Merge pull request #11 from ml-tooling/update/2021.01.21

Best-of update: 2021.01.21
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Lukas Masuch 2021-01-24 15:07:08 +01:00 committed by GitHub
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## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/SCons/scons">scons</a></b> (🥉27 · 1K · 📈) - SCons - a software construction tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/Erotemic/xdoctest">xdoctest</a></b> (🥉22 · 88 · 📈) - A rewrite of Python's builtin doctest module (with pytest plugin.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin">mkdocs-awesome-pages-plugin</a></b> (🥉20 · 120 · 📈) - An MkDocs plugin that simplifies configuring page.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
## 📉 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/microsoft/playwright-python">playwright-python</a></b> (🥉24 · 3.8K · 🐣) - Python version of the Playwright testing and.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/nestorsalceda/mamba">Mamba Test Runner</a></b> (🥉24 · 460 · 📉) - The definitive testing tool for Python. Born under the.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/ronaldoussoren/py2app">py2app</a></b> (🥈23 · 97 · 📉) - py2app is a Python setuptools command which will allow you to make.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/hakancelik96/unimport">unimport</a></b> (🥉17 · 90 · 📉) - A linter, formatter for finding and removing unused import statements. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/beartype/beartype">beartype</a></b> (🥉13 · 140 · 📉) - Unbearably fast O(1) runtime type-checking in pure Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>

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,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,conda_id,labels,pypi_id,open_issue_count,closed_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,updated_github_id,cargo_id,trending,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 13:09:27.000,2021-01-21 14:47:26.000,2021-01-21 11:59:31.000,42.0,820.0,2021-01-17 11:09:06.000,2021.01.16,4.0,4.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,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,39,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2021-01-21 12:58:53.000,2021-01-21 12:58:52.000,1611.0,6951.0,2020-12-15 15:38:30.000,6.2.1,144.0,690.0,conda-forge/pytest,['pytest'],pytest,615.0,3756.0,13324.0,406050.0,275466.0,https://pypi.org/project/pytest,2020-12-15 15:37:57.000,130584.0,10987648.0,11103186.0,https://anaconda.org/conda-forge/pytest,2021-01-10 20:05:32.223,6239091.0,1.0,,,,,,,,,,
4,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,38,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2021-01-20 19:57:15.000,2021-01-20 19:57:14.000,2134.0,6852.0,2020-12-15 15:44:25.000,20.3.3,99.0,576.0,conda-forge/pip,,pip,893.0,4524.0,11261.0,59968.0,41302.0,https://pypi.org/project/pip,2020-12-15 15:44:25.000,18666.0,46925996.0,47227179.0,https://anaconda.org/conda-forge/pip,2020-12-15 16:43:45.488,16263898.0,1.0,,,,,,,,,,
5,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,37,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2021-01-21 09:24:00.000,2021-01-20 12:12:22.000,1399.0,3752.0,2021-01-07 16:17:19.000,3.4.3,141.0,608.0,conda-forge/sphinx,['sphinx'],sphinx,786.0,4419.0,16684.0,230005.0,125469.0,https://pypi.org/project/sphinx,2021-01-07 16:17:19.000,104536.0,1958238.0,2006738.0,https://anaconda.org/conda-forge/sphinx,2021-01-07 17:29:49.988,2570549.0,1.0,,,,,,,,,,
6,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,36,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2021-01-21 10:18:28.000,2021-01-21 10:18:26.000,1583.0,21454.0,2020-11-15 04:19:27.000,2020.11.15,297.0,372.0,conda-forge/pipenv,,pipenv,484.0,2848.0,7026.0,18224.0,15950.0,https://pypi.org/project/pipenv,2020-11-15 04:19:27.000,2274.0,1422468.0,1424836.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831,35525.0,1.0,,,,,,,,,,
7,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 13:13:14.000,2021-01-18 17:23:27.000,2021-01-11 00:53:22.000,879.0,17142.0,2021-01-11 01:27:55.000,4.56.0,111.0,94.0,conda-forge/tqdm,,tqdm,272.0,491.0,1733.0,167967.0,141729.0,https://pypi.org/project/tqdm,2021-01-11 00:58:53.000,26238.0,9169256.0,9256980.0,https://anaconda.org/conda-forge/tqdm,2021-01-12 02:41:41.554,4818314.0,1.0,7398.0,,,,,,,,,
8,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 14:01:48.000,2021-01-15 17:44:38.000,2021-01-08 18:10:08.000,1074.0,6990.0,2020-12-19 01:19:27.000,5.8.0,83.0,156.0,conda-forge/psutil,,psutil,158.0,1269.0,5672.0,95888.0,71222.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000,24666.0,13628438.0,13724444.0,https://anaconda.org/conda-forge/psutil,2021-01-12 14:13:09.300,5472344.0,1.0,,,,,,,,,,
9,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,36,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2021-01-20 21:50:29.000,2021-01-17 12:48:22.000,424.0,4731.0,2020-12-25 10:34:25.000,0.18.0,30.0,140.0,conda-forge/jedi,,jedi,16.0,1186.0,8195.0,126701.0,110795.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000,15906.0,9238430.0,9312856.0,https://anaconda.org/conda-forge/jedi,2021-01-14 15:48:43.942,3795761.0,1.0,,,,,,,,,,
10,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,36,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2021-01-14 07:20:15.000,2021-01-14 07:20:10.000,375.0,3668.0,2020-12-31 01:16:34.000,5.7.0,125.0,220.0,conda-forge/isort,,isort,22.0,871.0,3449.0,173749.0,149531.0,https://pypi.org/project/isort,2020-10-13 06:36:52.000,24218.0,5491156.0,5518624.0,https://anaconda.org/conda-forge/isort,2020-12-31 02:59:49.605,1483275.0,1.0,,,,,,,,,,
11,mypy,https://github.com/python/mypy,,Optional static typing for Python 3 and 2 (PEP 484).,linters,35,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2021-01-20 16:56:07.000,2021-01-20 16:27:00.000,1577.0,9769.0,,,77.0,439.0,conda-forge/mypy,,mypy,1524.0,4473.0,9324.0,32497.0,26413.0,https://pypi.org/project/mypy,2020-10-09 16:54:29.000,6084.0,2034136.0,2050730.0,https://anaconda.org/conda-forge/mypy,2020-10-09 19:05:45.293,630609.0,1.0,,,,,,,,,,
12,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,34,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2021-01-18 06:02:59.000,2021-01-18 00:59:06.000,1183.0,19217.0,2020-08-26 15:56:21.000,20.8b1,23.0,218.0,conda-forge/black,,black,368.0,957.0,869.0,49203.0,42975.0,https://pypi.org/project/black,2020-08-26 15:52:03.000,6228.0,2279172.0,2310223.0,https://anaconda.org/conda-forge/black,2020-09-07 11:42:46.809,978061.0,2.0,10724.0,,,,,,,,,
13,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 05:40:02.000,2021-01-18 17:04:22.000,2021-01-09 09:48:25.000,667.0,3173.0,2020-08-21 09:15:44.000,2.6.0,88.0,356.0,conda-forge/pylint,,pylint,654.0,2533.0,5017.0,210882.0,173148.0,https://pypi.org/project/pylint,2020-08-21 09:15:44.000,37734.0,3173015.0,3200034.0,https://anaconda.org/conda-forge/pylint,2020-10-13 14:32:00.323,1432012.0,1.0,,,,,,,,,,
14,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,34,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2021-01-21 09:42:46.000,2021-01-20 08:05:50.000,342.0,2033.0,2021-01-13 07:36:36.000,3.21.2,109.0,234.0,conda-forge/tox,['pytest'],tox,155.0,952.0,1949.0,76649.0,40249.0,https://pypi.org/project/tox,2021-01-19 10:59:21.000,36400.0,1551430.0,1556579.0,https://anaconda.org/conda-forge/tox,2021-01-20 01:34:58.440,205968.0,1.0,,,,,,,,,,
15,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 14:02:33.000,2021-01-21 02:45:07.000,2021-01-18 17:18:26.000,683.0,1284.0,2021-01-17 22:44:44.000,51.3.3,417.0,411.0,conda-forge/setuptools,,setuptools,524.0,1183.0,,145045.0,87115.0,https://pypi.org/project/setuptools,2021-01-17 22:44:39.000,57930.0,53323113.0,53656156.0,https://anaconda.org/conda-forge/setuptools,2021-01-08 05:42:17.824,17984290.0,1.0,101.0,,,,,,,,,
16,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,34,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2021-01-07 23:32:13.000,2021-01-07 23:32:08.000,183.0,1064.0,2020-10-02 23:34:01.000,3.8.4,76.0,148.0,conda-forge/flake8,,flake8,7.0,,1876.0,214912.0,143622.0,https://pypi.org/project/flake8,2020-10-02 23:34:01.000,71290.0,4040713.0,4074830.0,https://anaconda.org/conda-forge/flake8,2020-10-05 05:07:54.333,1876443.0,1.0,,,,,,,,,,
17,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,33,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2021-01-19 23:04:36.000,2021-01-13 14:46:31.000,1598.0,11412.0,2020-05-14 15:18:01.000,1.1.2,44.0,181.0,conda-forge/mkdocs,['mkdocs'],mkdocs,133.0,1331.0,1492.0,16138.0,10196.0,https://pypi.org/project/mkdocs,2020-05-14 15:18:01.000,5942.0,206506.0,208510.0,https://anaconda.org/conda-forge/mkdocs,2020-06-01 13:16:37.068,114266.0,1.0,,,,,,,,,,
18,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,33,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2021-01-20 11:37:57.000,2021-01-18 12:37:04.000,1555.0,5464.0,2020-09-01 18:21:46.000,3.2.2,51.0,132.0,conda-forge/robotframework,,robotframework,188.0,3241.0,12702.0,4717.0,3309.0,https://pypi.org/project/robotframework,2020-11-30 19:27:10.000,1408.0,386854.0,387848.0,https://anaconda.org/conda-forge/robotframework,2020-09-03 11:47:40.885,35592.0,1.0,493.0,,,,,,,,,
19,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 13:51:19.000,2021-01-21 11:39:53.000,2021-01-21 02:10:28.000,448.0,4896.0,2021-01-14 22:07:45.000,hypothesis-python-6.0.2,796.0,242.0,conda-forge/hypothesis,,hypothesis,54.0,983.0,10431.0,10092.0,7476.0,https://pypi.org/project/hypothesis,2021-01-14 22:07:30.000,2616.0,642844.0,705124.0,https://anaconda.org/conda-forge/hypothesis,2021-01-14 23:48:55.769,3363155.0,1.0,,,,,,,,,,
20,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,33,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2021-01-08 01:29:21.000,2021-01-07 18:35:38.000,592.0,4223.0,2020-05-11 20:02:52.000,2.6.0,11.0,124.0,conda-forge/pycodestyle,,pycodestyle,112.0,522.0,1199.0,137079.0,115849.0,https://pypi.org/project/pycodestyle,2020-05-11 20:02:52.000,21230.0,5917673.0,5954120.0,https://anaconda.org/conda-forge/pycodestyle,2020-05-12 17:42:46.576,2004626.0,1.0,,,,,,,,,,
21,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,33,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2020-12-28 06:47:45.000,2020-12-28 06:47:37.000,228.0,3666.0,2020-08-02 04:28:37.000,1.5.4,64.0,47.0,conda-forge/autopep8,,autopep8,85.0,328.0,2672.0,72768.0,62584.0,https://pypi.org/project/autopep8,2020-08-02 04:28:37.000,10184.0,849592.0,856551.0,https://anaconda.org/conda-forge/autopep8,2020-08-02 05:22:52.912,382749.0,2.0,,,,,,,,,,
22,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 17:10:49.000,2021-01-20 18:58:12.000,2021-01-12 02:01:54.000,1477.0,3582.0,2018-10-05 13:20:49.000,0.4.2,23.0,103.0,conda-forge/sphinx_rtd_theme,['sphinx'],sphinx_rtd_theme,158.0,448.0,1187.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,23474.0,823338.0,840862.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-01-05 13:49:54.682,928824.0,1.0,,,,,,,,,,
23,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,32,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000,2021-01-21 05:18:48.000,2021-01-20 17:55:28.000,592.0,20507.0,2021-01-15 10:12:26.000,9.8.2,110.0,70.0,conda-forge/rich,,rich,10.0,336.0,1594.0,2030.0,2030.0,https://pypi.org/project/rich,2021-01-15 10:08:20.000,0.0,477414.0,488119.0,https://anaconda.org/conda-forge/rich,2021-01-15 13:18:34.835,64235.0,1.0,,,,,,,,,,
24,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,32,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2021-01-09 19:44:01.000,2021-01-09 19:43:59.000,5183.0,15969.0,2020-07-01 21:59:00.000,1.1.0,13.0,64.0,conda-forge/numpydoc,['sphinx'],numpydoc,50.0,90.0,431.0,30470.0,23122.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000,7348.0,113331.0,127934.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384,700966.0,2.0,,,,,,,,,,
25,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,32,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2020-12-21 02:00:08.000,2020-12-21 02:00:07.000,779.0,11389.0,2020-04-23 19:07:36.000,0.30.0,67.0,123.0,conda-forge/yapf,,yapf,298.0,364.0,1113.0,19633.0,16227.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000,3406.0,404973.0,413928.0,https://anaconda.org/conda-forge/yapf,2020-07-28 15:36:35.387,492579.0,3.0,,,,,,,,,,
26,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,A Material Design theme for MkDocs.,documentation,32,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2021-01-18 06:02:40.000,2021-01-18 06:01:52.000,1338.0,5382.0,2021-01-17 09:48:57.000,6.2.5,180.0,99.0,conda-forge/mkdocs-material,['mkdocs'],mkdocs-material,10.0,888.0,2958.0,6567.0,5065.0,https://pypi.org/project/mkdocs-material,2021-01-17 09:49:39.000,1502.0,208919.0,210100.0,https://anaconda.org/conda-forge/mkdocs-material,2021-01-17 18:25:56.037,23621.0,2.0,,,,,,,,,,
27,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2021-01-15 09:09:30.000,2021-01-07 16:16:50.000,980.0,3980.0,2020-11-12 17:08:48.000,4.9.2,100.0,346.0,conda-forge/conda,,conda,1761.0,5972.0,15584.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,2104.0,19025.0,309201.0,https://anaconda.org/conda-forge/conda,2020-11-12 21:09:02.264,15379364.0,2.0,,,,,,,,,,
28,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2021-01-19 20:14:35.708,2021-01-19 09:25:37.000,878.0,3798.0,2021-01-13 07:14:31.000,20.3.1,154.0,171.0,conda-forge/virtualenv,,virtualenv,52.0,1053.0,,34422.0,,https://pypi.org/project/virtualenv,2021-01-13 07:14:31.000,34422.0,6896730.0,6909199.0,https://anaconda.org/conda-forge/virtualenv,2021-01-19 20:14:35.708,573581.0,2.0,,,,,,,,,,
29,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,32,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2021-01-06 14:58:41.830,2020-12-31 16:25:35.000,278.0,3137.0,2020-12-31 02:43:43.000,1.5.0,50.0,54.0,conda-forge/invoke,,invoke,299.0,354.0,3499.0,11366.0,6764.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000,4602.0,636778.0,640730.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830,225293.0,1.0,,,,,,,,,,
30,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,32,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2021-01-13 14:13:31.000,2020-12-27 05:15:35.000,299.0,2922.0,2020-12-13 02:48:28.000,1.7.0,31.0,130.0,conda-forge/bandit,,bandit,162.0,362.0,1165.0,8024.0,5670.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000,2354.0,506114.0,508166.0,https://anaconda.org/conda-forge/bandit,2020-10-11 11:23:21.028,41051.0,1.0,6.0,,,,,,,,,
31,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,32,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2021-01-20 18:33:16.518,2021-01-20 10:45:57.000,136.0,944.0,2021-01-20 10:46:34.000,2.11.1,40.0,62.0,conda-forge/pytest-cov,['pytest'],pytest-cov,91.0,186.0,797.0,119689.0,76295.0,https://pypi.org/project/pytest-cov,2021-01-20 10:46:34.000,43394.0,3679787.0,3714616.0,https://anaconda.org/conda-forge/pytest-cov,2021-01-20 18:33:16.518,2020114.0,1.0,,,,,,,,,,
32,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2021-01-03 20:12:01.000,2021-01-03 20:12:00.000,62.0,376.0,2020-12-10 15:10:14.000,0.8.1,24.0,36.0,conda-forge/parso,,parso,7.0,79.0,1063.0,116133.0,104769.0,https://pypi.org/project/parso,2020-12-10 15:10:14.000,11364.0,9210313.0,9291999.0,https://anaconda.org/conda-forge/parso,2020-12-10 16:40:55.258,3022414.0,1.0,,,,,,,,,,
33,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,32,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2021-01-04 19:45:07.000,2021-01-04 19:44:54.000,84.0,225.0,2020-12-13 18:09:07.000,0.36.2,64.0,60.0,conda-forge/wheel,,wheel,20.0,286.0,727.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000,62544.0,42316930.0,42586816.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429,14573895.0,1.0,,,,,,,,,,
34,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,31,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2021-01-17 08:11:31.000,2021-01-16 23:14:51.000,1057.0,13582.0,2020-10-23 20:54:00.000,1.1.4,132.0,249.0,conda-forge/poetry,,poetry,972.0,1698.0,1668.0,64.0,,https://pypi.org/project/poetry,2020-10-23 20:54:00.000,64.0,787374.0,930756.0,https://anaconda.org/conda-forge/poetry,2020-12-14 11:33:01.818,157554.0,2.0,4669005.0,,,,,,,,,
35,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 17:22:32.000,2020-12-31 08:04:34.000,2020-12-19 16:17:53.000,354.0,7934.0,2020-09-20 07:56:32.000,0.5.3,17.0,28.0,conda-forge/loguru,,loguru,35.0,300.0,545.0,5261.0,4919.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,342.0,544504.0,548437.0,https://anaconda.org/conda-forge/loguru,2020-10-10 00:51:36.057,90470.0,2.0,,,,,,,,,,
36,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,31,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2021-01-20 09:22:32.000,2021-01-19 07:34:55.000,1586.0,7587.0,2021-01-13 13:13:08.000,4.2,27.0,388.0,conda-forge/pyinstaller,,pyinstaller,428.0,3515.0,7682.0,13901.0,13901.0,https://pypi.org/project/pyinstaller,2021-01-13 13:12:03.000,0.0,260651.0,271694.0,https://anaconda.org/conda-forge/pyinstaller,2021-01-14 13:39:27.905,187527.0,1.0,666266.0,,,,,,,,,
37,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,31,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2021-01-21 05:55:56.000,2021-01-04 17:19:50.000,403.0,5361.0,2020-12-07 23:08:20.000,2.9.3,153.0,113.0,conda-forge/pre-commit,,pre-commit,24.0,994.0,1922.0,2136.0,,https://pypi.org/project/pre-commit,2020-11-26 02:40:52.000,2136.0,1070837.0,1089503.0,https://anaconda.org/conda-forge/pre-commit,2021-01-11 11:49:49.321,316716.0,1.0,1450.0,,,,,,,,,
38,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,31,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2021-01-21 04:53:22.000,2021-01-21 04:49:36.000,406.0,4693.0,2020-12-30 17:05:11.000,5.5.0,90.0,138.0,conda-forge/pip-tools,,pip-tools,118.0,583.0,1460.0,3252.0,,https://pypi.org/project/pip-tools,2020-12-30 17:05:11.000,3252.0,677909.0,678661.0,https://anaconda.org/conda-forge/pip-tools,2020-12-30 18:26:40.157,6775.0,2.0,,,,,,,,,,
39,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,31,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2021-01-20 09:23:22.014,2021-01-20 07:44:52.000,192.0,2726.0,2021-01-20 07:45:20.000,1.1.0,56.0,94.0,conda-forge/freezegun,,freezegun,60.0,165.0,521.0,15394.0,7042.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000,8352.0,1033878.0,1036800.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014,169532.0,2.0,,,,,,,,,,
40,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 17:51:47.000,2021-01-11 16:16:21.000,2020-10-21 09:03:20.000,123.0,1327.0,2020-10-01 14:13:50.000,0.13.4,37.0,44.0,conda-forge/ipdb,,ipdb,50.0,102.0,312.0,41196.0,24298.0,https://pypi.org/project/ipdb,2020-10-01 14:13:50.000,16898.0,730683.0,733170.0,https://anaconda.org/conda-forge/ipdb,2020-11-21 18:57:03.677,134336.0,1.0,,,,,,,,,,
41,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,31,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2021-01-20 21:45:03.000,2020-12-23 14:13:30.000,233.0,1075.0,2020-12-24 11:05:10.000,3.3.0,41.0,98.0,conda-forge/twine,,twine,39.0,301.0,941.0,50296.0,32792.0,https://pypi.org/project/twine,2020-12-24 11:05:10.000,17504.0,749547.0,753269.0,https://anaconda.org/conda-forge/twine,2020-12-24 15:31:28.323,197300.0,2.0,,,,,,,,,,
42,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,31,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2021-01-15 17:50:31.000,2021-01-05 16:04:38.000,136.0,977.0,2020-04-10 03:52:17.000,2.2.0,28.0,74.0,conda-forge/pyflakes,,pyflakes,92.0,320.0,504.0,102266.0,75768.0,https://pypi.org/project/pyflakes,2020-04-10 03:52:17.000,26498.0,4296486.0,4331600.0,https://anaconda.org/conda-forge/pyflakes,2020-04-10 13:58:22.845,1931296.0,2.0,,,,,,,,,,
43,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,31,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000,2021-01-21 12:14:26.000,2021-01-21 12:14:25.000,177.0,835.0,2020-12-10 11:11:11.000,0.19.5,121.0,81.0,conda-forge/sentry-sdk,,sentry-sdk,133.0,348.0,1167.0,9612.0,8626.0,https://pypi.org/project/sentry-sdk,2020-11-19 16:41:33.000,986.0,2456680.0,2459040.0,https://anaconda.org/conda-forge/sentry-sdk,2020-12-10 12:35:18.064,57600.0,2.0,4084.0,,,,,,,,,
44,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 22:49:43.000,2021-01-20 12:29:04.000,2021-01-20 12:29:02.000,129.0,263.0,2020-12-12 04:41:59.000,20.8,34.0,59.0,conda-forge/packaging,,packaging,46.0,126.0,476.0,193261.0,164061.0,https://pypi.org/project/packaging,2020-12-12 04:36:49.000,29200.0,15653048.0,15751721.0,https://anaconda.org/conda-forge/packaging,2020-12-12 15:04:34.863,5426914.0,1.0,43.0,,,,,,,,,
45,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,30,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2020-12-26 11:58:36.000,2020-10-04 08:13:41.000,640.0,4709.0,2020-10-06 22:15:19.000,0.9.52,49.0,42.0,conda-forge/pyautogui,,pyautogui,270.0,161.0,361.0,6282.0,5674.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000,608.0,233182.0,235899.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308,103263.0,2.0,,,,,,,,,,
46,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,30,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2021-01-20 22:19:39.000,2021-01-18 22:46:01.000,1512.0,4540.0,2021-01-02 21:50:22.000,2.10.0,100.0,776.0,conda-forge/buildbot,,buildbot,638.0,625.0,21468.0,1130.0,238.0,https://pypi.org/project/buildbot,2021-01-02 21:50:22.000,892.0,3261.0,5034.0,https://anaconda.org/conda-forge/buildbot,2021-01-02 23:03:46.115,23926.0,2.0,13190.0,,,,,,,,,
47,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2021-01-15 16:11:30.000,2020-12-28 08:48:43.000,309.0,2381.0,2018-05-05 15:05:40.000,2.11.1,36.0,109.0,conda-forge/factory_boy,,factory_boy,135.0,332.0,866.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,4256.0,939801.0,940804.0,https://anaconda.org/conda-forge/factory_boy,2020-10-05 10:08:00.894,52201.0,2.0,,,,,,,,,,
48,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,30,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2021-01-11 05:40:29.145,2019-10-16 17:48:40.000,155.0,1397.0,2019-01-16 20:35:25.000,1.4.3,36.0,76.0,conda-forge/logbook,,logbook,54.0,125.0,1194.0,4367.0,2401.0,https://pypi.org/project/logbook,2019-01-16 20:35:25.000,1966.0,165356.0,166605.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145,27432.0,2.0,244.0,,,,,,,,,
49,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,30,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2020-10-11 16:52:20.277,2016-03-04 01:16:26.000,358.0,1326.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,conda-forge/nose,,nose,447.0,460.0,1004.0,188253.0,101779.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,86474.0,2005257.0,2034006.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,1609991.0,2.0,,,,,,,,,,
50,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,30,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2021-01-13 19:44:16.000,2021-01-13 19:44:13.000,88.0,969.0,2021-01-10 22:17:10.000,3.5.1,50.0,50.0,conda-forge/pytest-mock,['pytest'],pytest-mock,11.0,84.0,389.0,20045.0,13865.0,https://pypi.org/project/pytest-mock,2021-01-10 22:17:10.000,6180.0,1432539.0,1445081.0,https://anaconda.org/conda-forge/pytest-mock,2021-01-11 11:41:18.792,677281.0,2.0,,,,,,,,,,
51,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,30,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2020-12-30 00:48:21.000,2020-04-07 07:38:20.000,55.0,676.0,2020-03-22 17:02:41.000,0.8.7,23.0,50.0,conda-forge/tabulate,,tabulate,41.0,32.0,437.0,43266.0,35164.0,https://pypi.org/project/tabulate,2020-03-22 17:02:41.000,8102.0,7810011.0,7822728.0,https://anaconda.org/conda-forge/tabulate,2020-03-22 20:02:25.689,712205.0,2.0,,,,,,,,,,
52,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,30,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2021-01-19 19:40:57.000,2020-12-15 12:07:13.000,139.0,648.0,2020-12-14 12:15:22.000,2.2.0,54.0,70.0,conda-forge/pytest-xdist,['pytest'],pytest-xdist,173.0,220.0,836.0,20942.0,13600.0,https://pypi.org/project/pytest-xdist,2020-12-14 12:15:22.000,7342.0,1884186.0,1901734.0,https://anaconda.org/conda-forge/pytest-xdist,2020-12-14 15:51:37.434,947623.0,2.0,,,,,,,,,,
53,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,30,True,coveralls-clients/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2021-01-20 02:39:18.000,2021-01-13 22:19:35.000,163.0,450.0,2021-01-12 01:39:43.000,3.0.0,37.0,54.0,,['pytest'],coveralls,3.0,132.0,370.0,33206.0,16198.0,https://pypi.org/project/coveralls,2021-01-12 01:39:43.000,17008.0,256709.0,256709.0,,,,2.0,,TheKevJames/coveralls-python,,,,,,,,
