Merge pull request #3 from ml-tooling/update/2021.01.12

Best-of update: 2021.01.12
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## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/SCons/scons">scons</a></b> (🥉26 · ⭐ 1K · 📈) - SCons - a software construction tool. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/marcelotduarte/cx_Freeze">cx_Freeze</a></b> (🥈23 · ⭐ 630 · 📈) - Create standalone executables from Python scripts, with the.. <code><a href="http://bit.ly/35wkF7y">Python-2.0</a></code>
- <b><a href="https://github.com/beartype/beartype">beartype</a></b> (🥉16 · ⭐ 120 · 📈) - Unbearably fast O(1) runtime type-checking in pure Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/serge-sans-paille/gast">gast</a></b> (🥈27 · ⭐ 96 · 📉) - Python AST that abstracts the underlying Python version. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉23 · ⭐ 1.1K · 📉) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/mamba-org/mamba">mamba</a></b> (🥉23 · ⭐ 1K · 📉) - The Fast Cross-Platform Package Manager. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/python-security/pyt">pyt</a></b> (🥉22 · ⭐ 2K · 💤) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
- <b><a href="https://github.com/dephell/dephell">dephell</a></b> (🥉21 · ⭐ 1.7K · 📉) - Python project management. Manage packages: convert between formats,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
## Added Projects
_Projects that were recently added to this best-of list._
- <b><a href="https://github.com/tqdm/tqdm">tqdm</a></b> (🥇36 · ⭐ 17K · ) - A Fast, Extensible Progress Bar for Python and CLI. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pre-commit/pre-commit">pre-commit</a></b> (🥇31 · ⭐ 5.3K · ) - A framework for managing and maintaining multi-language pre-.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/getsentry/sentry-python">sentry-sdk</a></b> (🥇31 · ⭐ 830 · ) - The new Python SDK for Sentry.io. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/pypa/packaging">packaging</a></b> (🥇31 · ⭐ 260 · ) - Core utilities for Python packages. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/astanin/python-tabulate">tabulate</a></b> (🥈30 · ⭐ 660 · 💤) - Pretty-print tabular data in Python, a library and a command-line.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/borntyping/python-colorlog">colorlog</a></b> (🥈29 · ⭐ 660 · ) - A colored formatter for the python logging module. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥉28 · ⭐ 890 · ) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/WoLpH/python-progressbar">progressbar2</a></b> (🥉28 · ⭐ 670 · ) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/jazzband/prettytable">prettytable</a></b> (🥉28 · ⭐ 350 · ) - Display tabular data in a visually appealing ASCII.. <code><a href="https://tldrlegal.com/search?q=BSD-1-Clause">BSD-1-Clause</a></code>
- <b><a href="https://github.com/xolox/python-coloredlogs">python-coloredlogs</a></b> (🥉27 · ⭐ 390 · ) - Colored terminal output for Python's logging module. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/microsoft/playwright-python">playwright-python</a></b> (🥉25 · ⭐ 3.7K · 🐣) - Python version of the Playwright testing and.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/nestorsalceda/mamba">Mamba Test Runner</a></b> (🥉25 · ⭐ 450 · ) - The definitive testing tool for Python. Born under the.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/liiight/notifiers">notifiers</a></b> (🥉24 · ⭐ 1.8K · ) - The easy way to send notifications. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/rsalmei/alive-progress">alive-progress</a></b> (🥉24 · ⭐ 1.7K · ) - A new kind of Progress Bar, with real time throughput, eta.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/aristocratos/bpytop">Bpytop</a></b> (🥉23 · ⭐ 5.1K · 🐣) - Linux/OSX/FreeBSD resource monitor. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/shobrook/rebound">rebound</a></b> (🥉23 · ⭐ 3.4K · ) - Command-line tool that instantly fetches Stack Overflow results when.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/onelivesleft/PrettyErrors">PrettyErrors</a></b> (🥉19 · ⭐ 1.8K · ) - Prettify Python exception output to make it legible. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/cemsbr/yala">yala</a></b> (🥉17 · ⭐ 8 · ) - Yet Another Linter Aggregator. <code><a href="http://bit.ly/34MBwT8">MIT</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> <code><img src="https://www.pylint.org/ico/favicon.ico" style="display:inline;" width="13" height="13"></code>

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,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,conda_id,labels,pypi_id,fork_count,open_issue_count,closed_issue_count,commit_count,dependent_project_count,github_dependent_project_count,contributor_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,github_release_downloads,new_addition,trending,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads
0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2021-01-12 22:52:23.000,2021-01-12 22:47:33.000,2.0,2021-01-08 01:07:00.000,2021.01.08,2.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,39,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2021-01-11 11:24:50.000,2021-01-11 11:24:47.000,6903.0,2020-12-15 15:38:30.000,6.2.1,144.0,conda-forge/pytest,['pytest'],pytest,1606.0,606.0,3750.0,13312.0,403100.0,272516.0,689.0,https://pypi.org/project/pytest,2020-12-15 15:37:57.000,130584.0,11993806.0,12107486.0,https://anaconda.org/conda-forge/pytest,2021-01-10 20:05:32.223,6138720.0,1.0,,,,,,,,,
4,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,38,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2021-01-12 16:30:01.000,2021-01-11 19:31:03.000,6796.0,2020-12-15 15:44:25.000,20.3.3,99.0,conda-forge/pip,,pip,2134.0,893.0,4504.0,11239.0,59494.0,40828.0,576.0,https://pypi.org/project/pip,2020-12-15 15:44:25.000,18666.0,56825407.0,57121874.0,https://anaconda.org/conda-forge/pip,2020-12-15 16:43:45.488,16009219.0,1.0,,,,,,,,,
5,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,37,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2021-01-12 16:10:39.000,2021-01-12 16:08:45.000,3739.0,2021-01-07 16:17:19.000,3.4.3,141.0,conda-forge/sphinx,['sphinx'],sphinx,1399.0,786.0,4392.0,16642.0,228930.0,124394.0,607.0,https://pypi.org/project/sphinx,2021-01-07 16:17:19.000,104536.0,2162730.0,2210455.0,https://anaconda.org/conda-forge/sphinx,2021-01-07 17:29:49.988,2529449.0,1.0,,,,,,,,,
6,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,36,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2020-12-22 05:34:03.000,2020-12-22 05:34:02.000,21421.0,2020-11-15 04:19:27.000,2020.11.15,297.0,conda-forge/pipenv,,pipenv,1559.0,449.0,2842.0,7005.0,18003.0,15729.0,370.0,https://pypi.org/project/pipenv,2020-11-15 04:19:27.000,2274.0,1538329.0,1540686.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831,35364.0,1.0,,,,,,,,,
7,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,36,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MIT,2015-06-03 13:13:14.000,2021-01-12 14:01:46.000,2021-01-11 00:53:22.000,17049.0,2021-01-11 01:27:55.000,4.56.0,111.0,conda-forge/tqdm,,tqdm,879.0,272.0,491.0,1733.0,165808.0,139570.0,94.0,https://pypi.org/project/tqdm,2021-01-11 00:58:53.000,26238.0,9796532.0,9882471.0,https://anaconda.org/conda-forge/tqdm,2021-01-12 02:41:41.554,4720202.0,1.0,7340.0,True,,,,,,,
8,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,36,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2021-01-12 14:13:09.300,2021-01-08 18:10:08.000,6961.0,2020-12-19 01:19:27.000,5.8.0,83.0,conda-forge/psutil,,psutil,1074.0,161.0,1269.0,5672.0,94880.0,70214.0,156.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000,24666.0,12678703.0,12773169.0,https://anaconda.org/conda-forge/psutil,2021-01-12 14:13:09.300,5384565.0,1.0,,,,,,,,,
9,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,36,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2021-01-10 15:31:45.000,2021-01-10 15:31:37.000,4721.0,2020-12-25 10:34:25.000,0.18.0,30.0,conda-forge/jedi,,jedi,424.0,16.0,1184.0,8187.0,125318.0,109412.0,140.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000,15906.0,10160629.0,10233552.0,https://anaconda.org/conda-forge/jedi,2021-01-08 23:12:08.511,3719122.0,1.0,,,,,,,,,
10,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,36,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2021-01-11 07:19:07.000,2021-01-03 00:41:37.000,3653.0,2020-12-31 01:16:34.000,5.7.0,125.0,conda-forge/isort,,isort,375.0,23.0,868.0,3449.0,171938.0,147720.0,220.0,https://pypi.org/project/isort,2020-10-13 06:36:52.000,24218.0,5811991.0,5839002.0,https://anaconda.org/conda-forge/isort,2020-12-31 02:59:49.605,1458618.0,1.0,,,,,,,,,
11,mypy,https://github.com/python/mypy,,Optional static typing for Python 3 and 2 (PEP 484).,linters,35,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2021-01-12 20:39:46.000,2021-01-12 06:51:44.000,9705.0,,,77.0,conda-forge/mypy,,mypy,1567.0,1503.0,4466.0,9318.0,32046.0,25962.0,438.0,https://pypi.org/project/mypy,2020-10-09 16:54:29.000,6084.0,2165186.0,2181384.0,https://anaconda.org/conda-forge/mypy,2020-10-09 19:05:45.293,615551.0,1.0,,,,,,,,,
12,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,35,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000,2021-01-09 09:48:27.000,2021-01-09 09:48:25.000,3163.0,2020-08-21 09:15:44.000,2.6.0,88.0,conda-forge/pylint,,pylint,651.0,661.0,2523.0,5017.0,208922.0,171188.0,356.0,https://pypi.org/project/pylint,2020-08-21 09:15:44.000,37734.0,3393436.0,3419822.0,https://anaconda.org/conda-forge/pylint,2020-10-13 14:32:00.323,1398477.0,1.0,,,,,,,,,
