Merge pull request #147 from ml-tooling/update/2023.05.18

Best-of update: 2023.05.18
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Lukas Masuch 2023-05-18 18:04:35 +02:00 committed by GitHub
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## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/spulec/freezegun">freezegun</a></b> (🥈33 · 3.7K · 📈) - Let your Python tests travel through time. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/FactoryBoy/factory_boy">factory_boy</a></b> (🥈31 · 3.1K · 📈) - A test fixtures replacement for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/buildout/buildout">buildout</a></b> (🥉29 · 560 · 📈) - Buildout is a deployment automation tool written in and.. <code><a href="https://tldrlegal.com/search?q=ZPL-2.1">ZPL-2.1</a></code>
- <b><a href="https://github.com/fabianp/memory_profiler">memory_profiler</a></b> (🥉26 · 3.8K · 💀) - Monitor Memory usage of Python code. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/paver/paver">paver</a></b> (🥉24 · 450 · 📈) - Python-based project scripting. <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/python/mypy">mypy</a></b> (🥇42 · 15K · 📉) - Optional static typing for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/pyutils/line_profiler">line_profiler</a></b> (🥉22 · 1.8K · 📉) - Line-by-line profiling for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/openstack/hacking">hacking</a></b> (🥉19 · 230 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/gabrielcnr/pytest-datadir">pytest-datadir</a></b> (🥉19 · 200 · 📉) - pytest plugin for manipulating test data directories.. <code>Unlicensed</code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/ActivisionGameScience/assertpy">assertpy</a></b> (🥉12 · 19 · 💀) - Simple assertion library for unit testing in python with a fluent API. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
## Added Projects
_Projects that were recently added to this best-of list._
- <b><a href="https://github.com/charliermarsh/ruff">ruff</a></b> (🥇40 · 15K · ) - An extremely fast Python linter, written in Rust. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>

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,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,dependent_project_count,github_dependent_project_count,pypi_url,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,pypi_latest_release_published_at,pypi_dependent_project_count,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,new_addition,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,cargo_id,cargo_url,cargo_monthly_downloads,cargo_total_downloads,conda_forge
0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2023-05-11 17:24:09.000,2023-05-11 17:24:08,229.0,24.0,145.0,52.0,140.0,1.0,2.0,1896.0,2023-05-11 17:24:17.000,2023.05.11,89.0,10.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/mkdocs/best-of-mkdocs,https://github.com/mkdocs/best-of-mkdocs,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2023-05-11 19:58:38.000,2023-05-11 19:58:37,162.0,20.0,10.0,10.0,80.0,1.0,2.0,246.0,2023-05-11 19:58:47.000,2023.05.11,60.0,5.0,0,True,mkdocs/best-of-mkdocs,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2023-05-18 13:33:00.000,2023-05-18 13:18:59,14989.0,116.0,2271.0,193.0,5056.0,800.0,4471.0,10184.0,2023-04-14 18:11:59.000,7.3.1,106.0,870.0,47,True,,pytest,conda-forge/pytest,['pytest'],909414.0,909414.0,https://pypi.org/project/pytest,60029923.0,60276815.0,https://anaconda.org/conda-forge/pytest,2023-04-14 23:00:04.667,20245172.0,1.0,,,,,,,,,,,,,,,,,,,,
5,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2023-05-18 08:31:46.000,2023-05-17 11:21:27,8305.0,74.0,1755.0,362.0,1692.0,197.0,3735.0,23855.0,2023-04-29 21:02:44.000,2023.4.29,69.0,465.0,45,True,,pipenv,conda-forge/pipenv,,81476.0,81476.0,https://pypi.org/project/pipenv,6660458.0,6662869.0,https://anaconda.org/conda-forge/pipenv,2023-04-29 22:34:06.026,103713.0,1.0,,,,,,,,,,,,,,,,,,,,
6,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2023-05-09 10:03:08.000,2023-05-09 10:03:08,5936.0,64.0,1320.0,238.0,626.0,257.0,1389.0,9303.0,2023-04-17 18:27:02.245,5.9.5,89.0,195.0,45,True,,psutil,conda-forge/psutil,,327341.0,310417.0,https://pypi.org/project/psutil,68010432.0,68269080.0,https://anaconda.org/conda-forge/psutil,2023-04-17 23:58:50.059,21985105.0,1.0,2022-11-07 18:47:02.742,16924.0,,,,,,,,,,,,,,,,,,
7,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2023-05-17 11:30:12.000,2023-05-08 08:54:14,13803.0,196.0,2732.0,307.0,5199.0,895.0,5885.0,8739.0,,,63.0,731.0,45,True,,pip,conda-forge/pip,,135882.0,135882.0,https://pypi.org/project/pip,166230413.0,167174528.0,https://anaconda.org/conda-forge/pip,2023-04-26 11:16:14.578,77417448.0,1.0,,,,,,,,,,,,,,,,,,,,
8,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2023-05-18 08:34:46.000,2023-05-17 02:47:45,1553.0,35.0,1969.0,228.0,1385.0,361.0,1906.0,32357.0,2023-03-29 01:00:11.000,23.3.0,29.0,369.0,44,True,,black,conda-forge/black,,372227.0,372227.0,https://pypi.org/project/black,20099317.0,20219250.0,https://anaconda.org/conda-forge/black,2023-04-26 07:05:32.069,7161931.0,1.0,,,28423.0,,,,,,,,,,,,,,,,,
9,setuptools,pypa/setuptools,build-tools,Official project repository for the Setuptools build system.,,https://github.com/pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2023-05-17 13:06:57.000,2023-05-11 23:50:52,13810.0,131.0,934.0,89.0,1390.0,547.0,1748.0,2029.0,2023-04-24 11:37:12.000,67.7.2,196.0,567.0,44,True,,setuptools,conda-forge/setuptools,,325080.0,325080.0,https://pypi.org/project/setuptools,254702556.0,255679375.0,https://anaconda.org/conda-forge/setuptools,2023-04-24 18:49:33.341,80099232.0,1.0,,,,,,,,,,,,,,,,,,,,
10,rich,Textualize/rich,logging,Rich is a Python library for rich text and beautiful formatting in the terminal.,,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2023-05-15 14:03:44.000,2023-05-09 07:55:58,3760.0,69.0,1508.0,542.0,962.0,99.0,982.0,43290.0,2023-04-27 16:00:07.000,13.3.5,100.0,221.0,43,True,,rich,conda-forge/rich,,88807.0,88807.0,https://pypi.org/project/rich,22903319.0,23014009.0,https://anaconda.org/conda-forge/rich,2023-04-27 19:38:00.684,3763487.0,1.0,,,,,,,,,,,,,,,,,,,,
11,tqdm,tqdm/tqdm,logging,"A Fast, Extensible Progress Bar for Python and CLI.",,https://github.com/tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000,2023-05-14 02:33:21.000,2023-03-03 21:07:28,1940.0,12.0,1271.0,213.0,513.0,443.0,569.0,24804.0,2023-03-03 21:28:29.000,4.65.0,131.0,112.0,43,True,,tqdm,conda-forge/tqdm,,493068.0,467171.0,https://pypi.org/project/tqdm,51622719.0,51863489.0,https://anaconda.org/conda-forge/tqdm,2023-03-04 16:57:20.216,19969058.0,1.0,2023-03-03 21:19:01.523,25897.0,11080.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2023-03-18 01:39:51.172447,2.0,4091.0,,,,,,,,,,,,
12,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/pylint-dev/pylint,https://github.com/pylint-dev/pylint,GPL-2.0,2015-12-09 05:40:02.000,2023-05-17 13:34:49.000,2023-05-16 12:25:25,8636.0,266.0,1008.0,74.0,3742.0,715.0,4234.0,4665.0,2023-05-06 16:36:23.720,2.17.4,174.0,524.0,43,True,pylint-dev/pylint,pylint,conda-forge/pylint,,383886.0,361342.0,https://pypi.org/project/pylint,13538273.0,13588749.0,https://anaconda.org/conda-forge/pylint,2023-05-06 18:27:40.178,4088597.0,1.0,2023-01-22 14:41:49.833,22544.0,,,,,,,,,,,,,,,,,,
13,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,,2012-12-07 13:30:23.000,2023-05-18 08:34:16.000,2023-05-18 08:34:15,11199.0,204.0,2441.0,232.0,6204.0,2405.0,6579.0,15370.0,,,49.0,655.0,42,False,,mypy,conda-forge/mypy,,186359.0,186359.0,https://pypi.org/project/mypy,13569490.0,13614777.0,https://anaconda.org/conda-forge/mypy,2023-05-12 19:54:15.023,2988954.0,1.0,,,,,,,,,-4.0,,,,,,,,,,,
14,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2023-05-17 09:06:00.000,2023-05-17 09:03:30,5273.0,251.0,2982.0,115.0,2346.0,23.0,1859.0,13873.0,2023-05-16 18:19:09.355,9.1.13,320.0,213.0,42,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],33051.0,32265.0,https://pypi.org/project/mkdocs-material,2386308.0,2391448.0,https://anaconda.org/conda-forge/mkdocs-material,2023-05-16 22:07:03.766,246757.0,1.0,2022-11-08 14:44:39.000,786.0,,,,,,,,,,,,,,,,,,
15,pre-commit,pre-commit/pre-commit,others,A framework for managing and maintaining multi-language pre-commit hooks.,,https://github.com/pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2023-05-18 01:01:46.548,2023-05-17 23:15:56,2536.0,89.0,645.0,89.0,1086.0,17.0,1750.0,10365.0,2023-05-17 23:01:40.000,3.3.2,99.0,149.0,42,True,,pre-commit,conda-forge/pre-commit,,129213.0,129213.0,https://pypi.org/project/pre-commit,10508422.0,10582285.0,https://anaconda.org/conda-forge/pre-commit,2023-05-18 01:01:46.548,3038764.0,1.0,,,430836.0,,,,,,,,,,,,,,,,,
16,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2023-05-18 13:02:56.000,2023-05-16 00:07:12,8747.0,87.0,1756.0,235.0,2153.0,271.0,4593.0,10278.0,2023-05-13 12:02:40.000,5.11.0,52.0,450.0,42,True,,pyinstaller,conda-forge/pyinstaller,,43410.0,43410.0,https://pypi.org/project/pyinstaller,1133320.0,1145018.0,https://anaconda.org/conda-forge/pyinstaller,2023-05-13 14:15:58.829,437536.0,1.0,,,738177.0,,,,,,,,,,,,,,,,,
17,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2023-05-18 10:21:40.000,2023-05-15 09:43:55,20121.0,212.0,1814.0,145.0,4923.0,1145.0,5316.0,5414.0,2023-05-12 21:51:49.000,7.0.1,99.0,783.0,42,False,,sphinx,conda-forge/sphinx,['sphinx'],303716.0,303716.0,https://pypi.org/project/sphinx,9001926.0,9095205.0,https://anaconda.org/conda-forge/sphinx,2023-05-12 22:37:46.449,7555656.0,1.0,,,,,,,,,,,,,,,,,,,,
18,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2023-05-17 20:59:07.000,2023-05-14 20:49:34,1854.0,33.0,2239.0,232.0,1130.0,140.0,1683.0,16431.0,2023-05-02 21:20:08.317,1.4.3,56.0,238.0,41,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],48181.0,43862.0,https://pypi.org/project/mkdocs,1686808.0,1689773.0,https://anaconda.org/conda-forge/mkdocs,2023-05-03 16:41:13.115,252029.0,1.0,2022-11-01 18:34:05.525,4319.0,,,,,,,,,,,,,,,,,,
19,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2023-05-17 16:34:09.000,2023-05-17 16:34:09,14043.0,177.0,2089.0,478.0,654.0,258.0,3853.0,8031.0,2023-01-08 19:24:02.000,6.0.2,69.0,182.0,41,True,,robotframework,conda-forge/robotframework,,7679.0,7679.0,https://pypi.org/project/robotframework,1656461.0,1658450.0,https://anaconda.org/conda-forge/robotframework,2023-01-12 19:48:17.751,127026.0,1.0,,,545.0,,,,,,,,,,,,,,,,,
20,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2023-05-15 20:56:16.000,2023-04-01 17:51:24,4080.0,18.0,507.0,48.0,924.0,141.0,1061.0,5799.0,2023-01-30 09:41:30.000,5.11.5,100.0,283.0,41,True,,isort,conda-forge/isort,,385182.0,385182.0,https://pypi.org/project/isort,25468236.0,25526135.0,https://anaconda.org/conda-forge/isort,2023-02-01 23:25:16.111,4747772.0,2.0,,,,,,,,,,,,,,,,,,,,
21,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,https://github.com/conda/conda,,2012-10-15 22:08:03.000,2023-05-18 04:11:07.000,2023-05-18 00:01:17,16325.0,120.0,1371.0,198.0,3609.0,763.0,8329.0,5446.0,2023-03-30 03:29:50.000,23.3.1,100.0,426.0,41,False,,conda,conda-forge/conda,,40123.0,40123.0,https://pypi.org/project/conda,187769.0,714584.0,https://anaconda.org/conda-forge/conda,2023-03-30 15:12:14.391,42672080.0,1.0,,,,,,,,,,,,,,,,,,,,
22,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter, written in Rust.",,https://github.com/charliermarsh/ruff,https://github.com/charliermarsh/ruff,MIT,2022-08-09 17:17:44.000,2023-05-18 14:00:16.000,2023-05-18 13:05:27,3319.0,775.0,435.0,66.0,2676.0,322.0,1464.0,14787.0,2023-05-12 20:13:03.097,0.0.267,242.0,196.0,40,True,,ruff,conda-forge/ruff,,6617.0,6021.0,https://pypi.org/project/ruff,2025205.0,2056754.0,https://anaconda.org/conda-forge/ruff,2023-05-06 01:44:41.906,177046.0,1.0,2023-05-12 20:13:03.097,596.0,10210.0,,,,,,,True,,,,,,,,,,
23,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2023-05-16 14:32:06.000,2023-05-05 00:20:55,1259.0,41.0,894.0,220.0,302.0,386.0,405.0,13228.0,2023-04-18 21:10:49.042,0.33.0,71.0,147.0,40,True,,yapf,conda-forge/yapf,,78701.0,76391.0,https://pypi.org/project/yapf,3838311.0,3855495.0,https://anaconda.org/conda-forge/yapf,2023-05-01 01:43:30.917,1426346.0,2.0,2023-02-21 19:25:03.574,2310.0,,,,,,,,,,,,,,,,,,
24,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2023-04-21 21:55:14.000,2023-04-21 21:55:14,8352.0,11.0,497.0,114.0,577.0,53.0,1298.0,5421.0,2022-11-21 22:34:01.796,0.18.2,32.0,163.0,40,True,,jedi,conda-forge/jedi,,312019.0,303605.0,https://pypi.org/project/jedi,19403019.0,19608020.0,https://anaconda.org/conda-forge/jedi,2022-11-22 16:27:48.875,16195115.0,1.0,2022-11-21 22:34:01.796,8414.0,,,,,,,,,,,,,,,,,,
25,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2023-05-18 07:49:46.000,2023-05-17 16:24:59,680.0,37.0,923.0,163.0,1261.0,78.0,1203.0,4462.0,2023-04-27 23:37:32.000,20.23.0,57.0,99.0,40,True,,virtualenv,conda-forge/virtualenv,,263695.0,263695.0,https://pypi.org/project/virtualenv,61771892.0,61830936.0,https://anaconda.org/conda-forge/virtualenv,2023-04-28 09:34:05.273,4369298.0,2.0,,,,,,,,,,,,,,,,,,,,
26,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2023-05-16 13:44:34.000,2023-05-16 13:36:39,2376.0,16.0,278.0,37.0,315.0,25.0,1486.0,2825.0,2022-11-23 19:29:25.198,6.0.0,87.0,172.0,40,True,,flake8,conda-forge/flake8,,500409.0,455489.0,https://pypi.org/project/flake8,21791959.0,21865876.0,https://anaconda.org/conda-forge/flake8,2022-11-25 17:20:29.044,6135171.0,1.0,2022-11-23 19:29:25.198,44920.0,,,,,,,,,,,,,,,,,,
27,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2023-05-13 17:54:07.000,2023-05-08 14:06:23,589.0,38.0,473.0,42.0,1301.0,80.0,1517.0,3268.0,2023-04-26 16:35:23.126,4.5.1,193.0,277.0,39,True,,tox,conda-forge/tox,['pytest'],120828.0,98623.0,https://pypi.org/project/tox,15809354.0,15819509.0,https://anaconda.org/conda-forge/tox,2023-01-18 22:31:34.228,690589.0,1.0,2023-02-21 17:41:11.947,22205.0,,,,,,,,,,,,,,,,,,
28,sentry-sdk,getsentry/sentry-python,logging,The official Python SDK for Sentry.io.,,https://github.com/getsentry/sentry-python,https://github.com/getsentry/sentry-python,MIT,2018-06-18 22:51:10.000,2023-05-17 12:53:05.000,2023-05-17 11:29:33,1755.0,110.0,365.0,67.0,1183.0,187.0,716.0,1533.0,2023-05-17 11:29:20.000,1.23.1,101.0,170.0,39,True,,sentry-sdk,conda-forge/sentry-sdk,,43343.0,43343.0,https://pypi.org/project/sentry-sdk,20547542.0,20555867.0,https://anaconda.org/conda-forge/sentry-sdk,2023-04-28 21:06:11.878,445227.0,1.0,,,3510.0,,,,,,,,,,,,,,,,,
29,pip-tools,jazzband/pip-tools,dependency-managers,A set of tools to keep your pinned Python dependencies fresh.,,https://github.com/jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2023-05-18 10:34:38.000,2023-05-15 18:01:58,1899.0,38.0,502.0,105.0,901.0,124.0,814.0,6850.0,2023-04-07 16:47:19.000,6.13.0,62.0,189.0,38,True,,pip-tools,conda-forge/pip-tools,,20118.0,20118.0,https://pypi.org/project/pip-tools,8168809.0,8171172.0,https://anaconda.org/conda-forge/pip-tools,2023-04-07 19:35:02.377,87458.0,2.0,,,,,,,,,,,,,,,,,,,,
30,hypothesis,HypothesisWorks/hypothesis,testing,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,,2013-03-10 13:51:19.000,2023-05-14 02:41:41.339,2023-05-14 01:16:52,12960.0,189.0,534.0,70.0,2247.0,48.0,1342.0,6703.0,2023-04-26 08:30:52.000,hypothesis-python-6.74.0,668.0,311.0,38,False,,hypothesis,conda-forge/hypothesis,,20738.0,20738.0,https://pypi.org/project/hypothesis,5779272.0,5871895.0,https://anaconda.org/conda-forge/hypothesis,2023-05-14 02:41:41.339,7595121.0,1.0,,,,,,,,,,,,,,,,,,,,
31,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2023-05-05 19:14:19.000,2023-05-05 15:48:32,714.0,21.0,604.0,127.0,114.0,96.0,665.0,14903.0,2023-04-10 09:14:19.000,0.7.0,19.0,42.0,37,True,,loguru,conda-forge/loguru,,55024.0,52535.0,https://pypi.org/project/loguru,8967476.0,8990966.0,https://anaconda.org/conda-forge/loguru,2023-04-10 11:59:26.560,1198029.0,2.0,2020-09-20 07:54:28.000,2489.0,,,,,,,,,,,,,,,,,,
32,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2023-05-18 04:18:16.000,2023-05-18 04:18:11,6136.0,366.0,1034.0,101.0,568.0,14.0,4018.0,10284.0,2023-05-17 04:00:40.000,1.1.309,393.0,92.0,37,True,,,,,517.0,507.0,,,536793.0,,,,2.0,,,336.0,,,,,,,,pyright,https://www.npmjs.com/package/pyright,2023-05-17 03:54:47.518,10.0,536772.0,,,,,
33,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2023-05-12 06:43:22.000,2023-05-11 17:41:41,1307.0,15.0,516.0,67.0,378.0,186.0,446.0,5187.0,2023-03-10 01:08:04.773,1.7.5,36.0,166.0,37,True,,bandit,conda-forge/bandit,,43232.0,41457.0,https://pypi.org/project/bandit,3122192.0,3127040.0,https://anaconda.org/conda-forge/bandit,2023-03-11 07:26:25.891,232180.0,1.0,2022-03-04 07:43:44.000,1775.0,671.0,,,,,,,,,,,,,,,,,
34,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2023-05-09 12:33:44.000,2023-05-09 12:33:43,1357.0,4.0,703.0,120.0,453.0,114.0,594.0,4838.0,2022-11-23 18:29:05.901,2.10.0,16.0,131.0,37,True,,pycodestyle,conda-forge/pycodestyle,,349223.0,337684.0,https://pypi.org/project/pycodestyle,28874057.0,28950512.0,https://anaconda.org/conda-forge/pycodestyle,2022-11-24 16:23:10.571,6345801.0,1.0,2022-11-23 18:29:05.901,11539.0,,,,,,,,,,,,,,,,,,
35,autopep8,hhatto/autopep8,formatters,A tool that automatically formats Python code to conform to the PEP 8 style guide.,,https://github.com/hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2023-03-19 12:06:00.000,2023-03-19 12:05:58,2819.0,9.0,282.0,72.0,219.0,112.0,353.0,4349.0,2023-03-03 09:23:05.483,2.0.2,73.0,57.0,37,True,,autopep8,conda-forge/autopep8,,183229.0,177343.0,https://pypi.org/project/autopep8,3340069.0,3353741.0,https://anaconda.org/conda-forge/autopep8,2023-03-03 12:11:53.143,1134828.0,3.0,2022-12-15 15:08:07.499,5886.0,,,,,,,,,,,,,,,,,,
36,poetry,python-poetry/poetry,dependency-managers,Python packaging and dependency management made easy.,,https://github.com/python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2023-05-18 05:02:20.000,2023-05-16 16:53:56,2857.0,103.0,1921.0,188.0,2372.0,565.0,4394.0,25062.0,2023-04-02 16:02:08.000,1.4.2,100.0,458.0,36,True,,poetry,conda-forge/poetry,,,,https://pypi.org/project/poetry,11610181.0,11877904.0,https://anaconda.org/conda-forge/poetry,2023-04-05 19:52:39.807,865237.0,2.0,,,15102091.0,,,,,,,,,,,,,,,,,
37,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,,2011-12-04 08:49:15.000,2023-05-18 10:26:54.000,2023-05-18 07:57:07,4984.0,292.0,1356.0,497.0,675.0,194.0,1453.0,22817.0,2023-05-17 13:08:54.000,3.4.0.1,33.0,172.0,36,False,,glances,conda-forge/glances,,657.0,657.0,https://pypi.org/project/glances,229566.0,231823.0,https://anaconda.org/conda-forge/glances,2023-01-17 20:09:23.663,193014.0,1.0,,,1286.0,,,,,,,,,,,,,,,,,
38,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8,..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2023-05-18 11:14:40.000,2023-05-15 10:02:31,10828.0,356.0,468.0,129.0,304.0,225.0,1609.0,8773.0,,,162.0,138.0,36,True,,nuitka,conda-forge/nuitka,,1223.0,1223.0,https://pypi.org/project/nuitka,69237.0,75121.0,https://anaconda.org/conda-forge/nuitka,2023-05-17 07:22:04.708,500202.0,1.0,,,,,,,,,,,,,,,,,,,,
39,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2023-05-15 21:36:17.000,2023-05-15 19:52:10,23661.0,239.0,1626.0,202.0,5344.0,686.0,799.0,5039.0,2023-04-17 01:43:00.835,3.8.0,122.0,838.0,36,True,,buildbot,conda-forge/buildbot,,780.0,323.0,https://pypi.org/project/buildbot,31451.0,33691.0,https://anaconda.org/conda-forge/buildbot,2023-04-17 03:32:51.191,79585.0,1.0,2022-12-04 12:01:05.939,457.0,30261.0,,,,,,,,,,,,,,,,,
40,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2023-05-06 14:40:18.000,2023-05-06 14:40:18,1079.0,3.0,281.0,35.0,530.0,45.0,410.0,1419.0,2022-12-01 01:51:31.000,4.0.2,25.0,116.0,36,True,,twine,conda-forge/twine,,89475.0,89475.0,https://pypi.org/project/twine,3858940.0,3868265.0,https://anaconda.org/conda-forge/twine,2022-12-01 12:45:16.522,755361.0,1.0,,,,,,,,,,,,,,,,,,,,
41,wheel,pypa/wheel,build-tools,The official binary distribution format for Python.,,https://github.com/pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2023-05-16 07:02:03.000,2023-05-16 07:02:02,863.0,32.0,129.0,28.0,168.0,35.0,333.0,407.0,2023-03-14 15:11:10.051,0.40.0,72.0,71.0,36,True,,wheel,conda-forge/wheel,,245594.0,208879.0,https://pypi.org/project/wheel,171993752.0,172777871.0,https://anaconda.org/conda-forge/wheel,2023-03-14 16:43:24.949,64297784.0,1.0,2022-11-09 20:45:23.777,36715.0,,,,,,,,,,,,,,,,,,
42,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2023-05-16 01:20:34.857,2023-05-15 22:15:28,3688.0,32.0,341.0,96.0,241.0,291.0,397.0,3954.0,,,23.0,59.0,35,True,,invoke,conda-forge/invoke,,20477.0,20477.0,https://pypi.org/project/invoke,4919489.0,4930057.0,https://anaconda.org/conda-forge/invoke,2023-05-16 01:20:34.857,898293.0,2.0,,,,,,,,,,,,,,,,,,,,
43,pyre-check,facebook/pyre-check,type-checkers,Performant type-checking for python.,,https://github.com/facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2023-05-18 05:13:17.000,2023-05-18 05:04:33,14225.0,605.0,412.0,111.0,357.0,137.0,238.0,6345.0,2023-02-14 01:01:23.450,0.9.18,76.0,243.0,34,True,,pyre-check,,,48.0,,https://pypi.org/project/pyre-check,53023.0,53023.0,,,,3.0,2022-11-08 21:43:56.374,48.0,,,,,,,,,,,,,,,,,,
44,pipreqs,bndr/pipreqs,dependency-managers,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,,https://github.com/bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2023-05-17 22:07:58.000,2023-04-14 07:08:49,336.0,16.0,342.0,61.0,144.0,162.0,97.0,5131.0,2023-04-14 07:11:09.000,0.4.13,42.0,59.0,34,True,,pipreqs,conda-forge/pipreqs,,19428.0,19065.0,https://pypi.org/project/pipreqs,2326394.0,2326841.0,https://anaconda.org/conda-forge/pipreqs,2023-04-14 08:24:42.847,35774.0,2.0,2021-10-23 09:15:35.000,363.0,,,,,,,,,,,,,,,,,,
45,mimesis,lk-geimfari/mimesis,testing,"Mimesis is a robust data generator for Python, capable of rapidly producing large volumes of synthetic data for..",,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2023-05-18 09:51:01.000,2023-05-18 09:50:57,2458.0,127.0,313.0,61.0,1014.0,6.0,309.0,3963.0,2023-04-30 12:41:00.837,9.0.0,45.0,115.0,34,True,,mimesis,conda-forge/mimesis,,1397.0,1331.0,https://pypi.org/project/mimesis,120017.0,123455.0,https://anaconda.org/conda-forge/mimesis,2023-04-30 13:20:15.821,116737.0,1.0,2022-12-17 18:19:31.923,66.0,406.0,,,,,,,,,,,,,,,,,
46,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,,2013-08-13 15:55:58.000,2023-05-15 08:40:06.000,2023-05-13 15:15:46,1337.0,27.0,180.0,34.0,240.0,31.0,242.0,2560.0,2023-04-06 12:17:40.000,23.1.0,12.0,98.0,34,False,,structlog,conda-forge/structlog,,8330.0,8330.0,https://pypi.org/project/structlog,8186223.0,8189873.0,https://anaconda.org/conda-forge/structlog,2022-07-28 13:23:10.469,299349.0,2.0,,,,,,,,,,,,,,,,,,,,
47,wemake-python-styleguide,wemake-services/wemake-python-styleguide,linters,The strictest and most opinionated python linter ever!.,,https://github.com/wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2023-05-15 07:22:30.000,2023-05-15 07:22:27,2191.0,41.0,365.0,26.0,1589.0,98.0,958.0,2215.0,2022-09-27 11:36:27.000,0.17.0,54.0,180.0,34,True,,wemake-python-styleguide,,,14625.0,14625.0,https://pypi.org/project/wemake-python-styleguide,250167.0,250167.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
48,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2023-05-16 07:18:17.000,2023-05-16 07:18:13,1373.0,26.0,166.0,35.0,255.0,53.0,307.0,1803.0,2023-05-12 05:48:01.608,1.10.0,122.0,88.0,34,True,,prospector,conda-forge/prospector,,5018.0,4249.0,https://pypi.org/project/prospector,639430.0,640292.0,https://anaconda.org/conda-forge/prospector,2023-05-09 20:05:26.309,69877.0,1.0,2023-01-10 19:32:09.781,769.0,,,,,,,,,,,,,,,,,,
49,python-json-logger,madzak/python-json-logger,logging,Json Formatter for the standard python logger.,,https://github.com/madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2023-04-26 12:28:32.000,2023-02-28 17:40:55,262.0,3.0,204.0,26.0,82.0,5.0,89.0,1489.0,2023-02-21 17:39:43.000,2.0.7,10.0,63.0,34,True,,python-json-logger,conda-forge/python-json-logger,,49550.0,49550.0,https://pypi.org/project/python-json-logger,15440135.0,15490303.0,https://anaconda.org/conda-forge/python-json-logger,2023-02-22 15:29:12.361,3662320.0,2.0,,,,,,,,,,,,,,,,,,,,
50,pytest-cov,pytest-dev/pytest-cov,testing,Coverage plugin for pytest.,,https://github.com/pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2023-05-17 19:39:39.000,2023-02-28 12:05:33,910.0,2.0,196.0,36.0,237.0,126.0,238.0,1427.0,2022-09-28 18:41:46.166,4.0.0,44.0,82.0,34,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],286298.0,252544.0,https://pypi.org/project/pytest-cov,22977889.0,23075633.0,https://anaconda.org/conda-forge/pytest-cov,2022-09-29 00:56:23.882,8406006.0,1.0,2022-09-28 18:41:46.166,33754.0,,,,,,,,,,,,,,,,,,
51,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2023-04-25 23:37:23.000,2023-04-25 23:37:22,556.0,1.0,169.0,27.0,289.0,56.0,447.0,1262.0,2022-11-24 16:55:02.246,3.0.1,36.0,84.0,34,True,,pyflakes,conda-forge/pyflakes,,237661.0,223910.0,https://pypi.org/project/pyflakes,20618565.0,20692316.0,https://anaconda.org/conda-forge/pyflakes,2022-11-24 20:00:59.834,6121339.0,2.0,2022-11-24 16:55:02.246,13751.0,,,,,,,,,,,,,,,,,,
52,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2023-05-16 06:56:03.000,2023-05-16 06:56:02,521.0,126.0,93.0,18.0,87.0,12.0,249.0,1193.0,2023-05-12 07:43:21.691,4.0.0,59.0,29.0,34,True,,typeguard,conda-forge/typeguard,,16216.0,14794.0,https://pypi.org/project/typeguard,8680177.0,8685134.0,https://anaconda.org/conda-forge/typeguard,2023-05-12 09:34:55.089,257807.0,3.0,2023-03-01 22:37:52.893,1422.0,,,,,,,,,,,,,,,,,,
53,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-2-Clause,2011-12-14 15:33:15.000,2023-05-15 18:44:59.000,2023-05-15 18:44:56,1113.0,14.0,137.0,23.0,309.0,52.0,215.0,750.0,2023-04-29 18:30:51.495,0.13.0,29.0,74.0,34,True,,nose2,conda-forge/nose2,,24391.0,23254.0,https://pypi.org/project/nose2,566306.0,567862.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,93410.0,1.0,2022-07-16 16:40:18.561,1137.0,,,,,,,,,,,,,,,,,,
54,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,,2014-05-15 22:49:43.000,2023-05-04 03:47:22.000,2023-04-13 03:58:34,643.0,4.0,200.0,26.0,376.0,65.0,251.0,492.0,2023-04-12 16:11:39.000,23.1,18.0,88.0,34,False,,packaging,conda-forge/packaging,,715949.0,715949.0,https://pypi.org/project/packaging,152770093.0,153156926.0,https://anaconda.org/conda-forge/packaging,2023-04-12 22:06:30.481,32105834.0,2.0,,,709.0,,,,,,,,,,,,,,,,,
55,pyautogui,asweigart/pyautogui,testing,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,,https://github.com/asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2023-04-28 13:30:26.000,2021-09-14 17:41:07,402.0,,1040.0,183.0,148.0,405.0,222.0,8087.0,,,11.0,51.0,33,False,,pyautogui,conda-forge/pyautogui,,23441.0,23441.0,https://pypi.org/project/pyautogui,601681.0,604584.0,https://anaconda.org/conda-forge/pyautogui,2022-09-10 02:31:57.039,191611.0,2.0,,,,,,,,,,,,,,,,,,,,
56,pipx,pypa/pipx,dependency-managers,Install and Run Python Applications in Isolated Environments.,,https://github.com/pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2023-05-18 13:03:55.000,2023-04-22 12:17:10,558.0,18.0,285.0,72.0,430.0,127.0,431.0,6423.0,2023-03-12 06:23:00.522,1.2.0,52.0,91.0,33,True,,pipx,conda-forge/pipx,,1230.0,1216.0,https://pypi.org/project/pipx,908491.0,909964.0,https://anaconda.org/conda-forge/pipx,2023-03-13 16:16:53.369,24824.0,3.0,2022-05-28 04:17:00.000,14.0,626.0,,,,,,,,,,,,,,,,,
57,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2023-04-18 22:40:40.000,2023-02-22 05:49:22,592.0,3.0,249.0,33.0,219.0,129.0,177.0,3676.0,2022-08-12 12:25:03.405,1.2.2,59.0,109.0,33,True,,freezegun,conda-forge/freezegun,,4590.0,,https://pypi.org/project/freezegun,6284703.0,6296389.0,https://anaconda.org/conda-forge/freezegun,2022-08-12 15:46:56.359,1005060.0,2.0,2022-08-12 12:25:03.405,4590.0,,,,,,,6.0,,,,,,,,,,,
58,pyarmor,dashingsoft/pyarmor,security,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",,https://github.com/dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2023-05-18 14:10:25.000,2023-05-18 14:06:24,3993.0,421.0,231.0,44.0,38.0,11.0,1096.0,2209.0,2023-05-09 14:15:37.773,8.2.0,306.0,29.0,33,False,,pyarmor,,,840.0,816.0,https://pypi.org/project/pyarmor,175750.0,175750.0,,,,2.0,2022-12-11 06:32:00.693,24.0,,,,,,,,,,,,,,,,,,
59,pytest-mock,pytest-dev/pytest-mock,testing,Thin-wrapper around the mock package for easier use with pytest.,,https://github.com/pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2023-05-16 11:07:04.000,2023-05-16 11:07:04,551.0,11.0,123.0,34.0,224.0,13.0,125.0,1589.0,2022-10-05 18:54:14.310,3.10.0,58.0,64.0,33,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],67664.0,62624.0,https://pypi.org/project/pytest-mock,10429538.0,10454592.0,https://anaconda.org/conda-forge/pytest-mock,2022-10-06 14:14:09.423,2054472.0,2.0,2022-10-05 18:54:14.310,5040.0,,,,,,,,,,,,,,,,,,
60,nodeenv,ekalinin/nodeenv,virtual-envs,Virtual environment for Node.js & integrator with virtualenv.,,https://github.com/ekalinin/nodeenv,https://github.com/ekalinin/nodeenv,,2011-03-29 15:28:56.000,2023-05-12 12:06:46.491,2023-05-12 08:01:49,682.0,10.0,176.0,35.0,155.0,45.0,134.0,1582.0,2023-05-12 08:13:47.000,1.8.0,46.0,91.0,33,False,,nodeenv,conda-forge/nodeenv,,46340.0,46340.0,https://pypi.org/project/nodeenv,10566106.0,10603336.0,https://anaconda.org/conda-forge/nodeenv,2023-05-12 12:06:46.491,2531677.0,2.0,,,,,,,,,,,,,,,,,,,,
61,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Asyncio support for pytest.,,https://github.com/pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2023-05-15 18:58:28.000,2023-05-09 15:46:22,418.0,34.0,120.0,37.0,307.0,28.0,210.0,1145.0,2023-03-19 10:29:04.493,0.21.0,36.0,41.0,33,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1156.0,,https://pypi.org/project/pytest-asyncio,6534404.0,6556955.0,https://anaconda.org/conda-forge/pytest-asyncio,2023-03-19 13:23:50.028,1623314.0,2.0,2022-12-08 12:30:00.681,1156.0,90.0,,,,,,,,,,,,,,,,,
62,pytest-html,pytest-dev/pytest-html,testing,Plugin for generating HTML reports for pytest results.,,https://github.com/pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,,2015-04-14 19:22:42.000,2023-05-13 19:04:09.000,2023-05-13 19:04:08,464.0,51.0,203.0,23.0,319.0,120.0,212.0,589.0,2022-11-11 08:16:56.000,3.2.0,20.0,49.0,33,False,,pytest-html,conda-forge/pytest-html,['pytest'],33434.0,33434.0,https://pypi.org/project/pytest-html,3285733.0,3291496.0,https://anaconda.org/conda-forge/pytest-html,2022-10-25 19:38:16.703,414984.0,2.0,,,,,,,,,,,,,,,,,,,,