54,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,30,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2021-01-06 11:33:39.000,2020-12-21 00:51:36.000,156.0,386.0,2020-12-13 15:24:58.000,3.1.1,44.0,43.0,conda-forge/pytest-html,['pytest'],pytest-html,72.0,175.0,375.0,7707.0,6723.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,984.0,837620.0,839696.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,91362.0,2.0,,,,,,,,,,
55,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,29,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2021-01-20 05:28:52.000,2021-01-11 17:19:32.000,1145.0,17550.0,2020-08-20 08:36:13.000,3.1.5,50.0,135.0,conda-forge/glances,,glances,196.0,1111.0,3736.0,316.0,266.0,https://pypi.org/project/glances,2020-08-19 08:51:13.000,50.0,33810.0,35878.0,https://anaconda.org/conda-forge/glances,2020-03-10 23:31:03.583,119629.0,1.0,414.0,,,,,,,,,
56,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,29,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2021-01-21 04:09:15.000,2021-01-10 23:09:09.000,167.0,1943.0,2017-09-02 18:52:28.000,2017.1.4,68.0,68.0,conda-forge/pudb,,pudb,138.0,123.0,905.0,3593.0,2167.0,https://pypi.org/project/pudb,2020-12-21 04:20:59.000,1426.0,888125.0,889761.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154,88382.0,1.0,,,,,,,,,,
57,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,29,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000,2021-01-08 07:50:39.000,2021-01-08 07:50:03.000,131.0,1410.0,2020-12-31 11:39:01.000,20.2.0,22.0,69.0,conda-forge/structlog,,structlog,31.0,136.0,777.0,4070.0,2864.0,https://pypi.org/project/structlog,2020-12-31 11:28:04.000,1206.0,435071.0,436634.0,https://anaconda.org/conda-forge/structlog,2021-01-04 12:27:27.303,84446.0,2.0,,,,,,,,,,
58,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 15:30:20.000,2021-01-11 13:32:45.000,2021-01-11 13:32:44.000,118.0,1071.0,2020-10-07 16:08:59.000,0.18.0,19.0,60.0,conda-forge/rope,,rope,75.0,104.0,1868.0,27782.0,24850.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000,2932.0,128175.0,138599.0,https://anaconda.org/conda-forge/rope,2020-10-07 18:16:45.645,469112.0,1.0,,,,,,,,,,
59,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,29,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2021-01-18 15:09:26.000,2020-10-12 16:12:03.000,134.0,893.0,2020-10-12 16:26:53.000,2.0.1,19.0,43.0,conda-forge/python-json-logger,,python-json-logger,16.0,45.0,179.0,12549.0,11631.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000,918.0,1172311.0,1182248.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,447170.0,2.0,,,,,,,,,,
60,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,29,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2020-09-21 00:19:01.000,2020-09-19 00:07:00.000,144.0,738.0,2020-08-29 20:58:00.000,5.1.1,14.0,71.0,conda-forge/pydocstyle,,pydocstyle,65.0,186.0,693.0,17835.0,13915.0,https://pypi.org/project/pydocstyle,2020-08-29 20:56:43.000,3920.0,572324.0,577516.0,https://anaconda.org/conda-forge/pydocstyle,2020-08-30 00:38:13.707,280411.0,2.0,51.0,,,,,,,,,
61,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,29,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2021-01-15 07:18:37.000,2021-01-14 12:46:28.000,69.0,664.0,2021-01-14 12:47:43.000,4.7.2,51.0,29.0,conda-forge/colorlog,,colorlog,10.0,49.0,175.0,12156.0,8490.0,https://pypi.org/project/colorlog,2021-01-14 12:47:43.000,3666.0,2541164.0,2546376.0,https://anaconda.org/conda-forge/colorlog,2021-01-14 16:17:27.231,297136.0,2.0,,,,,,,,,,
62,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,29,True,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2020-07-22 08:04:58.000,2020-01-10 23:50:18.000,151.0,587.0,2018-10-03 01:39:17.000,0.7.12,24.0,28.0,conda-forge/alabaster,['sphinx'],alabaster,75.0,50.0,350.0,53732.0,38834.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,14898.0,1698767.0,1732179.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,1804250.0,2.0,,,,,,,,,,
63,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,29,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2020-12-30 23:50:52.000,2020-12-30 23:50:51.000,43.0,173.0,2020-12-30 23:17:52.000,1.4.2,28.0,19.0,,,typed_ast,4.0,72.0,167.0,10362.0,,https://pypi.org/project/typed_ast,2020-12-30 23:17:52.000,10362.0,5415514.0,5415514.0,,,,1.0,,,,,,,,,,
64,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,28,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2020-12-28 18:13:10.000,2020-12-28 18:13:09.000,876.0,14158.0,2020-09-14 09:47:00.000,0.4.2,53.0,25.0,conda-forge/pysnooper,,pysnooper,17.0,90.0,288.0,382.0,336.0,https://pypi.org/project/pysnooper,2020-09-14 09:47:00.000,46.0,18930.0,20450.0,https://anaconda.org/conda-forge/pysnooper,2020-09-14 13:44:42.361,30413.0,2.0,,,,,,,,,,
65,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,28,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2021-01-19 17:04:02.000,2021-01-19 16:57:13.000,231.0,6432.0,2021-01-17 20:43:32.000,0.3.4,27.0,21.0,,,py-spy,58.0,129.0,353.0,585.0,535.0,https://pypi.org/project/py-spy,2021-01-17 20:43:46.000,50.0,199739.0,199969.0,,,,2.0,4140.0,,py-spy,,,,,,,
66,pipreqs,https://github.com/bndr/pipreqs,,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,dependency-managers,28,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2020-12-10 09:04:42.000,2020-05-18 23:46:19.000,200.0,3149.0,2019-11-14 11:06:56.000,0.4.10,38.0,36.0,conda-forge/pipreqs,,pipreqs,93.0,63.0,260.0,4512.0,3984.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000,528.0,32635.0,33003.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131,19169.0,3.0,,,,,,,,,,
67,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2020-12-30 20:02:44.000,2020-09-28 16:15:09.000,85.0,1174.0,2020-09-18 13:15:32.000,4.3.2,45.0,41.0,conda-forge/radon,,radon,20.0,124.0,501.0,2662.0,1564.0,https://pypi.org/project/radon,2020-09-18 13:15:32.000,1098.0,89751.0,90380.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841,24554.0,1.0,,,,,,,,,,
68,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 06:19:21.000,2020-09-09 14:31:33.844,2020-09-09 13:26:11.000,89.0,670.0,2020-09-09 13:36:59.000,3.53.1,94.0,38.0,conda-forge/progressbar2,,progressbar2,8.0,175.0,867.0,9699.0,7503.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000,2196.0,493599.0,497825.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844,213633.0,3.0,1561.0,,,,,,,,,
69,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,28,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2021-01-13 14:01:21.000,2020-12-01 01:03:15.000,74.0,661.0,2020-06-23 22:10:28.000,0.14.0,18.0,26.0,conda-forge/pytest-asyncio,['pytest'],pytest-asyncio,59.0,91.0,157.0,10396.0,8368.0,https://pypi.org/project/pytest-asyncio,2020-06-23 22:10:28.000,2028.0,501608.0,507948.0,https://anaconda.org/conda-forge/pytest-asyncio,2020-10-30 17:49:56.641,278969.0,2.0,,,,,,,,,,
70,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,28,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2021-01-21 12:54:27.949,2021-01-21 00:30:26.000,134.0,510.0,2021-01-21 00:33:06.000,4.26.1,53.0,88.0,conda-forge/breathe,,breathe,86.0,304.0,1353.0,5863.0,3855.0,https://pypi.org/project/breathe,2021-01-21 00:33:06.000,2008.0,37131.0,40433.0,https://anaconda.org/conda-forge/breathe,2021-01-21 12:54:27.949,168421.0,2.0,,,,,,,,,,
71,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,28,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2020-11-29 22:09:57.000,2020-11-29 22:09:56.000,36.0,499.0,2020-11-23 23:15:47.000,20.11.1,29.0,32.0,conda-forge/flake8-bugbear,['flake8'],flake8-bugbear,32.0,48.0,151.0,3975.0,2935.0,https://pypi.org/project/flake8-bugbear,2020-11-23 23:15:47.000,1040.0,243243.0,253297.0,https://anaconda.org/conda-forge/flake8-bugbear,2020-11-24 05:42:24.272,170932.0,2.0,,,,,,,,,,
72,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,28,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2021-01-20 16:10:19.000,2020-12-13 22:15:44.000,119.0,420.0,2020-12-13 22:17:40.000,5.0.1,47.0,77.0,conda-forge/setuptools_scm,,setuptools_scm,54.0,249.0,947.0,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,694.0,6430118.0,6439318.0,https://anaconda.org/conda-forge/setuptools_scm,2020-12-14 03:19:38.747,533617.0,2.0,,,,,,,,,,
73,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,28,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2020-11-23 03:29:18.000,2020-10-03 17:22:54.000,37.0,366.0,2017-01-26 22:13:14.000,0.6.1,11.0,20.0,conda-forge/mccabe,,mccabe,7.0,33.0,128.0,199209.0,168199.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000,31010.0,6100542.0,6138127.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536,2067204.0,1.0,,,,,,,,,,
74,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,28,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2021-01-21 08:25:24.000,2021-01-21 08:25:22.000,53.0,361.0,2020-11-14 08:08:43.000,2.0.0,13.0,26.0,conda-forge/prettytable,,prettytable,13.0,26.0,301.0,13970.0,13970.0,https://pypi.org/project/prettytable,2020-11-14 08:08:43.000,0.0,1378785.0,1382938.0,https://anaconda.org/conda-forge/prettytable,2020-11-14 10:12:39.810,228453.0,3.0,,,,,,,,,,
75,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,28,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2020-11-25 21:07:11.000,2020-11-25 20:26:24.000,68.0,211.0,2020-11-12 11:18:09.000,4.0.0,36.0,175.0,,['flake8'],hacking,,,1039.0,8690.0,,https://pypi.org/project/hacking,2020-11-12 11:18:09.000,8690.0,46782.0,46782.0,,,,2.0,,,,,,,,,,
76,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,27,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2021-01-21 07:12:54.000,2021-01-21 07:12:42.000,304.0,5137.0,2021-01-16 01:04:47.000,0.0.59,55.0,141.0,,,pyre-check,65.0,173.0,8360.0,46.0,,https://pypi.org/project/pyre-check,2021-01-16 01:04:47.000,46.0,5452.0,5452.0,,,,2.0,,,,,,,,,,
77,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 15:40:33.000,2021-01-21 12:56:07.000,2021-01-18 09:39:51.000,253.0,3733.0,2020-12-07 11:50:19.000,0.6.10,125.0,89.0,conda-forge/nuitka,,nuitka,172.0,590.0,7107.0,54.0,,https://pypi.org/project/nuitka,2020-12-30 01:13:12.000,54.0,6779.0,10995.0,https://anaconda.org/conda-forge/nuitka,2021-01-10 20:42:29.666,240351.0,2.0,,,,,,,,,,
78,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,27,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2021-01-21 12:05:33.000,2021-01-21 12:05:27.000,268.0,3201.0,2020-12-21 11:12:37.000,4.1.3,30.0,106.0,,,mimesis,12.0,271.0,1921.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000,84.0,12570.0,12572.0,,,,2.0,138.0,,,,,,,,,
79,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,27,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2021-01-21 06:21:10.000,2021-01-21 06:21:06.000,174.0,3066.0,2021-01-15 01:35:50.000,2021.1.14,84.0,55.0,conda-forge/pytype,,pytype,101.0,288.0,4007.0,88.0,,https://pypi.org/project/pytype,2021-01-15 01:35:50.000,88.0,34771.0,38032.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617,26089.0,2.0,,,,,,,,,,
80,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 11:56:14.000,2020-12-03 12:57:49.000,2020-12-03 12:57:47.000,292.0,2690.0,2018-08-16 03:16:49.000,0.54.0,52.0,83.0,,,memory_profiler,82.0,98.0,618.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,103802.0,103802.0,,,,2.0,,,,,,,,,,
81,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 17:53:13.000,2020-12-31 09:47:08.000,2020-12-31 09:47:07.000,92.0,2433.0,2020-08-21 11:12:14.000,3.2.0,26.0,22.0,conda-forge/pyinstrument,,pyinstrument,18.0,53.0,407.0,341.0,205.0,https://pypi.org/project/pyinstrument,2020-09-09 18:00:59.000,136.0,63504.0,64672.0,https://anaconda.org/conda-forge/pyinstrument,2020-12-17 19:08:06.344,60779.0,2.0,,,,,,,,,,
82,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,27,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2021-01-21 07:40:20.000,2021-01-21 02:02:54.000,188.0,1791.0,2020-12-16 00:15:53.000,2.1.24,113.0,95.0,,,pex,138.0,496.0,815.0,230.0,,https://pypi.org/project/pex,2020-12-16 00:11:35.000,230.0,50663.0,54169.0,,,,2.0,231448.0,,,,,,,,,
83,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 23:32:13.000,2020-12-28 06:55:11.000,2018-03-15 16:54:31.000,592.0,1596.0,2016-11-25 22:13:29.000,4.0.515,36.0,342.0,,,diamond,226.0,128.0,3219.0,85.0,54.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,31.0,17451.0,17451.0,,,,2.0,,,,,,,,,,
84,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,27,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2020-12-30 15:25:53.000,2020-10-21 22:30:57.000,115.0,1361.0,2020-10-21 22:32:26.000,1.3.1,91.0,67.0,conda-forge/prospector,,prospector,39.0,211.0,1051.0,3169.0,2031.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000,1138.0,67186.0,67590.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628,21452.0,2.0,,,,,,,,,,
85,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,27,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2021-01-21 08:39:51.000,2021-01-21 08:39:47.000,257.0,1329.0,2020-07-29 16:50:22.000,0.14.1,48.0,130.0,,,wemake-python-styleguide,102.0,815.0,1522.0,248.0,241.0,https://pypi.org/project/wemake-python-styleguide,2020-07-29 15:43:28.000,7.0,15720.0,15720.0,,,,2.0,,,,,,,,,,
86,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,27,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2021-01-20 13:58:51.000,2021-01-20 13:58:50.000,377.0,1144.0,,,7.0,74.0,conda-forge/pyelftools,,pyelftools,48.0,107.0,566.0,2570.0,1686.0,https://pypi.org/project/pyelftools,2019-12-05 13:39:36.000,884.0,380063.0,381035.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901,56404.0,2.0,,,,,,,,,,
87,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,27,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2021-01-20 08:05:53.549,2021-01-20 04:55:28.000,208.0,1045.0,2021-01-19 22:02:05.000,4.1.0,14.0,130.0,conda-forge/scons,,scons,664.0,2618.0,6872.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000,50.0,80914.0,83992.0,https://anaconda.org/conda-forge/scons,2021-01-20 08:05:53.549,140939.0,3.0,345.0,,,1.0,,,,,,
88,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 22:21:23.000,2020-12-08 01:22:37.000,2020-09-01 16:32:08.000,112.0,947.0,2020-09-04 06:38:01.000,0.33.1,43.0,50.0,conda-forge/doit,,doit,65.0,185.0,1339.0,1114.0,648.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000,466.0,34269.0,35352.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103,40085.0,3.0,,,,,,,,,,
89,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,27,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2021-01-15 20:54:00.958,2021-01-15 19:24:46.000,79.0,937.0,2021-01-15 19:31:30.000,1.10.3,37.0,35.0,conda-forge/safety,,safety,40.0,68.0,369.0,2157.0,1613.0,https://pypi.org/project/safety,2021-01-12 20:37:26.000,544.0,215493.0,217764.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958,12356.0,2.0,16546.0,,,,,,,,,
90,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,27,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000,2021-01-03 17:10:37.000,2020-03-03 16:52:03.000,127.0,660.0,2020-02-02 00:58:56.000,0.9.2,25.0,69.0,conda-forge/nose2,,nose2,62.0,178.0,934.0,5338.0,3400.0,https://pypi.org/project/nose2,2020-02-02 00:58:56.000,1938.0,142400.0,143150.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,24021.0,2.0,,,,,,,,,,
91,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,27,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2020-12-23 06:06:36.000,2020-12-09 16:11:46.000,39.0,563.0,2020-11-27 15:28:40.000,1.3.2,17.0,21.0,conda-forge/yappi,,yappi,10.0,30.0,635.0,989.0,349.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000,640.0,63244.0,64615.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992,58991.0,2.0,,,,,,,,,,
92,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,27,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2020-12-23 02:40:21.000,2020-01-08 07:29:19.000,78.0,546.0,2019-12-10 01:50:33.000,0.8.1,14.0,28.0,conda-forge/astor,,astor,35.0,67.0,258.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,3756.0,1682147.0,1704878.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1022921.0,2.0,,,,,,,,,,
93,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,27,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2021-01-14 15:28:53.000,2021-01-10 12:24:27.000,93.0,439.0,2021-01-10 12:27:12.000,2.4.2,48.0,55.0,conda-forge/pylint-django,['pylint'],pylint-django,20.0,144.0,529.0,13727.0,11481.0,https://pypi.org/project/pylint-django,2021-01-10 12:25:25.000,2246.0,234827.0,236154.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984,69706.0,2.0,180.0,,,,,,,,,
94,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,27,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 13:09:55.000,35.0,394.0,2018-04-29 22:06:15.000,9.3.1,62.0,16.0,,,coloredlogs,20.0,49.0,271.0,8690.0,6594.0,https://pypi.org/project/coloredlogs,2020-12-10 13:10:51.000,2096.0,528975.0,528975.0,,,,3.0,,,,,,,,,,
95,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,27,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2021-01-16 19:12:32.000,2021-01-16 19:12:31.000,93.0,380.0,2020-05-15 02:43:35.000,1.4.1,26.0,33.0,conda-forge/ddt,,ddt,16.0,29.0,208.0,5718.0,3234.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000,2484.0,112804.0,113949.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,52699.0,2.0,,,,,,,,,,
96,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,27,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 20:24:53.000,20.0,96.0,2020-08-07 21:45:21.000,0.4.0,16.0,10.0,conda-forge/gast,,gast,4.0,20.0,80.0,49231.0,45843.0,https://pypi.org/project/gast,2020-08-07 21:45:21.000,3388.0,3653469.0,3683767.0,https://anaconda.org/conda-forge/gast,2020-08-07 22:36:47.303,969554.0,2.0,,,,,,,,,,
97,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 06:57:52.000,2021-01-16 12:45:03.000,2021-01-15 05:24:09.000,1917.0,22131.0,2021-01-10 03:54:20.000,1.2.22,30.0,301.0,,,pyenv,294.0,949.0,2356.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:42:27.000,1.0,3751.0,3751.0,,,,2.0,,,,,,,,,,
98,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,26,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2021-01-20 23:08:29.000,2021-01-20 23:08:27.000,259.0,6141.0,2021-01-19 18:44:24.000,1.1.103,186.0,49.0,,,,10.0,1191.0,2875.0,41.0,37.0,,,,,27177.0,,,,2.0,,,,,pyright,https://www.npmjs.com/package/pyright,2021-01-17 23:46:36.673,4.0,27177.0,
99,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,26,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2021-01-08 15:51:12.000,2020-05-04 07:15:23.000,1343.0,3125.0,2017-05-30 10:07:57.000,0.11.1,730.0,473.0,,,coala-bears,850.0,2353.0,4469.0,82.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,72.0,4711.0,4712.0,,,,2.0,135.0,,,,,,,,,
100,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,26,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2021-01-19 11:01:54.000,2021-01-16 21:58:34.000,65.0,1145.0,2021-01-16 17:51:40.000,2.3,41.0,26.0,conda-forge/vulture,,vulture,10.0,127.0,675.0,1161.0,801.0,https://pypi.org/project/vulture,2021-01-15 17:30:03.000,360.0,55856.0,56569.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,37807.0,2.0,,,,,,,,,,
101,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 07:27:43.000,2020-12-07 12:42:45.000,2020-12-07 12:38:07.000,129.0,760.0,2020-12-07 12:41:15.000,4.0.2,89.0,37.0,conda-forge/pytest-bdd,['pytest'],pytest-bdd,102.0,126.0,634.0,1375.0,1107.0,https://pypi.org/project/pytest-bdd,2020-12-07 12:41:15.000,268.0,55547.0,56448.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,18035.0,3.0,,,,,,,,,,
102,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,26,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2020-11-02 10:37:20.000,2020-11-02 10:37:12.000,64.0,701.0,2020-01-10 10:25:10.000,3.2.3,39.0,29.0,conda-forge/pytest-benchmark,['pytest'],pytest-benchmark,62.0,74.0,953.0,2241.0,1511.0,https://pypi.org/project/pytest-benchmark,2020-01-10 10:25:10.000,730.0,110617.0,116432.0,https://anaconda.org/conda-forge/pytest-benchmark,2020-03-24 11:45:49.727,337278.0,3.0,,,,,,,,,,
103,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 20:08:18.000,2020-12-14 17:20:18.000,2020-12-14 17:20:18.000,73.0,683.0,2020-11-23 18:43:18.000,3.2.5,139.0,37.0,conda-forge/green,,green,12.0,158.0,1036.0,908.0,550.0,https://pypi.org/project/green,2020-11-23 18:43:18.000,358.0,7844.0,9433.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157,63587.0,3.0,,,,,,,,,,
104,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,26,True,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2020-10-24 19:01:48.000,2020-10-24 18:04:51.000,48.0,663.0,2020-04-26 13:34:09.000,0.9.3,24.0,38.0,conda-forge/pytest-sugar,['pytest'],pytest-sugar,35.0,68.0,344.0,11206.0,6626.0,https://pypi.org/project/pytest-sugar,2020-04-26 13:34:09.000,4580.0,200699.0,202819.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029,86924.0,3.0,,,,,,,,,,
105,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 13:42:16.000,2020-12-30 21:40:44.000,2020-11-22 13:22:19.000,36.0,654.0,2019-04-18 20:10:18.000,0.10.2,25.0,39.0,conda-forge/pdbpp,,pdbpp,50.0,105.0,682.0,2813.0,1857.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000,956.0,65797.0,66996.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208,49192.0,2.0,,,,,,,,,,
106,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,26,False,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2021-01-13 12:56:13.000,2019-09-25 19:17:09.000,180.0,575.0,2019-03-29 17:36:17.000,0.7.0,55.0,37.0,,['sphinx'],sphinx-bootstrap-theme,47.0,78.0,393.0,2650.0,1878.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:36:17.000,772.0,21441.0,21441.0,,,,2.0,,,,,,,,,,
107,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,26,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000,2020-10-30 10:46:27.000,2020-10-23 23:38:43.000,79.0,516.0,2020-03-02 14:42:32.000,2.0.2,22.0,34.0,conda-forge/pyhamcrest,,pyhamcrest,10.0,40.0,531.0,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000,3392.0,1362085.0,1367731.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195,316184.0,3.0,,,,,,,,,,
108,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,26,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2020-10-13 15:54:16.000,2020-10-13 15:54:13.000,170.0,501.0,2020-02-11 15:14:12.000,2.13.3,100.0,87.0,,,zc.buildout,138.0,184.0,1574.0,1974.0,,https://pypi.org/project/zc.buildout,2020-05-25 08:46:02.000,1974.0,84748.0,84748.0,,,,3.0,,,,,,,,,,
109,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,26,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000,2021-01-06 20:13:32.270,2021-01-01 01:11:36.000,80.0,475.0,2021-01-01 01:16:23.000,2020.12.31,18.0,47.0,conda-forge/nox,['pytest'],nox,50.0,139.0,340.0,480.0,424.0,https://pypi.org/project/nox,2021-01-01 01:16:23.000,56.0,193530.0,194117.0,https://anaconda.org/conda-forge/nox,2021-01-06 20:13:32.270,15849.0,3.0,,,,,,,,,,
110,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 20:41:41.000,2020-12-21 10:53:12.000,2020-10-12 20:32:13.000,60.0,299.0,2020-06-21 06:33:28.000,1.11.1,28.0,27.0,conda-forge/sphinx-autodoc-typehints,['sphinx'],sphinx-autodoc-typehints,39.0,66.0,157.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000,1380.0,81386.0,84562.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2020-10-12 21:34:27.077,120698.0,2.0,,,,,,,,,,
111,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,26,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2020-12-18 12:21:01.000,2020-11-05 11:21:34.000,48.0,299.0,2017-07-05 10:52:34.000,0.7.1,13.0,17.0,conda-forge/sphinx-autobuild,['sphinx'],sphinx-autobuild,10.0,44.0,276.0,4682.0,,https://pypi.org/project/sphinx-autobuild,2017-07-05 10:52:34.000,4682.0,95669.0,96489.0,https://anaconda.org/conda-forge/sphinx-autobuild,2020-12-16 17:57:16.464,36911.0,2.0,,,,,,,,,,
112,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,26,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2021-01-05 20:59:00.000,2021-01-05 19:26:21.000,47.0,273.0,2020-06-16 23:48:52.000,0.11.1,21.0,26.0,conda-forge/pep8-naming,,pep8-naming,10.0,61.0,210.0,8593.0,5565.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000,3028.0,248937.0,251901.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929,174924.0,2.0,,,,,,,,,,
113,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 14:39:23.000,2020-11-24 14:50:18.057,2020-11-13 23:44:03.000,31.0,184.0,2020-11-14 01:36:41.000,0.8.0,16.0,15.0,conda-forge/pytest-mypy,['pytest'],pytest-mypy,8.0,33.0,202.0,1126.0,860.0,https://pypi.org/project/pytest-mypy,2020-11-14 01:36:41.000,266.0,89277.0,89864.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,6459.0,3.0,,,,,,,,,,
114,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,26,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2021-01-15 07:40:29.426,2019-12-22 18:11:19.000,35.0,154.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,conda-forge/astunparse,,astunparse,14.0,21.0,86.0,11800.0,11618.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,182.0,1983667.0,1985089.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,61178.0,3.0,,,,,,,,,,