13,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,34,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2021-01-12 16:33:05.000,2021-01-11 16:23:11.000,19116.0,2020-08-26 15:56:21.000,20.8b1,23.0,conda-forge/black,,black,1175.0,362.0,954.0,864.0,48407.0,42179.0,217.0,https://pypi.org/project/black,2020-08-26 15:52:03.000,6228.0,2511710.0,2541590.0,https://anaconda.org/conda-forge/black,2020-09-07 11:42:46.809,940722.0,2.0,10639.0,,,,,,,,
14,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,34,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2021-01-12 19:26:00.000,2021-01-12 09:19:40.000,2017.0,2021-01-08 18:07:44.000,3.21.0,105.0,conda-forge/tox,['pytest'],tox,331.0,147.0,929.0,1941.0,76353.0,39953.0,234.0,https://pypi.org/project/tox,2021-01-08 18:54:05.000,36400.0,1668306.0,1673388.0,https://anaconda.org/conda-forge/tox,2021-01-09 19:34:46.462,203309.0,1.0,,,,,,,,,
15,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2021-01-09 03:56:38.000,2021-01-09 03:56:36.000,1278.0,2021-01-09 02:03:22.000,51.1.2,412.0,conda-forge/setuptools,,setuptools,681.0,535.0,1170.0,,144164.0,86234.0,407.0,https://pypi.org/project/setuptools,2021-01-09 02:03:18.000,57930.0,71574691.0,71902510.0,https://anaconda.org/conda-forge/setuptools,2021-01-08 05:42:17.824,17702213.0,1.0,101.0,,,,,,,,
16,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,34,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2021-01-07 23:32:13.000,2021-01-07 23:32:08.000,1054.0,2020-10-02 23:34:01.000,3.8.4,76.0,conda-forge/flake8,,flake8,183.0,7.0,,1876.0,213355.0,142065.0,148.0,https://pypi.org/project/flake8,2020-10-02 23:34:01.000,71290.0,4396976.0,4430364.0,https://anaconda.org/conda-forge/flake8,2020-10-05 05:07:54.333,1836376.0,1.0,,,,,,,,,
17,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,33,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2020-12-21 02:00:08.000,2020-12-21 02:00:07.000,11374.0,2020-04-23 19:07:36.000,0.30.0,67.0,conda-forge/yapf,,yapf,755.0,291.0,364.0,1113.0,19395.0,15989.0,123.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000,3406.0,442647.0,451485.0,https://anaconda.org/conda-forge/yapf,2020-07-28 15:36:35.387,486096.0,2.0,,,,,,,,,
18,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,33,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2021-01-12 13:42:12.000,2020-12-27 20:14:43.000,11363.0,2020-05-14 15:18:01.000,1.1.2,44.0,conda-forge/mkdocs,['mkdocs'],mkdocs,1598.0,133.0,1328.0,1491.0,16020.0,10078.0,180.0,https://pypi.org/project/mkdocs,2020-05-14 15:18:01.000,5942.0,219434.0,221417.0,https://anaconda.org/conda-forge/mkdocs,2020-06-01 13:16:37.068,113043.0,1.0,,,,,,,,,
19,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,33,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2021-01-12 19:16:30.000,2021-01-11 17:30:09.000,5429.0,2020-09-01 18:21:46.000,3.2.2,51.0,conda-forge/robotframework,,robotframework,1549.0,188.0,3240.0,12690.0,4694.0,3286.0,131.0,https://pypi.org/project/robotframework,2020-11-30 19:27:10.000,1408.0,420382.0,421353.0,https://anaconda.org/conda-forge/robotframework,2020-09-03 11:47:40.885,34745.0,1.0,487.0,,,,,,,,
20,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,33,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2021-01-12 00:03:56.000,2021-01-12 00:03:48.000,4880.0,2021-01-08 22:46:03.000,hypothesis-python-6.0.0,793.0,conda-forge/hypothesis,,hypothesis,447.0,56.0,981.0,10416.0,9999.0,7383.0,241.0,https://pypi.org/project/hypothesis,2021-01-07 03:41:10.000,2616.0,693891.0,755650.0,https://anaconda.org/conda-forge/hypothesis,2021-01-09 00:46:02.561,3335000.0,1.0,,,,,,,,,
21,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,33,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2021-01-08 01:29:21.000,2021-01-07 18:35:38.000,4222.0,2020-05-11 20:02:52.000,2.6.0,11.0,conda-forge/pycodestyle,,pycodestyle,592.0,112.0,522.0,1199.0,135493.0,114263.0,124.0,https://pypi.org/project/pycodestyle,2020-05-11 20:02:52.000,21230.0,6401180.0,6436870.0,https://anaconda.org/conda-forge/pycodestyle,2020-05-12 17:42:46.576,1962978.0,1.0,,,,,,,,,
22,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,33,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2020-12-28 06:47:45.000,2020-12-28 06:47:37.000,3669.0,2020-08-02 04:28:37.000,1.5.4,64.0,conda-forge/autopep8,,autopep8,228.0,85.0,329.0,2672.0,71879.0,61695.0,47.0,https://pypi.org/project/autopep8,2020-08-02 04:28:37.000,10184.0,926885.0,933753.0,https://anaconda.org/conda-forge/autopep8,2020-08-02 05:22:52.912,377751.0,2.0,,,,,,,,,
23,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2021-01-12 02:01:55.000,2021-01-12 02:01:54.000,3578.0,2018-10-05 13:20:49.000,0.4.2,23.0,conda-forge/sphinx_rtd_theme,['sphinx'],sphinx_rtd_theme,1477.0,158.0,448.0,1187.0,23490.0,16.0,103.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,23474.0,903269.0,920481.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-01-05 13:49:54.682,912258.0,1.0,,,,,,,,,
24,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,32,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2021-01-09 19:44:01.000,2021-01-09 19:43:59.000,15938.0,2020-07-01 21:59:00.000,1.1.0,13.0,conda-forge/numpydoc,['sphinx'],numpydoc,5157.0,49.0,90.0,431.0,30278.0,22930.0,64.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000,7348.0,147233.0,161740.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384,696356.0,2.0,,,,,,,,,
25,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,A Material Design theme for MkDocs.,documentation,32,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2021-01-12 16:16:32.000,2021-01-12 16:14:50.000,5339.0,2021-01-09 12:46:07.000,6.2.4,178.0,conda-forge/mkdocs-material,['mkdocs'],mkdocs-material,1338.0,10.0,883.0,2943.0,6477.0,4975.0,97.0,https://pypi.org/project/mkdocs-material,2020-12-27 10:44:37.000,1502.0,220160.0,221314.0,https://anaconda.org/conda-forge/mkdocs-material,2021-01-09 20:54:19.407,23097.0,2.0,,,,,,,,,
26,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2021-01-09 11:33:05.000,2021-01-07 16:16:50.000,3969.0,2020-11-12 17:08:48.000,4.9.2,100.0,conda-forge/conda,,conda,980.0,1761.0,5968.0,15584.0,2104.0,,346.0,https://pypi.org/project/conda,2017-04-22 23:38:35.000,2104.0,20915.0,306739.0,https://anaconda.org/conda-forge/conda,2020-11-12 21:09:02.264,15148677.0,2.0,,,,,,,,,
27,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2021-01-12 11:24:13.000,2021-01-12 10:04:54.000,3792.0,2020-12-07 11:48:42.000,20.2.2,152.0,conda-forge/virtualenv,,virtualenv,878.0,51.0,1052.0,,34422.0,,171.0,https://pypi.org/project/virtualenv,2020-12-07 11:48:42.000,34422.0,7536020.0,7548089.0,https://anaconda.org/conda-forge/virtualenv,2021-01-10 15:01:56.816,555190.0,2.0,,,,,,,,,
28,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,32,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2021-01-06 14:58:41.830,2020-12-31 16:25:35.000,3128.0,2020-12-31 02:43:43.000,1.5.0,50.0,conda-forge/invoke,,invoke,278.0,299.0,354.0,3499.0,11305.0,6703.0,54.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000,4602.0,664067.0,667943.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830,220980.0,1.0,,,,,,,,,
29,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,32,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2021-01-12 14:55:17.000,2020-12-27 05:15:35.000,2907.0,2020-12-13 02:48:28.000,1.7.0,31.0,conda-forge/bandit,,bandit,298.0,162.0,362.0,1165.0,7948.0,5594.0,130.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000,2354.0,542823.0,544837.0,https://anaconda.org/conda-forge/bandit,2020-10-11 11:23:21.028,40299.0,1.0,4.0,,,,,,,,
30,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,32,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2021-01-12 13:58:08.000,2021-01-12 13:58:03.000,941.0,2020-08-14 17:21:19.000,2.10.1,38.0,conda-forge/pytest-cov,['pytest'],pytest-cov,134.0,91.0,186.0,791.0,118921.0,75527.0,62.0,https://pypi.org/project/pytest-cov,2020-08-14 17:21:19.000,43394.0,3917071.0,3951068.0,https://anaconda.org/conda-forge/pytest-cov,2020-08-14 18:57:30.679,1971859.0,2.0,,,,,,,,,
31,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2021-01-03 20:12:01.000,2021-01-03 20:12:00.000,366.0,2020-12-10 15:10:14.000,0.8.1,24.0,conda-forge/parso,,parso,62.0,7.0,79.0,1063.0,114659.0,103295.0,36.0,https://pypi.org/project/parso,2020-12-10 15:10:14.000,11364.0,10125502.0,10205471.0,https://anaconda.org/conda-forge/parso,2020-12-10 16:40:55.258,2958881.0,1.0,,,,,,,,,
32,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,32,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2021-01-04 19:45:07.000,2021-01-04 19:44:54.000,225.0,2020-12-13 18:09:07.000,0.36.2,64.0,conda-forge/wheel,,wheel,84.0,20.0,286.0,727.0,62544.0,,60.0,https://pypi.org/project/wheel,2020-12-13 18:09:07.000,62544.0,47538506.0,47804440.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429,14360470.0,1.0,,,,,,,,,
33,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,31,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2021-01-09 19:55:25.000,2021-01-06 13:10:09.000,13472.0,2020-10-23 20:54:00.000,1.1.4,132.0,conda-forge/poetry,,poetry,1057.0,972.0,1690.0,1667.0,64.0,,248.0,https://pypi.org/project/poetry,2020-10-23 20:54:00.000,64.0,860410.0,1000646.0,https://anaconda.org/conda-forge/poetry,2020-12-14 11:33:01.818,155736.0,2.0,4564413.0,,,,,,,,
