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Update best-of list for version 2021.11.25

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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/pypa/setuptools">setuptools</a></b> (🥇35 · ⭐ 1.5K · 📈) - Official project repository for the Setuptools build system. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/conda/conda">conda</a></b> (🥈33 · ⭐ 4.4K · 📈) - OS-agnostic, system-level binary package manager and ecosystem. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/getlogbook/logbook">logbook</a></b> (🥈31 · ⭐ 1.4K · 💀) - A cool logging replacement for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/klen/pylama">pylama</a></b> (🥈26 · ⭐ 820 · 📈) - Code audit tool for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/mamba-org/mamba">mamba</a></b> (🥉23 · ⭐ 2.4K · 📈) - The Fast Cross-Platform Package Manager. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/google/pytype">pytype</a></b> (🥉25 · ⭐ 3.5K · 📉) - A static type analyzer for Python code. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/ines/wasabi">wasabi</a></b> (🥉25 · ⭐ 310 · 💤) - A lightweight console printing and formatting toolkit. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉23 · ⭐ 1.1K · 💤) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/ml-tooling/lazydocs">lazydocs</a></b> (🥉16 · ⭐ 50 · 📉) - Generate markdown API documentation from Google-style Python.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/jaraco/pip-run">pip-run</a></b> (🥉15 · ⭐ 61 · 📉) - pip-run - dynamic dependency loader for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>

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,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,open_issue_count,labels,conda_id,pypi_id,commit_count,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,dockerhub_id,github_release_downloads,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge,updated_github_id
0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000000,2021-11-18 16:34:20.000000,2021-11-17 18:43:57.000000,92.0,2.0,1370.0,2021-11-17 18:45:05.000000,2021.11.17,23.0,7.0,4.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,38,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000000,2021-11-23 09:39:25.000000,2021-11-23 09:17:13.000000,1592.0,4828.0,4261.0,2021-11-10 17:23:23.000000,4.3.0,159.0,693.0,924.0,['sphinx'],conda-forge/sphinx,sphinx,18456.0,272891.0,168355.0,https://pypi.org/project/sphinx,2021-11-10 17:23:23.000000,104536.0,4033837.0,4103566.0,https://anaconda.org/conda-forge/sphinx,2021-11-10 20:31:12.931000,4392979.0,1.0,,,,,,,,,,,,,,,
4,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,37,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000000,2021-11-21 02:22:30.000000,2021-09-20 16:15:31.000000,1034.0,538.0,20137.0,2021-09-20 15:24:06.000000,4.62.3,124.0,107.0,329.0,,conda-forge/tqdm,tqdm,1889.0,252037.0,225799.0,https://pypi.org/project/tqdm,2021-09-20 15:11:15.000000,26238.0,28053328.0,28189164.0,https://anaconda.org/conda-forge/tqdm,2021-09-20 17:51:38.361000,8818216.0,1.0,tqdm/tqdm,8035.0,https://hub.docker.com/r/tqdm/tqdm,2021-10-30 01:39:15.438974,2.0,3948.0,,,,,,,,,
5,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,37,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000000,2021-11-25 10:33:39.000000,2021-11-25 10:33:35.000000,1163.0,1314.0,7870.0,2020-12-19 01:19:27.000000,5.8.0,83.0,173.0,199.0,,conda-forge/psutil,psutil,5727.0,144882.0,120216.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000000,24666.0,34083965.0,34219884.0,https://anaconda.org/conda-forge/psutil,2021-11-02 05:28:15.453000,9106628.0,1.0,,,,,,,,,,,,,,,
6,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,37,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000000,2021-11-17 19:12:02.897000,2021-11-17 12:44:08.000000,460.0,1241.0,5015.0,2021-11-17 00:47:47.000000,0.18.1,31.0,149.0,27.0,,conda-forge/jedi,jedi,8256.0,179383.0,163477.0,https://pypi.org/project/jedi,2021-11-17 00:47:47.000000,15906.0,17975183.0,18089795.0,https://anaconda.org/conda-forge/jedi,2021-11-17 19:12:02.897000,6991368.0,1.0,,,,,,,,,,,,,,,
7,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,36,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000000,2021-11-20 17:33:06.000000,2021-11-20 17:33:06.000000,1835.0,1504.0,13207.0,2021-10-12 21:59:03.000000,1.2.3,48.0,207.0,111.0,['mkdocs'],conda-forge/mkdocs,mkdocs,1610.0,22426.0,16484.0,https://pypi.org/project/mkdocs,2021-10-12 21:46:30.000000,5942.0,742816.0,745175.0,https://anaconda.org/conda-forge/mkdocs,2021-10-13 01:18:18.279000,158077.0,1.0,,,,,,,,,,,,,,,
8,mypy,https://github.com/python/mypy,,Optional static typing for Python.,linters,36,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000000,2021-11-25 11:14:08.000000,2021-11-25 11:14:08.000000,1916.0,5011.0,11876.0,,,83.0,512.0,1956.0,,conda-forge/mypy,mypy,9902.0,56982.0,50898.0,https://pypi.org/project/mypy,2021-06-22 18:39:23.000000,6084.0,7988095.0,8018812.0,https://anaconda.org/conda-forge/mypy,2021-11-09 21:16:30.936000,1474459.0,1.0,,,,,,,,,,,,,,,
9,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,36,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000000,2021-11-25 08:43:24.000000,2021-11-25 08:43:23.000000,1862.0,4019.0,7969.0,2021-08-30 17:39:28.000000,6.2.5,148.0,754.0,726.0,['pytest'],conda-forge/pytest,pytest,,535011.0,404427.0,https://pypi.org/project/pytest,2021-08-30 17:39:00.000000,130584.0,33337414.0,33500856.0,https://anaconda.org/conda-forge/pytest,2021-11-02 14:19:16.940000,10460298.0,1.0,,,,,,,,,,,,,,,
10,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,35,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000000,2021-11-25 08:05:07.000000,2021-11-25 08:05:07.000000,2436.0,5116.0,7558.0,2021-10-22 15:57:09.000000,21.3.1,113.0,646.0,911.0,,conda-forge/pip,pip,,83910.0,65244.0,https://pypi.org/project/pip,2021-10-22 15:57:09.000000,18666.0,89064294.0,89496250.0,https://anaconda.org/conda-forge/pip,2021-10-22 18:02:50.098000,27645229.0,1.0,,,,,,,,,,,,,,,
11,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,35,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000000,2021-11-24 18:02:04.000000,2021-11-24 17:27:32.000000,1796.0,3475.0,6471.0,2021-10-15 08:56:42.000000,4.1.2,69.0,150.0,227.0,,conda-forge/robotframework,robotframework,13109.0,6015.0,4607.0,https://pypi.org/project/robotframework,2021-10-15 08:57:24.000000,1408.0,812336.0,813816.0,https://anaconda.org/conda-forge/robotframework,2021-10-15 13:26:14.612000,67828.0,1.0,,514.0,,,,,,,,,,,,,
12,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,35,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000000,2021-11-22 16:47:04.000000,2021-10-11 16:52:26.000000,385.0,1137.0,2496.0,2021-10-07 07:28:06.000000,4.0.0a9,124.0,251.0,136.0,['pytest'],conda-forge/tox,tox,2052.0,87361.0,50961.0,https://pypi.org/project/tox,2021-09-16 09:44:58.000000,36400.0,3612043.0,3619690.0,https://anaconda.org/conda-forge/tox,2021-11-04 10:19:57.583000,382398.0,1.0,,,,,,,,,,,,,,,
13,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,35,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000000,2021-11-22 18:07:05.000000,2021-11-22 18:05:01.000000,788.0,1344.0,1484.0,2021-11-19 01:14:24.000000,59.2.0,452.0,469.0,527.0,,conda-forge/setuptools,setuptools,,183804.0,125874.0,https://pypi.org/project/setuptools,2021-11-19 01:14:16.000000,57930.0,187134496.0,187595862.0,https://anaconda.org/conda-forge/setuptools,2021-11-19 20:07:45.624000,29527421.0,1.0,,113.0,,,,,1.0,,,,,,,,
14,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,34,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000000,2021-11-25 08:52:13.000000,2021-11-25 01:21:36.000000,1519.0,1394.0,23713.0,2021-11-18 03:57:34.000000,21.11b1,36.0,284.0,353.0,,conda-forge/black,black,,103153.0,96925.0,https://pypi.org/project/black,2021-11-18 03:58:02.000000,6228.0,9702584.0,9763073.0,https://anaconda.org/conda-forge/black,2021-11-19 19:57:15.971000,2516498.0,1.0,,18336.0,,,,,,,,,,,,,
15,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,34,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000000,2021-11-24 15:21:31.977000,2021-11-24 04:08:28.000000,1685.0,2957.0,22480.0,2021-11-23 15:27:39.000000,2021.11.23,303.0,396.0,583.0,,conda-forge/pipenv,pipenv,,25370.0,23096.0,https://pypi.org/project/pipenv,2021-11-23 15:27:39.000000,2274.0,4086018.0,4087820.0,https://anaconda.org/conda-forge/pipenv,2021-11-24 15:21:31.977000,45055.0,1.0,,,,,,,,,,,,,,,
16,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000000,2021-11-03 13:22:29.000000,2021-10-30 04:18:06.000000,253.0,340.0,3947.0,2021-10-24 07:01:21.000000,1.6.0,68.0,51.0,92.0,,conda-forge/autopep8,autopep8,2730.0,107240.0,97056.0,https://pypi.org/project/autopep8,2021-10-24 06:47:35.000000,10184.0,2476331.0,2485104.0,https://anaconda.org/conda-forge/autopep8,2021-10-26 17:07:50.178000,570250.0,1.0,,,,,,,,,,,,,,,
17,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,34,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000000,2021-11-22 20:53:38.000000,2021-10-10 09:31:18.000000,155.0,199.0,1145.0,2021-10-04 01:48:57.000000,3.0.0,43.0,72.0,106.0,['pytest'],conda-forge/pytest-cov,pytest-cov,860.0,148923.0,105529.0,https://pypi.org/project/pytest-cov,2021-10-04 01:48:57.000000,43394.0,10837283.0,10897708.0,https://anaconda.org/conda-forge/pytest-cov,2021-10-04 14:17:04.977000,4108953.0,1.0,,,,,,,,,,,,,,,
18,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,33,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000000,2021-11-24 16:02:12.000000,2021-11-20 10:53:06.000000,1007.0,570.0,31115.0,2021-11-16 15:15:03.000000,10.14.0,140.0,135.0,35.0,,conda-forge/rich,rich,2449.0,8736.0,8736.0,https://pypi.org/project/rich,2021-11-24 15:21:55.000000,0.0,2643036.0,2674183.0,https://anaconda.org/conda-forge/rich,2021-11-17 01:07:33.057000,498353.0,1.0,,,,,,,,,,,,,,,
19,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,33,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000000,2021-11-25 10:31:57.000000,2021-11-23 07:00:58.000000,1421.0,2197.0,17201.0,2021-10-04 18:05:17.000000,1.1.11,141.0,316.0,1337.0,,conda-forge/poetry,poetry,1984.0,64.0,,https://pypi.org/project/poetry,2021-10-04 18:05:17.000000,64.0,4166150.0,4388985.0,https://anaconda.org/conda-forge/poetry,2021-11-16 18:20:49.130000,338070.0,2.0,,9391585.0,,,,,,,,,,,,,
20,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,33,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000000,2021-11-25 08:58:38.000000,2021-11-22 21:14:43.000000,475.0,1118.0,5509.0,2021-11-22 21:15:04.000000,hypothesis-python-6.27.1,895.0,254.0,64.0,,conda-forge/hypothesis,hypothesis,11112.0,13136.0,10520.0,https://pypi.org/project/hypothesis,2021-11-22 21:14:47.000000,2616.0,2250401.0,2328855.0,https://anaconda.org/conda-forge/hypothesis,2021-11-23 01:36:09.837000,5021076.0,1.0,,,,,,,,,,,,,,,
21,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,33,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000000,2021-11-22 18:30:46.000000,2021-11-12 05:03:34.000000,471.0,659.0,5326.0,2021-10-12 16:00:05.000000,6.4.0,97.0,163.0,131.0,,conda-forge/pip-tools,pip-tools,1670.0,3252.0,,https://pypi.org/project/pip-tools,2021-10-12 16:00:05.000000,3252.0,3607039.0,3608094.0,https://anaconda.org/conda-forge/pip-tools,2021-10-12 21:23:33.029000,20048.0,2.0,,,,,,,,,,,,,,,
22,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,33,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000000,2021-11-25 12:45:06.000000,2021-11-22 18:51:33.000000,1100.0,6393.0,4400.0,2021-11-22 18:47:32.000000,4.11.0,100.0,374.0,1847.0,,conda-forge/conda,conda,15789.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000000,2104.0,70430.0,439764.0,https://anaconda.org/conda-forge/conda,2021-11-23 11:16:29.692000,23268081.0,2.0,,,,,,,1.0,,,,,,,,
23,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,33,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000000,2021-11-25 13:55:25.000000,2021-11-25 06:14:19.000000,428.0,997.0,4331.0,2021-11-09 05:43:22.000000,5.10.1,132.0,252.0,31.0,,conda-forge/isort,isort,,229318.0,205100.0,https://pypi.org/project/isort,2021-11-09 05:42:44.000000,24218.0,16758216.0,16798887.0,https://anaconda.org/conda-forge/isort,2021-11-09 08:52:00.919000,2602996.0,2.0,,,,,,,,,,,,,,,
24,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000000,2021-11-24 09:54:11.000000,2021-10-19 23:03:00.000000,1612.0,536.0,3886.0,2018-10-05 13:20:49.000000,0.4.2,23.0,108.0,190.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,1347.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000000,23474.0,1941871.0,1972945.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-09-17 07:30:33.268000,1957685.0,1.0,,,,,,,,,,,,,,,
25,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,33,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000000,2021-11-23 01:02:05.000000,2021-11-23 01:02:04.000000,177.0,1291.0,1656.0,2021-10-11 12:42:47.000000,4.0.1,81.0,159.0,39.0,,conda-forge/flake8,flake8,,279764.0,208474.0,https://pypi.org/project/flake8,2021-10-11 12:42:47.000000,71290.0,13939268.0,13990893.0,https://anaconda.org/conda-forge/flake8,2021-11-02 21:24:52.298000,3355669.0,1.0,,,,,,,,,,,,,,,
26,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,33,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000000,2021-11-21 13:51:51.000000,2021-11-21 13:51:51.000000,158.0,358.0,1088.0,2021-10-06 20:39:49.000000,2.4.0,31.0,79.0,83.0,,conda-forge/pyflakes,pyflakes,517.0,133703.0,107205.0,https://pypi.org/project/pyflakes,2021-10-06 20:39:49.000000,26498.0,14127116.0,14178953.0,https://anaconda.org/conda-forge/pyflakes,2021-10-07 19:30:05.408000,3369441.0,1.0,,,,,,,,,,,,,,,
27,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,Technical documentation that just works.,documentation,32,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000000,2021-11-24 15:31:05.000000,2021-11-24 09:41:38.000000,1876.0,1181.0,8055.0,2021-11-21 19:24:04.000000,8.0.0b2,223.0,135.0,12.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,3738.0,11302.0,9800.0,https://pypi.org/project/mkdocs-material,2021-11-21 19:24:42.000000,1502.0,729787.0,732224.0,https://anaconda.org/conda-forge/mkdocs-material,2021-10-30 19:27:02.909000,73121.0,2.0,,,,,,,,,,,,,,,
28,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,32,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000000,2021-11-23 16:24:36.000000,2021-11-23 01:17:34.000000,497.0,1254.0,6890.0,2021-09-03 00:45:09.000000,2.15.0,163.0,127.0,25.0,,conda-forge/pre-commit,pre-commit,2108.0,2136.0,,https://pypi.org/project/pre-commit,2021-09-03 00:33:45.000000,2136.0,3913680.0,3945514.0,https://anaconda.org/conda-forge/pre-commit,2021-11-04 17:44:26.308000,848966.0,1.0,,19595.0,,,,,,,,,,,,,
29,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000000,2021-11-22 18:19:22.000000,2021-11-01 21:39:26.000000,912.0,1116.0,4011.0,2021-11-01 08:01:30.000000,20.10.0,173.0,220.0,65.0,,conda-forge/virtualenv,virtualenv,,34422.0,,https://pypi.org/project/virtualenv,2021-11-01 08:01:30.000000,34422.0,23029433.0,23052952.0,https://anaconda.org/conda-forge/virtualenv,2021-11-02 07:32:46.596000,1317070.0,2.0,,,,,,,,,,,,,,,
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 09:08:12.000000,2021-11-23 09:27:31.000000,2021-11-13 01:35:32.000000,380.0,371.0,3722.0,2021-11-12 12:25:41.000000,1.7.1,32.0,137.0,187.0,,conda-forge/bandit,bandit,1181.0,11559.0,9205.0,https://pypi.org/project/bandit,2021-11-12 12:25:41.000000,2354.0,2104619.0,2107873.0,https://anaconda.org/conda-forge/bandit,2021-11-13 09:57:40.313000,97535.0,1.0,,121.0,,,,,,,,,,,,,
31,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,32,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000000,2021-11-09 09:27:42.000000,2021-10-16 04:43:50.000000,294.0,362.0,3449.0,2021-07-09 21:42:28.000000,1.6.0,52.0,56.0,334.0,,conda-forge/invoke,invoke,3523.0,14113.0,9511.0,https://pypi.org/project/invoke,2021-07-09 21:42:28.000000,4602.0,2085588.0,2092615.0,https://anaconda.org/conda-forge/invoke,2021-07-10 12:55:00.642000,470845.0,1.0,,,,,,,,,,,,,,,
32,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,32,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000000,2021-10-25 05:23:45.000000,2016-03-04 01:16:26.000000,363.0,462.0,1341.0,2015-06-02 09:12:36.000000,1.3.7,14.0,95.0,447.0,,conda-forge/nose,nose,1004.0,203714.0,117240.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000000,86474.0,4457950.0,4487725.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277000,1965207.0,2.0,,,,,,,,,,,,,,,
33,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,32,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000000,2021-07-27 23:18:51.000000,2021-07-27 23:18:45.000000,162.0,46.0,1124.0,2021-07-27 23:09:33.000000,2.0.2,20.0,46.0,23.0,,conda-forge/python-json-logger,python-json-logger,196.0,19401.0,18483.0,https://pypi.org/project/python-json-logger,2021-07-27 23:09:33.000000,918.0,4449740.0,4468140.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855000,1012039.0,1.0,,,,,,,,,,,,,,,
34,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,32,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000000,2021-11-24 13:33:48.000000,2021-11-17 13:37:34.000000,247.0,398.0,1092.0,2021-11-17 13:10:28.000000,1.5.0,136.0,109.0,198.0,,conda-forge/sentry-sdk,sentry-sdk,1315.0,16750.0,15764.0,https://pypi.org/project/sentry-sdk,2021-11-17 13:10:25.000000,986.0,10945670.0,10948994.0,https://anaconda.org/conda-forge/sentry-sdk,2021-11-17 15:09:50.069000,115329.0,1.0,,4482.0,,,,,,,,,,,,,
35,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,31,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000000,2021-11-22 10:55:52.000000,2021-11-22 10:55:47.000000,1261.0,1212.0,19519.0,2021-11-20 09:32:45.000000,3.2.4,62.0,151.0,204.0,,conda-forge/glances,glances,4185.0,402.0,352.0,https://pypi.org/project/glances,2021-11-22 10:55:51.000000,50.0,190566.0,192746.0,https://anaconda.org/conda-forge/glances,2021-11-20 23:54:35.274000,147644.0,1.0,,706.0,,,,,,,,,,,,,
36,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,31,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000000,2021-11-02 13:32:36.476000,2021-09-09 07:14:10.000000,456.0,402.0,10347.0,2020-09-20 07:56:32.000000,0.5.3,17.0,30.0,83.0,,conda-forge/loguru,loguru,562.0,12365.0,12023.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000000,342.0,2091005.0,2100411.0,https://anaconda.org/conda-forge/loguru,2021-11-02 13:32:36.476000,310408.0,2.0,,,,,,,,,,,,,,,
37,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,31,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000000,2021-11-16 09:51:57.000000,2021-09-14 17:41:07.000000,781.0,197.0,5829.0,2021-07-07 17:05:04.000000,0.9.53,50.0,51.0,342.0,,conda-forge/pyautogui,pyautogui,402.0,12001.0,11393.0,https://pypi.org/project/pyautogui,2021-07-07 17:05:04.000000,608.0,505828.0,508714.0,https://anaconda.org/conda-forge/pyautogui,2021-11-11 10:15:02.687000,138569.0,2.0,,,,,,,,,,,,,,,
38,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,31,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000000,2021-11-19 17:38:16.000000,2021-11-19 17:38:16.000000,1557.0,749.0,4722.0,2021-10-16 08:31:36.000000,3.4.0,114.0,802.0,628.0,,conda-forge/buildbot,buildbot,22380.0,1151.0,259.0,https://pypi.org/project/buildbot,2021-10-16 08:31:36.000000,892.0,55362.0,57457.0,https://anaconda.org/conda-forge/buildbot,2021-10-16 13:45:45.804000,45996.0,2.0,,18037.0,,,,,,,,,,,,,
39,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,31,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000000,2021-11-23 14:13:20.000000,2021-11-23 14:13:20.000000,614.0,552.0,4449.0,2021-10-11 00:56:25.000000,2.8.0,13.0,129.0,113.0,,conda-forge/pycodestyle,pycodestyle,,195343.0,174113.0,https://pypi.org/project/pycodestyle,2021-10-11 00:56:25.000000,21230.0,19876228.0,19930478.0,https://anaconda.org/conda-forge/pycodestyle,2021-10-11 20:03:59.620000,3526262.0,1.0,,,,,,,,,,,,,,,
40,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,31,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000000,2021-11-25 13:56:32.000000,2021-11-25 13:06:29.000000,762.0,3041.0,3689.0,2021-09-16 20:55:08.000000,2.11.1,119.0,427.0,726.0,,conda-forge/pylint,pylint,,37734.0,,https://pypi.org/project/pylint,2021-09-16 20:55:08.000000,37734.0,9213256.0,9252015.0,https://anaconda.org/conda-forge/pylint,2021-09-17 15:38:30.268000,2441873.0,1.0,,,,,,,,,,,,,,,
41,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,31,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000000,2021-11-22 22:50:40.000000,2021-08-25 15:42:15.000000,215.0,168.0,3064.0,2021-01-20 07:45:20.000000,1.1.0,56.0,97.0,90.0,,conda-forge/freezegun,freezegun,541.0,8352.0,,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000000,8352.0,3588645.0,3592882.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014000,288145.0,2.0,,,,,,,,,,,,,,,
42,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,31,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000000,2021-09-09 11:02:01.000000,2021-09-09 11:02:01.000000,133.0,111.0,1494.0,2021-06-02 11:43:46.000000,0.13.9,41.0,49.0,57.0,,conda-forge/ipdb,ipdb,352.0,45946.0,29048.0,https://pypi.org/project/ipdb,2021-06-02 11:43:46.000000,16898.0,1722342.0,1725741.0,https://anaconda.org/conda-forge/ipdb,2021-06-24 04:21:01.798000,217568.0,1.0,,,,,,,,,,,,,,,
43,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,31,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000000,2021-11-19 00:37:39.705000,2019-10-16 17:48:40.000000,157.0,125.0,1411.0,2019-01-16 20:35:25.000000,1.4.3,41.0,76.0,56.0,,conda-forge/logbook,logbook,1194.0,4858.0,2794.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000000,2064.0,1086489.0,1088167.0,https://anaconda.org/conda-forge/logbook,2021-11-19 00:37:39.705000,53625.0,2.0,,274.0,,,,,1.0,,,,,,,,
44,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,31,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000000,2021-11-22 17:32:33.372000,2021-11-22 15:12:48.000000,147.0,160.0,1233.0,2021-11-22 15:09:58.000000,0.22.0,24.0,67.0,72.0,,conda-forge/rope,rope,2238.0,35766.0,32834.0,https://pypi.org/project/rope,2021-11-22 15:09:58.000000,2932.0,539543.0,550465.0,https://anaconda.org/conda-forge/rope,2021-11-22 17:32:33.372000,600763.0,1.0,,,,,,,,,,,,,,,
45,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,31,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376000,2021-11-11 14:45:38.000000,2021-03-04 09:33:31.000000,82.0,59.0,1030.0,2021-02-22 07:34:12.000000,0.8.9,25.0,67.0,47.0,,conda-forge/tabulate,tabulate,502.0,64477.0,56375.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000000,8102.0,31452984.0,31478130.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132000,1659677.0,2.0,,,,,,,,,,,,,,,
46,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,31,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000000,2021-10-27 20:54:21.000000,2021-10-15 23:55:22.000000,89.0,100.0,820.0,2021-10-15 23:29:49.000000,0.16.0,21.0,26.0,78.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,181.0,19663.0,17635.0,https://pypi.org/project/pytest-asyncio,2021-10-15 23:29:49.000000,2028.0,7344798.0,7357658.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-10-18 14:13:21.673000,694467.0,2.0,,,,,,,,,,,,,,,
47,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,31,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000000,2021-11-22 20:53:15.000000,2021-11-02 10:28:36.000000,155.0,251.0,796.0,2021-09-21 12:25:02.000000,2.4.0,57.0,76.0,204.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,934.0,7342.0,,https://pypi.org/project/pytest-xdist,2021-09-21 12:25:02.000000,7342.0,4946397.0,4978711.0,https://anaconda.org/conda-forge/pytest-xdist,2021-09-21 18:12:10.477000,2068140.0,2.0,,,,,,,,,,,,,,,
48,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,31,True,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000000,2021-11-03 09:17:41.000000,2021-09-24 20:53:41.000000,176.0,53.0,630.0,2018-10-03 01:39:17.000000,0.7.12,24.0,28.0,85.0,['sphinx'],conda-forge/alabaster,alabaster,351.0,69473.0,54575.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000000,14898.0,3689212.0,3739696.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017000,3231013.0,2.0,,,,,,,,,,,,,,,
49,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,31,True,TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000000,2021-11-11 21:00:03.000000,2021-11-11 20:58:33.000000,185.0,143.0,465.0,2021-11-11 21:00:03.000000,3.3.1,42.0,63.0,5.0,['pytest'],,coveralls,444.0,36598.0,19590.0,https://pypi.org/project/coveralls,2021-11-11 21:00:03.000000,17008.0,527059.0,527059.0,,,,2.0,,,,,,,,,,,,,,,
50,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,31,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000000,2021-09-15 20:32:18.000000,2021-09-15 20:32:18.000000,76.0,94.0,458.0,2021-03-30 20:43:51.000000,0.8.2,25.0,43.0,8.0,,conda-forge/parso,parso,1094.0,172437.0,161073.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000000,11364.0,17868605.0,17989050.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064000,5660925.0,1.0,,,,,,,,,,,,,,,
51,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,31,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000000,2021-11-25 14:37:24.000000,2021-11-18 00:38:55.000000,175.0,164.0,349.0,2021-11-18 00:41:06.000000,21.3,39.0,72.0,66.0,,conda-forge/packaging,packaging,,306480.0,277280.0,https://pypi.org/project/packaging,2021-11-18 00:39:10.000000,29200.0,83618728.0,83787525.0,https://anaconda.org/conda-forge/packaging,2021-11-18 12:50:05.153000,10971434.0,1.0,,175.0,,,,,,,,,,,,,
52,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,30,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000000,2021-11-05 18:47:19.000000,2021-11-05 18:47:19.000000,6179.0,97.0,18876.0,2020-07-01 21:59:00.000000,1.1.0,13.0,68.0,58.0,['sphinx'],conda-forge/numpydoc,numpydoc,,36275.0,28927.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000000,7348.0,245465.0,260619.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384000,878986.0,2.0,,,,,,,,,,,,,,,
53,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,30,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000000,2021-11-08 10:33:00.000000,2021-11-08 10:32:15.000000,823.0,385.0,12180.0,2020-04-23 19:07:36.000000,0.30.0,67.0,132.0,333.0,,conda-forge/yapf,yapf,,29582.0,26176.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000000,3406.0,1650971.0,1664766.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357000,896708.0,3.0,,,,,,,,,,,,,,,
54,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,30,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000000,2021-11-19 04:01:25.000000,2021-10-23 09:17:21.000000,250.0,91.0,3803.0,2021-10-23 09:23:42.000000,0.4.11,39.0,51.0,94.0,,conda-forge/pipreqs,pipreqs,311.0,8199.0,7671.0,https://pypi.org/project/pipreqs,2021-10-23 09:15:35.000000,528.0,174142.0,174508.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131000,22707.0,3.0,,,,,,,,,,,,,,,
55,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000000,2021-10-26 21:47:41.376000,2021-10-19 08:01:13.000000,331.0,351.0,2697.0,2018-05-05 15:05:40.000000,2.11.1,36.0,117.0,157.0,,conda-forge/factory_boy,factory_boy,892.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000000,4256.0,1965717.0,1967113.0,https://anaconda.org/conda-forge/factory_boy,2021-10-26 21:47:41.376000,86586.0,2.0,,,,,,,,,,,,,,,
56,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,30,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000000,2021-11-24 07:48:42.000000,2021-11-23 07:19:21.000000,312.0,902.0,1694.0,2021-06-21 19:33:18.000000,0.15.3,52.0,156.0,92.0,,,wemake-python-styleguide,1929.0,832.0,818.0,https://pypi.org/project/wemake-python-styleguide,2021-06-21 16:28:55.000000,14.0,134146.0,134146.0,,,,2.0,,,,,,,,,,,,,,,