115,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,25,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2021-01-21 09:14:30.000,2021-01-21 09:14:24.000,4139.0,19182.0,2021-01-03 14:27:24.000,1.5,63.0,103.0,,,sqlmap,47.0,4154.0,9686.0,8.0,,https://pypi.org/project/sqlmap,2021-01-03 14:25:31.000,8.0,4746.0,4746.0,,,,2.0,,,,,,,,,,
116,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,25,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2021-01-17 14:07:18.000,2020-11-19 15:52:01.000,245.0,3490.0,2020-01-12 22:11:51.000,3.0.2,8.0,20.0,conda-forge/line_profiler,,line_profiler,21.0,7.0,139.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,692.0,196854.0,199489.0,https://anaconda.org/conda-forge/line_profiler,2021-01-14 12:02:28.721,147581.0,3.0,,,,,,,,,,
117,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,25,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2020-12-29 05:34:09.000,2020-11-16 01:36:32.000,571.0,1627.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,,,uiautomator,165.0,114.0,316.0,296.0,174.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,122.0,3958.0,3958.0,,,,3.0,,,,,,,,,,
118,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,25,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2020-12-04 10:55:35.000,2020-11-19 11:50:56.000,63.0,1287.0,2020-04-08 08:04:11.000,3.0.0,38.0,41.0,conda-forge/flit,,flit,68.0,147.0,847.0,226.0,,https://pypi.org/project/flit,2020-09-06 10:57:48.000,226.0,17391.0,18815.0,https://anaconda.org/conda-forge/flit,2020-10-14 10:18:51.643,66932.0,3.0,,,,,,,,,,
119,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,25,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2020-10-21 02:59:32.000,2020-10-18 16:56:10.000,230.0,1278.0,2020-10-06 16:13:40.000,0.12.10,449.0,35.0,,,pybuilder,83.0,389.0,1284.0,110.0,,https://pypi.org/project/pybuilder,2020-10-18 17:13:30.000,110.0,6655.0,6655.0,,,,3.0,,,,,,,,,,
120,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,25,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2020-12-22 22:15:18.000,2020-10-15 19:16:49.000,67.0,724.0,2016-03-31 11:48:42.000,0.4.3,15.0,26.0,conda-forge/pympler,,pympler,32.0,46.0,443.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000,478.0,86089.0,89610.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,161979.0,3.0,,,,,,,,,,
121,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,25,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2021-01-21 05:48:35.000,2021-01-09 11:48:40.000,52.0,568.0,2020-10-19 08:18:56.000,2.10.0,37.0,16.0,conda-forge/typeguard,,typeguard,26.0,107.0,219.0,158.0,,https://pypi.org/project/typeguard,2020-10-19 08:18:56.000,158.0,486356.0,487405.0,https://anaconda.org/conda-forge/typeguard,2020-06-07 13:28:30.133,25178.0,3.0,,,,,,,,,,
122,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,25,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2021-01-18 20:02:36.906,2019-06-15 20:36:43.000,48.0,534.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,conda-forge/pytest-watch,['pytest'],pytest-watch,30.0,40.0,183.0,2162.0,1935.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,227.0,94545.0,95408.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906,31082.0,3.0,,,,,,,,,,
123,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 09:43:52.000,2020-12-29 19:27:26.000,2020-12-29 19:24:52.000,76.0,435.0,2017-12-31 01:13:41.000,1.3.4,28.0,44.0,conda-forge/paver,,paver,36.0,90.0,525.0,1876.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,1876.0,16901.0,17294.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,19657.0,3.0,,,,,,,,,,
124,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,25,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000,2020-12-27 17:36:41.000,2020-12-27 17:36:40.000,38.0,343.0,2019-08-04 15:14:24.000,1.3.1,36.0,17.0,conda-forge/autoflake,,autoflake,22.0,32.0,439.0,2410.0,1830.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,580.0,178671.0,181433.0,https://anaconda.org/conda-forge/autoflake,2019-04-25 16:08:45.978,58014.0,2.0,,,,,,,,,,
125,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2021-01-18 14:56:31.000,2021-01-18 14:56:20.000,29.0,220.0,,,40.0,18.0,conda-forge/check-manifest,,check-manifest,14.0,70.0,516.0,5861.0,4057.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000,1804.0,102480.0,103226.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618,18650.0,2.0,,,,,,,,,,
126,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,24,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2021-01-18 15:36:47.000,2020-12-21 02:51:39.000,457.0,7782.0,2020-12-21 03:07:33.000,0.14.0.2,90.0,35.0,,,gdbgui,106.0,153.0,420.0,63.0,61.0,https://pypi.org/project/gdbgui,2020-12-21 02:53:00.000,2.0,9025.0,9379.0,,,,3.0,2125.0,,,,,,,,,
127,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,24,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2021-01-02 12:26:41.000,2021-01-02 12:26:40.000,193.0,3850.0,2020-12-24 08:34:45.000,0.3.2,15.0,14.0,,,better-exceptions,29.0,40.0,96.0,74.0,,https://pypi.org/project/better-exceptions,2020-12-24 08:34:45.000,74.0,21404.0,21404.0,,,,3.0,,,,,,,,,,
128,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,24,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2021-01-20 21:26:23.000,2021-01-20 04:59:05.000,301.0,3818.0,2021-01-20 20:39:15.000,1.8.0a1,46.0,13.0,,,playwright,23.0,162.0,269.0,81.0,81.0,https://pypi.org/project/playwright,2021-01-20 20:41:12.000,0.0,12779.0,12779.0,,,,3.0,,,,-1.0,,,,,,
129,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 05:54:30.000,2021-01-09 16:00:22.000,2021-01-08 01:36:09.000,47.0,1782.0,2021-01-08 01:37:28.000,1.6.2,19.0,1.0,conda-forge/alive-progress,,alive-progress,13.0,38.0,246.0,213.0,213.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000,0.0,16307.0,16804.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,5472.0,3.0,,,,,,,,,,
130,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 10:20:18.000,2020-12-30 22:21:46.000,2020-12-30 22:21:45.000,69.0,1766.0,2019-10-05 13:00:41.000,1.2.1,26.0,14.0,,,notifiers,35.0,52.0,377.0,108.0,102.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000,6.0,176193.0,176193.0,,,,3.0,,,,,,,,,,
131,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,24,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2020-11-05 21:21:11.000,2020-11-05 21:21:09.000,85.0,1237.0,2020-09-17 01:55:39.000,0.9.0,8.0,26.0,conda-forge/bowler,,bowler,43.0,33.0,177.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,10.0,33735.0,34066.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,8619.0,2.0,,,,,,,,,,
132,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,24,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000,2021-01-19 04:45:46.000,2021-01-19 02:57:32.000,141.0,635.0,2021-01-19 02:59:51.000,6.5.2,14.0,86.0,conda-forge/cx_freeze,,cx_freeze,73.0,525.0,938.0,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,16632.0,18439.0,https://anaconda.org/conda-forge/cx_freeze,2021-01-05 08:47:35.640,43380.0,2.0,,,,,,,,,,
133,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,24,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2020-12-22 14:28:14.000,2020-12-22 14:28:12.000,121.0,552.0,2020-05-16 12:35:26.000,0.4.2,16.0,53.0,conda-forge/asv,,asv,101.0,296.0,1887.0,164.0,120.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000,44.0,4663.0,10399.0,https://anaconda.org/conda-forge/asv,2020-12-11 12:30:25.113,275344.0,3.0,,,,,,,,,,
134,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 18:53:42.000,2020-11-17 20:29:45.000,2020-11-16 12:31:58.000,61.0,456.0,2020-11-16 12:36:24.000,0.11.2,21.0,22.0,,,mamba,45.0,52.0,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,220.0,7925.0,7925.0,,,,3.0,,,,-1.0,,,,,,
135,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,24,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2021-01-03 02:37:16.000,2020-12-28 17:25:33.000,51.0,302.0,,,23.0,25.0,,,mypy-protobuf,15.0,49.0,195.0,197.0,173.0,https://pypi.org/project/mypy-protobuf,2020-06-18 21:38:10.000,24.0,173796.0,173796.0,,,,3.0,,,,,,,,,,
136,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 15:48:10.000,2021-01-17 16:36:28.000,2021-01-17 16:36:26.000,21.0,270.0,2020-11-16 10:02:15.000,3.5.0,20.0,14.0,,,pytest-randomly,7.0,27.0,323.0,107.0,,https://pypi.org/project/pytest-randomly,2020-11-16 10:02:15.000,107.0,234309.0,234309.0,,,,3.0,,,,,,,,,,
137,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,24,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2021-01-17 18:16:22.000,2020-11-24 02:29:06.000,22.0,257.0,2020-11-24 02:49:27.000,1.5.8,45.0,17.0,conda-forge/darglint,,darglint,35.0,82.0,454.0,277.0,257.0,https://pypi.org/project/darglint,2020-11-24 02:49:27.000,20.0,42758.0,43212.0,https://anaconda.org/conda-forge/darglint,2020-11-24 05:07:32.192,7275.0,3.0,,,,,,,,,,
138,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,24,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2021-01-17 16:35:49.000,2021-01-17 16:35:47.000,12.0,243.0,2020-12-19 10:49:01.000,3.3.1,25.0,9.0,conda-forge/flake8-comprehensions,['flake8'],flake8-comprehensions,10.0,28.0,307.0,714.0,,https://pypi.org/project/flake8-comprehensions,2020-12-19 10:49:01.000,714.0,167997.0,172930.0,https://anaconda.org/conda-forge/flake8-comprehensions,2020-12-20 00:33:24.687,246682.0,3.0,,,,,,,,,,
139,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,24,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2020-10-20 13:40:35.000,2020-08-04 12:21:12.000,58.0,231.0,2019-03-04 08:39:11.000,0.18.1,34.0,40.0,conda-forge/flake8-import-order,['flake8'],flake8-import-order,8.0,83.0,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,1892.0,156914.0,160512.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,179902.0,3.0,,,,,,,,,,
140,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,24,True,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2020-06-06 07:55:44.000,2020-05-12 23:46:18.000,32.0,121.0,2020-05-12 23:12:42.000,3.2.0,37.0,28.0,conda-forge/flake8-quotes,['flake8'],flake8-quotes,3.0,39.0,99.0,4119.0,2715.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000,1404.0,171077.0,173735.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431,138218.0,3.0,,,,,,,,,,
141,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 17:41:25.000,2021-01-11 20:53:19.000,2021-01-11 20:53:15.000,183.0,5134.0,2021-01-10 11:52:16.000,1.0.58,43.0,26.0,,,bpytop,30.0,161.0,349.0,,,https://pypi.org/project/bpytop,2021-01-10 11:52:16.000,,9073.0,9073.0,,,,3.0,,,,,,,,,,
142,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,23,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2020-11-08 14:27:24.000,2020-11-08 14:27:12.000,165.0,3709.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,,,vprof,22.0,56.0,618.0,78.0,69.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,9.0,1545.0,1545.0,,,,3.0,,,,,,,,,,
143,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872,2021-01-20 09:52:02.000,2021-01-04 03:14:37.000,323.0,3461.0,2021-01-04 16:34:49.000,3.13.2,161.0,16.0,conda-forge/rebound,,rebound,20.0,38.0,166.0,30.0,16.0,https://pypi.org/project/rebound,2021-01-04 16:34:49.000,14.0,913.0,3000.0,https://anaconda.org/conda-forge/rebound,2021-01-15 02:06:52.730,91676.0,3.0,159.0,,,,,,,,,
144,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 00:19:00.000,2021-01-20 20:10:28.000,2021-01-20 20:10:24.000,120.0,3227.0,2020-04-04 04:48:23.000,20.5.0,20.0,35.0,conda-forge/monkeytype,,monkeytype,30.0,101.0,268.0,148.0,114.0,https://pypi.org/project/monkeytype,2020-05-18 19:40:30.000,34.0,6155.0,6919.0,https://anaconda.org/conda-forge/monkeytype,2020-05-19 00:57:07.937,27509.0,2.0,,,,,,,,,,
145,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,23,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2021-01-03 00:53:53.000,2021-01-03 00:53:52.000,263.0,1831.0,2020-11-12 20:35:38.000,6.1.0,3.0,101.0,,['pytest'],pytest-testinfra,107.0,192.0,631.0,,,https://pypi.org/project/pytest-testinfra,2020-11-12 20:35:38.000,,39678.0,39678.0,,,,3.0,,,,,,,,,,
146,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 10:58:47.000,2021-01-02 06:03:14.000,2021-01-01 18:48:26.000,31.0,1121.0,2020-10-31 13:10:42.000,0.2.5,14.0,6.0,,,stackprinter,9.0,12.0,159.0,41.0,37.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000,4.0,50745.0,50745.0,,,,3.0,,,,,,,,,,
147,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,23,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2020-12-14 23:37:39.000,2020-12-14 23:37:34.000,62.0,1109.0,2020-10-19 03:49:16.000,0.4.0,53.0,29.0,,,shiv,26.0,54.0,177.0,10.0,,https://pypi.org/project/shiv,2020-10-19 03:49:16.000,10.0,3043.0,3049.0,,,,2.0,113.0,,,,,,,,,
148,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,23,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2021-01-19 22:40:25.000,2021-01-19 19:36:30.000,58.0,1082.0,,,55.0,30.0,conda-forge/mamba,,,104.0,223.0,896.0,300.0,300.0,,,,,16464.0,https://anaconda.org/conda-forge/mamba,2021-01-15 11:20:31.080,362214.0,3.0,,,,,,,,,,
149,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,23,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2021-01-20 22:49:01.000,2021-01-20 22:48:53.000,110.0,830.0,2021-01-04 01:02:33.000,6.6.0,217.0,13.0,,,pyarmor,16.0,415.0,2964.0,151.0,141.0,https://pypi.org/project/pyarmor,2021-01-04 01:02:33.000,10.0,16698.0,16698.0,,,,3.0,18.0,,,,,,,,,
150,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,23,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000,2020-08-02 16:32:20.000,2019-04-10 18:20:19.000,70.0,753.0,2018-11-02 11:01:56.000,7.6.6,97.0,38.0,,,pylama,60.0,53.0,689.0,2575.0,2172.0,https://pypi.org/project/pylama,2018-11-02 11:01:56.000,403.0,44826.0,44826.0,,,,3.0,,,,,,,,,,
151,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2020-12-13 18:51:56.000,2019-08-11 17:42:44.000,64.0,506.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,,,redbaron,59.0,46.0,1669.0,366.0,238.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,128.0,6176.0,6176.0,,,,2.0,,,,,,,,,,
152,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,23,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000,2020-12-28 10:17:29.000,2020-12-27 18:10:35.000,27.0,197.0,2019-11-10 16:23:03.000,1.3.1,48.0,15.0,,,docformatter,18.0,22.0,441.0,591.0,481.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,110.0,21056.0,21056.0,,,,3.0,,,,,,,,,,
153,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 11:45:49.000,2021-01-18 16:20:35.000,2021-01-18 13:06:06.000,54.0,165.0,2020-12-15 14:14:56.000,0.2.22,25.0,42.0,,,data-science-types,34.0,21.0,438.0,46.0,46.0,https://pypi.org/project/data-science-types,2020-12-15 12:21:44.000,0.0,5497.0,5497.0,,,,3.0,,,,,,,,,,
154,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,23,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2021-01-17 22:51:58.000,2020-11-07 23:23:29.000,23.0,147.0,2020-11-08 11:19:26.000,0.10.1.0,5.0,12.0,,,py2exe,9.0,45.0,885.0,1163.0,990.0,https://pypi.org/project/py2exe,2020-11-08 11:19:44.000,173.0,15458.0,15779.0,,,,2.0,7078.0,,,,,,,,,
155,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,23,False,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2020-12-09 08:41:47.000,2019-06-17 12:14:38.000,18.0,119.0,2018-03-19 16:49:31.000,2.0.0,19.0,9.0,,['flake8'],flake8-commas,4.0,25.0,165.0,1358.0,1211.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000,147.0,146758.0,146758.0,,,,3.0,,,,,,,,,,
156,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,23,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2020-12-10 03:10:39.000,2020-11-21 19:17:17.000,26.0,113.0,2020-11-15 20:07:00.000,0.9.21,21.0,15.0,conda-forge/asteval,,asteval,3.0,40.0,359.0,708.0,470.0,https://pypi.org/project/asteval,2020-11-15 20:07:00.000,238.0,36749.0,38853.0,https://anaconda.org/conda-forge/asteval,2019-10-23 14:59:12.733,107339.0,3.0,,,,,,,,,,
157,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,23,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2020-08-11 09:43:27.627,2020-08-11 08:04:26.000,33.0,98.0,2020-07-08 08:06:12.000,4.0.0,31.0,28.0,conda-forge/flake8-isort,['flake8'],flake8-isort,7.0,37.0,257.0,3331.0,2403.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000,928.0,127138.0,127782.0,https://anaconda.org/conda-forge/flake8-isort,2020-08-11 09:43:27.627,9669.0,3.0,,,,,,,,,,
158,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,23,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2021-01-02 09:31:59.000,2020-12-26 12:32:49.000,6.0,97.0,2020-09-16 09:18:09.000,0.22,38.0,24.0,,,py2app,131.0,192.0,594.0,5118.0,3476.0,https://pypi.org/project/py2app,2021-01-02 09:31:59.000,1642.0,7980.0,7980.0,,,,2.0,,,,-1.0,,,,,,
159,Scalene,https://github.com/emeryberger/scalene,,"Scalene: a high-performance, high-precision CPU and memory profiler for Python.",profiling,22,True,emeryberger/scalene,https://github.com/emeryberger/scalene,Apache-2.0,2019-12-17 20:56:28.000,2021-01-20 19:09:23.000,2021-01-20 05:20:12.000,124.0,3500.0,2021-01-20 01:28:27.000,1.1.13,86.0,16.0,,,scalene,20.0,55.0,820.0,22.0,22.0,https://pypi.org/project/scalene,2021-01-20 01:28:27.000,0.0,1615.0,1615.0,,,,3.0,,,,,,,,,,
160,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,True,python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06.000,224.0,2009.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,,,python-taint,18.0,75.0,1576.0,46.0,35.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,11.0,1046.0,1048.0,,,,3.0,55.0,,,,,,,,,
161,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,22,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2021-01-15 22:43:10.000,2021-01-04 17:13:58.000,48.0,750.0,2020-11-11 00:07:02.000,2.7.4,82.0,11.0,conda-forge/pyupgrade,,pyupgrade,22.0,129.0,541.0,10.0,,https://pypi.org/project/pyupgrade,2020-11-11 00:07:02.000,10.0,29978.0,36012.0,https://anaconda.org/conda-forge/pyupgrade,2020-11-11 12:49:43.382,144835.0,3.0,,,,,,,,,,
162,pdoc,https://github.com/mitmproxy/pdoc,,Auto-generate API documentation for Python projects.,documentation,22,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2021-01-20 09:51:59.000,2021-01-20 09:51:54.000,94.0,699.0,2021-01-19 23:44:05.000,1.1.0,39.0,23.0,,,pdoc,4.0,129.0,,566.0,278.0,https://pypi.org/project/pdoc,2021-01-19 23:44:05.000,288.0,3370.0,3370.0,,,,3.0,,,,,,,,,,
163,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 18:03:16.000,2021-01-19 23:23:28.000,2020-10-24 10:26:58.000,27.0,580.0,2020-10-24 15:25:27.000,3.3.1,41.0,6.0,,,hunter,34.0,44.0,900.0,88.0,54.0,https://pypi.org/project/hunter,2020-10-24 15:25:27.000,34.0,5404.0,5404.0,,,,3.0,,,,,,,,,,
164,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,22,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2020-08-05 15:07:23.000,2020-08-05 15:07:10.000,25.0,462.0,2020-08-05 15:08:20.000,1.0.3,31.0,16.0,conda-forge/pytest-testmon,['pytest'],pytest-testmon,36.0,71.0,271.0,297.0,248.0,https://pypi.org/project/pytest-testmon,2019-11-27 13:50:53.000,49.0,22864.0,23620.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,26491.0,3.0,,,,,,,,,,
165,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 02:33:25.000,2021-01-04 07:20:57.000,2020-11-03 22:08:37.000,17.0,232.0,2020-11-03 22:11:18.000,1.3.2,12.0,8.0,,,interrogate,11.0,16.0,122.0,327.0,327.0,https://pypi.org/project/interrogate,2020-11-03 22:11:18.000,,18874.0,18874.0,,,,3.0,,,,,,,,,,
166,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 06:58:51.000,2021-01-21 02:15:07.000,2021-01-21 02:15:04.000,6.0,174.0,2020-10-12 08:27:22.000,1.0.0,10.0,9.0,,['flake8'],flake8-eradicate,2.0,23.0,270.0,72.0,,https://pypi.org/project/flake8-eradicate,2020-10-12 08:26:40.000,72.0,57811.0,57811.0,,,,3.0,,,,,,,,,,
167,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,22,True,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 03:27:03.000,35.0,149.0,2020-01-11 00:04:02.000,1.6.2,31.0,10.0,,['sphinx'],releases,28.0,42.0,520.0,1016.0,310.0,https://pypi.org/project/releases,2020-01-11 00:04:02.000,706.0,4830.0,4830.0,,,,3.0,,,,,,,,,,
168,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness.,testing,22,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2021-01-21 04:20:58.000,2020-09-12 02:37:45.000,4.0,88.0,2020-09-11 16:44:12.000,0.15.0,53.0,3.0,,,xdoctest,13.0,14.0,551.0,776.0,724.0,https://pypi.org/project/xdoctest,2020-09-11 16:44:12.000,52.0,21431.0,21431.0,,,,3.0,,,,1.0,,,,,,conda-forge/xdoctest
169,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2020-10-20 18:00:58.207,2018-06-28 13:35:12.000,11.0,60.0,2018-08-16 03:16:49.000,0.54.0,52.0,61.0,conda-forge/memory_profiler,,memory_profiler,,,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,103802.0,105618.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207,101723.0,3.0,,,,,,,,,,
170,pipx,https://github.com/pipxproject/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,21,True,pipxproject/pipx,https://github.com/pipxproject/pipx,MIT,2018-10-06 18:47:46.000,2021-01-20 09:45:32.000,2021-01-16 08:40:30.000,146.0,3108.0,2021-01-16 07:52:21.000,0.16.0.0,41.0,53.0,,,pipx,59.0,280.0,403.0,2.0,,https://pypi.org/project/pipx,2021-01-16 08:17:57.000,2.0,19830.0,19830.0,,,,3.0,,,,,,,,,,
171,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,21,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 21:31:39.000,93.0,1670.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,,,dephell,100.0,161.0,2145.0,8.0,,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,8.0,3426.0,3431.0,,,,3.0,108.0,,,,,,,,,
172,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,21,True,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2021-01-21 06:05:38.000,2020-08-26 00:32:16.000,181.0,1668.0,2017-11-22 14:27:35.000,2.7.0,37.0,55.0,,,sixpack,73.0,125.0,828.0,11.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,3.0,136.0,136.0,,,,3.0,,,,,,,,,,
173,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,21,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2019-12-20 19:59:53.000,2019-12-20 19:59:49.000,126.0,735.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,,,pycco,26.0,28.0,222.0,307.0,201.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,106.0,862.0,862.0,,,,3.0,,,,,,,,,,
174,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,21,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2020-12-11 22:56:39.000,2020-12-11 22:53:20.000,95.0,667.0,2020-07-03 08:11:24.000,2.5.1,20.0,26.0,,,pynsist,23.0,123.0,532.0,88.0,,https://pypi.org/project/pynsist,2020-11-05 21:10:48.000,88.0,927.0,927.0,,,,3.0,,,,,,,,,,
175,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,21,True,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2020-03-15 09:15:49.000,2020-02-10 02:47:14.000,48.0,252.0,2019-02-25 23:55:38.000,0.8,18.0,31.0,,,baron,41.0,29.0,1489.0,224.0,132.0,https://pypi.org/project/baron,2018-10-29 00:43:39.000,92.0,6274.0,6274.0,,,,3.0,,,,,,,,,,
176,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,21,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2020-11-12 15:11:07.000,2020-09-22 09:13:51.000,32.0,186.0,2020-09-22 09:28:03.000,0.10.1,13.0,9.0,,['pytest'],pytest-docker,16.0,13.0,56.0,14.0,,https://pypi.org/project/pytest-docker,2020-09-22 09:28:03.000,14.0,11288.0,11293.0,,,,3.0,66.0,,,,,,,,,
177,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,False,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2020-09-30 08:09:38.000,2019-12-31 16:45:20.000,15.0,88.0,2019-12-31 16:44:58.000,0.2.1,10.0,11.0,conda-forge/dodgy,,dodgy,8.0,2.0,64.0,1716.0,1192.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,524.0,66215.0,66612.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,21042.0,3.0,,,,,,,,,,
178,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,21,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2020-10-26 15:39:53.000,2020-08-11 08:34:28.000,15.0,58.0,2020-05-14 10:45:01.000,1.5.3,23.0,13.0,conda-forge/flake8-builtins,['flake8'],flake8-builtins,2.0,30.0,209.0,2056.0,1544.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,512.0,130072.0,132125.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,102678.0,3.0,,,,,,,,,,
179,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 20:11:12.000,2021-01-07 06:30:51.000,2021-01-07 06:30:50.000,7.0,56.0,,,4.0,6.0,conda-forge/pylint-flask,['pylint'],pylint-flask,3.0,5.0,39.0,4383.0,4283.0,https://pypi.org/project/pylint-flask,2016-08-27 23:02:08.000,100.0,83970.0,84789.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,43443.0,3.0,,,,,,,,,,
180,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 01:31:58.000,113.0,2998.0,2017-06-28 06:10:16.000,0.1.3,3.0,18.0,,,profiling,15.0,20.0,433.0,34.0,29.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,5.0,3540.0,3540.0,,,,3.0,,,,,,,,,,