34,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,31,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2020-12-31 08:04:34.000,2020-12-19 16:17:53.000,7866.0,2020-09-20 07:56:32.000,0.5.3,17.0,conda-forge/loguru,,loguru,352.0,33.0,300.0,545.0,5134.0,4792.0,28.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,342.0,580461.0,584222.0,https://anaconda.org/conda-forge/loguru,2020-10-10 00:51:36.057,86520.0,1.0,,,,,,,,,
35,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,31,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2021-01-12 20:14:17.000,2021-01-12 20:14:15.000,7566.0,2020-11-18 13:20:25.000,4.1,26.0,conda-forge/pyinstaller,,pyinstaller,1533.0,460.0,3490.0,7607.0,13668.0,13668.0,388.0,https://pypi.org/project/pyinstaller,2020-11-18 13:19:30.000,0.0,278151.0,289129.0,https://anaconda.org/conda-forge/pyinstaller,2020-11-18 19:08:25.369,185778.0,1.0,663344.0,,,,,,,,
36,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,31,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2021-01-11 11:49:49.321,2021-01-04 17:19:50.000,5326.0,2020-12-07 23:08:20.000,2.9.3,153.0,conda-forge/pre-commit,,pre-commit,403.0,24.0,991.0,1922.0,2136.0,,113.0,https://pypi.org/project/pre-commit,2020-11-26 02:40:52.000,2136.0,1141391.0,1159477.0,https://anaconda.org/conda-forge/pre-commit,2021-01-11 11:49:49.321,306967.0,1.0,1230.0,True,,,,,,,
37,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,31,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2021-01-11 21:58:47.000,2021-01-03 05:42:27.000,4679.0,2020-12-30 17:05:11.000,5.5.0,90.0,conda-forge/pip-tools,,pip-tools,406.0,118.0,580.0,1459.0,3252.0,,138.0,https://pypi.org/project/pip-tools,2020-12-30 17:05:11.000,3252.0,723666.0,724403.0,https://anaconda.org/conda-forge/pip-tools,2020-12-30 18:26:40.157,6635.0,2.0,,,,,,,,,
38,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,31,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2020-11-19 07:00:57.000,2020-11-19 07:00:56.000,2713.0,2020-09-05 16:30:35.000,1.0.0,55.0,conda-forge/freezegun,,freezegun,185.0,55.0,163.0,519.0,15327.0,6975.0,94.0,https://pypi.org/project/freezegun,2020-09-05 16:30:35.000,8352.0,1065317.0,1068192.0,https://anaconda.org/conda-forge/freezegun,2020-09-05 20:09:13.257,166760.0,2.0,,,,,,,,,
39,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,31,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2021-01-11 16:16:21.000,2020-10-21 09:03:20.000,1326.0,2020-10-01 14:13:50.000,0.13.4,37.0,conda-forge/ipdb,,ipdb,123.0,50.0,102.0,312.0,41042.0,24144.0,44.0,https://pypi.org/project/ipdb,2020-10-01 14:13:50.000,16898.0,787392.0,789851.0,https://anaconda.org/conda-forge/ipdb,2020-11-21 18:57:03.677,132792.0,1.0,,,,,,,,,
40,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,31,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2020-12-24 15:31:28.323,2020-12-23 14:13:30.000,1074.0,2020-12-24 11:05:10.000,3.3.0,41.0,conda-forge/twine,,twine,233.0,39.0,301.0,941.0,49873.0,32369.0,98.0,https://pypi.org/project/twine,2020-12-24 11:05:10.000,17504.0,813324.0,816959.0,https://anaconda.org/conda-forge/twine,2020-12-24 15:31:28.323,192680.0,2.0,,,,,,,,,
41,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,31,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2021-01-06 16:34:08.000,2021-01-05 16:04:38.000,976.0,2020-04-10 03:52:17.000,2.2.0,28.0,conda-forge/pyflakes,,pyflakes,135.0,92.0,318.0,504.0,101389.0,74891.0,74.0,https://pypi.org/project/pyflakes,2020-04-10 03:52:17.000,26498.0,4643125.0,4677543.0,https://anaconda.org/conda-forge/pyflakes,2020-04-10 13:58:22.845,1893022.0,2.0,,,,,,,,,
42,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,31,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000,2021-01-12 14:32:53.000,2021-01-12 14:32:52.000,831.0,2020-12-10 11:11:11.000,0.19.5,121.0,conda-forge/sentry-sdk,,sentry-sdk,171.0,112.0,342.0,1161.0,9451.0,8465.0,78.0,https://pypi.org/project/sentry-sdk,2020-11-19 16:41:33.000,986.0,2635169.0,2637475.0,https://anaconda.org/conda-forge/sentry-sdk,2020-12-10 12:35:18.064,56205.0,1.0,4080.0,True,,,,,,,
43,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,31,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000,2021-01-05 03:16:01.000,2021-01-04 20:58:43.000,262.0,2020-12-12 04:41:59.000,20.8,34.0,conda-forge/packaging,,packaging,129.0,46.0,125.0,475.0,190528.0,161328.0,59.0,https://pypi.org/project/packaging,2020-12-12 04:36:49.000,29200.0,17118031.0,17214156.0,https://anaconda.org/conda-forge/packaging,2020-12-12 15:04:34.863,5286809.0,1.0,39.0,True,,,,,,,
44,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,30,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2020-12-26 11:58:36.000,2020-10-04 08:13:41.000,4685.0,2020-10-06 22:15:19.000,0.9.52,49.0,conda-forge/pyautogui,,pyautogui,640.0,270.0,161.0,361.0,6151.0,5543.0,42.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000,608.0,241806.0,244513.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308,102903.0,2.0,,,,,,,,,
45,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,30,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2021-01-12 22:13:22.000,2021-01-11 16:25:05.000,4527.0,2021-01-02 21:47:28.000,2.10.0,100.0,conda-forge/buildbot,,buildbot,1505.0,640.0,625.0,21457.0,1126.0,234.0,776.0,https://pypi.org/project/buildbot,2021-01-02 21:50:22.000,892.0,3249.0,5007.0,https://anaconda.org/conda-forge/buildbot,2021-01-02 23:03:46.115,23685.0,2.0,13158.0,,,,,,,,
46,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2021-01-09 11:18:54.000,2020-12-28 08:48:43.000,2369.0,2018-05-05 15:05:40.000,2.11.1,36.0,conda-forge/factory_boy,,factory_boy,309.0,135.0,331.0,866.0,4256.0,,109.0,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,4256.0,1090252.0,1091247.0,https://anaconda.org/conda-forge/factory_boy,2020-10-05 10:08:00.894,51781.0,2.0,,,,,,,,,
47,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,30,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000,2021-01-08 07:50:39.000,2021-01-08 07:50:03.000,1404.0,2020-12-31 11:39:01.000,20.2.0,22.0,conda-forge/structlog,,structlog,130.0,31.0,136.0,777.0,4047.0,2841.0,69.0,https://pypi.org/project/structlog,2020-12-31 11:28:04.000,1206.0,481704.0,483248.0,https://anaconda.org/conda-forge/structlog,2021-01-04 12:27:27.303,83393.0,2.0,,,,,,,,,
48,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,30,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2021-01-11 05:40:29.145,2019-10-16 17:48:40.000,1396.0,2019-01-16 20:35:25.000,1.4.3,36.0,conda-forge/logbook,,logbook,155.0,54.0,125.0,1194.0,4361.0,2395.0,76.0,https://pypi.org/project/logbook,2019-01-16 20:35:25.000,1966.0,172435.0,173657.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145,26833.0,2.0,244.0,,,,,,,,
49,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,30,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2020-10-11 16:52:20.277,2016-03-04 01:16:26.000,1325.0,2015-06-02 09:12:36.000,1.3.7,14.0,conda-forge/nose,,nose,358.0,447.0,460.0,1004.0,187705.0,101231.0,95.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,86474.0,2154291.0,2182853.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,1599519.0,2.0,,,,,,,,,
50,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,30,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2021-01-11 19:20:47.000,2021-01-11 19:20:44.000,960.0,2021-01-10 22:17:10.000,3.5.1,50.0,conda-forge/pytest-mock,['pytest'],pytest-mock,87.0,10.0,83.0,388.0,19834.0,13654.0,50.0,https://pypi.org/project/pytest-mock,2021-01-10 22:17:10.000,6180.0,1542954.0,1555287.0,https://anaconda.org/conda-forge/pytest-mock,2021-01-11 11:41:18.792,665995.0,2.0,,,,,,,,,
51,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,30,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2020-12-30 00:48:21.000,2020-04-07 07:38:20.000,663.0,2020-03-22 17:02:41.000,0.8.7,23.0,conda-forge/tabulate,,tabulate,54.0,40.0,32.0,437.0,42733.0,34631.0,50.0,https://pypi.org/project/tabulate,2020-03-22 17:02:41.000,8102.0,8442567.0,8455006.0,https://anaconda.org/conda-forge/tabulate,2020-03-22 20:02:25.689,696632.0,2.0,,True,,,,,,,
52,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,30,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2020-12-15 12:07:15.000,2020-12-15 12:07:13.000,646.0,2020-12-14 12:15:22.000,2.2.0,54.0,conda-forge/pytest-xdist,['pytest'],pytest-xdist,139.0,173.0,220.0,836.0,20702.0,13360.0,70.0,https://pypi.org/project/pytest-xdist,2020-12-14 12:15:22.000,7342.0,2033562.0,2050693.0,https://anaconda.org/conda-forge/pytest-xdist,2020-12-14 15:51:37.434,925114.0,2.0,,,,,,,,,
53,coveralls-python,https://github.com/coveralls-clients/coveralls-python,,Show coverage stats online via coveralls.io.,testing,30,True,coveralls-clients/coveralls-python,https://github.com/coveralls-clients/coveralls-python,MIT,2013-02-06 20:48:39.000,2021-01-12 08:14:22.000,2021-01-12 01:52:56.000,447.0,2021-01-12 01:39:43.000,3.0.0,37.0,,['pytest'],coveralls,160.0,9.0,130.0,357.0,33101.0,16093.0,52.0,https://pypi.org/project/coveralls,2021-01-12 01:39:43.000,17008.0,271030.0,271030.0,,,,2.0,,,,,,,,,
54,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,30,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2021-01-06 11:33:39.000,2020-12-21 00:51:36.000,383.0,2020-12-13 15:24:58.000,3.1.1,44.0,conda-forge/pytest-html,['pytest'],pytest-html,156.0,72.0,175.0,375.0,7542.0,6558.0,43.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,984.0,902264.0,904294.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,89323.0,2.0,,,,,,,,,