63,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2023-03-12 13:12:02.000,2023-02-14 00:43:52,1110.0,,93.0,23.0,106.0,9.0,104.0,539.0,2021-11-30 21:05:47.000,0.8.3,26.0,46.0,33,True,,parso,conda-forge/parso,,308349.0,302344.0,https://pypi.org/project/parso,18105500.0,18318125.0,https://anaconda.org/conda-forge/parso,2021-12-01 05:04:36.494,13820663.0,2.0,2021-11-30 21:05:47.000,6005.0,,,,,,,,,,,,,,,,,,
64,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2023-05-12 22:24:58.000,2023-05-12 22:24:57,3092.0,42.0,2736.0,382.0,948.0,30.0,1572.0,31885.0,2023-04-06 03:59:00.000,2.3.17,73.0,419.0,32,True,,pyenv,,,,,https://pypi.org/project/pyenv,9747.0,9747.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
65,py-spy,benfred/py-spy,profiling,Sampling profiler for Python programs.,,https://github.com/benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2023-05-15 19:53:06.000,2022-12-09 01:08:31,462.0,,339.0,116.0,280.0,109.0,183.0,10256.0,2022-09-07 21:58:56.000,0.3.14,20.0,31.0,32,True,,py-spy,conda-forge/py-spy,,2613.0,2613.0,https://pypi.org/project/py-spy,3066215.0,3077515.3333333335,https://anaconda.org/conda-forge/py-spy,2022-09-09 07:18:41.721,438268.0,2.0,,,12135.0,,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,845.3333333333334,405851.0,
66,playwright-python,microsoft/playwright-python,testing,Python version of the Playwright testing and automation library.,,https://github.com/microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2023-05-18 00:53:57.000,2023-05-18 00:53:56,644.0,35.0,711.0,121.0,724.0,40.0,986.0,8645.0,2023-05-03 11:23:01.502,1.33.0,97.0,32.0,32,True,,playwright,,,186.0,,https://pypi.org/project/playwright,1290786.0,1290786.0,,,,2.0,2023-01-25 17:35:13.011,186.0,,,,,,,,,,,,,,,,,,
67,PDM,pdm-project/pdm,dependency-managers,A modern Python package and dependency manager supporting the latest PEP standards.,,https://github.com/pdm-project/pdm,https://github.com/pdm-project/pdm,MIT,2019-12-27 03:50:57.000,2023-05-16 23:49:04.000,2023-05-16 23:48:12,2273.0,129.0,215.0,31.0,675.0,26.0,1037.0,4553.0,2023-05-10 03:28:51.000,2.6.1,100.0,112.0,32,True,,pdm,conda-forge/pdm,,132.0,132.0,https://pypi.org/project/pdm,201419.0,207731.0,https://anaconda.org/conda-forge/pdm,2023-05-10 06:08:26.595,126248.0,3.0,,,3.0,,,,,,,,,,,,,,,,,
68,pytype,google/pytype,type-checkers,A static type analyzer for Python code.,,https://github.com/google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2023-05-18 04:35:35.741,2023-05-12 22:12:56,5984.0,151.0,273.0,56.0,814.0,117.0,493.0,4215.0,2023-05-09 01:45:01.160,2023.5.8,172.0,93.0,32,True,,pytype,conda-forge/pytype,,132.0,,https://pypi.org/project/pytype,247552.0,251948.0,https://anaconda.org/conda-forge/pytype,2023-05-18 04:35:35.741,158286.0,3.0,2023-01-31 21:44:41.768,132.0,,,,,,,,,,,,,,,,,,
69,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2023-05-17 20:44:00.000,2023-05-13 19:46:01,1203.0,6.0,216.0,48.0,266.0,157.0,167.0,2664.0,2022-11-03 17:20:34.545,2022.1.3,76.0,92.0,32,True,,pudb,conda-forge/pudb,,5554.0,4798.0,https://pypi.org/project/pudb,203063.0,205673.0,https://anaconda.org/conda-forge/pudb,2022-11-04 08:31:30.859,214053.0,1.0,2022-11-03 17:20:34.545,756.0,,,,,,,,,,,,,,,,,,
70,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2023-04-11 09:56:01.000,2023-04-11 09:56:01,379.0,8.0,146.0,28.0,83.0,60.0,127.0,1705.0,2023-03-09 15:41:00.602,0.13.13,46.0,57.0,32,True,,ipdb,conda-forge/ipdb,,53841.0,44900.0,https://pypi.org/project/ipdb,2182986.0,2187368.0,https://anaconda.org/conda-forge/ipdb,2023-03-23 21:56:15.404,359375.0,1.0,2022-12-13 15:37:01.965,8941.0,,,,,,,,,,,,,,,,,,
71,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2023-05-18 04:01:52.000,2023-05-18 01:57:46,8624.0,82.0,271.0,61.0,973.0,638.0,2719.0,1693.0,2023-03-21 16:25:11.000,4.5.2,18.0,148.0,32,True,,scons,conda-forge/scons,,,,https://pypi.org/project/scons,971974.0,977895.0,https://anaconda.org/conda-forge/scons,2023-03-22 07:57:20.421,436341.0,2.0,,,1274.0,,,,,,,,,,,,,,,,,
72,tabulate,astanin/python-tabulate,logging,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",,https://github.com/astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2023-04-30 10:08:19.000,2023-04-30 10:08:19,610.0,1.0,129.0,22.0,87.0,50.0,129.0,1653.0,,,13.0,84.0,32,True,,tabulate,conda-forge/tabulate,,119247.0,119247.0,https://pypi.org/project/tabulate,45595001.0,45652837.0,https://anaconda.org/conda-forge/tabulate,2022-10-07 10:29:50.640,4858293.0,2.0,,,,,,,,,,,,,,,,,,,,
73,rope,python-rope/rope,refactoring,a python refactoring library.,,https://github.com/python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2023-05-05 07:09:09.431,2023-05-05 05:10:46,3141.0,21.0,145.0,26.0,344.0,70.0,224.0,1605.0,,,23.0,77.0,32,True,,rope,conda-forge/rope,,63279.0,63279.0,https://pypi.org/project/rope,589687.0,605274.0,https://anaconda.org/conda-forge/rope,2023-05-05 07:09:09.431,1137864.0,1.0,,,,,,,,,,,,,,,,,,,,
74,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2023-05-09 07:41:22.000,2023-03-26 13:44:46,538.0,11.0,101.0,31.0,81.0,20.0,145.0,1444.0,2023-03-26 06:25:00.948,6.0.1,56.0,56.0,32,True,,radon,conda-forge/radon,,4641.0,4007.0,https://pypi.org/project/radon,441618.0,442487.0,https://anaconda.org/conda-forge/radon,2021-09-07 09:02:03.415,58259.0,2.0,2021-08-08 13:25:20.000,634.0,,,,,,,,,,,,,,,,,,
75,nox,theacodes/nox,testing,Flexible test automation for Python.,,https://github.com/wntrblm/nox,https://github.com/wntrblm/nox,Apache-2.0,2016-02-24 04:02:58.000,2023-05-14 15:25:13.000,2023-04-23 01:30:43,524.0,11.0,134.0,24.0,396.0,51.0,265.0,1059.0,2023-04-23 03:14:01.967,2023.4.22,25.0,86.0,32,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],4368.0,4026.0,https://pypi.org/project/nox,1064050.0,1067199.0,https://anaconda.org/conda-forge/nox,2023-04-29 21:25:10.082,173203.0,2.0,2022-11-21 16:15:35.393,342.0,,,,,,,,,,,,,,,,,,
76,progressbar2,WoLpH/python-progressbar,logging,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,,https://github.com/wolph/python-progressbar,https://github.com/wolph/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2023-05-18 08:05:18.000,2023-03-18 11:25:49,975.0,3.0,97.0,21.0,67.0,11.0,200.0,813.0,2022-10-26 13:47:55.000,4.2.0,44.0,42.0,32,True,,progressbar2,conda-forge/progressbar2,,28343.0,28343.0,https://pypi.org/project/progressbar2,15463774.0,15475068.0,https://anaconda.org/conda-forge/progressbar2,2022-10-27 07:36:32.452,890140.0,2.0,,,1884.0,,,,,,,,,,,,,,,,,
77,memray,bloomberg/memray,profiling,Memray is a memory profiler for Python.,,https://github.com/bloomberg/memray,https://github.com/bloomberg/memray,Apache-2.0,2022-04-08 18:04:11.000,2023-05-16 22:24:37.000,2023-05-01 20:31:54,1005.0,73.0,311.0,56.0,233.0,21.0,90.0,10543.0,2023-02-21 20:02:22.000,1.7.0,11.0,32.0,31,True,,memray,conda-forge/memray,,146.0,146.0,https://pypi.org/project/memray,81394.0,84288.0,https://anaconda.org/conda-forge/memray,2023-02-22 05:53:10.527,37632.0,2.0,,,,,,,,,,,,,,,,,,,,
78,xonsh,xonsh/xonsh,shell,"Python-powered, cross-platform, Unix-gazing shell.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,BSD-1-Clause,2015-01-21 22:05:27.000,2023-05-18 08:36:06.000,2023-05-16 16:17:18,10427.0,27.0,593.0,102.0,2552.0,263.0,2176.0,7027.0,2022-12-08 14:51:59.948,0.13.4,121.0,313.0,31,False,,xonsh,,,98.0,,https://pypi.org/project/xonsh,7134.0,7221.0,,,,1.0,2022-12-08 14:51:59.948,98.0,8577.0,,,,,,,,,,,,,,,,,
79,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2023-05-09 03:43:14.112,2023-05-09 01:24:24,669.0,30.0,178.0,46.0,48.0,19.0,175.0,4406.0,2023-05-09 01:11:03.485,3.1.2,31.0,7.0,31,True,,alive-progress,conda-forge/alive-progress,,2038.0,1857.0,https://pypi.org/project/alive-progress,285555.0,286381.0,https://anaconda.org/conda-forge/alive-progress,2023-05-09 03:43:14.112,32249.0,2.0,2023-01-02 21:20:40.562,181.0,,,,,,,,,,,,,,,,,,
80,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme for readthedocs.org.,,https://github.com/readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2023-05-18 13:08:10.000,2023-05-18 13:08:10,1449.0,3.0,1554.0,165.0,672.0,166.0,602.0,4363.0,,,18.0,115.0,31,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],16.0,16.0,https://pypi.org/project/sphinx_rtd_theme,3302061.0,3343115.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2023-02-12 11:49:57.271,3325412.0,2.0,,,,,,,,,,,,,,,,,,,,
81,factory_boy,FactoryBoy/factory_boy,testing,A test fixtures replacement for Python.,,https://github.com/FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2023-05-03 11:15:44.000,2023-05-03 09:02:42,975.0,11.0,367.0,41.0,475.0,190.0,380.0,3105.0,2021-10-26 14:02:33.000,3.2.1,42.0,126.0,31,True,,factory_boy,conda-forge/factory_boy,,814.0,,https://pypi.org/project/factory_boy,2731448.0,2732996.0,https://anaconda.org/conda-forge/factory_boy,2021-10-26 21:47:41.376,123885.0,2.0,2021-10-26 14:02:33.000,814.0,,,,,,,5.0,,,,,,,,,,,
82,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2023-05-12 14:47:54.000,2023-05-11 20:12:32,569.0,21.0,91.0,11.0,157.0,44.0,293.0,1220.0,2023-01-19 23:00:14.000,0.20.0,15.0,36.0,31,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],7755.0,7755.0,https://pypi.org/project/mkdocstrings,354252.0,356275.0,https://anaconda.org/conda-forge/mkdocstrings,2023-04-07 10:32:53.843,62734.0,2.0,,,,,,,,,,,,,,,,,,,,
83,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the py.test runner.,,https://github.com/pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2023-05-09 05:14:52.000,2023-04-04 06:58:55,1023.0,7.0,185.0,55.0,318.0,104.0,190.0,1159.0,2022-11-09 16:51:21.000,6.1.1,4.0,54.0,31,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],2812.0,2812.0,https://pypi.org/project/pytest-bdd,707827.0,708931.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,53003.0,2.0,,,,,,,,,,,,,,,,,,,,
84,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2023-05-03 14:12:17.000,2023-04-10 11:51:09,424.0,14.0,70.0,17.0,159.0,23.0,90.0,1072.0,2023-04-10 11:18:29.000,0.9.7,29.0,48.0,31,True,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],24893.0,22155.0,https://pypi.org/project/pytest-sugar,866108.0,868806.0,https://anaconda.org/conda-forge/pytest-sugar,2023-04-10 13:13:03.642,185842.0,2.0,2022-11-05 08:06:05.737,2738.0,5.0,,,,,,,,,,,,,,,,,
85,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2023-02-10 09:37:04.000,2023-01-17 20:27:44,742.0,,188.0,20.0,313.0,111.0,222.0,1047.0,2023-01-17 20:31:11.783,6.3.0,22.0,89.0,31,True,,pydocstyle,conda-forge/pydocstyle,,57819.0,55033.0,https://pypi.org/project/pydocstyle,3095661.0,3112424.0,https://anaconda.org/conda-forge/pydocstyle,2023-01-17 23:20:42.339,1374602.0,2.0,2023-01-17 20:31:11.783,2786.0,60.0,,,,,,,,,,,,,,,,,
86,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2023-05-14 09:46:26.000,2023-05-14 09:46:26,515.0,9.0,122.0,22.0,133.0,31.0,81.0,1026.0,2023-04-10 09:07:08.837,3.7.0,29.0,54.0,31,False,,prettytable,conda-forge/prettytable,,44588.0,43594.0,https://pypi.org/project/prettytable,8022190.0,8035371.0,https://anaconda.org/conda-forge/prettytable,2023-04-11 08:30:15.746,1094067.0,2.0,2023-01-09 20:56:32.595,994.0,,,,,,,,,,,,,,,,,,
87,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2023-05-11 21:59:40.652,2023-05-09 23:53:56,310.0,17.0,91.0,8.0,193.0,47.0,143.0,938.0,2023-05-10 00:00:02.878,23.5.9,58.0,73.0,31,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],32529.0,32096.0,https://pypi.org/project/flake8-bugbear,1874618.0,1890134.0,https://anaconda.org/conda-forge/flake8-bugbear,2023-05-11 21:59:40.652,698231.0,2.0,2023-01-20 21:20:01.679,433.0,,,,,,,,,,,,,,,,,,
88,asv,airspeed-velocity/asv,testing,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,,https://github.com/airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2023-05-14 20:18:48.000,2023-05-02 10:17:02,2155.0,132.0,157.0,21.0,762.0,135.0,393.0,772.0,2022-02-06 14:17:08.000,0.5.1,13.0,73.0,31,True,,asv,conda-forge/asv,,929.0,929.0,https://pypi.org/project/asv,20960.0,30295.0,https://anaconda.org/conda-forge/asv,2022-11-04 11:34:14.554,709485.0,2.0,,,,,,,,,,,,,,,,,,,,
89,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,,2013-12-07 00:03:15.000,2023-04-30 12:05:23.000,2023-04-21 00:12:44,383.0,10.0,171.0,30.0,88.0,63.0,56.0,693.0,,,6.0,29.0,31,False,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],97345.0,97345.0,https://pypi.org/project/alabaster,6304210.0,6377310.0,https://anaconda.org/conda-forge/alabaster,2023-01-13 21:36:23.432,5994243.0,2.0,,,,,,,,,,,,,,,,,,,,
90,sphinx-autodoc-typehints,tox-dev/sphinx-autodoc-typehints,documentation,Type hints support for the Sphinx autodoc extension.,,https://github.com/tox-dev/sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2023-05-15 17:36:58.000,2023-05-03 22:39:02,305.0,13.0,93.0,11.0,189.0,27.0,139.0,484.0,2023-04-13 18:32:10.000,1.23.0,35.0,52.0,31,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],36319.0,36319.0,https://pypi.org/project/sphinx-autodoc-typehints,1295948.0,1303467.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2023-01-25 17:54:59.740,496295.0,2.0,,,,,,,,,,,,,,,,,,,,
91,Scalene,plasma-umass/scalene,profiling,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization..",,https://github.com/plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2023-05-10 00:07:23.000,2023-04-25 15:44:10,2953.0,30.0,241.0,70.0,217.0,138.0,220.0,7672.0,2023-04-20 20:02:50.000,1.5.21.2,37.0,39.0,30,True,,scalene,,,446.0,446.0,https://pypi.org/project/scalene,14619.0,14619.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
92,pyinstrument,joerick/pyinstrument,profiling,Call stack profiler for Python. Shows you why your code is slow!.,,https://github.com/joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2023-05-17 03:06:31.000,2023-05-16 08:10:49,847.0,36.0,202.0,55.0,127.0,17.0,98.0,5312.0,,,26.0,50.0,30,True,,pyinstrument,conda-forge/pyinstrument,,1472.0,1472.0,https://pypi.org/project/pyinstrument,452618.0,455090.0,https://anaconda.org/conda-forge/pyinstrument,2022-11-05 17:20:23.957,197776.0,2.0,,,,,,,,,,,,,,,,,,,,
93,pex,pantsbuild/pex,packaging,"A tool for generating .pex (Python EXecutable) files, lock files and venvs.",,https://github.com/pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2023-05-13 17:14:32.000,2023-05-13 17:12:47,1333.0,44.0,234.0,55.0,1108.0,148.0,882.0,2319.0,2023-05-13 17:15:35.000,2.1.137,100.0,113.0,30,True,,pex,,,,,https://pypi.org/project/pex,748907.0,869050.0,,,,2.0,,,3003594.0,,,,,,,,,,,,,,,,,
94,flit,pypa/flit,build-tools,Simplified packaging of Python modules.,,https://github.com/pypa/flit,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2023-05-16 14:17:25.000,2023-05-14 14:47:29,1157.0,15.0,113.0,33.0,264.0,108.0,269.0,1951.0,,,22.0,66.0,30,True,,flit,conda-forge/flit,,1406.0,1406.0,https://pypi.org/project/flit,144591.0,146682.0,https://anaconda.org/conda-forge/flit,2023-05-14 17:16:09.544,156880.0,3.0,,,,,,,,,,,,,,,,,,,,
95,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2023-04-21 13:18:12.000,2023-04-21 13:17:49,643.0,5.0,465.0,70.0,257.0,66.0,148.0,1662.0,,,10.0,91.0,30,True,,pyelftools,conda-forge/pyelftools,,5763.0,5215.0,https://pypi.org/project/pyelftools,1975318.0,1976810.0,https://anaconda.org/conda-forge/pyelftools,2022-10-29 13:21:01.531,128357.0,2.0,2022-08-10 21:45:29.337,548.0,,,,,,,,,,,,,,,,,,
96,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2023-05-10 13:59:56.000,2023-01-16 03:40:03,1483.0,,162.0,53.0,162.0,78.0,215.0,1596.0,,,10.0,65.0,30,True,,doit,conda-forge/doit,,1504.0,1504.0,https://pypi.org/project/doit,398104.0,401107.0,https://anaconda.org/conda-forge/doit,2022-04-22 16:36:58.774,195245.0,3.0,,,,,,,,,,,,,,,,,,,,
97,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,,2011-12-13 19:36:32.000,2022-07-03 21:17:25.000,2016-03-04 01:16:26,1004.0,,373.0,49.0,261.0,399.0,465.0,1359.0,,,1.0,95.0,30,False,,nose,conda-forge/nose,,141721.0,141721.0,https://pypi.org/project/nose,5046955.0,5079515.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,2735082.0,3.0,,,,,,,,,,,,,,,,,,,,
98,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://github.com/pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2023-05-17 14:41:30.000,2023-05-09 11:17:04,1485.0,67.0,180.0,23.0,376.0,97.0,375.0,716.0,2022-12-17 15:59:27.000,7.1.0,50.0,115.0,30,True,,setuptools_scm,conda-forge/setuptools_scm,,,,https://pypi.org/project/setuptools_scm,16651731.0,16670874.0,https://anaconda.org/conda-forge/setuptools_scm,2022-12-17 18:47:30.347,1646302.0,3.0,,,,,,,,,,,,,,,,,,,,
99,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2023-03-23 01:07:33.000,2023-03-23 01:07:33,145.0,2.0,52.0,16.0,57.0,13.0,39.0,567.0,2022-01-24 01:14:49.000,0.7.0,13.0,22.0,30,True,,mccabe,conda-forge/mccabe,,382504.0,366572.0,https://pypi.org/project/mccabe,27782796.0,27863577.0,https://anaconda.org/conda-forge/mccabe,2022-01-24 18:42:20.668,6704886.0,2.0,2022-01-24 01:14:49.000,15932.0,,,,,,,,,,,,,,,,,,
100,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,,2012-06-26 09:52:15.000,2023-05-16 08:59:09.000,2023-05-16 08:59:06,10071.0,39.0,5263.0,1096.0,350.0,63.0,4885.0,27018.0,2023-01-02 22:32:55.000,1.7,8.0,127.0,29,False,,sqlmap,,,,,https://pypi.org/project/sqlmap,8697.0,8697.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
101,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2023-05-12 22:09:01.000,2022-06-22 04:41:01,431.0,,470.0,165.0,153.0,138.0,169.0,9231.0,2022-06-22 04:50:45.000,0.15.1.0,9.0,40.0,29,True,,gdbgui,,,285.0,285.0,https://pypi.org/project/gdbgui,64192.0,64593.0,,,,2.0,,,13665.0,,,,,,,,,,,,,,,,,
102,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2023-04-10 14:01:09.000,2022-12-06 17:25:01,713.0,,367.0,77.0,160.0,125.0,113.0,3873.0,2022-11-15 17:59:01.069,0.61.0,59.0,101.0,29,True,,memory_profiler,conda-forge/memory_profiler,,219.0,,https://pypi.org/project/memory_profiler,702386.0,706288.0,https://anaconda.org/conda-forge/memory_profiler,2022-11-16 08:09:24.242,327834.0,2.0,2022-11-15 17:59:01.069,219.0,,,,,,,,,,,,,,,,,,
103,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2023-05-15 01:17:30.000,2023-05-01 11:28:11,909.0,34.0,166.0,27.0,223.0,16.0,304.0,1534.0,,,,44.0,29,True,,pdoc,,,1788.0,1788.0,https://pypi.org/project/pdoc,102067.0,102067.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
104,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,,2010-07-22 10:13:12.000,2022-10-28 10:53:26.838,2019-10-16 17:48:40,1195.0,,152.0,35.0,151.0,49.0,126.0,1436.0,2016-07-28 10:37:00.000,1.0.0,2.0,76.0,29,False,,logbook,conda-forge/logbook,,4440.0,4440.0,https://pypi.org/project/logbook,2787048.0,2789637.0,https://anaconda.org/conda-forge/logbook,2022-10-28 10:53:26.838,129335.0,3.0,,,296.0,,,,,,,,,,,,,,,,,
105,colorlog,borntyping/python-colorlog,logging,A colored formatter for the python logging module.,,https://github.com/borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2023-02-08 04:25:59.000,2022-08-29 14:53:21,230.0,,81.0,12.0,46.0,1.0,73.0,801.0,2021-11-08 16:58:17.000,6.6.0,20.0,30.0,29,True,,colorlog,conda-forge/colorlog,,24957.0,24957.0,https://pypi.org/project/colorlog,6582815.0,6600031.0,https://anaconda.org/conda-forge/colorlog,2022-10-26 21:11:56.658,1463424.0,3.0,,,,,,,,,,,,,,,,,,,,
106,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,,2009-02-03 18:52:25.000,2023-05-17 21:27:39.000,2023-02-28 20:05:14,1758.0,2.0,178.0,21.0,352.0,159.0,392.0,675.0,2023-03-31 19:07:42.000,4.35.0,42.0,107.0,29,False,breathe-doc/breathe,breathe,conda-forge/breathe,,9682.0,9682.0,https://pypi.org/project/breathe,362412.0,368371.0,https://anaconda.org/conda-forge/breathe,2023-03-01 13:19:31.767,469186.0,2.0,,,505.0,,,,,,,,,,,,,,,,,
107,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2023-03-15 15:29:58.000,2022-11-08 15:07:52,1711.0,,172.0,55.0,274.0,134.0,229.0,560.0,2022-11-08 15:13:17.367,3.0.1,123.0,92.0,29,False,,zc.buildout,conda-forge/zc.buildout,,1064.0,,https://pypi.org/project/zc.buildout,75961.0,77204.0,https://anaconda.org/conda-forge/zc.buildout,2022-03-31 09:12:41.632,24872.0,3.0,2022-11-08 15:13:17.367,1064.0,,,,,,,7.0,,,,,,,,,,,
108,pylint-django,PyCQA/pylint-django,linters,Pylint plugin for improving code analysis for when using Django.,,https://github.com/PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2023-05-15 04:10:34.000,2023-05-15 04:10:28,628.0,5.0,116.0,17.0,182.0,50.0,164.0,554.0,2022-03-26 22:16:11.000,2.5.3,23.0,68.0,29,True,,pylint-django,conda-forge/pylint-django,['pylint'],25875.0,25875.0,https://pypi.org/project/pylint-django,1035686.0,1037482.0,https://anaconda.org/conda-forge/pylint-django,2022-04-07 12:02:14.331,145104.0,2.0,,,232.0,,,,,,,,,,,,,,,,,
109,coveralls-python,TheKevJames/coveralls-python,testing,Show coverage stats online via coveralls.io.,,https://github.com/TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2023-05-09 03:45:03.000,2023-05-03 14:19:26,474.0,1.0,184.0,8.0,225.0,14.0,146.0,519.0,2021-11-11 20:59:17.000,3.3.1,28.0,64.0,29,True,,coveralls,conda-forge/coveralls,['pytest'],31287.0,31287.0,https://pypi.org/project/coveralls,490750.0,502808.0,https://anaconda.org/conda-forge/coveralls,2022-08-03 01:11:21.846,916445.0,3.0,,,,,,,,,,,,,,,,,,,,
110,gast,serge-sans-paille/gast,ast,Python AST that abstracts the underlying Python version.,,https://github.com/serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2023-04-29 19:36:34.000,2023-04-29 19:35:43,97.0,3.0,27.0,12.0,44.0,1.0,29.0,127.0,2023-04-29 19:44:01.995,0.5.4,21.0,10.0,29,True,,gast,conda-forge/gast,,119915.0,117978.0,https://pypi.org/project/gast,13406963.0,13443475.0,https://anaconda.org/conda-forge/gast,2021-11-15 08:20:52.503,2190773.0,1.0,2021-11-13 21:39:31.000,1937.0,,,,,,,,,,,,,,,,,,
111,mamba,mamba-org/mamba,dependency-managers,The Fast Cross-Platform Package Manager.,,https://github.com/mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2023-05-17 15:47:49.000,2023-05-17 15:11:23,2451.0,103.0,269.0,48.0,1214.0,473.0,844.0,4666.0,2023-05-16 21:07:08.000,2023.05.16,105.0,123.0,28,True,,,conda-forge/mamba,,,,,,148303.0,https://anaconda.org/conda-forge/mamba,2023-04-06 15:21:25.785,7415198.0,3.0,,,,,,,,,,,,,,,,,,,,
112,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2022-07-03 04:03:12.000,2021-06-11 17:11:55,4487.0,,1356.0,106.0,3152.0,835.0,2373.0,3469.0,2017-05-30 10:07:57.000,0.11.1,730.0,483.0,28,False,,coala-bears,,,121.0,12.0,https://pypi.org/project/coala-bears,2936.0,2937.0,,,,2.0,2017-11-10 21:04:50.000,109.0,166.0,,,,,,,,,,,,,,,,,
113,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2023-05-16 11:11:18.000,2023-04-11 16:04:33,1217.0,6.0,360.0,48.0,407.0,121.0,198.0,3049.0,2022-10-05 17:13:10.000,1.4.0,37.0,71.0,28,True,,detect-secrets,,,35.0,,https://pypi.org/project/detect-secrets,413841.0,413841.0,,,,3.0,2022-10-04 19:58:36.939,35.0,,,,,,,,,,,,,,,,,,
114,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2023-05-07 04:19:19.000,2023-02-27 07:59:09,717.0,2.0,119.0,22.0,136.0,15.0,162.0,2519.0,2023-01-08 21:24:44.000,2.7,12.0,35.0,28,True,,vulture,conda-forge/vulture,,3752.0,3752.0,https://pypi.org/project/vulture,370981.0,371835.0,https://anaconda.org/conda-forge/vulture,2023-01-09 08:50:44.861,69175.0,2.0,,,,,,,,,,,,,,,,,,,,
115,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2023-05-17 13:51:51.000,2022-07-14 07:40:12,517.0,,97.0,32.0,361.0,41.0,66.0,2443.0,2022-02-10 14:51:38.000,1.3.3,31.0,19.0,28,True,,notifiers,conda-forge/notifiers,,966.0,941.0,https://pypi.org/project/notifiers,591528.0,592631.0,https://anaconda.org/conda-forge/notifiers,2022-09-07 07:53:17.789,31990.0,3.0,2022-02-10 14:51:38.000,25.0,,,,,,,,,,,,,,,,,,
116,briefcase,beeware/briefcase,packaging,Tools to support converting a Python project into a standalone native application.,,https://github.com/beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000,2023-05-18 02:24:15.000,2023-05-18 02:24:15,3011.0,486.0,265.0,42.0,618.0,106.0,492.0,1726.0,2023-04-12 04:02:57.000,0.3.14,24.0,121.0,28,True,,briefcase,,,,,https://pypi.org/project/briefcase,5474.0,5476.0,,,,2.0,,,112.0,,,,,,,,,,,,,,,,,
117,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2023-02-22 17:27:24.000,2023-01-29 19:46:36,3335.0,,600.0,90.0,533.0,135.0,170.0,1704.0,2016-11-25 22:13:29.000,4.0.515,36.0,385.0,28,True,,diamond,,,174.0,140.0,https://pypi.org/project/diamond,17685.0,17685.0,,,,3.0,2016-11-25 22:13:29.000,34.0,,,,,,,,,,,,,,,,,,
118,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2022-12-31 03:02:53.000,2022-12-31 03:02:53,264.0,,94.0,25.0,109.0,38.0,77.0,720.0,2019-12-10 01:50:33.000,0.8.1,14.0,33.0,28,True,,astor,conda-forge/astor,,2166.0,,https://pypi.org/project/astor,6636875.0,6664228.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1996770.0,2.0,2019-12-10 01:50:33.000,2166.0,,,,,,,,,,,,,,,,,,
119,python-coloredlogs,xolox/python-coloredlogs,logging,Colored terminal output for Pythons logging module.,,https://github.com/xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2023-04-25 13:29:34.000,2021-06-11 10:22:09,273.0,,41.0,9.0,36.0,30.0,51.0,504.0,,,7.0,15.0,28,False,,coloredlogs,anaconda/coloredlogs,,21627.0,21627.0,https://pypi.org/project/coloredlogs,5904490.0,5904631.0,https://anaconda.org/anaconda/coloredlogs,2023-03-17 13:09:02.979,9589.0,3.0,,,,,,,,,,,,,,,,,,,,
120,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2022-12-08 14:26:52.000,2021-10-18 03:34:23,504.0,,41.0,6.0,61.0,71.0,95.0,475.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,28,False,,darglint,conda-forge/darglint,,18575.0,18454.0,https://pypi.org/project/darglint,492468.0,493894.0,https://anaconda.org/conda-forge/darglint,2021-11-05 17:11:34.449,62759.0,2.0,2021-10-18 03:40:35.000,121.0,,,,,,,,,,,,,,,,,,
121,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2023-05-18 10:42:54.000,2023-05-18 10:42:45,556.0,35.0,51.0,12.0,101.0,12.0,97.0,406.0,2023-05-17 01:09:14.000,1.7.0,57.0,26.0,28,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,2977.0,2835.0,https://pypi.org/project/docformatter,350501.0,352480.0,https://anaconda.org/conda-forge/docformatter,2023-05-15 03:20:33.851,63358.0,3.0,2022-12-16 19:22:01.584,142.0,,,,,,,,,,,,,,,,,,
122,wasabi,ines/wasabi,logging,A lightweight console printing and formatting toolkit.,,https://github.com/explosion/wasabi,https://github.com/explosion/wasabi,MIT,2018-11-17 14:40:55.000,2023-04-20 14:31:29.000,2023-04-20 14:31:29,255.0,2.0,26.0,15.0,31.0,4.0,5.0,380.0,2023-01-16 06:55:01.507,1.1.1,40.0,12.0,28,True,explosion/wasabi,wasabi,conda-forge/wasabi,,28756.0,28448.0,https://pypi.org/project/wasabi,4219536.0,4240530.0,https://anaconda.org/conda-forge/wasabi,2023-01-23 10:44:50.730,1070696.0,3.0,2023-01-16 06:55:01.507,308.0,,,,,,,,,,,,,,,,,,
123,nitpick,andreoliwa/nitpick,linters,Enforce the same settings on multiple projects.,,https://github.com/andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2023-05-18 11:40:35.000,2023-05-18 10:31:49,780.0,76.0,21.0,4.0,463.0,45.0,78.0,345.0,2023-03-29 18:53:41.000,0.33.1,50.0,15.0,28,True,,nitpick,,['flake8'],1233.0,1233.0,https://pypi.org/project/nitpick,88428.0,88428.0,,,,2.0,,,4.0,,,,,,,,,,,,,,,,,
124,executing,alexmojaki/executing,ast,"Get information about what a Python frame is currently doing, particularly the AST node being executed.",,https://github.com/alexmojaki/executing,https://github.com/alexmojaki/executing,MIT,2019-05-25 08:22:26.000,2023-05-15 16:30:35.000,2022-12-27 17:54:48,436.0,,27.0,11.0,38.0,14.0,18.0,238.0,2020-12-27 11:10:13.000,0.5.4,18.0,9.0,28,True,,executing,conda-forge/executing,,73653.0,73653.0,https://pypi.org/project/executing,10229555.0,10401013.0,https://anaconda.org/conda-forge/executing,2022-11-01 15:44:50.965,7029779.0,2.0,,,,,,,,,,,,,,,,,,,,
125,typed_ast,python/typed_ast,ast,Modified fork of CPythons ast module that parses `# type:` comments.,,https://github.com/python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2022-10-29 20:43:34.047,2022-10-08 21:16:38,202.0,,55.0,20.0,106.0,1.0,86.0,217.0,2022-05-21 21:30:52.000,1.5.4,34.0,26.0,28,True,,typed_ast,conda-forge/typed-ast,,5526.0,,https://pypi.org/project/typed_ast,8460933.0,8550279.0,https://anaconda.org/conda-forge/typed-ast,2022-10-29 20:43:34.047,5986211.0,2.0,2022-05-21 21:30:52.000,5526.0,,,,,,,,,,,,,,,,,,
126,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2023-04-20 07:24:40.000,2019-12-22 18:11:19,86.0,,46.0,8.0,33.0,24.0,21.0,195.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,28,False,,astunparse,conda-forge/astunparse,,74559.0,74142.0,https://pypi.org/project/astunparse,7875541.0,7897304.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,1545215.0,2.0,2019-12-22 18:12:11.000,417.0,,,,,,,,,,,,,,,,,,
127,PyOxidizer,indygreg/PyOxidizer,packaging,A modern Python application packaging and distribution tool.,,https://github.com/indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2023-04-24 08:06:16.000,2023-01-21 22:38:30,6697.0,,198.0,60.0,123.0,295.0,230.0,4738.0,2022-12-30 01:38:05.000,pyoxidizer/0.24.0,22.0,53.0,27,True,,pyoxidizer,,,148.0,148.0,https://pypi.org/project/pyoxidizer,5657.0,5864.0,,,,2.0,,,8298.0,,,,,,,,,,,,,,,,,
128,pytest-testinfra,pytest-dev/pytest-testinfra,testing,Testinfra test your infrastructures.,,https://github.com/pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2023-05-09 13:29:05.000,2023-01-11 17:43:24,719.0,,321.0,82.0,377.0,128.0,207.0,2207.0,2022-12-06 07:57:49.000,7.0.1,11.0,123.0,27,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],9.0,,https://pypi.org/project/pytest-testinfra,250825.0,251195.0,https://anaconda.org/conda-forge/pytest-testinfra,2022-12-13 07:21:44.910,10364.0,3.0,2022-12-01 20:31:08.422,9.0,,,,,,,,,,,,,,,,,,
129,beartype,beartype/beartype,linters,Unbearably fast near-real-time runtime type-checking in pure Python.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2023-05-18 08:10:31.000,2023-05-18 07:33:19,931.0,81.0,34.0,12.0,39.0,45.0,139.0,1811.0,2023-05-02 04:58:01.698,0.14.0,26.0,16.0,27,True,,beartype,conda-forge/beartype,,107.0,,https://pypi.org/project/beartype,228129.0,229448.0,https://anaconda.org/conda-forge/beartype,2023-05-02 07:37:54.210,46177.0,2.0,2023-01-17 08:38:01.474,107.0,,,,,,,,,,,,,,,,,,
130,safety,pyupio/safety,security,Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for..,,https://github.com/pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2023-04-05 10:48:47.000,2023-02-26 17:29:13,584.0,7.0,123.0,30.0,303.0,50.0,115.0,1495.0,2022-12-08 19:08:48.000,2.3.5,18.0,41.0,27,True,,safety,conda-forge/safety,,16.0,16.0,https://pypi.org/project/safety,1002561.0,1012483.0,https://anaconda.org/conda-forge/safety,2022-12-09 10:33:04.329,63306.0,3.0,,,326966.0,,,,,,,,,,,,,,,,,
131,pytest-xdist,pytest-dev/pytest-xdist,testing,pytest plugin for distributed testing and loop-on-failures testing modes.,,https://github.com/pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2023-05-18 12:54:23.000,2023-05-16 09:20:14,1091.0,24.0,184.0,48.0,362.0,211.0,318.0,1152.0,,,47.0,90.0,27,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],,,https://pypi.org/project/pytest-xdist,8442618.0,8499786.0,https://anaconda.org/conda-forge/pytest-xdist,2023-05-13 01:02:04.370,4687846.0,3.0,,,,,,,,,,,,,,,,,,,,