181,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 17:42:17.000,184.0,2512.0,,,13.0,20.0,,,pyrasite,37.0,14.0,274.0,31.0,26.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,5.0,7016.0,7016.0,,,,3.0,,,,,,,,,,
182,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,20,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2020-12-04 19:43:52.000,2020-12-04 19:43:26.000,45.0,1422.0,2020-12-02 20:41:20.000,20.12.2,3.0,21.0,,,xar,8.0,21.0,53.0,12.0,12.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,136.0,136.0,,,,3.0,,,,,,,,,,
183,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,20,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2020-11-24 21:06:25.000,2020-11-10 12:27:42.000,40.0,1163.0,2019-09-16 15:37:03.000,1.2.0,9.0,15.0,,,pyannotate,24.0,33.0,93.0,78.0,56.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,22.0,970.0,970.0,,,,3.0,,,,,,,,,,
184,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,20,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2021-01-17 07:35:02.000,2021-01-17 07:34:10.000,50.0,693.0,2021-01-17 07:35:02.000,1.5.0,24.0,13.0,,,portray,15.0,23.0,209.0,8.0,,https://pypi.org/project/portray,2021-01-17 07:35:02.000,8.0,2572.0,2572.0,,,,3.0,,,,,,,,,,
185,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,20,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2020-12-08 17:21:33.000,2020-12-08 17:21:32.000,13.0,315.0,2020-03-09 15:14:43.000,0.11.0,13.0,7.0,,,dlint,20.0,12.0,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000,18.0,9611.0,9611.0,,,,3.0,,,,,,,,,,
186,mkdocstrings,https://github.com/pawamoy/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,pawamoy/mkdocstrings,https://github.com/pawamoy/mkdocstrings,ISC,2019-12-09 18:09:09.000,2021-01-20 00:42:52.000,2021-01-19 17:56:53.000,29.0,270.0,2021-01-06 21:43:56.000,0.14.0,34.0,18.0,,['mkdocs'],mkdocstrings,43.0,102.0,355.0,0.0,,https://pypi.org/project/mkdocstrings,2021-01-06 21:43:56.000,0.0,11167.0,11167.0,,,,3.0,,,,,,,,,,
187,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,20,False,ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332,2020-07-19 15:23:26.710,2019-10-30 17:50:10.000,47.0,248.0,,,13.0,10.0,conda-forge/assertpy,,assertpy,,,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,124.0,39138.0,39400.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,9969.0,3.0,,,,,,,,,,
188,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,20,True,life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40.000,28.0,210.0,2021-01-11 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 18:40:32.000,0.0,11344.0,11347.0,,,,3.0,50.0,,,,,,,,,
189,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,20,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2020-09-16 11:20:09.000,2020-09-16 11:20:01.000,15.0,177.0,2019-10-08 16:24:35.000,0.7.1,17.0,7.0,conda-forge/xenon,,xenon,6.0,23.0,100.0,237.0,175.0,https://pypi.org/project/xenon,2020-09-16 09:47:41.000,62.0,12443.0,12689.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,9625.0,3.0,,,,,,,,,,
190,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,20,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2021-01-06 17:14:12.000,2020-07-23 01:35:13.000,26.0,163.0,2020-07-23 01:35:39.000,0.5.8,22.0,9.0,,['mkdocs'],mkdocs-pdf-export-plugin,29.0,41.0,68.0,109.0,105.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000,4.0,3911.0,3911.0,,,,3.0,,,,,,,,,,
191,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,20,True,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 17:56:35.000,11.0,161.0,2019-11-20 10:54:24.000,0.6.3,12.0,7.0,conda-forge/pytest-lazy-fixture,['pytest'],pytest-lazy-fixture,12.0,19.0,92.0,274.0,243.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,31.0,42775.0,47595.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,216913.0,3.0,,,,,,,,,,
192,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,20,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2021-01-02 00:38:05.000,2021-01-02 00:37:37.000,11.0,159.0,2021-01-02 00:37:56.000,2.0.2,29.0,9.0,,,add-trailing-comma,,30.0,198.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-02 00:37:56.000,14.0,2746.0,2746.0,,,,3.0,,,,,,,,,,
193,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 13:19:39.000,17.0,129.0,2019-10-22 13:04:22.000,1.3.1,9.0,7.0,conda-forge/pytest-datadir,['pytest'],pytest-datadir,3.0,11.0,71.0,333.0,281.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,52.0,41807.0,42998.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,60774.0,3.0,,,,,,,,,,
194,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,20,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2020-12-22 01:59:58.000,2020-12-22 01:43:41.000,17.0,122.0,2020-12-22 02:04:30.000,2.5.0,16.0,2.0,,['mkdocs'],mkdocs-awesome-pages-plugin,2.0,30.0,53.0,303.0,258.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000,45.0,8345.0,8345.0,,,,3.0,,,,1.0,,,,,,
195,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,20,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000,2020-10-06 12:45:07.000,2020-10-01 09:23:01.000,18.0,111.0,2020-10-01 09:33:03.000,2.0.0,16.0,7.0,,,eradicate,4.0,13.0,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000,156.0,65011.0,65011.0,,,,3.0,,,,,,,,,,
196,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,20,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2020-07-25 16:32:38.063,2020-07-25 16:06:31.000,7.0,81.0,2020-07-25 16:07:56.000,0.2.1,9.0,4.0,conda-forge/flake8-black,['flake8'],flake8-black,4.0,13.0,85.0,570.0,552.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000,18.0,71969.0,75298.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063,63264.0,3.0,,,,,,,,,,
197,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,20,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 05:51:08.000,13.0,57.0,2019-10-08 03:58:31.000,2.1.2,11.0,5.0,,['flake8'],flake8-bandit,3.0,7.0,44.0,132.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000,132.0,66053.0,66053.0,,,,3.0,,,,,,,,,,
198,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 18:02:19.000,2020-11-05 16:46:00.000,2019-08-07 13:44:00.000,10.0,53.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,,,unify,6.0,3.0,69.0,208.0,193.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,15.0,13374.0,13374.0,,,,3.0,,,,,,,,,,
199,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,19,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2020-11-17 20:56:21.000,2020-11-17 20:56:15.000,39.0,1996.0,2019-10-26 03:38:01.000,2.0.0,13.0,9.0,,,icecream,10.0,27.0,176.0,2.0,,https://pypi.org/project/icecream,2019-10-26 03:30:15.000,2.0,4489.0,4489.0,,,,3.0,,,,,,,,,,
200,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,19,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-01-05 04:22:45.000,2020-12-27 21:49:39.000,59.0,1828.0,2020-11-24 01:10:26.000,1.2.19,42.0,4.0,,,pretty_errors,1.0,24.0,119.0,0.0,,https://pypi.org/project/pretty_errors,2020-11-24 01:10:26.000,0.0,7591.0,7591.0,,,,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 18:49:20.000,2020-08-25 21:49:38.000,2020-08-25 21:35:41.000,70.0,1365.0,2018-12-23 14:02:19.000,0.8.4,35.0,8.0,,,birdseye,19.0,26.0,380.0,33.0,33.0,https://pypi.org/project/birdseye,2020-08-25 21:49:38.000,,413.0,413.0,,,,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 22:12:25.000,2020-10-31 17:54:07.000,2020-10-01 23:10:22.000,36.0,638.0,2020-09-02 06:33:11.000,1.19.0,45.0,14.0,,,wily,28.0,47.0,686.0,8.0,,https://pypi.org/project/wily,2020-09-02 06:33:11.000,8.0,1793.0,1793.0,,,,3.0,,,,,,,,,,
203,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,19,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2020-09-13 16:39:19.000,2020-09-13 16:39:10.000,18.0,456.0,2020-08-25 21:31:27.000,0.2.5,9.0,18.0,,,snoop,11.0,12.0,375.0,35.0,27.0,https://pypi.org/project/snoop,2020-08-25 21:31:27.000,8.0,7070.0,7070.0,,,,3.0,,,,,,,,,,
204,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,19,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-01-19 19:03:16.000,2019-05-10 19:18:48.000,23.0,370.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,,,vex,2.0,38.0,200.0,35.0,19.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,16.0,465.0,465.0,,,,3.0,,,,,,,,,,
205,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,19,False,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2019-12-10 10:02:01.000,2019-12-10 10:01:59.000,14.0,301.0,2019-01-20 11:58:25.000,1.6.0,20.0,9.0,,,manhole,6.0,14.0,459.0,129.0,63.0,https://pypi.org/project/manhole,2019-01-20 11:58:25.000,66.0,4681.0,4681.0,,,,3.0,,,,,,,,,,
206,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 06:52:50.000,2021-01-17 05:47:13.000,2020-12-01 19:46:08.000,113.0,285.0,2020-11-15 09:12:52.000,3.2.0,35.0,44.0,constructor,,,32.0,188.0,914.0,8.0,8.0,,,,,67.0,https://anaconda.org/anaconda/constructor,2020-08-22 09:13:31.665,3256.0,3.0,219.0,,,,,,,,,
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 19:05:46.000,21.0,149.0,2018-06-24 06:23:48.000,0.8.2,7.0,9.0,,,pynt,5.0,13.0,128.0,87.0,67.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,20.0,2653.0,2653.0,,,,3.0,,,,,,,,,,
208,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 09:40:29.000,2021-01-15 17:20:29.000,2020-12-14 19:18:13.000,27.0,653.0,2020-11-21 15:09:28.000,0.2.9,23.0,19.0,,,pyflow,39.0,39.0,270.0,,,https://pypi.org/project/pyflow,2020-11-21 15:18:30.000,,91.0,242.0,,,,3.0,2573.0,,,,,,,,,
209,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,18,False,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-01-08 21:28:29.000,2018-12-06 03:53:03.000,27.0,491.0,2018-12-02 19:13:32.000,0.0.4,4.0,4.0,,,py-heat,2.0,8.0,51.0,30.0,26.0,https://pypi.org/project/py-heat,2018-12-06 03:20:43.000,4.0,233.0,233.0,,,,3.0,,,,,,,,,,
210,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,18,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2021-01-12 15:22:56.000,2020-12-16 09:27:54.000,28.0,214.0,2020-12-11 01:56:10.000,0.1.3,5.0,21.0,,,fixit,19.0,19.0,146.0,2.0,2.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000,,393.0,393.0,,,,3.0,,,,,,,,,,
211,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2021-01-05 10:45:01.000,2017-12-09 20:00:47.000,37.0,213.0,2016-09-18 21:57:32.000,1.1.0,9.0,15.0,,,imhotep,23.0,23.0,356.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000,4.0,31.0,31.0,,,,3.0,,,,,,,,,,
212,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,18,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000,2021-01-06 04:14:45.000,2021-01-05 16:03:40.000,15.0,148.0,2020-12-20 04:52:14.000,1.9.1,17.0,10.0,conda-forge/blacken-docs,,blacken-docs,2.0,19.0,117.0,22.0,,https://pypi.org/project/blacken-docs,2020-12-20 04:52:14.000,22.0,4806.0,6848.0,https://anaconda.org/conda-forge/blacken-docs,2020-12-20 06:19:44.385,12252.0,3.0,,,,,,,,,,
213,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,18,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 16:51:00.000,16.0,106.0,,,6.0,8.0,,['flake8'],flake8-mypy,19.0,3.0,50.0,652.0,620.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,32.0,17508.0,17508.0,,,,3.0,,,,,,,,,,
214,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,18,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2020-10-07 04:18:38.000,2020-10-07 04:18:32.000,26.0,92.0,2019-12-23 17:05:52.000,0.5.4,22.0,16.0,,['sphinx'],sphinx-markdown-builder,17.0,16.0,99.0,160.0,118.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000,42.0,5311.0,5311.0,,,,3.0,,clayrisser/sphinx-markdown-builder,,,,,,,,
215,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 05:19:51.000,2020-12-16 03:23:26.000,2020-12-16 03:23:19.000,13.0,90.0,2019-07-29 01:14:33.000,0.2.1,5.0,9.0,conda-forge/pandas-vet,['flake8'],pandas-vet,14.0,25.0,175.0,27.0,27.0,https://pypi.org/project/pandas-vet,2019-07-27 06:54:02.000,,2064.0,2328.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445,5535.0,3.0,31.0,,,,,,,,,
216,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 02:11:17.000,13.0,87.0,2020-12-23 02:19:02.000,0.69.1,14.0,6.0,,,massedit,3.0,5.0,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 01:49:47.000,10.0,995.0,995.0,,,,3.0,15.0,,,,,,,,,
217,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,18,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2020-10-16 02:02:54.000,2020-10-16 01:58:36.000,5.0,30.0,2020-10-16 02:02:42.000,0.3.1,8.0,6.0,,['mkdocs'],mkdocs-git-revision-date-plugin,1.0,9.0,24.0,147.0,129.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000,18.0,2803.0,2803.0,,,,3.0,,,,,,,,,,
218,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,18,False,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2021-01-20 09:19:23.000,2021-01-11 05:41:48.000,7.0,29.0,2021-01-11 02:43:17.000,0.8.3,24.0,5.0,,['mkdocs'],mkdocs-with-pdf,9.0,26.0,158.0,10.0,10.0,https://pypi.org/project/mkdocs-with-pdf,2021-01-11 02:26:16.000,,669.0,669.0,,,,3.0,,,,,,,,,,
219,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,17,False,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2020-08-08 20:55:38.000,2019-02-13 15:27:07.000,273.0,4062.0,2019-02-14 00:27:42.000,1.1.5,7.0,41.0,,,,103.0,170.0,463.0,,,,,,,,,,,3.0,,,,,,,,,,
220,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 09:19:00.000,111.0,2045.0,2019-03-09 13:53:12.000,1.0.0,20.0,18.0,,,fake2db,6.0,15.0,242.0,14.0,13.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,1.0,102.0,102.0,,,,3.0,,,,,,,,,,
221,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,17,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2020-11-27 21:18:45.000,2020-11-27 21:18:44.000,7.0,195.0,2019-03-14 11:34:54.000,0.3.0,10.0,4.0,,,bellybutton,7.0,6.0,32.0,3.0,3.0,https://pypi.org/project/bellybutton,2019-12-11 13:36:20.000,0.0,2712.0,2712.0,,,,3.0,,,,,,,,,,
222,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same configuration across multiple projects.,linters,17,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2021-01-21 08:02:48.000,2021-01-18 01:29:16.000,9.0,113.0,2020-11-02 21:51:47.000,0.23.1,38.0,6.0,,['flake8'],nitpick,15.0,37.0,409.0,,,https://pypi.org/project/nitpick,2020-11-02 21:51:44.000,,3925.0,3925.0,,,,3.0,,,,,,,,,,
223,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,17,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000,2021-01-06 15:11:26.000,2021-01-06 15:11:21.000,15.0,90.0,2021-01-01 18:09:19.000,0.7.1,22.0,11.0,,,unimport,7.0,56.0,361.0,4.0,4.0,https://pypi.org/project/unimport,2021-01-01 18:09:19.000,,1093.0,1093.0,,,,3.0,,,,-1.0,,,,,,
224,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,17,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2019-12-07 19:55:59.000,2019-05-24 17:17:56.000,4.0,84.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,,,pyformat,3.0,3.0,199.0,89.0,70.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,19.0,2804.0,2804.0,,,,3.0,,,,,,,,,,
225,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,17,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-01-15 16:45:06.000,2020-11-19 12:03:05.000,7.0,33.0,2020-11-19 12:04:22.000,0.3.1,5.0,4.0,,['mkdocs'],mkdocs-versioning,7.0,18.0,113.0,12.0,12.0,https://pypi.org/project/mkdocs-versioning,2020-11-19 12:04:22.000,,427.0,427.0,,,,3.0,,,,,,,,,,
226,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2020-10-24 17:27:01.000,2020-10-24 17:26:28.000,4.0,8.0,2020-10-24 03:39:21.000,3.0.0,27.0,3.0,,"['flake8', 'pylint']",yala,1.0,11.0,164.0,45.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000,9.0,465.0,465.0,,,,3.0,,,,,,,,,,
227,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 20:36:38.000,13.0,110.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,,,pep8ify,6.0,12.0,154.0,46.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,12.0,57.0,57.0,,,,3.0,,,,,,,,,,
228,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,16,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2020-10-11 13:24:37.859,2020-10-11 09:52:52.000,14.0,92.0,2019-09-13 11:08:57.000,20.10.0,8.0,7.0,conda-forge/retype,,retype,9.0,3.0,92.0,34.0,,https://pypi.org/project/retype,2020-10-11 09:46:06.000,34.0,1249.0,1567.0,https://anaconda.org/conda-forge/retype,2020-10-11 13:24:37.859,11455.0,3.0,,,,,,,,,,
229,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 11:57:28.000,3.0,63.0,2019-04-05 11:43:43.000,2.3.0,22.0,3.0,,['pytest'],pytest-play,3.0,24.0,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-04-05 11:43:43.000,4.0,187.0,187.0,,,,3.0,,,,,,,,,,
230,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 23:32:13.000,2021-01-19 20:01:04.000,2021-01-18 20:55:13.000,99.0,2776.0,2020-04-10 04:16:04.000,0.7.0,3.0,28.0,,,,187.0,110.0,,,,,,,,,,,,3.0,,,,,,,,,,
231,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,15,False,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2020-11-24 11:15:49.000,2019-10-12 14:34:36.000,272.0,2469.0,,,,29.0,,,,7.0,53.0,130.0,,,,,,,,,,,3.0,,,,,,,,,,
232,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 19:03:43.000,2020-12-31 10:35:22.000,2020-12-31 10:35:21.000,152.0,1417.0,,,,55.0,,,,23.0,156.0,404.0,,,,,,,,,,,3.0,,,,,,,,,,
233,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,15,True,skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44.000,12.0,357.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,,,tbvaccine,7.0,12.0,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,429.0,429.0,,,,3.0,,,,,,,,,,
234,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 01:59:13.000,2020-12-13 04:04:12.000,2020-12-13 04:02:52.000,9.0,58.0,2020-11-29 17:06:39.000,8.2.1,16.0,7.0,,,pip-run,4.0,33.0,,,,https://pypi.org/project/pip-run,2020-11-29 17:06:34.000,,1318.0,1318.0,,,,3.0,,,,,,,,,,
235,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,14,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2020-06-24 12:43:11.000,2017-02-13 18:07:04.000,12.0,271.0,,,8.0,2.0,,,pycycle,12.0,1.0,26.0,41.0,37.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,4.0,705.0,705.0,,,,3.0,,,,,,,,,,
236,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,14,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2020-11-30 22:20:25.000,2020-11-30 22:18:53.000,21.0,180.0,2018-12-12 19:47:05.000,0.7.0,10.0,16.0,,"['flake8', 'mypy']",linty-fresh,8.0,1.0,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,14.0,14.0,,,,3.0,,,,,,,,,,
237,subpar,https://github.com/google/subpar,,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,packaging,13,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2020-09-16 16:25:54.000,2019-08-15 01:37:08.000,62.0,466.0,2019-05-14 20:14:05.000,2.0.0,5.0,14.0,,,,30.0,30.0,93.0,,,,,,,,,,,3.0,,,,,,,,,,
238,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,13,True,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2020-08-04 13:25:34.000,2020-04-11 14:20:38.000,52.0,356.0,,,,46.0,,,,30.0,51.0,747.0,,,,,,,,,,,3.0,,,,,,,,,,
239,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,13,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2021-01-21 09:35:31.000,2021-01-21 06:53:17.000,6.0,141.0,2020-12-06 07:39:42.000,0.5.1,9.0,2.0,conda-forge/beartype,,beartype,3.0,8.0,,0.0,,https://pypi.org/project/beartype,2020-12-06 07:39:42.000,0.0,748.0,1025.0,https://anaconda.org/conda-forge/beartype,2021-01-20 06:24:55.793,1940.0,3.0,,,,-2.0,,,,,,
240,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,12,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2019-06-27 03:42:49.000,2019-06-27 03:42:48.000,9.0,125.0,,,23.0,5.0,,,pipenv-pipes,4.0,10.0,285.0,,,https://pypi.org/project/pipenv-pipes,2018-05-28 01:45:42.000,,129.0,129.0,,,,3.0,,,,,,,,,,
241,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,12,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2020-08-17 14:14:00.000,2020-08-17 14:13:59.000,4.0,73.0,2019-06-17 19:19:47.000,0.1.1,2.0,3.0,,,com2ann,4.0,13.0,27.0,1.0,1.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000,,81.0,81.0,,,,3.0,,,,,,,,,,
242,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,12,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2020-12-22 13:14:58.000,2020-12-21 19:27:51.000,2.0,14.0,2020-12-21 19:51:57.000,1.0.0,16.0,,,['mkdocs'],mkdocs-print-site-plugin,2.0,35.0,112.0,6.0,6.0,https://pypi.org/project/mkdocs-print-site-plugin,2020-12-21 19:51:57.000,,100.0,100.0,,,,3.0,,,,,,,,,,
243,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,12,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2020-12-17 13:59:43.000,2020-12-17 13:59:36.000,1.0,8.0,2020-12-13 16:12:58.000,0.4.3,13.0,3.0,,,lazydocs,,,,9.0,9.0,https://pypi.org/project/lazydocs,2020-12-13 14:58:14.000,0.0,195.0,195.0,,,,3.0,,,,,,,,,,
244,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,11,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2019-08-05 17:14:04.000,2019-08-05 17:14:01.000,2.0,122.0,2019-07-10 16:08:05.000,1.0.0,9.0,2.0,,,cohesion,1.0,11.0,78.0,2.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,2.0,443.0,443.0,,,,3.0,,,,,,,,,,
245,pyship,https://github.com/jamesabel/pyship,,"freezer, installer and updater for Python applications.",packaging,11,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,,5.0,2020-11-04 02:56:54.000,0.1.0,14.0,,,,pyship,4.0,,,,,https://pypi.org/project/pyship,2020-12-07 00:53:45.000,,53.0,53.0,,,,3.0,,,,,,,,,,
246,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,11,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2021-01-20 18:09:15.000,2021-01-20 18:09:08.000,2.0,5.0,2020-12-12 17:07:55.000,0.6.6,30.0,4.0,,,universal-build,,,,,,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,,177.0,184.0,,,,3.0,15.0,,,,,,,,,
1 name homepage resource description category projectrank show github_id github_url license created_at updated_at last_commit_pushed_at fork_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count conda_id labels pypi_id open_issue_count closed_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 updated_github_id cargo_id trending 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 2021-01-21 14:47:26.000 2021-01-21 11:59:31.000 42.0 820.0 2021-01-17 11:09:06.000 2021.01.16 4.0 4.0
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 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 39 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2021-01-21 12:58:53.000 2021-01-21 12:58:52.000 1611.0 6951.0 2020-12-15 15:38:30.000 6.2.1 144.0 690.0 conda-forge/pytest ['pytest'] pytest 615.0 3756.0 13324.0 406050.0 275466.0 https://pypi.org/project/pytest 2020-12-15 15:37:57.000 130584.0 10987648.0 11103186.0 https://anaconda.org/conda-forge/pytest 2021-01-10 20:05:32.223 6239091.0 1.0
6 4 pip https://github.com/pypa/pip The Python package installer. dependency-managers 38 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000 2021-01-20 19:57:15.000 2021-01-20 19:57:14.000 2134.0 6852.0 2020-12-15 15:44:25.000 20.3.3 99.0 576.0 conda-forge/pip pip 893.0 4524.0 11261.0 59968.0 41302.0 https://pypi.org/project/pip 2020-12-15 15:44:25.000 18666.0 46925996.0 47227179.0 https://anaconda.org/conda-forge/pip 2020-12-15 16:43:45.488 16263898.0 1.0
7 5 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 37 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000 2021-01-21 09:24:00.000 2021-01-20 12:12:22.000 1399.0 3752.0 2021-01-07 16:17:19.000 3.4.3 141.0 608.0 conda-forge/sphinx ['sphinx'] sphinx 786.0 4419.0 16684.0 230005.0 125469.0 https://pypi.org/project/sphinx 2021-01-07 16:17:19.000 104536.0 1958238.0 2006738.0 https://anaconda.org/conda-forge/sphinx 2021-01-07 17:29:49.988 2570549.0 1.0
8 6 pipenv https://github.com/pypa/pipenv Python Development Workflow for Humans. virtual-envs 36 True pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000 2021-01-21 10:18:28.000 2021-01-21 10:18:26.000 1583.0 21454.0 2020-11-15 04:19:27.000 2020.11.15 297.0 372.0 conda-forge/pipenv pipenv 484.0 2848.0 7026.0 18224.0 15950.0 https://pypi.org/project/pipenv 2020-11-15 04:19:27.000 2274.0 1422468.0 1424836.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831 35525.0 1.0
9 7 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 2021-01-18 17:23:27.000 2021-01-11 00:53:22.000 879.0 17142.0 2021-01-11 01:27:55.000 4.56.0 111.0 94.0 conda-forge/tqdm tqdm 272.0 491.0 1733.0 167967.0 141729.0 https://pypi.org/project/tqdm 2021-01-11 00:58:53.000 26238.0 9169256.0 9256980.0 https://anaconda.org/conda-forge/tqdm 2021-01-12 02:41:41.554 4818314.0 1.0 7398.0
10 8 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 2021-01-15 17:44:38.000 2021-01-08 18:10:08.000 1074.0 6990.0 2020-12-19 01:19:27.000 5.8.0 83.0 156.0 conda-forge/psutil psutil 158.0 1269.0 5672.0 95888.0 71222.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000 24666.0 13628438.0 13724444.0 https://anaconda.org/conda-forge/psutil 2021-01-12 14:13:09.300 5472344.0 1.0