55,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,29,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2021-01-11 17:19:32.000,2021-01-11 17:19:32.000,17494.0,2020-08-20 08:36:13.000,3.1.5,50.0,conda-forge/glances,,glances,1145.0,193.0,1111.0,3736.0,314.0,264.0,135.0,https://pypi.org/project/glances,2020-08-19 08:51:13.000,50.0,34710.0,36773.0,https://anaconda.org/conda-forge/glances,2020-03-10 23:31:03.583,119324.0,1.0,414.0,,,,,,,,
56,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,29,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2021-01-11 03:59:27.000,2021-01-10 23:09:09.000,1940.0,2017-09-02 18:52:28.000,2017.1.4,68.0,conda-forge/pudb,,pudb,167.0,138.0,122.0,905.0,3568.0,2142.0,68.0,https://pypi.org/project/pudb,2020-12-21 04:20:59.000,1426.0,726646.0,728277.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154,88099.0,1.0,,,,,,,,,
57,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,29,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2021-01-11 13:32:45.000,2021-01-11 13:32:44.000,1068.0,2020-10-07 16:08:59.000,0.18.0,19.0,conda-forge/rope,,rope,118.0,75.0,104.0,1868.0,27535.0,24603.0,60.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000,2932.0,134222.0,144567.0,https://anaconda.org/conda-forge/rope,2020-10-07 18:16:45.645,465525.0,1.0,,,,,,,,,
58,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,29,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2020-09-21 00:19:01.000,2020-09-19 00:07:00.000,737.0,2020-08-29 20:58:00.000,5.1.1,14.0,conda-forge/pydocstyle,,pydocstyle,144.0,65.0,186.0,693.0,17676.0,13756.0,71.0,https://pypi.org/project/pydocstyle,2020-08-29 20:56:43.000,3920.0,606035.0,611143.0,https://anaconda.org/conda-forge/pydocstyle,2020-08-30 00:38:13.707,275884.0,2.0,51.0,,,,,,,,
59,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,29,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2021-01-11 11:21:18.000,2021-01-11 11:21:17.000,657.0,2020-11-08 10:28:00.000,4.5.0,48.0,conda-forge/colorlog,,colorlog,68.0,12.0,49.0,169.0,12073.0,8407.0,28.0,https://pypi.org/project/colorlog,2020-11-09 09:28:57.000,3666.0,2801975.0,2807144.0,https://anaconda.org/conda-forge/colorlog,2021-01-09 09:32:45.756,294689.0,2.0,,True,,,,,,,
60,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,29,True,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2020-07-22 08:04:58.000,2020-01-10 23:50:18.000,587.0,2018-10-03 01:39:17.000,0.7.12,24.0,conda-forge/alabaster,['sphinx'],alabaster,151.0,75.0,50.0,350.0,53321.0,38423.0,28.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,14898.0,1890907.0,1923696.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,1770608.0,2.0,,,,,,,,,
61,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,29,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2020-12-30 23:50:52.000,2020-12-30 23:50:51.000,172.0,2020-12-30 23:17:52.000,1.4.2,28.0,,,typed_ast,44.0,4.0,72.0,167.0,10362.0,,19.0,https://pypi.org/project/typed_ast,2020-12-30 23:17:52.000,10362.0,5649289.0,5649289.0,,,,1.0,,,,,,,,,
62,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,28,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2020-12-28 18:13:10.000,2020-12-28 18:13:09.000,14132.0,2020-09-14 09:47:00.000,0.4.2,53.0,conda-forge/pysnooper,,pysnooper,872.0,17.0,89.0,288.0,380.0,334.0,25.0,https://pypi.org/project/pysnooper,2020-09-14 09:47:00.000,46.0,19707.0,21221.0,https://anaconda.org/conda-forge/pysnooper,2020-09-14 13:44:42.361,30284.0,2.0,,,,,,,,,
63,pipreqs,https://github.com/bndr/pipreqs,,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,dependency-managers,28,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2020-12-10 09:04:42.000,2020-05-18 23:46:19.000,3129.0,2019-11-14 11:06:56.000,0.4.10,38.0,conda-forge/pipreqs,,pipreqs,200.0,93.0,63.0,260.0,4451.0,3923.0,36.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000,528.0,34548.0,34915.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131,19094.0,3.0,,,,,,,,,
64,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,28,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2021-01-12 23:11:58.000,2021-01-12 17:07:29.000,1788.0,2020-12-16 00:15:53.000,2.1.24,113.0,,,pex,188.0,138.0,489.0,808.0,230.0,,95.0,https://pypi.org/project/pex,2020-12-16 00:11:35.000,230.0,56546.0,60008.0,,,,2.0,228497.0,,,,,,,,
65,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2020-12-30 20:02:44.000,2020-09-28 16:15:09.000,1173.0,2020-09-18 13:15:32.000,4.3.2,45.0,conda-forge/radon,,radon,84.0,20.0,124.0,501.0,2650.0,1552.0,41.0,https://pypi.org/project/radon,2020-09-18 13:15:32.000,1098.0,96002.0,96627.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841,24375.0,1.0,,,,,,,,,
66,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,28,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2020-10-14 13:54:16.000,2020-10-12 16:12:03.000,890.0,2020-10-12 16:26:53.000,2.0.1,19.0,conda-forge/python-json-logger,,python-json-logger,134.0,15.0,44.0,179.0,12401.0,11483.0,43.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000,918.0,1248811.0,1258460.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,434227.0,3.0,,True,,,,,,,
67,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,28,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2020-09-09 14:31:33.844,2020-09-09 13:26:11.000,669.0,2020-09-09 13:36:59.000,3.53.1,94.0,conda-forge/progressbar2,,progressbar2,89.0,8.0,175.0,867.0,9598.0,7402.0,38.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000,2196.0,521704.0,525837.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844,208882.0,3.0,1561.0,True,,,,,,,
68,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,28,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2020-12-01 01:03:16.000,2020-12-01 01:03:15.000,657.0,2020-06-23 22:10:28.000,0.14.0,18.0,conda-forge/pytest-asyncio,['pytest'],pytest-asyncio,74.0,59.0,91.0,157.0,10194.0,8166.0,26.0,https://pypi.org/project/pytest-asyncio,2020-06-23 22:10:28.000,2028.0,531046.0,537161.0,https://anaconda.org/conda-forge/pytest-asyncio,2020-10-30 17:49:56.641,269064.0,2.0,,,,,,,,,
69,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,28,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2021-01-08 04:56:58.938,2021-01-08 00:06:53.000,504.0,2021-01-08 00:09:39.000,4.26.0,52.0,conda-forge/breathe,,breathe,134.0,88.0,301.0,1344.0,5824.0,3816.0,87.0,https://pypi.org/project/breathe,2021-01-08 00:09:39.000,2008.0,43461.0,46747.0,https://anaconda.org/conda-forge/breathe,2021-01-08 04:56:58.938,167591.0,2.0,,,,,,,,,
70,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,28,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2020-11-29 22:09:57.000,2020-11-29 22:09:56.000,494.0,2020-11-23 23:15:47.000,20.11.1,29.0,conda-forge/flake8-bugbear,['flake8'],flake8-bugbear,36.0,32.0,48.0,151.0,3927.0,2887.0,32.0,https://pypi.org/project/flake8-bugbear,2020-11-23 23:15:47.000,1040.0,255366.0,265193.0,https://anaconda.org/conda-forge/flake8-bugbear,2020-11-24 05:42:24.272,167067.0,2.0,,,,,,,,,
71,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,28,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2020-12-14 03:19:38.747,2020-12-13 22:15:44.000,418.0,2020-12-13 22:17:40.000,5.0.1,47.0,conda-forge/setuptools_scm,,setuptools_scm,119.0,54.0,248.0,947.0,694.0,,77.0,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,694.0,7079822.0,7088909.0,https://anaconda.org/conda-forge/setuptools_scm,2020-12-14 03:19:38.747,527083.0,2.0,,,,,,,,,
72,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,28,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2020-11-23 03:29:18.000,2020-10-03 17:22:54.000,365.0,2017-01-26 22:13:14.000,0.6.1,11.0,conda-forge/mccabe,,mccabe,37.0,7.0,33.0,128.0,197146.0,166136.0,20.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000,31010.0,6480893.0,6517711.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536,2025037.0,1.0,,,,,,,,,
73,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,28,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2021-01-11 13:37:25.000,2020-11-23 13:46:36.000,353.0,2020-11-14 08:08:43.000,2.0.0,13.0,conda-forge/prettytable,,prettytable,51.0,10.0,25.0,299.0,13780.0,13780.0,25.0,https://pypi.org/project/prettytable,2020-11-14 08:08:43.000,0.0,1596418.0,1600517.0,https://anaconda.org/conda-forge/prettytable,2020-11-14 10:12:39.810,225460.0,3.0,,True,,,,,,,
74,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,28,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2020-11-25 21:07:11.000,2020-11-25 20:26:24.000,210.0,2020-11-12 11:18:09.000,4.0.0,36.0,,['flake8'],hacking,68.0,,,1039.0,8690.0,,175.0,https://pypi.org/project/hacking,2020-11-12 11:18:09.000,8690.0,53690.0,53690.0,,,,2.0,,,,,,,,,
75,Nuitka,https://github.com/Nuitka/Nuitka,,"Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",packaging,27,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2021-01-11 17:23:33.000,2021-01-11 17:20:36.000,3697.0,2020-12-07 11:50:19.000,0.6.10,125.0,conda-forge/nuitka,,nuitka,248.0,172.0,583.0,7107.0,54.0,,87.0,https://pypi.org/project/nuitka,2020-12-30 01:13:12.000,54.0,7364.0,11569.0,https://anaconda.org/conda-forge/nuitka,2021-01-10 20:42:29.666,239728.0,2.0,,,,,,,,,
76,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,27,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2021-01-12 10:46:50.000,2021-01-12 10:46:43.000,3192.0,2020-12-21 11:12:37.000,4.1.3,30.0,,,mimesis,268.0,12.0,270.0,1918.0,84.0,,106.0,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000,84.0,13382.0,13384.0,,,,2.0,136.0,,,,,,,,