132,Yappi,sumerc/yappi,profiling,"Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.",,https://github.com/sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2023-01-17 07:07:26.000,2022-11-25 12:58:03,700.0,,62.0,13.0,64.0,19.0,50.0,1131.0,2022-10-31 08:14:02.000,1.4.0,12.0,28.0,27,True,,yappi,conda-forge/yappi,,935.0,935.0,https://pypi.org/project/yappi,1306231.0,1308334.0,https://anaconda.org/conda-forge/yappi,2022-11-02 18:35:11.317,149361.0,3.0,,,,,,,,,,,,,,,,,,,,
133,pytest-benchmark,ionelmc/pytest-benchmark,testing,py.test fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2023-04-27 00:15:19.000,2023-04-27 00:15:19,1004.0,3.0,99.0,18.0,67.0,86.0,86.0,1082.0,,,5.0,39.0,27,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],6799.0,6799.0,https://pypi.org/project/pytest-benchmark,971142.0,991362.0,https://anaconda.org/conda-forge/pytest-benchmark,2022-10-26 11:10:23.029,1738994.0,3.0,,,,,,,,,,,,,,,,,,,,
134,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2023-05-16 14:03:19.000,2022-08-08 11:25:05,700.0,,99.0,20.0,97.0,48.0,95.0,991.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,27,True,,pylama,,,6480.0,5829.0,https://pypi.org/project/pylama,183105.0,183105.0,,,,2.0,2022-08-08 11:29:01.059,651.0,,,,,,,,,,,,,,,,,,
135,green,CleanCut/green,testing,"Green is a clean, colorful, fast python test runner.",,https://github.com/CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2023-05-10 18:42:14.000,2023-05-08 16:46:37,1087.0,14.0,78.0,25.0,77.0,5.0,173.0,764.0,2022-09-21 00:00:55.818,3.4.3,145.0,39.0,27,True,,green,conda-forge/green,,228.0,,https://pypi.org/project/green,12798.0,14582.0,https://anaconda.org/conda-forge/green,2022-10-30 14:19:59.665,121337.0,3.0,2022-09-21 00:00:55.818,228.0,,,,,,,,,,,,,,,,,,
136,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2023-05-04 09:41:23.000,2023-04-24 23:57:41,627.0,8.0,101.0,24.0,152.0,20.0,59.0,702.0,2021-12-12 20:12:19.000,V2.0.3,9.0,42.0,27,False,,pyhamcrest,conda-forge/pyhamcrest,,33681.0,33681.0,https://pypi.org/project/pyhamcrest,1383083.0,1388660.0,https://anaconda.org/conda-forge/pyhamcrest,2022-09-21 07:33:07.620,468546.0,3.0,,,,,,,,,,,,,,,,,,,,
137,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2023-05-18 07:01:12.000,2023-05-18 07:00:41,354.0,23.0,46.0,16.0,75.0,28.0,118.0,664.0,2023-05-18 07:04:56.000,2.0.8,80.0,23.0,27,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],1110.0,1104.0,https://pypi.org/project/pytest-testmon,126727.0,127343.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,38853.0,3.0,2023-01-25 17:34:50.003,6.0,,,,,,,,,,,,,,,,,,
138,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,,2013-02-09 18:32:52.000,2023-05-06 20:04:57.000,2023-05-06 20:04:56,258.0,2.0,131.0,15.0,123.0,16.0,78.0,449.0,2022-12-19 20:46:12.000,0.13.3,18.0,35.0,27,False,,pep8-naming,conda-forge/pep8-naming,,47444.0,47444.0,https://pypi.org/project/pep8-naming,1772826.0,1776306.0,https://anaconda.org/conda-forge/pep8-naming,2022-12-20 00:48:27.815,302772.0,2.0,,,,,,,,,,,,,,,,,,,,
139,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2022-11-16 17:18:02.000,2022-08-10 16:41:28,230.0,,109.0,21.0,61.0,8.0,41.0,426.0,2022-08-10 16:45:07.000,1.6.0,22.0,37.0,27,True,,ddt,conda-forge/ddt,,5060.0,5060.0,https://pypi.org/project/ddt,357677.0,358803.0,https://anaconda.org/conda-forge/ddt,2022-09-22 12:35:17.572,83339.0,3.0,,,,,,,,,,,,,,,,,,,,
140,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2023-03-15 17:25:55.000,2023-03-14 19:01:25,547.0,3.0,137.0,34.0,265.0,65.0,127.0,243.0,2022-10-08 14:08:14.000,1.5.0,14.0,76.0,27,False,,numpydoc,conda-forge/numpydoc,['sphinx'],38378.0,38378.0,https://pypi.org/project/numpydoc,370145.0,394245.0,https://anaconda.org/conda-forge/numpydoc,2022-10-09 00:00:11.878,1831630.0,2.0,,,,,,,,,,,,,,,,,,,,
141,pytest-mypy,dbader/pytest-mypy,testing,Mypy static type checker plugin for Pytest.,,https://github.com/realpython/pytest-mypy,https://github.com/realpython/pytest-mypy,MIT,2016-09-29 14:39:23.000,2023-05-09 08:32:48.000,2023-05-08 06:33:29,274.0,15.0,33.0,8.0,97.0,10.0,52.0,225.0,2022-12-18 18:46:32.000,0.10.3,13.0,16.0,27,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],3505.0,3505.0,https://pypi.org/project/pytest-mypy,247047.0,248705.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,64679.0,3.0,,,,,,,,,,,,,,,,,,,,
142,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2022-03-06 14:22:47.000,2022-03-06 14:20:17,408.0,,368.0,152.0,69.0,72.0,227.0,9360.0,,,8.0,35.0,26,False,,bpytop,conda-forge/bpytop,,115.0,115.0,https://pypi.org/project/bpytop,5833.0,6270.0,https://anaconda.org/conda-forge/bpytop,2021-12-22 23:07:43.371,11806.0,3.0,,,,,,,,,,,,,,,,,,,,
143,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2022-11-16 08:09:24.242,2018-06-28 13:35:12,500.0,,367.0,5.0,1.0,,,3802.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,26,False,,memory_profiler,conda-forge/memory_profiler,,219.0,,https://pypi.org/project/memory_profiler,702386.0,706288.0,https://anaconda.org/conda-forge/memory_profiler,2022-11-16 08:09:24.242,327835.0,3.0,2022-11-15 17:59:01.069,219.0,,,,,,,11.0,,,,,,,,,,,
144,pdbpp,pdbpp/pdbpp,debugging,"pdb++, a drop-in replacement for pdb (the Python debugger).",,https://github.com/pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2023-02-08 01:23:10.000,2022-07-14 18:31:38,706.0,,59.0,19.0,316.0,91.0,125.0,1090.0,2021-07-09 22:22:20.000,0.10.3,26.0,41.0,26,True,,pdbpp,conda-forge/pdbpp,,5463.0,4769.0,https://pypi.org/project/pdbpp,240122.0,241512.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419,95930.0,2.0,2021-07-09 22:22:20.000,694.0,,,,,,,,,,,,,,,,,,
145,cx_Freeze,marcelotduarte/cx_Freeze,packaging,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",,https://github.com/marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,2017-01-22 04:25:52.000,2023-05-08 19:27:20.000,2023-05-08 19:26:17,1581.0,67.0,195.0,29.0,930.0,66.0,780.0,1074.0,2023-04-08 19:04:21.000,6.14.9,53.0,103.0,26,True,,cx_freeze,conda-forge/cx_freeze,,,,https://pypi.org/project/cx_freeze,104614.0,108921.0,https://anaconda.org/conda-forge/cx_freeze,2023-04-09 01:25:04.667,223981.0,3.0,,,,,,,,,,,,,,,,,,,,
146,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2023-03-13 06:57:40.000,2023-03-13 01:30:13,821.0,16.0,56.0,25.0,88.0,30.0,60.0,1067.0,2023-02-22 04:00:16.000,1.24.1,50.0,23.0,26,True,,wily,,,188.0,178.0,https://pypi.org/project/wily,10083.0,10083.0,,,,3.0,2022-10-20 05:13:01.074,10.0,,,,,,,,,,,,,,,,,,
147,interrogate,econchick/interrogate,documentation,Explain yourself! Interrogate a codebase for docstring coverage.,,https://github.com/econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2023-03-19 22:56:32.000,2022-07-29 16:12:10,178.0,,35.0,5.0,102.0,23.0,27.0,480.0,2021-09-10 23:05:20.000,1.5.0,14.0,12.0,26,True,,interrogate,,,4453.0,4275.0,https://pypi.org/project/interrogate,91819.0,91819.0,,,,2.0,2021-09-10 23:05:20.000,178.0,,,,,,,,,,,,,,,,,,
148,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,,https://github.com/executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2023-02-09 10:55:49.000,2023-02-09 08:53:43,295.0,,58.0,19.0,59.0,16.0,53.0,462.0,2022-04-20 19:59:44.000,2021.03.14,4.0,24.0,26,True,,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],17900.0,17900.0,https://pypi.org/project/sphinx-autobuild,404188.0,406614.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,177112.0,2.0,,,,,,,,,,,,,,,,,,,,
149,flake8-comprehensions,adamchainz/flake8-comprehensions,linters,A flake8 plugin to help you write better list/set/dict comprehensions.,,https://github.com/adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2023-05-16 06:33:09.000,2023-05-16 06:33:08,527.0,26.0,20.0,7.0,452.0,3.0,51.0,429.0,2023-04-13 09:29:03.639,3.12.0,37.0,15.0,26,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],694.0,,https://pypi.org/project/flake8-comprehensions,921473.0,930586.0,https://anaconda.org/conda-forge/flake8-comprehensions,2023-04-13 19:34:20.810,710876.0,3.0,2022-10-29 23:12:51.523,694.0,,,,,,,,,,,,,,,,,,
150,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,An MkDocs plugin that simplifies configuring page titles and their order.,,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2023-05-08 18:43:02.000,2023-05-08 18:35:17,91.0,19.0,31.0,7.0,16.0,11.0,47.0,325.0,2023-05-08 18:47:19.000,2.9.1,23.0,6.0,26,True,,mkdocs-awesome-pages-plugin,,['mkdocs'],2688.0,2580.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,100667.0,100667.0,,,,2.0,2022-07-24 17:45:31.955,108.0,,,,,,,,,,,,,,,,,,
151,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2023-05-02 21:10:36.000,2022-12-27 20:44:55,370.0,,14.0,5.0,255.0,16.0,30.0,301.0,2022-09-20 20:07:10.434,1.4.0,15.0,16.0,26,True,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],16367.0,16252.0,https://pypi.org/project/flake8-eradicate,510564.0,510902.0,https://anaconda.org/conda-forge/flake8-eradicate,2022-09-26 17:26:04.280,8466.0,3.0,2022-09-20 20:07:10.434,115.0,,,,,,,,,,,,,,,,,,
152,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,,2020-01-14 11:27:41.000,2023-05-08 17:24:10.000,2023-04-16 08:34:06,854.0,7.0,25.0,11.0,24.0,162.0,303.0,246.0,2022-12-28 12:12:07.000,0.28.5,7.0,31.0,26,False,,py2app,,,4415.0,4415.0,https://pypi.org/project/py2app,17084.0,17084.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
153,releases,bitprophet/releases,documentation,A powerful Sphinx changelog-generating extension.,,https://github.com/bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2023-04-28 19:12:20.000,2023-04-28 19:12:18,591.0,19.0,40.0,5.0,27.0,28.0,46.0,170.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,26,True,,releases,conda-forge/sphinx-releases,['sphinx'],936.0,565.0,https://pypi.org/project/releases,12803.0,13610.0,https://anaconda.org/conda-forge/sphinx-releases,2021-10-19 17:29:57.242,48452.0,2.0,2023-01-02 18:25:53.338,371.0,,,,,,,,,,,,,,,,,,
154,flake8-quotes,zheller/flake8-quotes,linters,Flake8 extension for checking quotes in python.,,https://github.com/zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2022-12-20 11:05:53.269,2022-12-19 16:44:44,108.0,,31.0,4.0,65.0,5.0,43.0,166.0,,,15.0,32.0,26,True,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],18333.0,18333.0,https://pypi.org/project/flake8-quotes,782657.0,791126.0,https://anaconda.org/conda-forge/flake8-quotes,2022-12-20 11:05:53.269,677574.0,3.0,,,,,,,,,,,,,,,,,,,,
155,Griffe,mkdocstrings/griffe,documentation,"Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API..",,https://github.com/mkdocstrings/griffe,https://github.com/mkdocstrings/griffe,ISC,2021-09-09 21:49:44.000,2023-05-17 16:40:15.240,2023-05-17 11:50:39,586.0,69.0,26.0,4.0,31.0,29.0,97.0,163.0,,,31.0,17.0,26,True,,griffe,conda-forge/griffe,,2021.0,2021.0,https://pypi.org/project/griffe,408905.0,417448.0,https://anaconda.org/conda-forge/griffe,2023-05-17 16:40:15.240,119612.0,2.0,,,,,,,,,,,,,,,,,,,,
156,asteval,newville/asteval,ast,minimalistic evaluator of python expression using ast module.,,https://github.com/newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2023-05-07 11:32:06.000,2023-05-07 11:32:06,501.0,28.0,36.0,11.0,56.0,5.0,58.0,150.0,2023-02-11 21:55:09.000,0.9.29,29.0,24.0,26,True,,asteval,conda-forge/asteval,,173.0,,https://pypi.org/project/asteval,197092.0,200643.0,https://anaconda.org/conda-forge/asteval,2023-02-24 20:47:30.194,280584.0,3.0,2022-11-07 21:57:22.231,173.0,,,,,,,,,,,,,,,,,,
157,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2022-12-23 09:25:56.098,2022-12-22 22:55:55,353.0,,91.0,7.0,80.0,7.0,48.0,149.0,,,12.0,37.0,26,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],22175.0,22175.0,https://pypi.org/project/flake8-isort,1045929.0,1046806.0,https://anaconda.org/conda-forge/flake8-isort,2022-12-23 09:25:56.098,37734.0,3.0,,,,,,,,,,,,,,,,,,,,
158,better-exceptions,Qix-/better-exceptions,logging,"Pretty and useful exceptions in Python, automatically.",,https://github.com/Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2023-03-23 11:09:43.000,2023-01-05 00:12:47,102.0,,204.0,71.0,56.0,30.0,46.0,4369.0,2021-01-29 16:48:55.000,0.3.3,16.0,17.0,25,True,,better-exceptions,,,84.0,,https://pypi.org/project/better-exceptions,140911.0,140911.0,,,,3.0,2021-01-29 16:48:55.000,84.0,,,,,,,,,,,,,,,,,,
159,rebound,shobrook/rebound,logging,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,,https://github.com/shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872,2023-04-11 12:34:02.647,2022-02-16 05:16:40,168.0,,383.0,78.0,41.0,24.0,38.0,4020.0,2023-04-07 14:10:00.760,3.24.3,198.0,16.0,25,False,,rebound,conda-forge/rebound,,43.0,24.0,https://pypi.org/project/rebound,3477.0,7303.0,https://anaconda.org/conda-forge/rebound,2023-04-11 12:34:02.647,275298.0,3.0,2022-04-25 14:15:09.000,19.0,222.0,,,,,,,,,,,,,,,,,
160,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2023-02-28 00:25:02.000,2020-11-16 01:36:32,316.0,,613.0,155.0,35.0,166.0,119.0,1906.0,2017-02-20 12:00:41.000,0.2.7,1.0,13.0,25,False,,uiautomator,,,244.0,244.0,https://pypi.org/project/uiautomator,34677.0,34677.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
161,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39,2145.0,,113.0,25.0,221.0,100.0,161.0,1757.0,2020-04-28 06:31:17.000,.0.8.3,11.0,37.0,25,False,,dephell,,,815.0,815.0,https://pypi.org/project/dephell,3085.0,3089.0,,,,3.0,,,214.0,,,,,,,,,,,,,,,,,
162,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2022-12-07 18:15:43.000,2022-07-24 14:45:54,478.0,,84.0,10.0,59.0,57.0,53.0,1045.0,2021-12-22 16:55:15.000,1.0.1,17.0,29.0,25,True,,pympler,conda-forge/pympler,,330.0,,https://pypi.org/project/pympler,1881213.0,1885473.0,https://anaconda.org/conda-forge/pympler,2022-07-24 00:00:16.620,315311.0,3.0,2021-12-22 16:55:15.000,330.0,,,,,,,,,,,,,,,,,,
163,pdoc3,pdoc3/pdoc,documentation,Auto-generate API documentation for Python projects.,,https://github.com/pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000,2022-12-21 03:55:00.000,2022-12-21 03:55:00,575.0,,135.0,8.0,114.0,105.0,201.0,967.0,2019-01-24 16:15:02.000,0.3.11,5.0,58.0,25,True,,pdoc3,anaconda/pdoc3,,3232.0,3232.0,https://pypi.org/project/pdoc3,240843.0,240871.0,https://anaconda.org/anaconda/pdoc3,2020-11-30 22:53:50.187,1192.0,3.0,,,,,,,,,,,,,,,,,,,,
164,pytest-watch,joeyespo/pytest-watch,testing,Local continuous test runner with pytest and watchdog.,,https://github.com/joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2022-11-03 15:48:18.639,2019-06-15 20:36:43,183.0,,55.0,11.0,49.0,48.0,42.0,691.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,25,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],8633.0,7958.0,https://pypi.org/project/pytest-watch,388511.0,389852.0,https://anaconda.org/conda-forge/pytest-watch,2022-11-03 15:48:18.639,85853.0,3.0,2018-05-20 19:52:16.000,675.0,,,,,,,,,,,,,,,,,,
165,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2022-12-08 10:54:50.000,2020-11-16 12:31:58,468.0,,63.0,22.0,85.0,45.0,52.0,504.0,2020-11-16 12:36:24.000,0.11.2,21.0,23.0,25,False,,mamba,,,895.0,767.0,https://pypi.org/project/mamba,12408.0,12408.0,,,,3.0,2020-11-16 12:35:41.000,128.0,,,,,,,,,,,,,,,,,,
166,check-manifest,mgedmin/check-manifest,linters,Tool to check the completeness of MANIFEST.in for Python packages.,,https://github.com/mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2023-05-02 14:07:31.000,2023-05-02 14:06:24,564.0,1.0,37.0,6.0,69.0,18.0,76.0,279.0,,,11.0,22.0,25,True,,check-manifest,conda-forge/check-manifest,,9167.0,9167.0,https://pypi.org/project/check-manifest,214217.0,215874.0,https://anaconda.org/conda-forge/check-manifest,2022-12-05 13:13:18.863,87828.0,3.0,,,,,,,,,,,,,,,,,,,,
167,data-science-types,predictive-analytics-lab/data-science-types,linters,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",,https://github.com/wearepal/data-science-types,https://github.com/wearepal/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2021-02-16 21:31:02.632,2021-02-16 17:29:00,446.0,,57.0,9.0,171.0,39.0,23.0,194.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,25,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,,1019.0,975.0,https://pypi.org/project/data-science-types,100979.0,101257.0,https://anaconda.org/conda-forge/data-science-types,2021-02-16 21:31:02.632,8074.0,3.0,2021-02-16 16:45:03.000,44.0,,,,,,,,,,,,,,,,,,
168,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/wemake-services/eradicate,https://github.com/wemake-services/eradicate,Saxpath,2012-12-23 04:39:48.000,2023-03-03 08:37:32.000,2023-03-02 07:12:43,177.0,2.0,23.0,5.0,22.0,8.0,16.0,181.0,2023-03-01 08:39:00.953,2.2.0,18.0,13.0,25,False,wemake-services/eradicate,eradicate,conda-forge/eradicate,,13553.0,13459.0,https://pypi.org/project/eradicate,565771.0,566012.0,https://anaconda.org/conda-forge/eradicate,2022-04-13 14:13:20.049,6031.0,2.0,2022-04-06 09:47:11.000,94.0,,,,,,,,,,,,,,,,,,
169,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2023-04-16 03:54:42.000,2023-04-12 09:10:26,308.0,1.0,927.0,234.0,114.0,23.0,100.0,15856.0,,,23.0,27.0,24,True,,pysnooper,conda-forge/pysnooper,,,,https://pypi.org/project/pysnooper,289179.0,290493.0,https://anaconda.org/conda-forge/pysnooper,2022-04-04 02:05:04.609,63073.0,3.0,,,,,,,,,,,,,,,,,,,,
170,pyupgrade,asottile/pyupgrade,refactoring,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,,https://github.com/asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2023-05-16 14:50:22.000,2023-05-16 14:50:21,1038.0,20.0,145.0,38.0,456.0,13.0,357.0,2645.0,,,112.0,34.0,24,True,,pyupgrade,conda-forge/pyupgrade,,,,https://pypi.org/project/pyupgrade,386918.0,397224.0,https://anaconda.org/conda-forge/pyupgrade,2023-05-06 23:44:39.754,535957.0,2.0,,,,,,,,,,,,,,,,,,,,
171,pybuilder,pybuilder/pybuilder,build-tools,Software build automation tool for Python.,,https://github.com/pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2023-02-25 17:42:34.000,2023-02-25 17:42:34,1421.0,6.0,254.0,94.0,381.0,92.0,419.0,1531.0,2022-11-04 02:55:01.000,0.13.8,9.0,39.0,24,True,,pybuilder,conda-forge/pybuilder,,,,https://pypi.org/project/pybuilder,18849.0,19690.0,https://anaconda.org/conda-forge/pybuilder,2023-02-22 05:27:45.894,42936.0,3.0,,,,,,,,,,,,,,,,,,,,
172,python-hunter,ionelmc/python-hunter,debugging,Hunter is a flexible code tracing toolkit.,,https://github.com/ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2023-04-26 13:55:11.805,2023-04-26 09:11:54,1074.0,19.0,42.0,15.0,21.0,40.0,54.0,731.0,2023-04-26 10:15:04.184,3.6.1,53.0,9.0,24,True,,hunter,conda-forge/hunter,,160.0,138.0,https://pypi.org/project/hunter,14235.0,15939.0,https://anaconda.org/conda-forge/hunter,2023-04-26 13:55:11.805,37504.0,3.0,2022-09-27 22:33:15.252,22.0,,,,,,,,,,,,,,,,,,
173,mypy-protobuf,dropbox/mypy-protobuf,linters,open source tools to generate mypy stubs from protobufs.,,https://github.com/nipunn1313/mypy-protobuf,https://github.com/nipunn1313/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2023-05-12 08:59:28.000,2023-03-13 20:38:27,472.0,1.0,75.0,19.0,416.0,10.0,106.0,570.0,2022-10-20 06:20:02.477,3.4.0,40.0,36.0,24,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,87.0,,https://pypi.org/project/mypy-protobuf,1112518.0,1115657.0,https://anaconda.org/conda-forge/mypy-protobuf,2022-08-24 19:50:22.562,94176.0,3.0,2022-10-20 06:20:02.477,87.0,,,,,,,,,,,,,,,,,,
174,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2023-04-16 21:21:15.000,2023-04-16 21:21:14,535.0,1.0,78.0,13.0,85.0,38.0,93.0,453.0,2017-12-31 01:13:41.000,1.3.4,28.0,46.0,24,True,,paver,conda-forge/paver,,960.0,,https://pypi.org/project/paver,56432.0,56779.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,27068.0,3.0,2017-12-31 01:13:41.000,960.0,,,,,,,9.0,,,,,,,,,,,
175,xxh,xxh/xxh,shell,Bring your favorite shell wherever you go through the ssh.,,https://github.com/xxh/xxh,https://github.com/xxh/xxh,BSD-2-Clause,2019-11-03 12:04:13.000,2023-04-27 07:35:08.000,2023-04-27 07:35:07,756.0,3.0,88.0,42.0,50.0,19.0,58.0,4385.0,2022-09-29 10:20:01.217,0.8.12,89.0,23.0,23,True,,xxh-xxh,,,74.0,74.0,https://pypi.org/project/xxh-xxh,245.0,283.0,,,,3.0,2022-09-29 10:20:01.217,,1484.0,,,,,,,,,,,,,,,,,
176,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000,2022-07-15 07:43:03,620.0,,171.0,72.0,32.0,27.0,57.0,3908.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,23,True,,vprof,,,126.0,110.0,https://pypi.org/project/vprof,3005.0,3005.0,,,,3.0,2020-02-29 13:31:59.000,16.0,,,,,,,,,,,,,,,,,,
177,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2023-02-20 18:24:13.000,2023-02-20 18:24:13,204.0,2.0,35.0,8.0,34.0,6.0,21.0,1243.0,2022-11-24 20:29:05.000,0.2.10,7.0,7.0,23,True,,stackprinter,conda-forge/stackprinter,,259.0,259.0,https://pypi.org/project/stackprinter,419941.0,420053.0,https://anaconda.org/conda-forge/stackprinter,2020-10-31 17:18:37.537,5269.0,3.0,,,,,,,,,,,,,,,,,,,,
178,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2023-01-03 00:40:56.000,2023-01-03 00:40:56,266.0,,72.0,18.0,42.0,32.0,31.0,837.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,23,True,,portray,,,813.0,792.0,https://pypi.org/project/portray,16577.0,16577.0,,,,3.0,2022-12-19 09:01:00.611,21.0,,,,,,,,,,,,,,,,,,
179,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000,2021-12-09 03:12:36,1672.0,,71.0,26.0,106.0,66.0,47.0,663.0,2019-03-17 19:03:54.000,0.9.2,6.0,34.0,23,False,,redbaron,,,541.0,541.0,https://pypi.org/project/redbaron,33103.0,33103.0,,,,2.0,,,,,,,,,,,,,,,,,,,,
180,Fixit,Instagram/Fixit,linters,Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom..,,https://github.com/Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2023-05-01 10:59:27.000,2023-04-26 22:45:49,259.0,40.0,48.0,20.0,242.0,41.0,41.0,399.0,2021-07-31 16:17:24.000,0.1.4,7.0,35.0,23,True,,fixit,,,41.0,39.0,https://pypi.org/project/fixit,14247.0,14247.0,,,,3.0,2021-07-30 20:35:02.000,2.0,,,,,,,,,,,,,,,,,,
181,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000,2021-12-09 03:33:22,1505.0,,52.0,13.0,100.0,46.0,30.0,281.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,23,False,,baron,,,340.0,281.0,https://pypi.org/project/baron,33219.0,33219.0,,,,2.0,2021-12-09 03:33:32.000,59.0,,,,,,,,,,,,,,,,,,
182,flake8-black,peterjc/flake8-black,linters,flake8 plugin to run black for checking Python coding style.,,https://github.com/peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2023-04-03 20:28:50.813,2023-04-03 19:55:36,164.0,1.0,11.0,2.0,49.0,6.0,23.0,157.0,,,12.0,10.0,23,True,,flake8-black,conda-forge/flake8-black,['flake8'],6751.0,6751.0,https://pypi.org/project/flake8-black,786194.0,795445.0,https://anaconda.org/conda-forge/flake8-black,2023-04-03 20:28:50.813,434828.0,3.0,,,,,,,,,,,,,,,,,,,,
183,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2022-12-23 19:26:57.671,2022-12-22 23:43:03,285.0,,21.0,3.0,57.0,1.0,42.0,103.0,,,19.0,17.0,23,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],8960.0,8960.0,https://pypi.org/project/flake8-builtins,609633.0,612217.0,https://anaconda.org/conda-forge/flake8-builtins,2022-12-23 19:26:57.671,201571.0,3.0,,,,,,,,,,,,,,,,,,,,
184,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2022-03-30 17:22:48.000,2022-03-07 18:48:36,240.0,,33.0,2.0,45.0,18.0,80.0,48.0,2021-09-21 19:52:30.000,0.12.0,13.0,23.0,23,False,,pytkdocs,conda-forge/pytkdocs,,1229.0,1229.0,https://pypi.org/project/pytkdocs,100749.0,103413.0,https://anaconda.org/conda-forge/pytkdocs,2022-03-08 15:08:30.099,82587.0,3.0,,,,,,,,,,,,,,,,,,,,
185,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2023-02-28 01:38:58.000,2022-12-04 22:09:17,262.0,,138.0,51.0,41.0,35.0,70.0,6767.0,2022-07-21 09:17:39.000,2.1.3,7.0,21.0,22,True,,icecream,conda-forge/icecream,,,,https://pypi.org/project/icecream,262502.0,263126.0,https://anaconda.org/conda-forge/icecream,2022-07-21 16:51:26.595,15607.0,3.0,,,,,,,,,,,,,,,,,,,,
186,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2023-03-03 17:07:08.000,2023-03-03 17:07:08,349.0,3.0,197.0,60.0,44.0,40.0,16.0,2678.0,,,,23.0,22,True,,pyrasite,,,48.0,48.0,https://pypi.org/project/pyrasite,25910.0,25910.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
187,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-11-27 17:41:04.999,2021-11-24 14:32:14,130.0,,79.0,29.0,10.0,5.0,38.0,2639.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,22,False,,pretty_errors,conda-forge/pretty_errors,,53.0,,https://pypi.org/project/pretty_errors,27399.0,27768.0,https://anaconda.org/conda-forge/pretty_errors,2021-11-27 17:41:04.999,11098.0,3.0,2021-11-24 14:32:07.000,53.0,,,,,,,,,,,,,,,,,,
188,pyt,python-security/pyt,security,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,,https://github.com/python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06,1576.0,,232.0,70.0,116.0,21.0,78.0,2133.0,2018-11-01 16:02:57.000,0.42,1.0,22.0,22,False,,python-taint,,,86.0,86.0,https://pypi.org/project/python-taint,6757.0,6758.0,,,,3.0,,,103.0,,,,,,,,,,,,,,,,,
189,line_profiler,pyutils/line_profiler,profiling,Line-by-line profiling for Python.,,https://github.com/pyutils/line_profiler,https://github.com/pyutils/line_profiler,,2016-05-26 17:37:38.151,2023-05-17 01:40:58.000,2023-03-06 21:28:54,298.0,8.0,97.0,16.0,130.0,33.0,46.0,1820.0,2023-03-04 00:16:16.000,4.0.3,13.0,39.0,22,False,,line_profiler,conda-forge/line_profiler,,,,https://pypi.org/project/line_profiler,470199.0,474830.0,https://anaconda.org/conda-forge/line_profiler,2022-12-09 23:55:22.319,389076.0,3.0,,,,,,,,,-5.0,,,,,,,,,,,
190,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000,2020-08-26 00:32:16,828.0,,185.0,72.0,170.0,88.0,126.0,1747.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,22,False,,sixpack,,,14.0,10.0,https://pypi.org/project/sixpack,356.0,356.0,,,,3.0,2017-11-22 14:27:35.000,4.0,,,,,,,,,,,,,,,,,,
191,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2023-03-07 21:30:59.000,2022-03-11 18:31:51,368.0,,45.0,22.0,55.0,63.0,72.0,1270.0,2021-07-02 13:10:00.000,0.3.1,26.0,28.0,22,False,,pyflow,,,42.0,42.0,https://pypi.org/project/pyflow,216.0,338.0,,,,3.0,,,5498.0,,,,,,,,,,,,,,,,,
192,pycco,pycco-docs/pycco,documentation,Literate-style documentation generator.,,https://github.com/pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2022-01-21 18:17:35.000,2019-12-20 19:59:49,222.0,,137.0,16.0,65.0,29.0,28.0,822.0,2018-07-25 01:35:11.000,0.6.0,4.0,36.0,22,False,,pycco,,,297.0,297.0,https://pypi.org/project/pycco,1505.0,1505.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
193,autoflake,myint/autoflake,refactoring,Removes unused imports and unused variables as reported by pyflakes.,,https://github.com/PyCQA/autoflake,https://github.com/PyCQA/autoflake,MIT,2012-12-27 03:40:17.000,2023-05-17 17:54:56.000,2023-05-17 17:54:55,588.0,26.0,71.0,14.0,154.0,34.0,69.0,764.0,,,14.0,37.0,22,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,,,https://pypi.org/project/autoflake,1485261.0,1494911.0,https://anaconda.org/conda-forge/autoflake,2022-10-14 07:46:06.339,472884.0,3.0,,,,,,,,,,,,,,,,,,,,
194,python-devtools,samuelcolvin/python-devtools,logging,Dev tools for python.,,https://github.com/samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000,2023-05-15 20:53:23.000,2023-04-27 17:06:00,122.0,8.0,33.0,10.0,80.0,11.0,38.0,741.0,2023-04-05 18:22:56.000,0.11.0,15.0,12.0,22,True,,python-devtools,conda-forge/python-devtools,,1460.0,1459.0,https://pypi.org/project/python-devtools,338.0,892.0,https://anaconda.org/conda-forge/python-devtools,2023-04-06 21:42:28.182,13864.0,3.0,2017-08-21 10:32:25.000,1.0,,,,,,,,,,,,,,,,,,
195,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,,2016-02-12 06:52:50.000,2023-05-17 12:09:41.000,2023-05-12 09:44:12,1093.0,14.0,154.0,32.0,362.0,34.0,279.0,407.0,2023-02-09 08:48:42.000,3.4.3,41.0,67.0,22,False,,,constructor,,14.0,14.0,,,78.0,https://anaconda.org/anaconda/constructor,2023-04-22 13:13:51.136,6437.0,3.0,,,228.0,,,,,,,,,,,,,,,,,
196,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/TvoroG/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2022-01-27 10:32:34.000,2022-01-27 10:32:34,98.0,,19.0,8.0,21.0,17.0,21.0,328.0,2019-10-13 14:06:01.000,0.6.0,11.0,9.0,22,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],1739.0,1739.0,https://pypi.org/project/pytest-lazy-fixture,430709.0,436994.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,458816.0,3.0,,,,,,,,,,,,,,,,,,,,
197,add-trailing-comma,asottile/add-trailing-comma,refactoring,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,,https://github.com/asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2023-05-16 14:50:54.000,2023-05-16 14:50:53,413.0,14.0,20.0,5.0,177.0,,48.0,292.0,2022-12-12 20:13:01.220,2.4.0,36.0,11.0,22,True,,add-trailing-comma,,,26.0,,https://pypi.org/project/add-trailing-comma,29285.0,29285.0,,,,3.0,2022-12-12 20:13:01.220,26.0,,,,,,,,,,,,,,,,,,
198,mkdocs-with-pdf,orzih/mkdocs-with-pdf,documentation,Generate a single PDF file from MkDocs repository.,,https://github.com/orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2023-01-07 04:42:28.000,2021-10-14 20:29:54,188.0,,60.0,10.0,49.0,52.0,44.0,236.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,22,False,,mkdocs-with-pdf,,['mkdocs'],331.0,328.0,https://pypi.org/project/mkdocs-with-pdf,23542.0,23542.0,,,,3.0,2021-07-03 02:04:39.000,3.0,,,,,,,,,,,,,,,,,,
199,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2022-11-18 07:39:35.000,2022-02-24 16:06:18,113.0,,19.0,5.0,15.0,9.0,27.0,219.0,2022-02-24 08:21:17.000,0.9.0,21.0,9.0,22,False,,xenon,conda-forge/xenon,,1130.0,1048.0,https://pypi.org/project/xenon,123408.0,123705.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,19927.0,3.0,2022-02-24 08:21:17.000,82.0,,,,,,,,,,,,,,,,,,
200,pandas-vet,deppen8/pandas-vet,linters,A plugin for Flake8 that checks pandas code.,,https://github.com/deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2023-05-16 19:17:29.000,2023-05-16 19:17:28,188.0,2.0,17.0,6.0,71.0,17.0,30.0,154.0,2022-02-09 03:17:52.000,0.2.3,4.0,13.0,22,True,,pandas-vet,conda-forge/pandas-vet,['flake8'],358.0,358.0,https://pypi.org/project/pandas-vet,67423.0,67731.0,https://anaconda.org/conda-forge/pandas-vet,2022-02-10 13:58:38.706,15079.0,3.0,,,51.0,,,,,,,,,,,,,,,,,
201,pyenv-virtualenv,pyenv/pyenv-virtualenv,virtual-envs,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,,https://github.com/pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2023-04-16 21:01:19.000,2023-04-16 21:01:19,502.0,3.0,358.0,75.0,131.0,102.0,221.0,5504.0,2023-01-29 21:48:52.000,1.2.1,9.0,58.0,21,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
202,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2021-12-15 15:24:47.133,2020-08-24 01:31:58,433.0,,120.0,75.0,25.0,17.0,20.0,2991.0,2017-06-28 06:10:16.000,0.1.3,4.0,18.0,21,False,,profiling,,,65.0,59.0,https://pypi.org/project/profiling,7481.0,7481.0,,,,3.0,2017-06-28 06:10:16.000,6.0,,,,,,,,,,,,,,,,,,