57,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,30,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000000,2021-11-24 15:22:02.000000,2021-11-23 16:25:21.000000,247.0,349.0,1188.0,2021-11-10 11:57:53.000000,3.6.0,45.0,104.0,38.0,,conda-forge/twine,twine,,67138.0,49634.0,https://pypi.org/project/twine,2021-11-10 11:40:36.000000,17504.0,2568314.0,2574174.0,https://anaconda.org/conda-forge/twine,2021-11-10 13:42:00.615000,369189.0,2.0,,,,,,,,,,,,,,,
58,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000000,2021-11-23 15:22:39.000000,2021-10-10 13:58:44.000000,152.0,197.0,830.0,2021-05-17 20:37:45.000000,6.1.1,17.0,74.0,79.0,,conda-forge/pydocstyle,pydocstyle,714.0,24577.0,20657.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000000,3920.0,1951409.0,1958735.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379000,468887.0,2.0,,56.0,,,,,,,,,,,,,
59,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,30,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580000,2021-10-08 03:15:32.000000,2021-10-07 22:22:38.000000,101.0,296.0,279.0,2021-08-09 20:48:33.000000,0.37.0,65.0,62.0,30.0,,conda-forge/wheel,wheel,,62544.0,,https://pypi.org/project/wheel,2021-08-09 20:48:33.000000,62544.0,96222502.0,96586655.0,https://anaconda.org/conda-forge/wheel,2021-08-13 19:04:03.566000,23305807.0,2.0,,,,,,,,,,,,,,,
60,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,30,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000000,2021-11-12 00:01:38.000000,2021-11-12 00:01:26.000000,50.0,80.0,193.0,2021-11-12 00:00:24.000000,1.5.0,30.0,23.0,4.0,,,typed_ast,186.0,10362.0,,https://pypi.org/project/typed_ast,2021-11-12 00:00:24.000000,10362.0,12724368.0,12724368.0,,,,1.0,,,,,,,,,,,,,,,
61,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,29,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000000,2021-09-14 17:19:37.000000,2021-09-11 09:46:36.000000,915.0,94.0,14788.0,2021-09-11 09:50:56.000000,1.0.0,55.0,26.0,18.0,,conda-forge/pysnooper,pysnooper,300.0,567.0,521.0,https://pypi.org/project/pysnooper,2021-09-11 09:50:56.000000,46.0,89713.0,91129.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747000,42504.0,1.0,,,,,,,,,,,,,,,
62,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,29,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000000,2021-11-22 22:07:51.000000,2021-11-22 22:07:42.000000,144.0,231.0,1545.0,2021-09-17 10:01:35.000000,1.5.1,100.0,78.0,52.0,,conda-forge/prospector,prospector,1113.0,1138.0,,https://pypi.org/project/prospector,2021-09-17 10:01:35.000000,1138.0,529117.0,529547.0,https://anaconda.org/conda-forge/prospector,2021-11-05 14:49:56.765000,27098.0,1.0,,,,,,,,,,,,,,,
63,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,29,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000000,2021-11-22 20:52:50.000000,2021-11-01 22:02:16.000000,98.0,93.0,1217.0,2021-05-18 11:53:27.000000,3.6.1,52.0,54.0,12.0,['pytest'],conda-forge/pytest-mock,pytest-mock,,27219.0,21039.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000000,6180.0,5060173.0,5080605.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653000,1307651.0,2.0,,,,,,,,,,,,,,,
64,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,29,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000000,2021-10-15 12:20:53.000000,2021-10-15 12:20:35.000000,100.0,187.0,732.0,2021-10-15 12:20:50.000000,3.55.0,98.0,40.0,6.0,,conda-forge/progressbar2,progressbar2,892.0,15609.0,13413.0,https://pypi.org/project/progressbar2,2021-10-15 12:20:50.000000,2196.0,2383061.0,2389090.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844000,365923.0,2.0,,1629.0,,,,,,,,,,,,,
65,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,29,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000000,2021-11-24 01:48:07.000000,2021-11-22 17:02:53.000000,54.0,61.0,639.0,2021-09-29 14:41:52.000000,21.9.2,36.0,43.0,45.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,180.0,6812.0,5772.0,https://pypi.org/project/flake8-bugbear,2021-09-29 14:41:52.000000,1040.0,1245774.0,1265348.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-09-29 17:18:12.400000,528512.0,2.0,,,,,,,,,,,,,,,
66,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,29,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000000,2021-11-21 08:15:16.000000,2021-11-20 10:45:21.000000,145.0,354.0,561.0,2021-09-14 23:59:31.000000,4.31.0,60.0,98.0,121.0,,conda-forge/breathe,breathe,1565.0,7421.0,5413.0,https://pypi.org/project/breathe,2021-09-14 23:57:53.000000,2008.0,177270.0,181228.0,https://anaconda.org/conda-forge/breathe,2021-09-15 02:02:02.185000,240201.0,2.0,,148.0,,,,,,,,,,,,,
67,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,29,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000000,2021-11-02 19:08:46.000000,2021-01-23 03:26:17.000000,177.0,180.0,454.0,2020-12-13 15:24:58.000000,3.1.1,44.0,43.0,91.0,['pytest'],conda-forge/pytest-html,pytest-html,376.0,14592.0,13608.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000000,984.0,1595831.0,1599318.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698000,188350.0,2.0,,,,,,,,,,,,,,,
68,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,29,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000000,2021-10-07 10:15:47.000000,2021-10-07 08:43:54.000000,66.0,,221.0,2021-04-21 10:37:50.000000,4.1.0,37.0,182.0,,['flake8'],,hacking,1053.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000000,8690.0,570041.0,570041.0,,,,2.0,,,,,,,,,,,,,,,
69,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,28,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000000,2021-11-22 20:02:33.000000,2021-11-20 01:03:47.000000,283.0,164.0,7632.0,2021-11-13 01:54:19.000000,0.3.11,34.0,29.0,71.0,,,py-spy,430.0,50.0,,https://pypi.org/project/py-spy,2021-11-13 01:54:19.000000,50.0,549693.0,549945.0,,,,2.0,,7082.0,,,,,,py-spy,,,,,,,
70,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,28,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000000,2021-11-25 07:53:51.000000,2021-11-25 07:47:54.000000,344.0,853.0,6037.0,2021-09-27 16:10:00.000000,0.6.17,165.0,104.0,216.0,,conda-forge/nuitka,nuitka,8155.0,54.0,,https://pypi.org/project/nuitka,2021-11-15 15:28:46.000000,54.0,26538.0,31344.0,https://anaconda.org/conda-forge/nuitka,2021-11-15 23:06:14.617000,322019.0,1.0,,,,,,,,,,,,,,,
71,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,28,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000000,2021-11-24 16:49:16.000000,2021-11-24 16:49:09.000000,280.0,296.0,3420.0,2021-11-05 21:30:41.000000,5.1.0,32.0,109.0,4.0,,,mimesis,2083.0,84.0,,https://pypi.org/project/mimesis,2021-11-05 21:30:41.000000,84.0,84009.0,84011.0,,,,2.0,,184.0,,,,,,,,,,,,,
72,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,28,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000000,2021-11-25 04:56:30.000000,2021-11-01 21:52:52.000000,188.0,147.0,2248.0,2021-11-01 21:53:28.000000,2021.2.2,72.0,80.0,139.0,,conda-forge/pudb,pudb,,4087.0,2661.0,https://pypi.org/project/pudb,2021-11-01 21:53:28.000000,1426.0,161069.0,162809.0,https://anaconda.org/conda-forge/pudb,2021-08-21 21:47:40.449000,111400.0,2.0,,,,,,,,,,,,,,,
73,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,28,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000000,2021-11-17 23:51:53.000000,2021-11-17 23:51:53.000000,403.0,118.0,1335.0,,,8.0,80.0,55.0,,conda-forge/pyelftools,pyelftools,579.0,3602.0,2718.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000000,884.0,771897.0,773050.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901000,78441.0,2.0,,,,,,,,,,,,,,,
74,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,28,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579000,2021-11-24 17:35:49.000000,2021-11-24 17:35:49.000000,254.0,2658.0,1283.0,2021-08-05 19:31:22.000000,4.2.0,14.0,138.0,655.0,,conda-forge/scons,scons,7624.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000000,50.0,194541.0,198923.0,https://anaconda.org/conda-forge/scons,2021-11-17 22:33:26.201000,244810.0,2.0,,382.0,,,,,,,,,,,,,
75,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000000,2021-10-12 16:51:48.000000,2021-08-08 13:24:47.000000,97.0,136.0,1261.0,2021-06-08 16:35:34.000000,5.0.1,53.0,49.0,20.0,,conda-forge/radon,radon,521.0,3201.0,2103.0,https://pypi.org/project/radon,2021-08-08 13:25:20.000000,1098.0,434842.0,435576.0,https://anaconda.org/conda-forge/radon,2021-09-07 09:02:03.415000,36004.0,2.0,,,,,,,,,,,,,,,
76,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,28,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000000,2021-11-02 13:56:48.000000,2021-04-28 19:57:23.000000,98.0,72.0,1152.0,2021-01-15 19:34:46.000000,1.10.3,38.0,35.0,46.0,,conda-forge/safety,safety,372.0,3617.0,3073.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000000,544.0,715421.0,721231.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958000,25084.0,2.0,,99492.0,,,,,,,,,,,,,
77,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,28,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000000,2021-11-24 13:15:11.000000,2021-11-19 15:45:38.000000,139.0,196.0,1126.0,2020-09-04 06:38:01.000000,0.33.1,43.0,60.0,64.0,,conda-forge/doit,doit,1391.0,1290.0,824.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000000,466.0,251931.0,253403.0,https://anaconda.org/conda-forge/doit,2021-11-19 15:16:09.445000,69229.0,2.0,,,,,,,,,,,,,,,
78,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,28,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000000,2021-11-10 14:55:51.000000,2021-11-10 14:55:51.000000,51.0,38.0,753.0,2021-10-05 13:05:13.000000,1.3.3,18.0,27.0,16.0,,conda-forge/yappi,yappi,653.0,1134.0,494.0,https://pypi.org/project/yappi,2021-10-05 13:05:13.000000,640.0,938106.0,939876.0,https://anaconda.org/conda-forge/yappi,2021-11-07 16:26:03.838000,93837.0,2.0,,,,,,,,,,,,,,,
79,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,28,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000000,2021-11-09 08:26:36.253000,2021-11-08 16:54:56.000000,76.0,69.0,718.0,2021-11-08 16:58:17.000000,6.6.0,63.0,30.0,1.0,,conda-forge/colorlog,colorlog,,15996.0,12330.0,https://pypi.org/project/colorlog,2021-11-08 16:56:43.000000,3666.0,5084275.0,5090937.0,https://anaconda.org/conda-forge/colorlog,2021-11-09 08:26:36.253000,446389.0,2.0,,,,,,,,,,,,,,,
80,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,28,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000000,2021-10-27 00:10:12.000000,2021-10-27 00:10:12.000000,84.0,75.0,614.0,2019-12-10 01:50:33.000000,0.8.1,14.0,31.0,34.0,,conda-forge/astor,astor,262.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000000,3756.0,4674547.0,4699916.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971000,1395326.0,2.0,,,,,,,,,,,,,,,
81,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,28,True,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000000,2021-10-02 23:08:01.000000,2021-10-02 23:08:01.000000,206.0,81.0,576.0,2021-09-12 03:26:49.000000,0.8.0,57.0,38.0,56.0,['sphinx'],,sphinx-bootstrap-theme,396.0,976.0,,https://pypi.org/project/sphinx-bootstrap-theme,2021-09-12 03:26:49.000000,976.0,63131.0,63131.0,,,,2.0,,,,,,,,,,,,,,,
82,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,28,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000000,2021-11-18 10:22:08.000000,2021-11-11 17:21:48.000000,101.0,150.0,486.0,2021-04-09 06:40:49.000000,2.4.3,49.0,60.0,34.0,['pylint'],conda-forge/pylint-django,pylint-django,549.0,17818.0,15572.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000000,2246.0,667663.0,669060.0,https://anaconda.org/conda-forge/pylint-django,2021-09-27 16:49:16.482000,87537.0,2.0,,203.0,,,,,,,,,,,,,
83,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,28,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000000,2021-04-02 23:49:37.000000,2021-04-02 23:49:37.000000,42.0,34.0,440.0,2017-01-26 22:13:14.000000,0.6.1,11.0,21.0,6.0,,conda-forge/mccabe,mccabe,142.0,259837.0,228827.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000000,31010.0,18680129.0,18735831.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536000,3620694.0,2.0,,,,,,,,,,,,,,,
84,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,28,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000000,2021-10-26 05:16:28.000000,2021-10-04 22:40:52.000000,100.0,38.0,399.0,2021-10-04 22:43:34.000000,1.4.4,28.0,36.0,15.0,,conda-forge/ddt,ddt,222.0,6326.0,3842.0,https://pypi.org/project/ddt,2021-10-04 22:43:34.000000,2484.0,283882.0,285048.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932000,65318.0,2.0,,,,,,,,,,,,,,,
85,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,28,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000000,2021-11-15 08:20:52.503000,2021-11-13 21:38:20.000000,24.0,25.0,117.0,2021-11-13 21:39:31.000000,0.5.3,20.0,10.0,1.0,,conda-forge/gast,gast,92.0,74273.0,70885.0,https://pypi.org/project/gast,2021-11-13 21:39:31.000000,3388.0,10056338.0,10088051.0,https://anaconda.org/conda-forge/gast,2021-11-15 08:20:52.503000,1331974.0,2.0,,,,,,,,,,,,,,,
86,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,27,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000000,2021-11-25 11:45:20.000000,2021-11-17 21:54:41.000000,1736.0,4017.0,8606.0,2021-11-10 11:31:07.000000,4.7,33.0,415.0,327.0,,conda-forge/pyinstaller,pyinstaller,8019.0,0.0,,https://pypi.org/project/pyinstaller,2021-11-10 11:29:41.000000,0.0,658447.0,670131.0,https://anaconda.org/conda-forge/pyinstaller,2021-11-13 17:34:17.088000,276940.0,2.0,,720990.0,,,,,,,,,,,,,
87,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,27,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000000,2021-11-05 18:08:14.000000,2021-06-11 17:11:55.000000,1356.0,2371.0,3273.0,2017-05-30 10:07:57.000000,0.11.1,730.0,482.0,835.0,,,coala-bears,4487.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000000,208.0,5386.0,5387.0,,,,2.0,,147.0,,,,,,,,,,,,,
88,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000000,2021-11-06 12:19:30.000000,2021-11-06 12:19:30.000000,321.0,102.0,3189.0,2018-08-16 03:16:49.000000,0.54.0,52.0,90.0,105.0,,,memory_profiler,644.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,426480.0,426480.0,,,,2.0,,,,,,,,,,,,,,,
89,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,27,True,hynek/structlog,https://github.com/hynek/structlog,Apache-2.0,2013-08-13 15:55:58.000000,2021-11-25 14:24:41.000000,2021-11-25 14:19:14.000000,148.0,174.0,1811.0,2021-11-20 15:08:09.000000,21.3.0,25.0,81.0,25.0,,conda-forge/structlog,structlog,,1206.0,,https://pypi.org/project/structlog,2021-11-20 14:49:16.000000,1206.0,2524102.0,2526428.0,https://anaconda.org/conda-forge/structlog,2021-10-13 12:54:53.102000,148900.0,3.0,,,,,,,,,,,,,,,
90,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 23:32:13.000000,2021-11-04 23:56:58.000000,2018-03-15 16:54:31.000000,593.0,129.0,1636.0,2016-11-25 22:13:29.000000,4.0.515,36.0,343.0,232.0,,,diamond,3219.0,130.0,68.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000000,62.0,53552.0,53552.0,,,,2.0,,,,,,,,,,,,,,,
91,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,27,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000000,2021-11-23 16:25:44.897000,2021-11-23 11:15:03.000000,86.0,187.0,1548.0,2021-11-23 11:11:36.000000,3.5.1,43.0,48.0,92.0,,conda-forge/flit,flit,1012.0,226.0,,https://pypi.org/project/flit,2021-11-23 11:11:36.000000,226.0,384533.0,386250.0,https://anaconda.org/conda-forge/flit,2021-11-23 16:25:44.897000,97910.0,3.0,,,,,,,,,,,,,,,
92,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,27,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000000,2021-11-08 14:01:49.000000,2021-11-08 13:47:19.000000,239.0,412.0,1344.0,2021-10-14 07:45:09.000000,0.13.3,650.0,36.0,89.0,,,pybuilder,1378.0,110.0,,https://pypi.org/project/pybuilder,2021-11-08 14:01:49.000000,110.0,19245.0,19245.0,,,,3.0,,,,,,,,,,,,,,,
93,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,27,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000000,2021-11-25 04:03:03.000000,2021-11-25 03:59:38.000000,153.0,598.0,1247.0,2021-11-17 03:58:17.000000,7.0.3,229.0,17.0,16.0,,,pyarmor,3299.0,323.0,313.0,https://pypi.org/project/pyarmor,2021-11-17 03:58:17.000000,10.0,71733.0,71733.0,,,,2.0,,18.0,,,,,,,,,,,,,
94,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,27,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000000,2021-11-22 20:53:12.000000,2021-11-14 17:17:30.000000,154.0,136.0,912.0,2021-10-25 16:25:47.000000,5.0.0,91.0,44.0,126.0,['pytest'],conda-forge/pytest-bdd,pytest-bdd,684.0,268.0,,https://pypi.org/project/pytest-bdd,2021-10-25 16:25:47.000000,268.0,239520.0,240881.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114000,40835.0,2.0,,,,,,,,,,,,,,,
95,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,27,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000000,2021-10-16 20:16:40.000000,2021-09-28 22:57:23.000000,46.0,116.0,831.0,2021-07-09 22:22:20.000000,0.10.3,26.0,40.0,64.0,,conda-forge/pdbpp,pdbpp,697.0,3435.0,2407.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000000,1028.0,182164.0,183454.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419000,65799.0,2.0,,,,,,,,,,,,,,,
96,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,27,False,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000000,2020-10-24 19:01:48.000000,2020-10-24 18:04:51.000000,54.0,68.0,751.0,2020-07-06 18:40:33.000000,0.9.4,25.0,36.0,35.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,344.0,13168.0,8588.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000000,4580.0,571308.0,573627.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029000,118314.0,2.0,,,,,,,,,,,,,,,
97,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 15:33:15.000000,2021-11-15 15:05:28.000000,2021-10-12 11:29:16.000000,134.0,200.0,699.0,2021-01-27 21:57:28.000000,0.10.0,26.0,71.0,55.0,,conda-forge/nose2,nose2,1004.0,6180.0,4242.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000000,1938.0,397708.0,398670.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004000,40441.0,2.0,,,,,,,,,,,,,,,
98,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,27,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000000,2021-11-25 14:08:01.000000,2021-10-15 06:22:03.000000,173.0,207.0,524.0,2021-03-08 07:25:44.000000,2.13.4,105.0,89.0,139.0,,,zc.buildout,1629.0,1974.0,,https://pypi.org/project/zc.buildout,2021-10-15 06:18:57.000000,1974.0,114430.0,114430.0,,,,3.0,,,,,,,,,,,,,,,
99,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,27,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000000,2021-09-01 03:13:36.000000,2020-12-27 17:36:40.000000,49.0,33.0,453.0,2019-08-04 15:14:24.000000,1.3.1,36.0,17.0,33.0,,conda-forge/autoflake,autoflake,439.0,3891.0,3311.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000000,580.0,599037.0,606044.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374000,217229.0,2.0,,,,,,,,,,,,,,,
100,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 18:57:12.000000,2021-06-11 10:22:42.000000,2021-06-11 10:22:09.000000,36.0,49.0,436.0,2021-06-11 10:22:42.000000,15.0.1,63.0,16.0,25.0,,,coloredlogs,273.0,11643.0,9547.0,https://pypi.org/project/coloredlogs,2021-06-11 10:22:42.000000,2096.0,2083314.0,2083314.0,,,,3.0,,,,,,,,,,,,,,,
101,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,27,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000000,2021-11-23 16:44:16.000000,2021-10-18 03:34:23.000000,32.0,92.0,367.0,2021-10-18 03:40:35.000000,1.8.1,48.0,22.0,47.0,,conda-forge/darglint,darglint,504.0,1233.0,1213.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000000,20.0,246850.0,247857.0,https://anaconda.org/conda-forge/darglint,2021-11-05 17:11:34.449000,26188.0,2.0,,,,,,,,,,,,,,,
102,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,27,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000000,2021-07-27 09:28:31.000000,2019-12-22 18:11:19.000000,40.0,21.0,172.0,2019-12-22 18:12:11.000000,1.6.3,11.0,10.0,18.0,,conda-forge/astunparse,astunparse,86.0,32389.0,32207.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000000,182.0,5042363.0,5052304.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426000,526891.0,3.0,,,,,,,,,,,,,,,
103,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,27,True,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000000,2021-10-19 22:36:39.426000,2021-10-19 07:06:59.000000,34.0,40.0,133.0,2021-10-19 07:07:05.000000,3.3.1,39.0,30.0,3.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,104.0,5286.0,3882.0,https://pypi.org/project/flake8-quotes,2021-10-19 07:07:05.000000,1404.0,642084.0,651432.0,https://anaconda.org/conda-forge/flake8-quotes,2021-10-19 22:36:39.426000,579602.0,2.0,,,,,,,,,,,,,,,
104,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,27,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000000,2021-10-15 12:09:32.000000,2021-10-15 12:09:32.000000,40.0,40.0,112.0,2021-10-14 11:43:49.000000,4.1.1,33.0,29.0,13.0,['flake8'],conda-forge/flake8-isort,flake8-isort,272.0,5060.0,4132.0,https://pypi.org/project/flake8-isort,2021-10-14 11:43:49.000000,928.0,522891.0,523458.0,https://anaconda.org/conda-forge/flake8-isort,2021-10-14 14:17:41.684000,14188.0,2.0,,,,,,,,,,,,,,,
105,pyenv,https://github.com/pyenv/pyenv,,Simple Python version management.,virtual-envs,26,True,pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000000,2021-11-23 19:05:37.000000,2021-11-23 17:22:59.000000,2234.0,1331.0,25327.0,2021-11-22 19:37:08.000000,2.2.2,52.0,347.0,30.0,,,pyenv,2771.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000000,1.0,6773.0,6773.0,,,,2.0,,,,,,,,,,,,,,,
106,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,26,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000000,2021-11-19 18:08:30.000000,2021-11-19 18:08:25.000000,4568.0,4450.0,21735.0,2021-10-01 07:03:02.000000,1.5.10,73.0,110.0,51.0,,,sqlmap,9877.0,8.0,,https://pypi.org/project/sqlmap,2021-11-01 20:50:33.000000,8.0,5858.0,5858.0,,,,3.0,,,,,,,,,,,,,,,
107,gdbgui,https://github.com/cs01/gdbgui,,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",debugging,26,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000000,2021-11-20 23:30:56.000000,2021-09-06 05:46:27.000000,481.0,164.0,8301.0,2021-09-06 05:59:07.000000,0.15.0.1,93.0,38.0,113.0,,,gdbgui,427.0,123.0,121.0,https://pypi.org/project/gdbgui,2021-09-06 05:54:12.000000,2.0,157437.0,157810.0,,,,3.0,,5971.0,,,,,,,,,,,,,
108,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,26,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000000,2021-11-23 07:02:26.000000,2021-11-22 21:18:45.000000,467.0,487.0,5470.0,2021-11-20 23:12:43.000000,1.17.0,65.0,21.0,25.0,,,playwright,,552.0,552.0,https://pypi.org/project/playwright,2021-11-20 23:12:43.000000,0.0,145404.0,145404.0,,,,3.0,,,,,,,,,,,,,,,
109,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,26,True,plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000000,2021-11-24 21:08:45.000000,2021-11-24 21:08:42.000000,163.0,114.0,4740.0,2021-10-21 20:35:42.000000,1.3.16,115.0,23.0,36.0,,,scalene,2041.0,73.0,73.0,https://pypi.org/project/scalene,2021-10-21 20:35:42.000000,0.0,4998.0,4998.0,,,,2.0,,,,,,,,,,,,,,,
110,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,26,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000000,2021-11-15 12:40:54.294000,2021-11-14 19:17:40.000000,150.0,79.0,3603.0,2021-11-14 19:24:48.000000,4.1.1,36.0,36.0,13.0,,conda-forge/pyinstrument,pyinstrument,,560.0,424.0,https://pypi.org/project/pyinstrument,2021-11-14 19:24:48.000000,136.0,252216.0,253659.0,https://anaconda.org/conda-forge/pyinstrument,2021-11-15 12:40:54.294000,89495.0,2.0,,,,,,,,,,,,,,,
111,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,26,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151000,2021-11-19 17:44:33.000000,2021-09-27 19:50:57.000000,250.0,20.0,3527.0,2021-09-24 04:49:37.000000,3.3.1,8.0,27.0,29.0,,conda-forge/line_profiler,line_profiler,,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000000,692.0,127987.0,131285.0,https://anaconda.org/conda-forge/line_profiler,2021-11-13 04:18:41.049000,217728.0,2.0,,,,,,,,,,,,,,,
112,detect-secrets,https://github.com/Yelp/detect-secrets,,An enterprise friendly way of detecting and preventing secrets in code.,security,26,True,Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000000,2021-11-15 18:55:16.000000,2021-11-15 18:55:16.000000,244.0,152.0,2053.0,2021-04-14 21:25:44.000000,1.1.0,34.0,53.0,83.0,,,detect-secrets,1100.0,34.0,,https://pypi.org/project/detect-secrets,2021-04-14 21:25:44.000000,34.0,213083.0,213083.0,,,,3.0,,,,,,,,,,,,,,,
113,notifiers,https://github.com/liiight/notifiers,,The easy way to send notifications.,logging,26,True,liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000000,2021-11-22 17:18:17.000000,2021-09-22 08:42:01.000000,77.0,54.0,2021.0,2021-08-23 20:42:56.000000,1.3.0,26.0,16.0,38.0,,,notifiers,426.0,196.0,190.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000000,6.0,275599.0,275599.0,,,,3.0,,,,,,,,,,,,,,,
114,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,26,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000000,2021-11-25 02:09:04.000000,2021-11-25 01:51:33.000000,212.0,616.0,1994.0,2021-11-25 02:09:04.000000,2.1.56,145.0,101.0,140.0,,,pex,,230.0,,https://pypi.org/project/pex,2021-11-25 02:09:04.000000,230.0,164666.0,174057.0,,,,2.0,,488368.0,,,,,,,,,,,,,
115,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,26,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647000,2021-10-27 20:37:28.000000,2021-10-27 20:37:28.000000,91.0,135.0,1950.0,2021-01-16 17:51:40.000000,2.3,42.0,29.0,14.0,,conda-forge/vulture,vulture,682.0,1630.0,1270.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000000,360.0,175100.0,175896.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062000,50154.0,2.0,,,,,,,,,,,,,,,
116,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,26,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000000,2021-10-23 22:36:46.000000,2021-10-23 22:00:52.000000,68.0,48.0,835.0,2016-03-31 11:48:42.000000,0.4.3,15.0,29.0,35.0,,conda-forge/pympler,pympler,468.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000000,478.0,692551.0,695651.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935000,173634.0,2.0,,,,,,,,,,,,,,,
117,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 10:55:33.000000,2021-06-14 13:01:06.000000,2021-06-14 13:01:06.000000,86.0,78.0,824.0,2021-04-17 19:47:26.000000,3.4.1,41.0,34.0,76.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,986.0,3072.0,2342.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000000,730.0,441257.0,456874.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860000,1061985.0,3.0,,,,,,,,,,,,,,,
118,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,26,True,klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000000,2021-11-24 22:04:20.000000,2021-11-24 22:04:18.000000,79.0,53.0,820.0,2019-04-10 18:20:47.000000,7.7.1,99.0,41.0,72.0,,,pylama,689.0,3810.0,2806.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000000,1004.0,86255.0,86255.0,,,,2.0,,,,,,,2.0,,,,,,,,
119,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,26,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000000,2021-11-22 23:00:15.000000,2021-11-22 22:58:44.000000,67.0,141.0,765.0,2021-11-22 23:00:15.000000,2.13.2,44.0,18.0,33.0,,conda-forge/typeguard,typeguard,261.0,158.0,,https://pypi.org/project/typeguard,2021-11-22 23:00:15.000000,158.0,9710137.0,9712011.0,https://anaconda.org/conda-forge/typeguard,2021-10-11 07:35:51.312000,63717.0,3.0,,,,,,,,,,,,,,,
120,pdoc3,https://github.com/pdoc3/pdoc,,Auto-generate API documentation for Python projects.,documentation,26,True,pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000000,2021-11-08 07:00:59.000000,2021-09-24 14:45:57.000000,119.0,183.0,749.0,2021-08-03 14:51:19.000000,0.10.0,34.0,56.0,87.0,,,pdoc3,569.0,1239.0,1149.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000000,90.0,219141.0,219141.0,,,,2.0,,,,,,,,,,,,,,,
121,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,26,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000000,2021-11-22 18:19:16.000000,2021-10-12 06:04:37.000000,148.0,286.0,521.0,2021-09-11 19:20:03.000000,6.3.2,47.0,92.0,81.0,,conda-forge/setuptools_scm,setuptools_scm,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000000,694.0,15538811.0,15550855.0,https://anaconda.org/conda-forge/setuptools_scm,2021-09-11 22:03:30.037000,819021.0,3.0,,,,,,,,,,,,,,,