11 9 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 36 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000 2021-01-20 21:50:29.000 2021-01-17 12:48:22.000 424.0 4731.0 2020-12-25 10:34:25.000 0.18.0 30.0 140.0 conda-forge/jedi jedi 16.0 1186.0 8195.0 126701.0 110795.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000 15906.0 9238430.0 9312856.0 https://anaconda.org/conda-forge/jedi 2021-01-14 15:48:43.942 3795761.0 1.0
12 10 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 36 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2021-01-14 07:20:15.000 2021-01-14 07:20:10.000 375.0 3668.0 2020-12-31 01:16:34.000 5.7.0 125.0 220.0 conda-forge/isort isort 22.0 871.0 3449.0 173749.0 149531.0 https://pypi.org/project/isort 2020-10-13 06:36:52.000 24218.0 5491156.0 5518624.0 https://anaconda.org/conda-forge/isort 2020-12-31 02:59:49.605 1483275.0 1.0
13 11 mypy https://github.com/python/mypy Optional static typing for Python 3 and 2 (PEP 484). linters 35 True python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000 2021-01-20 16:56:07.000 2021-01-20 16:27:00.000 1577.0 9769.0 77.0 439.0 conda-forge/mypy mypy 1524.0 4473.0 9324.0 32497.0 26413.0 https://pypi.org/project/mypy 2020-10-09 16:54:29.000 6084.0 2034136.0 2050730.0 https://anaconda.org/conda-forge/mypy 2020-10-09 19:05:45.293 630609.0 1.0
14 12 black https://github.com/psf/black The uncompromising Python code formatter. formatters 34 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000 2021-01-18 06:02:59.000 2021-01-18 00:59:06.000 1183.0 19217.0 2020-08-26 15:56:21.000 20.8b1 23.0 218.0 conda-forge/black black 368.0 957.0 869.0 49203.0 42975.0 https://pypi.org/project/black 2020-08-26 15:52:03.000 6228.0 2279172.0 2310223.0 https://anaconda.org/conda-forge/black 2020-09-07 11:42:46.809 978061.0 2.0 10724.0
15 13 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 2021-01-18 17:04:22.000 2021-01-09 09:48:25.000 667.0 3173.0 2020-08-21 09:15:44.000 2.6.0 88.0 356.0 conda-forge/pylint pylint 654.0 2533.0 5017.0 210882.0 173148.0 https://pypi.org/project/pylint 2020-08-21 09:15:44.000 37734.0 3173015.0 3200034.0 https://anaconda.org/conda-forge/pylint 2020-10-13 14:32:00.323 1432012.0 1.0
16 14 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 34 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000 2021-01-21 09:42:46.000 2021-01-20 08:05:50.000 342.0 2033.0 2021-01-13 07:36:36.000 3.21.2 109.0 234.0 conda-forge/tox ['pytest'] tox 155.0 952.0 1949.0 76649.0 40249.0 https://pypi.org/project/tox 2021-01-19 10:59:21.000 36400.0 1551430.0 1556579.0 https://anaconda.org/conda-forge/tox 2021-01-20 01:34:58.440 205968.0 1.0
17 15 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 2021-01-21 02:45:07.000 2021-01-18 17:18:26.000 683.0 1284.0 2021-01-17 22:44:44.000 51.3.3 417.0 411.0 conda-forge/setuptools setuptools 524.0 1183.0 145045.0 87115.0 https://pypi.org/project/setuptools 2021-01-17 22:44:39.000 57930.0 53323113.0 53656156.0 https://anaconda.org/conda-forge/setuptools 2021-01-08 05:42:17.824 17984290.0 1.0 101.0
18 16 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 34 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2021-01-07 23:32:13.000 2021-01-07 23:32:08.000 183.0 1064.0 2020-10-02 23:34:01.000 3.8.4 76.0 148.0 conda-forge/flake8 flake8 7.0 1876.0 214912.0 143622.0 https://pypi.org/project/flake8 2020-10-02 23:34:01.000 71290.0 4040713.0 4074830.0 https://anaconda.org/conda-forge/flake8 2020-10-05 05:07:54.333 1876443.0 1.0
19 17 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 33 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2021-01-19 23:04:36.000 2021-01-13 14:46:31.000 1598.0 11412.0 2020-05-14 15:18:01.000 1.1.2 44.0 181.0 conda-forge/mkdocs ['mkdocs'] mkdocs 133.0 1331.0 1492.0 16138.0 10196.0 https://pypi.org/project/mkdocs 2020-05-14 15:18:01.000 5942.0 206506.0 208510.0 https://anaconda.org/conda-forge/mkdocs 2020-06-01 13:16:37.068 114266.0 1.0
20 18 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 33 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000 2021-01-20 11:37:57.000 2021-01-18 12:37:04.000 1555.0 5464.0 2020-09-01 18:21:46.000 3.2.2 51.0 132.0 conda-forge/robotframework robotframework 188.0 3241.0 12702.0 4717.0 3309.0 https://pypi.org/project/robotframework 2020-11-30 19:27:10.000 1408.0 386854.0 387848.0 https://anaconda.org/conda-forge/robotframework 2020-09-03 11:47:40.885 35592.0 1.0 493.0
21 19 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 2021-01-21 11:39:53.000 2021-01-21 02:10:28.000 448.0 4896.0 2021-01-14 22:07:45.000 hypothesis-python-6.0.2 796.0 242.0 conda-forge/hypothesis hypothesis 54.0 983.0 10431.0 10092.0 7476.0 https://pypi.org/project/hypothesis 2021-01-14 22:07:30.000 2616.0 642844.0 705124.0 https://anaconda.org/conda-forge/hypothesis 2021-01-14 23:48:55.769 3363155.0 1.0
22 20 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 33 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000 2021-01-08 01:29:21.000 2021-01-07 18:35:38.000 592.0 4223.0 2020-05-11 20:02:52.000 2.6.0 11.0 124.0 conda-forge/pycodestyle pycodestyle 112.0 522.0 1199.0 137079.0 115849.0 https://pypi.org/project/pycodestyle 2020-05-11 20:02:52.000 21230.0 5917673.0 5954120.0 https://anaconda.org/conda-forge/pycodestyle 2020-05-12 17:42:46.576 2004626.0 1.0
23 21 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 33 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2020-12-28 06:47:45.000 2020-12-28 06:47:37.000 228.0 3666.0 2020-08-02 04:28:37.000 1.5.4 64.0 47.0 conda-forge/autopep8 autopep8 85.0 328.0 2672.0 72768.0 62584.0 https://pypi.org/project/autopep8 2020-08-02 04:28:37.000 10184.0 849592.0 856551.0 https://anaconda.org/conda-forge/autopep8 2020-08-02 05:22:52.912 382749.0 2.0
24 22 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 2021-01-20 18:58:12.000 2021-01-12 02:01:54.000 1477.0 3582.0 2018-10-05 13:20:49.000 0.4.2 23.0 103.0 conda-forge/sphinx_rtd_theme ['sphinx'] sphinx_rtd_theme 158.0 448.0 1187.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000 23474.0 823338.0 840862.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-01-05 13:49:54.682 928824.0 1.0
25 23 rich https://github.com/willmcgugan/rich Rich is a Python library for rich text and beautiful formatting in the terminal. logging 32 True willmcgugan/rich https://github.com/willmcgugan/rich MIT 2019-11-10 15:28:09.000 2021-01-21 05:18:48.000 2021-01-20 17:55:28.000 592.0 20507.0 2021-01-15 10:12:26.000 9.8.2 110.0 70.0 conda-forge/rich rich 10.0 336.0 1594.0 2030.0 2030.0 https://pypi.org/project/rich 2021-01-15 10:08:20.000 0.0 477414.0 488119.0 https://anaconda.org/conda-forge/rich 2021-01-15 13:18:34.835 64235.0 1.0
26 24 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 32 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000 2021-01-09 19:44:01.000 2021-01-09 19:43:59.000 5183.0 15969.0 2020-07-01 21:59:00.000 1.1.0 13.0 64.0 conda-forge/numpydoc ['sphinx'] numpydoc 50.0 90.0 431.0 30470.0 23122.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000 7348.0 113331.0 127934.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384 700966.0 2.0
27 25 yapf https://github.com/google/yapf A formatter for Python files. formatters 32 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000 2020-12-21 02:00:08.000 2020-12-21 02:00:07.000 779.0 11389.0 2020-04-23 19:07:36.000 0.30.0 67.0 123.0 conda-forge/yapf yapf 298.0 364.0 1113.0 19633.0 16227.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000 3406.0 404973.0 413928.0 https://anaconda.org/conda-forge/yapf 2020-07-28 15:36:35.387 492579.0 3.0
28 26 mkdocs-material https://github.com/squidfunk/mkdocs-material A Material Design theme for MkDocs. documentation 32 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000 2021-01-18 06:02:40.000 2021-01-18 06:01:52.000 1338.0 5382.0 2021-01-17 09:48:57.000 6.2.5 180.0 99.0 conda-forge/mkdocs-material ['mkdocs'] mkdocs-material 10.0 888.0 2958.0 6567.0 5065.0 https://pypi.org/project/mkdocs-material 2021-01-17 09:49:39.000 1502.0 208919.0 210100.0 https://anaconda.org/conda-forge/mkdocs-material 2021-01-17 18:25:56.037 23621.0 2.0
29 27 conda https://github.com/conda/conda OS-agnostic, system-level binary package manager and ecosystem. dependency-managers 32 True conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000 2021-01-15 09:09:30.000 2021-01-07 16:16:50.000 980.0 3980.0 2020-11-12 17:08:48.000 4.9.2 100.0 346.0 conda-forge/conda conda 1761.0 5972.0 15584.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000 2104.0 19025.0 309201.0 https://anaconda.org/conda-forge/conda 2020-11-12 21:09:02.264 15379364.0 2.0
30 28 virtualenv https://github.com/pypa/virtualenv Virtual Python Environment builder. virtual-envs 32 True pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000 2021-01-19 20:14:35.708 2021-01-19 09:25:37.000 878.0 3798.0 2021-01-13 07:14:31.000 20.3.1 154.0 171.0 conda-forge/virtualenv virtualenv 52.0 1053.0 34422.0 https://pypi.org/project/virtualenv 2021-01-13 07:14:31.000 34422.0 6896730.0 6909199.0 https://anaconda.org/conda-forge/virtualenv 2021-01-19 20:14:35.708 573581.0 2.0
31 29 invoke https://github.com/pyinvoke/invoke Pythonic task management & command execution. build-tools 32 True pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000 2021-01-06 14:58:41.830 2020-12-31 16:25:35.000 278.0 3137.0 2020-12-31 02:43:43.000 1.5.0 50.0 54.0 conda-forge/invoke invoke 299.0 354.0 3499.0 11366.0 6764.0 https://pypi.org/project/invoke 2020-12-31 02:43:43.000 4602.0 636778.0 640730.0 https://anaconda.org/conda-forge/invoke 2021-01-06 14:58:41.830 225293.0 1.0
32 30 bandit https://github.com/PyCQA/bandit Bandit is a tool designed to find common security issues in Python code. security 32 True PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000 2021-01-13 14:13:31.000 2020-12-27 05:15:35.000 299.0 2922.0 2020-12-13 02:48:28.000 1.7.0 31.0 130.0 conda-forge/bandit bandit 162.0 362.0 1165.0 8024.0 5670.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000 2354.0 506114.0 508166.0 https://anaconda.org/conda-forge/bandit 2020-10-11 11:23:21.028 41051.0 1.0 6.0
33 31 pytest-cov https://github.com/pytest-dev/pytest-cov Coverage plugin for pytest. testing 32 True pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000 2021-01-20 18:33:16.518 2021-01-20 10:45:57.000 136.0 944.0 2021-01-20 10:46:34.000 2.11.1 40.0 62.0 conda-forge/pytest-cov ['pytest'] pytest-cov 91.0 186.0 797.0 119689.0 76295.0 https://pypi.org/project/pytest-cov 2021-01-20 10:46:34.000 43394.0 3679787.0 3714616.0 https://anaconda.org/conda-forge/pytest-cov 2021-01-20 18:33:16.518 2020114.0 1.0
34 32 parso https://github.com/davidhalter/parso A Python Parser. linters 32 True davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000 2021-01-03 20:12:01.000 2021-01-03 20:12:00.000 62.0 376.0 2020-12-10 15:10:14.000 0.8.1 24.0 36.0 conda-forge/parso parso 7.0 79.0 1063.0 116133.0 104769.0 https://pypi.org/project/parso 2020-12-10 15:10:14.000 11364.0 9210313.0 9291999.0 https://anaconda.org/conda-forge/parso 2020-12-10 16:40:55.258 3022414.0 1.0
35 33 wheel https://github.com/pypa/wheel The official binary distribution format for Python. build-tools 32 True pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580 2021-01-04 19:45:07.000 2021-01-04 19:44:54.000 84.0 225.0 2020-12-13 18:09:07.000 0.36.2 64.0 60.0 conda-forge/wheel wheel 20.0 286.0 727.0 62544.0 https://pypi.org/project/wheel 2020-12-13 18:09:07.000 62544.0 42316930.0 42586816.0 https://anaconda.org/conda-forge/wheel 2020-12-13 19:48:16.429 14573895.0 1.0
36 34 poetry https://github.com/python-poetry/poetry Python dependency management and packaging made easy. dependency-managers 31 True python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000 2021-01-17 08:11:31.000 2021-01-16 23:14:51.000 1057.0 13582.0 2020-10-23 20:54:00.000 1.1.4 132.0 249.0 conda-forge/poetry poetry 972.0 1698.0 1668.0 64.0 https://pypi.org/project/poetry 2020-10-23 20:54:00.000 64.0 787374.0 930756.0 https://anaconda.org/conda-forge/poetry 2020-12-14 11:33:01.818 157554.0 2.0 4669005.0
37 35 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 2020-12-31 08:04:34.000 2020-12-19 16:17:53.000 354.0 7934.0 2020-09-20 07:56:32.000 0.5.3 17.0 28.0 conda-forge/loguru loguru 35.0 300.0 545.0 5261.0 4919.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000 342.0 544504.0 548437.0 https://anaconda.org/conda-forge/loguru 2020-10-10 00:51:36.057 90470.0 2.0
38 36 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 31 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000 2021-01-20 09:22:32.000 2021-01-19 07:34:55.000 1586.0 7587.0 2021-01-13 13:13:08.000 4.2 27.0 388.0 conda-forge/pyinstaller pyinstaller 428.0 3515.0 7682.0 13901.0 13901.0 https://pypi.org/project/pyinstaller 2021-01-13 13:12:03.000 0.0 260651.0 271694.0 https://anaconda.org/conda-forge/pyinstaller 2021-01-14 13:39:27.905 187527.0 1.0 666266.0
39 37 pre-commit https://github.com/pre-commit/pre-commit A framework for managing and maintaining multi-language pre-commit hooks. others 31 True pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000 2021-01-21 05:55:56.000 2021-01-04 17:19:50.000 403.0 5361.0 2020-12-07 23:08:20.000 2.9.3 153.0 113.0 conda-forge/pre-commit pre-commit 24.0 994.0 1922.0 2136.0 https://pypi.org/project/pre-commit 2020-11-26 02:40:52.000 2136.0 1070837.0 1089503.0 https://anaconda.org/conda-forge/pre-commit 2021-01-11 11:49:49.321 316716.0 1.0 1450.0
40 38 pip-tools https://github.com/jazzband/pip-tools A set of tools to keep your pinned Python dependencies fresh. dependency-managers 31 True jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000 2021-01-21 04:53:22.000 2021-01-21 04:49:36.000 406.0 4693.0 2020-12-30 17:05:11.000 5.5.0 90.0 138.0 conda-forge/pip-tools pip-tools 118.0 583.0 1460.0 3252.0 https://pypi.org/project/pip-tools 2020-12-30 17:05:11.000 3252.0 677909.0 678661.0 https://anaconda.org/conda-forge/pip-tools 2020-12-30 18:26:40.157 6775.0 2.0
41 39 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 31 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000 2021-01-20 09:23:22.014 2021-01-20 07:44:52.000 192.0 2726.0 2021-01-20 07:45:20.000 1.1.0 56.0 94.0 conda-forge/freezegun freezegun 60.0 165.0 521.0 15394.0 7042.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000 8352.0 1033878.0 1036800.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014 169532.0 2.0
42 40 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 2021-01-11 16:16:21.000 2020-10-21 09:03:20.000 123.0 1327.0 2020-10-01 14:13:50.000 0.13.4 37.0 44.0 conda-forge/ipdb ipdb 50.0 102.0 312.0 41196.0 24298.0 https://pypi.org/project/ipdb 2020-10-01 14:13:50.000 16898.0 730683.0 733170.0 https://anaconda.org/conda-forge/ipdb 2020-11-21 18:57:03.677 134336.0 1.0
43 41 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 31 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000 2021-01-20 21:45:03.000 2020-12-23 14:13:30.000 233.0 1075.0 2020-12-24 11:05:10.000 3.3.0 41.0 98.0 conda-forge/twine twine 39.0 301.0 941.0 50296.0 32792.0 https://pypi.org/project/twine 2020-12-24 11:05:10.000 17504.0 749547.0 753269.0 https://anaconda.org/conda-forge/twine 2020-12-24 15:31:28.323 197300.0 2.0
44 42 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 31 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000 2021-01-15 17:50:31.000 2021-01-05 16:04:38.000 136.0 977.0 2020-04-10 03:52:17.000 2.2.0 28.0 74.0 conda-forge/pyflakes pyflakes 92.0 320.0 504.0 102266.0 75768.0 https://pypi.org/project/pyflakes 2020-04-10 03:52:17.000 26498.0 4296486.0 4331600.0 https://anaconda.org/conda-forge/pyflakes 2020-04-10 13:58:22.845 1931296.0 2.0
45 43 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 31 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000 2021-01-21 12:14:26.000 2021-01-21 12:14:25.000 177.0 835.0 2020-12-10 11:11:11.000 0.19.5 121.0 81.0 conda-forge/sentry-sdk sentry-sdk 133.0 348.0 1167.0 9612.0 8626.0 https://pypi.org/project/sentry-sdk 2020-11-19 16:41:33.000 986.0 2456680.0 2459040.0 https://anaconda.org/conda-forge/sentry-sdk 2020-12-10 12:35:18.064 57600.0 2.0 4084.0
46 44 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 2021-01-20 12:29:04.000 2021-01-20 12:29:02.000 129.0 263.0 2020-12-12 04:41:59.000 20.8 34.0 59.0 conda-forge/packaging packaging 46.0 126.0 476.0 193261.0 164061.0 https://pypi.org/project/packaging 2020-12-12 04:36:49.000 29200.0 15653048.0 15751721.0 https://anaconda.org/conda-forge/packaging 2020-12-12 15:04:34.863 5426914.0 1.0 43.0
47 45 pyautogui https://github.com/asweigart/pyautogui A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. testing 30 True asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000 2020-12-26 11:58:36.000 2020-10-04 08:13:41.000 640.0 4709.0 2020-10-06 22:15:19.000 0.9.52 49.0 42.0 conda-forge/pyautogui pyautogui 270.0 161.0 361.0 6282.0 5674.0 https://pypi.org/project/pyautogui 2020-10-06 22:15:19.000 608.0 233182.0 235899.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308 103263.0 2.0
48 46 buildbot https://github.com/buildbot/buildbot Python-based continuous integration testing framework; your pull requests are more than welcome!. build-tools 30 True buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000 2021-01-20 22:19:39.000 2021-01-18 22:46:01.000 1512.0 4540.0 2021-01-02 21:50:22.000 2.10.0 100.0 776.0 conda-forge/buildbot buildbot 638.0 625.0 21468.0 1130.0 238.0 https://pypi.org/project/buildbot 2021-01-02 21:50:22.000 892.0 3261.0 5034.0 https://anaconda.org/conda-forge/buildbot 2021-01-02 23:03:46.115 23926.0 2.0 13190.0
49 47 factory_boy https://github.com/FactoryBoy/factory_boy A test fixtures replacement for Python. testing 30 True FactoryBoy/factory_boy https://github.com/FactoryBoy/factory_boy MIT 2011-05-11 08:26:59.000 2021-01-15 16:11:30.000 2020-12-28 08:48:43.000 309.0 2381.0 2018-05-05 15:05:40.000 2.11.1 36.0 109.0 conda-forge/factory_boy factory_boy 135.0 332.0 866.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000 4256.0 939801.0 940804.0 https://anaconda.org/conda-forge/factory_boy 2020-10-05 10:08:00.894 52201.0 2.0
50 48 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 30 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000 2021-01-11 05:40:29.145 2019-10-16 17:48:40.000 155.0 1397.0 2019-01-16 20:35:25.000 1.4.3 36.0 76.0 conda-forge/logbook logbook 54.0 125.0 1194.0 4367.0 2401.0 https://pypi.org/project/logbook 2019-01-16 20:35:25.000 1966.0 165356.0 166605.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145 27432.0 2.0 244.0
51 49 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 30 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000 2020-10-11 16:52:20.277 2016-03-04 01:16:26.000 358.0 1326.0 2015-06-02 09:12:36.000 1.3.7 14.0 95.0 conda-forge/nose nose 447.0 460.0 1004.0 188253.0 101779.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000 86474.0 2005257.0 2034006.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 1609991.0 2.0
52 50 pytest-mock https://github.com/pytest-dev/pytest-mock Thin-wrapper around the mock package for easier use with pytest. testing 30 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000 2021-01-13 19:44:16.000 2021-01-13 19:44:13.000 88.0 969.0 2021-01-10 22:17:10.000 3.5.1 50.0 50.0 conda-forge/pytest-mock ['pytest'] pytest-mock 11.0 84.0 389.0 20045.0 13865.0 https://pypi.org/project/pytest-mock 2021-01-10 22:17:10.000 6180.0 1432539.0 1445081.0 https://anaconda.org/conda-forge/pytest-mock 2021-01-11 11:41:18.792 677281.0 2.0
53 51 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 30 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376 2020-12-30 00:48:21.000 2020-04-07 07:38:20.000 55.0 676.0 2020-03-22 17:02:41.000 0.8.7 23.0 50.0 conda-forge/tabulate tabulate 41.0 32.0 437.0 43266.0 35164.0 https://pypi.org/project/tabulate 2020-03-22 17:02:41.000 8102.0 7810011.0 7822728.0 https://anaconda.org/conda-forge/tabulate 2020-03-22 20:02:25.689 712205.0 2.0
54 52 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 30 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000 2021-01-19 19:40:57.000 2020-12-15 12:07:13.000 139.0 648.0 2020-12-14 12:15:22.000 2.2.0 54.0 70.0 conda-forge/pytest-xdist ['pytest'] pytest-xdist 173.0 220.0 836.0 20942.0 13600.0 https://pypi.org/project/pytest-xdist 2020-12-14 12:15:22.000 7342.0 1884186.0 1901734.0 https://anaconda.org/conda-forge/pytest-xdist 2020-12-14 15:51:37.434 947623.0 2.0
55 53 coveralls-python https://github.com/TheKevJames/coveralls-python Show coverage stats online via coveralls.io. testing 30 True coveralls-clients/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000 2021-01-20 02:39:18.000 2021-01-13 22:19:35.000 163.0 450.0 2021-01-12 01:39:43.000 3.0.0 37.0 54.0 ['pytest'] coveralls 3.0 132.0 370.0 33206.0 16198.0 https://pypi.org/project/coveralls 2021-01-12 01:39:43.000 17008.0 256709.0 256709.0 2.0 TheKevJames/coveralls-python
56 54 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 30 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000 2021-01-06 11:33:39.000 2020-12-21 00:51:36.000 156.0 386.0 2020-12-13 15:24:58.000 3.1.1 44.0 43.0 conda-forge/pytest-html ['pytest'] pytest-html 72.0 175.0 375.0 7707.0 6723.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000 984.0 837620.0 839696.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698 91362.0 2.0
57 55 Glances https://github.com/nicolargo/glances Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. profiling 29 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000 2021-01-20 05:28:52.000 2021-01-11 17:19:32.000 1145.0 17550.0 2020-08-20 08:36:13.000 3.1.5 50.0 135.0 conda-forge/glances glances 196.0 1111.0 3736.0 316.0 266.0 https://pypi.org/project/glances 2020-08-19 08:51:13.000 50.0 33810.0 35878.0 https://anaconda.org/conda-forge/glances 2020-03-10 23:31:03.583 119629.0 1.0 414.0
58 56 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 29 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2021-01-21 04:09:15.000 2021-01-10 23:09:09.000 167.0 1943.0 2017-09-02 18:52:28.000 2017.1.4 68.0 68.0 conda-forge/pudb pudb 138.0 123.0 905.0 3593.0 2167.0 https://pypi.org/project/pudb 2020-12-21 04:20:59.000 1426.0 888125.0 889761.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154 88382.0 1.0
59 57 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 29 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000 2021-01-08 07:50:39.000 2021-01-08 07:50:03.000 131.0 1410.0 2020-12-31 11:39:01.000 20.2.0 22.0 69.0 conda-forge/structlog structlog 31.0 136.0 777.0 4070.0 2864.0 https://pypi.org/project/structlog 2020-12-31 11:28:04.000 1206.0 435071.0 436634.0 https://anaconda.org/conda-forge/structlog 2021-01-04 12:27:27.303 84446.0 2.0
60 58 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 2021-01-11 13:32:45.000 2021-01-11 13:32:44.000 118.0 1071.0 2020-10-07 16:08:59.000 0.18.0 19.0 60.0 conda-forge/rope rope 75.0 104.0 1868.0 27782.0 24850.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000 2932.0 128175.0 138599.0 https://anaconda.org/conda-forge/rope 2020-10-07 18:16:45.645 469112.0 1.0
61 59 python-json-logger https://github.com/madzak/python-json-logger Json Formatter for the standard python logger. logging 29 True madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000 2021-01-18 15:09:26.000 2020-10-12 16:12:03.000 134.0 893.0 2020-10-12 16:26:53.000 2.0.1 19.0 43.0 conda-forge/python-json-logger python-json-logger 16.0 45.0 179.0 12549.0 11631.0 https://pypi.org/project/python-json-logger 2020-10-12 16:26:53.000 918.0 1172311.0 1182248.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855 447170.0 2.0
62 60 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 29 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2020-09-21 00:19:01.000 2020-09-19 00:07:00.000 144.0 738.0 2020-08-29 20:58:00.000 5.1.1 14.0 71.0 conda-forge/pydocstyle pydocstyle 65.0 186.0 693.0 17835.0 13915.0 https://pypi.org/project/pydocstyle 2020-08-29 20:56:43.000 3920.0 572324.0 577516.0 https://anaconda.org/conda-forge/pydocstyle 2020-08-30 00:38:13.707 280411.0 2.0 51.0
63 61 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 29 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000 2021-01-15 07:18:37.000 2021-01-14 12:46:28.000 69.0 664.0 2021-01-14 12:47:43.000 4.7.2 51.0 29.0 conda-forge/colorlog colorlog 10.0 49.0 175.0 12156.0 8490.0 https://pypi.org/project/colorlog 2021-01-14 12:47:43.000 3666.0 2541164.0 2546376.0 https://anaconda.org/conda-forge/colorlog 2021-01-14 16:17:27.231 297136.0 2.0
64 62 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 29 True bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000 2020-07-22 08:04:58.000 2020-01-10 23:50:18.000 151.0 587.0 2018-10-03 01:39:17.000 0.7.12 24.0 28.0 conda-forge/alabaster ['sphinx'] alabaster 75.0 50.0 350.0 53732.0 38834.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000 14898.0 1698767.0 1732179.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017 1804250.0 2.0