203,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2022-11-04 03:21:51.000,2022-11-04 03:21:51,205.0,,80.0,27.0,113.0,36.0,76.0,1592.0,2022-11-02 23:26:19.000,1.0.3,18.0,39.0,21,True,,shiv,,,,,https://pypi.org/project/shiv,23195.0,23205.0,,,,3.0,,,463.0,,,,,,,,,,,,,,,,,
204,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2023-01-20 18:10:54.000,2023-01-20 18:08:14,186.0,,92.0,31.0,75.0,38.0,34.0,1472.0,,,5.0,27.0,21,True,,bowler,conda-forge/bowler,,,,https://pypi.org/project/bowler,99640.0,99934.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,15929.0,3.0,,,,,,,,,,,,,,,,,,,,
205,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2022-07-03 08:24:17.000,2021-10-12 20:53:49,95.0,,61.0,28.0,63.0,34.0,33.0,1383.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,21,False,,pyannotate,,,144.0,115.0,https://pypi.org/project/pyannotate,3034.0,3034.0,,,,3.0,2019-09-16 15:37:03.000,29.0,,,,,,,,,,,,,,,,,,
206,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,,2019-03-11 13:16:35.000,2023-05-18 08:14:50.000,2023-01-27 11:02:15,1077.0,,80.0,19.0,33.0,11.0,132.0,588.0,2022-11-05 16:32:25.000,0.13.0.0,17.0,17.0,21,False,,py2exe,,,1750.0,1750.0,https://pypi.org/project/py2exe,14507.0,14767.0,,,,3.0,,,13010.0,,,,,,,,,,,,,,,,,
207,pytest-randomly,pytest-dev/pytest-randomly,testing,Pytest plugin to randomly order tests and control random.seed.,,https://github.com/pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2023-05-16 06:33:12.000,2023-05-16 06:33:11,556.0,19.0,24.0,5.0,490.0,4.0,52.0,505.0,,,5.0,19.0,21,True,,pytest-randomly,conda-forge/pytest-randomly,,,,https://pypi.org/project/pytest-randomly,719470.0,726128.0,https://anaconda.org/conda-forge/pytest-randomly,2022-05-12 01:12:32.731,126518.0,3.0,,,,,,,,,,,,,,,,,,,,
208,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2022-12-17 09:19:57.000,2022-12-17 09:19:54,492.0,,21.0,10.0,44.0,7.0,15.0,338.0,2021-12-15 14:34:12.182,0.0.1,23.0,11.0,21,True,,manhole,conda-forge/manhole,,288.0,251.0,https://pypi.org/project/manhole,19342.0,19977.0,https://anaconda.org/conda-forge/manhole,2022-11-02 02:11:21.465,13972.0,3.0,2021-04-08 20:14:54.000,37.0,,,,,,,,,,,,,,,,,,
209,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2022-11-22 05:06:36.000,2021-10-05 01:31:10,72.0,,41.0,19.0,31.0,41.0,46.0,278.0,2021-10-05 01:33:27.000,0.5.10,24.0,11.0,21,False,,mkdocs-pdf-export-plugin,,['mkdocs'],400.0,394.0,https://pypi.org/project/mkdocs-pdf-export-plugin,17695.0,17695.0,,,,3.0,2021-10-05 01:33:27.000,6.0,,,,,,,,,,,,,,,,,,
210,flake8-commas,PyCQA/flake8-commas,linters,Flake8 extension for enforcing trailing commas in python.,,https://github.com/PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,,2015-12-16 09:25:13.000,2021-10-13 19:25:52.000,2021-10-13 19:25:45,176.0,,26.0,4.0,38.0,5.0,26.0,126.0,,,,12.0,21,False,,flake8-commas,,['flake8'],15350.0,15350.0,https://pypi.org/project/flake8-commas,534655.0,534655.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
211,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2021-11-13 17:38:32.433,2021-11-13 14:58:04,27.0,,122.0,34.0,4.0,5.0,4.0,1624.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,20,False,,heartrate,conda-forge/heartrate,,54.0,51.0,https://pypi.org/project/heartrate,1053.0,1154.0,https://anaconda.org/conda-forge/heartrate,2021-11-13 17:38:32.433,2336.0,3.0,2021-11-13 14:58:19.000,3.0,,,,,,,,,,,,,,,,,,
212,sphinx-bootstrap-theme,ryan-roemer/sphinx-bootstrap-theme,documentation,Sphinx Bootstrap Theme.,,https://github.com/ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2022-02-28 16:14:56.000,2022-02-03 20:25:55,403.0,,190.0,24.0,95.0,49.0,83.0,586.0,,,,39.0,20,False,,sphinx-bootstrap-theme,,['sphinx'],,,https://pypi.org/project/sphinx-bootstrap-theme,220531.0,220531.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
213,blacken-docs,asottile/blacken-docs,documentation,Run `black` on python code blocks in documentation files.,,https://github.com/adamchainz/blacken-docs,https://github.com/adamchainz/blacken-docs,MIT,2018-06-03 02:48:01.000,2023-05-16 06:33:03.000,2023-05-16 06:33:02,327.0,18.0,32.0,6.0,178.0,12.0,55.0,513.0,,,10.0,16.0,20,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,,,https://pypi.org/project/blacken-docs,122162.0,122992.0,https://anaconda.org/conda-forge/blacken-docs,2023-01-16 15:42:33.233,28250.0,3.0,,,,,,,,,,,,,,,,,,,,
214,pytest-plugins,man-group/pytest-plugins,testing,A grab-bag of nifty pytest plugins.,,https://github.com/man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2023-05-13 11:14:27.000,2022-11-03 10:04:57,807.0,,70.0,24.0,113.0,46.0,59.0,512.0,,,4.0,62.0,20,True,,pytest-virtualenv,conda-forge/pytest-shutil,,,,https://pypi.org/project/pytest-virtualenv,39935.0,40623.0,https://anaconda.org/conda-forge/pytest-shutil,2021-10-18 17:46:27.844,39961.0,3.0,,,,,,,,,,,,,,,,,,,,
215,unimport,hakancelik96/unimport,refactoring,The ultimate linter and formatter for removing unused import statements in your code.,,https://github.com/hakancelikdev/unimport,https://github.com/hakancelikdev/unimport,MIT,2019-09-08 09:49:24.000,2023-04-03 22:53:04.000,2023-04-03 22:41:28,472.0,4.0,20.0,4.0,174.0,8.0,97.0,196.0,2023-04-03 22:45:55.442,0.16.0,51.0,14.0,20,True,hakancelikdev/unimport,unimport,,,5.0,,https://pypi.org/project/unimport,12645.0,12645.0,,,,3.0,2022-01-29 20:05:35.000,5.0,,,,,,,,,,,,,,,,,,
216,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,sphinx builder that outputs markdown files.,,https://github.com/clayrisser/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2023-01-23 14:44:55.000,2022-01-08 15:29:29,100.0,,40.0,7.0,25.0,24.0,17.0,160.0,2022-01-08 15:31:25.000,0.5.5,23.0,17.0,20,False,,sphinx-markdown-builder,,['sphinx'],765.0,689.0,https://pypi.org/project/sphinx-markdown-builder,39595.0,39595.0,,,,3.0,2022-01-08 15:31:25.000,76.0,,,,,,,,,,,,,,,,,,
217,lazydocs,ml-tooling/lazydocs,documentation,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,,https://github.com/ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2023-03-25 02:13:36.000,2022-05-19 03:25:57,154.0,,29.0,7.0,26.0,6.0,22.0,140.0,2021-07-27 09:00:22.000,0.4.8,13.0,9.0,20,True,,lazydocs,,,146.0,146.0,https://pypi.org/project/lazydocs,6585.0,6585.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
218,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2022-07-04 21:06:04.000,2019-08-07 13:44:00,69.0,,14.0,7.0,10.0,10.0,3.0,81.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,20,False,,unify,conda-forge/unify,,1211.0,1154.0,https://pypi.org/project/unify,104007.0,104061.0,https://anaconda.org/conda-forge/unify,2021-06-29 19:32:02.475,1251.0,3.0,2019-08-07 13:46:09.000,57.0,,,,,,,,,,,,,,,,,,
219,mkdocs-print-site-plugin,timvink/mkdocs-print-site-plugin,documentation,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",,https://github.com/timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2022-12-07 11:39:27.000,2022-12-07 11:39:27,220.0,,12.0,3.0,7.0,8.0,67.0,76.0,2022-06-01 11:11:09.000,2.3.4,39.0,4.0,20,True,,mkdocs-print-site-plugin,,['mkdocs'],209.0,209.0,https://pypi.org/project/mkdocs-print-site-plugin,9892.0,9892.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
220,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2023-03-28 19:19:30.000,2022-03-08 14:42:57,26.0,,7.0,5.0,9.0,4.0,9.0,52.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,20,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],1420.0,1388.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,40726.0,40726.0,,,,3.0,2022-03-08 14:42:31.000,32.0,,,,,,,,,,,,,,,,,,
221,MonkeyType,Instagram/MonkeyType,refactoring,A Python library that generates static type annotations by collecting runtime types.,,https://github.com/Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,,2017-07-11 00:19:00.000,2023-03-20 22:56:45.195,2023-03-20 14:09:13,329.0,2.0,151.0,55.0,123.0,35.0,130.0,4221.0,,,16.0,45.0,19,False,,monkeytype,conda-forge/monkeytype,,,,https://pypi.org/project/monkeytype,46103.0,46888.0,https://anaconda.org/conda-forge/monkeytype,2023-03-20 22:56:45.195,50302.0,3.0,,,,,,,,,,,,,,,,,,,,
222,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,,2014-03-30 19:11:21.000,2022-11-04 09:45:28.000,2022-04-21 14:15:55,556.0,,115.0,32.0,90.0,24.0,143.0,841.0,,,,30.0,19,False,,pynsist,,,191.0,191.0,https://pypi.org/project/pynsist,1542.0,1542.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
223,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40,368.0,,44.0,5.0,68.0,4.0,,233.0,2021-01-11 18:40:32.000,0.9.0,28.0,16.0,19,False,,flakehell,,['flake8'],18.0,,https://pypi.org/project/flakehell,22186.0,22187.0,,,,3.0,2021-01-11 18:40:32.000,18.0,64.0,,,,,,,,,,,,,,,,,
224,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2023-05-11 13:21:06.000,2023-04-25 14:50:41,1065.0,1.0,66.0,33.0,7.0,,,227.0,,,,186.0,19,True,,hacking,,['flake8'],,,https://pypi.org/project/hacking,88200.0,88200.0,,,,3.0,,,,,,,,,-10.0,,,,,,,,,,,
225,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,2015-07-02 21:41:44.000,2023-05-09 11:19:18.000,2023-05-09 11:19:18,116.0,5.0,19.0,6.0,41.0,5.0,12.0,201.0,,,7.0,10.0,19,False,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],1400.0,1400.0,https://pypi.org/project/pytest-datadir,159205.0,161573.0,https://anaconda.org/conda-forge/pytest-datadir,2022-10-25 16:50:34.913,187107.0,3.0,,,,,,,,,-4.0,,,,,,,,,,,
226,xdoctest,Erotemic/xdoctest,testing,A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of REGEX.,,https://github.com/Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2023-04-19 05:31:49.000,2023-04-19 05:31:49,827.0,1.0,9.0,5.0,101.0,18.0,25.0,186.0,2023-01-30 01:07:41.000,1.1.1,11.0,9.0,19,True,,xdoctest,conda-forge/xdoctest,,,,https://pypi.org/project/xdoctest,83316.0,86802.0,https://anaconda.org/conda-forge/xdoctest,2023-01-30 06:16:04.314,135976.0,3.0,,,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
227,dodgy,landscapeio/dodgy,security,Looks at Python code to search for things which look dodgy such as passwords or diffs.,,https://github.com/landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2021-08-29 14:44:21.000,2021-03-21 11:36:52,70.0,,20.0,5.0,14.0,9.0,3.0,112.0,,,2.0,14.0,19,False,,dodgy,conda-forge/dodgy,,2382.0,2382.0,https://pypi.org/project/dodgy,416826.0,417580.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,61139.0,3.0,,,,,,,,,,,,,,,,,,,,
228,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2021-10-29 14:54:42.000,2019-05-24 17:17:56,199.0,,7.0,7.0,6.0,4.0,3.0,91.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,19,False,,pyformat,,,1823.0,1797.0,https://pypi.org/project/pyformat,15462.0,15462.0,,,,3.0,2017-01-04 02:31:11.000,26.0,,,,,,,,,,,,,,,,,,
229,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2023-05-11 01:12:41.000,2023-05-11 01:12:40,712.0,10.0,15.0,8.0,16.0,3.0,54.0,84.0,2023-04-15 15:09:02.982,10.0.7,46.0,15.0,19,True,,pip-run,,,3.0,,https://pypi.org/project/pip-run,4094.0,4094.0,,,,3.0,2023-01-23 01:18:02.345,3.0,,,,,,,,,,,,,,,,,,
230,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2022-07-19 20:45:56.000,2022-07-19 20:45:38,40.0,,7.0,4.0,8.0,6.0,6.0,62.0,,,4.0,7.0,19,True,,pylint-flask,conda-forge/pylint-flask,['pylint'],7325.0,7325.0,https://pypi.org/project/pylint-flask,305575.0,306699.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,91069.0,3.0,,,,,,,,,,,,,,,,,,,,
231,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2021-12-15 15:44:18.935,2019-11-25 09:19:00,242.0,,120.0,67.0,29.0,7.0,15.0,2186.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,18,False,,fake2db,,,23.0,22.0,https://pypi.org/project/fake2db,199.0,199.0,,,,3.0,2018-02-09 15:43:23.000,1.0,,,,,,,,,,,,,,,,,,
232,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,,2017-06-29 18:15:26.000,2022-11-30 02:55:03.000,2022-11-18 15:26:38,97.0,,54.0,41.0,22.0,6.0,25.0,1542.0,2020-12-02 20:33:26.000,20.12.2,3.0,38.0,18,False,,xar,,,25.0,25.0,https://pypi.org/project/xar,252.0,252.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
233,snoop,alexmojaki/snoop,debugging,"A powerful set of Python debugging tools, based on PySnooper.",,https://github.com/alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2022-12-22 20:22:27.544,2022-12-22 13:48:56,431.0,,32.0,19.0,16.0,22.0,28.0,920.0,,,4.0,22.0,18,True,,snoop,conda-forge/snoop,,,,https://pypi.org/project/snoop,45384.0,45560.0,https://anaconda.org/conda-forge/snoop,2022-12-22 20:22:27.544,3359.0,3.0,,,,,,,,,,,,,,,,,,,,
234,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-09-18 20:16:24.000,2021-09-18 20:16:24,55.0,,40.0,13.0,6.0,6.0,9.0,764.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,18,False,,py-heat,,,58.0,52.0,https://pypi.org/project/py-heat,2071.0,2071.0,,,,3.0,2018-12-06 03:59:34.000,6.0,,,,,,,,,,,,,,,,,,
235,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2023-02-12 10:13:02.000,2022-09-14 15:18:11,71.0,,55.0,8.0,52.0,7.0,33.0,336.0,2022-04-09 19:12:33.000,0.12.0,11.0,16.0,18,True,,pytest-docker,,['pytest'],,,https://pypi.org/project/pytest-docker,115040.0,115042.0,,,,3.0,,,102.0,,,,,,,,,,,,,,,,,
236,flake8-import-order,PyCQA/flake8-import-order,linters,Flake8 plugin that checks import order against various Python Style Guides.,,https://github.com/PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2022-12-10 16:20:39.000,2022-12-10 16:20:39,292.0,,68.0,9.0,100.0,10.0,90.0,268.0,,,11.0,46.0,18,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],,,https://pypi.org/project/flake8-import-order,331891.0,334872.0,https://anaconda.org/conda-forge/flake8-import-order,2022-11-28 21:20:05.953,232588.0,3.0,,,,,,,,,,,,,,,,,,,,
237,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2023-03-08 23:21:52.058,2023-03-08 16:15:03,84.0,6.0,4.0,9.0,2.0,4.0,12.0,196.0,2023-03-08 16:22:18.671,1.1.0,10.0,3.0,18,True,,cohesion,conda-forge/cohesion,,12.0,,https://pypi.org/project/cohesion,18595.0,18671.0,https://anaconda.org/conda-forge/cohesion,2023-03-08 23:21:52.058,1369.0,3.0,2019-07-10 16:08:05.000,12.0,,,,,,,,,,,,,,,,,,
238,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2022-05-13 18:18:48.000,2019-10-04 19:05:46,128.0,,18.0,11.0,10.0,6.0,13.0,157.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,18,False,,pynt,,,143.0,115.0,https://pypi.org/project/pynt,9136.0,9136.0,,,,3.0,2018-06-24 06:23:48.000,28.0,,,,,,,,,,,,,,,,,,
239,flake8-simplify,MartinThoma/flake8-simplify,linters,A flake8 plugin that helps you to simplify code.,,https://github.com/MartinThoma/flake8-simplify,https://github.com/MartinThoma/flake8-simplify,MIT,2020-09-19 16:59:41.000,2023-04-20 23:00:31.000,2023-03-30 10:45:48,131.0,4.0,17.0,5.0,65.0,46.0,71.0,152.0,2022-07-28 16:33:54.000,0.19.3,20.0,12.0,18,True,,flake8-simplify,conda-forge/flake8-simplify,,,,https://pypi.org/project/flake8-simplify,269559.0,270482.0,https://anaconda.org/conda-forge/flake8-simplify,2023-03-30 15:39:08.410,26788.0,3.0,,,,,,,,,,,,,,,,,,,,
240,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2023-03-18 20:07:34.000,2023-01-03 15:31:24,422.0,,175.0,43.0,153.0,31.0,171.0,1562.0,,,,60.0,17,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
241,Birdseye,alexmojaki/birdseye,debugging,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,,https://github.com/alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2022-05-18 12:07:49.000,2022-05-18 12:07:17,415.0,,74.0,42.0,48.0,20.0,34.0,1546.0,,,,10.0,17,True,,birdseye,,,,,https://pypi.org/project/birdseye,1261.0,1261.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
242,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2023-04-27 10:41:39.000,2023-04-27 10:41:39,41.0,3.0,9.0,6.0,28.0,7.0,19.0,131.0,2021-08-21 09:01:26.000,0.3.0,3.0,5.0,17,True,,com2ann,,,41.0,39.0,https://pypi.org/project/com2ann,11340.0,11340.0,,,,3.0,2021-08-21 09:01:26.000,2.0,,,,,,,,,,,,,,,,,,
243,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00,50.0,,15.0,4.0,13.0,19.0,3.0,103.0,,,,8.0,17,False,,flake8-mypy,,['flake8'],1574.0,1574.0,https://pypi.org/project/flake8-mypy,40404.0,40404.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
244,mkdocs-versioning,zayd62/mkdocs-versioning,documentation,A tool that allows for versioning sites built with mkdocs.,,https://github.com/zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-08-01 15:51:53.000,2021-08-01 15:51:53,133.0,,6.0,3.0,39.0,3.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,17,False,,mkdocs-versioning,,['mkdocs'],56.0,56.0,https://pypi.org/project/mkdocs-versioning,2455.0,2455.0,,,,3.0,2021-02-11 10:24:35.000,,,,,,,,,,,,,,,,,,,
245,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2023-04-02 13:29:37.000,2023-04-02 10:31:12,148.0,4.0,383.0,74.0,60.0,5.0,71.0,3622.0,,,,39.0,16,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
246,reloadium,reloadware/reloadium,debugging,"ChatGPT, Hot Reloading and Profiling for Python.",,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2023-05-16 15:30:17.000,2023-05-16 15:30:16,47.0,5.0,41.0,24.0,23.0,11.0,90.0,2355.0,,,,2.0,16,True,,reloadium,,,,,https://pypi.org/project/reloadium,2756.0,2756.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
247,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000,2019-05-10 19:18:48,200.0,,25.0,14.0,24.0,2.0,40.0,374.0,,,,3.0,16,False,,vex,,,28.0,28.0,https://pypi.org/project/vex,533.0,533.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
248,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44,80.0,,12.0,5.0,18.0,7.0,13.0,366.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,16,False,,tbvaccine,,,11.0,11.0,https://pypi.org/project/tbvaccine,1444.0,1444.0,,,,3.0,2018-12-14 18:07:29.000,,,,,,,,,,,,,,,,,,,
249,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2023-04-11 15:03:37.804,2023-04-10 19:27:15,234.0,3.0,16.0,2.0,16.0,22.0,21.0,146.0,,,4.0,16.0,16,True,,dlint,conda-forge/dlint,,,,https://pypi.org/project/dlint,153736.0,153879.0,https://anaconda.org/conda-forge/dlint,2023-04-11 15:03:37.804,2581.0,3.0,,,,,,,,,,,,,,,,,,,,
250,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38,154.0,,12.0,6.0,7.0,6.0,12.0,117.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,16,False,,pep8ify,,,62.0,43.0,https://pypi.org/project/pep8ify,156.0,156.0,,,,3.0,2014-10-24 20:36:57.000,19.0,,,,,,,,,,,,,,,,,,
251,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2022-04-12 18:58:29.000,2022-04-12 18:50:47,399.0,,33.0,7.0,67.0,18.0,26.0,221.0,,,,17.0,15,False,,imhotep,,,11.0,11.0,https://pypi.org/project/imhotep,48.0,48.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
252,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2022-03-17 12:52:23.000,2020-12-23 02:11:17,178.0,,15.0,6.0,7.0,3.0,5.0,107.0,2020-12-23 02:19:02.000,0.69.1,15.0,8.0,15,False,,massedit,,,7.0,,https://pypi.org/project/massedit,1144.0,1144.0,,,,3.0,2020-12-23 02:12:33.000,7.0,20.0,,,,,,,,,,,,,,,,,
253,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2022-08-29 13:47:29.000,2022-08-29 13:45:55,70.0,,26.0,5.0,17.0,10.0,16.0,102.0,,,,12.0,15,True,,flake8-bandit,,['flake8'],,,https://pypi.org/project/flake8-bandit,515040.0,515040.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
254,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-01-30 07:52:09.000,2023-01-30 07:50:18,198.0,,5.0,2.0,136.0,1.0,11.0,14.0,2023-01-30 07:57:23.000,3.2.0,8.0,4.0,15,False,,yala,,"['flake8', 'pylint']",49.0,49.0,https://pypi.org/project/yala,926.0,926.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
255,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2022-09-20 12:04:08.000,2021-07-15 00:42:02,33.0,,13.0,4.0,21.0,8.0,6.0,255.0,,,,5.0,14,False,,bellybutton,,,38.0,38.0,https://pypi.org/project/bellybutton,3673.0,3673.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
256,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2022-08-15 09:53:04.970,2022-08-14 07:12:06,109.0,,19.0,5.0,28.0,,15.0,133.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,14,True,,retype,conda-forge/retype,,19.0,,https://pypi.org/project/retype,585.0,932.0,https://anaconda.org/conda-forge/retype,2022-08-15 09:53:04.970,22257.0,3.0,2022-08-14 07:10:00.969,19.0,,,,,,,,,,,,,,,,,,
257,autoimport,lyz-code/autoimport,formatters,Autoimport automatically fixes wrong import statements.,,https://github.com/lyz-code/autoimport,https://github.com/lyz-code/autoimport,GPL-3.0,2020-10-16 22:43:09.000,2023-03-24 11:32:06.000,2023-03-24 11:30:59,532.0,2.0,14.0,2.0,200.0,8.0,30.0,71.0,,,,13.0,14,True,,autoimport,,,102.0,102.0,https://pypi.org/project/autoimport,4029.0,4029.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
258,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000,2022-09-15 18:19:20,395.0,,7.0,5.0,34.0,,3.0,19.0,2021-11-17 16:59:34.000,0.6.18,28.0,5.0,14,True,,universal-build,,,11.0,11.0,https://pypi.org/project/universal-build,202.0,202.0,,,,3.0,,,18.0,,,,,,,,,,,,,,,,,
259,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000,2022-12-19 19:23:19,95.0,,67.0,18.0,75.0,34.0,30.0,555.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
260,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000,2017-02-13 18:07:04,26.0,,20.0,6.0,6.0,15.0,2.0,318.0,,,,2.0,13,False,,pycycle,,,75.0,75.0,https://pypi.org/project/pycycle,3146.0,3146.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
261,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2023-03-03 20:00:09.000,2022-11-06 20:48:39,188.0,,3.0,1.0,166.0,,3.0,165.0,2022-08-09 15:40:30.000,3.0.0,5.0,3.0,13,True,,freshenv,raiyanyahya/freshenv,,,,https://pypi.org/project/freshenv,88.0,88.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,,,,
262,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28,382.0,,4.0,9.0,62.0,4.0,25.0,68.0,,,,3.0,13,False,,pytest-play,,['pytest'],21.0,21.0,https://pypi.org/project/pytest-play,97.0,97.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
263,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000,2017-11-14 21:27:52,20.0,,168.0,78.0,4.0,11.0,15.0,2528.0,,,,3.0,12,False,,,,,2.0,2.0,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,
264,assertpy,ActivisionGameScience/assertpy,testing,Simple assertion library for unit testing in python with a fluent API.,,https://github.com/ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332,2020-07-19 15:23:26.710,2019-10-30 17:50:10,279.0,,,1.0,,,,19.0,,,6.0,10.0,12,False,,assertpy,conda-forge/assertpy,,,,https://pypi.org/project/assertpy,400167.0,400473.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,20228.0,3.0,,,,,,,,,-7.0,,,,,,,,,,,
265,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2022-12-08 02:07:55.000,2019-06-27 03:42:48,285.0,,17.0,5.0,21.0,4.0,10.0,133.0,,,,5.0,10,False,,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,84.0,84.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
266,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2023-04-30 19:29:43.000,2023-04-30 19:29:29,290.0,11.0,2.0,3.0,6.0,5.0,,33.0,,,,2.0,10,False,,pyship,,,,,https://pypi.org/project/pyship,49.0,49.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
267,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-05-11 16:12:50.000,2022-12-13 04:09:02,54.0,,19.0,20.0,61.0,4.0,1.0,184.0,,,,18.0,9,False,,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,17.0,17.0,,,,3.0,,,,,,,,,,,,,,,,,,,,
1 name github_id category description resource github_url homepage license created_at updated_at last_commit_pushed_at commit_count recent_commit_count fork_count watchers_count pr_count open_issue_count closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count projectrank show updated_github_id pypi_id conda_id labels dependent_project_count github_dependent_project_count pypi_url pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing pypi_latest_release_published_at pypi_dependent_project_count github_release_downloads dockerhub_id dockerhub_url dockerhub_latest_release_published_at dockerhub_stars dockerhub_pulls trending new_addition npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads cargo_id cargo_url cargo_monthly_downloads cargo_total_downloads conda_forge
2 0 best-of-web-python - Testing ml-tooling/best-of-web-python testing Testing libraries & tools for python web frameworks. True https://github.com/ml-tooling/best-of-web-python https://github.com/ml-tooling/best-of-web-python CC-BY-SA-4.0 2021-01-05 13:09:27.000 2023-05-11 17:24:09.000 2023-05-11 17:24:08 229.0 24.0 145.0 52.0 140.0 1.0 2.0 1896.0 2023-05-11 17:24:17.000 2023.05.11 89.0 10.0 0 True
3 1 best-of-mkdocs pawamoy/best-of-mkdocs documentation Collection of MkDocs projects and plugins. True https://github.com/mkdocs/best-of-mkdocs https://github.com/mkdocs/best-of-mkdocs CC-BY-SA-4.0 2022-04-17 07:48:22.000 2023-05-11 19:58:38.000 2023-05-11 19:58:37 162.0 20.0 10.0 10.0 80.0 1.0 2.0 246.0 2023-05-11 19:58:47.000 2023.05.11 60.0 5.0 0 True mkdocs/best-of-mkdocs
4 2 Python.org Packaging packaging An Overview of Packaging for Python. True https://packaging.python.org/overview/ 0 True
5 3 unittest testing Unittest is a test framework included in the Python standard library. True https://docs.python.org/3/library/unittest.html 0 True
6 4 pytest pytest-dev/pytest testing The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. https://github.com/pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2023-05-18 13:33:00.000 2023-05-18 13:18:59 14989.0 116.0 2271.0 193.0 5056.0 800.0 4471.0 10184.0 2023-04-14 18:11:59.000 7.3.1 106.0 870.0 47 True pytest conda-forge/pytest ['pytest'] 909414.0 909414.0 https://pypi.org/project/pytest 60029923.0 60276815.0 https://anaconda.org/conda-forge/pytest 2023-04-14 23:00:04.667 20245172.0 1.0
7 5 pipenv pypa/pipenv virtual-envs Python Development Workflow for Humans. https://github.com/pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000 2023-05-18 08:31:46.000 2023-05-17 11:21:27 8305.0 74.0 1755.0 362.0 1692.0 197.0 3735.0 23855.0 2023-04-29 21:02:44.000 2023.4.29 69.0 465.0 45 True pipenv conda-forge/pipenv 81476.0 81476.0 https://pypi.org/project/pipenv 6660458.0 6662869.0 https://anaconda.org/conda-forge/pipenv 2023-04-29 22:34:06.026 103713.0 1.0
8 6 psutil giampaolo/psutil profiling Cross-platform lib for process and system monitoring in Python. https://github.com/giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000 2023-05-09 10:03:08.000 2023-05-09 10:03:08 5936.0 64.0 1320.0 238.0 626.0 257.0 1389.0 9303.0 2023-04-17 18:27:02.245 5.9.5 89.0 195.0 45 True psutil conda-forge/psutil 327341.0 310417.0 https://pypi.org/project/psutil 68010432.0 68269080.0 https://anaconda.org/conda-forge/psutil 2023-04-17 23:58:50.059 21985105.0 1.0 2022-11-07 18:47:02.742 16924.0
9 7 pip pypa/pip dependency-managers The Python package installer. https://github.com/pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000 2023-05-17 11:30:12.000 2023-05-08 08:54:14 13803.0 196.0 2732.0 307.0 5199.0 895.0 5885.0 8739.0 63.0 731.0 45 True pip conda-forge/pip 135882.0 135882.0 https://pypi.org/project/pip 166230413.0 167174528.0 https://anaconda.org/conda-forge/pip 2023-04-26 11:16:14.578 77417448.0 1.0
10 8 black psf/black formatters The uncompromising Python code formatter. https://github.com/psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000 2023-05-18 08:34:46.000 2023-05-17 02:47:45 1553.0 35.0 1969.0 228.0 1385.0 361.0 1906.0 32357.0 2023-03-29 01:00:11.000 23.3.0 29.0 369.0 44 True black conda-forge/black 372227.0 372227.0 https://pypi.org/project/black 20099317.0 20219250.0 https://anaconda.org/conda-forge/black 2023-04-26 07:05:32.069 7161931.0 1.0 28423.0
11 9 setuptools pypa/setuptools build-tools Official project repository for the Setuptools build system. https://github.com/pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000 2023-05-17 13:06:57.000 2023-05-11 23:50:52 13810.0 131.0 934.0 89.0 1390.0 547.0 1748.0 2029.0 2023-04-24 11:37:12.000 67.7.2 196.0 567.0 44 True setuptools conda-forge/setuptools 325080.0 325080.0 https://pypi.org/project/setuptools 254702556.0 255679375.0 https://anaconda.org/conda-forge/setuptools 2023-04-24 18:49:33.341 80099232.0 1.0
12 10 rich Textualize/rich logging Rich is a Python library for rich text and beautiful formatting in the terminal. https://github.com/Textualize/rich https://github.com/Textualize/rich MIT 2019-11-10 15:28:09.000 2023-05-15 14:03:44.000 2023-05-09 07:55:58 3760.0 69.0 1508.0 542.0 962.0 99.0 982.0 43290.0 2023-04-27 16:00:07.000 13.3.5 100.0 221.0 43 True rich conda-forge/rich 88807.0 88807.0 https://pypi.org/project/rich 22903319.0 23014009.0 https://anaconda.org/conda-forge/rich 2023-04-27 19:38:00.684 3763487.0 1.0
13 11 tqdm tqdm/tqdm logging A Fast, Extensible Progress Bar for Python and CLI. https://github.com/tqdm/tqdm https://github.com/tqdm/tqdm MPL-2.0 2015-06-03 13:13:14.000 2023-05-14 02:33:21.000 2023-03-03 21:07:28 1940.0 12.0 1271.0 213.0 513.0 443.0 569.0 24804.0 2023-03-03 21:28:29.000 4.65.0 131.0 112.0 43 True tqdm conda-forge/tqdm 493068.0 467171.0 https://pypi.org/project/tqdm 51622719.0 51863489.0 https://anaconda.org/conda-forge/tqdm 2023-03-04 16:57:20.216 19969058.0 1.0 2023-03-03 21:19:01.523 25897.0 11080.0 tqdm/tqdm https://hub.docker.com/r/tqdm/tqdm 2023-03-18 01:39:51.172447 2.0 4091.0
14 12 pylint PyCQA/pylint linters Its not just a linter that annoys you!. https://github.com/pylint-dev/pylint https://github.com/pylint-dev/pylint GPL-2.0 2015-12-09 05:40:02.000 2023-05-17 13:34:49.000 2023-05-16 12:25:25 8636.0 266.0 1008.0 74.0 3742.0 715.0 4234.0 4665.0 2023-05-06 16:36:23.720 2.17.4 174.0 524.0 43 True pylint-dev/pylint pylint conda-forge/pylint 383886.0 361342.0 https://pypi.org/project/pylint 13538273.0 13588749.0 https://anaconda.org/conda-forge/pylint 2023-05-06 18:27:40.178 4088597.0 1.0 2023-01-22 14:41:49.833 22544.0
15 13 mypy python/mypy type-checkers Optional static typing for Python. https://github.com/python/mypy https://github.com/python/mypy 2012-12-07 13:30:23.000 2023-05-18 08:34:16.000 2023-05-18 08:34:15 11199.0 204.0 2441.0 232.0 6204.0 2405.0 6579.0 15370.0 49.0 655.0 42 False mypy conda-forge/mypy 186359.0 186359.0 https://pypi.org/project/mypy 13569490.0 13614777.0 https://anaconda.org/conda-forge/mypy 2023-05-12 19:54:15.023 2988954.0 1.0 -4.0
16 14 mkdocs-material squidfunk/mkdocs-material documentation Documentation that simply works. https://github.com/squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000 2023-05-17 09:06:00.000 2023-05-17 09:03:30 5273.0 251.0 2982.0 115.0 2346.0 23.0 1859.0 13873.0 2023-05-16 18:19:09.355 9.1.13 320.0 213.0 42 True mkdocs-material conda-forge/mkdocs-material ['mkdocs'] 33051.0 32265.0 https://pypi.org/project/mkdocs-material 2386308.0 2391448.0 https://anaconda.org/conda-forge/mkdocs-material 2023-05-16 22:07:03.766 246757.0 1.0 2022-11-08 14:44:39.000 786.0