122,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 20:41:41.000000,2021-11-17 10:31:34.000000,2021-10-08 05:38:23.000000,71.0,70.0,372.0,2020-10-12 20:37:53.000000,1.11.1,28.0,30.0,56.0,['sphinx'],conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,178.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000000,1380.0,335770.0,340880.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666000,245309.0,2.0,,,,,,,,,,,,,,,
123,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 18:32:52.000000,2021-10-20 14:00:58.000000,2021-10-20 14:00:57.000000,53.0,69.0,344.0,2021-08-08 02:45:08.000000,0.12.1,23.0,31.0,12.0,,conda-forge/pep8-naming,pep8-naming,,11303.0,8275.0,https://pypi.org/project/pep8-naming,2021-08-08 02:45:08.000000,3028.0,1219791.0,1222779.0,https://anaconda.org/conda-forge/pep8-naming,2021-08-08 04:41:02.577000,206214.0,2.0,,,,,,,,,,,,,,,
124,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,26,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000000,2021-11-22 07:09:19.000000,2021-09-10 23:10:55.000000,24.0,23.0,324.0,2021-09-10 23:05:20.000000,1.5.0,14.0,11.0,8.0,,,interrogate,172.0,1082.0,1082.0,https://pypi.org/project/interrogate,2021-09-10 23:05:20.000000,0.0,86039.0,86039.0,,,,2.0,,,,,,,,,,,,,,,
125,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,26,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000000,2021-10-29 16:01:57.000000,2021-10-05 18:21:10.000000,16.0,271.0,160.0,2021-09-27 15:32:37.000000,0.26.1,42.0,26.0,103.0,,,py2app,695.0,5467.0,3825.0,https://pypi.org/project/py2app,2021-09-27 15:32:37.000000,1642.0,12466.0,12466.0,,,,2.0,,,,,,,,,,,,,,,
126,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,25,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000000,2021-11-25 02:48:08.000000,2021-11-25 02:43:33.000000,389.0,2101.0,7393.0,2021-11-25 02:48:09.000000,1.1.190,271.0,65.0,16.0,,,,,159.0,155.0,,,,,166023.0,,,,3.0,,,,,,,,,pyright,https://www.npmjs.com/package/pyright,2021-11-25 02:44:30.476000,4.0,166023.0,,
127,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,25,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000000,2021-11-25 00:12:29.000000,2021-11-25 00:12:27.000000,366.0,204.0,5681.0,2021-10-29 20:10:20.000000,0.9.8,66.0,179.0,78.0,,,pyre-check,,46.0,,https://pypi.org/project/pyre-check,2021-10-29 20:10:20.000000,46.0,29788.0,29788.0,,,,3.0,,,,,,,,,,,,,,,
128,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,25,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000000,2021-11-24 22:55:09.000000,2021-11-24 22:29:36.000000,221.0,359.0,3519.0,2021-11-24 22:40:22.000000,2021.11.24,118.0,70.0,96.0,,conda-forge/pytype,pytype,,88.0,,https://pypi.org/project/pytype,2021-11-24 22:40:22.000000,88.0,148871.0,152380.0,https://anaconda.org/conda-forge/pytype,2021-11-18 19:24:48.868000,63166.0,3.0,,,,,,,-3.0,,,,,,,,
129,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,25,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000000,2021-11-23 16:53:30.000000,2021-11-23 16:53:30.000000,85.0,238.0,1281.0,2021-11-16 01:14:15.000000,2.29.1,121.0,21.0,10.0,,conda-forge/pyupgrade,pyupgrade,798.0,10.0,,https://pypi.org/project/pyupgrade,2021-11-16 01:14:15.000000,10.0,121330.0,129514.0,https://anaconda.org/conda-forge/pyupgrade,2021-11-16 02:58:30.868000,278261.0,2.0,,,,,,,,,,,,,,,
130,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,25,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000000,2021-07-24 08:50:12.000000,2021-07-16 01:00:57.000000,75.0,165.0,716.0,2021-07-16 01:03:10.000000,3.3.0,141.0,37.0,6.0,,conda-forge/green,green,1048.0,974.0,616.0,https://pypi.org/project/green,2021-07-16 01:03:10.000000,358.0,17781.0,19574.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157000,89651.0,3.0,,,,,,,,,,,,,,,
131,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,25,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000000,2021-11-08 20:30:28.394000,2021-08-15 10:06:12.000000,130.0,301.0,619.0,2020-05-16 12:35:26.000000,0.4.2,16.0,55.0,113.0,,conda-forge/asv,asv,1894.0,292.0,204.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000000,88.0,29918.0,39314.0,https://anaconda.org/conda-forge/asv,2021-11-08 20:30:28.394000,544984.0,3.0,,,,,,,,,,,,,,,
132,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 02:08:20.000000,2021-08-21 18:28:52.305000,2019-06-15 20:36:43.000000,48.0,41.0,605.0,2018-05-20 19:52:16.000000,4.2.0,17.0,16.0,39.0,['pytest'],conda-forge/pytest-watch,pytest-watch,183.0,3894.0,3112.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000000,782.0,252582.0,253720.0,https://anaconda.org/conda-forge/pytest-watch,2021-08-21 18:28:52.305000,52368.0,3.0,,,,,,,,,,,,,,,
133,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,25,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000000,2021-11-22 23:28:25.000000,2021-11-22 23:28:20.000000,87.0,49.0,584.0,2020-03-02 14:42:32.000000,2.0.2,22.0,36.0,16.0,,conda-forge/pyhamcrest,pyhamcrest,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000000,3392.0,916083.0,921876.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195000,382401.0,3.0,,,,,,,,,,,,,,,
134,wasabi,https://github.com/ines/wasabi,,A lightweight console printing and formatting toolkit.,logging,25,True,ines/wasabi,https://github.com/ines/wasabi,MIT,2018-11-17 14:40:55.000000,2021-08-06 12:46:34.000000,2021-01-31 03:56:30.000000,18.0,3.0,309.0,2021-01-31 04:00:51.000000,0.8.2,34.0,4.0,3.0,,conda-forge/wasabi,wasabi,203.0,15058.0,14644.0,https://pypi.org/project/wasabi,2021-01-31 04:00:51.000000,414.0,3169530.0,3184732.0,https://anaconda.org/conda-forge/wasabi,2021-02-01 05:11:04.383000,501668.0,3.0,,,,,,,-1.0,,,,,,,,
135,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000000,2021-10-16 09:35:31.000000,2021-10-16 09:35:29.000000,31.0,72.0,244.0,,,41.0,20.0,16.0,,conda-forge/check-manifest,check-manifest,527.0,8712.0,6908.0,https://pypi.org/project/check-manifest,2021-09-22 09:08:46.000000,1804.0,190582.0,191596.0,https://anaconda.org/conda-forge/check-manifest,2021-09-22 11:40:52.389000,35518.0,3.0,,,,,,,,,,,,,,,
136,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,25,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000000,2021-06-16 15:01:08.000000,2021-06-16 15:01:08.000000,32.0,38.0,192.0,2021-03-21 15:51:09.000000,0.8.1,17.0,15.0,9.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,222.0,1635.0,1369.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000000,266.0,450600.0,451433.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057000,17510.0,3.0,,,,,,,,,,,,,,,
137,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,25,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000000,2021-09-25 04:16:51.000000,2021-09-25 04:16:29.000000,32.0,46.0,125.0,2021-06-22 12:00:47.000000,0.9.25,25.0,19.0,6.0,,conda-forge/asteval,asteval,417.0,915.0,677.0,https://pypi.org/project/asteval,2021-06-22 12:00:47.000000,238.0,142400.0,144850.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922000,149475.0,3.0,,,,,,,,,,,,,,,
138,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,24,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000000,2021-11-18 12:52:50.000000,2021-11-18 12:52:49.000000,283.0,199.0,1973.0,2021-06-20 21:23:39.000000,6.4.0,5.0,106.0,116.0,['pytest'],,pytest-testinfra,679.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-06-20 21:23:39.000000,0.0,110760.0,110760.0,,,,3.0,,,,,,,,,,,,,,,
139,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,24,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000000,2021-07-18 13:18:20.000000,2020-11-16 01:36:32.000000,594.0,117.0,1739.0,2020-11-16 03:43:07.000000,1.0.2,41.0,13.0,171.0,,,uiautomator,316.0,321.0,199.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000000,122.0,29694.0,29694.0,,,,3.0,,,,,,,,,,,,,,,
140,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,24,True,dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000000,2021-01-11 21:31:40.000000,2021-01-11 21:31:39.000000,104.0,161.0,1728.0,2020-04-28 06:31:17.000000,.0.8.3,30.0,37.0,108.0,,,dephell,2145.0,327.0,319.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000000,8.0,10086.0,10091.0,,,,3.0,,164.0,,,,,,,,,,,,,
141,briefcase,https://github.com/beeware/briefcase,,Tools to support converting a Python project into a standalone native application.,packaging,24,True,beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000000,2021-11-21 23:26:57.000000,2021-11-17 23:01:54.000000,205.0,256.0,1257.0,2021-03-06 05:36:18.000000,0.3.5,35.0,87.0,99.0,,,briefcase,1220.0,24.0,,https://pypi.org/project/briefcase,2021-03-06 05:37:12.000000,24.0,3313.0,3313.0,,,,2.0,,,,,,,,,,,,,,,
142,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,24,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000000,2021-11-24 21:27:56.000000,2021-11-24 21:27:56.000000,119.0,186.0,1083.0,2021-10-29 15:14:31.000000,8.0.1,72.0,32.0,7.0,,,pdoc,,739.0,451.0,https://pypi.org/project/pdoc,2021-10-29 15:14:31.000000,288.0,95108.0,95108.0,,,,3.0,,,,,,,,,,,,,,,
143,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,24,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000000,2021-11-19 16:50:14.000000,2021-11-19 16:50:14.000000,100.0,203.0,660.0,2021-10-01 13:11:23.000000,2021.10.1,21.0,63.0,36.0,['pytest'],conda-forge/nox,nox,,56.0,,https://pypi.org/project/nox,2021-10-01 13:11:23.000000,56.0,639798.0,640942.0,https://anaconda.org/conda-forge/nox,2021-10-02 18:40:08.510000,42346.0,3.0,,,,,,,,,,,,,,,
144,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000000,2021-10-21 18:03:56.000000,2020-11-16 12:31:58.000000,64.0,52.0,477.0,2020-11-16 12:36:24.000000,0.11.2,21.0,22.0,45.0,,,mamba,468.0,602.0,382.0,https://pypi.org/project/mamba,2020-11-16 12:35:41.000000,220.0,22356.0,22356.0,,,,3.0,,,,,,,,,,,,,,,
145,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,24,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000000,2021-06-21 14:55:20.000000,2021-06-21 14:55:20.000000,78.0,93.0,444.0,2017-12-31 01:13:41.000000,1.3.4,28.0,45.0,37.0,,conda-forge/paver,paver,534.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000000,1908.0,35609.0,36000.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122000,23475.0,3.0,,,,,,,,,,,,,,,
146,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,24,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000000,2021-11-16 21:28:10.000000,2021-11-16 21:13:22.000000,42.0,86.0,321.0,2021-11-16 21:26:10.000000,0.11.0.1,12.0,14.0,5.0,,,py2exe,1005.0,1683.0,1337.0,https://pypi.org/project/py2exe,2021-11-16 21:28:10.000000,346.0,24213.0,24420.0,,,,2.0,,6649.0,,,,,,,,,,,,,
147,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,24,False,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000000,2021-03-12 04:22:24.000000,2020-08-04 12:21:12.000000,61.0,85.0,249.0,2019-03-04 08:39:11.000000,0.18.1,34.0,40.0,13.0,['flake8'],conda-forge/flake8-import-order,flake8-import-order,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000000,1892.0,354362.0,357719.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199000,201472.0,3.0,,,,,,,,,,,,,,,
148,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,24,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000000,2021-08-19 05:41:14.000000,2020-12-27 18:10:35.000000,32.0,22.0,238.0,2019-11-10 16:23:03.000000,1.3.1,48.0,15.0,27.0,,,docformatter,441.0,869.0,759.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000000,110.0,88971.0,88971.0,,,,3.0,,,,,,,,,,,,,,,
149,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,24,True,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000000,2021-09-24 20:54:13.000000,2021-09-24 20:54:11.000000,36.0,43.0,160.0,2020-01-11 00:29:49.000000,1.6.3,32.0,10.0,33.0,['sphinx'],,releases,522.0,1097.0,391.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000000,706.0,9558.0,9558.0,,,,3.0,,,,,,,,,,,,,,,
150,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,24,True,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000000,2021-10-13 19:25:52.000000,2021-10-13 19:25:45.000000,23.0,26.0,128.0,2021-10-13 19:25:39.000000,2.1.0,20.0,12.0,5.0,['flake8'],,flake8-commas,176.0,550.0,,https://pypi.org/project/flake8-commas,2021-10-13 19:25:39.000000,550.0,240864.0,240864.0,,,,3.0,,,,,,,,,,,,,,,
151,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,23,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000000,2021-10-15 06:13:20.000000,2021-09-18 13:43:42.000000,306.0,216.0,7821.0,2021-06-07 14:44:29.000000,1.0.67,52.0,30.0,52.0,,,bpytop,399.0,0.0,,https://pypi.org/project/bpytop,2021-06-07 14:44:29.000000,0.0,8950.0,8950.0,,,,3.0,,,,,,,,,,,,,,,
152,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,23,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000000,2021-11-25 13:01:24.000000,2021-08-31 15:45:26.000000,111.0,56.0,5550.0,2021-06-22 20:52:25.000000,2.1.1,15.0,16.0,26.0,,,icecream,213.0,6.0,,https://pypi.org/project/icecream,2021-06-22 20:47:50.000000,6.0,115206.0,115206.0,,,,3.0,,,,,,,,,,,,,,,
153,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,23,True,pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000000,2021-11-24 14:00:01.000000,2021-11-24 14:00:00.000000,188.0,339.0,4301.0,2021-09-26 09:07:51.000000,0.16.5,46.0,65.0,93.0,,,pipx,,4.0,,https://pypi.org/project/pipx,2021-08-05 07:45:12.000000,4.0,100648.0,100648.0,,,,3.0,,,,,,,,,,,,,,,
154,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,23,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000000,2021-10-19 01:43:50.000000,2021-10-19 01:43:50.000000,195.0,41.0,4069.0,2021-01-29 16:48:55.000000,0.3.3,16.0,15.0,29.0,,,better-exceptions,99.0,74.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000000,74.0,25781.0,25781.0,,,,3.0,,,,,,,,,,,,,,,
155,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872000,2021-11-17 17:47:34.225000,2021-01-04 03:14:37.000000,350.0,38.0,3747.0,2021-11-17 15:34:55.000000,3.18.1,172.0,16.0,20.0,,conda-forge/rebound,rebound,166.0,36.0,22.0,https://pypi.org/project/rebound,2021-11-17 15:34:55.000000,14.0,1822.0,4793.0,https://anaconda.org/conda-forge/rebound,2021-11-17 17:47:34.225000,160252.0,3.0,,175.0,,,,,,,,,,,,,
156,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 13:05:10.000000,2021-11-25 13:09:14.108000,2021-11-25 11:35:44.000000,126.0,458.0,2434.0,2021-11-22 09:01:26.000000,2021.11.19,82.0,62.0,193.0,,conda-forge/mamba,,1557.0,,,,,,,49579.0,https://anaconda.org/conda-forge/mamba,2021-11-25 13:09:14.108000,1586556.0,3.0,,,,,,,2.0,,,,,,,,
157,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 10:58:47.000000,2021-03-18 20:44:50.000000,2021-01-01 18:48:26.000000,33.0,15.0,1149.0,2020-10-31 13:10:42.000000,0.2.5,14.0,6.0,11.0,,,stackprinter,159.0,86.0,82.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000000,4.0,416943.0,416943.0,,,,3.0,,,,,,,-1.0,,,,,,,,
158,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,23,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000000,2021-11-23 17:31:58.299000,2021-11-23 04:20:45.000000,170.0,639.0,823.0,2021-11-23 04:21:55.000000,6.8.3,34.0,93.0,65.0,,conda-forge/cx_freeze,cx_freeze,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000000,153.0,54250.0,57213.0,https://anaconda.org/conda-forge/cx_freeze,2021-11-23 17:31:58.299000,100747.0,3.0,,,,,,,,,,,,,,,
159,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000000,2020-12-13 18:51:56.000000,2019-08-11 17:42:44.000000,66.0,46.0,618.0,2019-03-17 19:03:54.000000,0.9.2,15.0,34.0,80.0,,,redbaron,1669.0,506.0,334.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000000,172.0,33619.0,33619.0,,,,2.0,,,,,,,,,,,,,,,
160,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,23,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000000,2021-11-22 12:51:12.000000,2021-11-10 20:51:55.000000,89.0,48.0,602.0,2021-11-03 13:04:54.000000,2.4.0,18.0,38.0,23.0,,conda-forge/prettytable,prettytable,365.0,0.0,,https://pypi.org/project/prettytable,2021-11-03 13:04:54.000000,0.0,3924040.0,3929138.0,https://anaconda.org/conda-forge/prettytable,2021-11-03 16:22:13.588000,331397.0,3.0,,,,,,,,,,,,,,,
161,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,23,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000000,2021-10-22 07:06:32.000000,2021-10-22 07:00:49.000000,29.0,88.0,503.0,2021-10-22 07:01:51.000000,1.2.2,39.0,16.0,28.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,287.0,98.0,,https://pypi.org/project/pytest-testmon,2021-10-22 07:01:51.000000,98.0,95271.0,96001.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063000,32883.0,3.0,,,,,,,,,,,,,,,
162,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,23,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000000,2021-11-25 01:32:28.000000,2021-11-20 07:44:55.000000,62.0,91.0,407.0,2021-10-12 20:17:02.000000,3.0.0,36.0,30.0,5.0,,,mypy-protobuf,,24.0,,https://pypi.org/project/mypy-protobuf,2021-10-12 20:17:02.000000,24.0,1102363.0,1102363.0,,,,3.0,,,,,,,,,,,,,,,
163,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,23,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000000,2021-11-25 10:55:28.000000,2021-11-25 10:55:27.000000,22.0,41.0,378.0,2021-11-10 23:04:22.000000,3.10.2,27.0,16.0,5.0,,,pytest-randomly,,214.0,,https://pypi.org/project/pytest-randomly,2021-11-10 23:04:22.000000,214.0,379962.0,379962.0,,,,3.0,,,,,,,,,,,,,,,
164,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,23,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000000,2021-06-24 02:56:51.000000,2021-03-14 13:43:08.000000,51.0,44.0,362.0,2021-03-14 13:46:47.000000,2021.3.14,15.0,17.0,13.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000000,4682.0,209045.0,210462.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297000,77938.0,3.0,,,,,,,,,,,,,,,
165,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,23,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000000,2021-11-25 10:55:24.000000,2021-11-25 10:55:23.000000,15.0,33.0,313.0,2021-10-11 13:39:20.000000,3.7.0,30.0,12.0,7.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-10-11 13:39:20.000000,714.0,568195.0,575852.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-10-12 17:53:54.156000,459453.0,3.0,,,,,,,,,,,,,,,
166,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,23,False,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000000,2021-10-05 07:57:09.000000,2020-02-10 02:47:14.000000,51.0,29.0,265.0,2019-02-25 23:55:38.000000,0.8,19.0,31.0,47.0,,,baron,1489.0,295.0,183.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000000,112.0,33878.0,33878.0,,,,2.0,,,,,,,,,,,,,,,
167,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,23,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000000,2021-11-11 08:07:30.000000,2021-11-11 08:07:28.000000,7.0,27.0,206.0,2021-10-19 12:43:12.000000,1.2.0,12.0,13.0,1.0,['flake8'],,flake8-eradicate,328.0,72.0,,https://pypi.org/project/flake8-eradicate,2021-10-19 12:43:12.000000,72.0,240662.0,240662.0,,,,3.0,,,,,,,,,,,,,,,
168,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,23,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000000,2021-11-22 17:50:50.000000,2021-11-22 17:50:49.000000,8.0,14.0,101.0,2021-07-16 22:59:22.000000,0.2.3,11.0,5.0,7.0,['flake8'],conda-forge/flake8-black,flake8-black,99.0,1551.0,1515.0,https://pypi.org/project/flake8-black,2021-07-16 22:59:22.000000,36.0,231311.0,237226.0,https://anaconda.org/conda-forge/flake8-black,2021-07-17 00:37:54.092000,171551.0,3.0,,,,,,,,,,,,,,,
169,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,22,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000000,2021-02-20 07:50:28.000000,2021-02-20 07:47:40.000000,167.0,56.0,3789.0,2018-06-24 14:16:36.000000,0.37.6,24.0,17.0,25.0,,,vprof,619.0,103.0,85.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000000,18.0,3566.0,3566.0,,,,3.0,,,,,,,,,,,,,,,
170,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,22,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000000,2021-10-03 07:01:51.000000,2021-09-15 00:20:06.000000,127.0,112.0,3572.0,2021-05-21 22:24:36.000000,21.5.0,21.0,37.0,37.0,,conda-forge/monkeytype,monkeytype,,190.0,156.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000000,34.0,34997.0,35802.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937000,37073.0,3.0,,,,,,,,,,,,,,,
171,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",logging,22,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000000,2021-11-06 05:27:06.000000,2021-11-06 05:27:01.000000,117.0,66.0,2864.0,2021-10-19 01:28:57.000000,2.1.0,21.0,1.0,25.0,,conda-forge/alive-progress,alive-progress,,483.0,483.0,https://pypi.org/project/alive-progress,2021-10-19 01:28:57.000000,0.0,25350.0,25875.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990000,11026.0,3.0,,,,,,,,,,,,,,,
172,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,False,python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000000,2020-12-25 03:47:37.000000,2020-03-08 21:43:06.000000,224.0,76.0,2057.0,2018-11-01 16:02:57.000000,0.42,15.0,22.0,21.0,,,python-taint,1576.0,77.0,55.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000000,22.0,2522.0,2523.0,,,,3.0,,68.0,,,,,,,,,,,,,
173,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,22,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000000,2021-03-29 17:53:40.000000,2019-12-20 19:59:49.000000,143.0,28.0,758.0,2018-07-25 01:42:48.000000,0.6.0,11.0,36.0,29.0,,,pycco,222.0,463.0,239.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000000,224.0,1952.0,1952.0,,,,3.0,,,,,,,,,,,,,,,
174,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,22,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000000,2021-11-24 20:06:45.000000,2021-11-24 20:06:45.000000,101.0,132.0,730.0,2020-07-03 08:11:24.000000,2.5.1,21.0,28.0,25.0,,,pynsist,548.0,88.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000000,88.0,1822.0,1822.0,,,,3.0,,,,,,,,,,,,,,,
175,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,22,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000000,2021-11-11 16:57:18.000000,2021-11-11 16:24:42.000000,24.0,19.0,656.0,2021-11-11 16:57:18.000000,0.4.1,12.0,21.0,18.0,,,snoop,418.0,8.0,,https://pypi.org/project/snoop,2021-11-11 16:57:18.000000,8.0,26531.0,26531.0,,,,3.0,,,,,,,,,,,,,,,
176,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,22,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000000,2021-10-13 15:22:29.000000,2021-10-13 15:22:29.000000,35.0,50.0,653.0,2021-06-23 20:47:14.000000,3.3.8,45.0,9.0,37.0,,,hunter,959.0,105.0,71.0,https://pypi.org/project/hunter,2021-06-23 20:47:14.000000,34.0,7013.0,7013.0,,,,3.0,,,,,,,,,,,,,,,
177,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,22,True,mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000000,2021-10-31 13:05:20.000000,2021-10-31 13:05:19.000000,58.0,156.0,537.0,2021-10-04 10:44:56.000000,0.16.2,40.0,25.0,51.0,['mkdocs'],conda-forge/mkdocstrings,mkdocstrings,464.0,0.0,,https://pypi.org/project/mkdocstrings,2021-10-04 10:44:56.000000,0.0,89796.0,90580.0,https://anaconda.org/conda-forge/mkdocstrings,2021-10-04 21:04:52.323000,10202.0,3.0,,,,,,,,,,,,,,,
178,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,22,True,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000000,2021-11-17 16:12:56.000000,2021-11-17 16:10:48.000000,15.0,20.0,223.0,2020-02-01 18:04:00.000000,0.6.3,12.0,8.0,15.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,95.0,540.0,478.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000000,62.0,236944.0,242296.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818000,294400.0,3.0,,,,,,,,,,,,,,,
179,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,22,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000000,2021-10-05 01:44:06.000000,2021-10-05 01:31:10.000000,34.0,44.0,217.0,2021-10-05 01:33:27.000000,0.5.10,24.0,11.0,41.0,['mkdocs'],,mkdocs-pdf-export-plugin,72.0,181.0,177.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000000,4.0,14434.0,14434.0,,,,3.0,,,,,,,,,,,,,,,
180,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,22,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000000,2021-09-03 15:36:06.000000,2021-09-03 15:36:04.000000,16.0,25.0,197.0,2021-05-26 07:12:42.000000,0.7.3,20.0,8.0,6.0,,conda-forge/xenon,xenon,108.0,397.0,273.0,https://pypi.org/project/xenon,2021-09-03 15:34:36.000000,124.0,63107.0,63389.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883000,13848.0,3.0,,,,,,,,,,,,,,,
181,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,22,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000000,2021-11-22 17:54:49.000000,2021-11-22 17:52:35.000000,20.0,38.0,191.0,2021-11-22 17:59:06.000000,2.6.1,19.0,3.0,7.0,['mkdocs'],,mkdocs-awesome-pages-plugin,61.0,649.0,559.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2021-11-22 17:53:48.000000,90.0,43537.0,43537.0,,,,3.0,,,,,,,,,,,,,,,
182,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,22,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000000,2021-02-16 17:29:01.000000,2021-02-16 17:29:00.000000,57.0,23.0,186.0,2021-02-16 16:47:31.000000,0.2.23,26.0,44.0,39.0,,,data-science-types,446.0,145.0,145.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000000,0.0,48890.0,48890.0,,,,3.0,,,,,,,,,,,,,,,
183,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) with AST instead of REGEX.,testing,22,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000000,2021-10-07 17:48:21.000000,2021-10-06 11:53:11.000000,7.0,20.0,124.0,2021-10-06 11:58:58.000000,0.15.10,62.0,6.0,17.0,,,xdoctest,,1789.0,1737.0,https://pypi.org/project/xdoctest,2021-10-06 11:58:58.000000,52.0,100226.0,100226.0,,,,3.0,,,,,,,,,,,,,,conda-forge/xdoctest,
184,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,22,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000000,2021-09-21 08:08:53.000000,2021-09-20 15:48:57.000000,17.0,32.0,74.0,2020-05-14 10:45:01.000000,1.5.3,23.0,15.0,2.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,221.0,3459.0,2947.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000000,512.0,408382.0,410557.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836000,130500.0,3.0,,,,,,,,,,,,,,,
185,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632000,2020-10-20 18:00:58.207000,2018-06-28 13:35:12.000000,13.0,,66.0,2018-08-16 03:16:49.000000,0.54.0,52.0,61.0,,,conda-forge/memory_profiler,memory_profiler,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,426480.0,428626.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207000,141654.0,3.0,,,,,,,,,,,,,,,
186,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,21,False,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000000,2020-08-24 01:31:58.000000,2020-08-24 01:31:58.000000,113.0,20.0,2992.0,2017-06-28 06:10:16.000000,0.1.3,3.0,18.0,15.0,,,profiling,433.0,46.0,41.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000000,5.0,2573.0,2573.0,,,,3.0,,,,,,,,,,,,,,,
187,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,21,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000000,2021-06-04 01:31:20.000000,2017-03-13 17:42:17.000000,189.0,15.0,2575.0,,,13.0,20.0,40.0,,,pyrasite,274.0,43.0,37.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000000,6.0,17965.0,17965.0,,,,3.0,,,,,,,,,,,,,,,
188,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,21,False,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000000,2021-08-03 05:52:12.000000,2020-08-26 00:32:16.000000,185.0,125.0,1714.0,2017-11-22 14:27:35.000000,2.7.0,37.0,56.0,88.0,,,sixpack,828.0,13.0,9.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000000,4.0,312.0,312.0,,,,3.0,,,,,,,,,,,,,,,
189,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,21,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000000,2021-09-01 18:41:17.000000,2021-09-01 18:41:12.000000,88.0,34.0,1342.0,2020-09-17 01:55:39.000000,0.9.0,8.0,26.0,46.0,,conda-forge/bowler,bowler,,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000000,10.0,35034.0,35342.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246000,11117.0,3.0,,,,,,,,,,,,,,,