77,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,27,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2021-01-11 20:43:37.000,2021-01-11 20:43:34.000,3043.0,2020-12-23 23:04:26.000,2020.12.23,82.0,conda-forge/pytype,,pytype,173.0,122.0,261.0,3982.0,88.0,,53.0,https://pypi.org/project/pytype,2020-12-23 23:04:26.000,88.0,35137.0,38356.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617,25757.0,2.0,,,,,,,,,
78,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2020-12-03 12:57:49.000,2020-12-03 12:57:47.000,2679.0,2018-08-16 03:16:49.000,0.54.0,52.0,,,memory_profiler,292.0,82.0,98.0,618.0,534.0,,83.0,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,110393.0,110393.0,,,,2.0,,,,,,,,,
79,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,27,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2020-12-31 09:47:08.000,2020-12-31 09:47:07.000,2409.0,2020-08-21 11:12:14.000,3.2.0,26.0,conda-forge/pyinstrument,,pyinstrument,92.0,18.0,51.0,407.0,339.0,203.0,22.0,https://pypi.org/project/pyinstrument,2020-09-09 18:00:59.000,136.0,67626.0,68787.0,https://anaconda.org/conda-forge/pyinstrument,2020-12-17 19:08:06.344,60391.0,2.0,,,,,,,,,
80,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,27,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2020-12-28 06:55:11.000,2018-03-15 16:54:31.000,1596.0,2016-11-25 22:13:29.000,4.0.515,36.0,,,diamond,592.0,226.0,128.0,3219.0,85.0,54.0,342.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,31.0,19085.0,19085.0,,,,2.0,,,,,,,,,
81,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,27,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2020-12-30 15:25:53.000,2020-10-21 22:30:57.000,1358.0,2020-10-21 22:32:26.000,1.3.1,91.0,conda-forge/prospector,,prospector,115.0,36.0,211.0,1051.0,3155.0,2017.0,67.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000,1138.0,68286.0,68689.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628,21401.0,2.0,,,,,,,,,
82,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,27,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2021-01-12 08:17:55.000,2021-01-12 08:17:51.000,1321.0,2020-07-29 16:50:22.000,0.14.1,48.0,,,wemake-python-styleguide,256.0,102.0,815.0,1516.0,242.0,235.0,130.0,https://pypi.org/project/wemake-python-styleguide,2020-07-29 15:43:28.000,7.0,17220.0,17220.0,,,,2.0,,,,,,,,,
83,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,27,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2021-01-12 15:03:49.000,2021-01-12 15:03:47.000,1142.0,,,7.0,conda-forge/pyelftools,,pyelftools,377.0,48.0,107.0,565.0,2546.0,1662.0,73.0,https://pypi.org/project/pyelftools,2019-12-05 13:39:36.000,884.0,399312.0,400281.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901,56237.0,2.0,,,,,,,,,
84,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,27,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2020-11-20 08:50:44.000,2020-11-20 08:50:43.000,1122.0,2020-08-19 09:18:57.000,2.1,39.0,conda-forge/vulture,,vulture,63.0,8.0,127.0,667.0,1153.0,793.0,25.0,https://pypi.org/project/vulture,2020-08-11 21:29:41.000,360.0,59496.0,60204.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,37558.0,2.0,,,,,,,,,
85,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,27,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2020-12-08 01:22:37.000,2020-09-01 16:32:08.000,943.0,2020-09-04 06:38:01.000,0.33.1,43.0,conda-forge/doit,,doit,112.0,65.0,185.0,1339.0,1112.0,646.0,50.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000,466.0,35522.0,36593.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103,39663.0,3.0,,,,,,,,,
86,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,27,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2021-01-11 20:29:46.000,2021-01-11 20:29:46.000,926.0,2021-01-11 04:10:50.000,1.10.2,36.0,conda-forge/safety,,safety,79.0,40.0,67.0,368.0,2138.0,1594.0,35.0,https://pypi.org/project/safety,2021-01-11 04:10:50.000,544.0,228623.0,230658.0,https://anaconda.org/conda-forge/safety,2021-01-11 13:52:07.584,11915.0,2.0,14407.0,,,,,,,,
87,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,27,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000,2021-01-03 17:10:37.000,2020-03-03 16:52:03.000,660.0,2020-02-02 00:58:56.000,0.9.2,25.0,conda-forge/nose2,,nose2,127.0,62.0,178.0,934.0,5298.0,3360.0,69.0,https://pypi.org/project/nose2,2020-02-02 00:58:56.000,1938.0,151491.0,152225.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,23507.0,2.0,,,,,,,,,
88,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,27,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2020-12-23 06:06:36.000,2020-12-09 16:11:46.000,558.0,2020-11-27 15:28:40.000,1.3.2,17.0,conda-forge/yappi,,yappi,38.0,10.0,30.0,635.0,989.0,349.0,21.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000,640.0,65815.0,67177.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992,58574.0,2.0,,,,,,,,,
89,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,27,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2020-12-23 02:40:21.000,2020-01-08 07:29:19.000,542.0,2019-12-10 01:50:33.000,0.8.1,14.0,conda-forge/astor,,astor,77.0,35.0,67.0,258.0,3756.0,,28.0,https://pypi.org/project/astor,2019-12-10 01:50:33.000,3756.0,1888248.0,1910797.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1014717.0,2.0,,,,,,,,,
90,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,27,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2021-01-12 09:07:20.984,2021-01-10 12:24:27.000,436.0,2021-01-10 12:27:12.000,2.4.2,48.0,conda-forge/pylint-django,['pylint'],pylint-django,93.0,20.0,142.0,529.0,13604.0,11358.0,55.0,https://pypi.org/project/pylint-django,2021-01-10 12:25:25.000,2246.0,240087.0,241408.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984,69526.0,2.0,160.0,,,,,,,,
91,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,27,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2020-12-10 13:10:51.000,2020-12-10 13:09:55.000,392.0,2018-04-29 22:06:15.000,9.3.1,62.0,,,coloredlogs,34.0,20.0,49.0,271.0,8605.0,6509.0,16.0,https://pypi.org/project/coloredlogs,2020-12-10 13:10:51.000,2096.0,551690.0,551690.0,,,,3.0,,True,,,,,,,
92,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,27,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2020-12-11 12:47:31.000,2020-05-15 02:47:02.000,379.0,2020-05-15 02:43:35.000,1.4.1,26.0,conda-forge/ddt,,ddt,93.0,16.0,29.0,206.0,5704.0,3220.0,32.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000,2484.0,126311.0,127452.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,52511.0,2.0,,,,,,,,,
93,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,27,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2020-11-26 20:25:06.000,2020-11-26 20:24:53.000,96.0,2020-08-07 21:45:21.000,0.4.0,16.0,conda-forge/gast,,gast,20.0,4.0,20.0,80.0,48517.0,45129.0,10.0,https://pypi.org/project/gast,2020-08-07 21:45:21.000,3388.0,3937978.0,3968042.0,https://anaconda.org/conda-forge/gast,2020-08-07 22:36:47.303,962077.0,2.0,,,-1.0,,,,,,
94,pyenv,https://github.com/pyenv/pyenv,,Simple Python version management.,virtual-envs,26,True,pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2021-01-11 17:11:37.000,2021-01-10 14:50:28.000,22019.0,2021-01-10 03:54:20.000,1.2.22,30.0,,,pyenv,1917.0,294.0,949.0,2353.0,1.0,,300.0,https://pypi.org/project/pyenv,2019-01-12 14:42:27.000,1.0,3945.0,3945.0,,,,2.0,,,,,,,,,
95,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,26,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2021-01-11 05:32:45.000,2021-01-06 18:25:58.000,6396.0,2020-02-24 06:04:00.000,0.3.3,26.0,,,py-spy,216.0,53.0,126.0,340.0,544.0,519.0,19.0,https://pypi.org/project/py-spy,2020-06-22 23:38:51.000,25.0,217660.0,217886.0,,,,3.0,4079.0,,,py-spy,,,,,
96,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,26,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2021-01-12 22:39:10.000,2021-01-12 22:39:03.000,6126.0,2021-01-11 16:49:17.000,1.1.101,185.0,,,,254.0,2.0,1173.0,2843.0,41.0,37.0,48.0,,,,,24579.0,,,,2.0,,,,,pyright,https://www.npmjs.com/package/pyright,2021-01-11 16:47:07.310,4.0,24579.0
97,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,26,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2021-01-12 20:13:45.000,2021-01-11 19:44:23.000,5125.0,2020-11-12 01:14:55.000,0.0.58,54.0,,,pyre-check,296.0,59.0,172.0,8320.0,23.0,,140.0,https://pypi.org/project/pyre-check,2020-11-12 01:14:55.000,23.0,5773.0,5773.0,,,,2.0,,,,,,,,,
98,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,26,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2021-01-08 15:51:12.000,2020-05-04 07:15:23.000,3118.0,2017-05-30 10:07:57.000,0.11.1,730.0,,,coala-bears,1363.0,852.0,2353.0,4469.0,82.0,10.0,473.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,72.0,5719.0,5720.0,,,,2.0,135.0,,,,,,,,
99,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,26,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2021-01-12 19:18:36.000,2021-01-12 19:18:29.000,1041.0,2019-08-08 15:19:16.000,3.1.2,14.0,conda-forge/scons,,scons,208.0,664.0,2616.0,6812.0,50.0,,129.0,https://pypi.org/project/scons,2019-12-17 02:49:51.000,50.0,91328.0,94354.0,https://anaconda.org/conda-forge/scons,2021-01-08 12:12:21.963,138528.0,3.0,341.0,,2.0,,,,,,
100,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,26,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2020-12-07 12:42:45.000,2020-12-07 12:38:07.000,760.0,2020-12-07 12:41:15.000,4.0.2,89.0,conda-forge/pytest-bdd,['pytest'],pytest-bdd,129.0,102.0,126.0,634.0,1361.0,1093.0,37.0,https://pypi.org/project/pytest-bdd,2020-12-07 12:41:15.000,268.0,55756.0,56642.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,17729.0,3.0,,,,,,,,,