17 15 pre-commit pre-commit/pre-commit others A framework for managing and maintaining multi-language pre-commit hooks. https://github.com/pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000 2023-05-18 01:01:46.548 2023-05-17 23:15:56 2536.0 89.0 645.0 89.0 1086.0 17.0 1750.0 10365.0 2023-05-17 23:01:40.000 3.3.2 99.0 149.0 42 True pre-commit conda-forge/pre-commit 129213.0 129213.0 https://pypi.org/project/pre-commit 10508422.0 10582285.0 https://anaconda.org/conda-forge/pre-commit 2023-05-18 01:01:46.548 3038764.0 1.0 430836.0
18 16 pyinstaller pyinstaller/pyinstaller packaging Freeze (package) Python programs into stand-alone executables. https://github.com/pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000 2023-05-18 13:02:56.000 2023-05-16 00:07:12 8747.0 87.0 1756.0 235.0 2153.0 271.0 4593.0 10278.0 2023-05-13 12:02:40.000 5.11.0 52.0 450.0 42 True pyinstaller conda-forge/pyinstaller 43410.0 43410.0 https://pypi.org/project/pyinstaller 1133320.0 1145018.0 https://anaconda.org/conda-forge/pyinstaller 2023-05-13 14:15:58.829 437536.0 1.0 738177.0
19 17 sphinx sphinx-doc/sphinx documentation The Sphinx documentation generator. https://github.com/sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx 2015-01-02 10:53:28.000 2023-05-18 10:21:40.000 2023-05-15 09:43:55 20121.0 212.0 1814.0 145.0 4923.0 1145.0 5316.0 5414.0 2023-05-12 21:51:49.000 7.0.1 99.0 783.0 42 False sphinx conda-forge/sphinx ['sphinx'] 303716.0 303716.0 https://pypi.org/project/sphinx 9001926.0 9095205.0 https://anaconda.org/conda-forge/sphinx 2023-05-12 22:37:46.449 7555656.0 1.0
20 18 mkdocs mkdocs/mkdocs documentation Project documentation with Markdown. https://github.com/mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2023-05-17 20:59:07.000 2023-05-14 20:49:34 1854.0 33.0 2239.0 232.0 1130.0 140.0 1683.0 16431.0 2023-05-02 21:20:08.317 1.4.3 56.0 238.0 41 True mkdocs conda-forge/mkdocs ['mkdocs'] 48181.0 43862.0 https://pypi.org/project/mkdocs 1686808.0 1689773.0 https://anaconda.org/conda-forge/mkdocs 2023-05-03 16:41:13.115 252029.0 1.0 2022-11-01 18:34:05.525 4319.0
21 19 robotframework robotframework/robotframework testing Generic automation framework for acceptance testing and RPA. https://github.com/robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000 2023-05-17 16:34:09.000 2023-05-17 16:34:09 14043.0 177.0 2089.0 478.0 654.0 258.0 3853.0 8031.0 2023-01-08 19:24:02.000 6.0.2 69.0 182.0 41 True robotframework conda-forge/robotframework 7679.0 7679.0 https://pypi.org/project/robotframework 1656461.0 1658450.0 https://anaconda.org/conda-forge/robotframework 2023-01-12 19:48:17.751 127026.0 1.0 545.0
22 20 isort PyCQA/isort formatters A Python utility / library to sort imports. https://github.com/PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2023-05-15 20:56:16.000 2023-04-01 17:51:24 4080.0 18.0 507.0 48.0 924.0 141.0 1061.0 5799.0 2023-01-30 09:41:30.000 5.11.5 100.0 283.0 41 True isort conda-forge/isort 385182.0 385182.0 https://pypi.org/project/isort 25468236.0 25526135.0 https://anaconda.org/conda-forge/isort 2023-02-01 23:25:16.111 4747772.0 2.0
23 21 conda conda/conda dependency-managers A system-level, binary package and environment manager running on all major operating systems and platforms. https://github.com/conda/conda https://github.com/conda/conda 2012-10-15 22:08:03.000 2023-05-18 04:11:07.000 2023-05-18 00:01:17 16325.0 120.0 1371.0 198.0 3609.0 763.0 8329.0 5446.0 2023-03-30 03:29:50.000 23.3.1 100.0 426.0 41 False conda conda-forge/conda 40123.0 40123.0 https://pypi.org/project/conda 187769.0 714584.0 https://anaconda.org/conda-forge/conda 2023-03-30 15:12:14.391 42672080.0 1.0
24 22 ruff charliermarsh/ruff linters An extremely fast Python linter, written in Rust. https://github.com/charliermarsh/ruff https://github.com/charliermarsh/ruff MIT 2022-08-09 17:17:44.000 2023-05-18 14:00:16.000 2023-05-18 13:05:27 3319.0 775.0 435.0 66.0 2676.0 322.0 1464.0 14787.0 2023-05-12 20:13:03.097 0.0.267 242.0 196.0 40 True ruff conda-forge/ruff 6617.0 6021.0 https://pypi.org/project/ruff 2025205.0 2056754.0 https://anaconda.org/conda-forge/ruff 2023-05-06 01:44:41.906 177046.0 1.0 2023-05-12 20:13:03.097 596.0 10210.0 True
25 23 yapf google/yapf formatters A formatter for Python files. https://github.com/google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000 2023-05-16 14:32:06.000 2023-05-05 00:20:55 1259.0 41.0 894.0 220.0 302.0 386.0 405.0 13228.0 2023-04-18 21:10:49.042 0.33.0 71.0 147.0 40 True yapf conda-forge/yapf 78701.0 76391.0 https://pypi.org/project/yapf 3838311.0 3855495.0 https://anaconda.org/conda-forge/yapf 2023-05-01 01:43:30.917 1426346.0 2.0 2023-02-21 19:25:03.574 2310.0
26 24 jedi davidhalter/jedi refactoring Awesome autocompletion, static analysis and refactoring library for python. https://github.com/davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000 2023-04-21 21:55:14.000 2023-04-21 21:55:14 8352.0 11.0 497.0 114.0 577.0 53.0 1298.0 5421.0 2022-11-21 22:34:01.796 0.18.2 32.0 163.0 40 True jedi conda-forge/jedi 312019.0 303605.0 https://pypi.org/project/jedi 19403019.0 19608020.0 https://anaconda.org/conda-forge/jedi 2022-11-22 16:27:48.875 16195115.0 1.0 2022-11-21 22:34:01.796 8414.0
27 25 virtualenv pypa/virtualenv virtual-envs Virtual Python Environment builder. https://github.com/pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000 2023-05-18 07:49:46.000 2023-05-17 16:24:59 680.0 37.0 923.0 163.0 1261.0 78.0 1203.0 4462.0 2023-04-27 23:37:32.000 20.23.0 57.0 99.0 40 True virtualenv conda-forge/virtualenv 263695.0 263695.0 https://pypi.org/project/virtualenv 61771892.0 61830936.0 https://anaconda.org/conda-forge/virtualenv 2023-04-28 09:34:05.273 4369298.0 2.0
28 26 flake8 PyCQA/flake8 linters Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script. https://github.com/PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2023-05-16 13:44:34.000 2023-05-16 13:36:39 2376.0 16.0 278.0 37.0 315.0 25.0 1486.0 2825.0 2022-11-23 19:29:25.198 6.0.0 87.0 172.0 40 True flake8 conda-forge/flake8 500409.0 455489.0 https://pypi.org/project/flake8 21791959.0 21865876.0 https://anaconda.org/conda-forge/flake8 2022-11-25 17:20:29.044 6135171.0 1.0 2022-11-23 19:29:25.198 44920.0
29 27 tox tox-dev/tox testing Command line driven CI frontend and development task automation tool. https://github.com/tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000 2023-05-13 17:54:07.000 2023-05-08 14:06:23 589.0 38.0 473.0 42.0 1301.0 80.0 1517.0 3268.0 2023-04-26 16:35:23.126 4.5.1 193.0 277.0 39 True tox conda-forge/tox ['pytest'] 120828.0 98623.0 https://pypi.org/project/tox 15809354.0 15819509.0 https://anaconda.org/conda-forge/tox 2023-01-18 22:31:34.228 690589.0 1.0 2023-02-21 17:41:11.947 22205.0
30 28 sentry-sdk getsentry/sentry-python logging The official Python SDK for Sentry.io. https://github.com/getsentry/sentry-python https://github.com/getsentry/sentry-python MIT 2018-06-18 22:51:10.000 2023-05-17 12:53:05.000 2023-05-17 11:29:33 1755.0 110.0 365.0 67.0 1183.0 187.0 716.0 1533.0 2023-05-17 11:29:20.000 1.23.1 101.0 170.0 39 True sentry-sdk conda-forge/sentry-sdk 43343.0 43343.0 https://pypi.org/project/sentry-sdk 20547542.0 20555867.0 https://anaconda.org/conda-forge/sentry-sdk 2023-04-28 21:06:11.878 445227.0 1.0 3510.0
31 29 pip-tools jazzband/pip-tools dependency-managers A set of tools to keep your pinned Python dependencies fresh. https://github.com/jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000 2023-05-18 10:34:38.000 2023-05-15 18:01:58 1899.0 38.0 502.0 105.0 901.0 124.0 814.0 6850.0 2023-04-07 16:47:19.000 6.13.0 62.0 189.0 38 True pip-tools conda-forge/pip-tools 20118.0 20118.0 https://pypi.org/project/pip-tools 8168809.0 8171172.0 https://anaconda.org/conda-forge/pip-tools 2023-04-07 19:35:02.377 87458.0 2.0
32 30 hypothesis HypothesisWorks/hypothesis testing Hypothesis is a powerful, flexible, and easy to use library for property-based testing. https://github.com/HypothesisWorks/hypothesis https://github.com/HypothesisWorks/hypothesis 2013-03-10 13:51:19.000 2023-05-14 02:41:41.339 2023-05-14 01:16:52 12960.0 189.0 534.0 70.0 2247.0 48.0 1342.0 6703.0 2023-04-26 08:30:52.000 hypothesis-python-6.74.0 668.0 311.0 38 False hypothesis conda-forge/hypothesis 20738.0 20738.0 https://pypi.org/project/hypothesis 5779272.0 5871895.0 https://anaconda.org/conda-forge/hypothesis 2023-05-14 02:41:41.339 7595121.0 1.0
33 31 loguru Delgan/loguru logging Python logging made (stupidly) simple. https://github.com/Delgan/loguru https://github.com/Delgan/loguru MIT 2017-08-15 17:22:32.000 2023-05-05 19:14:19.000 2023-05-05 15:48:32 714.0 21.0 604.0 127.0 114.0 96.0 665.0 14903.0 2023-04-10 09:14:19.000 0.7.0 19.0 42.0 37 True loguru conda-forge/loguru 55024.0 52535.0 https://pypi.org/project/loguru 8967476.0 8990966.0 https://anaconda.org/conda-forge/loguru 2023-04-10 11:59:26.560 1198029.0 2.0 2020-09-20 07:54:28.000 2489.0
34 32 pyright Microsoft/pyright type-checkers Static Type Checker for Python. https://github.com/microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000 2023-05-18 04:18:16.000 2023-05-18 04:18:11 6136.0 366.0 1034.0 101.0 568.0 14.0 4018.0 10284.0 2023-05-17 04:00:40.000 1.1.309 393.0 92.0 37 True 517.0 507.0 536793.0 2.0 336.0 pyright https://www.npmjs.com/package/pyright 2023-05-17 03:54:47.518 10.0 536772.0
35 33 bandit PyCQA/bandit security Bandit is a tool designed to find common security issues in Python code. https://github.com/PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000 2023-05-12 06:43:22.000 2023-05-11 17:41:41 1307.0 15.0 516.0 67.0 378.0 186.0 446.0 5187.0 2023-03-10 01:08:04.773 1.7.5 36.0 166.0 37 True bandit conda-forge/bandit 43232.0 41457.0 https://pypi.org/project/bandit 3122192.0 3127040.0 https://anaconda.org/conda-forge/bandit 2023-03-11 07:26:25.891 232180.0 1.0 2022-03-04 07:43:44.000 1775.0 671.0
36 34 pycodestyle PyCQA/pycodestyle linters Simple Python style checker in one Python file. https://github.com/PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000 2023-05-09 12:33:44.000 2023-05-09 12:33:43 1357.0 4.0 703.0 120.0 453.0 114.0 594.0 4838.0 2022-11-23 18:29:05.901 2.10.0 16.0 131.0 37 True pycodestyle conda-forge/pycodestyle 349223.0 337684.0 https://pypi.org/project/pycodestyle 28874057.0 28950512.0 https://anaconda.org/conda-forge/pycodestyle 2022-11-24 16:23:10.571 6345801.0 1.0 2022-11-23 18:29:05.901 11539.0
37 35 autopep8 hhatto/autopep8 formatters A tool that automatically formats Python code to conform to the PEP 8 style guide. https://github.com/hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2023-03-19 12:06:00.000 2023-03-19 12:05:58 2819.0 9.0 282.0 72.0 219.0 112.0 353.0 4349.0 2023-03-03 09:23:05.483 2.0.2 73.0 57.0 37 True autopep8 conda-forge/autopep8 183229.0 177343.0 https://pypi.org/project/autopep8 3340069.0 3353741.0 https://anaconda.org/conda-forge/autopep8 2023-03-03 12:11:53.143 1134828.0 3.0 2022-12-15 15:08:07.499 5886.0
38 36 poetry python-poetry/poetry dependency-managers Python packaging and dependency management made easy. https://github.com/python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000 2023-05-18 05:02:20.000 2023-05-16 16:53:56 2857.0 103.0 1921.0 188.0 2372.0 565.0 4394.0 25062.0 2023-04-02 16:02:08.000 1.4.2 100.0 458.0 36 True poetry conda-forge/poetry https://pypi.org/project/poetry 11610181.0 11877904.0 https://anaconda.org/conda-forge/poetry 2023-04-05 19:52:39.807 865237.0 2.0 15102091.0
39 37 Glances nicolargo/glances profiling Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. https://github.com/nicolargo/glances https://github.com/nicolargo/glances 2011-12-04 08:49:15.000 2023-05-18 10:26:54.000 2023-05-18 07:57:07 4984.0 292.0 1356.0 497.0 675.0 194.0 1453.0 22817.0 2023-05-17 13:08:54.000 3.4.0.1 33.0 172.0 36 False glances conda-forge/glances 657.0 657.0 https://pypi.org/project/glances 229566.0 231823.0 https://anaconda.org/conda-forge/glances 2023-01-17 20:09:23.663 193014.0 1.0 1286.0
40 38 Nuitka Nuitka/Nuitka packaging Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8,.. https://github.com/Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000 2023-05-18 11:14:40.000 2023-05-15 10:02:31 10828.0 356.0 468.0 129.0 304.0 225.0 1609.0 8773.0 162.0 138.0 36 True nuitka conda-forge/nuitka 1223.0 1223.0 https://pypi.org/project/nuitka 69237.0 75121.0 https://anaconda.org/conda-forge/nuitka 2023-05-17 07:22:04.708 500202.0 1.0
41 39 buildbot buildbot/buildbot build-tools Python-based continuous integration testing framework; your pull requests are more than welcome!. https://github.com/buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000 2023-05-15 21:36:17.000 2023-05-15 19:52:10 23661.0 239.0 1626.0 202.0 5344.0 686.0 799.0 5039.0 2023-04-17 01:43:00.835 3.8.0 122.0 838.0 36 True buildbot conda-forge/buildbot 780.0 323.0 https://pypi.org/project/buildbot 31451.0 33691.0 https://anaconda.org/conda-forge/buildbot 2023-04-17 03:32:51.191 79585.0 1.0 2022-12-04 12:01:05.939 457.0 30261.0
42 40 twine pypa/twine build-tools Utilities for interacting with PyPI. https://github.com/pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000 2023-05-06 14:40:18.000 2023-05-06 14:40:18 1079.0 3.0 281.0 35.0 530.0 45.0 410.0 1419.0 2022-12-01 01:51:31.000 4.0.2 25.0 116.0 36 True twine conda-forge/twine 89475.0 89475.0 https://pypi.org/project/twine 3858940.0 3868265.0 https://anaconda.org/conda-forge/twine 2022-12-01 12:45:16.522 755361.0 1.0
43 41 wheel pypa/wheel build-tools The official binary distribution format for Python. https://github.com/pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580 2023-05-16 07:02:03.000 2023-05-16 07:02:02 863.0 32.0 129.0 28.0 168.0 35.0 333.0 407.0 2023-03-14 15:11:10.051 0.40.0 72.0 71.0 36 True wheel conda-forge/wheel 245594.0 208879.0 https://pypi.org/project/wheel 171993752.0 172777871.0 https://anaconda.org/conda-forge/wheel 2023-03-14 16:43:24.949 64297784.0 1.0 2022-11-09 20:45:23.777 36715.0
44 42 invoke pyinvoke/invoke build-tools Pythonic task management & command execution. https://github.com/pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000 2023-05-16 01:20:34.857 2023-05-15 22:15:28 3688.0 32.0 341.0 96.0 241.0 291.0 397.0 3954.0 23.0 59.0 35 True invoke conda-forge/invoke 20477.0 20477.0 https://pypi.org/project/invoke 4919489.0 4930057.0 https://anaconda.org/conda-forge/invoke 2023-05-16 01:20:34.857 898293.0 2.0
45 43 pyre-check facebook/pyre-check type-checkers Performant type-checking for python. https://github.com/facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000 2023-05-18 05:13:17.000 2023-05-18 05:04:33 14225.0 605.0 412.0 111.0 357.0 137.0 238.0 6345.0 2023-02-14 01:01:23.450 0.9.18 76.0 243.0 34 True pyre-check 48.0 https://pypi.org/project/pyre-check 53023.0 53023.0 3.0 2022-11-08 21:43:56.374 48.0
46 44 pipreqs bndr/pipreqs dependency-managers pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this.. https://github.com/bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000 2023-05-17 22:07:58.000 2023-04-14 07:08:49 336.0 16.0 342.0 61.0 144.0 162.0 97.0 5131.0 2023-04-14 07:11:09.000 0.4.13 42.0 59.0 34 True pipreqs conda-forge/pipreqs 19428.0 19065.0 https://pypi.org/project/pipreqs 2326394.0 2326841.0 https://anaconda.org/conda-forge/pipreqs 2023-04-14 08:24:42.847 35774.0 2.0 2021-10-23 09:15:35.000 363.0
47 45 mimesis lk-geimfari/mimesis testing Mimesis is a robust data generator for Python, capable of rapidly producing large volumes of synthetic data for.. https://github.com/lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2023-05-18 09:51:01.000 2023-05-18 09:50:57 2458.0 127.0 313.0 61.0 1014.0 6.0 309.0 3963.0 2023-04-30 12:41:00.837 9.0.0 45.0 115.0 34 True mimesis conda-forge/mimesis 1397.0 1331.0 https://pypi.org/project/mimesis 120017.0 123455.0 https://anaconda.org/conda-forge/mimesis 2023-04-30 13:20:15.821 116737.0 1.0 2022-12-17 18:19:31.923 66.0 406.0
48 46 structlog hynek/structlog logging Simple, powerful, and fast logging for Python. https://github.com/hynek/structlog https://github.com/hynek/structlog 2013-08-13 15:55:58.000 2023-05-15 08:40:06.000 2023-05-13 15:15:46 1337.0 27.0 180.0 34.0 240.0 31.0 242.0 2560.0 2023-04-06 12:17:40.000 23.1.0 12.0 98.0 34 False structlog conda-forge/structlog 8330.0 8330.0 https://pypi.org/project/structlog 8186223.0 8189873.0 https://anaconda.org/conda-forge/structlog 2022-07-28 13:23:10.469 299349.0 2.0
49 47 wemake-python-styleguide wemake-services/wemake-python-styleguide linters The strictest and most opinionated python linter ever!. https://github.com/wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000 2023-05-15 07:22:30.000 2023-05-15 07:22:27 2191.0 41.0 365.0 26.0 1589.0 98.0 958.0 2215.0 2022-09-27 11:36:27.000 0.17.0 54.0 180.0 34 True wemake-python-styleguide 14625.0 14625.0 https://pypi.org/project/wemake-python-styleguide 250167.0 250167.0 2.0
50 48 prospector PyCQA/prospector code-metrics Inspects Python source files and provides information about type and location of classes, methods etc. https://github.com/PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000 2023-05-16 07:18:17.000 2023-05-16 07:18:13 1373.0 26.0 166.0 35.0 255.0 53.0 307.0 1803.0 2023-05-12 05:48:01.608 1.10.0 122.0 88.0 34 True prospector conda-forge/prospector 5018.0 4249.0 https://pypi.org/project/prospector 639430.0 640292.0 https://anaconda.org/conda-forge/prospector 2023-05-09 20:05:26.309 69877.0 1.0 2023-01-10 19:32:09.781 769.0
51 49 python-json-logger madzak/python-json-logger logging Json Formatter for the standard python logger. https://github.com/madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000 2023-04-26 12:28:32.000 2023-02-28 17:40:55 262.0 3.0 204.0 26.0 82.0 5.0 89.0 1489.0 2023-02-21 17:39:43.000 2.0.7 10.0 63.0 34 True python-json-logger conda-forge/python-json-logger 49550.0 49550.0 https://pypi.org/project/python-json-logger 15440135.0 15490303.0 https://anaconda.org/conda-forge/python-json-logger 2023-02-22 15:29:12.361 3662320.0 2.0
52 50 pytest-cov pytest-dev/pytest-cov testing Coverage plugin for pytest. https://github.com/pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000 2023-05-17 19:39:39.000 2023-02-28 12:05:33 910.0 2.0 196.0 36.0 237.0 126.0 238.0 1427.0 2022-09-28 18:41:46.166 4.0.0 44.0 82.0 34 True pytest-cov conda-forge/pytest-cov ['pytest'] 286298.0 252544.0 https://pypi.org/project/pytest-cov 22977889.0 23075633.0 https://anaconda.org/conda-forge/pytest-cov 2022-09-29 00:56:23.882 8406006.0 1.0 2022-09-28 18:41:46.166 33754.0
53 51 pyflakes PyCQA/pyflakes linters A simple program which checks Python source files for errors. https://github.com/PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000 2023-04-25 23:37:23.000 2023-04-25 23:37:22 556.0 1.0 169.0 27.0 289.0 56.0 447.0 1262.0 2022-11-24 16:55:02.246 3.0.1 36.0 84.0 34 True pyflakes conda-forge/pyflakes 237661.0 223910.0 https://pypi.org/project/pyflakes 20618565.0 20692316.0 https://anaconda.org/conda-forge/pyflakes 2022-11-24 20:00:59.834 6121339.0 2.0 2022-11-24 16:55:02.246 13751.0
54 52 typeguard agronholm/typeguard type-checkers Run-time type checker for Python. https://github.com/agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000 2023-05-16 06:56:03.000 2023-05-16 06:56:02 521.0 126.0 93.0 18.0 87.0 12.0 249.0 1193.0 2023-05-12 07:43:21.691 4.0.0 59.0 29.0 34 True typeguard conda-forge/typeguard 16216.0 14794.0 https://pypi.org/project/typeguard 8680177.0 8685134.0 https://anaconda.org/conda-forge/typeguard 2023-05-12 09:34:55.089 257807.0 3.0 2023-03-01 22:37:52.893 1422.0
55 53 nose2 nose-devs/nose2 testing The successor to nose, based on unittest2. https://github.com/nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-2-Clause 2011-12-14 15:33:15.000 2023-05-15 18:44:59.000 2023-05-15 18:44:56 1113.0 14.0 137.0 23.0 309.0 52.0 215.0 750.0 2023-04-29 18:30:51.495 0.13.0 29.0 74.0 34 True nose2 conda-forge/nose2 24391.0 23254.0 https://pypi.org/project/nose2 566306.0 567862.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 93410.0 1.0 2022-07-16 16:40:18.561 1137.0
56 54 packaging pypa/packaging packaging Core utilities for Python packages. https://github.com/pypa/packaging https://github.com/pypa/packaging 2014-05-15 22:49:43.000 2023-05-04 03:47:22.000 2023-04-13 03:58:34 643.0 4.0 200.0 26.0 376.0 65.0 251.0 492.0 2023-04-12 16:11:39.000 23.1 18.0 88.0 34 False packaging conda-forge/packaging 715949.0 715949.0 https://pypi.org/project/packaging 152770093.0 153156926.0 https://anaconda.org/conda-forge/packaging 2023-04-12 22:06:30.481 32105834.0 2.0 709.0
57 55 pyautogui asweigart/pyautogui testing A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. https://github.com/asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000 2023-04-28 13:30:26.000 2021-09-14 17:41:07 402.0 1040.0 183.0 148.0 405.0 222.0 8087.0 11.0 51.0 33 False pyautogui conda-forge/pyautogui 23441.0 23441.0 https://pypi.org/project/pyautogui 601681.0 604584.0 https://anaconda.org/conda-forge/pyautogui 2022-09-10 02:31:57.039 191611.0 2.0
58 56 pipx pypa/pipx dependency-managers Install and Run Python Applications in Isolated Environments. https://github.com/pypa/pipx https://github.com/pypa/pipx MIT 2018-10-06 18:47:46.000 2023-05-18 13:03:55.000 2023-04-22 12:17:10 558.0 18.0 285.0 72.0 430.0 127.0 431.0 6423.0 2023-03-12 06:23:00.522 1.2.0 52.0 91.0 33 True pipx conda-forge/pipx 1230.0 1216.0 https://pypi.org/project/pipx 908491.0 909964.0 https://anaconda.org/conda-forge/pipx 2023-03-13 16:16:53.369 24824.0 3.0 2022-05-28 04:17:00.000 14.0 626.0
59 57 freezegun spulec/freezegun testing Let your Python tests travel through time. https://github.com/spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000 2023-04-18 22:40:40.000 2023-02-22 05:49:22 592.0 3.0 249.0 33.0 219.0 129.0 177.0 3676.0 2022-08-12 12:25:03.405 1.2.2 59.0 109.0 33 True freezegun conda-forge/freezegun 4590.0 https://pypi.org/project/freezegun 6284703.0 6296389.0 https://anaconda.org/conda-forge/freezegun 2022-08-12 15:46:56.359 1005060.0 2.0 2022-08-12 12:25:03.405 4590.0 6.0
60 58 pyarmor dashingsoft/pyarmor security A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. https://github.com/dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000 2023-05-18 14:10:25.000 2023-05-18 14:06:24 3993.0 421.0 231.0 44.0 38.0 11.0 1096.0 2209.0 2023-05-09 14:15:37.773 8.2.0 306.0 29.0 33 False pyarmor 840.0 816.0 https://pypi.org/project/pyarmor 175750.0 175750.0 2.0 2022-12-11 06:32:00.693 24.0
61 59 pytest-mock pytest-dev/pytest-mock testing Thin-wrapper around the mock package for easier use with pytest. https://github.com/pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000 2023-05-16 11:07:04.000 2023-05-16 11:07:04 551.0 11.0 123.0 34.0 224.0 13.0 125.0 1589.0 2022-10-05 18:54:14.310 3.10.0 58.0 64.0 33 True pytest-mock conda-forge/pytest-mock ['pytest'] 67664.0 62624.0 https://pypi.org/project/pytest-mock 10429538.0 10454592.0 https://anaconda.org/conda-forge/pytest-mock 2022-10-06 14:14:09.423 2054472.0 2.0 2022-10-05 18:54:14.310 5040.0
62 60 nodeenv ekalinin/nodeenv virtual-envs Virtual environment for Node.js & integrator with virtualenv. https://github.com/ekalinin/nodeenv https://github.com/ekalinin/nodeenv 2011-03-29 15:28:56.000 2023-05-12 12:06:46.491 2023-05-12 08:01:49 682.0 10.0 176.0 35.0 155.0 45.0 134.0 1582.0 2023-05-12 08:13:47.000 1.8.0 46.0 91.0 33 False nodeenv conda-forge/nodeenv 46340.0 46340.0 https://pypi.org/project/nodeenv 10566106.0 10603336.0 https://anaconda.org/conda-forge/nodeenv 2023-05-12 12:06:46.491 2531677.0 2.0
63 61 pytest-asyncio pytest-dev/pytest-asyncio testing Asyncio support for pytest. https://github.com/pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000 2023-05-15 18:58:28.000 2023-05-09 15:46:22 418.0 34.0 120.0 37.0 307.0 28.0 210.0 1145.0 2023-03-19 10:29:04.493 0.21.0 36.0 41.0 33 True pytest-asyncio conda-forge/pytest-asyncio ['pytest'] 1156.0 https://pypi.org/project/pytest-asyncio 6534404.0 6556955.0 https://anaconda.org/conda-forge/pytest-asyncio 2023-03-19 13:23:50.028 1623314.0 2.0 2022-12-08 12:30:00.681 1156.0 90.0
64 62 pytest-html pytest-dev/pytest-html testing Plugin for generating HTML reports for pytest results. https://github.com/pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html 2015-04-14 19:22:42.000 2023-05-13 19:04:09.000 2023-05-13 19:04:08 464.0 51.0 203.0 23.0 319.0 120.0 212.0 589.0 2022-11-11 08:16:56.000 3.2.0 20.0 49.0 33 False pytest-html conda-forge/pytest-html ['pytest'] 33434.0 33434.0 https://pypi.org/project/pytest-html 3285733.0 3291496.0 https://anaconda.org/conda-forge/pytest-html 2022-10-25 19:38:16.703 414984.0 2.0
65 63 parso davidhalter/parso linters A Python Parser. https://github.com/davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000 2023-03-12 13:12:02.000 2023-02-14 00:43:52 1110.0 93.0 23.0 106.0 9.0 104.0 539.0 2021-11-30 21:05:47.000 0.8.3 26.0 46.0 33 True parso conda-forge/parso 308349.0 302344.0 https://pypi.org/project/parso 18105500.0 18318125.0 https://anaconda.org/conda-forge/parso 2021-12-01 05:04:36.494 13820663.0 2.0 2021-11-30 21:05:47.000 6005.0
66 64 pyenv pyenv/pyenv virtual-envs Simple Python version management. https://github.com/pyenv/pyenv https://github.com/pyenv/pyenv MIT 2012-08-31 06:57:52.000 2023-05-12 22:24:58.000 2023-05-12 22:24:57 3092.0 42.0 2736.0 382.0 948.0 30.0 1572.0 31885.0 2023-04-06 03:59:00.000 2.3.17 73.0 419.0 32 True pyenv https://pypi.org/project/pyenv 9747.0 9747.0 2.0
67 65 py-spy benfred/py-spy profiling Sampling profiler for Python programs. https://github.com/benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000 2023-05-15 19:53:06.000 2022-12-09 01:08:31 462.0 339.0 116.0 280.0 109.0 183.0 10256.0 2022-09-07 21:58:56.000 0.3.14 20.0 31.0 32 True py-spy conda-forge/py-spy 2613.0 2613.0 https://pypi.org/project/py-spy 3066215.0 3077515.3333333335 https://anaconda.org/conda-forge/py-spy 2022-09-09 07:18:41.721 438268.0 2.0 12135.0 py-spy https://crates.io/crates/py-spy 845.3333333333334 405851.0
68 66 playwright-python microsoft/playwright-python testing Python version of the Playwright testing and automation library. https://github.com/microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2023-05-18 00:53:57.000 2023-05-18 00:53:56 644.0 35.0 711.0 121.0 724.0 40.0 986.0 8645.0 2023-05-03 11:23:01.502 1.33.0 97.0 32.0 32 True playwright 186.0 https://pypi.org/project/playwright 1290786.0 1290786.0 2.0 2023-01-25 17:35:13.011 186.0
69 67 PDM pdm-project/pdm dependency-managers A modern Python package and dependency manager supporting the latest PEP standards. https://github.com/pdm-project/pdm https://github.com/pdm-project/pdm MIT 2019-12-27 03:50:57.000 2023-05-16 23:49:04.000 2023-05-16 23:48:12 2273.0 129.0 215.0 31.0 675.0 26.0 1037.0 4553.0 2023-05-10 03:28:51.000 2.6.1 100.0 112.0 32 True pdm conda-forge/pdm 132.0 132.0 https://pypi.org/project/pdm 201419.0 207731.0 https://anaconda.org/conda-forge/pdm 2023-05-10 06:08:26.595 126248.0 3.0 3.0
70 68 pytype google/pytype type-checkers A static type analyzer for Python code. https://github.com/google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000 2023-05-18 04:35:35.741 2023-05-12 22:12:56 5984.0 151.0 273.0 56.0 814.0 117.0 493.0 4215.0 2023-05-09 01:45:01.160 2023.5.8 172.0 93.0 32 True pytype conda-forge/pytype 132.0 https://pypi.org/project/pytype 247552.0 251948.0 https://anaconda.org/conda-forge/pytype 2023-05-18 04:35:35.741 158286.0 3.0 2023-01-31 21:44:41.768 132.0
71 69 pudb inducer/pudb debugging Full-screen console debugger for Python. https://github.com/inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2023-05-17 20:44:00.000 2023-05-13 19:46:01 1203.0 6.0 216.0 48.0 266.0 157.0 167.0 2664.0 2022-11-03 17:20:34.545 2022.1.3 76.0 92.0 32 True pudb conda-forge/pudb 5554.0 4798.0 https://pypi.org/project/pudb 203063.0 205673.0 https://anaconda.org/conda-forge/pudb 2022-11-04 08:31:30.859 214053.0 1.0 2022-11-03 17:20:34.545 756.0
72 70 ipdb gotcha/ipdb debugging Integration of IPython pdb. https://github.com/gotcha/ipdb https://github.com/gotcha/ipdb BSD-3-Clause 2011-01-15 17:51:47.000 2023-04-11 09:56:01.000 2023-04-11 09:56:01 379.0 8.0 146.0 28.0 83.0 60.0 127.0 1705.0 2023-03-09 15:41:00.602 0.13.13 46.0 57.0 32 True ipdb conda-forge/ipdb 53841.0 44900.0 https://pypi.org/project/ipdb 2182986.0 2187368.0 https://anaconda.org/conda-forge/ipdb 2023-03-23 21:56:15.404 359375.0 1.0 2022-12-13 15:37:01.965 8941.0
73 71 scons SCons/scons build-tools SCons - a software construction tool. https://github.com/SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579 2023-05-18 04:01:52.000 2023-05-18 01:57:46 8624.0 82.0 271.0 61.0 973.0 638.0 2719.0 1693.0 2023-03-21 16:25:11.000 4.5.2 18.0 148.0 32 True scons conda-forge/scons https://pypi.org/project/scons 971974.0 977895.0 https://anaconda.org/conda-forge/scons 2023-03-22 07:57:20.421 436341.0 2.0 1274.0
74 72 tabulate astanin/python-tabulate logging Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. https://github.com/astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376 2023-04-30 10:08:19.000 2023-04-30 10:08:19 610.0 1.0 129.0 22.0 87.0 50.0 129.0 1653.0 13.0 84.0 32 True tabulate conda-forge/tabulate 119247.0 119247.0 https://pypi.org/project/tabulate 45595001.0 45652837.0 https://anaconda.org/conda-forge/tabulate 2022-10-07 10:29:50.640 4858293.0 2.0
75 73 rope python-rope/rope refactoring a python refactoring library. https://github.com/python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000 2023-05-05 07:09:09.431 2023-05-05 05:10:46 3141.0 21.0 145.0 26.0 344.0 70.0 224.0 1605.0 23.0 77.0 32 True rope conda-forge/rope 63279.0 63279.0 https://pypi.org/project/rope 589687.0 605274.0 https://anaconda.org/conda-forge/rope 2023-05-05 07:09:09.431 1137864.0 1.0
76 74 radon rubik/radon code-metrics Various code metrics for Python code. https://github.com/rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000 2023-05-09 07:41:22.000 2023-03-26 13:44:46 538.0 11.0 101.0 31.0 81.0 20.0 145.0 1444.0 2023-03-26 06:25:00.948 6.0.1 56.0 56.0 32 True radon conda-forge/radon 4641.0 4007.0 https://pypi.org/project/radon 441618.0 442487.0 https://anaconda.org/conda-forge/radon 2021-09-07 09:02:03.415 58259.0 2.0 2021-08-08 13:25:20.000 634.0
77 75 nox theacodes/nox testing Flexible test automation for Python. https://github.com/wntrblm/nox https://github.com/wntrblm/nox Apache-2.0 2016-02-24 04:02:58.000 2023-05-14 15:25:13.000 2023-04-23 01:30:43 524.0 11.0 134.0 24.0 396.0 51.0 265.0 1059.0 2023-04-23 03:14:01.967 2023.4.22 25.0 86.0 32 True wntrblm/nox nox conda-forge/nox ['pytest'] 4368.0 4026.0 https://pypi.org/project/nox 1064050.0 1067199.0 https://anaconda.org/conda-forge/nox 2023-04-29 21:25:10.082 173203.0 2.0 2022-11-21 16:15:35.393 342.0