190,heartrate,https://github.com/alexmojaki/heartrate,,Simple real time visualisation of the execution of a Python program.,profiling,21,True,alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000000,2021-11-13 14:58:19.000000,2021-11-13 14:58:04.000000,115.0,3.0,1320.0,2021-11-13 14:58:19.000000,0.2.2,4.0,3.0,4.0,,,heartrate,27.0,26.0,26.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000000,0.0,1279.0,1279.0,,,,3.0,,,,,,,,,,,,,,,
191,shiv,https://github.com/linkedin/shiv,,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",packaging,21,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000000,2021-11-18 17:19:55.000000,2021-11-18 16:53:47.000000,75.0,67.0,1273.0,2021-11-18 17:19:55.000000,1.0.0,57.0,34.0,33.0,,,shiv,,10.0,,https://pypi.org/project/shiv,2021-11-18 17:12:31.000000,10.0,6927.0,6932.0,,,,3.0,,154.0,,,,,,,,,,,,,
192,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,21,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000000,2021-10-12 20:53:52.000000,2021-10-12 20:53:49.000000,54.0,33.0,1249.0,2019-09-16 15:37:03.000000,1.2.0,9.0,17.0,26.0,,,pyannotate,95.0,92.0,66.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000000,26.0,2861.0,2861.0,,,,3.0,,,,,,,,,,,,,,,
193,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,21,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000000,2021-10-14 21:11:19.000000,2021-07-01 09:03:43.000000,45.0,52.0,834.0,2020-09-02 06:33:11.000000,1.19.0,46.0,16.0,28.0,,,wily,703.0,16.0,,https://pypi.org/project/wily,2021-07-01 08:25:50.000000,16.0,9089.0,9089.0,,,,3.0,,,,,,,,,,,,,,,
194,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,21,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000000,2021-09-15 11:45:37.000000,2021-09-15 11:45:37.000000,16.0,15.0,316.0,2021-04-08 20:14:54.000000,1.8.0,22.0,11.0,5.0,,,manhole,485.0,144.0,78.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000000,66.0,36123.0,36123.0,,,,3.0,,,,,,,,,,,,,,,
195,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,21,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000000,2021-11-23 16:53:50.000000,2021-11-23 16:53:50.000000,20.0,34.0,288.0,2021-11-19 00:15:07.000000,1.12.0,21.0,13.0,3.0,,conda-forge/blacken-docs,blacken-docs,208.0,22.0,,https://pypi.org/project/blacken-docs,2021-11-19 00:15:07.000000,22.0,14388.0,15549.0,https://anaconda.org/conda-forge/blacken-docs,2021-11-19 03:21:02.811000,18582.0,3.0,,,,,,,,,,,,,,,
196,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,21,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000000,2021-10-20 17:40:15.000000,2021-06-14 12:23:20.000000,42.0,16.0,250.0,2021-06-14 12:12:56.000000,0.10.3,15.0,11.0,17.0,['pytest'],,pytest-docker,60.0,28.0,,https://pypi.org/project/pytest-docker,2021-06-14 12:09:30.000000,28.0,53479.0,53482.0,,,,3.0,,82.0,,,,,,,,,,,,,
197,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,21,False,ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332000,2020-07-19 15:23:26.710000,2019-10-30 17:50:10.000000,47.0,,248.0,,,13.0,10.0,,,conda-forge/assertpy,assertpy,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000000,124.0,170806.0,171078.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710000,13080.0,3.0,,,,,,,,,,,,,,,
198,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,21,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000000,2021-11-23 16:53:58.000000,2021-11-23 16:53:57.000000,14.0,35.0,201.0,2021-11-20 18:06:22.000000,2.2.1,32.0,9.0,1.0,,,add-trailing-comma,292.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-11-20 18:06:22.000000,14.0,15543.0,15543.0,,,,3.0,,,,,,,,,,,,,,,
199,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,21,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000000,2020-11-22 23:34:25.000000,2019-10-22 13:19:39.000000,17.0,11.0,151.0,2019-10-22 13:04:22.000000,1.3.1,9.0,7.0,5.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,71.0,523.0,445.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000000,78.0,97539.0,99092.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374000,94792.0,3.0,,,,,,,,,,,,,,,
200,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,21,False,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000000,2021-10-11 22:05:26.000000,2020-10-07 04:18:32.000000,29.0,16.0,112.0,2019-12-23 17:05:52.000000,0.5.4,22.0,16.0,18.0,['sphinx'],,sphinx-markdown-builder,99.0,244.0,202.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000000,42.0,25150.0,25150.0,,,,3.0,,,,,,,,,,,,,,,clayrisser/sphinx-markdown-builder
201,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,21,True,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000000,2021-10-14 20:37:00.000000,2021-10-14 20:29:54.000000,19.0,37.0,105.0,2021-07-03 02:09:02.000000,0.9.3,28.0,6.0,26.0,['mkdocs'],,mkdocs-with-pdf,188.0,75.0,75.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000000,,10897.0,10897.0,,,,3.0,,,,,,,,,,,,,,,
202,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000000,2021-08-29 14:44:21.000000,2021-03-21 11:36:52.000000,18.0,3.0,94.0,2019-12-31 16:44:58.000000,0.2.1,10.0,14.0,9.0,,conda-forge/dodgy,dodgy,70.0,1976.0,1452.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000000,524.0,176227.0,176644.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579000,26288.0,3.0,,,,,,,,,,,,,,,
203,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,21,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000000,2021-10-27 13:22:05.000000,2021-10-27 13:11:03.000000,6.0,14.0,78.0,2021-10-27 13:15:42.000000,0.12.0,14.0,8.0,19.0,,,dlint,214.0,18.0,,https://pypi.org/project/dlint,2021-10-27 13:15:42.000000,18.0,95836.0,95836.0,,,,3.0,,,,,,,,,,,,,,,
204,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,20,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000000,2021-11-24 14:38:57.000000,2021-11-24 14:32:14.000000,67.0,34.0,2342.0,2021-11-24 14:32:07.000000,1.2.25,48.0,5.0,1.0,,,pretty_errors,130.0,0.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000000,0.0,16560.0,16560.0,,,,3.0,,,,,,,,,,,,,,,
205,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,20,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000000,2021-11-11 16:04:25.000000,2021-11-11 16:04:02.000000,70.0,32.0,1436.0,2021-11-11 16:04:25.000000,0.9.3,38.0,10.0,18.0,,,birdseye,412.0,0.0,,https://pypi.org/project/birdseye,2021-11-11 16:04:25.000000,0.0,1289.0,1289.0,,,,3.0,,,,,,,,,,,,,,,
206,python-devtools,https://github.com/samuelcolvin/python-devtools,,Dev tools for python.,logging,20,True,samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000000,2021-09-29 08:43:45.000000,2021-09-08 10:38:28.000000,15.0,34.0,437.0,2021-09-29 08:43:45.000000,0.8.0,12.0,7.0,2.0,,,python-devtools,98.0,491.0,490.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000000,1.0,573.0,573.0,,,,3.0,,,,,,,,,,,,,,,
207,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,20,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000000,2021-11-20 17:18:52.000000,2021-11-20 17:18:52.000000,41.0,25.0,284.0,2021-07-31 16:17:24.000000,0.1.4,6.0,29.0,32.0,,,fixit,,12.0,12.0,https://pypi.org/project/fixit,2021-07-30 20:35:02.000000,0.0,4814.0,4814.0,,,,3.0,,,,,,,,,,,,,,,
208,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,False,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000000,2020-06-19 16:51:36.000000,2020-06-19 16:51:00.000000,15.0,3.0,103.0,2017-08-31 23:17:01.000000,17.8.0,6.0,8.0,19.0,['flake8'],,flake8-mypy,50.0,979.0,781.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000000,198.0,33961.0,33961.0,,,,3.0,,,,,,,,,,,,,,,
209,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,20,False,tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000000,2020-12-29 20:50:06.000000,2020-08-29 05:51:08.000000,16.0,8.0,66.0,2019-10-08 03:58:31.000000,2.1.2,11.0,5.0,4.0,['flake8'],,flake8-bandit,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000000,156.0,547842.0,547842.0,,,,3.0,,,,,,,,,,,,,,,
210,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 18:02:19.000000,2021-04-21 16:21:07.000000,2019-08-07 13:44:00.000000,12.0,3.0,63.0,2013-06-22 15:34:37.000000,0.1.5,10.0,5.0,10.0,,,unify,69.0,395.0,341.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000000,54.0,70206.0,70206.0,,,,3.0,,,,,,,,,,,,,,,
211,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,20,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000000,2021-03-10 19:35:23.000000,2021-03-10 19:35:23.000000,9.0,5.0,59.0,,,5.0,7.0,5.0,['pylint'],conda-forge/pylint-flask,pylint-flask,40.0,6205.0,5499.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000000,706.0,196149.0,196993.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934000,53185.0,3.0,,,,,,,,,,,,,,,
212,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,19,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000000,2021-11-24 07:48:56.000000,2021-11-18 14:41:19.000000,35.0,69.0,938.0,2021-07-02 13:17:04.000000,0.3.1,26.0,27.0,43.0,,,pyflow,345.0,0.0,,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000000,0.0,187.0,321.0,,,,3.0,,3636.0,,,,,,,,,,,,,
213,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,19,True,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000000,2021-09-18 20:16:24.000000,2021-09-18 20:16:24.000000,38.0,9.0,688.0,2018-12-06 03:59:34.000000,0.0.6,6.0,5.0,3.0,,,py-heat,55.0,42.0,32.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000000,10.0,3628.0,3628.0,,,,3.0,,,,,,,,,,,,,,,
214,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,19,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000000,2021-10-30 20:12:27.000000,2019-05-10 19:18:48.000000,23.0,40.0,371.0,2019-05-10 19:21:38.000000,0.0.19,18.0,3.0,2.0,,,vex,200.0,38.0,22.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000000,16.0,648.0,648.0,,,,3.0,,,,,,,,,,,,,,,
215,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,19,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000000,2021-11-22 16:12:46.000000,2021-11-19 18:24:36.000000,130.0,194.0,333.0,2021-03-31 20:21:51.000000,3.2.1,37.0,47.0,57.0,,constructor,,954.0,11.0,11.0,,,,,76.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348000,4750.0,3.0,,220.0,,,,,,,,,,,,,
216,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,19,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000000,2021-11-23 23:59:28.000000,2021-11-23 10:53:07.000000,13.0,57.0,194.0,2021-11-08 00:58:03.000000,0.29.0,45.0,13.0,32.0,['flake8'],,nitpick,591.0,0.0,,https://pypi.org/project/nitpick,2021-11-08 00:58:00.000000,0.0,12783.0,12783.0,,,,3.0,,4.0,,,,,,,,,,,,,
217,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,19,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000000,2021-11-05 15:32:59.000000,2021-03-03 04:44:57.000000,15.0,29.0,122.0,2020-02-01 05:12:09.000000,0.2.2,6.0,10.0,21.0,['flake8'],conda-forge/pandas-vet,pandas-vet,179.0,54.0,54.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000000,0.0,4929.0,5177.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445000,7673.0,3.0,,39.0,,,,,,,,,,,,,
218,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,19,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000000,2021-07-26 20:00:21.000000,2020-10-01 09:23:01.000000,19.0,13.0,118.0,2020-10-01 09:33:03.000000,2.0.0,16.0,7.0,6.0,,,eradicate,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000000,156.0,247154.0,247154.0,,,,3.0,,,,,,,,,,,,,,,
219,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,19,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000000,2021-11-22 20:43:11.000000,2021-09-14 09:30:18.000000,13.0,66.0,114.0,2021-09-14 09:33:27.000000,0.9.2,33.0,13.0,10.0,,,unimport,400.0,15.0,15.0,https://pypi.org/project/unimport,2021-09-14 09:33:27.000000,,3791.0,3791.0,,,,3.0,,,,,,,,,,,,,,,
220,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,19,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000000,2021-10-29 14:54:42.000000,2019-05-24 17:17:56.000000,7.0,3.0,84.0,2014-09-07 13:57:37.000000,0.5.7,23.0,3.0,3.0,,,pyformat,199.0,131.0,109.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000000,22.0,23682.0,23682.0,,,,3.0,,,,,,,,,,,,,,,
221,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,19,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000000,2020-10-16 02:02:54.000000,2020-10-16 01:58:36.000000,5.0,9.0,39.0,2020-10-16 02:02:42.000000,0.3.1,8.0,6.0,2.0,['mkdocs'],,mkdocs-git-revision-date-plugin,24.0,397.0,379.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000000,18.0,21301.0,21301.0,,,,3.0,,,,,,,,,,,,,,,
222,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",documentation,19,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000000,2021-10-20 08:33:55.000000,2021-10-20 08:29:42.000000,6.0,54.0,28.0,2021-10-20 08:33:49.000000,2.0.3,27.0,1.0,1.0,['mkdocs'],,mkdocs-print-site-plugin,185.0,56.0,56.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-10-20 08:33:49.000000,0.0,4760.0,4760.0,,,,3.0,,,,,,,,,,,,,,,
223,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,19,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000000,2021-11-15 05:53:09.000000,2021-11-15 05:05:03.000000,5.0,11.0,12.0,2021-11-15 05:07:43.000000,3.1.0,28.0,4.0,1.0,"['flake8', 'pylint']",,yala,193.0,56.0,38.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000000,18.0,1309.0,1309.0,,,,3.0,,,,,,,,,,,,,,,
224,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,True,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000000,2021-11-14 09:00:13.000000,2021-11-13 23:30:56.000000,306.0,195.0,4607.0,2019-02-14 00:27:42.000000,1.1.5,7.0,46.0,135.0,,,,478.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
225,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,18,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000000,2019-11-25 09:19:01.000000,2019-11-25 09:19:00.000000,111.0,15.0,2100.0,2019-03-09 13:53:12.000000,1.0.0,20.0,18.0,7.0,,,fake2db,242.0,18.0,17.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000000,1.0,330.0,330.0,,,,3.0,,,,,,,,,,,,,,,
226,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,18,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000000,2021-11-10 22:22:47.000000,2021-11-10 22:22:45.000000,45.0,21.0,1479.0,2020-12-02 20:41:20.000000,20.12.2,3.0,29.0,8.0,,,xar,,16.0,16.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000000,,109.0,109.0,,,,3.0,,,,,,,,,,,,,,,
227,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,18,True,life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000000,2021-01-11 21:35:41.000000,2021-01-11 21:35:40.000000,32.0,,224.0,2021-01-11 18:40:32.000000,0.9.0,28.0,16.0,4.0,['flake8'],,flakehell,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000000,0.0,40760.0,40762.0,,,,3.0,,57.0,,,,,,,,,,,,,
228,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,True,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000000,2021-10-01 21:06:28.000000,2021-10-01 21:06:26.000000,37.0,23.0,217.0,2016-09-18 21:57:32.000000,1.1.0,9.0,16.0,23.0,,,imhotep,358.0,12.0,8.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000000,4.0,37.0,37.0,,,,3.0,,,,,,,,,,,,,,,
229,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,18,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000000,2020-04-13 11:49:33.000000,2019-10-04 19:05:46.000000,18.0,13.0,152.0,2018-06-24 06:23:48.000000,0.8.2,7.0,9.0,5.0,,,pynt,128.0,128.0,74.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000000,54.0,5329.0,5329.0,,,,3.0,,,,,,,,,,,,,,,
230,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,17,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000000,2021-11-24 07:48:48.000000,2021-11-24 07:41:29.000000,17.0,42.0,920.0,2021-11-06 06:22:43.000000,0.9.1,16.0,9.0,12.0,,conda-forge/beartype,beartype,,0.0,,https://pypi.org/project/beartype,2021-11-06 06:22:43.000000,0.0,46585.0,47090.0,https://anaconda.org/conda-forge/beartype,2021-11-06 11:46:27.962000,8585.0,3.0,,,,,,,,,,,,,,,
231,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,17,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000000,2021-06-13 08:00:00.000000,2021-06-13 07:59:39.000000,58.0,29.0,768.0,2021-06-13 08:00:00.000000,1.7.0,28.0,16.0,21.0,,,portray,,8.0,,https://pypi.org/project/portray,2021-06-13 08:00:00.000000,8.0,6582.0,6582.0,,,,3.0,,,,,,,,,,,,,,,
232,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,17,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000000,2021-07-28 15:57:26.000000,2017-02-13 18:07:04.000000,15.0,1.0,293.0,2017-02-13 18:07:58.000000,0.0.8,8.0,2.0,14.0,,,pycycle,26.0,55.0,48.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000000,7.0,1902.0,1902.0,,,,3.0,,,,,,,,,,,,,,,
233,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,17,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000000,2021-07-15 00:42:03.000000,2021-07-15 00:42:02.000000,11.0,6.0,226.0,2020-11-27 21:20:22.000000,0.3.1,11.0,5.0,8.0,,,bellybutton,33.0,13.0,13.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000000,0.0,6052.0,6052.0,,,,3.0,,,,,,,,,,,,,,,
234,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,17,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000000,2021-10-12 23:24:38.000000,2021-10-12 23:24:38.000000,17.0,8.0,116.0,2021-10-04 10:16:29.000000,21.10.0,10.0,8.0,6.0,,conda-forge/retype,retype,,34.0,,https://pypi.org/project/retype,2021-10-04 10:16:29.000000,34.0,1016.0,1347.0,https://anaconda.org/conda-forge/retype,2021-10-04 14:22:07.653000,15226.0,3.0,,,,,,,,,,,,,,,
235,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,17,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000000,2020-12-23 02:17:37.000000,2020-12-23 02:11:17.000000,14.0,5.0,94.0,2020-12-23 02:19:02.000000,0.69.1,15.0,6.0,3.0,,,massedit,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000000,10.0,1602.0,1602.0,,,,3.0,,17.0,,,,,,,,,,,,,
236,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,16,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000000,2021-11-22 05:05:53.000000,2021-11-22 05:05:41.000000,129.0,161.0,3287.0,2021-10-26 00:49:29.000000,pyoxidizer/0.18.0,10.0,37.0,244.0,,,,,,,,,,,55.0,,,,3.0,,1221.0,,,,,,,,,,,,,
237,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,16,False,skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000000,2020-03-01 19:24:46.000000,2020-03-01 19:24:44.000000,12.0,13.0,363.0,2018-12-14 18:07:29.000000,0.3.1,12.0,12.0,7.0,,,tbvaccine,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000000,,2036.0,2036.0,,,,3.0,,,,,,,,,,,,,,,
238,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,16,False,spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000000,2019-03-08 03:06:14.000000,2014-10-24 20:36:38.000000,12.0,12.0,116.0,2014-10-24 20:36:57.000000,0.0.13,13.0,6.0,6.0,,,pep8ify,154.0,54.0,35.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000000,19.0,138.0,138.0,,,,3.0,,,,,,,,,,,,,,,
239,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,16,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000000,2021-08-21 14:47:42.000000,2021-08-21 14:47:42.000000,7.0,15.0,104.0,2021-08-21 09:01:26.000000,0.3.0,3.0,4.0,5.0,,,com2ann,31.0,7.0,7.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000000,0.0,1725.0,1725.0,,,,3.0,,,,,,,,,,,,,,,
240,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000000,2019-08-20 15:57:27.000000,2019-06-12 11:57:28.000000,3.0,24.0,65.0,2019-06-12 11:59:29.000000,2.3.1,23.0,3.0,5.0,['pytest'],,pytest-play,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000000,4.0,722.0,722.0,,,,3.0,,,,,,,,,,,,,,,
241,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,16,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000000,2021-08-20 18:28:32.000000,2021-08-20 18:28:32.000000,12.0,3.0,50.0,2021-07-27 09:00:22.000000,0.4.8,18.0,7.0,3.0,,,lazydocs,,53.0,53.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000000,0.0,908.0,908.0,,,,3.0,,,,,,,-1.0,,,,,,,,
242,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000000,2021-11-10 20:28:36.000000,2021-11-10 20:28:36.000000,163.0,170.0,1501.0,,,,58.0,23.0,,,,414.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
243,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,15,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000000,2021-09-14 16:38:07.000000,2020-11-30 22:18:53.000000,21.0,1.0,184.0,2018-12-12 19:47:05.000000,0.7.0,10.0,17.0,8.0,"['flake8', 'mypy']",,linty-fresh,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000000,,33.0,33.0,,,,3.0,,,,,,,,,,,,,,,
244,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 01:59:13.000000,2021-11-20 03:58:02.000000,2021-11-20 03:53:31.000000,10.0,39.0,61.0,2021-11-20 03:58:13.000000,8.6.1,25.0,11.0,3.0,,,pip-run,,0.0,,https://pypi.org/project/pip-run,2021-11-20 03:58:02.000000,0.0,7787.0,7787.0,,,,3.0,,,,,,,-1.0,,,,,,,,
245,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,14,True,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000000,2021-08-27 04:13:02.000000,2021-08-27 04:13:02.000000,320.0,64.0,2956.0,,,,33.0,5.0,,,,138.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
246,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,14,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000000,2021-09-30 08:05:27.000000,2019-08-15 01:37:08.000000,62.0,30.0,499.0,2019-05-14 20:14:05.000000,2.0.0,5.0,14.0,33.0,,,,93.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
247,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,14,True,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000000,2021-11-19 17:34:24.000000,2021-11-19 17:34:24.000000,60.0,56.0,399.0,,,,57.0,45.0,,,,778.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
248,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,14,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000000,2021-06-01 22:15:42.000000,2019-06-27 03:42:48.000000,11.0,10.0,129.0,2018-11-08 03:05:43.000000,0.7.1,25.0,5.0,7.0,,,pipenv-pipes,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000000,,152.0,152.0,,,,3.0,,,,,,,,,,,,,,,
249,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,14,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000000,2021-08-01 15:51:53.000000,2021-08-01 15:51:53.000000,8.0,22.0,39.0,2021-02-11 10:24:35.000000,0.4.0,6.0,5.0,3.0,['mkdocs'],,mkdocs-versioning,133.0,,,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000000,,4333.0,4333.0,,,,3.0,,,,,,,,,,,,,,,
250,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,14,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000000,2021-11-17 17:00:05.000000,2021-11-17 17:00:05.000000,5.0,3.0,14.0,2021-11-17 16:59:34.000000,0.6.18,40.0,4.0,,,,universal-build,,7.0,7.0,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000000,0.0,542.0,543.0,,,,3.0,,16.0,,,,,,,,,,,,,
251,livepython,https://github.com/agermanidis/livepython,,Visually trace Python code in real-time.,profiling,12,False,agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000000,2019-01-22 17:39:55.000000,2017-11-14 21:27:52.000000,164.0,15.0,2460.0,,,,3.0,10.0,,,,20.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
252,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,12,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000000,2019-08-05 17:14:04.000000,2019-08-05 17:14:01.000000,2.0,11.0,145.0,2019-07-10 16:08:05.000000,1.0.0,9.0,2.0,3.0,,,cohesion,78.0,6.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000000,6.0,1567.0,1567.0,,,,3.0,,,,,,,,,,,,,,,
253,pyship,https://github.com/jamesabel/pyship,,pyship - ship Python desktop apps to end users.,packaging,10,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000000,2021-06-09 04:34:00.000000,2021-06-09 04:33:22.000000,,,15.0,2021-06-09 04:34:00.000000,0.1.5,17.0,,4.0,,,pyship,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000000,,70.0,70.0,,,,3.0,,,,,,,,,,,,,,,
1 name homepage resource description category projectrank show github_id github_url license created_at updated_at last_commit_pushed_at fork_count closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count open_issue_count labels conda_id pypi_id commit_count dependent_project_count github_dependent_project_count pypi_url pypi_latest_release_published_at pypi_dependent_project_count pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing dockerhub_id github_release_downloads dockerhub_url dockerhub_latest_release_published_at dockerhub_stars dockerhub_pulls trending cargo_id npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads conda_forge updated_github_id
2 0 Python.org Packaging https://packaging.python.org/overview/ True An Overview of Packaging for Python. packaging 0 True
3 1 best-of-web-python - Testing https://github.com/ml-tooling/best-of-web-python True Testing libraries & tools for python web frameworks. testing 0 True ml-tooling/best-of-web-python https://github.com/ml-tooling/best-of-web-python CC-BY-SA-4.0 2021-01-05 13:09:27.000000 2021-11-18 16:34:20.000000 2021-11-17 18:43:57.000000 92.0 2.0 1370.0 2021-11-17 18:45:05.000000 2021.11.17 23.0 7.0 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 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 38 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000000 2021-11-23 09:39:25.000000 2021-11-23 09:17:13.000000 1592.0 4828.0 4261.0 2021-11-10 17:23:23.000000 4.3.0 159.0 693.0 924.0 ['sphinx'] conda-forge/sphinx sphinx 18456.0 272891.0 168355.0 https://pypi.org/project/sphinx 2021-11-10 17:23:23.000000 104536.0 4033837.0 4103566.0 https://anaconda.org/conda-forge/sphinx 2021-11-10 20:31:12.931000 4392979.0 1.0
6 4 tqdm https://github.com/tqdm/tqdm A Fast, Extensible Progress Bar for Python and CLI. logging 37 True tqdm/tqdm https://github.com/tqdm/tqdm MPL-2.0 2015-06-03 13:13:14.000000 2021-11-21 02:22:30.000000 2021-09-20 16:15:31.000000 1034.0 538.0 20137.0 2021-09-20 15:24:06.000000 4.62.3 124.0 107.0 329.0 conda-forge/tqdm tqdm 1889.0 252037.0 225799.0 https://pypi.org/project/tqdm 2021-09-20 15:11:15.000000 26238.0 28053328.0 28189164.0 https://anaconda.org/conda-forge/tqdm 2021-09-20 17:51:38.361000 8818216.0 1.0 tqdm/tqdm 8035.0 https://hub.docker.com/r/tqdm/tqdm 2021-10-30 01:39:15.438974 2.0 3948.0
7 5 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 37 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000000 2021-11-25 10:33:39.000000 2021-11-25 10:33:35.000000 1163.0 1314.0 7870.0 2020-12-19 01:19:27.000000 5.8.0 83.0 173.0 199.0 conda-forge/psutil psutil 5727.0 144882.0 120216.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000000 24666.0 34083965.0 34219884.0 https://anaconda.org/conda-forge/psutil 2021-11-02 05:28:15.453000 9106628.0 1.0
8 6 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 37 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000000 2021-11-17 19:12:02.897000 2021-11-17 12:44:08.000000 460.0 1241.0 5015.0 2021-11-17 00:47:47.000000 0.18.1 31.0 149.0 27.0 conda-forge/jedi jedi 8256.0 179383.0 163477.0 https://pypi.org/project/jedi 2021-11-17 00:47:47.000000 15906.0 17975183.0 18089795.0 https://anaconda.org/conda-forge/jedi 2021-11-17 19:12:02.897000 6991368.0 1.0
9 7 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 36 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000000 2021-11-20 17:33:06.000000 2021-11-20 17:33:06.000000 1835.0 1504.0 13207.0 2021-10-12 21:59:03.000000 1.2.3 48.0 207.0 111.0 ['mkdocs'] conda-forge/mkdocs mkdocs 1610.0 22426.0 16484.0 https://pypi.org/project/mkdocs 2021-10-12 21:46:30.000000 5942.0 742816.0 745175.0 https://anaconda.org/conda-forge/mkdocs 2021-10-13 01:18:18.279000 158077.0 1.0
10 8 mypy https://github.com/python/mypy Optional static typing for Python. linters 36 True python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000000 2021-11-25 11:14:08.000000 2021-11-25 11:14:08.000000 1916.0 5011.0 11876.0 83.0 512.0 1956.0 conda-forge/mypy mypy 9902.0 56982.0 50898.0 https://pypi.org/project/mypy 2021-06-22 18:39:23.000000 6084.0 7988095.0 8018812.0 https://anaconda.org/conda-forge/mypy 2021-11-09 21:16:30.936000 1474459.0 1.0
11 9 pytest https://github.com/pytest-dev/pytest The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. testing 36 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000000 2021-11-25 08:43:24.000000 2021-11-25 08:43:23.000000 1862.0 4019.0 7969.0 2021-08-30 17:39:28.000000 6.2.5 148.0 754.0 726.0 ['pytest'] conda-forge/pytest pytest 535011.0 404427.0 https://pypi.org/project/pytest 2021-08-30 17:39:00.000000 130584.0 33337414.0 33500856.0 https://anaconda.org/conda-forge/pytest 2021-11-02 14:19:16.940000 10460298.0 1.0