101,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,26,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2020-11-02 10:37:20.000,2020-11-02 10:37:12.000,695.0,2020-01-10 10:25:10.000,3.2.3,39.0,conda-forge/pytest-benchmark,['pytest'],pytest-benchmark,62.0,62.0,74.0,953.0,2224.0,1494.0,29.0,https://pypi.org/project/pytest-benchmark,2020-01-10 10:25:10.000,730.0,119860.0,125516.0,https://anaconda.org/conda-forge/pytest-benchmark,2020-03-24 11:45:49.727,328080.0,3.0,,,,,,,,,
102,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,26,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2020-12-14 17:20:18.000,2020-12-14 17:20:18.000,680.0,2020-11-23 18:43:18.000,3.2.5,139.0,conda-forge/green,,green,73.0,12.0,158.0,1036.0,903.0,545.0,37.0,https://pypi.org/project/green,2020-11-23 18:43:18.000,358.0,9055.0,10636.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157,63263.0,3.0,,,,,,,,,
103,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,26,True,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2020-10-24 19:01:48.000,2020-10-24 18:04:51.000,660.0,2020-04-26 13:34:09.000,0.9.3,24.0,conda-forge/pytest-sugar,['pytest'],pytest-sugar,48.0,35.0,68.0,344.0,11150.0,6570.0,38.0,https://pypi.org/project/pytest-sugar,2020-04-26 13:34:09.000,4580.0,214985.0,217088.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029,86256.0,3.0,,,,,,,,,
104,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,26,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2020-12-30 21:40:44.000,2020-11-22 13:22:19.000,647.0,2019-04-18 20:10:18.000,0.10.2,25.0,conda-forge/pdbpp,,pdbpp,35.0,50.0,105.0,682.0,2792.0,1836.0,39.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000,956.0,68062.0,69255.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208,48951.0,2.0,,,,,,,,,
105,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,26,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000,2020-10-30 10:46:27.000,2020-10-23 23:38:43.000,516.0,2020-03-02 14:42:32.000,2.0.2,22.0,conda-forge/pyhamcrest,,pyhamcrest,79.0,10.0,40.0,531.0,3392.0,,34.0,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000,3392.0,1472852.0,1478428.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195,312277.0,3.0,,,,,,,,,
106,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,26,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2020-10-13 15:54:16.000,2020-10-13 15:54:13.000,500.0,2020-02-11 15:14:12.000,2.13.3,100.0,,,zc.buildout,170.0,138.0,184.0,1574.0,1974.0,,87.0,https://pypi.org/project/zc.buildout,2020-05-25 08:46:02.000,1974.0,90766.0,90766.0,,,,3.0,,,,,,,,,
107,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,26,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000,2021-01-06 20:13:32.270,2021-01-01 01:11:36.000,470.0,2021-01-01 01:16:23.000,2020.12.31,18.0,conda-forge/nox,['pytest'],nox,80.0,50.0,139.0,340.0,471.0,415.0,47.0,https://pypi.org/project/nox,2021-01-01 01:16:23.000,56.0,246908.0,247487.0,https://anaconda.org/conda-forge/nox,2021-01-06 20:13:32.270,15637.0,3.0,,,,,,,,,
108,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,26,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2020-12-21 10:53:12.000,2020-10-12 20:32:13.000,299.0,2020-06-21 06:33:28.000,1.11.1,28.0,conda-forge/sphinx-autodoc-typehints,['sphinx'],sphinx-autodoc-typehints,60.0,39.0,66.0,157.0,1380.0,,27.0,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000,1380.0,85047.0,88134.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2020-10-12 21:34:27.077,117329.0,2.0,,,,,,,,,
109,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,26,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2020-12-18 12:21:01.000,2020-11-05 11:21:34.000,297.0,2017-07-05 10:52:34.000,0.7.1,13.0,conda-forge/sphinx-autobuild,['sphinx'],sphinx-autobuild,48.0,10.0,44.0,276.0,4682.0,,17.0,https://pypi.org/project/sphinx-autobuild,2017-07-05 10:52:34.000,4682.0,121779.0,122583.0,https://anaconda.org/conda-forge/sphinx-autobuild,2020-12-16 17:57:16.464,36224.0,2.0,,,,,,,,,
110,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,26,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2021-01-05 20:59:00.000,2021-01-05 19:26:21.000,270.0,2020-06-16 23:48:52.000,0.11.1,21.0,conda-forge/pep8-naming,,pep8-naming,44.0,9.0,61.0,210.0,8518.0,5490.0,26.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000,3028.0,256268.0,259220.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929,174173.0,2.0,,,,,,,,,
111,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,26,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000,2020-11-24 14:50:18.057,2020-11-13 23:44:03.000,185.0,2020-11-14 01:36:41.000,0.8.0,16.0,conda-forge/pytest-mypy,['pytest'],pytest-mypy,31.0,8.0,32.0,202.0,1114.0,848.0,15.0,https://pypi.org/project/pytest-mypy,2020-11-14 01:36:41.000,266.0,97015.0,97596.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,6401.0,3.0,,,,,,,,,
112,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,25,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2021-01-12 15:55:30.000,2021-01-12 15:55:24.000,19128.0,2021-01-03 14:27:24.000,1.5,63.0,,,sqlmap,4096.0,44.0,4140.0,9671.0,8.0,,103.0,https://pypi.org/project/sqlmap,2021-01-03 14:25:31.000,8.0,5648.0,5648.0,,,,2.0,,,,,,,,,
113,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,25,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2021-01-12 23:05:00.000,2021-01-11 22:05:03.000,3701.0,2020-12-28 21:46:10.000,0.171.1,43.0,,,playwright,285.0,29.0,141.0,256.0,67.0,67.0,13.0,https://pypi.org/project/playwright,2020-12-28 21:47:53.000,0.0,14397.0,14397.0,,,,3.0,,True,,,,,,,
114,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,25,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2020-11-25 23:27:25.000,2020-11-19 15:52:01.000,3490.0,2020-01-12 22:11:51.000,3.0.2,8.0,conda-forge/line_profiler,,line_profiler,245.0,21.0,7.0,139.0,692.0,,20.0,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,692.0,197890.0,200501.0,https://anaconda.org/conda-forge/line_profiler,2020-11-21 01:07:52.592,146237.0,3.0,,,,,,,,,
115,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,25,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2020-12-29 05:34:09.000,2020-11-16 01:36:32.000,1624.0,2020-11-16 03:43:07.000,1.0.2,41.0,,,uiautomator,571.0,165.0,114.0,316.0,295.0,173.0,13.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,122.0,4525.0,4525.0,,,,3.0,,,,,,,,,
116,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,25,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2020-12-04 10:55:35.000,2020-11-19 11:50:56.000,1284.0,2020-04-08 08:04:11.000,3.0.0,38.0,conda-forge/flit,,flit,63.0,68.0,147.0,847.0,226.0,,41.0,https://pypi.org/project/flit,2020-09-06 10:57:48.000,226.0,35298.0,36712.0,https://anaconda.org/conda-forge/flit,2020-10-14 10:18:51.643,66475.0,3.0,,,,,,,,,
117,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,25,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2020-10-21 02:59:32.000,2020-10-18 16:56:10.000,1273.0,2020-10-06 16:13:40.000,0.12.10,449.0,,,pybuilder,230.0,83.0,388.0,1284.0,110.0,,35.0,https://pypi.org/project/pybuilder,2020-10-18 17:13:30.000,110.0,7009.0,7009.0,,,,3.0,,,,,,,,,
118,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,25,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2020-12-22 22:15:18.000,2020-10-15 19:16:49.000,722.0,2016-03-31 11:48:42.000,0.4.3,15.0,conda-forge/pympler,,pympler,67.0,32.0,46.0,443.0,478.0,,26.0,https://pypi.org/project/pympler,2020-10-14 20:27:50.000,478.0,97725.0,101242.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,161815.0,3.0,,,,,,,,,
119,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,25,False,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2020-05-13 20:22:32.000,2019-09-25 19:17:09.000,574.0,2019-03-29 17:36:17.000,0.7.0,55.0,,['sphinx'],sphinx-bootstrap-theme,180.0,47.0,78.0,393.0,2634.0,1862.0,37.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:36:17.000,772.0,24050.0,24050.0,,,,2.0,,,,,,,,,
120,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,25,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2021-01-09 11:48:40.000,2021-01-09 11:48:40.000,559.0,2020-10-19 08:18:56.000,2.10.0,37.0,conda-forge/typeguard,,typeguard,51.0,26.0,107.0,219.0,158.0,,16.0,https://pypi.org/project/typeguard,2020-10-19 08:18:56.000,158.0,554182.0,555195.0,https://anaconda.org/conda-forge/typeguard,2020-06-07 13:28:30.133,24312.0,3.0,,,,,,,,,
121,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,25,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2020-11-14 03:41:13.000,2019-06-15 20:36:43.000,532.0,2018-05-20 19:52:16.000,4.2.0,17.0,conda-forge/pytest-watch,['pytest'],pytest-watch,48.0,30.0,40.0,183.0,2153.0,1926.0,16.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,227.0,100827.0,101676.0,https://anaconda.org/conda-forge/pytest-watch,2020-10-13 03:33:27.252,30570.0,3.0,,,,,,,,,
122,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,25,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2020-11-17 20:29:45.000,2020-11-16 12:31:58.000,453.0,2020-11-16 12:36:24.000,0.11.2,21.0,,,mamba,61.0,45.0,52.0,468.0,220.0,,22.0,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,220.0,8723.0,8723.0,,,,3.0,,True,,,,,,,