78 76 progressbar2 WoLpH/python-progressbar logging Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. https://github.com/wolph/python-progressbar https://github.com/wolph/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000 2023-05-18 08:05:18.000 2023-03-18 11:25:49 975.0 3.0 97.0 21.0 67.0 11.0 200.0 813.0 2022-10-26 13:47:55.000 4.2.0 44.0 42.0 32 True progressbar2 conda-forge/progressbar2 28343.0 28343.0 https://pypi.org/project/progressbar2 15463774.0 15475068.0 https://anaconda.org/conda-forge/progressbar2 2022-10-27 07:36:32.452 890140.0 2.0 1884.0
79 77 memray bloomberg/memray profiling Memray is a memory profiler for Python. https://github.com/bloomberg/memray https://github.com/bloomberg/memray Apache-2.0 2022-04-08 18:04:11.000 2023-05-16 22:24:37.000 2023-05-01 20:31:54 1005.0 73.0 311.0 56.0 233.0 21.0 90.0 10543.0 2023-02-21 20:02:22.000 1.7.0 11.0 32.0 31 True memray conda-forge/memray 146.0 146.0 https://pypi.org/project/memray 81394.0 84288.0 https://anaconda.org/conda-forge/memray 2023-02-22 05:53:10.527 37632.0 2.0
80 78 xonsh xonsh/xonsh shell Python-powered, cross-platform, Unix-gazing shell. https://github.com/xonsh/xonsh https://github.com/xonsh/xonsh BSD-1-Clause 2015-01-21 22:05:27.000 2023-05-18 08:36:06.000 2023-05-16 16:17:18 10427.0 27.0 593.0 102.0 2552.0 263.0 2176.0 7027.0 2022-12-08 14:51:59.948 0.13.4 121.0 313.0 31 False xonsh 98.0 https://pypi.org/project/xonsh 7134.0 7221.0 1.0 2022-12-08 14:51:59.948 98.0 8577.0
81 79 alive-progress rsalmei/alive-progress logging A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!. https://github.com/rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000 2023-05-09 03:43:14.112 2023-05-09 01:24:24 669.0 30.0 178.0 46.0 48.0 19.0 175.0 4406.0 2023-05-09 01:11:03.485 3.1.2 31.0 7.0 31 True alive-progress conda-forge/alive-progress 2038.0 1857.0 https://pypi.org/project/alive-progress 285555.0 286381.0 https://anaconda.org/conda-forge/alive-progress 2023-05-09 03:43:14.112 32249.0 2.0 2023-01-02 21:20:40.562 181.0
82 80 sphinx_rtd_theme readthedocs/sphinx_rtd_theme documentation Sphinx theme for readthedocs.org. https://github.com/readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000 2023-05-18 13:08:10.000 2023-05-18 13:08:10 1449.0 3.0 1554.0 165.0 672.0 166.0 602.0 4363.0 18.0 115.0 31 True sphinx_rtd_theme conda-forge/sphinx_rtd_theme ['sphinx'] 16.0 16.0 https://pypi.org/project/sphinx_rtd_theme 3302061.0 3343115.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2023-02-12 11:49:57.271 3325412.0 2.0
83 81 factory_boy FactoryBoy/factory_boy testing A test fixtures replacement for Python. https://github.com/FactoryBoy/factory_boy https://github.com/FactoryBoy/factory_boy MIT 2011-05-11 08:26:59.000 2023-05-03 11:15:44.000 2023-05-03 09:02:42 975.0 11.0 367.0 41.0 475.0 190.0 380.0 3105.0 2021-10-26 14:02:33.000 3.2.1 42.0 126.0 31 True factory_boy conda-forge/factory_boy 814.0 https://pypi.org/project/factory_boy 2731448.0 2732996.0 https://anaconda.org/conda-forge/factory_boy 2021-10-26 21:47:41.376 123885.0 2.0 2021-10-26 14:02:33.000 814.0 5.0
84 82 mkdocstrings mkdocstrings/mkdocstrings documentation Automatic documentation from sources, for MkDocs. https://github.com/mkdocstrings/mkdocstrings https://github.com/mkdocstrings/mkdocstrings ISC 2019-12-09 18:09:09.000 2023-05-12 14:47:54.000 2023-05-11 20:12:32 569.0 21.0 91.0 11.0 157.0 44.0 293.0 1220.0 2023-01-19 23:00:14.000 0.20.0 15.0 36.0 31 True mkdocstrings conda-forge/mkdocstrings ['mkdocs'] 7755.0 7755.0 https://pypi.org/project/mkdocstrings 354252.0 356275.0 https://anaconda.org/conda-forge/mkdocstrings 2023-04-07 10:32:53.843 62734.0 2.0
85 83 pytest-bdd pytest-dev/pytest-bdd testing BDD library for the py.test runner. https://github.com/pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000 2023-05-09 05:14:52.000 2023-04-04 06:58:55 1023.0 7.0 185.0 55.0 318.0 104.0 190.0 1159.0 2022-11-09 16:51:21.000 6.1.1 4.0 54.0 31 True pytest-bdd conda-forge/pytest-bdd ['pytest'] 2812.0 2812.0 https://pypi.org/project/pytest-bdd 707827.0 708931.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 53003.0 2.0
86 84 pytest-sugar Teemu/pytest-sugar testing a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail.. https://github.com/Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000 2023-05-03 14:12:17.000 2023-04-10 11:51:09 424.0 14.0 70.0 17.0 159.0 23.0 90.0 1072.0 2023-04-10 11:18:29.000 0.9.7 29.0 48.0 31 True pytest-sugar conda-forge/pytest-sugar ['pytest'] 24893.0 22155.0 https://pypi.org/project/pytest-sugar 866108.0 868806.0 https://anaconda.org/conda-forge/pytest-sugar 2023-04-10 13:13:03.642 185842.0 2.0 2022-11-05 08:06:05.737 2738.0 5.0
87 85 pydocstyle PyCQA/pydocstyle linters docstring style checker. https://github.com/PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2023-02-10 09:37:04.000 2023-01-17 20:27:44 742.0 188.0 20.0 313.0 111.0 222.0 1047.0 2023-01-17 20:31:11.783 6.3.0 22.0 89.0 31 True pydocstyle conda-forge/pydocstyle 57819.0 55033.0 https://pypi.org/project/pydocstyle 3095661.0 3112424.0 https://anaconda.org/conda-forge/pydocstyle 2023-01-17 23:20:42.339 1374602.0 2.0 2023-01-17 20:31:11.783 2786.0 60.0
88 86 prettytable jazzband/prettytable logging Display tabular data in a visually appealing ASCII table format. https://github.com/jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000 2023-05-14 09:46:26.000 2023-05-14 09:46:26 515.0 9.0 122.0 22.0 133.0 31.0 81.0 1026.0 2023-04-10 09:07:08.837 3.7.0 29.0 54.0 31 False prettytable conda-forge/prettytable 44588.0 43594.0 https://pypi.org/project/prettytable 8022190.0 8035371.0 https://anaconda.org/conda-forge/prettytable 2023-04-11 08:30:15.746 1094067.0 2.0 2023-01-09 20:56:32.595 994.0
89 87 flake8-bugbear PyCQA/flake8-bugbear linters A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in.. https://github.com/PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000 2023-05-11 21:59:40.652 2023-05-09 23:53:56 310.0 17.0 91.0 8.0 193.0 47.0 143.0 938.0 2023-05-10 00:00:02.878 23.5.9 58.0 73.0 31 True flake8-bugbear conda-forge/flake8-bugbear ['flake8'] 32529.0 32096.0 https://pypi.org/project/flake8-bugbear 1874618.0 1890134.0 https://anaconda.org/conda-forge/flake8-bugbear 2023-05-11 21:59:40.652 698231.0 2.0 2023-01-20 21:20:01.679 433.0
90 88 asv airspeed-velocity/asv testing Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. https://github.com/airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000 2023-05-14 20:18:48.000 2023-05-02 10:17:02 2155.0 132.0 157.0 21.0 762.0 135.0 393.0 772.0 2022-02-06 14:17:08.000 0.5.1 13.0 73.0 31 True asv conda-forge/asv 929.0 929.0 https://pypi.org/project/asv 20960.0 30295.0 https://anaconda.org/conda-forge/asv 2022-11-04 11:34:14.554 709485.0 2.0
91 89 alabaster bitprophet/alabaster documentation Lightweight, configurable Sphinx theme. https://github.com/sphinx-doc/alabaster https://github.com/sphinx-doc/alabaster 2013-12-07 00:03:15.000 2023-04-30 12:05:23.000 2023-04-21 00:12:44 383.0 10.0 171.0 30.0 88.0 63.0 56.0 693.0 6.0 29.0 31 False sphinx-doc/alabaster alabaster conda-forge/alabaster ['sphinx'] 97345.0 97345.0 https://pypi.org/project/alabaster 6304210.0 6377310.0 https://anaconda.org/conda-forge/alabaster 2023-01-13 21:36:23.432 5994243.0 2.0
92 90 sphinx-autodoc-typehints tox-dev/sphinx-autodoc-typehints documentation Type hints support for the Sphinx autodoc extension. https://github.com/tox-dev/sphinx-autodoc-typehints https://github.com/tox-dev/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000 2023-05-15 17:36:58.000 2023-05-03 22:39:02 305.0 13.0 93.0 11.0 189.0 27.0 139.0 484.0 2023-04-13 18:32:10.000 1.23.0 35.0 52.0 31 True sphinx-autodoc-typehints conda-forge/sphinx-autodoc-typehints ['sphinx'] 36319.0 36319.0 https://pypi.org/project/sphinx-autodoc-typehints 1295948.0 1303467.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2023-01-25 17:54:59.740 496295.0 2.0
93 91 Scalene plasma-umass/scalene profiling Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization.. https://github.com/plasma-umass/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000 2023-05-10 00:07:23.000 2023-04-25 15:44:10 2953.0 30.0 241.0 70.0 217.0 138.0 220.0 7672.0 2023-04-20 20:02:50.000 1.5.21.2 37.0 39.0 30 True scalene 446.0 446.0 https://pypi.org/project/scalene 14619.0 14619.0 2.0
94 92 pyinstrument joerick/pyinstrument profiling Call stack profiler for Python. Shows you why your code is slow!. https://github.com/joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000 2023-05-17 03:06:31.000 2023-05-16 08:10:49 847.0 36.0 202.0 55.0 127.0 17.0 98.0 5312.0 26.0 50.0 30 True pyinstrument conda-forge/pyinstrument 1472.0 1472.0 https://pypi.org/project/pyinstrument 452618.0 455090.0 https://anaconda.org/conda-forge/pyinstrument 2022-11-05 17:20:23.957 197776.0 2.0
95 93 pex pantsbuild/pex packaging A tool for generating .pex (Python EXecutable) files, lock files and venvs. https://github.com/pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2023-05-13 17:14:32.000 2023-05-13 17:12:47 1333.0 44.0 234.0 55.0 1108.0 148.0 882.0 2319.0 2023-05-13 17:15:35.000 2.1.137 100.0 113.0 30 True pex https://pypi.org/project/pex 748907.0 869050.0 2.0 3003594.0
96 94 flit pypa/flit build-tools Simplified packaging of Python modules. https://github.com/pypa/flit https://github.com/pypa/flit BSD-3-Clause 2015-03-13 21:22:27.000 2023-05-16 14:17:25.000 2023-05-14 14:47:29 1157.0 15.0 113.0 33.0 264.0 108.0 269.0 1951.0 22.0 66.0 30 True flit conda-forge/flit 1406.0 1406.0 https://pypi.org/project/flit 144591.0 146682.0 https://anaconda.org/conda-forge/flit 2023-05-14 17:16:09.544 156880.0 3.0
97 95 pyelftools eliben/pyelftools debugging Parsing ELF and DWARF in Python. https://github.com/eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000 2023-04-21 13:18:12.000 2023-04-21 13:17:49 643.0 5.0 465.0 70.0 257.0 66.0 148.0 1662.0 10.0 91.0 30 True pyelftools conda-forge/pyelftools 5763.0 5215.0 https://pypi.org/project/pyelftools 1975318.0 1976810.0 https://anaconda.org/conda-forge/pyelftools 2022-10-29 13:21:01.531 128357.0 2.0 2022-08-10 21:45:29.337 548.0
98 96 doit pydoit/doit build-tools task management & automation tool. https://github.com/pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000 2023-05-10 13:59:56.000 2023-01-16 03:40:03 1483.0 162.0 53.0 162.0 78.0 215.0 1596.0 10.0 65.0 30 True doit conda-forge/doit 1504.0 1504.0 https://pypi.org/project/doit 398104.0 401107.0 https://anaconda.org/conda-forge/doit 2022-04-22 16:36:58.774 195245.0 3.0
99 97 nose nose-devs/nose testing nose is nicer testing for python. https://github.com/nose-devs/nose https://github.com/nose-devs/nose 2011-12-13 19:36:32.000 2022-07-03 21:17:25.000 2016-03-04 01:16:26 1004.0 373.0 49.0 261.0 399.0 465.0 1359.0 1.0 95.0 30 False nose conda-forge/nose 141721.0 141721.0 https://pypi.org/project/nose 5046955.0 5079515.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 2735082.0 3.0
100 98 setuptools_scm pypa/setuptools_scm build-tools the blessed package to manage your versions by scm tags. https://github.com/pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2023-05-17 14:41:30.000 2023-05-09 11:17:04 1485.0 67.0 180.0 23.0 376.0 97.0 375.0 716.0 2022-12-17 15:59:27.000 7.1.0 50.0 115.0 30 True setuptools_scm conda-forge/setuptools_scm https://pypi.org/project/setuptools_scm 16651731.0 16670874.0 https://anaconda.org/conda-forge/setuptools_scm 2022-12-17 18:47:30.347 1646302.0 3.0
101 99 mccabe PyCQA/mccabe code-metrics McCabe complexity checker for Python. https://github.com/PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000 2023-03-23 01:07:33.000 2023-03-23 01:07:33 145.0 2.0 52.0 16.0 57.0 13.0 39.0 567.0 2022-01-24 01:14:49.000 0.7.0 13.0 22.0 30 True mccabe conda-forge/mccabe 382504.0 366572.0 https://pypi.org/project/mccabe 27782796.0 27863577.0 https://anaconda.org/conda-forge/mccabe 2022-01-24 18:42:20.668 6704886.0 2.0 2022-01-24 01:14:49.000 15932.0
102 100 sqlmap sqlmapproject/sqlmap security Automatic SQL injection and database takeover tool. https://github.com/sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap 2012-06-26 09:52:15.000 2023-05-16 08:59:09.000 2023-05-16 08:59:06 10071.0 39.0 5263.0 1096.0 350.0 63.0 4885.0 27018.0 2023-01-02 22:32:55.000 1.7 8.0 127.0 29 False sqlmap https://pypi.org/project/sqlmap 8697.0 8697.0 2.0
103 101 gdbgui cs01/gdbgui debugging Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in.. https://github.com/cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000 2023-05-12 22:09:01.000 2022-06-22 04:41:01 431.0 470.0 165.0 153.0 138.0 169.0 9231.0 2022-06-22 04:50:45.000 0.15.1.0 9.0 40.0 29 True gdbgui 285.0 285.0 https://pypi.org/project/gdbgui 64192.0 64593.0 2.0 13665.0
104 102 memory-profiler pythonprofilers/memory_profiler profiling Monitor Memory usage of Python code. https://github.com/pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000 2023-04-10 14:01:09.000 2022-12-06 17:25:01 713.0 367.0 77.0 160.0 125.0 113.0 3873.0 2022-11-15 17:59:01.069 0.61.0 59.0 101.0 29 True memory_profiler conda-forge/memory_profiler 219.0 https://pypi.org/project/memory_profiler 702386.0 706288.0 https://anaconda.org/conda-forge/memory_profiler 2022-11-16 08:09:24.242 327834.0 2.0 2022-11-15 17:59:01.069 219.0
105 103 pdoc mitmproxy/pdoc documentation API Documentation for Python Projects. https://github.com/mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000 2023-05-15 01:17:30.000 2023-05-01 11:28:11 909.0 34.0 166.0 27.0 223.0 16.0 304.0 1534.0 44.0 29 True pdoc 1788.0 1788.0 https://pypi.org/project/pdoc 102067.0 102067.0 2.0
106 104 logbook getlogbook/logbook logging A cool logging replacement for Python. https://github.com/getlogbook/logbook https://github.com/getlogbook/logbook 2010-07-22 10:13:12.000 2022-10-28 10:53:26.838 2019-10-16 17:48:40 1195.0 152.0 35.0 151.0 49.0 126.0 1436.0 2016-07-28 10:37:00.000 1.0.0 2.0 76.0 29 False logbook conda-forge/logbook 4440.0 4440.0 https://pypi.org/project/logbook 2787048.0 2789637.0 https://anaconda.org/conda-forge/logbook 2022-10-28 10:53:26.838 129335.0 3.0 296.0
107 105 colorlog borntyping/python-colorlog logging A colored formatter for the python logging module. https://github.com/borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000 2023-02-08 04:25:59.000 2022-08-29 14:53:21 230.0 81.0 12.0 46.0 1.0 73.0 801.0 2021-11-08 16:58:17.000 6.6.0 20.0 30.0 29 True colorlog conda-forge/colorlog 24957.0 24957.0 https://pypi.org/project/colorlog 6582815.0 6600031.0 https://anaconda.org/conda-forge/colorlog 2022-10-26 21:11:56.658 1463424.0 3.0
108 106 breathe michaeljones/breathe documentation ReStructuredText and Sphinx bridge to Doxygen. https://github.com/breathe-doc/breathe https://github.com/breathe-doc/breathe 2009-02-03 18:52:25.000 2023-05-17 21:27:39.000 2023-02-28 20:05:14 1758.0 2.0 178.0 21.0 352.0 159.0 392.0 675.0 2023-03-31 19:07:42.000 4.35.0 42.0 107.0 29 False breathe-doc/breathe breathe conda-forge/breathe 9682.0 9682.0 https://pypi.org/project/breathe 362412.0 368371.0 https://anaconda.org/conda-forge/breathe 2023-03-01 13:19:31.767 469186.0 2.0 505.0
109 107 buildout buildout/buildout build-tools Buildout is a deployment automation tool written in and extended with Python. https://github.com/buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000 2023-03-15 15:29:58.000 2022-11-08 15:07:52 1711.0 172.0 55.0 274.0 134.0 229.0 560.0 2022-11-08 15:13:17.367 3.0.1 123.0 92.0 29 False zc.buildout conda-forge/zc.buildout 1064.0 https://pypi.org/project/zc.buildout 75961.0 77204.0 https://anaconda.org/conda-forge/zc.buildout 2022-03-31 09:12:41.632 24872.0 3.0 2022-11-08 15:13:17.367 1064.0 7.0
110 108 pylint-django PyCQA/pylint-django linters Pylint plugin for improving code analysis for when using Django. https://github.com/PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000 2023-05-15 04:10:34.000 2023-05-15 04:10:28 628.0 5.0 116.0 17.0 182.0 50.0 164.0 554.0 2022-03-26 22:16:11.000 2.5.3 23.0 68.0 29 True pylint-django conda-forge/pylint-django ['pylint'] 25875.0 25875.0 https://pypi.org/project/pylint-django 1035686.0 1037482.0 https://anaconda.org/conda-forge/pylint-django 2022-04-07 12:02:14.331 145104.0 2.0 232.0
111 109 coveralls-python TheKevJames/coveralls-python testing Show coverage stats online via coveralls.io. https://github.com/TheKevJames/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000 2023-05-09 03:45:03.000 2023-05-03 14:19:26 474.0 1.0 184.0 8.0 225.0 14.0 146.0 519.0 2021-11-11 20:59:17.000 3.3.1 28.0 64.0 29 True coveralls conda-forge/coveralls ['pytest'] 31287.0 31287.0 https://pypi.org/project/coveralls 490750.0 502808.0 https://anaconda.org/conda-forge/coveralls 2022-08-03 01:11:21.846 916445.0 3.0
112 110 gast serge-sans-paille/gast ast Python AST that abstracts the underlying Python version. https://github.com/serge-sans-paille/gast https://github.com/serge-sans-paille/gast BSD-3-Clause 2016-07-18 10:39:07.000 2023-04-29 19:36:34.000 2023-04-29 19:35:43 97.0 3.0 27.0 12.0 44.0 1.0 29.0 127.0 2023-04-29 19:44:01.995 0.5.4 21.0 10.0 29 True gast conda-forge/gast 119915.0 117978.0 https://pypi.org/project/gast 13406963.0 13443475.0 https://anaconda.org/conda-forge/gast 2021-11-15 08:20:52.503 2190773.0 1.0 2021-11-13 21:39:31.000 1937.0
113 111 mamba mamba-org/mamba dependency-managers The Fast Cross-Platform Package Manager. https://github.com/mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000 2023-05-17 15:47:49.000 2023-05-17 15:11:23 2451.0 103.0 269.0 48.0 1214.0 473.0 844.0 4666.0 2023-05-16 21:07:08.000 2023.05.16 105.0 123.0 28 True conda-forge/mamba 148303.0 https://anaconda.org/conda-forge/mamba 2023-04-06 15:21:25.785 7415198.0 3.0
114 112 coala coala/coala linters coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming.. https://github.com/coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000 2022-07-03 04:03:12.000 2021-06-11 17:11:55 4487.0 1356.0 106.0 3152.0 835.0 2373.0 3469.0 2017-05-30 10:07:57.000 0.11.1 730.0 483.0 28 False coala-bears 121.0 12.0 https://pypi.org/project/coala-bears 2936.0 2937.0 2.0 2017-11-10 21:04:50.000 109.0 166.0
115 113 detect-secrets Yelp/detect-secrets security An enterprise friendly way of detecting and preventing secrets in code. https://github.com/Yelp/detect-secrets https://github.com/Yelp/detect-secrets Apache-2.0 2017-12-05 00:38:38.000 2023-05-16 11:11:18.000 2023-04-11 16:04:33 1217.0 6.0 360.0 48.0 407.0 121.0 198.0 3049.0 2022-10-05 17:13:10.000 1.4.0 37.0 71.0 28 True detect-secrets 35.0 https://pypi.org/project/detect-secrets 413841.0 413841.0 3.0 2022-10-04 19:58:36.939 35.0
116 114 vulture jendrikseipp/vulture refactoring Find dead Python code. https://github.com/jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647 2023-05-07 04:19:19.000 2023-02-27 07:59:09 717.0 2.0 119.0 22.0 136.0 15.0 162.0 2519.0 2023-01-08 21:24:44.000 2.7 12.0 35.0 28 True vulture conda-forge/vulture 3752.0 3752.0 https://pypi.org/project/vulture 370981.0 371835.0 https://anaconda.org/conda-forge/vulture 2023-01-09 08:50:44.861 69175.0 2.0
117 115 notifiers liiight/notifiers logging The easy way to send notifications. https://github.com/liiight/notifiers https://github.com/liiight/notifiers MIT 2017-06-01 10:20:18.000 2023-05-17 13:51:51.000 2022-07-14 07:40:12 517.0 97.0 32.0 361.0 41.0 66.0 2443.0 2022-02-10 14:51:38.000 1.3.3 31.0 19.0 28 True notifiers conda-forge/notifiers 966.0 941.0 https://pypi.org/project/notifiers 591528.0 592631.0 https://anaconda.org/conda-forge/notifiers 2022-09-07 07:53:17.789 31990.0 3.0 2022-02-10 14:51:38.000 25.0
118 116 briefcase beeware/briefcase packaging Tools to support converting a Python project into a standalone native application. https://github.com/beeware/briefcase https://github.com/beeware/briefcase BSD-3-Clause 2015-07-28 15:20:03.000 2023-05-18 02:24:15.000 2023-05-18 02:24:15 3011.0 486.0 265.0 42.0 618.0 106.0 492.0 1726.0 2023-04-12 04:02:57.000 0.3.14 24.0 121.0 28 True briefcase https://pypi.org/project/briefcase 5474.0 5476.0 2.0 112.0
119 117 Diamond python-diamond/Diamond profiling Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of.. https://github.com/python-diamond/Diamond https://github.com/python-diamond/Diamond MIT 2013-10-11 23:32:13.000 2023-02-22 17:27:24.000 2023-01-29 19:46:36 3335.0 600.0 90.0 533.0 135.0 170.0 1704.0 2016-11-25 22:13:29.000 4.0.515 36.0 385.0 28 True diamond 174.0 140.0 https://pypi.org/project/diamond 17685.0 17685.0 3.0 2016-11-25 22:13:29.000 34.0
120 118 astor berkerpeksag/astor ast Python AST read/write. https://github.com/berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2022-12-31 03:02:53.000 2022-12-31 03:02:53 264.0 94.0 25.0 109.0 38.0 77.0 720.0 2019-12-10 01:50:33.000 0.8.1 14.0 33.0 28 True astor conda-forge/astor 2166.0 https://pypi.org/project/astor 6636875.0 6664228.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1996770.0 2.0 2019-12-10 01:50:33.000 2166.0
121 119 python-coloredlogs xolox/python-coloredlogs logging Colored terminal output for Pythons logging module. https://github.com/xolox/python-coloredlogs https://github.com/xolox/python-coloredlogs MIT 2013-05-30 18:57:12.000 2023-04-25 13:29:34.000 2021-06-11 10:22:09 273.0 41.0 9.0 36.0 30.0 51.0 504.0 7.0 15.0 28 False coloredlogs anaconda/coloredlogs 21627.0 21627.0 https://pypi.org/project/coloredlogs 5904490.0 5904631.0 https://anaconda.org/anaconda/coloredlogs 2023-03-17 13:09:02.979 9589.0 3.0
122 120 darglint terrencepreilly/darglint linters A python documentation linter which checks that the docstring description matches the definition. https://github.com/terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000 2022-12-08 14:26:52.000 2021-10-18 03:34:23 504.0 41.0 6.0 61.0 71.0 95.0 475.0 2021-10-18 03:40:35.000 1.8.1 49.0 22.0 28 False darglint conda-forge/darglint 18575.0 18454.0 https://pypi.org/project/darglint 492468.0 493894.0 https://anaconda.org/conda-forge/darglint 2021-11-05 17:11:34.449 62759.0 2.0 2021-10-18 03:40:35.000 121.0
123 121 docformatter myint/docformatter formatters Formats docstrings to follow PEP 257. https://github.com/PyCQA/docformatter https://github.com/PyCQA/docformatter MIT 2012-05-26 21:40:48.000 2023-05-18 10:42:54.000 2023-05-18 10:42:45 556.0 35.0 51.0 12.0 101.0 12.0 97.0 406.0 2023-05-17 01:09:14.000 1.7.0 57.0 26.0 28 True PyCQA/docformatter docformatter conda-forge/docformatter 2977.0 2835.0 https://pypi.org/project/docformatter 350501.0 352480.0 https://anaconda.org/conda-forge/docformatter 2023-05-15 03:20:33.851 63358.0 3.0 2022-12-16 19:22:01.584 142.0
124 122 wasabi ines/wasabi logging A lightweight console printing and formatting toolkit. https://github.com/explosion/wasabi https://github.com/explosion/wasabi MIT 2018-11-17 14:40:55.000 2023-04-20 14:31:29.000 2023-04-20 14:31:29 255.0 2.0 26.0 15.0 31.0 4.0 5.0 380.0 2023-01-16 06:55:01.507 1.1.1 40.0 12.0 28 True explosion/wasabi wasabi conda-forge/wasabi 28756.0 28448.0 https://pypi.org/project/wasabi 4219536.0 4240530.0 https://anaconda.org/conda-forge/wasabi 2023-01-23 10:44:50.730 1070696.0 3.0 2023-01-16 06:55:01.507 308.0
125 123 nitpick andreoliwa/nitpick linters Enforce the same settings on multiple projects. https://github.com/andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2023-05-18 11:40:35.000 2023-05-18 10:31:49 780.0 76.0 21.0 4.0 463.0 45.0 78.0 345.0 2023-03-29 18:53:41.000 0.33.1 50.0 15.0 28 True nitpick ['flake8'] 1233.0 1233.0 https://pypi.org/project/nitpick 88428.0 88428.0 2.0 4.0
126 124 executing alexmojaki/executing ast Get information about what a Python frame is currently doing, particularly the AST node being executed. https://github.com/alexmojaki/executing https://github.com/alexmojaki/executing MIT 2019-05-25 08:22:26.000 2023-05-15 16:30:35.000 2022-12-27 17:54:48 436.0 27.0 11.0 38.0 14.0 18.0 238.0 2020-12-27 11:10:13.000 0.5.4 18.0 9.0 28 True executing conda-forge/executing 73653.0 73653.0 https://pypi.org/project/executing 10229555.0 10401013.0 https://anaconda.org/conda-forge/executing 2022-11-01 15:44:50.965 7029779.0 2.0
127 125 typed_ast python/typed_ast ast Modified fork of CPythons ast module that parses `# type:` comments. https://github.com/python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000 2022-10-29 20:43:34.047 2022-10-08 21:16:38 202.0 55.0 20.0 106.0 1.0 86.0 217.0 2022-05-21 21:30:52.000 1.5.4 34.0 26.0 28 True typed_ast conda-forge/typed-ast 5526.0 https://pypi.org/project/typed_ast 8460933.0 8550279.0 https://anaconda.org/conda-forge/typed-ast 2022-10-29 20:43:34.047 5986211.0 2.0 2022-05-21 21:30:52.000 5526.0
128 126 astunparse simonpercivall/astunparse ast An AST unparser for Python. https://github.com/simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000 2023-04-20 07:24:40.000 2019-12-22 18:11:19 86.0 46.0 8.0 33.0 24.0 21.0 195.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 28 False astunparse conda-forge/astunparse 74559.0 74142.0 https://pypi.org/project/astunparse 7875541.0 7897304.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 1545215.0 2.0 2019-12-22 18:12:11.000 417.0
129 127 PyOxidizer indygreg/PyOxidizer packaging A modern Python application packaging and distribution tool. https://github.com/indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000 2023-04-24 08:06:16.000 2023-01-21 22:38:30 6697.0 198.0 60.0 123.0 295.0 230.0 4738.0 2022-12-30 01:38:05.000 pyoxidizer/0.24.0 22.0 53.0 27 True pyoxidizer 148.0 148.0 https://pypi.org/project/pyoxidizer 5657.0 5864.0 2.0 8298.0
130 128 pytest-testinfra pytest-dev/pytest-testinfra testing Testinfra test your infrastructures. https://github.com/pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000 2023-05-09 13:29:05.000 2023-01-11 17:43:24 719.0 321.0 82.0 377.0 128.0 207.0 2207.0 2022-12-06 07:57:49.000 7.0.1 11.0 123.0 27 True pytest-testinfra conda-forge/pytest-testinfra ['pytest'] 9.0 https://pypi.org/project/pytest-testinfra 250825.0 251195.0 https://anaconda.org/conda-forge/pytest-testinfra 2022-12-13 07:21:44.910 10364.0 3.0 2022-12-01 20:31:08.422 9.0
131 129 beartype beartype/beartype linters Unbearably fast near-real-time runtime type-checking in pure Python. https://github.com/beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000 2023-05-18 08:10:31.000 2023-05-18 07:33:19 931.0 81.0 34.0 12.0 39.0 45.0 139.0 1811.0 2023-05-02 04:58:01.698 0.14.0 26.0 16.0 27 True beartype conda-forge/beartype 107.0 https://pypi.org/project/beartype 228129.0 229448.0 https://anaconda.org/conda-forge/beartype 2023-05-02 07:37:54.210 46177.0 2.0 2023-01-17 08:38:01.474 107.0
132 130 safety pyupio/safety security Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for.. https://github.com/pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000 2023-04-05 10:48:47.000 2023-02-26 17:29:13 584.0 7.0 123.0 30.0 303.0 50.0 115.0 1495.0 2022-12-08 19:08:48.000 2.3.5 18.0 41.0 27 True safety conda-forge/safety 16.0 16.0 https://pypi.org/project/safety 1002561.0 1012483.0 https://anaconda.org/conda-forge/safety 2022-12-09 10:33:04.329 63306.0 3.0 326966.0
133 131 pytest-xdist pytest-dev/pytest-xdist testing pytest plugin for distributed testing and loop-on-failures testing modes. https://github.com/pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000 2023-05-18 12:54:23.000 2023-05-16 09:20:14 1091.0 24.0 184.0 48.0 362.0 211.0 318.0 1152.0 47.0 90.0 27 True pytest-xdist conda-forge/pytest-xdist ['pytest'] https://pypi.org/project/pytest-xdist 8442618.0 8499786.0 https://anaconda.org/conda-forge/pytest-xdist 2023-05-13 01:02:04.370 4687846.0 3.0
134 132 Yappi sumerc/yappi profiling Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware. https://github.com/sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000 2023-01-17 07:07:26.000 2022-11-25 12:58:03 700.0 62.0 13.0 64.0 19.0 50.0 1131.0 2022-10-31 08:14:02.000 1.4.0 12.0 28.0 27 True yappi conda-forge/yappi 935.0 935.0 https://pypi.org/project/yappi 1306231.0 1308334.0 https://anaconda.org/conda-forge/yappi 2022-11-02 18:35:11.317 149361.0 3.0
135 133 pytest-benchmark ionelmc/pytest-benchmark testing py.test fixture for benchmarking code. https://github.com/ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000 2023-04-27 00:15:19.000 2023-04-27 00:15:19 1004.0 3.0 99.0 18.0 67.0 86.0 86.0 1082.0 5.0 39.0 27 True pytest-benchmark conda-forge/pytest-benchmark ['pytest'] 6799.0 6799.0 https://pypi.org/project/pytest-benchmark 971142.0 991362.0 https://anaconda.org/conda-forge/pytest-benchmark 2022-10-26 11:10:23.029 1738994.0 3.0
136 134 pylama klen/pylama linters Code audit tool for python. https://github.com/klen/pylama https://github.com/klen/pylama MIT 2012-08-17 10:10:10.000 2023-05-16 14:03:19.000 2022-08-08 11:25:05 700.0 99.0 20.0 97.0 48.0 95.0 991.0 2022-08-08 11:29:01.059 8.4.1 116.0 48.0 27 True pylama 6480.0 5829.0 https://pypi.org/project/pylama 183105.0 183105.0 2.0 2022-08-08 11:29:01.059 651.0
137 135 green CleanCut/green testing Green is a clean, colorful, fast python test runner. https://github.com/CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000 2023-05-10 18:42:14.000 2023-05-08 16:46:37 1087.0 14.0 78.0 25.0 77.0 5.0 173.0 764.0 2022-09-21 00:00:55.818 3.4.3 145.0 39.0 27 True green conda-forge/green 228.0 https://pypi.org/project/green 12798.0 14582.0 https://anaconda.org/conda-forge/green 2022-10-30 14:19:59.665 121337.0 3.0 2022-09-21 00:00:55.818 228.0
138 136 PyHamcrest hamcrest/PyHamcrest testing Hamcrest matchers for Python. https://github.com/hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest 2010-12-24 02:55:56.000 2023-05-04 09:41:23.000 2023-04-24 23:57:41 627.0 8.0 101.0 24.0 152.0 20.0 59.0 702.0 2021-12-12 20:12:19.000 V2.0.3 9.0 42.0 27 False pyhamcrest conda-forge/pyhamcrest 33681.0 33681.0 https://pypi.org/project/pyhamcrest 1383083.0 1388660.0 https://anaconda.org/conda-forge/pyhamcrest 2022-09-21 07:33:07.620 468546.0 3.0
139 137 pytest-testmon tarpas/pytest-testmon testing Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-.. https://github.com/tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000 2023-05-18 07:01:12.000 2023-05-18 07:00:41 354.0 23.0 46.0 16.0 75.0 28.0 118.0 664.0 2023-05-18 07:04:56.000 2.0.8 80.0 23.0 27 True pytest-testmon conda-forge/pytest-testmon ['pytest'] 1110.0 1104.0 https://pypi.org/project/pytest-testmon 126727.0 127343.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 38853.0 3.0 2023-01-25 17:34:50.003 6.0
140 138 pep8-naming PyCQA/pep8-naming linters Naming Convention checker for Python. https://github.com/PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming 2013-02-09 18:32:52.000 2023-05-06 20:04:57.000 2023-05-06 20:04:56 258.0 2.0 131.0 15.0 123.0 16.0 78.0 449.0 2022-12-19 20:46:12.000 0.13.3 18.0 35.0 27 False pep8-naming conda-forge/pep8-naming 47444.0 47444.0 https://pypi.org/project/pep8-naming 1772826.0 1776306.0 https://anaconda.org/conda-forge/pep8-naming 2022-12-20 00:48:27.815 302772.0 2.0