65 63 typed_ast https://github.com/python/typed_ast Modified fork of CPython's ast module that parses `# type:` comments. ast 29 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000 2020-12-30 23:50:52.000 2020-12-30 23:50:51.000 43.0 173.0 2020-12-30 23:17:52.000 1.4.2 28.0 19.0 typed_ast 4.0 72.0 167.0 10362.0 https://pypi.org/project/typed_ast 2020-12-30 23:17:52.000 10362.0 5415514.0 5415514.0 1.0
66 64 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 28 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2020-12-28 18:13:10.000 2020-12-28 18:13:09.000 876.0 14158.0 2020-09-14 09:47:00.000 0.4.2 53.0 25.0 conda-forge/pysnooper pysnooper 17.0 90.0 288.0 382.0 336.0 https://pypi.org/project/pysnooper 2020-09-14 09:47:00.000 46.0 18930.0 20450.0 https://anaconda.org/conda-forge/pysnooper 2020-09-14 13:44:42.361 30413.0 2.0
67 65 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 28 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000 2021-01-19 17:04:02.000 2021-01-19 16:57:13.000 231.0 6432.0 2021-01-17 20:43:32.000 0.3.4 27.0 21.0 py-spy 58.0 129.0 353.0 585.0 535.0 https://pypi.org/project/py-spy 2021-01-17 20:43:46.000 50.0 199739.0 199969.0 2.0 4140.0 py-spy
68 66 pipreqs https://github.com/bndr/pipreqs pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this.. dependency-managers 28 True bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000 2020-12-10 09:04:42.000 2020-05-18 23:46:19.000 200.0 3149.0 2019-11-14 11:06:56.000 0.4.10 38.0 36.0 conda-forge/pipreqs pipreqs 93.0 63.0 260.0 4512.0 3984.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000 528.0 32635.0 33003.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131 19169.0 3.0
69 67 radon https://github.com/rubik/radon Various code metrics for Python code. code-metrics 28 True rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000 2020-12-30 20:02:44.000 2020-09-28 16:15:09.000 85.0 1174.0 2020-09-18 13:15:32.000 4.3.2 45.0 41.0 conda-forge/radon radon 20.0 124.0 501.0 2662.0 1564.0 https://pypi.org/project/radon 2020-09-18 13:15:32.000 1098.0 89751.0 90380.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841 24554.0 1.0
70 68 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 2020-09-09 14:31:33.844 2020-09-09 13:26:11.000 89.0 670.0 2020-09-09 13:36:59.000 3.53.1 94.0 38.0 conda-forge/progressbar2 progressbar2 8.0 175.0 867.0 9699.0 7503.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000 2196.0 493599.0 497825.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844 213633.0 3.0 1561.0
71 69 pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Pytest support for asyncio. testing 28 True pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000 2021-01-13 14:01:21.000 2020-12-01 01:03:15.000 74.0 661.0 2020-06-23 22:10:28.000 0.14.0 18.0 26.0 conda-forge/pytest-asyncio ['pytest'] pytest-asyncio 59.0 91.0 157.0 10396.0 8368.0 https://pypi.org/project/pytest-asyncio 2020-06-23 22:10:28.000 2028.0 501608.0 507948.0 https://anaconda.org/conda-forge/pytest-asyncio 2020-10-30 17:49:56.641 278969.0 2.0
72 70 breathe https://github.com/michaeljones/breathe ReStructuredText and Sphinx bridge to Doxygen. documentation 28 True michaeljones/breathe https://github.com/michaeljones/breathe BSD-3-Clause 2009-02-03 18:52:25.000 2021-01-21 12:54:27.949 2021-01-21 00:30:26.000 134.0 510.0 2021-01-21 00:33:06.000 4.26.1 53.0 88.0 conda-forge/breathe breathe 86.0 304.0 1353.0 5863.0 3855.0 https://pypi.org/project/breathe 2021-01-21 00:33:06.000 2008.0 37131.0 40433.0 https://anaconda.org/conda-forge/breathe 2021-01-21 12:54:27.949 168421.0 2.0
73 71 flake8-bugbear https://github.com/PyCQA/flake8-bugbear A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in.. linters 28 True PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000 2020-11-29 22:09:57.000 2020-11-29 22:09:56.000 36.0 499.0 2020-11-23 23:15:47.000 20.11.1 29.0 32.0 conda-forge/flake8-bugbear ['flake8'] flake8-bugbear 32.0 48.0 151.0 3975.0 2935.0 https://pypi.org/project/flake8-bugbear 2020-11-23 23:15:47.000 1040.0 243243.0 253297.0 https://anaconda.org/conda-forge/flake8-bugbear 2020-11-24 05:42:24.272 170932.0 2.0
74 72 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 28 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2021-01-20 16:10:19.000 2020-12-13 22:15:44.000 119.0 420.0 2020-12-13 22:17:40.000 5.0.1 47.0 77.0 conda-forge/setuptools_scm setuptools_scm 54.0 249.0 947.0 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000 694.0 6430118.0 6439318.0 https://anaconda.org/conda-forge/setuptools_scm 2020-12-14 03:19:38.747 533617.0 2.0
75 73 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 28 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000 2020-11-23 03:29:18.000 2020-10-03 17:22:54.000 37.0 366.0 2017-01-26 22:13:14.000 0.6.1 11.0 20.0 conda-forge/mccabe mccabe 7.0 33.0 128.0 199209.0 168199.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000 31010.0 6100542.0 6138127.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536 2067204.0 1.0
76 74 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 28 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000 2021-01-21 08:25:24.000 2021-01-21 08:25:22.000 53.0 361.0 2020-11-14 08:08:43.000 2.0.0 13.0 26.0 conda-forge/prettytable prettytable 13.0 26.0 301.0 13970.0 13970.0 https://pypi.org/project/prettytable 2020-11-14 08:08:43.000 0.0 1378785.0 1382938.0 https://anaconda.org/conda-forge/prettytable 2020-11-14 10:12:39.810 228453.0 3.0
77 75 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 28 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2020-11-25 21:07:11.000 2020-11-25 20:26:24.000 68.0 211.0 2020-11-12 11:18:09.000 4.0.0 36.0 175.0 ['flake8'] hacking 1039.0 8690.0 https://pypi.org/project/hacking 2020-11-12 11:18:09.000 8690.0 46782.0 46782.0 2.0
78 76 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 27 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000 2021-01-21 07:12:54.000 2021-01-21 07:12:42.000 304.0 5137.0 2021-01-16 01:04:47.000 0.0.59 55.0 141.0 pyre-check 65.0 173.0 8360.0 46.0 https://pypi.org/project/pyre-check 2021-01-16 01:04:47.000 46.0 5452.0 5452.0 2.0
79 77 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 2021-01-21 12:56:07.000 2021-01-18 09:39:51.000 253.0 3733.0 2020-12-07 11:50:19.000 0.6.10 125.0 89.0 conda-forge/nuitka nuitka 172.0 590.0 7107.0 54.0 https://pypi.org/project/nuitka 2020-12-30 01:13:12.000 54.0 6779.0 10995.0 https://anaconda.org/conda-forge/nuitka 2021-01-10 20:42:29.666 240351.0 2.0
80 78 mimesis https://github.com/lk-geimfari/mimesis Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. testing 27 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2021-01-21 12:05:33.000 2021-01-21 12:05:27.000 268.0 3201.0 2020-12-21 11:12:37.000 4.1.3 30.0 106.0 mimesis 12.0 271.0 1921.0 84.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000 84.0 12570.0 12572.0 2.0 138.0
81 79 pytype https://github.com/google/pytype A static type analyzer for Python code. linters 27 True google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000 2021-01-21 06:21:10.000 2021-01-21 06:21:06.000 174.0 3066.0 2021-01-15 01:35:50.000 2021.1.14 84.0 55.0 conda-forge/pytype pytype 101.0 288.0 4007.0 88.0 https://pypi.org/project/pytype 2021-01-15 01:35:50.000 88.0 34771.0 38032.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617 26089.0 2.0
82 80 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 2020-12-03 12:57:49.000 2020-12-03 12:57:47.000 292.0 2690.0 2018-08-16 03:16:49.000 0.54.0 52.0 83.0 memory_profiler 82.0 98.0 618.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 103802.0 103802.0 2.0
83 81 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 2020-12-31 09:47:08.000 2020-12-31 09:47:07.000 92.0 2433.0 2020-08-21 11:12:14.000 3.2.0 26.0 22.0 conda-forge/pyinstrument pyinstrument 18.0 53.0 407.0 341.0 205.0 https://pypi.org/project/pyinstrument 2020-09-09 18:00:59.000 136.0 63504.0 64672.0 https://anaconda.org/conda-forge/pyinstrument 2020-12-17 19:08:06.344 60779.0 2.0
84 82 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 27 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2021-01-21 07:40:20.000 2021-01-21 02:02:54.000 188.0 1791.0 2020-12-16 00:15:53.000 2.1.24 113.0 95.0 pex 138.0 496.0 815.0 230.0 https://pypi.org/project/pex 2020-12-16 00:11:35.000 230.0 50663.0 54169.0 2.0 231448.0
85 83 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 2020-12-28 06:55:11.000 2018-03-15 16:54:31.000 592.0 1596.0 2016-11-25 22:13:29.000 4.0.515 36.0 342.0 diamond 226.0 128.0 3219.0 85.0 54.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 31.0 17451.0 17451.0 2.0
86 84 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 27 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000 2020-12-30 15:25:53.000 2020-10-21 22:30:57.000 115.0 1361.0 2020-10-21 22:32:26.000 1.3.1 91.0 67.0 conda-forge/prospector prospector 39.0 211.0 1051.0 3169.0 2031.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000 1138.0 67186.0 67590.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628 21452.0 2.0
87 85 wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide The strictest and most opinionated python linter ever!. linters 27 True wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000 2021-01-21 08:39:51.000 2021-01-21 08:39:47.000 257.0 1329.0 2020-07-29 16:50:22.000 0.14.1 48.0 130.0 wemake-python-styleguide 102.0 815.0 1522.0 248.0 241.0 https://pypi.org/project/wemake-python-styleguide 2020-07-29 15:43:28.000 7.0 15720.0 15720.0 2.0
88 86 pyelftools https://github.com/eliben/pyelftools Parsing ELF and DWARF in Python. debugging 27 True eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000 2021-01-20 13:58:51.000 2021-01-20 13:58:50.000 377.0 1144.0 7.0 74.0 conda-forge/pyelftools pyelftools 48.0 107.0 566.0 2570.0 1686.0 https://pypi.org/project/pyelftools 2019-12-05 13:39:36.000 884.0 380063.0 381035.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901 56404.0 2.0
89 87 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 27 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579 2021-01-20 08:05:53.549 2021-01-20 04:55:28.000 208.0 1045.0 2021-01-19 22:02:05.000 4.1.0 14.0 130.0 conda-forge/scons scons 664.0 2618.0 6872.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000 50.0 80914.0 83992.0 https://anaconda.org/conda-forge/scons 2021-01-20 08:05:53.549 140939.0 3.0 345.0 1.0
90 88 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 2020-12-08 01:22:37.000 2020-09-01 16:32:08.000 112.0 947.0 2020-09-04 06:38:01.000 0.33.1 43.0 50.0 conda-forge/doit doit 65.0 185.0 1339.0 1114.0 648.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000 466.0 34269.0 35352.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103 40085.0 3.0
91 89 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 27 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000 2021-01-15 20:54:00.958 2021-01-15 19:24:46.000 79.0 937.0 2021-01-15 19:31:30.000 1.10.3 37.0 35.0 conda-forge/safety safety 40.0 68.0 369.0 2157.0 1613.0 https://pypi.org/project/safety 2021-01-12 20:37:26.000 544.0 215493.0 217764.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958 12356.0 2.0 16546.0
92 90 nose2 https://github.com/nose-devs/nose2 The successor to nose, based on unittest2. testing 27 True nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000 2021-01-03 17:10:37.000 2020-03-03 16:52:03.000 127.0 660.0 2020-02-02 00:58:56.000 0.9.2 25.0 69.0 conda-forge/nose2 nose2 62.0 178.0 934.0 5338.0 3400.0 https://pypi.org/project/nose2 2020-02-02 00:58:56.000 1938.0 142400.0 143150.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 24021.0 2.0
93 91 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 27 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000 2020-12-23 06:06:36.000 2020-12-09 16:11:46.000 39.0 563.0 2020-11-27 15:28:40.000 1.3.2 17.0 21.0 conda-forge/yappi yappi 10.0 30.0 635.0 989.0 349.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000 640.0 63244.0 64615.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992 58991.0 2.0
94 92 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 27 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2020-12-23 02:40:21.000 2020-01-08 07:29:19.000 78.0 546.0 2019-12-10 01:50:33.000 0.8.1 14.0 28.0 conda-forge/astor astor 35.0 67.0 258.0 3756.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000 3756.0 1682147.0 1704878.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1022921.0 2.0
95 93 pylint-django https://github.com/PyCQA/pylint-django Pylint plugin for improving code analysis for when using Django. linters 27 True PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000 2021-01-14 15:28:53.000 2021-01-10 12:24:27.000 93.0 439.0 2021-01-10 12:27:12.000 2.4.2 48.0 55.0 conda-forge/pylint-django ['pylint'] pylint-django 20.0 144.0 529.0 13727.0 11481.0 https://pypi.org/project/pylint-django 2021-01-10 12:25:25.000 2246.0 234827.0 236154.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984 69706.0 2.0 180.0
96 94 python-coloredlogs https://github.com/xolox/python-coloredlogs Colored terminal output for Python's logging module. logging 27 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 35.0 394.0 2018-04-29 22:06:15.000 9.3.1 62.0 16.0 coloredlogs 20.0 49.0 271.0 8690.0 6594.0 https://pypi.org/project/coloredlogs 2020-12-10 13:10:51.000 2096.0 528975.0 528975.0 3.0
97 95 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 27 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2021-01-16 19:12:32.000 2021-01-16 19:12:31.000 93.0 380.0 2020-05-15 02:43:35.000 1.4.1 26.0 33.0 conda-forge/ddt ddt 16.0 29.0 208.0 5718.0 3234.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000 2484.0 112804.0 113949.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932 52699.0 2.0
98 96 gast https://github.com/serge-sans-paille/gast Python AST that abstracts the underlying Python version. ast 27 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 20.0 96.0 2020-08-07 21:45:21.000 0.4.0 16.0 10.0 conda-forge/gast gast 4.0 20.0 80.0 49231.0 45843.0 https://pypi.org/project/gast 2020-08-07 21:45:21.000 3388.0 3653469.0 3683767.0 https://anaconda.org/conda-forge/gast 2020-08-07 22:36:47.303 969554.0 2.0
99 97 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 2021-01-16 12:45:03.000 2021-01-15 05:24:09.000 1917.0 22131.0 2021-01-10 03:54:20.000 1.2.22 30.0 301.0 pyenv 294.0 949.0 2356.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:42:27.000 1.0 3751.0 3751.0 2.0
100 98 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 26 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000 2021-01-20 23:08:29.000 2021-01-20 23:08:27.000 259.0 6141.0 2021-01-19 18:44:24.000 1.1.103 186.0 49.0 10.0 1191.0 2875.0 41.0 37.0 27177.0 2.0 pyright https://www.npmjs.com/package/pyright 2021-01-17 23:46:36.673 4.0 27177.0
101 99 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 26 True coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000 2021-01-08 15:51:12.000 2020-05-04 07:15:23.000 1343.0 3125.0 2017-05-30 10:07:57.000 0.11.1 730.0 473.0 coala-bears 850.0 2353.0 4469.0 82.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 72.0 4711.0 4712.0 2.0 135.0
102 100 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 26 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647 2021-01-19 11:01:54.000 2021-01-16 21:58:34.000 65.0 1145.0 2021-01-16 17:51:40.000 2.3 41.0 26.0 conda-forge/vulture vulture 10.0 127.0 675.0 1161.0 801.0 https://pypi.org/project/vulture 2021-01-15 17:30:03.000 360.0 55856.0 56569.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062 37807.0 2.0
103 101 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 2020-12-07 12:42:45.000 2020-12-07 12:38:07.000 129.0 760.0 2020-12-07 12:41:15.000 4.0.2 89.0 37.0 conda-forge/pytest-bdd ['pytest'] pytest-bdd 102.0 126.0 634.0 1375.0 1107.0 https://pypi.org/project/pytest-bdd 2020-12-07 12:41:15.000 268.0 55547.0 56448.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 18035.0 3.0
104 102 pytest-benchmark https://github.com/ionelmc/pytest-benchmark py.test fixture for benchmarking code. testing 26 True ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000 2020-11-02 10:37:20.000 2020-11-02 10:37:12.000 64.0 701.0 2020-01-10 10:25:10.000 3.2.3 39.0 29.0 conda-forge/pytest-benchmark ['pytest'] pytest-benchmark 62.0 74.0 953.0 2241.0 1511.0 https://pypi.org/project/pytest-benchmark 2020-01-10 10:25:10.000 730.0 110617.0 116432.0 https://anaconda.org/conda-forge/pytest-benchmark 2020-03-24 11:45:49.727 337278.0 3.0
105 103 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 2020-12-14 17:20:18.000 2020-12-14 17:20:18.000 73.0 683.0 2020-11-23 18:43:18.000 3.2.5 139.0 37.0 conda-forge/green green 12.0 158.0 1036.0 908.0 550.0 https://pypi.org/project/green 2020-11-23 18:43:18.000 358.0 7844.0 9433.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157 63587.0 3.0
106 104 pytest-sugar https://github.com/Teemu/pytest-sugar a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail.. testing 26 True Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000 2020-10-24 19:01:48.000 2020-10-24 18:04:51.000 48.0 663.0 2020-04-26 13:34:09.000 0.9.3 24.0 38.0 conda-forge/pytest-sugar ['pytest'] pytest-sugar 35.0 68.0 344.0 11206.0 6626.0 https://pypi.org/project/pytest-sugar 2020-04-26 13:34:09.000 4580.0 200699.0 202819.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029 86924.0 3.0
107 105 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 2020-12-30 21:40:44.000 2020-11-22 13:22:19.000 36.0 654.0 2019-04-18 20:10:18.000 0.10.2 25.0 39.0 conda-forge/pdbpp pdbpp 50.0 105.0 682.0 2813.0 1857.0 https://pypi.org/project/pdbpp 2019-10-04 12:04:09.000 956.0 65797.0 66996.0 https://anaconda.org/conda-forge/pdbpp 2019-05-07 20:32:36.208 49192.0 2.0
108 106 sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme Sphinx Bootstrap Theme. documentation 26 False ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000 2021-01-13 12:56:13.000 2019-09-25 19:17:09.000 180.0 575.0 2019-03-29 17:36:17.000 0.7.0 55.0 37.0 ['sphinx'] sphinx-bootstrap-theme 47.0 78.0 393.0 2650.0 1878.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:36:17.000 772.0 21441.0 21441.0 2.0
109 107 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 26 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000 2020-10-30 10:46:27.000 2020-10-23 23:38:43.000 79.0 516.0 2020-03-02 14:42:32.000 2.0.2 22.0 34.0 conda-forge/pyhamcrest pyhamcrest 10.0 40.0 531.0 3392.0 https://pypi.org/project/pyhamcrest 2020-03-02 14:42:32.000 3392.0 1362085.0 1367731.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195 316184.0 3.0
110 108 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 26 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000 2020-10-13 15:54:16.000 2020-10-13 15:54:13.000 170.0 501.0 2020-02-11 15:14:12.000 2.13.3 100.0 87.0 zc.buildout 138.0 184.0 1574.0 1974.0 https://pypi.org/project/zc.buildout 2020-05-25 08:46:02.000 1974.0 84748.0 84748.0 3.0
111 109 nox https://github.com/theacodes/nox Flexible test automation for Python. testing 26 True theacodes/nox https://github.com/theacodes/nox Apache-2.0 2016-02-24 04:02:58.000 2021-01-06 20:13:32.270 2021-01-01 01:11:36.000 80.0 475.0 2021-01-01 01:16:23.000 2020.12.31 18.0 47.0 conda-forge/nox ['pytest'] nox 50.0 139.0 340.0 480.0 424.0 https://pypi.org/project/nox 2021-01-01 01:16:23.000 56.0 193530.0 194117.0 https://anaconda.org/conda-forge/nox 2021-01-06 20:13:32.270 15849.0 3.0
112 110 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 2020-12-21 10:53:12.000 2020-10-12 20:32:13.000 60.0 299.0 2020-06-21 06:33:28.000 1.11.1 28.0 27.0 conda-forge/sphinx-autodoc-typehints ['sphinx'] sphinx-autodoc-typehints 39.0 66.0 157.0 1380.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000 1380.0 81386.0 84562.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2020-10-12 21:34:27.077 120698.0 2.0
113 111 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 26 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2020-12-18 12:21:01.000 2020-11-05 11:21:34.000 48.0 299.0 2017-07-05 10:52:34.000 0.7.1 13.0 17.0 conda-forge/sphinx-autobuild ['sphinx'] sphinx-autobuild 10.0 44.0 276.0 4682.0 https://pypi.org/project/sphinx-autobuild 2017-07-05 10:52:34.000 4682.0 95669.0 96489.0 https://anaconda.org/conda-forge/sphinx-autobuild 2020-12-16 17:57:16.464 36911.0 2.0
114 112 pep8-naming https://github.com/PyCQA/pep8-naming Naming Convention checker for Python. linters 26 False PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000 2021-01-05 20:59:00.000 2021-01-05 19:26:21.000 47.0 273.0 2020-06-16 23:48:52.000 0.11.1 21.0 26.0 conda-forge/pep8-naming pep8-naming 10.0 61.0 210.0 8593.0 5565.0 https://pypi.org/project/pep8-naming 2020-06-16 23:48:52.000 3028.0 248937.0 251901.0 https://anaconda.org/conda-forge/pep8-naming 2020-07-01 03:49:33.929 174924.0 2.0
115 113 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 2020-11-24 14:50:18.057 2020-11-13 23:44:03.000 31.0 184.0 2020-11-14 01:36:41.000 0.8.0 16.0 15.0 conda-forge/pytest-mypy ['pytest'] pytest-mypy 8.0 33.0 202.0 1126.0 860.0 https://pypi.org/project/pytest-mypy 2020-11-14 01:36:41.000 266.0 89277.0 89864.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 6459.0 3.0
116 114 astunparse https://github.com/simonpercivall/astunparse An AST unparser for Python. ast 26 False simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000 2021-01-15 07:40:29.426 2019-12-22 18:11:19.000 35.0 154.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 conda-forge/astunparse astunparse 14.0 21.0 86.0 11800.0 11618.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 182.0 1983667.0 1985089.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 61178.0 3.0
117 115 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 25 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000 2021-01-21 09:14:30.000 2021-01-21 09:14:24.000 4139.0 19182.0 2021-01-03 14:27:24.000 1.5 63.0 103.0 sqlmap 47.0 4154.0 9686.0 8.0 https://pypi.org/project/sqlmap 2021-01-03 14:25:31.000 8.0 4746.0 4746.0 2.0
118 116 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 25 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151 2021-01-17 14:07:18.000 2020-11-19 15:52:01.000 245.0 3490.0 2020-01-12 22:11:51.000 3.0.2 8.0 20.0 conda-forge/line_profiler line_profiler 21.0 7.0 139.0 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000 692.0 196854.0 199489.0 https://anaconda.org/conda-forge/line_profiler 2021-01-14 12:02:28.721 147581.0 3.0
119 117 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 25 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000 2020-12-29 05:34:09.000 2020-11-16 01:36:32.000 571.0 1627.0 2020-11-16 03:43:07.000 1.0.2 41.0 13.0 uiautomator 165.0 114.0 316.0 296.0 174.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000 122.0 3958.0 3958.0 3.0
120 118 flit https://github.com/takluyver/flit Simplified packaging of Python modules. build-tools 25 True takluyver/flit https://github.com/takluyver/flit BSD-3-Clause 2015-03-13 21:22:27.000 2020-12-04 10:55:35.000 2020-11-19 11:50:56.000 63.0 1287.0 2020-04-08 08:04:11.000 3.0.0 38.0 41.0 conda-forge/flit flit 68.0 147.0 847.0 226.0 https://pypi.org/project/flit 2020-09-06 10:57:48.000 226.0 17391.0 18815.0 https://anaconda.org/conda-forge/flit 2020-10-14 10:18:51.643 66932.0 3.0
121 119 pybuilder https://github.com/pybuilder/pybuilder Software build automation tool for Python. build-tools 25 True pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000 2020-10-21 02:59:32.000 2020-10-18 16:56:10.000 230.0 1278.0 2020-10-06 16:13:40.000 0.12.10 449.0 35.0 pybuilder 83.0 389.0 1284.0 110.0 https://pypi.org/project/pybuilder 2020-10-18 17:13:30.000 110.0 6655.0 6655.0 3.0
122 120 pympler https://github.com/pympler/pympler Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. profiling 25 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000 2020-12-22 22:15:18.000 2020-10-15 19:16:49.000 67.0 724.0 2016-03-31 11:48:42.000 0.4.3 15.0 26.0 conda-forge/pympler pympler 32.0 46.0 443.0 478.0 https://pypi.org/project/pympler 2020-10-14 20:27:50.000 478.0 86089.0 89610.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935 161979.0 3.0
123 121 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 25 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000 2021-01-21 05:48:35.000 2021-01-09 11:48:40.000 52.0 568.0 2020-10-19 08:18:56.000 2.10.0 37.0 16.0 conda-forge/typeguard typeguard 26.0 107.0 219.0 158.0 https://pypi.org/project/typeguard 2020-10-19 08:18:56.000 158.0 486356.0 487405.0 https://anaconda.org/conda-forge/typeguard 2020-06-07 13:28:30.133 25178.0 3.0