12 10 pip https://github.com/pypa/pip The Python package installer. dependency-managers 35 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000000 2021-11-25 08:05:07.000000 2021-11-25 08:05:07.000000 2436.0 5116.0 7558.0 2021-10-22 15:57:09.000000 21.3.1 113.0 646.0 911.0 conda-forge/pip pip 83910.0 65244.0 https://pypi.org/project/pip 2021-10-22 15:57:09.000000 18666.0 89064294.0 89496250.0 https://anaconda.org/conda-forge/pip 2021-10-22 18:02:50.098000 27645229.0 1.0
13 11 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 35 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000000 2021-11-24 18:02:04.000000 2021-11-24 17:27:32.000000 1796.0 3475.0 6471.0 2021-10-15 08:56:42.000000 4.1.2 69.0 150.0 227.0 conda-forge/robotframework robotframework 13109.0 6015.0 4607.0 https://pypi.org/project/robotframework 2021-10-15 08:57:24.000000 1408.0 812336.0 813816.0 https://anaconda.org/conda-forge/robotframework 2021-10-15 13:26:14.612000 67828.0 1.0 514.0
14 12 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 35 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000000 2021-11-22 16:47:04.000000 2021-10-11 16:52:26.000000 385.0 1137.0 2496.0 2021-10-07 07:28:06.000000 4.0.0a9 124.0 251.0 136.0 ['pytest'] conda-forge/tox tox 2052.0 87361.0 50961.0 https://pypi.org/project/tox 2021-09-16 09:44:58.000000 36400.0 3612043.0 3619690.0 https://anaconda.org/conda-forge/tox 2021-11-04 10:19:57.583000 382398.0 1.0
15 13 setuptools https://github.com/pypa/setuptools Official project repository for the Setuptools build system. build-tools 35 True pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000000 2021-11-22 18:07:05.000000 2021-11-22 18:05:01.000000 788.0 1344.0 1484.0 2021-11-19 01:14:24.000000 59.2.0 452.0 469.0 527.0 conda-forge/setuptools setuptools 183804.0 125874.0 https://pypi.org/project/setuptools 2021-11-19 01:14:16.000000 57930.0 187134496.0 187595862.0 https://anaconda.org/conda-forge/setuptools 2021-11-19 20:07:45.624000 29527421.0 1.0 113.0 1.0
16 14 black https://github.com/psf/black The uncompromising Python code formatter. formatters 34 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000000 2021-11-25 08:52:13.000000 2021-11-25 01:21:36.000000 1519.0 1394.0 23713.0 2021-11-18 03:57:34.000000 21.11b1 36.0 284.0 353.0 conda-forge/black black 103153.0 96925.0 https://pypi.org/project/black 2021-11-18 03:58:02.000000 6228.0 9702584.0 9763073.0 https://anaconda.org/conda-forge/black 2021-11-19 19:57:15.971000 2516498.0 1.0 18336.0
17 15 pipenv https://github.com/pypa/pipenv Python Development Workflow for Humans. virtual-envs 34 True pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000000 2021-11-24 15:21:31.977000 2021-11-24 04:08:28.000000 1685.0 2957.0 22480.0 2021-11-23 15:27:39.000000 2021.11.23 303.0 396.0 583.0 conda-forge/pipenv pipenv 25370.0 23096.0 https://pypi.org/project/pipenv 2021-11-23 15:27:39.000000 2274.0 4086018.0 4087820.0 https://anaconda.org/conda-forge/pipenv 2021-11-24 15:21:31.977000 45055.0 1.0
18 16 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 34 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000000 2021-11-03 13:22:29.000000 2021-10-30 04:18:06.000000 253.0 340.0 3947.0 2021-10-24 07:01:21.000000 1.6.0 68.0 51.0 92.0 conda-forge/autopep8 autopep8 2730.0 107240.0 97056.0 https://pypi.org/project/autopep8 2021-10-24 06:47:35.000000 10184.0 2476331.0 2485104.0 https://anaconda.org/conda-forge/autopep8 2021-10-26 17:07:50.178000 570250.0 1.0
19 17 pytest-cov https://github.com/pytest-dev/pytest-cov Coverage plugin for pytest. testing 34 True pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000000 2021-11-22 20:53:38.000000 2021-10-10 09:31:18.000000 155.0 199.0 1145.0 2021-10-04 01:48:57.000000 3.0.0 43.0 72.0 106.0 ['pytest'] conda-forge/pytest-cov pytest-cov 860.0 148923.0 105529.0 https://pypi.org/project/pytest-cov 2021-10-04 01:48:57.000000 43394.0 10837283.0 10897708.0 https://anaconda.org/conda-forge/pytest-cov 2021-10-04 14:17:04.977000 4108953.0 1.0
20 18 rich https://github.com/willmcgugan/rich Rich is a Python library for rich text and beautiful formatting in the terminal. logging 33 True willmcgugan/rich https://github.com/willmcgugan/rich MIT 2019-11-10 15:28:09.000000 2021-11-24 16:02:12.000000 2021-11-20 10:53:06.000000 1007.0 570.0 31115.0 2021-11-16 15:15:03.000000 10.14.0 140.0 135.0 35.0 conda-forge/rich rich 2449.0 8736.0 8736.0 https://pypi.org/project/rich 2021-11-24 15:21:55.000000 0.0 2643036.0 2674183.0 https://anaconda.org/conda-forge/rich 2021-11-17 01:07:33.057000 498353.0 1.0
21 19 poetry https://github.com/python-poetry/poetry Python dependency management and packaging made easy. dependency-managers 33 True python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000000 2021-11-25 10:31:57.000000 2021-11-23 07:00:58.000000 1421.0 2197.0 17201.0 2021-10-04 18:05:17.000000 1.1.11 141.0 316.0 1337.0 conda-forge/poetry poetry 1984.0 64.0 https://pypi.org/project/poetry 2021-10-04 18:05:17.000000 64.0 4166150.0 4388985.0 https://anaconda.org/conda-forge/poetry 2021-11-16 18:20:49.130000 338070.0 2.0 9391585.0
22 20 hypothesis https://github.com/HypothesisWorks/hypothesis Hypothesis is a powerful, flexible, and easy to use library for property-based testing. testing 33 True HypothesisWorks/hypothesis https://github.com/HypothesisWorks/hypothesis MPL-2.0 2013-03-10 13:51:19.000000 2021-11-25 08:58:38.000000 2021-11-22 21:14:43.000000 475.0 1118.0 5509.0 2021-11-22 21:15:04.000000 hypothesis-python-6.27.1 895.0 254.0 64.0 conda-forge/hypothesis hypothesis 11112.0 13136.0 10520.0 https://pypi.org/project/hypothesis 2021-11-22 21:14:47.000000 2616.0 2250401.0 2328855.0 https://anaconda.org/conda-forge/hypothesis 2021-11-23 01:36:09.837000 5021076.0 1.0
23 21 pip-tools https://github.com/jazzband/pip-tools A set of tools to keep your pinned Python dependencies fresh. dependency-managers 33 True jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000000 2021-11-22 18:30:46.000000 2021-11-12 05:03:34.000000 471.0 659.0 5326.0 2021-10-12 16:00:05.000000 6.4.0 97.0 163.0 131.0 conda-forge/pip-tools pip-tools 1670.0 3252.0 https://pypi.org/project/pip-tools 2021-10-12 16:00:05.000000 3252.0 3607039.0 3608094.0 https://anaconda.org/conda-forge/pip-tools 2021-10-12 21:23:33.029000 20048.0 2.0
24 22 conda https://github.com/conda/conda OS-agnostic, system-level binary package manager and ecosystem. dependency-managers 33 True conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000000 2021-11-25 12:45:06.000000 2021-11-22 18:51:33.000000 1100.0 6393.0 4400.0 2021-11-22 18:47:32.000000 4.11.0 100.0 374.0 1847.0 conda-forge/conda conda 15789.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000000 2104.0 70430.0 439764.0 https://anaconda.org/conda-forge/conda 2021-11-23 11:16:29.692000 23268081.0 2.0 1.0
25 23 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 33 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000000 2021-11-25 13:55:25.000000 2021-11-25 06:14:19.000000 428.0 997.0 4331.0 2021-11-09 05:43:22.000000 5.10.1 132.0 252.0 31.0 conda-forge/isort isort 229318.0 205100.0 https://pypi.org/project/isort 2021-11-09 05:42:44.000000 24218.0 16758216.0 16798887.0 https://anaconda.org/conda-forge/isort 2021-11-09 08:52:00.919000 2602996.0 2.0
26 24 sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme Sphinx theme for readthedocs.org. documentation 33 True readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000000 2021-11-24 09:54:11.000000 2021-10-19 23:03:00.000000 1612.0 536.0 3886.0 2018-10-05 13:20:49.000000 0.4.2 23.0 108.0 190.0 ['sphinx'] conda-forge/sphinx_rtd_theme sphinx_rtd_theme 1347.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000000 23474.0 1941871.0 1972945.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-09-17 07:30:33.268000 1957685.0 1.0
27 25 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 33 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000000 2021-11-23 01:02:05.000000 2021-11-23 01:02:04.000000 177.0 1291.0 1656.0 2021-10-11 12:42:47.000000 4.0.1 81.0 159.0 39.0 conda-forge/flake8 flake8 279764.0 208474.0 https://pypi.org/project/flake8 2021-10-11 12:42:47.000000 71290.0 13939268.0 13990893.0 https://anaconda.org/conda-forge/flake8 2021-11-02 21:24:52.298000 3355669.0 1.0
28 26 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 33 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000000 2021-11-21 13:51:51.000000 2021-11-21 13:51:51.000000 158.0 358.0 1088.0 2021-10-06 20:39:49.000000 2.4.0 31.0 79.0 83.0 conda-forge/pyflakes pyflakes 517.0 133703.0 107205.0 https://pypi.org/project/pyflakes 2021-10-06 20:39:49.000000 26498.0 14127116.0 14178953.0 https://anaconda.org/conda-forge/pyflakes 2021-10-07 19:30:05.408000 3369441.0 1.0
29 27 mkdocs-material https://github.com/squidfunk/mkdocs-material Technical documentation that just works. documentation 32 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000000 2021-11-24 15:31:05.000000 2021-11-24 09:41:38.000000 1876.0 1181.0 8055.0 2021-11-21 19:24:04.000000 8.0.0b2 223.0 135.0 12.0 ['mkdocs'] conda-forge/mkdocs-material mkdocs-material 3738.0 11302.0 9800.0 https://pypi.org/project/mkdocs-material 2021-11-21 19:24:42.000000 1502.0 729787.0 732224.0 https://anaconda.org/conda-forge/mkdocs-material 2021-10-30 19:27:02.909000 73121.0 2.0
30 28 pre-commit https://github.com/pre-commit/pre-commit A framework for managing and maintaining multi-language pre-commit hooks. others 32 True pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000000 2021-11-23 16:24:36.000000 2021-11-23 01:17:34.000000 497.0 1254.0 6890.0 2021-09-03 00:45:09.000000 2.15.0 163.0 127.0 25.0 conda-forge/pre-commit pre-commit 2108.0 2136.0 https://pypi.org/project/pre-commit 2021-09-03 00:33:45.000000 2136.0 3913680.0 3945514.0 https://anaconda.org/conda-forge/pre-commit 2021-11-04 17:44:26.308000 848966.0 1.0 19595.0
31 29 virtualenv https://github.com/pypa/virtualenv Virtual Python Environment builder. virtual-envs 32 True pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000000 2021-11-22 18:19:22.000000 2021-11-01 21:39:26.000000 912.0 1116.0 4011.0 2021-11-01 08:01:30.000000 20.10.0 173.0 220.0 65.0 conda-forge/virtualenv virtualenv 34422.0 https://pypi.org/project/virtualenv 2021-11-01 08:01:30.000000 34422.0 23029433.0 23052952.0 https://anaconda.org/conda-forge/virtualenv 2021-11-02 07:32:46.596000 1317070.0 2.0
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 09:08:12.000000 2021-11-23 09:27:31.000000 2021-11-13 01:35:32.000000 380.0 371.0 3722.0 2021-11-12 12:25:41.000000 1.7.1 32.0 137.0 187.0 conda-forge/bandit bandit 1181.0 11559.0 9205.0 https://pypi.org/project/bandit 2021-11-12 12:25:41.000000 2354.0 2104619.0 2107873.0 https://anaconda.org/conda-forge/bandit 2021-11-13 09:57:40.313000 97535.0 1.0 121.0
33 31 invoke https://github.com/pyinvoke/invoke Pythonic task management & command execution. build-tools 32 True pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000000 2021-11-09 09:27:42.000000 2021-10-16 04:43:50.000000 294.0 362.0 3449.0 2021-07-09 21:42:28.000000 1.6.0 52.0 56.0 334.0 conda-forge/invoke invoke 3523.0 14113.0 9511.0 https://pypi.org/project/invoke 2021-07-09 21:42:28.000000 4602.0 2085588.0 2092615.0 https://anaconda.org/conda-forge/invoke 2021-07-10 12:55:00.642000 470845.0 1.0
34 32 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 32 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000000 2021-10-25 05:23:45.000000 2016-03-04 01:16:26.000000 363.0 462.0 1341.0 2015-06-02 09:12:36.000000 1.3.7 14.0 95.0 447.0 conda-forge/nose nose 1004.0 203714.0 117240.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000000 86474.0 4457950.0 4487725.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277000 1965207.0 2.0
35 33 python-json-logger https://github.com/madzak/python-json-logger Json Formatter for the standard python logger. logging 32 True madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000000 2021-07-27 23:18:51.000000 2021-07-27 23:18:45.000000 162.0 46.0 1124.0 2021-07-27 23:09:33.000000 2.0.2 20.0 46.0 23.0 conda-forge/python-json-logger python-json-logger 196.0 19401.0 18483.0 https://pypi.org/project/python-json-logger 2021-07-27 23:09:33.000000 918.0 4449740.0 4468140.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855000 1012039.0 1.0
36 34 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 32 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000000 2021-11-24 13:33:48.000000 2021-11-17 13:37:34.000000 247.0 398.0 1092.0 2021-11-17 13:10:28.000000 1.5.0 136.0 109.0 198.0 conda-forge/sentry-sdk sentry-sdk 1315.0 16750.0 15764.0 https://pypi.org/project/sentry-sdk 2021-11-17 13:10:25.000000 986.0 10945670.0 10948994.0 https://anaconda.org/conda-forge/sentry-sdk 2021-11-17 15:09:50.069000 115329.0 1.0 4482.0
37 35 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 31 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000000 2021-11-22 10:55:52.000000 2021-11-22 10:55:47.000000 1261.0 1212.0 19519.0 2021-11-20 09:32:45.000000 3.2.4 62.0 151.0 204.0 conda-forge/glances glances 4185.0 402.0 352.0 https://pypi.org/project/glances 2021-11-22 10:55:51.000000 50.0 190566.0 192746.0 https://anaconda.org/conda-forge/glances 2021-11-20 23:54:35.274000 147644.0 1.0 706.0
38 36 loguru https://github.com/Delgan/loguru Python logging made (stupidly) simple. logging 31 True Delgan/loguru https://github.com/Delgan/loguru MIT 2017-08-15 17:22:32.000000 2021-11-02 13:32:36.476000 2021-09-09 07:14:10.000000 456.0 402.0 10347.0 2020-09-20 07:56:32.000000 0.5.3 17.0 30.0 83.0 conda-forge/loguru loguru 562.0 12365.0 12023.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000000 342.0 2091005.0 2100411.0 https://anaconda.org/conda-forge/loguru 2021-11-02 13:32:36.476000 310408.0 2.0
39 37 pyautogui https://github.com/asweigart/pyautogui A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. testing 31 True asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000000 2021-11-16 09:51:57.000000 2021-09-14 17:41:07.000000 781.0 197.0 5829.0 2021-07-07 17:05:04.000000 0.9.53 50.0 51.0 342.0 conda-forge/pyautogui pyautogui 402.0 12001.0 11393.0 https://pypi.org/project/pyautogui 2021-07-07 17:05:04.000000 608.0 505828.0 508714.0 https://anaconda.org/conda-forge/pyautogui 2021-11-11 10:15:02.687000 138569.0 2.0
40 38 buildbot https://github.com/buildbot/buildbot Python-based continuous integration testing framework; your pull requests are more than welcome!. build-tools 31 True buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000000 2021-11-19 17:38:16.000000 2021-11-19 17:38:16.000000 1557.0 749.0 4722.0 2021-10-16 08:31:36.000000 3.4.0 114.0 802.0 628.0 conda-forge/buildbot buildbot 22380.0 1151.0 259.0 https://pypi.org/project/buildbot 2021-10-16 08:31:36.000000 892.0 55362.0 57457.0 https://anaconda.org/conda-forge/buildbot 2021-10-16 13:45:45.804000 45996.0 2.0 18037.0
41 39 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 31 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000000 2021-11-23 14:13:20.000000 2021-11-23 14:13:20.000000 614.0 552.0 4449.0 2021-10-11 00:56:25.000000 2.8.0 13.0 129.0 113.0 conda-forge/pycodestyle pycodestyle 195343.0 174113.0 https://pypi.org/project/pycodestyle 2021-10-11 00:56:25.000000 21230.0 19876228.0 19930478.0 https://anaconda.org/conda-forge/pycodestyle 2021-10-11 20:03:59.620000 3526262.0 1.0
42 40 pylint https://github.com/PyCQA/pylint It's not just a linter that annoys you!. linters 31 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000000 2021-11-25 13:56:32.000000 2021-11-25 13:06:29.000000 762.0 3041.0 3689.0 2021-09-16 20:55:08.000000 2.11.1 119.0 427.0 726.0 conda-forge/pylint pylint 37734.0 https://pypi.org/project/pylint 2021-09-16 20:55:08.000000 37734.0 9213256.0 9252015.0 https://anaconda.org/conda-forge/pylint 2021-09-17 15:38:30.268000 2441873.0 1.0
43 41 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 31 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000000 2021-11-22 22:50:40.000000 2021-08-25 15:42:15.000000 215.0 168.0 3064.0 2021-01-20 07:45:20.000000 1.1.0 56.0 97.0 90.0 conda-forge/freezegun freezegun 541.0 8352.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000000 8352.0 3588645.0 3592882.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014000 288145.0 2.0
44 42 ipdb https://github.com/gotcha/ipdb Integration of IPython pdb. debugging 31 True gotcha/ipdb https://github.com/gotcha/ipdb BSD-3-Clause 2011-01-15 17:51:47.000000 2021-09-09 11:02:01.000000 2021-09-09 11:02:01.000000 133.0 111.0 1494.0 2021-06-02 11:43:46.000000 0.13.9 41.0 49.0 57.0 conda-forge/ipdb ipdb 352.0 45946.0 29048.0 https://pypi.org/project/ipdb 2021-06-02 11:43:46.000000 16898.0 1722342.0 1725741.0 https://anaconda.org/conda-forge/ipdb 2021-06-24 04:21:01.798000 217568.0 1.0
45 43 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 31 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000000 2021-11-19 00:37:39.705000 2019-10-16 17:48:40.000000 157.0 125.0 1411.0 2019-01-16 20:35:25.000000 1.4.3 41.0 76.0 56.0 conda-forge/logbook logbook 1194.0 4858.0 2794.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000000 2064.0 1086489.0 1088167.0 https://anaconda.org/conda-forge/logbook 2021-11-19 00:37:39.705000 53625.0 2.0 274.0 1.0
46 44 rope https://github.com/python-rope/rope a python refactoring library. refactoring 31 True python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000000 2021-11-22 17:32:33.372000 2021-11-22 15:12:48.000000 147.0 160.0 1233.0 2021-11-22 15:09:58.000000 0.22.0 24.0 67.0 72.0 conda-forge/rope rope 2238.0 35766.0 32834.0 https://pypi.org/project/rope 2021-11-22 15:09:58.000000 2932.0 539543.0 550465.0 https://anaconda.org/conda-forge/rope 2021-11-22 17:32:33.372000 600763.0 1.0
47 45 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 31 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376000 2021-11-11 14:45:38.000000 2021-03-04 09:33:31.000000 82.0 59.0 1030.0 2021-02-22 07:34:12.000000 0.8.9 25.0 67.0 47.0 conda-forge/tabulate tabulate 502.0 64477.0 56375.0 https://pypi.org/project/tabulate 2021-02-22 07:34:12.000000 8102.0 31452984.0 31478130.0 https://anaconda.org/conda-forge/tabulate 2021-02-22 13:39:52.132000 1659677.0 2.0
48 46 pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Pytest support for asyncio. testing 31 True pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000000 2021-10-27 20:54:21.000000 2021-10-15 23:55:22.000000 89.0 100.0 820.0 2021-10-15 23:29:49.000000 0.16.0 21.0 26.0 78.0 ['pytest'] conda-forge/pytest-asyncio pytest-asyncio 181.0 19663.0 17635.0 https://pypi.org/project/pytest-asyncio 2021-10-15 23:29:49.000000 2028.0 7344798.0 7357658.0 https://anaconda.org/conda-forge/pytest-asyncio 2021-10-18 14:13:21.673000 694467.0 2.0
49 47 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 31 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000000 2021-11-22 20:53:15.000000 2021-11-02 10:28:36.000000 155.0 251.0 796.0 2021-09-21 12:25:02.000000 2.4.0 57.0 76.0 204.0 ['pytest'] conda-forge/pytest-xdist pytest-xdist 934.0 7342.0 https://pypi.org/project/pytest-xdist 2021-09-21 12:25:02.000000 7342.0 4946397.0 4978711.0 https://anaconda.org/conda-forge/pytest-xdist 2021-09-21 18:12:10.477000 2068140.0 2.0
50 48 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 31 True bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000000 2021-11-03 09:17:41.000000 2021-09-24 20:53:41.000000 176.0 53.0 630.0 2018-10-03 01:39:17.000000 0.7.12 24.0 28.0 85.0 ['sphinx'] conda-forge/alabaster alabaster 351.0 69473.0 54575.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000000 14898.0 3689212.0 3739696.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017000 3231013.0 2.0
51 49 coveralls-python https://github.com/TheKevJames/coveralls-python Show coverage stats online via coveralls.io. testing 31 True TheKevJames/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000000 2021-11-11 21:00:03.000000 2021-11-11 20:58:33.000000 185.0 143.0 465.0 2021-11-11 21:00:03.000000 3.3.1 42.0 63.0 5.0 ['pytest'] coveralls 444.0 36598.0 19590.0 https://pypi.org/project/coveralls 2021-11-11 21:00:03.000000 17008.0 527059.0 527059.0 2.0
52 50 parso https://github.com/davidhalter/parso A Python Parser. linters 31 True davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000000 2021-09-15 20:32:18.000000 2021-09-15 20:32:18.000000 76.0 94.0 458.0 2021-03-30 20:43:51.000000 0.8.2 25.0 43.0 8.0 conda-forge/parso parso 1094.0 172437.0 161073.0 https://pypi.org/project/parso 2021-03-30 20:43:51.000000 11364.0 17868605.0 17989050.0 https://anaconda.org/conda-forge/parso 2021-03-31 00:05:02.064000 5660925.0 1.0
53 51 packaging https://github.com/pypa/packaging Core utilities for Python packages. packaging 31 True pypa/packaging https://github.com/pypa/packaging BSD-2-Clause 2014-05-15 22:49:43.000000 2021-11-25 14:37:24.000000 2021-11-18 00:38:55.000000 175.0 164.0 349.0 2021-11-18 00:41:06.000000 21.3 39.0 72.0 66.0 conda-forge/packaging packaging 306480.0 277280.0 https://pypi.org/project/packaging 2021-11-18 00:39:10.000000 29200.0 83618728.0 83787525.0 https://anaconda.org/conda-forge/packaging 2021-11-18 12:50:05.153000 10971434.0 1.0 175.0
54 52 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 30 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000000 2021-11-05 18:47:19.000000 2021-11-05 18:47:19.000000 6179.0 97.0 18876.0 2020-07-01 21:59:00.000000 1.1.0 13.0 68.0 58.0 ['sphinx'] conda-forge/numpydoc numpydoc 36275.0 28927.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000000 7348.0 245465.0 260619.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384000 878986.0 2.0
55 53 yapf https://github.com/google/yapf A formatter for Python files. formatters 30 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000000 2021-11-08 10:33:00.000000 2021-11-08 10:32:15.000000 823.0 385.0 12180.0 2020-04-23 19:07:36.000000 0.30.0 67.0 132.0 333.0 conda-forge/yapf yapf 29582.0 26176.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000000 3406.0 1650971.0 1664766.0 https://anaconda.org/conda-forge/yapf 2021-04-19 00:01:27.357000 896708.0 3.0
56 54 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 30 True bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000000 2021-11-19 04:01:25.000000 2021-10-23 09:17:21.000000 250.0 91.0 3803.0 2021-10-23 09:23:42.000000 0.4.11 39.0 51.0 94.0 conda-forge/pipreqs pipreqs 311.0 8199.0 7671.0 https://pypi.org/project/pipreqs 2021-10-23 09:15:35.000000 528.0 174142.0 174508.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131000 22707.0 3.0
57 55 factory_boy https://github.com/FactoryBoy/factory_boy A test fixtures replacement for Python. testing 30 True FactoryBoy/factory_boy https://github.com/FactoryBoy/factory_boy MIT 2011-05-11 08:26:59.000000 2021-10-26 21:47:41.376000 2021-10-19 08:01:13.000000 331.0 351.0 2697.0 2018-05-05 15:05:40.000000 2.11.1 36.0 117.0 157.0 conda-forge/factory_boy factory_boy 892.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000000 4256.0 1965717.0 1967113.0 https://anaconda.org/conda-forge/factory_boy 2021-10-26 21:47:41.376000 86586.0 2.0
58 56 wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide The strictest and most opinionated python linter ever!. linters 30 True wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000000 2021-11-24 07:48:42.000000 2021-11-23 07:19:21.000000 312.0 902.0 1694.0 2021-06-21 19:33:18.000000 0.15.3 52.0 156.0 92.0 wemake-python-styleguide 1929.0 832.0 818.0 https://pypi.org/project/wemake-python-styleguide 2021-06-21 16:28:55.000000 14.0 134146.0 134146.0 2.0
59 57 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 30 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000000 2021-11-24 15:22:02.000000 2021-11-23 16:25:21.000000 247.0 349.0 1188.0 2021-11-10 11:57:53.000000 3.6.0 45.0 104.0 38.0 conda-forge/twine twine 67138.0 49634.0 https://pypi.org/project/twine 2021-11-10 11:40:36.000000 17504.0 2568314.0 2574174.0 https://anaconda.org/conda-forge/twine 2021-11-10 13:42:00.615000 369189.0 2.0
60 58 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 30 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000000 2021-11-23 15:22:39.000000 2021-10-10 13:58:44.000000 152.0 197.0 830.0 2021-05-17 20:37:45.000000 6.1.1 17.0 74.0 79.0 conda-forge/pydocstyle pydocstyle 714.0 24577.0 20657.0 https://pypi.org/project/pydocstyle 2021-05-17 20:37:45.000000 3920.0 1951409.0 1958735.0 https://anaconda.org/conda-forge/pydocstyle 2021-05-18 22:35:13.379000 468887.0 2.0 56.0
61 59 wheel https://github.com/pypa/wheel The official binary distribution format for Python. build-tools 30 True pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580000 2021-10-08 03:15:32.000000 2021-10-07 22:22:38.000000 101.0 296.0 279.0 2021-08-09 20:48:33.000000 0.37.0 65.0 62.0 30.0 conda-forge/wheel wheel 62544.0 https://pypi.org/project/wheel 2021-08-09 20:48:33.000000 62544.0 96222502.0 96586655.0 https://anaconda.org/conda-forge/wheel 2021-08-13 19:04:03.566000 23305807.0 2.0
62 60 typed_ast https://github.com/python/typed_ast Modified fork of CPython's ast module that parses `# type:` comments. ast 30 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000000 2021-11-12 00:01:38.000000 2021-11-12 00:01:26.000000 50.0 80.0 193.0 2021-11-12 00:00:24.000000 1.5.0 30.0 23.0 4.0 typed_ast 186.0 10362.0 https://pypi.org/project/typed_ast 2021-11-12 00:00:24.000000 10362.0 12724368.0 12724368.0 1.0
63 61 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 29 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000000 2021-09-14 17:19:37.000000 2021-09-11 09:46:36.000000 915.0 94.0 14788.0 2021-09-11 09:50:56.000000 1.0.0 55.0 26.0 18.0 conda-forge/pysnooper pysnooper 300.0 567.0 521.0 https://pypi.org/project/pysnooper 2021-09-11 09:50:56.000000 46.0 89713.0 91129.0 https://anaconda.org/conda-forge/pysnooper 2021-05-19 12:14:49.747000 42504.0 1.0
64 62 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 29 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000000 2021-11-22 22:07:51.000000 2021-11-22 22:07:42.000000 144.0 231.0 1545.0 2021-09-17 10:01:35.000000 1.5.1 100.0 78.0 52.0 conda-forge/prospector prospector 1113.0 1138.0 https://pypi.org/project/prospector 2021-09-17 10:01:35.000000 1138.0 529117.0 529547.0 https://anaconda.org/conda-forge/prospector 2021-11-05 14:49:56.765000 27098.0 1.0
65 63 pytest-mock https://github.com/pytest-dev/pytest-mock Thin-wrapper around the mock package for easier use with pytest. testing 29 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000000 2021-11-22 20:52:50.000000 2021-11-01 22:02:16.000000 98.0 93.0 1217.0 2021-05-18 11:53:27.000000 3.6.1 52.0 54.0 12.0 ['pytest'] conda-forge/pytest-mock pytest-mock 27219.0 21039.0 https://pypi.org/project/pytest-mock 2021-05-06 19:21:18.000000 6180.0 5060173.0 5080605.0 https://anaconda.org/conda-forge/pytest-mock 2021-05-07 01:15:17.653000 1307651.0 2.0
66 64 progressbar2 https://github.com/WoLpH/python-progressbar Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. logging 29 True WoLpH/python-progressbar https://github.com/WoLpH/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000000 2021-10-15 12:20:53.000000 2021-10-15 12:20:35.000000 100.0 187.0 732.0 2021-10-15 12:20:50.000000 3.55.0 98.0 40.0 6.0 conda-forge/progressbar2 progressbar2 892.0 15609.0 13413.0 https://pypi.org/project/progressbar2 2021-10-15 12:20:50.000000 2196.0 2383061.0 2389090.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844000 365923.0 2.0 1629.0