141 139 ddt datadriventests/ddt testing Data-Driven Tests for Python Unittest. https://github.com/datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2022-11-16 17:18:02.000 2022-08-10 16:41:28 230.0 109.0 21.0 61.0 8.0 41.0 426.0 2022-08-10 16:45:07.000 1.6.0 22.0 37.0 27 True ddt conda-forge/ddt 5060.0 5060.0 https://pypi.org/project/ddt 357677.0 358803.0 https://anaconda.org/conda-forge/ddt 2022-09-22 12:35:17.572 83339.0 3.0
142 140 numpydoc numpy/numpydoc documentation Numpys Sphinx extensions. https://github.com/numpy/numpydoc https://github.com/numpy/numpydoc 2013-07-24 16:23:39.000 2023-03-15 17:25:55.000 2023-03-14 19:01:25 547.0 3.0 137.0 34.0 265.0 65.0 127.0 243.0 2022-10-08 14:08:14.000 1.5.0 14.0 76.0 27 False numpydoc conda-forge/numpydoc ['sphinx'] 38378.0 38378.0 https://pypi.org/project/numpydoc 370145.0 394245.0 https://anaconda.org/conda-forge/numpydoc 2022-10-09 00:00:11.878 1831630.0 2.0
143 141 pytest-mypy dbader/pytest-mypy testing Mypy static type checker plugin for Pytest. https://github.com/realpython/pytest-mypy https://github.com/realpython/pytest-mypy MIT 2016-09-29 14:39:23.000 2023-05-09 08:32:48.000 2023-05-08 06:33:29 274.0 15.0 33.0 8.0 97.0 10.0 52.0 225.0 2022-12-18 18:46:32.000 0.10.3 13.0 16.0 27 True realpython/pytest-mypy pytest-mypy conda-forge/pytest-mypy ['pytest'] 3505.0 3505.0 https://pypi.org/project/pytest-mypy 247047.0 248705.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 64679.0 3.0
144 142 Bpytop aristocratos/bpytop profiling Linux/OSX/FreeBSD resource monitor. https://github.com/aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000 2022-03-06 14:22:47.000 2022-03-06 14:20:17 408.0 368.0 152.0 69.0 72.0 227.0 9360.0 8.0 35.0 26 False bpytop conda-forge/bpytop 115.0 115.0 https://pypi.org/project/bpytop 5833.0 6270.0 https://anaconda.org/conda-forge/bpytop 2021-12-22 23:07:43.371 11806.0 3.0
145 143 memory_profiler fabianp/memory_profiler profiling Monitor Memory usage of Python code. https://github.com/fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632 2022-11-16 08:09:24.242 2018-06-28 13:35:12 500.0 367.0 5.0 1.0 3802.0 2022-11-15 17:59:01.069 0.61.0 59.0 62.0 26 False memory_profiler conda-forge/memory_profiler 219.0 https://pypi.org/project/memory_profiler 702386.0 706288.0 https://anaconda.org/conda-forge/memory_profiler 2022-11-16 08:09:24.242 327835.0 3.0 2022-11-15 17:59:01.069 219.0 11.0
146 144 pdbpp pdbpp/pdbpp debugging pdb++, a drop-in replacement for pdb (the Python debugger). https://github.com/pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000 2023-02-08 01:23:10.000 2022-07-14 18:31:38 706.0 59.0 19.0 316.0 91.0 125.0 1090.0 2021-07-09 22:22:20.000 0.10.3 26.0 41.0 26 True pdbpp conda-forge/pdbpp 5463.0 4769.0 https://pypi.org/project/pdbpp 240122.0 241512.0 https://anaconda.org/conda-forge/pdbpp 2021-07-11 15:21:48.419 95930.0 2.0 2021-07-09 22:22:20.000 694.0
147 145 cx_Freeze marcelotduarte/cx_Freeze packaging Create standalone executables from Python scripts, with the same performance and is cross-platform. https://github.com/marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze 2017-01-22 04:25:52.000 2023-05-08 19:27:20.000 2023-05-08 19:26:17 1581.0 67.0 195.0 29.0 930.0 66.0 780.0 1074.0 2023-04-08 19:04:21.000 6.14.9 53.0 103.0 26 True cx_freeze conda-forge/cx_freeze https://pypi.org/project/cx_freeze 104614.0 108921.0 https://anaconda.org/conda-forge/cx_freeze 2023-04-09 01:25:04.667 223981.0 3.0
148 146 wily tonybaloney/wily code-metrics A Python application for tracking, reporting on timing and complexity in Python code. https://github.com/tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000 2023-03-13 06:57:40.000 2023-03-13 01:30:13 821.0 16.0 56.0 25.0 88.0 30.0 60.0 1067.0 2023-02-22 04:00:16.000 1.24.1 50.0 23.0 26 True wily 188.0 178.0 https://pypi.org/project/wily 10083.0 10083.0 3.0 2022-10-20 05:13:01.074 10.0
149 147 interrogate econchick/interrogate documentation Explain yourself! Interrogate a codebase for docstring coverage. https://github.com/econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000 2023-03-19 22:56:32.000 2022-07-29 16:12:10 178.0 35.0 5.0 102.0 23.0 27.0 480.0 2021-09-10 23:05:20.000 1.5.0 14.0 12.0 26 True interrogate 4453.0 4275.0 https://pypi.org/project/interrogate 91819.0 91819.0 2.0 2021-09-10 23:05:20.000 178.0
150 148 sphinx-autobuild executablebooks/sphinx-autobuild documentation Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. https://github.com/executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2023-02-09 10:55:49.000 2023-02-09 08:53:43 295.0 58.0 19.0 59.0 16.0 53.0 462.0 2022-04-20 19:59:44.000 2021.03.14 4.0 24.0 26 True sphinx-autobuild conda-forge/sphinx-autobuild ['sphinx'] 17900.0 17900.0 https://pypi.org/project/sphinx-autobuild 404188.0 406614.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297 177112.0 2.0
151 149 flake8-comprehensions adamchainz/flake8-comprehensions linters A flake8 plugin to help you write better list/set/dict comprehensions. https://github.com/adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000 2023-05-16 06:33:09.000 2023-05-16 06:33:08 527.0 26.0 20.0 7.0 452.0 3.0 51.0 429.0 2023-04-13 09:29:03.639 3.12.0 37.0 15.0 26 True flake8-comprehensions conda-forge/flake8-comprehensions ['flake8'] 694.0 https://pypi.org/project/flake8-comprehensions 921473.0 930586.0 https://anaconda.org/conda-forge/flake8-comprehensions 2023-04-13 19:34:20.810 710876.0 3.0 2022-10-29 23:12:51.523 694.0
152 150 mkdocs-awesome-pages-plugin lukasgeiter/mkdocs-awesome-pages-plugin documentation An MkDocs plugin that simplifies configuring page titles and their order. https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000 2023-05-08 18:43:02.000 2023-05-08 18:35:17 91.0 19.0 31.0 7.0 16.0 11.0 47.0 325.0 2023-05-08 18:47:19.000 2.9.1 23.0 6.0 26 True mkdocs-awesome-pages-plugin ['mkdocs'] 2688.0 2580.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 100667.0 100667.0 2.0 2022-07-24 17:45:31.955 108.0
153 151 flake8-eradicate wemake-services/flake8-eradicate linters Flake8 plugin to find commented out or dead code. https://github.com/wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000 2023-05-02 21:10:36.000 2022-12-27 20:44:55 370.0 14.0 5.0 255.0 16.0 30.0 301.0 2022-09-20 20:07:10.434 1.4.0 15.0 16.0 26 True flake8-eradicate conda-forge/flake8-eradicate ['flake8'] 16367.0 16252.0 https://pypi.org/project/flake8-eradicate 510564.0 510902.0 https://anaconda.org/conda-forge/flake8-eradicate 2022-09-26 17:26:04.280 8466.0 3.0 2022-09-20 20:07:10.434 115.0
154 152 py2app ronaldoussoren/py2app packaging py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins.. https://github.com/ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app 2020-01-14 11:27:41.000 2023-05-08 17:24:10.000 2023-04-16 08:34:06 854.0 7.0 25.0 11.0 24.0 162.0 303.0 246.0 2022-12-28 12:12:07.000 0.28.5 7.0 31.0 26 False py2app 4415.0 4415.0 https://pypi.org/project/py2app 17084.0 17084.0 3.0
155 153 releases bitprophet/releases documentation A powerful Sphinx changelog-generating extension. https://github.com/bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000 2023-04-28 19:12:20.000 2023-04-28 19:12:18 591.0 19.0 40.0 5.0 27.0 28.0 46.0 170.0 2023-04-28 19:14:01.551 2.1.1 37.0 10.0 26 True releases conda-forge/sphinx-releases ['sphinx'] 936.0 565.0 https://pypi.org/project/releases 12803.0 13610.0 https://anaconda.org/conda-forge/sphinx-releases 2021-10-19 17:29:57.242 48452.0 2.0 2023-01-02 18:25:53.338 371.0
156 154 flake8-quotes zheller/flake8-quotes linters Flake8 extension for checking quotes in python. https://github.com/zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000 2022-12-20 11:05:53.269 2022-12-19 16:44:44 108.0 31.0 4.0 65.0 5.0 43.0 166.0 15.0 32.0 26 True flake8-quotes conda-forge/flake8-quotes ['flake8'] 18333.0 18333.0 https://pypi.org/project/flake8-quotes 782657.0 791126.0 https://anaconda.org/conda-forge/flake8-quotes 2022-12-20 11:05:53.269 677574.0 3.0
157 155 Griffe mkdocstrings/griffe documentation Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API.. https://github.com/mkdocstrings/griffe https://github.com/mkdocstrings/griffe ISC 2021-09-09 21:49:44.000 2023-05-17 16:40:15.240 2023-05-17 11:50:39 586.0 69.0 26.0 4.0 31.0 29.0 97.0 163.0 31.0 17.0 26 True griffe conda-forge/griffe 2021.0 2021.0 https://pypi.org/project/griffe 408905.0 417448.0 https://anaconda.org/conda-forge/griffe 2023-05-17 16:40:15.240 119612.0 2.0
158 156 asteval newville/asteval ast minimalistic evaluator of python expression using ast module. https://github.com/newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000 2023-05-07 11:32:06.000 2023-05-07 11:32:06 501.0 28.0 36.0 11.0 56.0 5.0 58.0 150.0 2023-02-11 21:55:09.000 0.9.29 29.0 24.0 26 True asteval conda-forge/asteval 173.0 https://pypi.org/project/asteval 197092.0 200643.0 https://anaconda.org/conda-forge/asteval 2023-02-24 20:47:30.194 280584.0 3.0 2022-11-07 21:57:22.231 173.0
159 157 flake8-isort gforcada/flake8-isort linters flake8 plugin that integrates isort. https://github.com/gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000 2022-12-23 09:25:56.098 2022-12-22 22:55:55 353.0 91.0 7.0 80.0 7.0 48.0 149.0 12.0 37.0 26 True flake8-isort conda-forge/flake8-isort ['flake8'] 22175.0 22175.0 https://pypi.org/project/flake8-isort 1045929.0 1046806.0 https://anaconda.org/conda-forge/flake8-isort 2022-12-23 09:25:56.098 37734.0 3.0
160 158 better-exceptions Qix-/better-exceptions logging Pretty and useful exceptions in Python, automatically. https://github.com/Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000 2023-03-23 11:09:43.000 2023-01-05 00:12:47 102.0 204.0 71.0 56.0 30.0 46.0 4369.0 2021-01-29 16:48:55.000 0.3.3 16.0 17.0 25 True better-exceptions 84.0 https://pypi.org/project/better-exceptions 140911.0 140911.0 3.0 2021-01-29 16:48:55.000 84.0
161 159 rebound shobrook/rebound logging Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. https://github.com/shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872 2023-04-11 12:34:02.647 2022-02-16 05:16:40 168.0 383.0 78.0 41.0 24.0 38.0 4020.0 2023-04-07 14:10:00.760 3.24.3 198.0 16.0 25 False rebound conda-forge/rebound 43.0 24.0 https://pypi.org/project/rebound 3477.0 7303.0 https://anaconda.org/conda-forge/rebound 2023-04-11 12:34:02.647 275298.0 3.0 2022-04-25 14:15:09.000 19.0 222.0
162 160 uiautomator xiaocong/uiautomator testing Python wrapper of Android uiautomator test tool. https://github.com/xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000 2023-02-28 00:25:02.000 2020-11-16 01:36:32 316.0 613.0 155.0 35.0 166.0 119.0 1906.0 2017-02-20 12:00:41.000 0.2.7 1.0 13.0 25 False uiautomator 244.0 244.0 https://pypi.org/project/uiautomator 34677.0 34677.0 3.0
163 161 dephell dephell/dephell dependency-managers Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. https://github.com/dephell/dephell https://github.com/dephell/dephell MIT 2018-08-31 17:39:18.000 2021-01-11 21:31:40.000 2021-01-11 21:31:39 2145.0 113.0 25.0 221.0 100.0 161.0 1757.0 2020-04-28 06:31:17.000 .0.8.3 11.0 37.0 25 False dephell 815.0 815.0 https://pypi.org/project/dephell 3085.0 3089.0 3.0 214.0
164 162 pympler pympler/pympler profiling Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. https://github.com/pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000 2022-12-07 18:15:43.000 2022-07-24 14:45:54 478.0 84.0 10.0 59.0 57.0 53.0 1045.0 2021-12-22 16:55:15.000 1.0.1 17.0 29.0 25 True pympler conda-forge/pympler 330.0 https://pypi.org/project/pympler 1881213.0 1885473.0 https://anaconda.org/conda-forge/pympler 2022-07-24 00:00:16.620 315311.0 3.0 2021-12-22 16:55:15.000 330.0
165 163 pdoc3 pdoc3/pdoc documentation Auto-generate API documentation for Python projects. https://github.com/pdoc3/pdoc https://github.com/pdoc3/pdoc AGPL-3.0 2019-01-02 02:32:40.000 2022-12-21 03:55:00.000 2022-12-21 03:55:00 575.0 135.0 8.0 114.0 105.0 201.0 967.0 2019-01-24 16:15:02.000 0.3.11 5.0 58.0 25 True pdoc3 anaconda/pdoc3 3232.0 3232.0 https://pypi.org/project/pdoc3 240843.0 240871.0 https://anaconda.org/anaconda/pdoc3 2020-11-30 22:53:50.187 1192.0 3.0
166 164 pytest-watch joeyespo/pytest-watch testing Local continuous test runner with pytest and watchdog. https://github.com/joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000 2022-11-03 15:48:18.639 2019-06-15 20:36:43 183.0 55.0 11.0 49.0 48.0 42.0 691.0 2018-05-20 19:52:16.000 4.2.0 17.0 16.0 25 False pytest-watch conda-forge/pytest-watch ['pytest'] 8633.0 7958.0 https://pypi.org/project/pytest-watch 388511.0 389852.0 https://anaconda.org/conda-forge/pytest-watch 2022-11-03 15:48:18.639 85853.0 3.0 2018-05-20 19:52:16.000 675.0
167 165 Mamba Test Runner nestorsalceda/mamba testing The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). https://github.com/nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000 2022-12-08 10:54:50.000 2020-11-16 12:31:58 468.0 63.0 22.0 85.0 45.0 52.0 504.0 2020-11-16 12:36:24.000 0.11.2 21.0 23.0 25 False mamba 895.0 767.0 https://pypi.org/project/mamba 12408.0 12408.0 3.0 2020-11-16 12:35:41.000 128.0
168 166 check-manifest mgedmin/check-manifest linters Tool to check the completeness of MANIFEST.in for Python packages. https://github.com/mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000 2023-05-02 14:07:31.000 2023-05-02 14:06:24 564.0 1.0 37.0 6.0 69.0 18.0 76.0 279.0 11.0 22.0 25 True check-manifest conda-forge/check-manifest 9167.0 9167.0 https://pypi.org/project/check-manifest 214217.0 215874.0 https://anaconda.org/conda-forge/check-manifest 2022-12-05 13:13:18.863 87828.0 3.0
169 167 data-science-types predictive-analytics-lab/data-science-types linters Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. https://github.com/wearepal/data-science-types https://github.com/wearepal/data-science-types Apache-2.0 2019-09-20 11:45:49.000 2021-02-16 21:31:02.632 2021-02-16 17:29:00 446.0 57.0 9.0 171.0 39.0 23.0 194.0 2021-02-16 16:47:31.000 0.2.23 26.0 44.0 25 False wearepal/data-science-types data-science-types conda-forge/data-science-types 1019.0 975.0 https://pypi.org/project/data-science-types 100979.0 101257.0 https://anaconda.org/conda-forge/data-science-types 2021-02-16 21:31:02.632 8074.0 3.0 2021-02-16 16:45:03.000 44.0
170 168 eradicate myint/eradicate refactoring Removes commented-out code from Python files. https://github.com/wemake-services/eradicate https://github.com/wemake-services/eradicate Saxpath 2012-12-23 04:39:48.000 2023-03-03 08:37:32.000 2023-03-02 07:12:43 177.0 2.0 23.0 5.0 22.0 8.0 16.0 181.0 2023-03-01 08:39:00.953 2.2.0 18.0 13.0 25 False wemake-services/eradicate eradicate conda-forge/eradicate 13553.0 13459.0 https://pypi.org/project/eradicate 565771.0 566012.0 https://anaconda.org/conda-forge/eradicate 2022-04-13 14:13:20.049 6031.0 2.0 2022-04-06 09:47:11.000 94.0
171 169 PySnooper cool-RR/PySnooper debugging Never use print for debugging again. https://github.com/cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2023-04-16 03:54:42.000 2023-04-12 09:10:26 308.0 1.0 927.0 234.0 114.0 23.0 100.0 15856.0 23.0 27.0 24 True pysnooper conda-forge/pysnooper https://pypi.org/project/pysnooper 289179.0 290493.0 https://anaconda.org/conda-forge/pysnooper 2022-04-04 02:05:04.609 63073.0 3.0
172 170 pyupgrade asottile/pyupgrade refactoring A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. https://github.com/asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000 2023-05-16 14:50:22.000 2023-05-16 14:50:21 1038.0 20.0 145.0 38.0 456.0 13.0 357.0 2645.0 112.0 34.0 24 True pyupgrade conda-forge/pyupgrade https://pypi.org/project/pyupgrade 386918.0 397224.0 https://anaconda.org/conda-forge/pyupgrade 2023-05-06 23:44:39.754 535957.0 2.0
173 171 pybuilder pybuilder/pybuilder build-tools Software build automation tool for Python. https://github.com/pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000 2023-02-25 17:42:34.000 2023-02-25 17:42:34 1421.0 6.0 254.0 94.0 381.0 92.0 419.0 1531.0 2022-11-04 02:55:01.000 0.13.8 9.0 39.0 24 True pybuilder conda-forge/pybuilder https://pypi.org/project/pybuilder 18849.0 19690.0 https://anaconda.org/conda-forge/pybuilder 2023-02-22 05:27:45.894 42936.0 3.0
174 172 python-hunter ionelmc/python-hunter debugging Hunter is a flexible code tracing toolkit. https://github.com/ionelmc/python-hunter https://github.com/ionelmc/python-hunter BSD-2-Clause 2015-03-16 18:03:16.000 2023-04-26 13:55:11.805 2023-04-26 09:11:54 1074.0 19.0 42.0 15.0 21.0 40.0 54.0 731.0 2023-04-26 10:15:04.184 3.6.1 53.0 9.0 24 True hunter conda-forge/hunter 160.0 138.0 https://pypi.org/project/hunter 14235.0 15939.0 https://anaconda.org/conda-forge/hunter 2023-04-26 13:55:11.805 37504.0 3.0 2022-09-27 22:33:15.252 22.0
175 173 mypy-protobuf dropbox/mypy-protobuf linters open source tools to generate mypy stubs from protobufs. https://github.com/nipunn1313/mypy-protobuf https://github.com/nipunn1313/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000 2023-05-12 08:59:28.000 2023-03-13 20:38:27 472.0 1.0 75.0 19.0 416.0 10.0 106.0 570.0 2022-10-20 06:20:02.477 3.4.0 40.0 36.0 24 True nipunn1313/mypy-protobuf mypy-protobuf conda-forge/mypy-protobuf 87.0 https://pypi.org/project/mypy-protobuf 1112518.0 1115657.0 https://anaconda.org/conda-forge/mypy-protobuf 2022-08-24 19:50:22.562 94176.0 3.0 2022-10-20 06:20:02.477 87.0
176 174 paver paver/paver build-tools Python-based project scripting. https://github.com/paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000 2023-04-16 21:21:15.000 2023-04-16 21:21:14 535.0 1.0 78.0 13.0 85.0 38.0 93.0 453.0 2017-12-31 01:13:41.000 1.3.4 28.0 46.0 24 True paver conda-forge/paver 960.0 https://pypi.org/project/paver 56432.0 56779.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 27068.0 3.0 2017-12-31 01:13:41.000 960.0 9.0
177 175 xxh xxh/xxh shell Bring your favorite shell wherever you go through the ssh. https://github.com/xxh/xxh https://github.com/xxh/xxh BSD-2-Clause 2019-11-03 12:04:13.000 2023-04-27 07:35:08.000 2023-04-27 07:35:07 756.0 3.0 88.0 42.0 50.0 19.0 58.0 4385.0 2022-09-29 10:20:01.217 0.8.12 89.0 23.0 23 True xxh-xxh 74.0 74.0 https://pypi.org/project/xxh-xxh 245.0 283.0 3.0 2022-09-29 10:20:01.217 1484.0
178 176 vprof nvdv/vprof profiling Visual profiler for Python. https://github.com/nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000 2022-07-15 07:43:03.000 2022-07-15 07:43:03 620.0 171.0 72.0 32.0 27.0 57.0 3908.0 2018-06-24 14:16:36.000 0.37.6 24.0 17.0 23 True vprof 126.0 110.0 https://pypi.org/project/vprof 3005.0 3005.0 3.0 2020-02-29 13:31:59.000 16.0
179 177 stackprinter cknd/stackprinter logging Debugging-friendly exceptions for Python. https://github.com/cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000 2023-02-20 18:24:13.000 2023-02-20 18:24:13 204.0 2.0 35.0 8.0 34.0 6.0 21.0 1243.0 2022-11-24 20:29:05.000 0.2.10 7.0 7.0 23 True stackprinter conda-forge/stackprinter 259.0 259.0 https://pypi.org/project/stackprinter 419941.0 420053.0 https://anaconda.org/conda-forge/stackprinter 2020-10-31 17:18:37.537 5269.0 3.0
180 178 portray timothycrosley/portray documentation Your Project with Great Documentation. https://github.com/timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000 2023-01-03 00:40:56.000 2023-01-03 00:40:56 266.0 72.0 18.0 42.0 32.0 31.0 837.0 2022-12-19 09:01:00.611 1.8.0 29.0 20.0 23 True portray 813.0 792.0 https://pypi.org/project/portray 16577.0 16577.0 3.0 2022-12-19 09:01:00.611 21.0
181 179 redbaron pycqa/redbaron refactoring Bottom-up approach to refactoring in python. https://github.com/PyCQA/redbaron https://github.com/PyCQA/redbaron 2014-03-23 05:34:39.000 2022-01-29 21:54:37.000 2021-12-09 03:12:36 1672.0 71.0 26.0 106.0 66.0 47.0 663.0 2019-03-17 19:03:54.000 0.9.2 6.0 34.0 23 False redbaron 541.0 541.0 https://pypi.org/project/redbaron 33103.0 33103.0 2.0
182 180 Fixit Instagram/Fixit linters Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom.. https://github.com/Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2023-05-01 10:59:27.000 2023-04-26 22:45:49 259.0 40.0 48.0 20.0 242.0 41.0 41.0 399.0 2021-07-31 16:17:24.000 0.1.4 7.0 35.0 23 True fixit 41.0 39.0 https://pypi.org/project/fixit 14247.0 14247.0 3.0 2021-07-30 20:35:02.000 2.0
183 181 baron PyCQA/baron refactoring IDE allow you to refactor code, Baron allows you to write refactoring code. https://github.com/PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000 2021-12-09 03:34:37.000 2021-12-09 03:33:22 1505.0 52.0 13.0 100.0 46.0 30.0 281.0 2021-12-09 03:33:32.000 0.10.1 21.0 33.0 23 False baron 340.0 281.0 https://pypi.org/project/baron 33219.0 33219.0 2.0 2021-12-09 03:33:32.000 59.0
184 182 flake8-black peterjc/flake8-black linters flake8 plugin to run black for checking Python coding style. https://github.com/peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000 2023-04-03 20:28:50.813 2023-04-03 19:55:36 164.0 1.0 11.0 2.0 49.0 6.0 23.0 157.0 12.0 10.0 23 True flake8-black conda-forge/flake8-black ['flake8'] 6751.0 6751.0 https://pypi.org/project/flake8-black 786194.0 795445.0 https://anaconda.org/conda-forge/flake8-black 2023-04-03 20:28:50.813 434828.0 3.0
185 183 flake8-builtins gforcada/flake8-builtins linters Check for python builtins being used as variables or parameters. https://github.com/gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000 2022-12-23 19:26:57.671 2022-12-22 23:43:03 285.0 21.0 3.0 57.0 1.0 42.0 103.0 19.0 17.0 23 True flake8-builtins conda-forge/flake8-builtins ['flake8'] 8960.0 8960.0 https://pypi.org/project/flake8-builtins 609633.0 612217.0 https://anaconda.org/conda-forge/flake8-builtins 2022-12-23 19:26:57.671 201571.0 3.0
186 184 pytkdocs mkdocstrings/pytkdocs documentation Load Python objects documentation. https://github.com/mkdocstrings/pytkdocs https://github.com/mkdocstrings/pytkdocs ISC 2020-02-04 21:18:34.000 2022-03-30 17:22:48.000 2022-03-07 18:48:36 240.0 33.0 2.0 45.0 18.0 80.0 48.0 2021-09-21 19:52:30.000 0.12.0 13.0 23.0 23 False pytkdocs conda-forge/pytkdocs 1229.0 1229.0 https://pypi.org/project/pytkdocs 100749.0 103413.0 https://anaconda.org/conda-forge/pytkdocs 2022-03-08 15:08:30.099 82587.0 3.0
187 185 icecream gruns/icecream debugging Never use print() to debug again. https://github.com/gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000 2023-02-28 01:38:58.000 2022-12-04 22:09:17 262.0 138.0 51.0 41.0 35.0 70.0 6767.0 2022-07-21 09:17:39.000 2.1.3 7.0 21.0 22 True icecream conda-forge/icecream https://pypi.org/project/icecream 262502.0 263126.0 https://anaconda.org/conda-forge/icecream 2022-07-21 16:51:26.595 15607.0 3.0
188 186 pyrasite lmacken/pyrasite debugging Inject code into running Python processes. https://github.com/lmacken/pyrasite https://github.com/lmacken/pyrasite GPL-3.0 2011-09-10 06:01:20.000 2023-03-03 17:07:08.000 2023-03-03 17:07:08 349.0 3.0 197.0 60.0 44.0 40.0 16.0 2678.0 23.0 22 True pyrasite 48.0 48.0 https://pypi.org/project/pyrasite 25910.0 25910.0 3.0
189 187 PrettyErrors onelivesleft/PrettyErrors logging Prettify Python exception output to make it legible. https://github.com/onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000 2021-11-27 17:41:04.999 2021-11-24 14:32:14 130.0 79.0 29.0 10.0 5.0 38.0 2639.0 2021-11-24 14:32:07.000 1.2.25 48.0 5.0 22 False pretty_errors conda-forge/pretty_errors 53.0 https://pypi.org/project/pretty_errors 27399.0 27768.0 https://anaconda.org/conda-forge/pretty_errors 2021-11-27 17:41:04.999 11098.0 3.0 2021-11-24 14:32:07.000 53.0
190 188 pyt python-security/pyt security A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. https://github.com/python-security/pyt https://github.com/python-security/pyt GPL-2.0 2016-10-26 15:34:48.000 2020-12-25 03:47:37.000 2020-03-08 21:43:06 1576.0 232.0 70.0 116.0 21.0 78.0 2133.0 2018-11-01 16:02:57.000 0.42 1.0 22.0 22 False python-taint 86.0 86.0 https://pypi.org/project/python-taint 6757.0 6758.0 3.0 103.0
191 189 line_profiler pyutils/line_profiler profiling Line-by-line profiling for Python. https://github.com/pyutils/line_profiler https://github.com/pyutils/line_profiler 2016-05-26 17:37:38.151 2023-05-17 01:40:58.000 2023-03-06 21:28:54 298.0 8.0 97.0 16.0 130.0 33.0 46.0 1820.0 2023-03-04 00:16:16.000 4.0.3 13.0 39.0 22 False line_profiler conda-forge/line_profiler https://pypi.org/project/line_profiler 470199.0 474830.0 https://anaconda.org/conda-forge/line_profiler 2022-12-09 23:55:22.319 389076.0 3.0 -5.0
192 190 sixpack sixpack/sixpack testing Sixpack is a language-agnostic a/b-testing framework. https://github.com/sixpack/sixpack https://github.com/sixpack/sixpack BSD-2-Clause 2012-11-15 00:01:06.000 2022-08-21 18:43:32.000 2020-08-26 00:32:16 828.0 185.0 72.0 170.0 88.0 126.0 1747.0 2017-11-22 14:27:35.000 2.7.0 37.0 56.0 22 False sixpack 14.0 10.0 https://pypi.org/project/sixpack 356.0 356.0 3.0 2017-11-22 14:27:35.000 4.0
193 191 pyflow David-OConnor/pyflow dependency-managers An installation and dependency system for Python. https://github.com/David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000 2023-03-07 21:30:59.000 2022-03-11 18:31:51 368.0 45.0 22.0 55.0 63.0 72.0 1270.0 2021-07-02 13:10:00.000 0.3.1 26.0 28.0 22 False pyflow 42.0 42.0 https://pypi.org/project/pyflow 216.0 338.0 3.0 5498.0
194 192 pycco pycco-docs/pycco documentation Literate-style documentation generator. https://github.com/pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000 2022-01-21 18:17:35.000 2019-12-20 19:59:49 222.0 137.0 16.0 65.0 29.0 28.0 822.0 2018-07-25 01:35:11.000 0.6.0 4.0 36.0 22 False pycco 297.0 297.0 https://pypi.org/project/pycco 1505.0 1505.0 3.0
195 193 autoflake myint/autoflake refactoring Removes unused imports and unused variables as reported by pyflakes. https://github.com/PyCQA/autoflake https://github.com/PyCQA/autoflake MIT 2012-12-27 03:40:17.000 2023-05-17 17:54:56.000 2023-05-17 17:54:55 588.0 26.0 71.0 14.0 154.0 34.0 69.0 764.0 14.0 37.0 22 True PyCQA/autoflake autoflake conda-forge/autoflake https://pypi.org/project/autoflake 1485261.0 1494911.0 https://anaconda.org/conda-forge/autoflake 2022-10-14 07:46:06.339 472884.0 3.0
196 194 python-devtools samuelcolvin/python-devtools logging Dev tools for python. https://github.com/samuelcolvin/python-devtools https://github.com/samuelcolvin/python-devtools MIT 2017-08-20 15:30:06.000 2023-05-15 20:53:23.000 2023-04-27 17:06:00 122.0 8.0 33.0 10.0 80.0 11.0 38.0 741.0 2023-04-05 18:22:56.000 0.11.0 15.0 12.0 22 True python-devtools conda-forge/python-devtools 1460.0 1459.0 https://pypi.org/project/python-devtools 338.0 892.0 https://anaconda.org/conda-forge/python-devtools 2023-04-06 21:42:28.182 13864.0 3.0 2017-08-21 10:32:25.000 1.0
197 195 constructor conda/constructor packaging tool for creating installers from conda packages. https://github.com/conda/constructor https://github.com/conda/constructor 2016-02-12 06:52:50.000 2023-05-17 12:09:41.000 2023-05-12 09:44:12 1093.0 14.0 154.0 32.0 362.0 34.0 279.0 407.0 2023-02-09 08:48:42.000 3.4.3 41.0 67.0 22 False constructor 14.0 14.0 78.0 https://anaconda.org/anaconda/constructor 2023-04-22 13:13:51.136 6437.0 3.0 228.0
198 196 pytest-lazy-fixture tvorog/pytest-lazy-fixture testing It helps to use fixtures in pytest.mark.parametrize. https://github.com/TvoroG/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000 2022-01-27 10:32:34.000 2022-01-27 10:32:34 98.0 19.0 8.0 21.0 17.0 21.0 328.0 2019-10-13 14:06:01.000 0.6.0 11.0 9.0 22 False pytest-lazy-fixture conda-forge/pytest-lazy-fixture ['pytest'] 1739.0 1739.0 https://pypi.org/project/pytest-lazy-fixture 430709.0 436994.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 458816.0 3.0
199 197 add-trailing-comma asottile/add-trailing-comma refactoring A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. https://github.com/asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000 2023-05-16 14:50:54.000 2023-05-16 14:50:53 413.0 14.0 20.0 5.0 177.0 48.0 292.0 2022-12-12 20:13:01.220 2.4.0 36.0 11.0 22 True add-trailing-comma 26.0 https://pypi.org/project/add-trailing-comma 29285.0 29285.0 3.0 2022-12-12 20:13:01.220 26.0
200 198 mkdocs-with-pdf orzih/mkdocs-with-pdf documentation Generate a single PDF file from MkDocs repository. https://github.com/orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000 2023-01-07 04:42:28.000 2021-10-14 20:29:54 188.0 60.0 10.0 49.0 52.0 44.0 236.0 2021-07-03 02:09:02.000 0.9.3 28.0 6.0 22 False mkdocs-with-pdf ['mkdocs'] 331.0 328.0 https://pypi.org/project/mkdocs-with-pdf 23542.0 23542.0 3.0 2021-07-03 02:04:39.000 3.0
201 199 xenon rubik/xenon code-metrics Monitoring tool based on radon. https://github.com/rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000 2022-11-18 07:39:35.000 2022-02-24 16:06:18 113.0 19.0 5.0 15.0 9.0 27.0 219.0 2022-02-24 08:21:17.000 0.9.0 21.0 9.0 22 False xenon conda-forge/xenon 1130.0 1048.0 https://pypi.org/project/xenon 123408.0 123705.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 19927.0 3.0 2022-02-24 08:21:17.000 82.0
202 200 pandas-vet deppen8/pandas-vet linters A plugin for Flake8 that checks pandas code. https://github.com/deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000 2023-05-16 19:17:29.000 2023-05-16 19:17:28 188.0 2.0 17.0 6.0 71.0 17.0 30.0 154.0 2022-02-09 03:17:52.000 0.2.3 4.0 13.0 22 True pandas-vet conda-forge/pandas-vet ['flake8'] 358.0 358.0 https://pypi.org/project/pandas-vet 67423.0 67731.0 https://anaconda.org/conda-forge/pandas-vet 2022-02-10 13:58:38.706 15079.0 3.0 51.0
203 201 pyenv-virtualenv pyenv/pyenv-virtualenv virtual-envs a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). https://github.com/pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2023-04-16 21:01:19.000 2023-04-16 21:01:19 502.0 3.0 358.0 75.0 131.0 102.0 221.0 5504.0 2023-01-29 21:48:52.000 1.2.1 9.0 58.0 21 True 3.0
204 202 Profiling what-studio/profiling profiling Was an interactive continuous Python profiler. https://github.com/what-studio/profiling https://github.com/what-studio/profiling BSD-3-Clause 2014-09-03 10:35:57.000 2021-12-15 15:24:47.133 2020-08-24 01:31:58 433.0 120.0 75.0 25.0 17.0 20.0 2991.0 2017-06-28 06:10:16.000 0.1.3 4.0 18.0 21 False profiling 65.0 59.0 https://pypi.org/project/profiling 7481.0 7481.0 3.0 2017-06-28 06:10:16.000 6.0
205 203 shiv linkedin/shiv packaging shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all.. https://github.com/linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000 2022-11-04 03:21:51.000 2022-11-04 03:21:51 205.0 80.0 27.0 113.0 36.0 76.0 1592.0 2022-11-02 23:26:19.000 1.0.3 18.0 39.0 21 True shiv https://pypi.org/project/shiv 23195.0 23205.0 3.0 463.0