124 122 pytest-watch https://github.com/joeyespo/pytest-watch Local continuous test runner with pytest and watchdog. testing 25 False joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000 2021-01-18 20:02:36.906 2019-06-15 20:36:43.000 48.0 534.0 2018-05-20 19:52:16.000 4.2.0 17.0 16.0 conda-forge/pytest-watch ['pytest'] pytest-watch 30.0 40.0 183.0 2162.0 1935.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 227.0 94545.0 95408.0 https://anaconda.org/conda-forge/pytest-watch 2021-01-18 20:02:36.906 31082.0 3.0
125 123 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 2020-12-29 19:27:26.000 2020-12-29 19:24:52.000 76.0 435.0 2017-12-31 01:13:41.000 1.3.4 28.0 44.0 conda-forge/paver paver 36.0 90.0 525.0 1876.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000 1876.0 16901.0 17294.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 19657.0 3.0
126 124 autoflake https://github.com/myint/autoflake Removes unused imports and unused variables as reported by pyflakes. refactoring 25 True myint/autoflake https://github.com/myint/autoflake MIT 2012-12-27 03:40:17.000 2020-12-27 17:36:41.000 2020-12-27 17:36:40.000 38.0 343.0 2019-08-04 15:14:24.000 1.3.1 36.0 17.0 conda-forge/autoflake autoflake 22.0 32.0 439.0 2410.0 1830.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000 580.0 178671.0 181433.0 https://anaconda.org/conda-forge/autoflake 2019-04-25 16:08:45.978 58014.0 2.0
127 125 check-manifest https://github.com/mgedmin/check-manifest Tool to check the completeness of MANIFEST.in for Python packages. linters 25 True mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000 2021-01-18 14:56:31.000 2021-01-18 14:56:20.000 29.0 220.0 40.0 18.0 conda-forge/check-manifest check-manifest 14.0 70.0 516.0 5861.0 4057.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000 1804.0 102480.0 103226.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618 18650.0 2.0
128 126 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 24 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000 2021-01-18 15:36:47.000 2020-12-21 02:51:39.000 457.0 7782.0 2020-12-21 03:07:33.000 0.14.0.2 90.0 35.0 gdbgui 106.0 153.0 420.0 63.0 61.0 https://pypi.org/project/gdbgui 2020-12-21 02:53:00.000 2.0 9025.0 9379.0 3.0 2125.0
129 127 better-exceptions https://github.com/Qix-/better-exceptions Pretty and useful exceptions in Python, automatically. logging 24 True Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000 2021-01-02 12:26:41.000 2021-01-02 12:26:40.000 193.0 3850.0 2020-12-24 08:34:45.000 0.3.2 15.0 14.0 better-exceptions 29.0 40.0 96.0 74.0 https://pypi.org/project/better-exceptions 2020-12-24 08:34:45.000 74.0 21404.0 21404.0 3.0
130 128 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 24 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2021-01-20 21:26:23.000 2021-01-20 04:59:05.000 301.0 3818.0 2021-01-20 20:39:15.000 1.8.0a1 46.0 13.0 playwright 23.0 162.0 269.0 81.0 81.0 https://pypi.org/project/playwright 2021-01-20 20:41:12.000 0.0 12779.0 12779.0 3.0 -1.0
131 129 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 2021-01-09 16:00:22.000 2021-01-08 01:36:09.000 47.0 1782.0 2021-01-08 01:37:28.000 1.6.2 19.0 1.0 conda-forge/alive-progress alive-progress 13.0 38.0 246.0 213.0 213.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000 0.0 16307.0 16804.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990 5472.0 3.0
132 130 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 2020-12-30 22:21:46.000 2020-12-30 22:21:45.000 69.0 1766.0 2019-10-05 13:00:41.000 1.2.1 26.0 14.0 notifiers 35.0 52.0 377.0 108.0 102.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000 6.0 176193.0 176193.0 3.0
133 131 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 24 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2020-11-05 21:21:11.000 2020-11-05 21:21:09.000 85.0 1237.0 2020-09-17 01:55:39.000 0.9.0 8.0 26.0 conda-forge/bowler bowler 43.0 33.0 177.0 10.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000 10.0 33735.0 34066.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 8619.0 2.0
134 132 cx_Freeze https://github.com/marcelotduarte/cx_Freeze Create standalone executables from Python scripts, with the same performance and is cross-platform. packaging 24 True marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze PSF-2.0 2017-01-22 04:25:52.000 2021-01-19 04:45:46.000 2021-01-19 02:57:32.000 141.0 635.0 2021-01-19 02:59:51.000 6.5.2 14.0 86.0 conda-forge/cx_freeze cx_freeze 73.0 525.0 938.0 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000 153.0 16632.0 18439.0 https://anaconda.org/conda-forge/cx_freeze 2021-01-05 08:47:35.640 43380.0 2.0
135 133 asv https://github.com/airspeed-velocity/asv Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. testing 24 True airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000 2020-12-22 14:28:14.000 2020-12-22 14:28:12.000 121.0 552.0 2020-05-16 12:35:26.000 0.4.2 16.0 53.0 conda-forge/asv asv 101.0 296.0 1887.0 164.0 120.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000 44.0 4663.0 10399.0 https://anaconda.org/conda-forge/asv 2020-12-11 12:30:25.113 275344.0 3.0
136 134 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 2020-11-17 20:29:45.000 2020-11-16 12:31:58.000 61.0 456.0 2020-11-16 12:36:24.000 0.11.2 21.0 22.0 mamba 45.0 52.0 468.0 220.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000 220.0 7925.0 7925.0 3.0 -1.0
137 135 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 24 True dropbox/mypy-protobuf https://github.com/dropbox/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000 2021-01-03 02:37:16.000 2020-12-28 17:25:33.000 51.0 302.0 23.0 25.0 mypy-protobuf 15.0 49.0 195.0 197.0 173.0 https://pypi.org/project/mypy-protobuf 2020-06-18 21:38:10.000 24.0 173796.0 173796.0 3.0
138 136 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 2021-01-17 16:36:28.000 2021-01-17 16:36:26.000 21.0 270.0 2020-11-16 10:02:15.000 3.5.0 20.0 14.0 pytest-randomly 7.0 27.0 323.0 107.0 https://pypi.org/project/pytest-randomly 2020-11-16 10:02:15.000 107.0 234309.0 234309.0 3.0
139 137 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 24 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000 2021-01-17 18:16:22.000 2020-11-24 02:29:06.000 22.0 257.0 2020-11-24 02:49:27.000 1.5.8 45.0 17.0 conda-forge/darglint darglint 35.0 82.0 454.0 277.0 257.0 https://pypi.org/project/darglint 2020-11-24 02:49:27.000 20.0 42758.0 43212.0 https://anaconda.org/conda-forge/darglint 2020-11-24 05:07:32.192 7275.0 3.0
140 138 flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions A flake8 plugin to help you write better list/set/dict comprehensions. linters 24 True adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000 2021-01-17 16:35:49.000 2021-01-17 16:35:47.000 12.0 243.0 2020-12-19 10:49:01.000 3.3.1 25.0 9.0 conda-forge/flake8-comprehensions ['flake8'] flake8-comprehensions 10.0 28.0 307.0 714.0 https://pypi.org/project/flake8-comprehensions 2020-12-19 10:49:01.000 714.0 167997.0 172930.0 https://anaconda.org/conda-forge/flake8-comprehensions 2020-12-20 00:33:24.687 246682.0 3.0
141 139 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 24 True PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000 2020-10-20 13:40:35.000 2020-08-04 12:21:12.000 58.0 231.0 2019-03-04 08:39:11.000 0.18.1 34.0 40.0 conda-forge/flake8-import-order ['flake8'] flake8-import-order 8.0 83.0 274.0 1892.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000 1892.0 156914.0 160512.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199 179902.0 3.0
142 140 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 24 True zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000 2020-06-06 07:55:44.000 2020-05-12 23:46:18.000 32.0 121.0 2020-05-12 23:12:42.000 3.2.0 37.0 28.0 conda-forge/flake8-quotes ['flake8'] flake8-quotes 3.0 39.0 99.0 4119.0 2715.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000 1404.0 171077.0 173735.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431 138218.0 3.0
143 141 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 2021-01-11 20:53:19.000 2021-01-11 20:53:15.000 183.0 5134.0 2021-01-10 11:52:16.000 1.0.58 43.0 26.0 bpytop 30.0 161.0 349.0 https://pypi.org/project/bpytop 2021-01-10 11:52:16.000 9073.0 9073.0 3.0
144 142 vprof https://github.com/nvdv/vprof Visual profiler for Python. profiling 23 True nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000 2020-11-08 14:27:24.000 2020-11-08 14:27:12.000 165.0 3709.0 2018-06-24 14:16:36.000 0.37.6 24.0 17.0 vprof 22.0 56.0 618.0 78.0 69.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000 9.0 1545.0 1545.0 3.0
145 143 rebound https://github.com/shobrook/rebound Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. logging 23 True shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872 2021-01-20 09:52:02.000 2021-01-04 03:14:37.000 323.0 3461.0 2021-01-04 16:34:49.000 3.13.2 161.0 16.0 conda-forge/rebound rebound 20.0 38.0 166.0 30.0 16.0 https://pypi.org/project/rebound 2021-01-04 16:34:49.000 14.0 913.0 3000.0 https://anaconda.org/conda-forge/rebound 2021-01-15 02:06:52.730 91676.0 3.0 159.0
146 144 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 2021-01-20 20:10:28.000 2021-01-20 20:10:24.000 120.0 3227.0 2020-04-04 04:48:23.000 20.5.0 20.0 35.0 conda-forge/monkeytype monkeytype 30.0 101.0 268.0 148.0 114.0 https://pypi.org/project/monkeytype 2020-05-18 19:40:30.000 34.0 6155.0 6919.0 https://anaconda.org/conda-forge/monkeytype 2020-05-19 00:57:07.937 27509.0 2.0
147 145 pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Testinfra test your infrastructures. testing 23 True pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000 2021-01-03 00:53:53.000 2021-01-03 00:53:52.000 263.0 1831.0 2020-11-12 20:35:38.000 6.1.0 3.0 101.0 ['pytest'] pytest-testinfra 107.0 192.0 631.0 https://pypi.org/project/pytest-testinfra 2020-11-12 20:35:38.000 39678.0 39678.0 3.0
148 146 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 2021-01-02 06:03:14.000 2021-01-01 18:48:26.000 31.0 1121.0 2020-10-31 13:10:42.000 0.2.5 14.0 6.0 stackprinter 9.0 12.0 159.0 41.0 37.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000 4.0 50745.0 50745.0 3.0
149 147 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 23 True linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000 2020-12-14 23:37:39.000 2020-12-14 23:37:34.000 62.0 1109.0 2020-10-19 03:49:16.000 0.4.0 53.0 29.0 shiv 26.0 54.0 177.0 10.0 https://pypi.org/project/shiv 2020-10-19 03:49:16.000 10.0 3043.0 3049.0 2.0 113.0
150 148 mamba https://github.com/mamba-org/mamba The Fast Cross-Platform Package Manager. dependency-managers 23 True mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000 2021-01-19 22:40:25.000 2021-01-19 19:36:30.000 58.0 1082.0 55.0 30.0 conda-forge/mamba 104.0 223.0 896.0 300.0 300.0 16464.0 https://anaconda.org/conda-forge/mamba 2021-01-15 11:20:31.080 362214.0 3.0
151 149 pyarmor https://github.com/dashingsoft/pyarmor A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. security 23 False dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000 2021-01-20 22:49:01.000 2021-01-20 22:48:53.000 110.0 830.0 2021-01-04 01:02:33.000 6.6.0 217.0 13.0 pyarmor 16.0 415.0 2964.0 151.0 141.0 https://pypi.org/project/pyarmor 2021-01-04 01:02:33.000 10.0 16698.0 16698.0 3.0 18.0
152 150 pylama https://github.com/klen/pylama Code audit tool for python. linters 23 False klen/pylama https://github.com/klen/pylama LGPL-3.0 2012-08-17 10:10:10.000 2020-08-02 16:32:20.000 2019-04-10 18:20:19.000 70.0 753.0 2018-11-02 11:01:56.000 7.6.6 97.0 38.0 pylama 60.0 53.0 689.0 2575.0 2172.0 https://pypi.org/project/pylama 2018-11-02 11:01:56.000 403.0 44826.0 44826.0 3.0
153 151 redbaron https://github.com/PyCQA/redbaron Bottom-up approach to refactoring in python. refactoring 23 False pycqa/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000 2020-12-13 18:51:56.000 2019-08-11 17:42:44.000 64.0 506.0 2019-03-17 19:03:54.000 0.9.2 15.0 34.0 redbaron 59.0 46.0 1669.0 366.0 238.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000 128.0 6176.0 6176.0 2.0
154 152 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 23 True myint/docformatter https://github.com/myint/docformatter MIT 2012-05-26 21:40:48.000 2020-12-28 10:17:29.000 2020-12-27 18:10:35.000 27.0 197.0 2019-11-10 16:23:03.000 1.3.1 48.0 15.0 docformatter 18.0 22.0 441.0 591.0 481.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000 110.0 21056.0 21056.0 3.0
155 153 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 2021-01-18 16:20:35.000 2021-01-18 13:06:06.000 54.0 165.0 2020-12-15 14:14:56.000 0.2.22 25.0 42.0 data-science-types 34.0 21.0 438.0 46.0 46.0 https://pypi.org/project/data-science-types 2020-12-15 12:21:44.000 0.0 5497.0 5497.0 3.0
156 154 py2exe https://github.com/py2exe/py2exe A distutils extension to create standalone Windows programs from Python code. packaging 23 True py2exe/py2exe https://github.com/py2exe/py2exe MIT 2019-03-11 13:16:35.000 2021-01-17 22:51:58.000 2020-11-07 23:23:29.000 23.0 147.0 2020-11-08 11:19:26.000 0.10.1.0 5.0 12.0 py2exe 9.0 45.0 885.0 1163.0 990.0 https://pypi.org/project/py2exe 2020-11-08 11:19:44.000 173.0 15458.0 15779.0 2.0 7078.0
157 155 flake8-commas https://github.com/PyCQA/flake8-commas Flake8 extension for enforcing trailing commas in python. linters 23 False PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas MIT 2015-12-16 09:25:13.000 2020-12-09 08:41:47.000 2019-06-17 12:14:38.000 18.0 119.0 2018-03-19 16:49:31.000 2.0.0 19.0 9.0 ['flake8'] flake8-commas 4.0 25.0 165.0 1358.0 1211.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000 147.0 146758.0 146758.0 3.0
158 156 asteval https://github.com/newville/asteval minimalistic evaluator of python expression using ast module. ast 23 True newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000 2020-12-10 03:10:39.000 2020-11-21 19:17:17.000 26.0 113.0 2020-11-15 20:07:00.000 0.9.21 21.0 15.0 conda-forge/asteval asteval 3.0 40.0 359.0 708.0 470.0 https://pypi.org/project/asteval 2020-11-15 20:07:00.000 238.0 36749.0 38853.0 https://anaconda.org/conda-forge/asteval 2019-10-23 14:59:12.733 107339.0 3.0
159 157 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 23 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000 2020-08-11 09:43:27.627 2020-08-11 08:04:26.000 33.0 98.0 2020-07-08 08:06:12.000 4.0.0 31.0 28.0 conda-forge/flake8-isort ['flake8'] flake8-isort 7.0 37.0 257.0 3331.0 2403.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000 928.0 127138.0 127782.0 https://anaconda.org/conda-forge/flake8-isort 2020-08-11 09:43:27.627 9669.0 3.0
160 158 py2app https://github.com/ronaldoussoren/py2app py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins.. packaging 23 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000 2021-01-02 09:31:59.000 2020-12-26 12:32:49.000 6.0 97.0 2020-09-16 09:18:09.000 0.22 38.0 24.0 py2app 131.0 192.0 594.0 5118.0 3476.0 https://pypi.org/project/py2app 2021-01-02 09:31:59.000 1642.0 7980.0 7980.0 2.0 -1.0
161 159 Scalene https://github.com/emeryberger/scalene Scalene: a high-performance, high-precision CPU and memory profiler for Python. profiling 22 True emeryberger/scalene https://github.com/emeryberger/scalene Apache-2.0 2019-12-17 20:56:28.000 2021-01-20 19:09:23.000 2021-01-20 05:20:12.000 124.0 3500.0 2021-01-20 01:28:27.000 1.1.13 86.0 16.0 scalene 20.0 55.0 820.0 22.0 22.0 https://pypi.org/project/scalene 2021-01-20 01:28:27.000 0.0 1615.0 1615.0 3.0
162 160 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 22 True python-security/pyt https://github.com/python-security/pyt GPL-2.0 2016-10-26 15:34:48.000 2020-12-25 03:47:37.000 2020-03-08 21:43:06.000 224.0 2009.0 2018-11-01 16:02:57.000 0.42 15.0 22.0 python-taint 18.0 75.0 1576.0 46.0 35.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000 11.0 1046.0 1048.0 3.0 55.0
163 161 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 22 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000 2021-01-15 22:43:10.000 2021-01-04 17:13:58.000 48.0 750.0 2020-11-11 00:07:02.000 2.7.4 82.0 11.0 conda-forge/pyupgrade pyupgrade 22.0 129.0 541.0 10.0 https://pypi.org/project/pyupgrade 2020-11-11 00:07:02.000 10.0 29978.0 36012.0 https://anaconda.org/conda-forge/pyupgrade 2020-11-11 12:49:43.382 144835.0 3.0
164 162 pdoc https://github.com/mitmproxy/pdoc Auto-generate API documentation for Python projects. documentation 22 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000 2021-01-20 09:51:59.000 2021-01-20 09:51:54.000 94.0 699.0 2021-01-19 23:44:05.000 1.1.0 39.0 23.0 pdoc 4.0 129.0 566.0 278.0 https://pypi.org/project/pdoc 2021-01-19 23:44:05.000 288.0 3370.0 3370.0 3.0
165 163 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 2021-01-19 23:23:28.000 2020-10-24 10:26:58.000 27.0 580.0 2020-10-24 15:25:27.000 3.3.1 41.0 6.0 hunter 34.0 44.0 900.0 88.0 54.0 https://pypi.org/project/hunter 2020-10-24 15:25:27.000 34.0 5404.0 5404.0 3.0
166 164 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 22 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000 2020-08-05 15:07:23.000 2020-08-05 15:07:10.000 25.0 462.0 2020-08-05 15:08:20.000 1.0.3 31.0 16.0 conda-forge/pytest-testmon ['pytest'] pytest-testmon 36.0 71.0 271.0 297.0 248.0 https://pypi.org/project/pytest-testmon 2019-11-27 13:50:53.000 49.0 22864.0 23620.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 26491.0 3.0
167 165 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 2021-01-04 07:20:57.000 2020-11-03 22:08:37.000 17.0 232.0 2020-11-03 22:11:18.000 1.3.2 12.0 8.0 interrogate 11.0 16.0 122.0 327.0 327.0 https://pypi.org/project/interrogate 2020-11-03 22:11:18.000 18874.0 18874.0 3.0
168 166 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 2021-01-21 02:15:07.000 2021-01-21 02:15:04.000 6.0 174.0 2020-10-12 08:27:22.000 1.0.0 10.0 9.0 ['flake8'] flake8-eradicate 2.0 23.0 270.0 72.0 https://pypi.org/project/flake8-eradicate 2020-10-12 08:26:40.000 72.0 57811.0 57811.0 3.0
169 167 releases https://github.com/bitprophet/releases A powerful Sphinx changelog-generating extension. documentation 22 True 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 35.0 149.0 2020-01-11 00:04:02.000 1.6.2 31.0 10.0 ['sphinx'] releases 28.0 42.0 520.0 1016.0 310.0 https://pypi.org/project/releases 2020-01-11 00:04:02.000 706.0 4830.0 4830.0 3.0
170 168 xdoctest https://github.com/Erotemic/xdoctest A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness. testing 22 True Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000 2021-01-21 04:20:58.000 2020-09-12 02:37:45.000 4.0 88.0 2020-09-11 16:44:12.000 0.15.0 53.0 3.0 xdoctest 13.0 14.0 551.0 776.0 724.0 https://pypi.org/project/xdoctest 2020-09-11 16:44:12.000 52.0 21431.0 21431.0 3.0 1.0 conda-forge/xdoctest
171 169 memory_profiler https://github.com/fabianp/memory_profiler Monitor Memory usage of Python code. profiling 22 False fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632 2020-10-20 18:00:58.207 2018-06-28 13:35:12.000 11.0 60.0 2018-08-16 03:16:49.000 0.54.0 52.0 61.0 conda-forge/memory_profiler memory_profiler 500.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 103802.0 105618.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207 101723.0 3.0
172 170 pipx https://github.com/pipxproject/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 21 True pipxproject/pipx https://github.com/pipxproject/pipx MIT 2018-10-06 18:47:46.000 2021-01-20 09:45:32.000 2021-01-16 08:40:30.000 146.0 3108.0 2021-01-16 07:52:21.000 0.16.0.0 41.0 53.0 pipx 59.0 280.0 403.0 2.0 https://pypi.org/project/pipx 2021-01-16 08:17:57.000 2.0 19830.0 19830.0 3.0
173 171 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 21 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 93.0 1670.0 2020-04-28 06:31:17.000 .0.8.3 30.0 37.0 dephell 100.0 161.0 2145.0 8.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000 8.0 3426.0 3431.0 3.0 108.0
174 172 sixpack https://github.com/sixpack/sixpack Sixpack is a language-agnostic a/b-testing framework. testing 21 True sixpack/sixpack https://github.com/sixpack/sixpack BSD-2-Clause 2012-11-15 00:01:06.000 2021-01-21 06:05:38.000 2020-08-26 00:32:16.000 181.0 1668.0 2017-11-22 14:27:35.000 2.7.0 37.0 55.0 sixpack 73.0 125.0 828.0 11.0 8.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000 3.0 136.0 136.0 3.0
175 173 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 21 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000 2019-12-20 19:59:53.000 2019-12-20 19:59:49.000 126.0 735.0 2018-07-25 01:42:48.000 0.6.0 11.0 36.0 pycco 26.0 28.0 222.0 307.0 201.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000 106.0 862.0 862.0 3.0
176 174 pynsist https://github.com/takluyver/pynsist Build Windows installers for Python applications. packaging 21 True takluyver/pynsist https://github.com/takluyver/pynsist MIT 2014-03-30 19:11:21.000 2020-12-11 22:56:39.000 2020-12-11 22:53:20.000 95.0 667.0 2020-07-03 08:11:24.000 2.5.1 20.0 26.0 pynsist 23.0 123.0 532.0 88.0 https://pypi.org/project/pynsist 2020-11-05 21:10:48.000 88.0 927.0 927.0 3.0
177 175 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 21 True PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000 2020-03-15 09:15:49.000 2020-02-10 02:47:14.000 48.0 252.0 2019-02-25 23:55:38.000 0.8 18.0 31.0 baron 41.0 29.0 1489.0 224.0 132.0 https://pypi.org/project/baron 2018-10-29 00:43:39.000 92.0 6274.0 6274.0 3.0
178 176 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 21 True avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000 2020-11-12 15:11:07.000 2020-09-22 09:13:51.000 32.0 186.0 2020-09-22 09:28:03.000 0.10.1 13.0 9.0 ['pytest'] pytest-docker 16.0 13.0 56.0 14.0 https://pypi.org/project/pytest-docker 2020-09-22 09:28:03.000 14.0 11288.0 11293.0 3.0 66.0
179 177 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 21 False landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2020-09-30 08:09:38.000 2019-12-31 16:45:20.000 15.0 88.0 2019-12-31 16:44:58.000 0.2.1 10.0 11.0 conda-forge/dodgy dodgy 8.0 2.0 64.0 1716.0 1192.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000 524.0 66215.0 66612.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 21042.0 3.0
180 178 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 21 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000 2020-10-26 15:39:53.000 2020-08-11 08:34:28.000 15.0 58.0 2020-05-14 10:45:01.000 1.5.3 23.0 13.0 conda-forge/flake8-builtins ['flake8'] flake8-builtins 2.0 30.0 209.0 2056.0 1544.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000 512.0 130072.0 132125.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836 102678.0 3.0
181 179 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 2021-01-07 06:30:51.000 2021-01-07 06:30:50.000 7.0 56.0 4.0 6.0 conda-forge/pylint-flask ['pylint'] pylint-flask 3.0 5.0 39.0 4383.0 4283.0 https://pypi.org/project/pylint-flask 2016-08-27 23:02:08.000 100.0 83970.0 84789.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 43443.0 3.0
182 180 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 01:31:58.000 113.0 2998.0 2017-06-28 06:10:16.000 0.1.3 3.0 18.0 profiling 15.0 20.0 433.0 34.0 29.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000 5.0 3540.0 3540.0 3.0
183 181 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 17:42:17.000 184.0 2512.0 13.0 20.0 pyrasite 37.0 14.0 274.0 31.0 26.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000 5.0 7016.0 7016.0 3.0
184 182 xar https://github.com/facebookincubator/xar executable archive format. packaging 20 True facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000 2020-12-04 19:43:52.000 2020-12-04 19:43:26.000 45.0 1422.0 2020-12-02 20:41:20.000 20.12.2 3.0 21.0 xar 8.0 21.0 53.0 12.0 12.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000 136.0 136.0 3.0
185 183 pyannotate https://github.com/dropbox/pyannotate Auto-generate PEP-484 annotations. refactoring 20 True dropbox/pyannotate https://github.com/dropbox/pyannotate Apache-2.0 2017-11-13 20:18:08.000 2020-11-24 21:06:25.000 2020-11-10 12:27:42.000 40.0 1163.0 2019-09-16 15:37:03.000 1.2.0 9.0 15.0 pyannotate 24.0 33.0 93.0 78.0 56.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 22.0 970.0 970.0 3.0
186 184 portray https://github.com/timothycrosley/portray Your Project with Great Documentation. documentation 20 True timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000 2021-01-17 07:35:02.000 2021-01-17 07:34:10.000 50.0 693.0 2021-01-17 07:35:02.000 1.5.0 24.0 13.0 portray 15.0 23.0 209.0 8.0 https://pypi.org/project/portray 2021-01-17 07:35:02.000 8.0 2572.0 2572.0 3.0