67 65 flake8-bugbear https://github.com/PyCQA/flake8-bugbear A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in.. linters 29 True PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000000 2021-11-24 01:48:07.000000 2021-11-22 17:02:53.000000 54.0 61.0 639.0 2021-09-29 14:41:52.000000 21.9.2 36.0 43.0 45.0 ['flake8'] conda-forge/flake8-bugbear flake8-bugbear 180.0 6812.0 5772.0 https://pypi.org/project/flake8-bugbear 2021-09-29 14:41:52.000000 1040.0 1245774.0 1265348.0 https://anaconda.org/conda-forge/flake8-bugbear 2021-09-29 17:18:12.400000 528512.0 2.0
68 66 breathe https://github.com/michaeljones/breathe ReStructuredText and Sphinx bridge to Doxygen. documentation 29 True michaeljones/breathe https://github.com/michaeljones/breathe BSD-3-Clause 2009-02-03 18:52:25.000000 2021-11-21 08:15:16.000000 2021-11-20 10:45:21.000000 145.0 354.0 561.0 2021-09-14 23:59:31.000000 4.31.0 60.0 98.0 121.0 conda-forge/breathe breathe 1565.0 7421.0 5413.0 https://pypi.org/project/breathe 2021-09-14 23:57:53.000000 2008.0 177270.0 181228.0 https://anaconda.org/conda-forge/breathe 2021-09-15 02:02:02.185000 240201.0 2.0 148.0
69 67 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 29 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000000 2021-11-02 19:08:46.000000 2021-01-23 03:26:17.000000 177.0 180.0 454.0 2020-12-13 15:24:58.000000 3.1.1 44.0 43.0 91.0 ['pytest'] conda-forge/pytest-html pytest-html 376.0 14592.0 13608.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000000 984.0 1595831.0 1599318.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698000 188350.0 2.0
70 68 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 29 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000000 2021-10-07 10:15:47.000000 2021-10-07 08:43:54.000000 66.0 221.0 2021-04-21 10:37:50.000000 4.1.0 37.0 182.0 ['flake8'] hacking 1053.0 8690.0 https://pypi.org/project/hacking 2021-04-21 10:37:50.000000 8690.0 570041.0 570041.0 2.0
71 69 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 28 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000000 2021-11-22 20:02:33.000000 2021-11-20 01:03:47.000000 283.0 164.0 7632.0 2021-11-13 01:54:19.000000 0.3.11 34.0 29.0 71.0 py-spy 430.0 50.0 https://pypi.org/project/py-spy 2021-11-13 01:54:19.000000 50.0 549693.0 549945.0 2.0 7082.0 py-spy
72 70 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 28 True Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000000 2021-11-25 07:53:51.000000 2021-11-25 07:47:54.000000 344.0 853.0 6037.0 2021-09-27 16:10:00.000000 0.6.17 165.0 104.0 216.0 conda-forge/nuitka nuitka 8155.0 54.0 https://pypi.org/project/nuitka 2021-11-15 15:28:46.000000 54.0 26538.0 31344.0 https://anaconda.org/conda-forge/nuitka 2021-11-15 23:06:14.617000 322019.0 1.0
73 71 mimesis https://github.com/lk-geimfari/mimesis Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. testing 28 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000000 2021-11-24 16:49:16.000000 2021-11-24 16:49:09.000000 280.0 296.0 3420.0 2021-11-05 21:30:41.000000 5.1.0 32.0 109.0 4.0 mimesis 2083.0 84.0 https://pypi.org/project/mimesis 2021-11-05 21:30:41.000000 84.0 84009.0 84011.0 2.0 184.0
74 72 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 28 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000000 2021-11-25 04:56:30.000000 2021-11-01 21:52:52.000000 188.0 147.0 2248.0 2021-11-01 21:53:28.000000 2021.2.2 72.0 80.0 139.0 conda-forge/pudb pudb 4087.0 2661.0 https://pypi.org/project/pudb 2021-11-01 21:53:28.000000 1426.0 161069.0 162809.0 https://anaconda.org/conda-forge/pudb 2021-08-21 21:47:40.449000 111400.0 2.0
75 73 pyelftools https://github.com/eliben/pyelftools Parsing ELF and DWARF in Python. debugging 28 True eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000000 2021-11-17 23:51:53.000000 2021-11-17 23:51:53.000000 403.0 118.0 1335.0 8.0 80.0 55.0 conda-forge/pyelftools pyelftools 579.0 3602.0 2718.0 https://pypi.org/project/pyelftools 2020-10-27 13:45:19.000000 884.0 771897.0 773050.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901000 78441.0 2.0
76 74 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 28 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579000 2021-11-24 17:35:49.000000 2021-11-24 17:35:49.000000 254.0 2658.0 1283.0 2021-08-05 19:31:22.000000 4.2.0 14.0 138.0 655.0 conda-forge/scons scons 7624.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000000 50.0 194541.0 198923.0 https://anaconda.org/conda-forge/scons 2021-11-17 22:33:26.201000 244810.0 2.0 382.0
77 75 radon https://github.com/rubik/radon Various code metrics for Python code. code-metrics 28 True rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000000 2021-10-12 16:51:48.000000 2021-08-08 13:24:47.000000 97.0 136.0 1261.0 2021-06-08 16:35:34.000000 5.0.1 53.0 49.0 20.0 conda-forge/radon radon 521.0 3201.0 2103.0 https://pypi.org/project/radon 2021-08-08 13:25:20.000000 1098.0 434842.0 435576.0 https://anaconda.org/conda-forge/radon 2021-09-07 09:02:03.415000 36004.0 2.0
78 76 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 28 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000000 2021-11-02 13:56:48.000000 2021-04-28 19:57:23.000000 98.0 72.0 1152.0 2021-01-15 19:34:46.000000 1.10.3 38.0 35.0 46.0 conda-forge/safety safety 372.0 3617.0 3073.0 https://pypi.org/project/safety 2021-01-15 19:34:46.000000 544.0 715421.0 721231.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958000 25084.0 2.0 99492.0
79 77 doit https://github.com/pydoit/doit task management & automation tool. build-tools 28 True pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000000 2021-11-24 13:15:11.000000 2021-11-19 15:45:38.000000 139.0 196.0 1126.0 2020-09-04 06:38:01.000000 0.33.1 43.0 60.0 64.0 conda-forge/doit doit 1391.0 1290.0 824.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000000 466.0 251931.0 253403.0 https://anaconda.org/conda-forge/doit 2021-11-19 15:16:09.445000 69229.0 2.0
80 78 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 28 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000000 2021-11-10 14:55:51.000000 2021-11-10 14:55:51.000000 51.0 38.0 753.0 2021-10-05 13:05:13.000000 1.3.3 18.0 27.0 16.0 conda-forge/yappi yappi 653.0 1134.0 494.0 https://pypi.org/project/yappi 2021-10-05 13:05:13.000000 640.0 938106.0 939876.0 https://anaconda.org/conda-forge/yappi 2021-11-07 16:26:03.838000 93837.0 2.0
81 79 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 28 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000000 2021-11-09 08:26:36.253000 2021-11-08 16:54:56.000000 76.0 69.0 718.0 2021-11-08 16:58:17.000000 6.6.0 63.0 30.0 1.0 conda-forge/colorlog colorlog 15996.0 12330.0 https://pypi.org/project/colorlog 2021-11-08 16:56:43.000000 3666.0 5084275.0 5090937.0 https://anaconda.org/conda-forge/colorlog 2021-11-09 08:26:36.253000 446389.0 2.0
82 80 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 28 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000000 2021-10-27 00:10:12.000000 2021-10-27 00:10:12.000000 84.0 75.0 614.0 2019-12-10 01:50:33.000000 0.8.1 14.0 31.0 34.0 conda-forge/astor astor 262.0 3756.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000000 3756.0 4674547.0 4699916.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971000 1395326.0 2.0
83 81 sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme Sphinx Bootstrap Theme. documentation 28 True ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000000 2021-10-02 23:08:01.000000 2021-10-02 23:08:01.000000 206.0 81.0 576.0 2021-09-12 03:26:49.000000 0.8.0 57.0 38.0 56.0 ['sphinx'] sphinx-bootstrap-theme 396.0 976.0 https://pypi.org/project/sphinx-bootstrap-theme 2021-09-12 03:26:49.000000 976.0 63131.0 63131.0 2.0
84 82 pylint-django https://github.com/PyCQA/pylint-django Pylint plugin for improving code analysis for when using Django. linters 28 True PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000000 2021-11-18 10:22:08.000000 2021-11-11 17:21:48.000000 101.0 150.0 486.0 2021-04-09 06:40:49.000000 2.4.3 49.0 60.0 34.0 ['pylint'] conda-forge/pylint-django pylint-django 549.0 17818.0 15572.0 https://pypi.org/project/pylint-django 2021-04-09 06:39:56.000000 2246.0 667663.0 669060.0 https://anaconda.org/conda-forge/pylint-django 2021-09-27 16:49:16.482000 87537.0 2.0 203.0
85 83 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 28 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000000 2021-04-02 23:49:37.000000 2021-04-02 23:49:37.000000 42.0 34.0 440.0 2017-01-26 22:13:14.000000 0.6.1 11.0 21.0 6.0 conda-forge/mccabe mccabe 142.0 259837.0 228827.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000000 31010.0 18680129.0 18735831.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536000 3620694.0 2.0
86 84 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 28 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000000 2021-10-26 05:16:28.000000 2021-10-04 22:40:52.000000 100.0 38.0 399.0 2021-10-04 22:43:34.000000 1.4.4 28.0 36.0 15.0 conda-forge/ddt ddt 222.0 6326.0 3842.0 https://pypi.org/project/ddt 2021-10-04 22:43:34.000000 2484.0 283882.0 285048.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932000 65318.0 2.0
87 85 gast https://github.com/serge-sans-paille/gast Python AST that abstracts the underlying Python version. ast 28 True serge-sans-paille/gast https://github.com/serge-sans-paille/gast BSD-3-Clause 2016-07-18 10:39:07.000000 2021-11-15 08:20:52.503000 2021-11-13 21:38:20.000000 24.0 25.0 117.0 2021-11-13 21:39:31.000000 0.5.3 20.0 10.0 1.0 conda-forge/gast gast 92.0 74273.0 70885.0 https://pypi.org/project/gast 2021-11-13 21:39:31.000000 3388.0 10056338.0 10088051.0 https://anaconda.org/conda-forge/gast 2021-11-15 08:20:52.503000 1331974.0 2.0
88 86 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 27 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000000 2021-11-25 11:45:20.000000 2021-11-17 21:54:41.000000 1736.0 4017.0 8606.0 2021-11-10 11:31:07.000000 4.7 33.0 415.0 327.0 conda-forge/pyinstaller pyinstaller 8019.0 0.0 https://pypi.org/project/pyinstaller 2021-11-10 11:29:41.000000 0.0 658447.0 670131.0 https://anaconda.org/conda-forge/pyinstaller 2021-11-13 17:34:17.088000 276940.0 2.0 720990.0
89 87 coala https://github.com/coala/coala coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming.. linters 27 True coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000000 2021-11-05 18:08:14.000000 2021-06-11 17:11:55.000000 1356.0 2371.0 3273.0 2017-05-30 10:07:57.000000 0.11.1 730.0 482.0 835.0 coala-bears 4487.0 218.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000000 208.0 5386.0 5387.0 2.0 147.0
90 88 memory-profiler https://github.com/pythonprofilers/memory_profiler Monitor Memory usage of Python code. profiling 27 True pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000000 2021-11-06 12:19:30.000000 2021-11-06 12:19:30.000000 321.0 102.0 3189.0 2018-08-16 03:16:49.000000 0.54.0 52.0 90.0 105.0 memory_profiler 644.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000000 534.0 426480.0 426480.0 2.0
91 89 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 27 True hynek/structlog https://github.com/hynek/structlog Apache-2.0 2013-08-13 15:55:58.000000 2021-11-25 14:24:41.000000 2021-11-25 14:19:14.000000 148.0 174.0 1811.0 2021-11-20 15:08:09.000000 21.3.0 25.0 81.0 25.0 conda-forge/structlog structlog 1206.0 https://pypi.org/project/structlog 2021-11-20 14:49:16.000000 1206.0 2524102.0 2526428.0 https://anaconda.org/conda-forge/structlog 2021-10-13 12:54:53.102000 148900.0 3.0
92 90 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 23:32:13.000000 2021-11-04 23:56:58.000000 2018-03-15 16:54:31.000000 593.0 129.0 1636.0 2016-11-25 22:13:29.000000 4.0.515 36.0 343.0 232.0 diamond 3219.0 130.0 68.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000000 62.0 53552.0 53552.0 2.0
93 91 flit https://github.com/takluyver/flit Simplified packaging of Python modules. build-tools 27 True takluyver/flit https://github.com/takluyver/flit BSD-3-Clause 2015-03-13 21:22:27.000000 2021-11-23 16:25:44.897000 2021-11-23 11:15:03.000000 86.0 187.0 1548.0 2021-11-23 11:11:36.000000 3.5.1 43.0 48.0 92.0 conda-forge/flit flit 1012.0 226.0 https://pypi.org/project/flit 2021-11-23 11:11:36.000000 226.0 384533.0 386250.0 https://anaconda.org/conda-forge/flit 2021-11-23 16:25:44.897000 97910.0 3.0
94 92 pybuilder https://github.com/pybuilder/pybuilder Software build automation tool for Python. build-tools 27 True pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000000 2021-11-08 14:01:49.000000 2021-11-08 13:47:19.000000 239.0 412.0 1344.0 2021-10-14 07:45:09.000000 0.13.3 650.0 36.0 89.0 pybuilder 1378.0 110.0 https://pypi.org/project/pybuilder 2021-11-08 14:01:49.000000 110.0 19245.0 19245.0 3.0
95 93 pyarmor https://github.com/dashingsoft/pyarmor A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. security 27 False dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000000 2021-11-25 04:03:03.000000 2021-11-25 03:59:38.000000 153.0 598.0 1247.0 2021-11-17 03:58:17.000000 7.0.3 229.0 17.0 16.0 pyarmor 3299.0 323.0 313.0 https://pypi.org/project/pyarmor 2021-11-17 03:58:17.000000 10.0 71733.0 71733.0 2.0 18.0
96 94 pytest-bdd https://github.com/pytest-dev/pytest-bdd BDD library for the py.test runner. testing 27 True pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000000 2021-11-22 20:53:12.000000 2021-11-14 17:17:30.000000 154.0 136.0 912.0 2021-10-25 16:25:47.000000 5.0.0 91.0 44.0 126.0 ['pytest'] conda-forge/pytest-bdd pytest-bdd 684.0 268.0 https://pypi.org/project/pytest-bdd 2021-10-25 16:25:47.000000 268.0 239520.0 240881.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114000 40835.0 2.0
97 95 pdbpp https://github.com/pdbpp/pdbpp pdb++, a drop-in replacement for pdb (the Python debugger). debugging 27 True pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000000 2021-10-16 20:16:40.000000 2021-09-28 22:57:23.000000 46.0 116.0 831.0 2021-07-09 22:22:20.000000 0.10.3 26.0 40.0 64.0 conda-forge/pdbpp pdbpp 697.0 3435.0 2407.0 https://pypi.org/project/pdbpp 2021-07-09 22:22:20.000000 1028.0 182164.0 183454.0 https://anaconda.org/conda-forge/pdbpp 2021-07-11 15:21:48.419000 65799.0 2.0
98 96 pytest-sugar https://github.com/Teemu/pytest-sugar a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail.. testing 27 False Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000000 2020-10-24 19:01:48.000000 2020-10-24 18:04:51.000000 54.0 68.0 751.0 2020-07-06 18:40:33.000000 0.9.4 25.0 36.0 35.0 ['pytest'] conda-forge/pytest-sugar pytest-sugar 344.0 13168.0 8588.0 https://pypi.org/project/pytest-sugar 2020-07-06 18:40:33.000000 4580.0 571308.0 573627.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029000 118314.0 2.0
99 97 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 15:33:15.000000 2021-11-15 15:05:28.000000 2021-10-12 11:29:16.000000 134.0 200.0 699.0 2021-01-27 21:57:28.000000 0.10.0 26.0 71.0 55.0 conda-forge/nose2 nose2 1004.0 6180.0 4242.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000000 1938.0 397708.0 398670.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004000 40441.0 2.0
100 98 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 27 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000000 2021-11-25 14:08:01.000000 2021-10-15 06:22:03.000000 173.0 207.0 524.0 2021-03-08 07:25:44.000000 2.13.4 105.0 89.0 139.0 zc.buildout 1629.0 1974.0 https://pypi.org/project/zc.buildout 2021-10-15 06:18:57.000000 1974.0 114430.0 114430.0 3.0
101 99 autoflake https://github.com/myint/autoflake Removes unused imports and unused variables as reported by pyflakes. refactoring 27 True myint/autoflake https://github.com/myint/autoflake MIT 2012-12-27 03:40:17.000000 2021-09-01 03:13:36.000000 2020-12-27 17:36:40.000000 49.0 33.0 453.0 2019-08-04 15:14:24.000000 1.3.1 36.0 17.0 33.0 conda-forge/autoflake autoflake 439.0 3891.0 3311.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000000 580.0 599037.0 606044.0 https://anaconda.org/conda-forge/autoflake 2021-05-26 15:10:21.374000 217229.0 2.0
102 100 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 18:57:12.000000 2021-06-11 10:22:42.000000 2021-06-11 10:22:09.000000 36.0 49.0 436.0 2021-06-11 10:22:42.000000 15.0.1 63.0 16.0 25.0 coloredlogs 273.0 11643.0 9547.0 https://pypi.org/project/coloredlogs 2021-06-11 10:22:42.000000 2096.0 2083314.0 2083314.0 3.0
103 101 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 27 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000000 2021-11-23 16:44:16.000000 2021-10-18 03:34:23.000000 32.0 92.0 367.0 2021-10-18 03:40:35.000000 1.8.1 48.0 22.0 47.0 conda-forge/darglint darglint 504.0 1233.0 1213.0 https://pypi.org/project/darglint 2021-10-18 03:40:35.000000 20.0 246850.0 247857.0 https://anaconda.org/conda-forge/darglint 2021-11-05 17:11:34.449000 26188.0 2.0
104 102 astunparse https://github.com/simonpercivall/astunparse An AST unparser for Python. ast 27 False simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000000 2021-07-27 09:28:31.000000 2019-12-22 18:11:19.000000 40.0 21.0 172.0 2019-12-22 18:12:11.000000 1.6.3 11.0 10.0 18.0 conda-forge/astunparse astunparse 86.0 32389.0 32207.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000000 182.0 5042363.0 5052304.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426000 526891.0 3.0
105 103 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 27 True zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000000 2021-10-19 22:36:39.426000 2021-10-19 07:06:59.000000 34.0 40.0 133.0 2021-10-19 07:07:05.000000 3.3.1 39.0 30.0 3.0 ['flake8'] conda-forge/flake8-quotes flake8-quotes 104.0 5286.0 3882.0 https://pypi.org/project/flake8-quotes 2021-10-19 07:07:05.000000 1404.0 642084.0 651432.0 https://anaconda.org/conda-forge/flake8-quotes 2021-10-19 22:36:39.426000 579602.0 2.0
106 104 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 27 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000000 2021-10-15 12:09:32.000000 2021-10-15 12:09:32.000000 40.0 40.0 112.0 2021-10-14 11:43:49.000000 4.1.1 33.0 29.0 13.0 ['flake8'] conda-forge/flake8-isort flake8-isort 272.0 5060.0 4132.0 https://pypi.org/project/flake8-isort 2021-10-14 11:43:49.000000 928.0 522891.0 523458.0 https://anaconda.org/conda-forge/flake8-isort 2021-10-14 14:17:41.684000 14188.0 2.0
107 105 pyenv https://github.com/pyenv/pyenv Simple Python version management. virtual-envs 26 True pyenv/pyenv https://github.com/pyenv/pyenv MIT 2012-08-31 06:57:52.000000 2021-11-23 19:05:37.000000 2021-11-23 17:22:59.000000 2234.0 1331.0 25327.0 2021-11-22 19:37:08.000000 2.2.2 52.0 347.0 30.0 pyenv 2771.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000000 1.0 6773.0 6773.0 2.0
108 106 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 26 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000000 2021-11-19 18:08:30.000000 2021-11-19 18:08:25.000000 4568.0 4450.0 21735.0 2021-10-01 07:03:02.000000 1.5.10 73.0 110.0 51.0 sqlmap 9877.0 8.0 https://pypi.org/project/sqlmap 2021-11-01 20:50:33.000000 8.0 5858.0 5858.0 3.0
109 107 gdbgui https://github.com/cs01/gdbgui Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in.. debugging 26 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000000 2021-11-20 23:30:56.000000 2021-09-06 05:46:27.000000 481.0 164.0 8301.0 2021-09-06 05:59:07.000000 0.15.0.1 93.0 38.0 113.0 gdbgui 427.0 123.0 121.0 https://pypi.org/project/gdbgui 2021-09-06 05:54:12.000000 2.0 157437.0 157810.0 3.0 5971.0
110 108 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 26 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000000 2021-11-23 07:02:26.000000 2021-11-22 21:18:45.000000 467.0 487.0 5470.0 2021-11-20 23:12:43.000000 1.17.0 65.0 21.0 25.0 playwright 552.0 552.0 https://pypi.org/project/playwright 2021-11-20 23:12:43.000000 0.0 145404.0 145404.0 3.0
111 109 Scalene https://github.com/plasma-umass/scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python. profiling 26 True plasma-umass/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000000 2021-11-24 21:08:45.000000 2021-11-24 21:08:42.000000 163.0 114.0 4740.0 2021-10-21 20:35:42.000000 1.3.16 115.0 23.0 36.0 scalene 2041.0 73.0 73.0 https://pypi.org/project/scalene 2021-10-21 20:35:42.000000 0.0 4998.0 4998.0 2.0
112 110 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 26 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000000 2021-11-15 12:40:54.294000 2021-11-14 19:17:40.000000 150.0 79.0 3603.0 2021-11-14 19:24:48.000000 4.1.1 36.0 36.0 13.0 conda-forge/pyinstrument pyinstrument 560.0 424.0 https://pypi.org/project/pyinstrument 2021-11-14 19:24:48.000000 136.0 252216.0 253659.0 https://anaconda.org/conda-forge/pyinstrument 2021-11-15 12:40:54.294000 89495.0 2.0
113 111 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 26 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151000 2021-11-19 17:44:33.000000 2021-09-27 19:50:57.000000 250.0 20.0 3527.0 2021-09-24 04:49:37.000000 3.3.1 8.0 27.0 29.0 conda-forge/line_profiler line_profiler 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000000 692.0 127987.0 131285.0 https://anaconda.org/conda-forge/line_profiler 2021-11-13 04:18:41.049000 217728.0 2.0
114 112 detect-secrets https://github.com/Yelp/detect-secrets An enterprise friendly way of detecting and preventing secrets in code. security 26 True Yelp/detect-secrets https://github.com/Yelp/detect-secrets Apache-2.0 2017-12-05 00:38:38.000000 2021-11-15 18:55:16.000000 2021-11-15 18:55:16.000000 244.0 152.0 2053.0 2021-04-14 21:25:44.000000 1.1.0 34.0 53.0 83.0 detect-secrets 1100.0 34.0 https://pypi.org/project/detect-secrets 2021-04-14 21:25:44.000000 34.0 213083.0 213083.0 3.0
115 113 notifiers https://github.com/liiight/notifiers The easy way to send notifications. logging 26 True liiight/notifiers https://github.com/liiight/notifiers MIT 2017-06-01 10:20:18.000000 2021-11-22 17:18:17.000000 2021-09-22 08:42:01.000000 77.0 54.0 2021.0 2021-08-23 20:42:56.000000 1.3.0 26.0 16.0 38.0 notifiers 426.0 196.0 190.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000000 6.0 275599.0 275599.0 3.0
116 114 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 26 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000000 2021-11-25 02:09:04.000000 2021-11-25 01:51:33.000000 212.0 616.0 1994.0 2021-11-25 02:09:04.000000 2.1.56 145.0 101.0 140.0 pex 230.0 https://pypi.org/project/pex 2021-11-25 02:09:04.000000 230.0 164666.0 174057.0 2.0 488368.0
117 115 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 26 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647000 2021-10-27 20:37:28.000000 2021-10-27 20:37:28.000000 91.0 135.0 1950.0 2021-01-16 17:51:40.000000 2.3 42.0 29.0 14.0 conda-forge/vulture vulture 682.0 1630.0 1270.0 https://pypi.org/project/vulture 2021-01-16 17:49:50.000000 360.0 175100.0 175896.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062000 50154.0 2.0
118 116 pympler https://github.com/pympler/pympler Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. profiling 26 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000000 2021-10-23 22:36:46.000000 2021-10-23 22:00:52.000000 68.0 48.0 835.0 2016-03-31 11:48:42.000000 0.4.3 15.0 29.0 35.0 conda-forge/pympler pympler 468.0 478.0 https://pypi.org/project/pympler 2020-10-14 20:27:50.000000 478.0 692551.0 695651.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935000 173634.0 2.0
119 117 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 10:55:33.000000 2021-06-14 13:01:06.000000 2021-06-14 13:01:06.000000 86.0 78.0 824.0 2021-04-17 19:47:26.000000 3.4.1 41.0 34.0 76.0 ['pytest'] conda-forge/pytest-benchmark pytest-benchmark 986.0 3072.0 2342.0 https://pypi.org/project/pytest-benchmark 2021-04-17 19:47:26.000000 730.0 441257.0 456874.0 https://anaconda.org/conda-forge/pytest-benchmark 2021-04-18 21:19:04.860000 1061985.0 3.0
120 118 pylama https://github.com/klen/pylama Code audit tool for python. linters 26 True klen/pylama https://github.com/klen/pylama MIT 2012-08-17 10:10:10.000000 2021-11-24 22:04:20.000000 2021-11-24 22:04:18.000000 79.0 53.0 820.0 2019-04-10 18:20:47.000000 7.7.1 99.0 41.0 72.0 pylama 689.0 3810.0 2806.0 https://pypi.org/project/pylama 2019-04-10 18:20:47.000000 1004.0 86255.0 86255.0 2.0 2.0
121 119 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 26 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000000 2021-11-22 23:00:15.000000 2021-11-22 22:58:44.000000 67.0 141.0 765.0 2021-11-22 23:00:15.000000 2.13.2 44.0 18.0 33.0 conda-forge/typeguard typeguard 261.0 158.0 https://pypi.org/project/typeguard 2021-11-22 23:00:15.000000 158.0 9710137.0 9712011.0 https://anaconda.org/conda-forge/typeguard 2021-10-11 07:35:51.312000 63717.0 3.0
122 120 pdoc3 https://github.com/pdoc3/pdoc Auto-generate API documentation for Python projects. documentation 26 True pdoc3/pdoc https://github.com/pdoc3/pdoc AGPL-3.0 2019-01-02 02:32:40.000000 2021-11-08 07:00:59.000000 2021-09-24 14:45:57.000000 119.0 183.0 749.0 2021-08-03 14:51:19.000000 0.10.0 34.0 56.0 87.0 pdoc3 569.0 1239.0 1149.0 https://pypi.org/project/pdoc3 2021-08-03 14:51:19.000000 90.0 219141.0 219141.0 2.0
123 121 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 26 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000000 2021-11-22 18:19:16.000000 2021-10-12 06:04:37.000000 148.0 286.0 521.0 2021-09-11 19:20:03.000000 6.3.2 47.0 92.0 81.0 conda-forge/setuptools_scm setuptools_scm 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000000 694.0 15538811.0 15550855.0 https://anaconda.org/conda-forge/setuptools_scm 2021-09-11 22:03:30.037000 819021.0 3.0
124 122 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 20:41:41.000000 2021-11-17 10:31:34.000000 2021-10-08 05:38:23.000000 71.0 70.0 372.0 2020-10-12 20:37:53.000000 1.11.1 28.0 30.0 56.0 ['sphinx'] conda-forge/sphinx-autodoc-typehints sphinx-autodoc-typehints 178.0 1380.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000000 1380.0 335770.0 340880.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2021-04-15 04:06:00.666000 245309.0 2.0
125 123 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 18:32:52.000000 2021-10-20 14:00:58.000000 2021-10-20 14:00:57.000000 53.0 69.0 344.0 2021-08-08 02:45:08.000000 0.12.1 23.0 31.0 12.0 conda-forge/pep8-naming pep8-naming 11303.0 8275.0 https://pypi.org/project/pep8-naming 2021-08-08 02:45:08.000000 3028.0 1219791.0 1222779.0 https://anaconda.org/conda-forge/pep8-naming 2021-08-08 04:41:02.577000 206214.0 2.0
126 124 interrogate https://github.com/econchick/interrogate Explain yourself! Interrogate a codebase for docstring coverage. documentation 26 True econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000000 2021-11-22 07:09:19.000000 2021-09-10 23:10:55.000000 24.0 23.0 324.0 2021-09-10 23:05:20.000000 1.5.0 14.0 11.0 8.0 interrogate 172.0 1082.0 1082.0 https://pypi.org/project/interrogate 2021-09-10 23:05:20.000000 0.0 86039.0 86039.0 2.0
127 125 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 26 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000000 2021-10-29 16:01:57.000000 2021-10-05 18:21:10.000000 16.0 271.0 160.0 2021-09-27 15:32:37.000000 0.26.1 42.0 26.0 103.0 py2app 695.0 5467.0 3825.0 https://pypi.org/project/py2app 2021-09-27 15:32:37.000000 1642.0 12466.0 12466.0 2.0
128 126 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 25 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000000 2021-11-25 02:48:08.000000 2021-11-25 02:43:33.000000 389.0 2101.0 7393.0 2021-11-25 02:48:09.000000 1.1.190 271.0 65.0 16.0 159.0 155.0 166023.0 3.0 pyright https://www.npmjs.com/package/pyright 2021-11-25 02:44:30.476000 4.0 166023.0
129 127 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 25 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000000 2021-11-25 00:12:29.000000 2021-11-25 00:12:27.000000 366.0 204.0 5681.0 2021-10-29 20:10:20.000000 0.9.8 66.0 179.0 78.0 pyre-check 46.0 https://pypi.org/project/pyre-check 2021-10-29 20:10:20.000000 46.0 29788.0 29788.0 3.0