206 204 Bowler facebookincubator/Bowler refactoring Safe code refactoring for modern Python. https://github.com/facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2023-01-20 18:10:54.000 2023-01-20 18:08:14 186.0 92.0 31.0 75.0 38.0 34.0 1472.0 5.0 27.0 21 True bowler conda-forge/bowler https://pypi.org/project/bowler 99640.0 99934.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 15929.0 3.0
207 205 pyannotate dropbox/pyannotate refactoring Auto-generate PEP-484 annotations. https://github.com/dropbox/pyannotate https://github.com/dropbox/pyannotate Apache-2.0 2017-11-13 20:18:08.000 2022-07-03 08:24:17.000 2021-10-12 20:53:49 95.0 61.0 28.0 63.0 34.0 33.0 1383.0 2019-09-16 15:37:03.000 1.2.0 9.0 17.0 21 False pyannotate 144.0 115.0 https://pypi.org/project/pyannotate 3034.0 3034.0 3.0 2019-09-16 15:37:03.000 29.0
208 206 py2exe py2exe/py2exe packaging Create standalone Windows programs from Python code. https://github.com/py2exe/py2exe https://github.com/py2exe/py2exe 2019-03-11 13:16:35.000 2023-05-18 08:14:50.000 2023-01-27 11:02:15 1077.0 80.0 19.0 33.0 11.0 132.0 588.0 2022-11-05 16:32:25.000 0.13.0.0 17.0 17.0 21 False py2exe 1750.0 1750.0 https://pypi.org/project/py2exe 14507.0 14767.0 3.0 13010.0
209 207 pytest-randomly pytest-dev/pytest-randomly testing Pytest plugin to randomly order tests and control random.seed. https://github.com/pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000 2023-05-16 06:33:12.000 2023-05-16 06:33:11 556.0 19.0 24.0 5.0 490.0 4.0 52.0 505.0 5.0 19.0 21 True pytest-randomly conda-forge/pytest-randomly https://pypi.org/project/pytest-randomly 719470.0 726128.0 https://anaconda.org/conda-forge/pytest-randomly 2022-05-12 01:12:32.731 126518.0 3.0
210 208 python-manhole ionelmc/python-manhole debugging Debugging manhole for python applications. https://github.com/ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000 2022-12-17 09:19:57.000 2022-12-17 09:19:54 492.0 21.0 10.0 44.0 7.0 15.0 338.0 2021-12-15 14:34:12.182 0.0.1 23.0 11.0 21 True manhole conda-forge/manhole 288.0 251.0 https://pypi.org/project/manhole 19342.0 19977.0 https://anaconda.org/conda-forge/manhole 2022-11-02 02:11:21.465 13972.0 3.0 2021-04-08 20:14:54.000 37.0
211 209 mkdocs-pdf-export-plugin zhaoterryy/mkdocs-pdf-export-plugin documentation An MkDocs plugin to export content pages as PDF files. https://github.com/zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000 2022-11-22 05:06:36.000 2021-10-05 01:31:10 72.0 41.0 19.0 31.0 41.0 46.0 278.0 2021-10-05 01:33:27.000 0.5.10 24.0 11.0 21 False mkdocs-pdf-export-plugin ['mkdocs'] 400.0 394.0 https://pypi.org/project/mkdocs-pdf-export-plugin 17695.0 17695.0 3.0 2021-10-05 01:33:27.000 6.0
212 210 flake8-commas PyCQA/flake8-commas linters Flake8 extension for enforcing trailing commas in python. https://github.com/PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas 2015-12-16 09:25:13.000 2021-10-13 19:25:52.000 2021-10-13 19:25:45 176.0 26.0 4.0 38.0 5.0 26.0 126.0 12.0 21 False flake8-commas ['flake8'] 15350.0 15350.0 https://pypi.org/project/flake8-commas 534655.0 534655.0 3.0
213 211 heartrate alexmojaki/heartrate profiling Simple real time visualisation of the execution of a Python program. https://github.com/alexmojaki/heartrate https://github.com/alexmojaki/heartrate MIT 2019-04-24 17:02:28.000 2021-11-13 17:38:32.433 2021-11-13 14:58:04 27.0 122.0 34.0 4.0 5.0 4.0 1624.0 2021-11-13 14:58:19.000 0.2.2 4.0 3.0 20 False heartrate conda-forge/heartrate 54.0 51.0 https://pypi.org/project/heartrate 1053.0 1154.0 https://anaconda.org/conda-forge/heartrate 2021-11-13 17:38:32.433 2336.0 3.0 2021-11-13 14:58:19.000 3.0
214 212 sphinx-bootstrap-theme ryan-roemer/sphinx-bootstrap-theme documentation Sphinx Bootstrap Theme. https://github.com/ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000 2022-02-28 16:14:56.000 2022-02-03 20:25:55 403.0 190.0 24.0 95.0 49.0 83.0 586.0 39.0 20 False sphinx-bootstrap-theme ['sphinx'] https://pypi.org/project/sphinx-bootstrap-theme 220531.0 220531.0 3.0
215 213 blacken-docs asottile/blacken-docs documentation Run `black` on python code blocks in documentation files. https://github.com/adamchainz/blacken-docs https://github.com/adamchainz/blacken-docs MIT 2018-06-03 02:48:01.000 2023-05-16 06:33:03.000 2023-05-16 06:33:02 327.0 18.0 32.0 6.0 178.0 12.0 55.0 513.0 10.0 16.0 20 True adamchainz/blacken-docs blacken-docs conda-forge/blacken-docs https://pypi.org/project/blacken-docs 122162.0 122992.0 https://anaconda.org/conda-forge/blacken-docs 2023-01-16 15:42:33.233 28250.0 3.0
216 214 pytest-plugins man-group/pytest-plugins testing A grab-bag of nifty pytest plugins. https://github.com/man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000 2023-05-13 11:14:27.000 2022-11-03 10:04:57 807.0 70.0 24.0 113.0 46.0 59.0 512.0 4.0 62.0 20 True pytest-virtualenv conda-forge/pytest-shutil https://pypi.org/project/pytest-virtualenv 39935.0 40623.0 https://anaconda.org/conda-forge/pytest-shutil 2021-10-18 17:46:27.844 39961.0 3.0
217 215 unimport hakancelik96/unimport refactoring The ultimate linter and formatter for removing unused import statements in your code. https://github.com/hakancelikdev/unimport https://github.com/hakancelikdev/unimport MIT 2019-09-08 09:49:24.000 2023-04-03 22:53:04.000 2023-04-03 22:41:28 472.0 4.0 20.0 4.0 174.0 8.0 97.0 196.0 2023-04-03 22:45:55.442 0.16.0 51.0 14.0 20 True hakancelikdev/unimport unimport 5.0 https://pypi.org/project/unimport 12645.0 12645.0 3.0 2022-01-29 20:05:35.000 5.0
218 216 sphinx-markdown-builder clayrisser/sphinx-markdown-builder documentation sphinx builder that outputs markdown files. https://github.com/clayrisser/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000 2023-01-23 14:44:55.000 2022-01-08 15:29:29 100.0 40.0 7.0 25.0 24.0 17.0 160.0 2022-01-08 15:31:25.000 0.5.5 23.0 17.0 20 False sphinx-markdown-builder ['sphinx'] 765.0 689.0 https://pypi.org/project/sphinx-markdown-builder 39595.0 39595.0 3.0 2022-01-08 15:31:25.000 76.0
219 217 lazydocs ml-tooling/lazydocs documentation Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. https://github.com/ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000 2023-03-25 02:13:36.000 2022-05-19 03:25:57 154.0 29.0 7.0 26.0 6.0 22.0 140.0 2021-07-27 09:00:22.000 0.4.8 13.0 9.0 20 True lazydocs 146.0 146.0 https://pypi.org/project/lazydocs 6585.0 6585.0 3.0
220 218 unify myint/unify refactoring Modifies strings to all use the same quote where possible. https://github.com/myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000 2022-07-04 21:06:04.000 2019-08-07 13:44:00 69.0 14.0 7.0 10.0 10.0 3.0 81.0 2013-06-22 15:34:37.000 0.1.5 10.0 5.0 20 False unify conda-forge/unify 1211.0 1154.0 https://pypi.org/project/unify 104007.0 104061.0 https://anaconda.org/conda-forge/unify 2021-06-29 19:32:02.475 1251.0 3.0 2019-08-07 13:46:09.000 57.0
221 219 mkdocs-print-site-plugin timvink/mkdocs-print-site-plugin documentation MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML. https://github.com/timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2022-12-07 11:39:27.000 2022-12-07 11:39:27 220.0 12.0 3.0 7.0 8.0 67.0 76.0 2022-06-01 11:11:09.000 2.3.4 39.0 4.0 20 True mkdocs-print-site-plugin ['mkdocs'] 209.0 209.0 https://pypi.org/project/mkdocs-print-site-plugin 9892.0 9892.0 3.0
222 220 mkdocs-git-revision-date-plugin zhaoterryy/mkdocs-git-revision-date-plugin documentation MkDocs plugin for setting revision date from git per markdown file. https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000 2023-03-28 19:19:30.000 2022-03-08 14:42:57 26.0 7.0 5.0 9.0 4.0 9.0 52.0 2022-03-08 14:43:59.000 0.3.2 9.0 7.0 20 False mkdocs-git-revision-date-plugin ['mkdocs'] 1420.0 1388.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 40726.0 40726.0 3.0 2022-03-08 14:42:31.000 32.0
223 221 MonkeyType Instagram/MonkeyType refactoring A Python library that generates static type annotations by collecting runtime types. https://github.com/Instagram/MonkeyType https://github.com/Instagram/MonkeyType 2017-07-11 00:19:00.000 2023-03-20 22:56:45.195 2023-03-20 14:09:13 329.0 2.0 151.0 55.0 123.0 35.0 130.0 4221.0 16.0 45.0 19 False monkeytype conda-forge/monkeytype https://pypi.org/project/monkeytype 46103.0 46888.0 https://anaconda.org/conda-forge/monkeytype 2023-03-20 22:56:45.195 50302.0 3.0
224 222 pynsist takluyver/pynsist packaging Build Windows installers for Python applications. https://github.com/takluyver/pynsist https://github.com/takluyver/pynsist 2014-03-30 19:11:21.000 2022-11-04 09:45:28.000 2022-04-21 14:15:55 556.0 115.0 32.0 90.0 24.0 143.0 841.0 30.0 19 False pynsist 191.0 191.0 https://pypi.org/project/pynsist 1542.0 1542.0 3.0
225 223 flakehell life4/flakehell linters Flake8 wrapper to make it nice, legacy-friendly, configurable. https://github.com/life4/flakehell https://github.com/life4/flakehell MIT 2019-08-06 11:37:21.000 2021-01-11 21:35:41.000 2021-01-11 21:35:40 368.0 44.0 5.0 68.0 4.0 233.0 2021-01-11 18:40:32.000 0.9.0 28.0 16.0 19 False flakehell ['flake8'] 18.0 https://pypi.org/project/flakehell 22186.0 22187.0 3.0 2021-01-11 18:40:32.000 18.0 64.0
226 224 hacking openstack/hacking linters OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. https://github.com/openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2023-05-11 13:21:06.000 2023-04-25 14:50:41 1065.0 1.0 66.0 33.0 7.0 227.0 186.0 19 True hacking ['flake8'] https://pypi.org/project/hacking 88200.0 88200.0 3.0 -10.0
227 225 pytest-datadir gabrielcnr/pytest-datadir testing pytest plugin for manipulating test data directories and files. https://github.com/gabrielcnr/pytest-datadir https://github.com/gabrielcnr/pytest-datadir 2015-07-02 21:41:44.000 2023-05-09 11:19:18.000 2023-05-09 11:19:18 116.0 5.0 19.0 6.0 41.0 5.0 12.0 201.0 7.0 10.0 19 False pytest-datadir conda-forge/pytest-datadir ['pytest'] 1400.0 1400.0 https://pypi.org/project/pytest-datadir 159205.0 161573.0 https://anaconda.org/conda-forge/pytest-datadir 2022-10-25 16:50:34.913 187107.0 3.0 -4.0
228 226 xdoctest Erotemic/xdoctest testing A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of REGEX. https://github.com/Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000 2023-04-19 05:31:49.000 2023-04-19 05:31:49 827.0 1.0 9.0 5.0 101.0 18.0 25.0 186.0 2023-01-30 01:07:41.000 1.1.1 11.0 9.0 19 True xdoctest conda-forge/xdoctest https://pypi.org/project/xdoctest 83316.0 86802.0 https://anaconda.org/conda-forge/xdoctest 2023-01-30 06:16:04.314 135976.0 3.0 conda-forge/xdoctest
229 227 dodgy landscapeio/dodgy security Looks at Python code to search for things which look dodgy such as passwords or diffs. https://github.com/landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2021-08-29 14:44:21.000 2021-03-21 11:36:52 70.0 20.0 5.0 14.0 9.0 3.0 112.0 2.0 14.0 19 False dodgy conda-forge/dodgy 2382.0 2382.0 https://pypi.org/project/dodgy 416826.0 417580.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 61139.0 3.0
230 228 pyformat myint/pyformat formatters Formats Python code to follow a consistent style. https://github.com/myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000 2021-10-29 14:54:42.000 2019-05-24 17:17:56 199.0 7.0 7.0 6.0 4.0 3.0 91.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 19 False pyformat 1823.0 1797.0 https://pypi.org/project/pyformat 15462.0 15462.0 3.0 2017-01-04 02:31:11.000 26.0
231 229 pip-run jaraco/pip-run dependency-managers pip-run - dynamic dependency loader for Python. https://github.com/jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000 2023-05-11 01:12:41.000 2023-05-11 01:12:40 712.0 10.0 15.0 8.0 16.0 3.0 54.0 84.0 2023-04-15 15:09:02.982 10.0.7 46.0 15.0 19 True pip-run 3.0 https://pypi.org/project/pip-run 4094.0 4094.0 3.0 2023-01-23 01:18:02.345 3.0
232 230 pylint-flask jschaf/pylint-flask linters A Pylint plugin to analyze Flask applications. https://github.com/jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000 2022-07-19 20:45:56.000 2022-07-19 20:45:38 40.0 7.0 4.0 8.0 6.0 6.0 62.0 4.0 7.0 19 True pylint-flask conda-forge/pylint-flask ['pylint'] 7325.0 7325.0 https://pypi.org/project/pylint-flask 305575.0 306699.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 91069.0 3.0
233 231 fake2db emirozer/fake2db testing create custom test databases that are populated with fake data. https://github.com/emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000 2021-12-15 15:44:18.935 2019-11-25 09:19:00 242.0 120.0 67.0 29.0 7.0 15.0 2186.0 2021-12-15 15:44:45.608 0.1.0 23.0 18.0 18 False fake2db 23.0 22.0 https://pypi.org/project/fake2db 199.0 199.0 3.0 2018-02-09 15:43:23.000 1.0
234 232 xar facebookincubator/xar packaging executable archive format. https://github.com/facebookincubator/xar https://github.com/facebookincubator/xar 2017-06-29 18:15:26.000 2022-11-30 02:55:03.000 2022-11-18 15:26:38 97.0 54.0 41.0 22.0 6.0 25.0 1542.0 2020-12-02 20:33:26.000 20.12.2 3.0 38.0 18 False xar 25.0 25.0 https://pypi.org/project/xar 252.0 252.0 3.0
235 233 snoop alexmojaki/snoop debugging A powerful set of Python debugging tools, based on PySnooper. https://github.com/alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000 2022-12-22 20:22:27.544 2022-12-22 13:48:56 431.0 32.0 19.0 16.0 22.0 28.0 920.0 4.0 22.0 18 True snoop conda-forge/snoop https://pypi.org/project/snoop 45384.0 45560.0 https://anaconda.org/conda-forge/snoop 2022-12-22 20:22:27.544 3359.0 3.0
236 234 pyheat csurfer/pyheat profiling pprofile + matplotlib = Python program profiled as an awesome heatmap!. https://github.com/csurfer/pyheat https://github.com/csurfer/pyheat MIT 2017-02-04 22:56:02.000 2021-09-18 20:16:24.000 2021-09-18 20:16:24 55.0 40.0 13.0 6.0 6.0 9.0 764.0 2018-12-06 03:59:34.000 0.0.6 6.0 5.0 18 False py-heat 58.0 52.0 https://pypi.org/project/py-heat 2071.0 2071.0 3.0 2018-12-06 03:59:34.000 6.0
237 235 pytest-docker avast/pytest-docker testing Docker-based integration tests. https://github.com/avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000 2023-02-12 10:13:02.000 2022-09-14 15:18:11 71.0 55.0 8.0 52.0 7.0 33.0 336.0 2022-04-09 19:12:33.000 0.12.0 11.0 16.0 18 True pytest-docker ['pytest'] https://pypi.org/project/pytest-docker 115040.0 115042.0 3.0 102.0
238 236 flake8-import-order PyCQA/flake8-import-order linters Flake8 plugin that checks import order against various Python Style Guides. https://github.com/PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000 2022-12-10 16:20:39.000 2022-12-10 16:20:39 292.0 68.0 9.0 100.0 10.0 90.0 268.0 11.0 46.0 18 True flake8-import-order conda-forge/flake8-import-order ['flake8'] https://pypi.org/project/flake8-import-order 331891.0 334872.0 https://anaconda.org/conda-forge/flake8-import-order 2022-11-28 21:20:05.953 232588.0 3.0
239 237 cohesion mschwager/cohesion code-metrics A tool for measuring Python class cohesion. https://github.com/mschwager/cohesion https://github.com/mschwager/cohesion GPL-3.0 2016-08-11 21:09:32.000 2023-03-08 23:21:52.058 2023-03-08 16:15:03 84.0 6.0 4.0 9.0 2.0 4.0 12.0 196.0 2023-03-08 16:22:18.671 1.1.0 10.0 3.0 18 True cohesion conda-forge/cohesion 12.0 https://pypi.org/project/cohesion 18595.0 18671.0 https://anaconda.org/conda-forge/cohesion 2023-03-08 23:21:52.058 1369.0 3.0 2019-07-10 16:08:05.000 12.0
240 238 pynt rags/pynt build-tools A pynt of Python build. https://github.com/rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000 2022-05-13 18:18:48.000 2019-10-04 19:05:46 128.0 18.0 11.0 10.0 6.0 13.0 157.0 2018-06-24 06:23:48.000 0.8.2 7.0 10.0 18 False pynt 143.0 115.0 https://pypi.org/project/pynt 9136.0 9136.0 3.0 2018-06-24 06:23:48.000 28.0
241 239 flake8-simplify MartinThoma/flake8-simplify linters A flake8 plugin that helps you to simplify code. https://github.com/MartinThoma/flake8-simplify https://github.com/MartinThoma/flake8-simplify MIT 2020-09-19 16:59:41.000 2023-04-20 23:00:31.000 2023-03-30 10:45:48 131.0 4.0 17.0 5.0 65.0 46.0 71.0 152.0 2022-07-28 16:33:54.000 0.19.3 20.0 12.0 18 True flake8-simplify conda-forge/flake8-simplify https://pypi.org/project/flake8-simplify 269559.0 270482.0 https://anaconda.org/conda-forge/flake8-simplify 2023-03-30 15:39:08.410 26788.0 3.0
242 240 dh-virtualenv spotify/dh-virtualenv virtual-envs Python virtualenvs in Debian packages. https://github.com/spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000 2023-03-18 20:07:34.000 2023-01-03 15:31:24 422.0 175.0 43.0 153.0 31.0 171.0 1562.0 60.0 17 True 3.0
243 241 Birdseye alexmojaki/birdseye debugging Graphical Python debugger which lets you easily view the values of all evaluated expressions. https://github.com/alexmojaki/birdseye https://github.com/alexmojaki/birdseye MIT 2017-07-22 18:49:20.000 2022-05-18 12:07:49.000 2022-05-18 12:07:17 415.0 74.0 42.0 48.0 20.0 34.0 1546.0 10.0 17 True birdseye https://pypi.org/project/birdseye 1261.0 1261.0 3.0
244 242 com2ann ilevkivskyi/com2ann refactoring Tool for translation type comments to type annotations in Python. https://github.com/ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2023-04-27 10:41:39.000 2023-04-27 10:41:39 41.0 3.0 9.0 6.0 28.0 7.0 19.0 131.0 2021-08-21 09:01:26.000 0.3.0 3.0 5.0 17 True com2ann 41.0 39.0 https://pypi.org/project/com2ann 11340.0 11340.0 3.0 2021-08-21 09:01:26.000 2.0
245 243 flake8-mypy ambv/flake8-mypy linters A plugin for flake8 integrating Mypy. https://github.com/ambv/flake8-mypy https://github.com/ambv/flake8-mypy MIT 2017-02-26 02:27:33.000 2020-06-19 16:51:36.000 2020-06-19 16:51:00 50.0 15.0 4.0 13.0 19.0 3.0 103.0 8.0 17 False flake8-mypy ['flake8'] 1574.0 1574.0 https://pypi.org/project/flake8-mypy 40404.0 40404.0 3.0
246 244 mkdocs-versioning zayd62/mkdocs-versioning documentation A tool that allows for versioning sites built with mkdocs. https://github.com/zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2021-08-01 15:51:53.000 2021-08-01 15:51:53 133.0 6.0 3.0 39.0 3.0 22.0 40.0 2021-02-11 10:24:35.000 0.4.0 6.0 5.0 17 False mkdocs-versioning ['mkdocs'] 56.0 56.0 https://pypi.org/project/mkdocs-versioning 2455.0 2455.0 3.0 2021-02-11 10:24:35.000
247 245 pyenv-installer pyenv/pyenv-installer virtual-envs This tool is used to install `pyenv` and friends. https://github.com/pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000 2023-04-02 13:29:37.000 2023-04-02 10:31:12 148.0 4.0 383.0 74.0 60.0 5.0 71.0 3622.0 39.0 16 True 3.0
248 246 reloadium reloadware/reloadium debugging ChatGPT, Hot Reloading and Profiling for Python. https://github.com/reloadware/reloadium https://github.com/reloadware/reloadium Apache-2.0 2022-01-15 03:01:41.000 2023-05-16 15:30:17.000 2023-05-16 15:30:16 47.0 5.0 41.0 24.0 23.0 11.0 90.0 2355.0 2.0 16 True reloadium https://pypi.org/project/reloadium 2756.0 2756.0 3.0
249 247 vex sashahart/vex virtual-envs Run a command in the named virtualenv. https://github.com/sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000 2021-10-30 20:12:27.000 2019-05-10 19:18:48 200.0 25.0 14.0 24.0 2.0 40.0 374.0 3.0 16 False vex 28.0 28.0 https://pypi.org/project/vex 533.0 533.0 3.0
250 248 tbvaccine skorokithakis/tbvaccine logging A small utility to pretty-print Python tracebacks. https://github.com/skorokithakis/tbvaccine https://github.com/skorokithakis/tbvaccine MIT 2016-08-27 17:31:59.000 2020-03-01 19:24:46.000 2020-03-01 19:24:44 80.0 12.0 5.0 18.0 7.0 13.0 366.0 2018-12-14 18:07:29.000 0.3.1 12.0 12.0 16 False tbvaccine 11.0 11.0 https://pypi.org/project/tbvaccine 1444.0 1444.0 3.0 2018-12-14 18:07:29.000
251 249 dlint dlint-py/dlint security Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. https://github.com/dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000 2023-04-11 15:03:37.804 2023-04-10 19:27:15 234.0 3.0 16.0 2.0 16.0 22.0 21.0 146.0 4.0 16.0 16 True dlint conda-forge/dlint https://pypi.org/project/dlint 153736.0 153879.0 https://anaconda.org/conda-forge/dlint 2023-04-11 15:03:37.804 2581.0 3.0
252 250 pep8ify spulec/pep8ify refactoring A library that modifies python source code to conform to pep8. https://github.com/spulec/pep8ify https://github.com/spulec/pep8ify Apache-2.0 2012-06-03 03:31:33.000 2019-03-08 03:06:14.000 2014-10-24 20:36:38 154.0 12.0 6.0 7.0 6.0 12.0 117.0 2014-10-24 20:36:57.000 0.0.13 13.0 6.0 16 False pep8ify 62.0 43.0 https://pypi.org/project/pep8ify 156.0 156.0 3.0 2014-10-24 20:36:57.000 19.0
253 251 imhotep justinabrahms/imhotep linters A static-analysis bot for Github. https://github.com/justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000 2022-04-12 18:58:29.000 2022-04-12 18:50:47 399.0 33.0 7.0 67.0 18.0 26.0 221.0 17.0 15 False imhotep 11.0 11.0 https://pypi.org/project/imhotep 48.0 48.0 3.0
254 252 massedit elmotec/massedit refactoring Programmatically edit text files with Python. Useful for source to source transformations. https://github.com/elmotec/massedit https://github.com/elmotec/massedit MIT 2012-03-11 16:18:30.000 2022-03-17 12:52:23.000 2020-12-23 02:11:17 178.0 15.0 6.0 7.0 3.0 5.0 107.0 2020-12-23 02:19:02.000 0.69.1 15.0 8.0 15 False massedit 7.0 https://pypi.org/project/massedit 1144.0 1144.0 3.0 2020-12-23 02:12:33.000 7.0 20.0
255 253 flake8-bandit tylerwince/flake8-bandit linters Automated security testing using bandit and flake8. https://github.com/tylerwince/flake8-bandit https://github.com/tylerwince/flake8-bandit MIT 2017-10-28 23:19:09.000 2022-08-29 13:47:29.000 2022-08-29 13:45:55 70.0 26.0 5.0 17.0 10.0 16.0 102.0 12.0 15 True flake8-bandit ['flake8'] https://pypi.org/project/flake8-bandit 515040.0 515040.0 3.0
256 254 yala cemsbr/yala linters Yet Another Linter Aggregator. https://github.com/cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000 2023-01-30 07:52:09.000 2023-01-30 07:50:18 198.0 5.0 2.0 136.0 1.0 11.0 14.0 2023-01-30 07:57:23.000 3.2.0 8.0 4.0 15 False yala ['flake8', 'pylint'] 49.0 49.0 https://pypi.org/project/yala 926.0 926.0 3.0
257 255 bellybutton hchasestevens/bellybutton linters Custom Python linting through AST expressions. https://github.com/hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000 2022-09-20 12:04:08.000 2021-07-15 00:42:02 33.0 13.0 4.0 21.0 8.0 6.0 255.0 5.0 14 False bellybutton 38.0 38.0 https://pypi.org/project/bellybutton 3673.0 3673.0 3.0
258 256 retype ambv/retype refactoring Re-apply type annotations from .pyi stubs to your codebase. https://github.com/ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000 2022-08-15 09:53:04.970 2022-08-14 07:12:06 109.0 19.0 5.0 28.0 15.0 133.0 2022-08-14 07:10:00.969 22.8.0 12.0 9.0 14 True retype conda-forge/retype 19.0 https://pypi.org/project/retype 585.0 932.0 https://anaconda.org/conda-forge/retype 2022-08-15 09:53:04.970 22257.0 3.0 2022-08-14 07:10:00.969 19.0
259 257 autoimport lyz-code/autoimport formatters Autoimport automatically fixes wrong import statements. https://github.com/lyz-code/autoimport https://github.com/lyz-code/autoimport GPL-3.0 2020-10-16 22:43:09.000 2023-03-24 11:32:06.000 2023-03-24 11:30:59 532.0 2.0 14.0 2.0 200.0 8.0 30.0 71.0 13.0 14 True autoimport 102.0 102.0 https://pypi.org/project/autoimport 4029.0 4029.0 3.0
260 258 universal-build ml-tooling/universal-build build-tools Universal build utilities for containerized build pipelines. https://github.com/ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000 2022-11-09 08:14:25.000 2022-09-15 18:19:20 395.0 7.0 5.0 34.0 3.0 19.0 2021-11-17 16:59:34.000 0.6.18 28.0 5.0 14 True universal-build 11.0 11.0 https://pypi.org/project/universal-build 202.0 202.0 3.0 18.0
261 259 subpar google/subpar packaging Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel. https://github.com/google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000 2022-12-27 14:53:53.000 2022-12-19 19:23:19 95.0 67.0 18.0 75.0 34.0 30.0 555.0 2019-05-14 20:14:05.000 2.0.0 5.0 16.0 13 True 3.0
262 260 pycycle bndr/pycycle linters Tool for pinpointing circular imports in Python. Find cyclic imports in any project. https://github.com/bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000 2022-01-15 20:44:01.000 2017-02-13 18:07:04 26.0 20.0 6.0 6.0 15.0 2.0 318.0 2.0 13 False pycycle 75.0 75.0 https://pypi.org/project/pycycle 3146.0 3146.0 3.0
263 261 freshenv raiyanyahya/freshenv virtual-envs Provision, share, manage local and cloud developer environments. https://github.com/raiyanyahya/freshenv https://github.com/raiyanyahya/freshenv MPL-2.0 2021-12-19 21:38:32.000 2023-03-03 20:00:09.000 2022-11-06 20:48:39 188.0 3.0 1.0 166.0 3.0 165.0 2022-08-09 15:40:30.000 3.0.0 5.0 3.0 13 True freshenv raiyanyahya/freshenv https://pypi.org/project/freshenv 88.0 88.0 https://anaconda.org/raiyanyahya/freshenv 3.0
264 262 pytest-play pytest-dev/pytest-play testing pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. https://github.com/pytest-dev/pytest-play https://github.com/pytest-dev/pytest-play Apache-2.0 2017-12-14 09:08:26.000 2019-08-20 15:57:27.000 2019-06-12 11:57:28 382.0 4.0 9.0 62.0 4.0 25.0 68.0 3.0 13 False pytest-play ['pytest'] 21.0 21.0 https://pypi.org/project/pytest-play 97.0 97.0 3.0
265 263 livepython agermanidis/livepython profiling Visually trace Python code in real-time. https://github.com/agermanidis/livepython https://github.com/agermanidis/livepython MIT 2017-10-03 00:19:59.000 2019-01-22 17:39:55.000 2017-11-14 21:27:52 20.0 168.0 78.0 4.0 11.0 15.0 2528.0 3.0 12 False 2.0 2.0 3.0
266 264 assertpy ActivisionGameScience/assertpy testing Simple assertion library for unit testing in python with a fluent API. https://github.com/ActivisionGameScience/assertpy https://github.com/ActivisionGameScience/assertpy BSD-3-Clause 2017-11-21 01:38:07.332 2020-07-19 15:23:26.710 2019-10-30 17:50:10 279.0 1.0 19.0 6.0 10.0 12 False assertpy conda-forge/assertpy https://pypi.org/project/assertpy 400167.0 400473.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 20228.0 3.0 -7.0
267 265 pipenv-pipes gtalarico/pipenv-pipes virtual-envs A PipEnv Environment Switcher. https://github.com/gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000 2022-12-08 02:07:55.000 2019-06-27 03:42:48 285.0 17.0 5.0 21.0 4.0 10.0 133.0 5.0 10 False pipenv-pipes https://pypi.org/project/pipenv-pipes 84.0 84.0 3.0
268 266 pyship jamesabel/pyship packaging pyship - ship Python desktop apps to end users. https://github.com/jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000 2023-04-30 19:29:43.000 2023-04-30 19:29:29 290.0 11.0 2.0 3.0 6.0 5.0 33.0 2.0 10 False pyship https://pypi.org/project/pyship 49.0 49.0 3.0
269 267 linty_fresh lyft/linty_fresh linters Surface lint errors during code review. https://github.com/lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000 2023-05-11 16:12:50.000 2022-12-13 04:09:02 54.0 19.0 20.0 61.0 4.0 1.0 184.0 18.0 9 False linty-fresh ['flake8', 'mypy'] https://pypi.org/project/linty-fresh 17.0 17.0 3.0

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_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/python/mypy">mypy</a></b> (🥇46 · 15K · 📈) - Optional static typing for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/spulec/freezegun">freezegun</a></b> (🥈33 · 3.7K · 📈) - Let your Python tests travel through time. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/jazzband/pip-tools">pip-tools</a></b> (🥈38 · 6.8K · 📈) - A set of tools to keep your pinned Python dependencies fresh. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> - <b><a href="https://github.com/FactoryBoy/factory_boy">factory_boy</a></b> (🥈31 · 3.1K · 📈) - A test fixtures replacement for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pytest-dev/pytest-asyncio">pytest-asyncio</a></b> (🥈33 · 1.1K · 📈) - Asyncio support for pytest. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code> - <b><a href="https://github.com/buildout/buildout">buildout</a></b> (🥉29 · 560 · 📈) - Buildout is a deployment automation tool written in and.. <code><a href="https://tldrlegal.com/search?q=ZPL-2.1">ZPL-2.1</a></code>
- <b><a href="https://github.com/pythonprofilers/memory_profiler">memory-profiler</a></b> (🥈29 · 3.9K · 📈) - Monitor Memory usage of Python code. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> - <b><a href="https://github.com/fabianp/memory_profiler">memory_profiler</a></b> (🥉26 · 3.8K · 💀) - Monitor Memory usage of Python code. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/pympler/pympler">pympler</a></b> (🥉25 · 1K · 💤) - Development tool to measure, monitor and analyze the memory.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> - <b><a href="https://github.com/paver/paver">paver</a></b> (🥉24 · 450 · 📈) - Python-based project scripting. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
## 📉 Trending Down ## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/python-poetry/poetry">poetry</a></b> (🥈36 · 25K · 📉) - Python packaging and dependency management made easy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/python/mypy">mypy</a></b> (🥇42 · 15K · 📉) - Optional static typing for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/PyCQA/autoflake">autoflake</a></b> (🥈22 · 760 · 📉) - Removes unused imports and unused variables as reported by pyflakes. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/pyutils/line_profiler">line_profiler</a></b> (🥉22 · 1.8K · 📉) - Line-by-line profiling for Python. <code>Unlicensed</code>
- <b><a href="https://github.com/buildout/buildout">buildout</a></b> (🥉22 · 560 · 📉) - Buildout is a deployment automation tool written in and.. <code>Unlicensed</code> - <b><a href="https://github.com/openstack/hacking">hacking</a></b> (🥉19 · 230 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/PyCQA/flake8-import-order">flake8-import-order</a></b> (🥉18 · 270 · 📉) - Flake8 plugin that checks import order against.. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code> - <b><a href="https://github.com/gabrielcnr/pytest-datadir">pytest-datadir</a></b> (🥉19 · 200 · 📉) - pytest plugin for manipulating test data directories.. <code>Unlicensed</code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/paver/paver">paver</a></b> (🥉15 · 450 · 📉) - Python-based project scripting. <code>Unlicensed</code> - <b><a href="https://github.com/ActivisionGameScience/assertpy">assertpy</a></b> (🥉12 · 19 · 💀) - Simple assertion library for unit testing in python with a fluent API. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
## Added Projects
_Projects that were recently added to this best-of list._
- <b><a href="https://github.com/charliermarsh/ruff">ruff</a></b> (🥇40 · 15K · ) - An extremely fast Python linter, written in Rust. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>