187 185 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 20 True dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000 2020-12-08 17:21:33.000 2020-12-08 17:21:32.000 13.0 315.0 2020-03-09 15:14:43.000 0.11.0 13.0 7.0 dlint 20.0 12.0 201.0 18.0 https://pypi.org/project/dlint 2020-10-30 20:40:39.000 18.0 9611.0 9611.0 3.0
188 186 mkdocstrings https://github.com/pawamoy/mkdocstrings Automatic documentation from sources, for MkDocs. documentation 20 True pawamoy/mkdocstrings https://github.com/pawamoy/mkdocstrings ISC 2019-12-09 18:09:09.000 2021-01-20 00:42:52.000 2021-01-19 17:56:53.000 29.0 270.0 2021-01-06 21:43:56.000 0.14.0 34.0 18.0 ['mkdocs'] mkdocstrings 43.0 102.0 355.0 0.0 https://pypi.org/project/mkdocstrings 2021-01-06 21:43:56.000 0.0 11167.0 11167.0 3.0
189 187 assertpy https://github.com/ActivisionGameScience/assertpy Simple assertion library for unit testing in python with a fluent API. testing 20 False ActivisionGameScience/assertpy https://github.com/ActivisionGameScience/assertpy BSD-3-Clause 2017-11-21 01:38:07.332 2020-07-19 15:23:26.710 2019-10-30 17:50:10.000 47.0 248.0 13.0 10.0 conda-forge/assertpy assertpy 279.0 124.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000 124.0 39138.0 39400.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 9969.0 3.0
190 188 flakehell https://github.com/life4/flakehell Flake8 wrapper to make it nice, legacy-friendly, configurable. linters 20 True life4/flakehell https://github.com/life4/flakehell MIT 2019-08-06 11:37:21.000 2021-01-11 21:35:41.000 2021-01-11 21:35:40.000 28.0 210.0 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 11344.0 11347.0 3.0 50.0
191 189 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 20 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000 2020-09-16 11:20:09.000 2020-09-16 11:20:01.000 15.0 177.0 2019-10-08 16:24:35.000 0.7.1 17.0 7.0 conda-forge/xenon xenon 6.0 23.0 100.0 237.0 175.0 https://pypi.org/project/xenon 2020-09-16 09:47:41.000 62.0 12443.0 12689.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 9625.0 3.0
192 190 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 20 True zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000 2021-01-06 17:14:12.000 2020-07-23 01:35:13.000 26.0 163.0 2020-07-23 01:35:39.000 0.5.8 22.0 9.0 ['mkdocs'] mkdocs-pdf-export-plugin 29.0 41.0 68.0 109.0 105.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000 4.0 3911.0 3911.0 3.0
193 191 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 20 True 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 11.0 161.0 2019-11-20 10:54:24.000 0.6.3 12.0 7.0 conda-forge/pytest-lazy-fixture ['pytest'] pytest-lazy-fixture 12.0 19.0 92.0 274.0 243.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 31.0 42775.0 47595.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 216913.0 3.0
194 192 add-trailing-comma https://github.com/asottile/add-trailing-comma A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. refactoring 20 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000 2021-01-02 00:38:05.000 2021-01-02 00:37:37.000 11.0 159.0 2021-01-02 00:37:56.000 2.0.2 29.0 9.0 add-trailing-comma 30.0 198.0 14.0 https://pypi.org/project/add-trailing-comma 2021-01-02 00:37:56.000 14.0 2746.0 2746.0 3.0
195 193 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 17.0 129.0 2019-10-22 13:04:22.000 1.3.1 9.0 7.0 conda-forge/pytest-datadir ['pytest'] pytest-datadir 3.0 11.0 71.0 333.0 281.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000 52.0 41807.0 42998.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374 60774.0 3.0
196 194 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 20 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000 2020-12-22 01:59:58.000 2020-12-22 01:43:41.000 17.0 122.0 2020-12-22 02:04:30.000 2.5.0 16.0 2.0 ['mkdocs'] mkdocs-awesome-pages-plugin 2.0 30.0 53.0 303.0 258.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000 45.0 8345.0 8345.0 3.0 1.0
197 195 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 20 False myint/eradicate https://github.com/myint/eradicate Saxpath 2012-12-23 04:39:48.000 2020-10-06 12:45:07.000 2020-10-01 09:23:01.000 18.0 111.0 2020-10-01 09:33:03.000 2.0.0 16.0 7.0 eradicate 4.0 13.0 164.0 156.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000 156.0 65011.0 65011.0 3.0
198 196 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 20 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000 2020-07-25 16:32:38.063 2020-07-25 16:06:31.000 7.0 81.0 2020-07-25 16:07:56.000 0.2.1 9.0 4.0 conda-forge/flake8-black ['flake8'] flake8-black 4.0 13.0 85.0 570.0 552.0 https://pypi.org/project/flake8-black 2020-07-25 16:07:56.000 18.0 71969.0 75298.0 https://anaconda.org/conda-forge/flake8-black 2020-07-25 16:32:38.063 63264.0 3.0
199 197 flake8-bandit https://github.com/tylerwince/flake8-bandit Automated security testing using bandit and flake8. linters 20 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 13.0 57.0 2019-10-08 03:58:31.000 2.1.2 11.0 5.0 ['flake8'] flake8-bandit 3.0 7.0 44.0 132.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000 132.0 66053.0 66053.0 3.0
200 198 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 2020-11-05 16:46:00.000 2019-08-07 13:44:00.000 10.0 53.0 2013-06-22 15:34:37.000 0.1.5 10.0 5.0 unify 6.0 3.0 69.0 208.0 193.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000 15.0 13374.0 13374.0 3.0
201 199 icecream https://github.com/gruns/icecream Never use print() to debug again. debugging 19 True gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000 2020-11-17 20:56:21.000 2020-11-17 20:56:15.000 39.0 1996.0 2019-10-26 03:38:01.000 2.0.0 13.0 9.0 icecream 10.0 27.0 176.0 2.0 https://pypi.org/project/icecream 2019-10-26 03:30:15.000 2.0 4489.0 4489.0 3.0
202 200 PrettyErrors https://github.com/onelivesleft/PrettyErrors Prettify Python exception output to make it legible. logging 19 True onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000 2021-01-05 04:22:45.000 2020-12-27 21:49:39.000 59.0 1828.0 2020-11-24 01:10:26.000 1.2.19 42.0 4.0 pretty_errors 1.0 24.0 119.0 0.0 https://pypi.org/project/pretty_errors 2020-11-24 01:10:26.000 0.0 7591.0 7591.0 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 2020-08-25 21:49:38.000 2020-08-25 21:35:41.000 70.0 1365.0 2018-12-23 14:02:19.000 0.8.4 35.0 8.0 birdseye 19.0 26.0 380.0 33.0 33.0 https://pypi.org/project/birdseye 2020-08-25 21:49:38.000 413.0 413.0 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 2020-10-31 17:54:07.000 2020-10-01 23:10:22.000 36.0 638.0 2020-09-02 06:33:11.000 1.19.0 45.0 14.0 wily 28.0 47.0 686.0 8.0 https://pypi.org/project/wily 2020-09-02 06:33:11.000 8.0 1793.0 1793.0 3.0
205 203 snoop https://github.com/alexmojaki/snoop A powerful set of Python debugging tools, based on PySnooper. debugging 19 True alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000 2020-09-13 16:39:19.000 2020-09-13 16:39:10.000 18.0 456.0 2020-08-25 21:31:27.000 0.2.5 9.0 18.0 snoop 11.0 12.0 375.0 35.0 27.0 https://pypi.org/project/snoop 2020-08-25 21:31:27.000 8.0 7070.0 7070.0 3.0
206 204 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 19 False sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000 2021-01-19 19:03:16.000 2019-05-10 19:18:48.000 23.0 370.0 2019-05-10 19:21:38.000 0.0.19 18.0 3.0 vex 2.0 38.0 200.0 35.0 19.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000 16.0 465.0 465.0 3.0
207 205 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 19 False ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000 2019-12-10 10:02:01.000 2019-12-10 10:01:59.000 14.0 301.0 2019-01-20 11:58:25.000 1.6.0 20.0 9.0 manhole 6.0 14.0 459.0 129.0 63.0 https://pypi.org/project/manhole 2019-01-20 11:58:25.000 66.0 4681.0 4681.0 3.0
208 206 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 2021-01-17 05:47:13.000 2020-12-01 19:46:08.000 113.0 285.0 2020-11-15 09:12:52.000 3.2.0 35.0 44.0 constructor 32.0 188.0 914.0 8.0 8.0 67.0 https://anaconda.org/anaconda/constructor 2020-08-22 09:13:31.665 3256.0 3.0 219.0
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 21.0 149.0 2018-06-24 06:23:48.000 0.8.2 7.0 9.0 pynt 5.0 13.0 128.0 87.0 67.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000 20.0 2653.0 2653.0 3.0
210 208 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 2021-01-15 17:20:29.000 2020-12-14 19:18:13.000 27.0 653.0 2020-11-21 15:09:28.000 0.2.9 23.0 19.0 pyflow 39.0 39.0 270.0 https://pypi.org/project/pyflow 2020-11-21 15:18:30.000 91.0 242.0 3.0 2573.0
211 209 pyheat https://github.com/csurfer/pyheat pprofile + matplotlib = Python program profiled as an awesome heatmap!. profiling 18 False csurfer/pyheat https://github.com/csurfer/pyheat MIT 2017-02-04 22:56:02.000 2021-01-08 21:28:29.000 2018-12-06 03:53:03.000 27.0 491.0 2018-12-02 19:13:32.000 0.0.4 4.0 4.0 py-heat 2.0 8.0 51.0 30.0 26.0 https://pypi.org/project/py-heat 2018-12-06 03:20:43.000 4.0 233.0 233.0 3.0
212 210 Fixit https://github.com/Instagram/Fixit Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,.. linters 18 True Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2021-01-12 15:22:56.000 2020-12-16 09:27:54.000 28.0 214.0 2020-12-11 01:56:10.000 0.1.3 5.0 21.0 fixit 19.0 19.0 146.0 2.0 2.0 https://pypi.org/project/fixit 2020-12-11 01:53:21.000 393.0 393.0 3.0
213 211 imhotep https://github.com/justinabrahms/imhotep A static-analysis bot for Github. linters 18 False justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000 2021-01-05 10:45:01.000 2017-12-09 20:00:47.000 37.0 213.0 2016-09-18 21:57:32.000 1.1.0 9.0 15.0 imhotep 23.0 23.0 356.0 11.0 7.0 https://pypi.org/project/imhotep 2016-09-18 21:57:32.000 4.0 31.0 31.0 3.0
214 212 blacken-docs https://github.com/asottile/blacken-docs Run `black` on python code blocks in documentation files. documentation 18 True asottile/blacken-docs https://github.com/asottile/blacken-docs MIT 2018-06-03 02:48:01.000 2021-01-06 04:14:45.000 2021-01-05 16:03:40.000 15.0 148.0 2020-12-20 04:52:14.000 1.9.1 17.0 10.0 conda-forge/blacken-docs blacken-docs 2.0 19.0 117.0 22.0 https://pypi.org/project/blacken-docs 2020-12-20 04:52:14.000 22.0 4806.0 6848.0 https://anaconda.org/conda-forge/blacken-docs 2020-12-20 06:19:44.385 12252.0 3.0
215 213 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 18 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 16.0 106.0 6.0 8.0 ['flake8'] flake8-mypy 19.0 3.0 50.0 652.0 620.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000 32.0 17508.0 17508.0 3.0
216 214 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 18 True codejamninja/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000 2020-10-07 04:18:38.000 2020-10-07 04:18:32.000 26.0 92.0 2019-12-23 17:05:52.000 0.5.4 22.0 16.0 ['sphinx'] sphinx-markdown-builder 17.0 16.0 99.0 160.0 118.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000 42.0 5311.0 5311.0 3.0 clayrisser/sphinx-markdown-builder
217 215 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 2020-12-16 03:23:26.000 2020-12-16 03:23:19.000 13.0 90.0 2019-07-29 01:14:33.000 0.2.1 5.0 9.0 conda-forge/pandas-vet ['flake8'] pandas-vet 14.0 25.0 175.0 27.0 27.0 https://pypi.org/project/pandas-vet 2019-07-27 06:54:02.000 2064.0 2328.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445 5535.0 3.0 31.0
218 216 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 87.0 2020-12-23 02:19:02.000 0.69.1 14.0 6.0 massedit 3.0 5.0 178.0 10.0 https://pypi.org/project/massedit 2020-12-23 01:49:47.000 10.0 995.0 995.0 3.0 15.0
219 217 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 18 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000 2020-10-16 02:02:54.000 2020-10-16 01:58:36.000 5.0 30.0 2020-10-16 02:02:42.000 0.3.1 8.0 6.0 ['mkdocs'] mkdocs-git-revision-date-plugin 1.0 9.0 24.0 147.0 129.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000 18.0 2803.0 2803.0 3.0
220 218 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 18 False orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000 2021-01-20 09:19:23.000 2021-01-11 05:41:48.000 7.0 29.0 2021-01-11 02:43:17.000 0.8.3 24.0 5.0 ['mkdocs'] mkdocs-with-pdf 9.0 26.0 158.0 10.0 10.0 https://pypi.org/project/mkdocs-with-pdf 2021-01-11 02:26:16.000 669.0 669.0 3.0
221 219 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 17 False pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2020-08-08 20:55:38.000 2019-02-13 15:27:07.000 273.0 4062.0 2019-02-14 00:27:42.000 1.1.5 7.0 41.0 103.0 170.0 463.0 3.0
222 220 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 2045.0 2019-03-09 13:53:12.000 1.0.0 20.0 18.0 fake2db 6.0 15.0 242.0 14.0 13.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000 1.0 102.0 102.0 3.0
223 221 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 17 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000 2020-11-27 21:18:45.000 2020-11-27 21:18:44.000 7.0 195.0 2019-03-14 11:34:54.000 0.3.0 10.0 4.0 bellybutton 7.0 6.0 32.0 3.0 3.0 https://pypi.org/project/bellybutton 2019-12-11 13:36:20.000 0.0 2712.0 2712.0 3.0
224 222 nitpick https://github.com/andreoliwa/nitpick Enforce the same configuration across multiple projects. linters 17 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2021-01-21 08:02:48.000 2021-01-18 01:29:16.000 9.0 113.0 2020-11-02 21:51:47.000 0.23.1 38.0 6.0 ['flake8'] nitpick 15.0 37.0 409.0 https://pypi.org/project/nitpick 2020-11-02 21:51:44.000 3925.0 3925.0 3.0
225 223 unimport https://github.com/hakancelik96/unimport A linter, formatter for finding and removing unused import statements. refactoring 17 True hakancelik96/unimport https://github.com/hakancelik96/unimport MIT 2019-09-08 09:49:24.000 2021-01-06 15:11:26.000 2021-01-06 15:11:21.000 15.0 90.0 2021-01-01 18:09:19.000 0.7.1 22.0 11.0 unimport 7.0 56.0 361.0 4.0 4.0 https://pypi.org/project/unimport 2021-01-01 18:09:19.000 1093.0 1093.0 3.0 -1.0
226 224 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 17 False myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000 2019-12-07 19:55:59.000 2019-05-24 17:17:56.000 4.0 84.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 pyformat 3.0 3.0 199.0 89.0 70.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 19.0 2804.0 2804.0 3.0
227 225 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 17 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2021-01-15 16:45:06.000 2020-11-19 12:03:05.000 7.0 33.0 2020-11-19 12:04:22.000 0.3.1 5.0 4.0 ['mkdocs'] mkdocs-versioning 7.0 18.0 113.0 12.0 12.0 https://pypi.org/project/mkdocs-versioning 2020-11-19 12:04:22.000 427.0 427.0 3.0
228 226 yala https://github.com/cemsbr/yala Yet Another Linter Aggregator. linters 17 False cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000 2020-10-24 17:27:01.000 2020-10-24 17:26:28.000 4.0 8.0 2020-10-24 03:39:21.000 3.0.0 27.0 3.0 ['flake8', 'pylint'] yala 1.0 11.0 164.0 45.0 36.0 https://pypi.org/project/yala 2020-10-24 16:03:12.000 9.0 465.0 465.0 3.0
229 227 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 13.0 110.0 2014-10-24 20:36:57.000 0.0.13 13.0 6.0 pep8ify 6.0 12.0 154.0 46.0 34.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000 12.0 57.0 57.0 3.0
230 228 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 16 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000 2020-10-11 13:24:37.859 2020-10-11 09:52:52.000 14.0 92.0 2019-09-13 11:08:57.000 20.10.0 8.0 7.0 conda-forge/retype retype 9.0 3.0 92.0 34.0 https://pypi.org/project/retype 2020-10-11 09:46:06.000 34.0 1249.0 1567.0 https://anaconda.org/conda-forge/retype 2020-10-11 13:24:37.859 11455.0 3.0
231 229 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 63.0 2019-04-05 11:43:43.000 2.3.0 22.0 3.0 ['pytest'] pytest-play 3.0 24.0 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-04-05 11:43:43.000 4.0 187.0 187.0 3.0
232 230 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 2021-01-19 20:01:04.000 2021-01-18 20:55:13.000 99.0 2776.0 2020-04-10 04:16:04.000 0.7.0 3.0 28.0 187.0 110.0 3.0
233 231 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 15 False pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000 2020-11-24 11:15:49.000 2019-10-12 14:34:36.000 272.0 2469.0 29.0 7.0 53.0 130.0 3.0
234 232 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 2020-12-31 10:35:22.000 2020-12-31 10:35:21.000 152.0 1417.0 55.0 23.0 156.0 404.0 3.0
235 233 tbvaccine https://github.com/skorokithakis/tbvaccine A small utility to pretty-print Python tracebacks. logging 15 True skorokithakis/tbvaccine https://github.com/skorokithakis/tbvaccine MIT 2016-08-27 17:31:59.000 2020-03-01 19:24:46.000 2020-03-01 19:24:44.000 12.0 357.0 2018-12-14 18:07:29.000 0.3.1 12.0 12.0 tbvaccine 7.0 12.0 80.0 9.0 9.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000 429.0 429.0 3.0
236 234 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 2020-12-13 04:04:12.000 2020-12-13 04:02:52.000 9.0 58.0 2020-11-29 17:06:39.000 8.2.1 16.0 7.0 pip-run 4.0 33.0 https://pypi.org/project/pip-run 2020-11-29 17:06:34.000 1318.0 1318.0 3.0
237 235 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 14 False bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000 2020-06-24 12:43:11.000 2017-02-13 18:07:04.000 12.0 271.0 8.0 2.0 pycycle 12.0 1.0 26.0 41.0 37.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000 4.0 705.0 705.0 3.0
238 236 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 14 True lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000 2020-11-30 22:20:25.000 2020-11-30 22:18:53.000 21.0 180.0 2018-12-12 19:47:05.000 0.7.0 10.0 16.0 ['flake8', 'mypy'] linty-fresh 8.0 1.0 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000 14.0 14.0 3.0
239 237 subpar https://github.com/google/subpar Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel. packaging 13 False google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000 2020-09-16 16:25:54.000 2019-08-15 01:37:08.000 62.0 466.0 2019-05-14 20:14:05.000 2.0.0 5.0 14.0 30.0 30.0 93.0 3.0
240 238 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 13 True man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000 2020-08-04 13:25:34.000 2020-04-11 14:20:38.000 52.0 356.0 46.0 30.0 51.0 747.0 3.0
241 239 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 13 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000 2021-01-21 09:35:31.000 2021-01-21 06:53:17.000 6.0 141.0 2020-12-06 07:39:42.000 0.5.1 9.0 2.0 conda-forge/beartype beartype 3.0 8.0 0.0 https://pypi.org/project/beartype 2020-12-06 07:39:42.000 0.0 748.0 1025.0 https://anaconda.org/conda-forge/beartype 2021-01-20 06:24:55.793 1940.0 3.0 -2.0
242 240 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 12 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000 2019-06-27 03:42:49.000 2019-06-27 03:42:48.000 9.0 125.0 23.0 5.0 pipenv-pipes 4.0 10.0 285.0 https://pypi.org/project/pipenv-pipes 2018-05-28 01:45:42.000 129.0 129.0 3.0
243 241 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 12 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2020-08-17 14:14:00.000 2020-08-17 14:13:59.000 4.0 73.0 2019-06-17 19:19:47.000 0.1.1 2.0 3.0 com2ann 4.0 13.0 27.0 1.0 1.0 https://pypi.org/project/com2ann 2019-06-17 19:19:47.000 81.0 81.0 3.0
244 242 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 12 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2020-12-22 13:14:58.000 2020-12-21 19:27:51.000 2.0 14.0 2020-12-21 19:51:57.000 1.0.0 16.0 ['mkdocs'] mkdocs-print-site-plugin 2.0 35.0 112.0 6.0 6.0 https://pypi.org/project/mkdocs-print-site-plugin 2020-12-21 19:51:57.000 100.0 100.0 3.0
245 243 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 12 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000 2020-12-17 13:59:43.000 2020-12-17 13:59:36.000 1.0 8.0 2020-12-13 16:12:58.000 0.4.3 13.0 3.0 lazydocs 9.0 9.0 https://pypi.org/project/lazydocs 2020-12-13 14:58:14.000 0.0 195.0 195.0 3.0
246 244 cohesion https://github.com/mschwager/cohesion A tool for measuring Python class cohesion. code-metrics 11 False mschwager/cohesion https://github.com/mschwager/cohesion GPL-3.0 2016-08-11 21:09:32.000 2019-08-05 17:14:04.000 2019-08-05 17:14:01.000 2.0 122.0 2019-07-10 16:08:05.000 1.0.0 9.0 2.0 cohesion 1.0 11.0 78.0 2.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000 2.0 443.0 443.0 3.0
247 245 pyship https://github.com/jamesabel/pyship freezer, installer and updater for Python applications. packaging 11 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 5.0 2020-11-04 02:56:54.000 0.1.0 14.0 pyship 4.0 https://pypi.org/project/pyship 2020-12-07 00:53:45.000 53.0 53.0 3.0
248 246 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 11 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000 2021-01-20 18:09:15.000 2021-01-20 18:09:08.000 2.0 5.0 2020-12-12 17:07:55.000 0.6.6 30.0 4.0 universal-build https://pypi.org/project/universal-build 2020-12-12 13:21:08.000 177.0 184.0 3.0 15.0

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_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ _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/madzak/python-json-logger">python-json-logger</a></b> (🥈29 · 890 · 📈) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> - <b><a href="https://github.com/SCons/scons">scons</a></b> (🥉27 · 1K · 📈) - SCons - a software construction tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/benfred/py-spy">py-spy</a></b> (🥈28 · 6.4K · 📈) - Sampling profiler for Python programs. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/Erotemic/xdoctest">xdoctest</a></b> (🥉22 · 88 · 📈) - A rewrite of Python's builtin doctest module (with pytest plugin.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/facebook/pyre-check">pyre-check</a></b> (🥈27 · 5.1K · 📈) - Performant type-checking for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin">mkdocs-awesome-pages-plugin</a></b> (🥉20 · 120 · 📈) - An MkDocs plugin that simplifies configuring page.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/ryan-roemer/sphinx-bootstrap-theme">sphinx-bootstrap-theme</a></b> (🥈26 · 580 · 💀) - Sphinx Bootstrap Theme. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/simonpercivall/astunparse">astunparse</a></b> (🥉26 · 150 · 💀) - An AST unparser for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
## 📉 Trending Down ## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/PyCQA/pylint">pylint</a></b> (🥇34 · 3.2K · 📉) - It's not just a linter that annoys you!. <code><a href="http://bit.ly/2KucAZR">❗GPL-2.0</a></code> - <b><a href="https://github.com/microsoft/playwright-python">playwright-python</a></b> (🥉24 · 3.8K · 🐣) - Python version of the Playwright testing and.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/google/yapf">yapf</a></b> (🥉32 · 11K · 📉) - A formatter for Python files. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> - <b><a href="https://github.com/nestorsalceda/mamba">Mamba Test Runner</a></b> (🥉24 · 460 · 📉) - The definitive testing tool for Python. Born under the.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/hynek/structlog">structlog</a></b> (🥈29 · 1.4K · 📉) - Structured Logging for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/ronaldoussoren/py2app">py2app</a></b> (🥈23 · 97 · 📉) - py2app is a Python setuptools command which will allow you to make.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pantsbuild/pex">pex</a></b> (🥈27 · 1.8K · 📉) - A library and tool for generating .pex (Python EXecutable) files. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> - <b><a href="https://github.com/hakancelik96/unimport">unimport</a></b> (🥉17 · 90 · 📉) - A linter, formatter for finding and removing unused import statements. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/jendrikseipp/vulture">vulture</a></b> (🥈26 · 1.1K · 📉) - Find dead Python code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/beartype/beartype">beartype</a></b> (🥉13 · 140 · 📉) - Unbearably fast O(1) runtime type-checking in pure Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
## Added Projects
_Projects that were recently added to this best-of list._
- <b><a href="https://github.com/willmcgugan/rich">rich</a></b> (🥇32 · 20K · ) - 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/Erotemic/xdoctest">xdoctest</a></b> (🥉21 · 88 · ) - A rewrite of Python's builtin doctest module (with pytest plugin.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/alexmojaki/birdseye">Birdseye</a></b> (🥉19 · 1.4K · ) - Graphical Python debugger which lets you easily view the values of.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/alexmojaki/snoop">snoop</a></b> (🥉19 · 460 · ) - A powerful set of Python debugging tools, based on PySnooper. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>