123,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,25,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2020-12-29 19:27:26.000,2020-12-29 19:24:52.000,434.0,2017-12-31 01:13:41.000,1.3.4,28.0,conda-forge/paver,,paver,76.0,36.0,90.0,525.0,1876.0,,44.0,https://pypi.org/project/paver,2017-12-31 01:13:41.000,1876.0,18361.0,18753.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,19621.0,3.0,,,,,,,,,
124,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,25,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000,2020-12-27 17:36:41.000,2020-12-27 17:36:40.000,340.0,2019-08-04 15:14:24.000,1.3.1,36.0,conda-forge/autoflake,,autoflake,38.0,22.0,32.0,439.0,2389.0,1809.0,17.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,580.0,168850.0,171452.0,https://anaconda.org/conda-forge/autoflake,2019-04-25 16:08:45.978,54656.0,2.0,,,,,,,,,
125,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2021-01-04 16:36:49.618,2021-01-04 14:37:29.000,218.0,,,40.0,conda-forge/check-manifest,,check-manifest,29.0,14.0,69.0,515.0,5839.0,4035.0,18.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000,1804.0,105094.0,105811.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618,17930.0,2.0,,,,,,,,,
126,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,25,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2020-09-29 18:11:33.000,2019-12-22 18:11:19.000,154.0,2019-12-22 18:12:11.000,1.6.3,11.0,conda-forge/astunparse,,astunparse,34.0,14.0,21.0,86.0,11298.0,11116.0,10.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,182.0,2080167.0,2081341.0,https://anaconda.org/conda-forge/astunparse,2019-01-22 10:00:56.794,50513.0,3.0,,,,,,,,,
127,gdbgui,https://github.com/cs01/gdbgui,,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",debugging,24,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2020-12-21 03:07:33.000,2020-12-21 02:51:39.000,7768.0,2020-12-21 03:07:33.000,0.14.0.2,90.0,,,gdbgui,457.0,105.0,153.0,420.0,63.0,61.0,35.0,https://pypi.org/project/gdbgui,2020-12-21 02:53:00.000,2.0,9811.0,10143.0,,,,3.0,1992.0,,,,,,,,
128,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,24,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2021-01-02 12:26:41.000,2021-01-02 12:26:40.000,3842.0,2020-12-24 08:34:45.000,0.3.2,15.0,,,better-exceptions,193.0,29.0,40.0,96.0,74.0,,14.0,https://pypi.org/project/better-exceptions,2020-12-24 08:34:45.000,74.0,22342.0,22342.0,,,,3.0,,,,,,,,,
129,notifiers,https://github.com/liiight/notifiers,,The easy way to send notifications.,logging,24,True,liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2020-12-30 22:21:46.000,2020-12-30 22:21:45.000,1760.0,2019-10-05 13:00:41.000,1.2.1,26.0,,,notifiers,68.0,35.0,52.0,377.0,108.0,102.0,14.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000,6.0,192625.0,192625.0,,,,3.0,,True,,,,,,,
130,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, eta and very cool animations!.",logging,24,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2021-01-09 16:00:22.000,2021-01-08 01:36:09.000,1727.0,2021-01-08 01:37:28.000,1.6.2,19.0,conda-forge/alive-progress,,alive-progress,46.0,13.0,37.0,246.0,210.0,210.0,1.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000,0.0,17270.0,17760.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,5391.0,3.0,,True,,,,,,,
131,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,24,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2020-11-05 21:21:11.000,2020-11-05 21:21:09.000,1236.0,2020-09-17 01:55:39.000,0.9.0,8.0,conda-forge/bowler,,bowler,85.0,43.0,33.0,177.0,10.0,,26.0,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,10.0,34821.0,35151.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,8582.0,2.0,,,,,,,,,
132,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,24,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2020-12-22 14:28:14.000,2020-12-22 14:28:12.000,546.0,2020-05-16 12:35:26.000,0.4.2,16.0,conda-forge/asv,,asv,121.0,100.0,296.0,1887.0,161.0,117.0,53.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000,44.0,4766.0,10328.0,https://anaconda.org/conda-forge/asv,2020-12-11 12:30:25.113,267017.0,3.0,,,,,,,,,
133,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,24,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2021-01-03 02:37:16.000,2020-12-28 17:25:33.000,299.0,,,23.0,,,mypy-protobuf,51.0,14.0,49.0,195.0,195.0,171.0,25.0,https://pypi.org/project/mypy-protobuf,2020-06-18 21:38:10.000,24.0,203481.0,203481.0,,,,3.0,,,,,,,,,
134,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,24,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2021-01-04 16:54:08.000,2021-01-04 16:54:07.000,262.0,2020-11-16 10:02:15.000,3.5.0,20.0,,,pytest-randomly,21.0,6.0,27.0,322.0,107.0,,14.0,https://pypi.org/project/pytest-randomly,2020-11-16 10:02:15.000,107.0,240301.0,240301.0,,,,3.0,,,,,,,,,
135,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,24,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2021-01-11 00:23:04.000,2020-11-24 02:29:06.000,256.0,2020-11-24 02:49:27.000,1.5.8,45.0,conda-forge/darglint,,darglint,21.0,35.0,81.0,454.0,268.0,248.0,17.0,https://pypi.org/project/darglint,2020-11-24 02:49:27.000,20.0,42266.0,42711.0,https://anaconda.org/conda-forge/darglint,2020-11-24 05:07:32.192,7126.0,3.0,,,,,,,,,
136,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,24,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2021-01-04 16:44:40.000,2021-01-04 16:44:38.000,244.0,2020-12-19 10:49:01.000,3.3.1,25.0,conda-forge/flake8-comprehensions,['flake8'],flake8-comprehensions,12.0,10.0,28.0,306.0,714.0,,9.0,https://pypi.org/project/flake8-comprehensions,2020-12-19 10:49:01.000,714.0,179781.0,184605.0,https://anaconda.org/conda-forge/flake8-comprehensions,2020-12-20 00:33:24.687,241208.0,3.0,,,,,,,,,
137,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,24,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2020-10-20 13:40:35.000,2020-08-04 12:21:12.000,231.0,2019-03-04 08:39:11.000,0.18.1,34.0,conda-forge/flake8-import-order,['flake8'],flake8-import-order,58.0,8.0,83.0,274.0,1892.0,,40.0,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,1892.0,168289.0,171877.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,179418.0,3.0,,,,,,,,,
138,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,24,True,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2020-06-06 07:55:44.000,2020-05-12 23:46:18.000,120.0,2020-05-12 23:12:42.000,3.2.0,37.0,conda-forge/flake8-quotes,['flake8'],flake8-quotes,32.0,3.0,39.0,99.0,4091.0,2687.0,28.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000,1404.0,185003.0,187649.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431,137622.0,3.0,,,,,,,,,
139,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,24,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2021-01-02 09:31:59.000,2020-12-26 12:32:49.000,96.0,2020-09-16 09:18:09.000,0.22,38.0,,,py2app,6.0,131.0,192.0,594.0,5106.0,3464.0,24.0,https://pypi.org/project/py2app,2021-01-02 09:31:59.000,1642.0,8739.0,8739.0,,,,2.0,,,,,,,,,
140,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,23,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2021-01-11 20:53:19.000,2021-01-11 20:53:15.000,5065.0,2021-01-10 11:52:16.000,1.0.58,43.0,,,bpytop,183.0,23.0,157.0,349.0,,,26.0,https://pypi.org/project/bpytop,2021-01-10 11:52:16.000,,12391.0,12391.0,,,,3.0,,True,,,,,,,
141,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,23,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2020-11-08 14:27:24.000,2020-11-08 14:27:12.000,3707.0,2018-06-24 14:16:36.000,0.37.6,24.0,,,vprof,165.0,22.0,56.0,618.0,78.0,69.0,17.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,9.0,1657.0,1657.0,,,,3.0,,,,,,,,,
142,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872,2021-01-11 02:37:09.271,2021-01-04 03:14:37.000,3447.0,2021-01-04 16:34:49.000,3.13.2,161.0,conda-forge/rebound,,rebound,319.0,20.0,38.0,166.0,30.0,16.0,16.0,https://pypi.org/project/rebound,2021-01-04 16:34:49.000,14.0,1018.0,3084.0,https://anaconda.org/conda-forge/rebound,2021-01-11 02:37:09.271,90750.0,3.0,158.0,True,,,,,,,
143,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,23,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2021-01-04 20:33:05.000,2021-01-04 20:33:03.000,3219.0,2020-04-04 04:48:23.000,20.5.0,20.0,conda-forge/monkeytype,,monkeytype,119.0,29.0,100.0,261.0,147.0,113.0,35.0,https://pypi.org/project/monkeytype,2020-05-18 19:40:30.000,34.0,6339.0,7100.0,https://anaconda.org/conda-forge/monkeytype,2020-05-19 00:57:07.937,27404.0,2.0,,,,,,,,,
144,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,23,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2021-01-03 00:53:53.000,2021-01-03 00:53:52.000,1822.0,2020-11-12 20:35:38.000,6.1.0,3.0,,['pytest'],pytest-testinfra,263.0,107.0,192.0,631.0,,,101.0,https://pypi.org/project/pytest-testinfra,2020-11-12 20:35:38.000,,40435.0,40435.0,,,,3.0,,,,,,,,,
145,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,23,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2021-01-02 06:03:14.000,2021-01-01 18:48:26.000,1118.0,2020-10-31 13:10:42.000,0.2.5,14.0,,,stackprinter,31.0,9.0,12.0,159.0,40.0,36.0,6.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000,4.0,57911.0,57911.0,,,,3.0,,,-1.0,,,,,,
146,shiv,https://github.com/linkedin/shiv,,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",packaging,23,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2020-12-14 23:37:39.000,2020-12-14 23:37:34.000,1106.0,2020-10-19 03:49:16.000,0.4.0,53.0,,,shiv,62.0,26.0,54.0,177.0,10.0,,29.0,https://pypi.org/project/shiv,2020-10-19 03:49:16.000,10.0,3467.0,3473.0,,,,2.0,112.0,,,,,,,,