130 128 pytype https://github.com/google/pytype A static type analyzer for Python code. linters 25 True google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000000 2021-11-24 22:55:09.000000 2021-11-24 22:29:36.000000 221.0 359.0 3519.0 2021-11-24 22:40:22.000000 2021.11.24 118.0 70.0 96.0 conda-forge/pytype pytype 88.0 https://pypi.org/project/pytype 2021-11-24 22:40:22.000000 88.0 148871.0 152380.0 https://anaconda.org/conda-forge/pytype 2021-11-18 19:24:48.868000 63166.0 3.0 -3.0
131 129 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 25 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000000 2021-11-23 16:53:30.000000 2021-11-23 16:53:30.000000 85.0 238.0 1281.0 2021-11-16 01:14:15.000000 2.29.1 121.0 21.0 10.0 conda-forge/pyupgrade pyupgrade 798.0 10.0 https://pypi.org/project/pyupgrade 2021-11-16 01:14:15.000000 10.0 121330.0 129514.0 https://anaconda.org/conda-forge/pyupgrade 2021-11-16 02:58:30.868000 278261.0 2.0
132 130 green https://github.com/CleanCut/green Green is a clean, colorful, fast python test runner. testing 25 True CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000000 2021-07-24 08:50:12.000000 2021-07-16 01:00:57.000000 75.0 165.0 716.0 2021-07-16 01:03:10.000000 3.3.0 141.0 37.0 6.0 conda-forge/green green 1048.0 974.0 616.0 https://pypi.org/project/green 2021-07-16 01:03:10.000000 358.0 17781.0 19574.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157000 89651.0 3.0
133 131 asv https://github.com/airspeed-velocity/asv Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. testing 25 True airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000000 2021-11-08 20:30:28.394000 2021-08-15 10:06:12.000000 130.0 301.0 619.0 2020-05-16 12:35:26.000000 0.4.2 16.0 55.0 113.0 conda-forge/asv asv 1894.0 292.0 204.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000000 88.0 29918.0 39314.0 https://anaconda.org/conda-forge/asv 2021-11-08 20:30:28.394000 544984.0 3.0
134 132 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 02:08:20.000000 2021-08-21 18:28:52.305000 2019-06-15 20:36:43.000000 48.0 41.0 605.0 2018-05-20 19:52:16.000000 4.2.0 17.0 16.0 39.0 ['pytest'] conda-forge/pytest-watch pytest-watch 183.0 3894.0 3112.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000000 782.0 252582.0 253720.0 https://anaconda.org/conda-forge/pytest-watch 2021-08-21 18:28:52.305000 52368.0 3.0
135 133 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 25 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000000 2021-11-22 23:28:25.000000 2021-11-22 23:28:20.000000 87.0 49.0 584.0 2020-03-02 14:42:32.000000 2.0.2 22.0 36.0 16.0 conda-forge/pyhamcrest pyhamcrest 3392.0 https://pypi.org/project/pyhamcrest 2020-03-02 14:42:32.000000 3392.0 916083.0 921876.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195000 382401.0 3.0
136 134 wasabi https://github.com/ines/wasabi A lightweight console printing and formatting toolkit. logging 25 True ines/wasabi https://github.com/ines/wasabi MIT 2018-11-17 14:40:55.000000 2021-08-06 12:46:34.000000 2021-01-31 03:56:30.000000 18.0 3.0 309.0 2021-01-31 04:00:51.000000 0.8.2 34.0 4.0 3.0 conda-forge/wasabi wasabi 203.0 15058.0 14644.0 https://pypi.org/project/wasabi 2021-01-31 04:00:51.000000 414.0 3169530.0 3184732.0 https://anaconda.org/conda-forge/wasabi 2021-02-01 05:11:04.383000 501668.0 3.0 -1.0
137 135 check-manifest https://github.com/mgedmin/check-manifest Tool to check the completeness of MANIFEST.in for Python packages. linters 25 True mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000000 2021-10-16 09:35:31.000000 2021-10-16 09:35:29.000000 31.0 72.0 244.0 41.0 20.0 16.0 conda-forge/check-manifest check-manifest 527.0 8712.0 6908.0 https://pypi.org/project/check-manifest 2021-09-22 09:08:46.000000 1804.0 190582.0 191596.0 https://anaconda.org/conda-forge/check-manifest 2021-09-22 11:40:52.389000 35518.0 3.0
138 136 pytest-mypy https://github.com/dbader/pytest-mypy Mypy static type checker plugin for Pytest. testing 25 True dbader/pytest-mypy https://github.com/dbader/pytest-mypy MIT 2016-09-29 14:39:23.000000 2021-06-16 15:01:08.000000 2021-06-16 15:01:08.000000 32.0 38.0 192.0 2021-03-21 15:51:09.000000 0.8.1 17.0 15.0 9.0 ['pytest'] conda-forge/pytest-mypy pytest-mypy 222.0 1635.0 1369.0 https://pypi.org/project/pytest-mypy 2021-03-21 15:51:09.000000 266.0 450600.0 451433.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057000 17510.0 3.0
139 137 asteval https://github.com/newville/asteval minimalistic evaluator of python expression using ast module. ast 25 True newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000000 2021-09-25 04:16:51.000000 2021-09-25 04:16:29.000000 32.0 46.0 125.0 2021-06-22 12:00:47.000000 0.9.25 25.0 19.0 6.0 conda-forge/asteval asteval 417.0 915.0 677.0 https://pypi.org/project/asteval 2021-06-22 12:00:47.000000 238.0 142400.0 144850.0 https://anaconda.org/conda-forge/asteval 2021-02-27 14:24:12.922000 149475.0 3.0
140 138 pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Testinfra test your infrastructures. testing 24 True pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000000 2021-11-18 12:52:50.000000 2021-11-18 12:52:49.000000 283.0 199.0 1973.0 2021-06-20 21:23:39.000000 6.4.0 5.0 106.0 116.0 ['pytest'] pytest-testinfra 679.0 0.0 https://pypi.org/project/pytest-testinfra 2021-06-20 21:23:39.000000 0.0 110760.0 110760.0 3.0
141 139 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 24 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000000 2021-07-18 13:18:20.000000 2020-11-16 01:36:32.000000 594.0 117.0 1739.0 2020-11-16 03:43:07.000000 1.0.2 41.0 13.0 171.0 uiautomator 316.0 321.0 199.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000000 122.0 29694.0 29694.0 3.0
142 140 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 24 True dephell/dephell https://github.com/dephell/dephell MIT 2018-08-31 17:39:18.000000 2021-01-11 21:31:40.000000 2021-01-11 21:31:39.000000 104.0 161.0 1728.0 2020-04-28 06:31:17.000000 .0.8.3 30.0 37.0 108.0 dephell 2145.0 327.0 319.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000000 8.0 10086.0 10091.0 3.0 164.0
143 141 briefcase https://github.com/beeware/briefcase Tools to support converting a Python project into a standalone native application. packaging 24 True beeware/briefcase https://github.com/beeware/briefcase BSD-3-Clause 2015-07-28 15:20:03.000000 2021-11-21 23:26:57.000000 2021-11-17 23:01:54.000000 205.0 256.0 1257.0 2021-03-06 05:36:18.000000 0.3.5 35.0 87.0 99.0 briefcase 1220.0 24.0 https://pypi.org/project/briefcase 2021-03-06 05:37:12.000000 24.0 3313.0 3313.0 2.0
144 142 pdoc https://github.com/mitmproxy/pdoc API Documentation for Python Projects. documentation 24 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000000 2021-11-24 21:27:56.000000 2021-11-24 21:27:56.000000 119.0 186.0 1083.0 2021-10-29 15:14:31.000000 8.0.1 72.0 32.0 7.0 pdoc 739.0 451.0 https://pypi.org/project/pdoc 2021-10-29 15:14:31.000000 288.0 95108.0 95108.0 3.0
145 143 nox https://github.com/theacodes/nox Flexible test automation for Python. testing 24 True theacodes/nox https://github.com/theacodes/nox Apache-2.0 2016-02-24 04:02:58.000000 2021-11-19 16:50:14.000000 2021-11-19 16:50:14.000000 100.0 203.0 660.0 2021-10-01 13:11:23.000000 2021.10.1 21.0 63.0 36.0 ['pytest'] conda-forge/nox nox 56.0 https://pypi.org/project/nox 2021-10-01 13:11:23.000000 56.0 639798.0 640942.0 https://anaconda.org/conda-forge/nox 2021-10-02 18:40:08.510000 42346.0 3.0
146 144 Mamba Test Runner https://github.com/nestorsalceda/mamba The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). testing 24 True nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000000 2021-10-21 18:03:56.000000 2020-11-16 12:31:58.000000 64.0 52.0 477.0 2020-11-16 12:36:24.000000 0.11.2 21.0 22.0 45.0 mamba 468.0 602.0 382.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000000 220.0 22356.0 22356.0 3.0
147 145 paver https://github.com/paver/paver Python-based project scripting. build-tools 24 True paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000000 2021-06-21 14:55:20.000000 2021-06-21 14:55:20.000000 78.0 93.0 444.0 2017-12-31 01:13:41.000000 1.3.4 28.0 45.0 37.0 conda-forge/paver paver 534.0 1908.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000000 1908.0 35609.0 36000.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122000 23475.0 3.0
148 146 py2exe https://github.com/py2exe/py2exe A distutils extension to create standalone Windows programs from Python code. packaging 24 True py2exe/py2exe https://github.com/py2exe/py2exe MIT 2019-03-11 13:16:35.000000 2021-11-16 21:28:10.000000 2021-11-16 21:13:22.000000 42.0 86.0 321.0 2021-11-16 21:26:10.000000 0.11.0.1 12.0 14.0 5.0 py2exe 1005.0 1683.0 1337.0 https://pypi.org/project/py2exe 2021-11-16 21:28:10.000000 346.0 24213.0 24420.0 2.0 6649.0
149 147 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 24 False PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000000 2021-03-12 04:22:24.000000 2020-08-04 12:21:12.000000 61.0 85.0 249.0 2019-03-04 08:39:11.000000 0.18.1 34.0 40.0 13.0 ['flake8'] conda-forge/flake8-import-order flake8-import-order 274.0 1892.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000000 1892.0 354362.0 357719.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199000 201472.0 3.0
150 148 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 24 True myint/docformatter https://github.com/myint/docformatter MIT 2012-05-26 21:40:48.000000 2021-08-19 05:41:14.000000 2020-12-27 18:10:35.000000 32.0 22.0 238.0 2019-11-10 16:23:03.000000 1.3.1 48.0 15.0 27.0 docformatter 441.0 869.0 759.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000000 110.0 88971.0 88971.0 3.0
151 149 releases https://github.com/bitprophet/releases A powerful Sphinx changelog-generating extension. documentation 24 True bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000000 2021-09-24 20:54:13.000000 2021-09-24 20:54:11.000000 36.0 43.0 160.0 2020-01-11 00:29:49.000000 1.6.3 32.0 10.0 33.0 ['sphinx'] releases 522.0 1097.0 391.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000000 706.0 9558.0 9558.0 3.0
152 150 flake8-commas https://github.com/PyCQA/flake8-commas Flake8 extension for enforcing trailing commas in python. linters 24 True PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas MIT 2015-12-16 09:25:13.000000 2021-10-13 19:25:52.000000 2021-10-13 19:25:45.000000 23.0 26.0 128.0 2021-10-13 19:25:39.000000 2.1.0 20.0 12.0 5.0 ['flake8'] flake8-commas 176.0 550.0 https://pypi.org/project/flake8-commas 2021-10-13 19:25:39.000000 550.0 240864.0 240864.0 3.0
153 151 Bpytop https://github.com/aristocratos/bpytop Linux/OSX/FreeBSD resource monitor. profiling 23 True aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000000 2021-10-15 06:13:20.000000 2021-09-18 13:43:42.000000 306.0 216.0 7821.0 2021-06-07 14:44:29.000000 1.0.67 52.0 30.0 52.0 bpytop 399.0 0.0 https://pypi.org/project/bpytop 2021-06-07 14:44:29.000000 0.0 8950.0 8950.0 3.0
154 152 icecream https://github.com/gruns/icecream Never use print() to debug again. debugging 23 True gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000000 2021-11-25 13:01:24.000000 2021-08-31 15:45:26.000000 111.0 56.0 5550.0 2021-06-22 20:52:25.000000 2.1.1 15.0 16.0 26.0 icecream 213.0 6.0 https://pypi.org/project/icecream 2021-06-22 20:47:50.000000 6.0 115206.0 115206.0 3.0
155 153 pipx https://github.com/pypa/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 23 True pypa/pipx https://github.com/pypa/pipx MIT 2018-10-06 18:47:46.000000 2021-11-24 14:00:01.000000 2021-11-24 14:00:00.000000 188.0 339.0 4301.0 2021-09-26 09:07:51.000000 0.16.5 46.0 65.0 93.0 pipx 4.0 https://pypi.org/project/pipx 2021-08-05 07:45:12.000000 4.0 100648.0 100648.0 3.0
156 154 better-exceptions https://github.com/Qix-/better-exceptions Pretty and useful exceptions in Python, automatically. logging 23 True Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000000 2021-10-19 01:43:50.000000 2021-10-19 01:43:50.000000 195.0 41.0 4069.0 2021-01-29 16:48:55.000000 0.3.3 16.0 15.0 29.0 better-exceptions 99.0 74.0 https://pypi.org/project/better-exceptions 2021-01-29 16:48:55.000000 74.0 25781.0 25781.0 3.0
157 155 rebound https://github.com/shobrook/rebound Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. logging 23 True shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872000 2021-11-17 17:47:34.225000 2021-01-04 03:14:37.000000 350.0 38.0 3747.0 2021-11-17 15:34:55.000000 3.18.1 172.0 16.0 20.0 conda-forge/rebound rebound 166.0 36.0 22.0 https://pypi.org/project/rebound 2021-11-17 15:34:55.000000 14.0 1822.0 4793.0 https://anaconda.org/conda-forge/rebound 2021-11-17 17:47:34.225000 160252.0 3.0 175.0
158 156 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 13:05:10.000000 2021-11-25 13:09:14.108000 2021-11-25 11:35:44.000000 126.0 458.0 2434.0 2021-11-22 09:01:26.000000 2021.11.19 82.0 62.0 193.0 conda-forge/mamba 1557.0 49579.0 https://anaconda.org/conda-forge/mamba 2021-11-25 13:09:14.108000 1586556.0 3.0 2.0
159 157 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 10:58:47.000000 2021-03-18 20:44:50.000000 2021-01-01 18:48:26.000000 33.0 15.0 1149.0 2020-10-31 13:10:42.000000 0.2.5 14.0 6.0 11.0 stackprinter 159.0 86.0 82.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000000 4.0 416943.0 416943.0 3.0 -1.0
160 158 cx_Freeze https://github.com/marcelotduarte/cx_Freeze Create standalone executables from Python scripts, with the same performance and is cross-platform. packaging 23 True marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze PSF-2.0 2017-01-22 04:25:52.000000 2021-11-23 17:31:58.299000 2021-11-23 04:20:45.000000 170.0 639.0 823.0 2021-11-23 04:21:55.000000 6.8.3 34.0 93.0 65.0 conda-forge/cx_freeze cx_freeze 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000000 153.0 54250.0 57213.0 https://anaconda.org/conda-forge/cx_freeze 2021-11-23 17:31:58.299000 100747.0 3.0
161 159 redbaron https://github.com/PyCQA/redbaron Bottom-up approach to refactoring in python. refactoring 23 False pycqa/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000000 2020-12-13 18:51:56.000000 2019-08-11 17:42:44.000000 66.0 46.0 618.0 2019-03-17 19:03:54.000000 0.9.2 15.0 34.0 80.0 redbaron 1669.0 506.0 334.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000000 172.0 33619.0 33619.0 2.0
162 160 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 23 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000000 2021-11-22 12:51:12.000000 2021-11-10 20:51:55.000000 89.0 48.0 602.0 2021-11-03 13:04:54.000000 2.4.0 18.0 38.0 23.0 conda-forge/prettytable prettytable 365.0 0.0 https://pypi.org/project/prettytable 2021-11-03 13:04:54.000000 0.0 3924040.0 3929138.0 https://anaconda.org/conda-forge/prettytable 2021-11-03 16:22:13.588000 331397.0 3.0
163 161 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 23 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000000 2021-10-22 07:06:32.000000 2021-10-22 07:00:49.000000 29.0 88.0 503.0 2021-10-22 07:01:51.000000 1.2.2 39.0 16.0 28.0 ['pytest'] conda-forge/pytest-testmon pytest-testmon 287.0 98.0 https://pypi.org/project/pytest-testmon 2021-10-22 07:01:51.000000 98.0 95271.0 96001.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063000 32883.0 3.0
164 162 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 23 True dropbox/mypy-protobuf https://github.com/dropbox/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000000 2021-11-25 01:32:28.000000 2021-11-20 07:44:55.000000 62.0 91.0 407.0 2021-10-12 20:17:02.000000 3.0.0 36.0 30.0 5.0 mypy-protobuf 24.0 https://pypi.org/project/mypy-protobuf 2021-10-12 20:17:02.000000 24.0 1102363.0 1102363.0 3.0
165 163 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 23 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000000 2021-11-25 10:55:28.000000 2021-11-25 10:55:27.000000 22.0 41.0 378.0 2021-11-10 23:04:22.000000 3.10.2 27.0 16.0 5.0 pytest-randomly 214.0 https://pypi.org/project/pytest-randomly 2021-11-10 23:04:22.000000 214.0 379962.0 379962.0 3.0
166 164 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 23 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000000 2021-06-24 02:56:51.000000 2021-03-14 13:43:08.000000 51.0 44.0 362.0 2021-03-14 13:46:47.000000 2021.3.14 15.0 17.0 13.0 ['sphinx'] conda-forge/sphinx-autobuild sphinx-autobuild 4682.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000000 4682.0 209045.0 210462.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297000 77938.0 3.0
167 165 flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions A flake8 plugin to help you write better list/set/dict comprehensions. linters 23 True adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000000 2021-11-25 10:55:24.000000 2021-11-25 10:55:23.000000 15.0 33.0 313.0 2021-10-11 13:39:20.000000 3.7.0 30.0 12.0 7.0 ['flake8'] conda-forge/flake8-comprehensions flake8-comprehensions 714.0 https://pypi.org/project/flake8-comprehensions 2021-10-11 13:39:20.000000 714.0 568195.0 575852.0 https://anaconda.org/conda-forge/flake8-comprehensions 2021-10-12 17:53:54.156000 459453.0 3.0
168 166 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 23 False PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000000 2021-10-05 07:57:09.000000 2020-02-10 02:47:14.000000 51.0 29.0 265.0 2019-02-25 23:55:38.000000 0.8 19.0 31.0 47.0 baron 1489.0 295.0 183.0 https://pypi.org/project/baron 2019-02-01 15:17:04.000000 112.0 33878.0 33878.0 2.0
169 167 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 23 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000000 2021-11-11 08:07:30.000000 2021-11-11 08:07:28.000000 7.0 27.0 206.0 2021-10-19 12:43:12.000000 1.2.0 12.0 13.0 1.0 ['flake8'] flake8-eradicate 328.0 72.0 https://pypi.org/project/flake8-eradicate 2021-10-19 12:43:12.000000 72.0 240662.0 240662.0 3.0
170 168 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 23 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000000 2021-11-22 17:50:50.000000 2021-11-22 17:50:49.000000 8.0 14.0 101.0 2021-07-16 22:59:22.000000 0.2.3 11.0 5.0 7.0 ['flake8'] conda-forge/flake8-black flake8-black 99.0 1551.0 1515.0 https://pypi.org/project/flake8-black 2021-07-16 22:59:22.000000 36.0 231311.0 237226.0 https://anaconda.org/conda-forge/flake8-black 2021-07-17 00:37:54.092000 171551.0 3.0
171 169 vprof https://github.com/nvdv/vprof Visual profiler for Python. profiling 22 True nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000000 2021-02-20 07:50:28.000000 2021-02-20 07:47:40.000000 167.0 56.0 3789.0 2018-06-24 14:16:36.000000 0.37.6 24.0 17.0 25.0 vprof 619.0 103.0 85.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000000 18.0 3566.0 3566.0 3.0
172 170 MonkeyType https://github.com/Instagram/MonkeyType A system for Python that generates static type annotations by collecting runtime types. refactoring 22 True Instagram/MonkeyType https://github.com/Instagram/MonkeyType BSD-3-Clause 2017-07-11 00:19:00.000000 2021-10-03 07:01:51.000000 2021-09-15 00:20:06.000000 127.0 112.0 3572.0 2021-05-21 22:24:36.000000 21.5.0 21.0 37.0 37.0 conda-forge/monkeytype monkeytype 190.0 156.0 https://pypi.org/project/monkeytype 2021-05-21 22:24:36.000000 34.0 34997.0 35802.0 https://anaconda.org/conda-forge/monkeytype 2021-05-22 12:13:35.937000 37073.0 3.0
173 171 alive-progress https://github.com/rsalmei/alive-progress A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!. logging 22 True rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000000 2021-11-06 05:27:06.000000 2021-11-06 05:27:01.000000 117.0 66.0 2864.0 2021-10-19 01:28:57.000000 2.1.0 21.0 1.0 25.0 conda-forge/alive-progress alive-progress 483.0 483.0 https://pypi.org/project/alive-progress 2021-10-19 01:28:57.000000 0.0 25350.0 25875.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990000 11026.0 3.0
174 172 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 22 False python-security/pyt https://github.com/python-security/pyt GPL-2.0 2016-10-26 15:34:48.000000 2020-12-25 03:47:37.000000 2020-03-08 21:43:06.000000 224.0 76.0 2057.0 2018-11-01 16:02:57.000000 0.42 15.0 22.0 21.0 python-taint 1576.0 77.0 55.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000000 22.0 2522.0 2523.0 3.0 68.0
175 173 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 22 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000000 2021-03-29 17:53:40.000000 2019-12-20 19:59:49.000000 143.0 28.0 758.0 2018-07-25 01:42:48.000000 0.6.0 11.0 36.0 29.0 pycco 222.0 463.0 239.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000000 224.0 1952.0 1952.0 3.0
176 174 pynsist https://github.com/takluyver/pynsist Build Windows installers for Python applications. packaging 22 True takluyver/pynsist https://github.com/takluyver/pynsist MIT 2014-03-30 19:11:21.000000 2021-11-24 20:06:45.000000 2021-11-24 20:06:45.000000 101.0 132.0 730.0 2020-07-03 08:11:24.000000 2.5.1 21.0 28.0 25.0 pynsist 548.0 88.0 https://pypi.org/project/pynsist 2021-03-28 16:28:58.000000 88.0 1822.0 1822.0 3.0
177 175 snoop https://github.com/alexmojaki/snoop A powerful set of Python debugging tools, based on PySnooper. debugging 22 True alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000000 2021-11-11 16:57:18.000000 2021-11-11 16:24:42.000000 24.0 19.0 656.0 2021-11-11 16:57:18.000000 0.4.1 12.0 21.0 18.0 snoop 418.0 8.0 https://pypi.org/project/snoop 2021-11-11 16:57:18.000000 8.0 26531.0 26531.0 3.0
178 176 python-hunter https://github.com/ionelmc/python-hunter Hunter is a flexible code tracing toolkit. debugging 22 True ionelmc/python-hunter https://github.com/ionelmc/python-hunter BSD-2-Clause 2015-03-16 18:03:16.000000 2021-10-13 15:22:29.000000 2021-10-13 15:22:29.000000 35.0 50.0 653.0 2021-06-23 20:47:14.000000 3.3.8 45.0 9.0 37.0 hunter 959.0 105.0 71.0 https://pypi.org/project/hunter 2021-06-23 20:47:14.000000 34.0 7013.0 7013.0 3.0
179 177 mkdocstrings https://github.com/mkdocstrings/mkdocstrings Automatic documentation from sources, for MkDocs. documentation 22 True mkdocstrings/mkdocstrings https://github.com/mkdocstrings/mkdocstrings ISC 2019-12-09 18:09:09.000000 2021-10-31 13:05:20.000000 2021-10-31 13:05:19.000000 58.0 156.0 537.0 2021-10-04 10:44:56.000000 0.16.2 40.0 25.0 51.0 ['mkdocs'] conda-forge/mkdocstrings mkdocstrings 464.0 0.0 https://pypi.org/project/mkdocstrings 2021-10-04 10:44:56.000000 0.0 89796.0 90580.0 https://anaconda.org/conda-forge/mkdocstrings 2021-10-04 21:04:52.323000 10202.0 3.0
180 178 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 22 True tvorog/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000000 2021-11-17 16:12:56.000000 2021-11-17 16:10:48.000000 15.0 20.0 223.0 2020-02-01 18:04:00.000000 0.6.3 12.0 8.0 15.0 ['pytest'] conda-forge/pytest-lazy-fixture pytest-lazy-fixture 95.0 540.0 478.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000000 62.0 236944.0 242296.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818000 294400.0 3.0
181 179 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 22 True zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000000 2021-10-05 01:44:06.000000 2021-10-05 01:31:10.000000 34.0 44.0 217.0 2021-10-05 01:33:27.000000 0.5.10 24.0 11.0 41.0 ['mkdocs'] mkdocs-pdf-export-plugin 72.0 181.0 177.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2021-10-05 01:33:27.000000 4.0 14434.0 14434.0 3.0
182 180 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 22 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000000 2021-09-03 15:36:06.000000 2021-09-03 15:36:04.000000 16.0 25.0 197.0 2021-05-26 07:12:42.000000 0.7.3 20.0 8.0 6.0 conda-forge/xenon xenon 108.0 397.0 273.0 https://pypi.org/project/xenon 2021-09-03 15:34:36.000000 124.0 63107.0 63389.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883000 13848.0 3.0
183 181 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 22 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000000 2021-11-22 17:54:49.000000 2021-11-22 17:52:35.000000 20.0 38.0 191.0 2021-11-22 17:59:06.000000 2.6.1 19.0 3.0 7.0 ['mkdocs'] mkdocs-awesome-pages-plugin 61.0 649.0 559.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2021-11-22 17:53:48.000000 90.0 43537.0 43537.0 3.0
184 182 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 22 True predictive-analytics-lab/data-science-types https://github.com/predictive-analytics-lab/data-science-types Apache-2.0 2019-09-20 11:45:49.000000 2021-02-16 17:29:01.000000 2021-02-16 17:29:00.000000 57.0 23.0 186.0 2021-02-16 16:47:31.000000 0.2.23 26.0 44.0 39.0 data-science-types 446.0 145.0 145.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000000 0.0 48890.0 48890.0 3.0
185 183 xdoctest https://github.com/Erotemic/xdoctest A rewrite of Python's builtin doctest module (with pytest plugin integration) with AST instead of REGEX. testing 22 True Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000000 2021-10-07 17:48:21.000000 2021-10-06 11:53:11.000000 7.0 20.0 124.0 2021-10-06 11:58:58.000000 0.15.10 62.0 6.0 17.0 xdoctest 1789.0 1737.0 https://pypi.org/project/xdoctest 2021-10-06 11:58:58.000000 52.0 100226.0 100226.0 3.0 conda-forge/xdoctest
186 184 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 22 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000000 2021-09-21 08:08:53.000000 2021-09-20 15:48:57.000000 17.0 32.0 74.0 2020-05-14 10:45:01.000000 1.5.3 23.0 15.0 2.0 ['flake8'] conda-forge/flake8-builtins flake8-builtins 221.0 3459.0 2947.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000000 512.0 408382.0 410557.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836000 130500.0 3.0
187 185 memory_profiler https://github.com/fabianp/memory_profiler Monitor Memory usage of Python code. profiling 22 False fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632000 2020-10-20 18:00:58.207000 2018-06-28 13:35:12.000000 13.0 66.0 2018-08-16 03:16:49.000000 0.54.0 52.0 61.0 conda-forge/memory_profiler memory_profiler 500.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000000 534.0 426480.0 428626.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207000 141654.0 3.0
188 186 Profiling https://github.com/what-studio/profiling Was an interactive continuous Python profiler. profiling 21 False what-studio/profiling https://github.com/what-studio/profiling BSD-3-Clause 2014-09-03 10:35:57.000000 2020-08-24 01:31:58.000000 2020-08-24 01:31:58.000000 113.0 20.0 2992.0 2017-06-28 06:10:16.000000 0.1.3 3.0 18.0 15.0 profiling 433.0 46.0 41.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000000 5.0 2573.0 2573.0 3.0
189 187 pyrasite https://github.com/lmacken/pyrasite Inject code into running Python processes. debugging 21 False lmacken/pyrasite https://github.com/lmacken/pyrasite GPL-3.0 2011-09-10 06:01:20.000000 2021-06-04 01:31:20.000000 2017-03-13 17:42:17.000000 189.0 15.0 2575.0 13.0 20.0 40.0 pyrasite 274.0 43.0 37.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000000 6.0 17965.0 17965.0 3.0
190 188 sixpack https://github.com/sixpack/sixpack Sixpack is a language-agnostic a/b-testing framework. testing 21 False sixpack/sixpack https://github.com/sixpack/sixpack BSD-2-Clause 2012-11-15 00:01:06.000000 2021-08-03 05:52:12.000000 2020-08-26 00:32:16.000000 185.0 125.0 1714.0 2017-11-22 14:27:35.000000 2.7.0 37.0 56.0 88.0 sixpack 828.0 13.0 9.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000000 4.0 312.0 312.0 3.0
191 189 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 21 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000000 2021-09-01 18:41:17.000000 2021-09-01 18:41:12.000000 88.0 34.0 1342.0 2020-09-17 01:55:39.000000 0.9.0 8.0 26.0 46.0 conda-forge/bowler bowler 10.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000000 10.0 35034.0 35342.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246000 11117.0 3.0
192 190 heartrate https://github.com/alexmojaki/heartrate Simple real time visualisation of the execution of a Python program. profiling 21 True alexmojaki/heartrate https://github.com/alexmojaki/heartrate MIT 2019-04-24 17:02:28.000000 2021-11-13 14:58:19.000000 2021-11-13 14:58:04.000000 115.0 3.0 1320.0 2021-11-13 14:58:19.000000 0.2.2 4.0 3.0 4.0 heartrate 27.0 26.0 26.0 https://pypi.org/project/heartrate 2021-11-13 14:58:19.000000 0.0 1279.0 1279.0 3.0
193 191 shiv https://github.com/linkedin/shiv shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all.. packaging 21 True linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000000 2021-11-18 17:19:55.000000 2021-11-18 16:53:47.000000 75.0 67.0 1273.0 2021-11-18 17:19:55.000000 1.0.0 57.0 34.0 33.0 shiv 10.0 https://pypi.org/project/shiv 2021-11-18 17:12:31.000000 10.0 6927.0 6932.0 3.0 154.0
194 192 pyannotate https://github.com/dropbox/pyannotate Auto-generate PEP-484 annotations. refactoring 21 True dropbox/pyannotate https://github.com/dropbox/pyannotate Apache-2.0 2017-11-13 20:18:08.000000 2021-10-12 20:53:52.000000 2021-10-12 20:53:49.000000 54.0 33.0 1249.0 2019-09-16 15:37:03.000000 1.2.0 9.0 17.0 26.0 pyannotate 95.0 92.0 66.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000000 26.0 2861.0 2861.0 3.0
195 193 wily https://github.com/tonybaloney/wily A Python application for tracking, reporting on timing and complexity in Python code. code-metrics 21 True tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000000 2021-10-14 21:11:19.000000 2021-07-01 09:03:43.000000 45.0 52.0 834.0 2020-09-02 06:33:11.000000 1.19.0 46.0 16.0 28.0 wily 703.0 16.0 https://pypi.org/project/wily 2021-07-01 08:25:50.000000 16.0 9089.0 9089.0 3.0
196 194 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 21 True ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000000 2021-09-15 11:45:37.000000 2021-09-15 11:45:37.000000 16.0 15.0 316.0 2021-04-08 20:14:54.000000 1.8.0 22.0 11.0 5.0 manhole 485.0 144.0 78.0 https://pypi.org/project/manhole 2021-04-08 20:14:54.000000 66.0 36123.0 36123.0 3.0
197 195 blacken-docs https://github.com/asottile/blacken-docs Run `black` on python code blocks in documentation files. documentation 21 True asottile/blacken-docs https://github.com/asottile/blacken-docs MIT 2018-06-03 02:48:01.000000 2021-11-23 16:53:50.000000 2021-11-23 16:53:50.000000 20.0 34.0 288.0 2021-11-19 00:15:07.000000 1.12.0 21.0 13.0 3.0 conda-forge/blacken-docs blacken-docs 208.0 22.0 https://pypi.org/project/blacken-docs 2021-11-19 00:15:07.000000 22.0 14388.0 15549.0 https://anaconda.org/conda-forge/blacken-docs 2021-11-19 03:21:02.811000 18582.0 3.0
198 196 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 21 True avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000000 2021-10-20 17:40:15.000000 2021-06-14 12:23:20.000000 42.0 16.0 250.0 2021-06-14 12:12:56.000000 0.10.3 15.0 11.0 17.0 ['pytest'] pytest-docker 60.0 28.0 https://pypi.org/project/pytest-docker 2021-06-14 12:09:30.000000 28.0 53479.0 53482.0 3.0 82.0
199 197 assertpy https://github.com/ActivisionGameScience/assertpy Simple assertion library for unit testing in python with a fluent API. testing 21 False ActivisionGameScience/assertpy https://github.com/ActivisionGameScience/assertpy BSD-3-Clause 2017-11-21 01:38:07.332000 2020-07-19 15:23:26.710000 2019-10-30 17:50:10.000000 47.0 248.0 13.0 10.0 conda-forge/assertpy assertpy 279.0 124.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000000 124.0 170806.0 171078.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710000 13080.0 3.0
200 198 add-trailing-comma https://github.com/asottile/add-trailing-comma A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. refactoring 21 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000000 2021-11-23 16:53:58.000000 2021-11-23 16:53:57.000000 14.0 35.0 201.0 2021-11-20 18:06:22.000000 2.2.1 32.0 9.0 1.0 add-trailing-comma 292.0 14.0 https://pypi.org/project/add-trailing-comma 2021-11-20 18:06:22.000000 14.0 15543.0 15543.0 3.0
201 199 pytest-datadir https://github.com/gabrielcnr/pytest-datadir pytest plugin for manipulating test data directories and files. testing 21 False gabrielcnr/pytest-datadir https://github.com/gabrielcnr/pytest-datadir MIT 2015-07-02 21:41:44.000000 2020-11-22 23:34:25.000000 2019-10-22 13:19:39.000000 17.0 11.0 151.0 2019-10-22 13:04:22.000000 1.3.1 9.0 7.0 5.0 ['pytest'] conda-forge/pytest-datadir pytest-datadir 71.0 523.0 445.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000000 78.0 97539.0 99092.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374000 94792.0 3.0
202 200 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 21 False codejamninja/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000000 2021-10-11 22:05:26.000000 2020-10-07 04:18:32.000000 29.0 16.0 112.0 2019-12-23 17:05:52.000000 0.5.4 22.0 16.0 18.0 ['sphinx'] sphinx-markdown-builder 99.0 244.0 202.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000000 42.0 25150.0 25150.0 3.0 clayrisser/sphinx-markdown-builder
203 201 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 21 True orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000000 2021-10-14 20:37:00.000000 2021-10-14 20:29:54.000000 19.0 37.0 105.0 2021-07-03 02:09:02.000000 0.9.3 28.0 6.0 26.0 ['mkdocs'] mkdocs-with-pdf 188.0 75.0 75.0 https://pypi.org/project/mkdocs-with-pdf 2021-07-03 02:04:39.000000 10897.0 10897.0 3.0
204 202 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 21 True landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000000 2021-08-29 14:44:21.000000 2021-03-21 11:36:52.000000 18.0 3.0 94.0 2019-12-31 16:44:58.000000 0.2.1 10.0 14.0 9.0 conda-forge/dodgy dodgy 70.0 1976.0 1452.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000000 524.0 176227.0 176644.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579000 26288.0 3.0
205 203 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 21 True dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000000 2021-10-27 13:22:05.000000 2021-10-27 13:11:03.000000 6.0 14.0 78.0 2021-10-27 13:15:42.000000 0.12.0 14.0 8.0 19.0 dlint 214.0 18.0 https://pypi.org/project/dlint 2021-10-27 13:15:42.000000 18.0 95836.0 95836.0 3.0
206 204 PrettyErrors https://github.com/onelivesleft/PrettyErrors Prettify Python exception output to make it legible. logging 20 True onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000000 2021-11-24 14:38:57.000000 2021-11-24 14:32:14.000000 67.0 34.0 2342.0 2021-11-24 14:32:07.000000 1.2.25 48.0 5.0 1.0 pretty_errors 130.0 0.0 https://pypi.org/project/pretty_errors 2021-11-24 14:32:07.000000 0.0 16560.0 16560.0 3.0
207 205 Birdseye https://github.com/alexmojaki/birdseye Graphical Python debugger which lets you easily view the values of all evaluated expressions. debugging 20 True alexmojaki/birdseye https://github.com/alexmojaki/birdseye MIT 2017-07-22 18:49:20.000000 2021-11-11 16:04:25.000000 2021-11-11 16:04:02.000000 70.0 32.0 1436.0 2021-11-11 16:04:25.000000 0.9.3 38.0 10.0 18.0 birdseye 412.0 0.0 https://pypi.org/project/birdseye 2021-11-11 16:04:25.000000 0.0 1289.0 1289.0 3.0
208 206 python-devtools https://github.com/samuelcolvin/python-devtools Dev tools for python. logging 20 True samuelcolvin/python-devtools https://github.com/samuelcolvin/python-devtools MIT 2017-08-20 15:30:06.000000 2021-09-29 08:43:45.000000 2021-09-08 10:38:28.000000 15.0 34.0 437.0 2021-09-29 08:43:45.000000 0.8.0 12.0 7.0 2.0 python-devtools 98.0 491.0 490.0 https://pypi.org/project/python-devtools 2017-08-21 10:32:25.000000 1.0 573.0 573.0 3.0
209 207 Fixit https://github.com/Instagram/Fixit Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,.. linters 20 True Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000000 2021-11-20 17:18:52.000000 2021-11-20 17:18:52.000000 41.0 25.0 284.0 2021-07-31 16:17:24.000000 0.1.4 6.0 29.0 32.0 fixit 12.0 12.0 https://pypi.org/project/fixit 2021-07-30 20:35:02.000000 0.0 4814.0 4814.0 3.0
210 208 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 20 False ambv/flake8-mypy https://github.com/ambv/flake8-mypy MIT 2017-02-26 02:27:33.000000 2020-06-19 16:51:36.000000 2020-06-19 16:51:00.000000 15.0 3.0 103.0 2017-08-31 23:17:01.000000 17.8.0 6.0 8.0 19.0 ['flake8'] flake8-mypy 50.0 979.0 781.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000000 198.0 33961.0 33961.0 3.0
211 209 flake8-bandit https://github.com/tylerwince/flake8-bandit Automated security testing using bandit and flake8. linters 20 False tylerwince/flake8-bandit https://github.com/tylerwince/flake8-bandit MIT 2017-10-28 23:19:09.000000 2020-12-29 20:50:06.000000 2020-08-29 05:51:08.000000 16.0 8.0 66.0 2019-10-08 03:58:31.000000 2.1.2 11.0 5.0 4.0 ['flake8'] flake8-bandit 44.0 156.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000000 156.0 547842.0 547842.0 3.0
212 210 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 18:02:19.000000 2021-04-21 16:21:07.000000 2019-08-07 13:44:00.000000 12.0 3.0 63.0 2013-06-22 15:34:37.000000 0.1.5 10.0 5.0 10.0 unify 69.0 395.0 341.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000000 54.0 70206.0 70206.0 3.0
213 211 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 20 True jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000000 2021-03-10 19:35:23.000000 2021-03-10 19:35:23.000000 9.0 5.0 59.0 5.0 7.0 5.0 ['pylint'] conda-forge/pylint-flask pylint-flask 40.0 6205.0 5499.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000000 706.0 196149.0 196993.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934000 53185.0 3.0
214 212 pyflow https://github.com/David-OConnor/pyflow An installation and dependency system for Python. dependency-managers 19 True David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000000 2021-11-24 07:48:56.000000 2021-11-18 14:41:19.000000 35.0 69.0 938.0 2021-07-02 13:17:04.000000 0.3.1 26.0 27.0 43.0 pyflow 345.0 0.0 https://pypi.org/project/pyflow 2021-07-02 13:17:04.000000 0.0 187.0 321.0 3.0 3636.0
215 213 pyheat https://github.com/csurfer/pyheat pprofile + matplotlib = Python program profiled as an awesome heatmap!. profiling 19 True csurfer/pyheat https://github.com/csurfer/pyheat MIT 2017-02-04 22:56:02.000000 2021-09-18 20:16:24.000000 2021-09-18 20:16:24.000000 38.0 9.0 688.0 2018-12-06 03:59:34.000000 0.0.6 6.0 5.0 3.0 py-heat 55.0 42.0 32.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000000 10.0 3628.0 3628.0 3.0
216 214 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 19 False sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000000 2021-10-30 20:12:27.000000 2019-05-10 19:18:48.000000 23.0 40.0 371.0 2019-05-10 19:21:38.000000 0.0.19 18.0 3.0 2.0 vex 200.0 38.0 22.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000000 16.0 648.0 648.0 3.0
217 215 constructor https://github.com/conda/constructor tool for creating installers from conda packages. packaging 19 True conda/constructor https://github.com/conda/constructor BSD-3-Clause 2016-02-12 06:52:50.000000 2021-11-22 16:12:46.000000 2021-11-19 18:24:36.000000 130.0 194.0 333.0 2021-03-31 20:21:51.000000 3.2.1 37.0 47.0 57.0 constructor 954.0 11.0 11.0 76.0 https://anaconda.org/anaconda/constructor 2021-04-01 17:48:58.348000 4750.0 3.0 220.0
218 216 nitpick https://github.com/andreoliwa/nitpick Enforce the same settings on multiple projects. linters 19 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000000 2021-11-23 23:59:28.000000 2021-11-23 10:53:07.000000 13.0 57.0 194.0 2021-11-08 00:58:03.000000 0.29.0 45.0 13.0 32.0 ['flake8'] nitpick 591.0 0.0 https://pypi.org/project/nitpick 2021-11-08 00:58:00.000000 0.0 12783.0 12783.0 3.0 4.0
219 217 pandas-vet https://github.com/deppen8/pandas-vet A plugin for Flake8 that checks pandas code. linters 19 True deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000000 2021-11-05 15:32:59.000000 2021-03-03 04:44:57.000000 15.0 29.0 122.0 2020-02-01 05:12:09.000000 0.2.2 6.0 10.0 21.0 ['flake8'] conda-forge/pandas-vet pandas-vet 179.0 54.0 54.0 https://pypi.org/project/pandas-vet 2020-02-01 05:12:09.000000 0.0 4929.0 5177.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445000 7673.0 3.0 39.0
220 218 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 19 False myint/eradicate https://github.com/myint/eradicate Saxpath 2012-12-23 04:39:48.000000 2021-07-26 20:00:21.000000 2020-10-01 09:23:01.000000 19.0 13.0 118.0 2020-10-01 09:33:03.000000 2.0.0 16.0 7.0 6.0 eradicate 164.0 156.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000000 156.0 247154.0 247154.0 3.0
221 219 unimport https://github.com/hakancelik96/unimport A linter, formatter for finding and removing unused import statements. refactoring 19 True hakancelik96/unimport https://github.com/hakancelik96/unimport MIT 2019-09-08 09:49:24.000000 2021-11-22 20:43:11.000000 2021-09-14 09:30:18.000000 13.0 66.0 114.0 2021-09-14 09:33:27.000000 0.9.2 33.0 13.0 10.0 unimport 400.0 15.0 15.0 https://pypi.org/project/unimport 2021-09-14 09:33:27.000000 3791.0 3791.0 3.0
222 220 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 19 False myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000000 2021-10-29 14:54:42.000000 2019-05-24 17:17:56.000000 7.0 3.0 84.0 2014-09-07 13:57:37.000000 0.5.7 23.0 3.0 3.0 pyformat 199.0 131.0 109.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000000 22.0 23682.0 23682.0 3.0
223 221 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 19 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000000 2020-10-16 02:02:54.000000 2020-10-16 01:58:36.000000 5.0 9.0 39.0 2020-10-16 02:02:42.000000 0.3.1 8.0 6.0 2.0 ['mkdocs'] mkdocs-git-revision-date-plugin 24.0 397.0 379.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000000 18.0 21301.0 21301.0 3.0
224 222 mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML. documentation 19 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000000 2021-10-20 08:33:55.000000 2021-10-20 08:29:42.000000 6.0 54.0 28.0 2021-10-20 08:33:49.000000 2.0.3 27.0 1.0 1.0 ['mkdocs'] mkdocs-print-site-plugin 185.0 56.0 56.0 https://pypi.org/project/mkdocs-print-site-plugin 2021-10-20 08:33:49.000000 0.0 4760.0 4760.0 3.0
225 223 yala https://github.com/cemsbr/yala Yet Another Linter Aggregator. linters 19 False cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000000 2021-11-15 05:53:09.000000 2021-11-15 05:05:03.000000 5.0 11.0 12.0 2021-11-15 05:07:43.000000 3.1.0 28.0 4.0 1.0 ['flake8', 'pylint'] yala 193.0 56.0 38.0 https://pypi.org/project/yala 2021-11-15 05:05:38.000000 18.0 1309.0 1309.0 3.0
226 224 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 18 True pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000000 2021-11-14 09:00:13.000000 2021-11-13 23:30:56.000000 306.0 195.0 4607.0 2019-02-14 00:27:42.000000 1.1.5 7.0 46.0 135.0 478.0 3.0
227 225 fake2db https://github.com/emirozer/fake2db create custom test databases that are populated with fake data. testing 18 False emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000000 2019-11-25 09:19:01.000000 2019-11-25 09:19:00.000000 111.0 15.0 2100.0 2019-03-09 13:53:12.000000 1.0.0 20.0 18.0 7.0 fake2db 242.0 18.0 17.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000000 1.0 330.0 330.0 3.0
228 226 xar https://github.com/facebookincubator/xar executable archive format. packaging 18 True facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000000 2021-11-10 22:22:47.000000 2021-11-10 22:22:45.000000 45.0 21.0 1479.0 2020-12-02 20:41:20.000000 20.12.2 3.0 29.0 8.0 xar 16.0 16.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000000 109.0 109.0 3.0
229 227 flakehell https://github.com/life4/flakehell Flake8 wrapper to make it nice, legacy-friendly, configurable. linters 18 True life4/flakehell https://github.com/life4/flakehell MIT 2019-08-06 11:37:21.000000 2021-01-11 21:35:41.000000 2021-01-11 21:35:40.000000 32.0 224.0 2021-01-11 18:40:32.000000 0.9.0 28.0 16.0 4.0 ['flake8'] flakehell 368.0 0.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000000 0.0 40760.0 40762.0 3.0 57.0
230 228 imhotep https://github.com/justinabrahms/imhotep A static-analysis bot for Github. linters 18 True justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000000 2021-10-01 21:06:28.000000 2021-10-01 21:06:26.000000 37.0 23.0 217.0 2016-09-18 21:57:32.000000 1.1.0 9.0 16.0 23.0 imhotep 358.0 12.0 8.0 https://pypi.org/project/imhotep 2016-09-18 21:57:32.000000 4.0 37.0 37.0 3.0
231 229 pynt https://github.com/rags/pynt A pynt of Python build. build-tools 18 False rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000000 2020-04-13 11:49:33.000000 2019-10-04 19:05:46.000000 18.0 13.0 152.0 2018-06-24 06:23:48.000000 0.8.2 7.0 9.0 5.0 pynt 128.0 128.0 74.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000000 54.0 5329.0 5329.0 3.0
232 230 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 17 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000000 2021-11-24 07:48:48.000000 2021-11-24 07:41:29.000000 17.0 42.0 920.0 2021-11-06 06:22:43.000000 0.9.1 16.0 9.0 12.0 conda-forge/beartype beartype 0.0 https://pypi.org/project/beartype 2021-11-06 06:22:43.000000 0.0 46585.0 47090.0 https://anaconda.org/conda-forge/beartype 2021-11-06 11:46:27.962000 8585.0 3.0
233 231 portray https://github.com/timothycrosley/portray Your Project with Great Documentation. documentation 17 True timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000000 2021-06-13 08:00:00.000000 2021-06-13 07:59:39.000000 58.0 29.0 768.0 2021-06-13 08:00:00.000000 1.7.0 28.0 16.0 21.0 portray 8.0 https://pypi.org/project/portray 2021-06-13 08:00:00.000000 8.0 6582.0 6582.0 3.0
234 232 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 17 False bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000000 2021-07-28 15:57:26.000000 2017-02-13 18:07:04.000000 15.0 1.0 293.0 2017-02-13 18:07:58.000000 0.0.8 8.0 2.0 14.0 pycycle 26.0 55.0 48.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000000 7.0 1902.0 1902.0 3.0
235 233 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 17 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000000 2021-07-15 00:42:03.000000 2021-07-15 00:42:02.000000 11.0 6.0 226.0 2020-11-27 21:20:22.000000 0.3.1 11.0 5.0 8.0 bellybutton 33.0 13.0 13.0 https://pypi.org/project/bellybutton 2020-11-27 21:20:22.000000 0.0 6052.0 6052.0 3.0
236 234 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 17 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000000 2021-10-12 23:24:38.000000 2021-10-12 23:24:38.000000 17.0 8.0 116.0 2021-10-04 10:16:29.000000 21.10.0 10.0 8.0 6.0 conda-forge/retype retype 34.0 https://pypi.org/project/retype 2021-10-04 10:16:29.000000 34.0 1016.0 1347.0 https://anaconda.org/conda-forge/retype 2021-10-04 14:22:07.653000 15226.0 3.0
237 235 massedit https://github.com/elmotec/massedit Programmatically edit text files with Python. Useful for source to source transformations. refactoring 17 True elmotec/massedit https://github.com/elmotec/massedit MIT 2012-03-11 16:18:30.000000 2020-12-23 02:17:37.000000 2020-12-23 02:11:17.000000 14.0 5.0 94.0 2020-12-23 02:19:02.000000 0.69.1 15.0 6.0 3.0 massedit 178.0 10.0 https://pypi.org/project/massedit 2020-12-23 02:12:33.000000 10.0 1602.0 1602.0 3.0 17.0
238 236 PyOxidizer https://github.com/indygreg/PyOxidizer A modern Python application packaging and distribution tool. packaging 16 True indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000000 2021-11-22 05:05:53.000000 2021-11-22 05:05:41.000000 129.0 161.0 3287.0 2021-10-26 00:49:29.000000 pyoxidizer/0.18.0 10.0 37.0 244.0 55.0 3.0 1221.0
239 237 tbvaccine https://github.com/skorokithakis/tbvaccine A small utility to pretty-print Python tracebacks. logging 16 False skorokithakis/tbvaccine https://github.com/skorokithakis/tbvaccine MIT 2016-08-27 17:31:59.000000 2020-03-01 19:24:46.000000 2020-03-01 19:24:44.000000 12.0 13.0 363.0 2018-12-14 18:07:29.000000 0.3.1 12.0 12.0 7.0 tbvaccine 80.0 9.0 9.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000000 2036.0 2036.0 3.0
240 238 pep8ify https://github.com/spulec/pep8ify A library that modifies python source code to conform to pep8. refactoring 16 False spulec/pep8ify https://github.com/spulec/pep8ify Apache-2.0 2012-06-03 03:31:33.000000 2019-03-08 03:06:14.000000 2014-10-24 20:36:38.000000 12.0 12.0 116.0 2014-10-24 20:36:57.000000 0.0.13 13.0 6.0 6.0 pep8ify 154.0 54.0 35.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000000 19.0 138.0 138.0 3.0
241 239 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 16 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000000 2021-08-21 14:47:42.000000 2021-08-21 14:47:42.000000 7.0 15.0 104.0 2021-08-21 09:01:26.000000 0.3.0 3.0 4.0 5.0 com2ann 31.0 7.0 7.0 https://pypi.org/project/com2ann 2021-08-21 09:01:26.000000 0.0 1725.0 1725.0 3.0
242 240 pytest-play https://github.com/pytest-dev/pytest-play pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. testing 16 False pytest-dev/pytest-play https://github.com/pytest-dev/pytest-play Apache-2.0 2017-12-14 09:08:26.000000 2019-08-20 15:57:27.000000 2019-06-12 11:57:28.000000 3.0 24.0 65.0 2019-06-12 11:59:29.000000 2.3.1 23.0 3.0 5.0 ['pytest'] pytest-play 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000000 4.0 722.0 722.0 3.0
243 241 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 16 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000000 2021-08-20 18:28:32.000000 2021-08-20 18:28:32.000000 12.0 3.0 50.0 2021-07-27 09:00:22.000000 0.4.8 18.0 7.0 3.0 lazydocs 53.0 53.0 https://pypi.org/project/lazydocs 2021-07-27 08:05:42.000000 0.0 908.0 908.0 3.0 -1.0
244 242 dh-virtualenv https://github.com/spotify/dh-virtualenv Python virtualenvs in Debian packages. virtual-envs 15 True spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000000 2021-11-10 20:28:36.000000 2021-11-10 20:28:36.000000 163.0 170.0 1501.0 58.0 23.0 414.0 3.0
245 243 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 15 True lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000000 2021-09-14 16:38:07.000000 2020-11-30 22:18:53.000000 21.0 1.0 184.0 2018-12-12 19:47:05.000000 0.7.0 10.0 17.0 8.0 ['flake8', 'mypy'] linty-fresh 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000000 33.0 33.0 3.0
246 244 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 01:59:13.000000 2021-11-20 03:58:02.000000 2021-11-20 03:53:31.000000 10.0 39.0 61.0 2021-11-20 03:58:13.000000 8.6.1 25.0 11.0 3.0 pip-run 0.0 https://pypi.org/project/pip-run 2021-11-20 03:58:02.000000 0.0 7787.0 7787.0 3.0 -1.0
247 245 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 14 True pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000000 2021-08-27 04:13:02.000000 2021-08-27 04:13:02.000000 320.0 64.0 2956.0 33.0 5.0 138.0 3.0
248 246 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 14 False google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000000 2021-09-30 08:05:27.000000 2019-08-15 01:37:08.000000 62.0 30.0 499.0 2019-05-14 20:14:05.000000 2.0.0 5.0 14.0 33.0 93.0 3.0
249 247 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 14 True man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000000 2021-11-19 17:34:24.000000 2021-11-19 17:34:24.000000 60.0 56.0 399.0 57.0 45.0 778.0 3.0
250 248 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 14 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000000 2021-06-01 22:15:42.000000 2019-06-27 03:42:48.000000 11.0 10.0 129.0 2018-11-08 03:05:43.000000 0.7.1 25.0 5.0 7.0 pipenv-pipes 285.0 https://pypi.org/project/pipenv-pipes 2018-11-08 03:05:43.000000 152.0 152.0 3.0
251 249 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 14 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000000 2021-08-01 15:51:53.000000 2021-08-01 15:51:53.000000 8.0 22.0 39.0 2021-02-11 10:24:35.000000 0.4.0 6.0 5.0 3.0 ['mkdocs'] mkdocs-versioning 133.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000000 4333.0 4333.0 3.0
252 250 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 14 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000000 2021-11-17 17:00:05.000000 2021-11-17 17:00:05.000000 5.0 3.0 14.0 2021-11-17 16:59:34.000000 0.6.18 40.0 4.0 universal-build 7.0 7.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000000 0.0 542.0 543.0 3.0 16.0
253 251 livepython https://github.com/agermanidis/livepython Visually trace Python code in real-time. profiling 12 False agermanidis/livepython https://github.com/agermanidis/livepython MIT 2017-10-03 00:19:59.000000 2019-01-22 17:39:55.000000 2017-11-14 21:27:52.000000 164.0 15.0 2460.0 3.0 10.0 20.0 3.0
254 252 cohesion https://github.com/mschwager/cohesion A tool for measuring Python class cohesion. code-metrics 12 False mschwager/cohesion https://github.com/mschwager/cohesion GPL-3.0 2016-08-11 21:09:32.000000 2019-08-05 17:14:04.000000 2019-08-05 17:14:01.000000 2.0 11.0 145.0 2019-07-10 16:08:05.000000 1.0.0 9.0 2.0 3.0 cohesion 78.0 6.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000000 6.0 1567.0 1567.0 3.0
255 253 pyship https://github.com/jamesabel/pyship pyship - ship Python desktop apps to end users. packaging 10 False jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000000 2021-06-09 04:34:00.000000 2021-06-09 04:33:22.000000 15.0 2021-06-09 04:34:00.000000 0.1.5 17.0 4.0 pyship https://pypi.org/project/pyship 2021-06-09 04:34:00.000000 70.0 70.0 3.0

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_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/PyCQA/prospector">prospector</a></b> (🥇29 · ⭐ 1.5K · 📈) - Inspects Python source files and provides information about.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/ronaldoussoren/py2app">py2app</a></b> (🥈26 · ⭐ 160 · 📈) - 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/lukasgeiter/mkdocs-awesome-pages-plugin">mkdocs-awesome-pages-plugin</a></b> (🥉22 · ⭐ 190 · 📈) - 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/alexmojaki/heartrate">heartrate</a></b> (🥉21 · ⭐ 1.3K · 📈) - Simple real time visualisation of the execution of a Python program. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/timvink/mkdocs-print-site-plugin">mkdocs-print-site-plugin</a></b> (🥉19 · ⭐ 27 · 📈) - MkDocs Plugin that adds an additional page that.. <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/pypa/setuptools">setuptools</a></b> (🥇35 · ⭐ 1.5K · 📈) - Official project repository for the Setuptools build system. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/conda/conda">conda</a></b> (🥈33 · ⭐ 4.4K · 📈) - OS-agnostic, system-level binary package manager and ecosystem. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/getlogbook/logbook">logbook</a></b> (🥈31 · ⭐ 1.4K · 💀) - A cool logging replacement for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/klen/pylama">pylama</a></b> (🥈26 · ⭐ 820 · 📈) - Code audit tool for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/mamba-org/mamba">mamba</a></b> (🥉23 · ⭐ 2.4K · 📈) - The Fast Cross-Platform Package Manager. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/pypa/pipenv">pipenv</a></b> (🥇34 · ⭐ 22K · 📉) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/PyCQA/flake8">flake8</a></b> (🥇33 · ⭐ 1.6K · 📉) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/PyCQA/pycodestyle">pycodestyle</a></b> (🥇31 · ⭐ 4.4K · 📉) - Simple Python style checker in one Python file. <code><a href="https://tldrlegal.com/search?q=Saxpath">❗️Saxpath</a></code>
- <b><a href="https://github.com/pypa/wheel">wheel</a></b> (🥈30 · ⭐ 280 · 📉) - The official binary distribution format for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/mamba-org/mamba">mamba</a></b> (🥉21 · ⭐ 2.4K · 📉) - The Fast Cross-Platform Package Manager. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/google/pytype">pytype</a></b> (🥉25 · ⭐ 3.5K · 📉) - A static type analyzer for Python code. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/ines/wasabi">wasabi</a></b> (🥉25 · ⭐ 310 · 💤) - A lightweight console printing and formatting toolkit. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉23 · ⭐ 1.1K · 💤) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/ml-tooling/lazydocs">lazydocs</a></b> (🥉16 · ⭐ 50 · 📉) - Generate markdown API documentation from Google-style Python.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/jaraco/pip-run">pip-run</a></b> (🥉15 · ⭐ 61 · 📉) - pip-run - dynamic dependency loader for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>