147,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,23,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2021-01-11 12:55:35.000,2021-01-11 12:55:34.000,1031.0,,,54.0,conda-forge/mamba,,,57.0,101.0,218.0,890.0,297.0,297.0,30.0,,,,,15221.0,https://anaconda.org/conda-forge/mamba,2020-12-16 16:29:16.056,334865.0,3.0,,,-2.0,,,,,,
148,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,23,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2021-01-09 00:57:50.000,2021-01-09 00:57:42.000,814.0,2021-01-04 01:02:33.000,6.6.0,217.0,,,pyarmor,110.0,11.0,405.0,2948.0,149.0,139.0,13.0,https://pypi.org/project/pyarmor,2021-01-04 01:02:33.000,10.0,18496.0,18496.0,,,,3.0,18.0,,,,,,,,
149,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,23,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000,2020-08-02 16:32:20.000,2019-04-10 18:20:19.000,751.0,2018-11-02 11:01:56.000,7.6.6,97.0,,,pylama,70.0,60.0,53.0,689.0,2558.0,2155.0,38.0,https://pypi.org/project/pylama,2018-11-02 11:01:56.000,403.0,48900.0,48900.0,,,,3.0,,,,,,,,,
150,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,23,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000,2021-01-12 23:20:12.000,2021-01-03 20:23:17.000,628.0,2021-01-10 05:04:44.000,6.5.post0,13.0,conda-forge/cx_freeze,,cx_freeze,141.0,71.0,522.0,925.0,153.0,,86.0,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,17892.0,19673.0,https://anaconda.org/conda-forge/cx_freeze,2021-01-05 08:47:35.640,42746.0,2.0,,,1.0,,,,,,
151,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2020-12-13 18:51:56.000,2019-08-11 17:42:44.000,506.0,2019-03-17 19:03:54.000,0.9.2,15.0,,,redbaron,64.0,59.0,46.0,1669.0,361.0,233.0,34.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,128.0,6370.0,6370.0,,,,2.0,,,,,,,,,
152,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,23,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000,2020-12-28 10:17:29.000,2020-12-27 18:10:35.000,194.0,2019-11-10 16:23:03.000,1.3.1,48.0,,,docformatter,27.0,18.0,22.0,441.0,580.0,470.0,15.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,110.0,22644.0,22644.0,,,,3.0,,,,,,,,,
153,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,23,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2021-01-12 08:40:55.000,2021-01-12 08:36:00.000,174.0,2020-10-12 08:27:22.000,1.0.0,10.0,,['flake8'],flake8-eradicate,6.0,2.0,23.0,266.0,72.0,,9.0,https://pypi.org/project/flake8-eradicate,2020-10-12 08:26:40.000,72.0,60285.0,60285.0,,,,3.0,,,,,,,,,
154,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,23,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2021-01-08 16:52:52.000,2021-01-08 12:12:59.000,161.0,2020-12-15 14:14:56.000,0.2.22,25.0,,,data-science-types,52.0,34.0,21.0,435.0,45.0,45.0,41.0,https://pypi.org/project/data-science-types,2020-12-15 12:21:44.000,0.0,5260.0,5260.0,,,,3.0,,,,,,,,,
155,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,23,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2021-01-12 19:21:35.000,2020-11-07 23:23:29.000,141.0,2020-11-08 11:19:26.000,0.10.1.0,5.0,,,py2exe,22.0,7.0,45.0,885.0,1152.0,979.0,12.0,https://pypi.org/project/py2exe,2020-11-08 11:19:44.000,173.0,16919.0,17234.0,,,,2.0,6941.0,,,,,,,,
156,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,23,False,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2020-12-09 08:41:47.000,2019-06-17 12:14:38.000,119.0,2018-03-19 16:49:31.000,2.0.0,19.0,,['flake8'],flake8-commas,18.0,4.0,25.0,165.0,1343.0,1196.0,9.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000,147.0,153640.0,153640.0,,,,3.0,,,,,,,,,
157,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,23,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2020-12-10 03:10:39.000,2020-11-21 19:17:17.000,112.0,2020-11-15 20:07:00.000,0.9.21,21.0,conda-forge/asteval,,asteval,26.0,3.0,40.0,359.0,702.0,464.0,15.0,https://pypi.org/project/asteval,2020-11-15 20:07:00.000,238.0,40795.0,42873.0,https://anaconda.org/conda-forge/asteval,2019-10-23 14:59:12.733,106005.0,3.0,,,,,,,,,
158,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,23,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2020-08-11 09:43:27.627,2020-08-11 08:04:26.000,97.0,2020-07-08 08:06:12.000,4.0.0,31.0,conda-forge/flake8-isort,['flake8'],flake8-isort,33.0,7.0,37.0,257.0,3299.0,2371.0,28.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000,928.0,134319.0,134960.0,https://anaconda.org/conda-forge/flake8-isort,2020-08-11 09:43:27.627,9617.0,3.0,,,,,,,,,
159,Scalene,https://github.com/emeryberger/scalene,,"Scalene: a high-performance, high-precision CPU and memory profiler for Python.",profiling,22,True,emeryberger/scalene,https://github.com/emeryberger/scalene,Apache-2.0,2019-12-17 20:56:28.000,2021-01-02 20:20:05.000,2021-01-02 20:20:04.000,3424.0,2020-12-09 19:58:56.000,1.1.12,85.0,,,scalene,120.0,20.0,53.0,803.0,21.0,21.0,16.0,https://pypi.org/project/scalene,2020-12-09 23:42:11.000,0.0,1572.0,1572.0,,,,3.0,,,,,,,,,
160,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,True,python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06.000,2005.0,2018-11-01 16:02:57.000,0.42,15.0,,,python-taint,224.0,18.0,75.0,1576.0,46.0,35.0,22.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,11.0,1010.0,1012.0,,,,3.0,53.0,,-1.0,,,,,,
161,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,22,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2021-01-06 18:11:49.000,2021-01-04 17:13:58.000,740.0,2020-11-11 00:07:02.000,2.7.4,82.0,conda-forge/pyupgrade,,pyupgrade,48.0,22.0,129.0,541.0,10.0,,11.0,https://pypi.org/project/pyupgrade,2020-11-11 00:07:02.000,10.0,34137.0,40067.0,https://anaconda.org/conda-forge/pyupgrade,2020-11-11 12:49:43.382,142325.0,3.0,,,,,,,,,
162,pdoc,https://github.com/mitmproxy/pdoc,,A simple command line tool and library to auto generate API documentation for Python libraries.,documentation,22,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2020-05-05 22:00:00.000,2020-04-12 21:22:02.000,695.0,2016-03-23 17:58:45.000,0.3.2,36.0,,,pdoc,97.0,60.0,73.0,287.0,566.0,278.0,23.0,https://pypi.org/project/pdoc,2016-03-23 17:58:45.000,288.0,3374.0,3374.0,,,,3.0,,,,,,,,,
163,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,22,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2020-12-11 22:56:39.000,2020-12-11 22:53:20.000,664.0,2020-07-03 08:11:24.000,2.5.1,20.0,,,pynsist,95.0,23.0,123.0,532.0,88.0,,26.0,https://pypi.org/project/pynsist,2020-11-05 21:10:48.000,88.0,1120.0,1120.0,,,,3.0,,,,,,,,,
164,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,22,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2020-11-01 12:46:34.000,2020-10-24 10:26:58.000,578.0,2020-10-24 15:25:27.000,3.3.1,41.0,,,hunter,25.0,33.0,44.0,900.0,87.0,53.0,6.0,https://pypi.org/project/hunter,2020-10-24 15:25:27.000,34.0,5630.0,5630.0,,,,3.0,,,,,,,,,
165,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,22,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2020-08-05 15:07:23.000,2020-08-05 15:07:10.000,460.0,2020-08-05 15:08:20.000,1.0.3,31.0,conda-forge/pytest-testmon,['pytest'],pytest-testmon,25.0,36.0,71.0,271.0,296.0,247.0,16.0,https://pypi.org/project/pytest-testmon,2019-11-27 13:50:53.000,49.0,24901.0,25656.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,26438.0,3.0,,,,,,,,,
166,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,22,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2021-01-04 07:20:57.000,2020-11-03 22:08:37.000,232.0,2020-11-03 22:11:18.000,1.3.2,12.0,,,interrogate,17.0,11.0,16.0,122.0,308.0,308.0,8.0,https://pypi.org/project/interrogate,2020-11-03 22:11:18.000,,18209.0,18209.0,,,,3.0,,,,,,,,,
167,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2020-10-20 18:00:58.207,2018-06-28 13:35:12.000,59.0,2018-08-16 03:16:49.000,0.54.0,52.0,conda-forge/memory_profiler,,memory_profiler,11.0,,,500.0,534.0,,61.0,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,110393.0,112194.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207,100871.0,3.0,,,,,,,,,
168,pipx,https://github.com/pipxproject/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,21,True,pipxproject/pipx,https://github.com/pipxproject/pipx,MIT,2018-10-06 18:47:46.000,2021-01-12 07:18:18.000,2021-01-12 07:16:18.000,3066.0,2020-10-17 22:50:20.000,0.15.6.0,40.0,,,pipx,139.0,75.0,274.0,398.0,2.0,,53.0,https://pypi.org/project/pipx,2020-10-17 22:48:10.000,2.0,20837.0,20837.0,,,,3.0,,,,,,,,,
169,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,21,True,dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39.000,1668.0,2020-04-28 06:31:17.000,.0.8.3,30.0,,,dephell,92.0,100.0,161.0,2145.0,8.0,,37.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,8.0,2949.0,2954.0,,,,3.0,108.0,,-1.0,,,,,,
170,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,21,True,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2021-01-11 06:24:57.000,2020-08-26 00:32:16.000,1666.0,2017-11-22 14:27:35.000,2.7.0,37.0,,,sixpack,181.0,73.0,125.0,828.0,11.0,8.0,55.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,3.0,133.0,133.0,,,,3.0,,,,,,,,,
171,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,21,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2020-12-04 19:43:52.000,2020-12-04 19:43:26.000,1421.0,2020-12-02 20:41:20.000,20.12.2,3.0,,,xar,45.0,8.0,21.0,53.0,12.0,12.0,21.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,171.0,171.0,,,,3.0,,,,,,,,,
172,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,21,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2019-12-20 19:59:53.000,2019-12-20 19:59:49.000,734.0,2018-07-25 01:42:48.000,0.6.0,11.0,,,pycco,126.0,26.0,28.0,222.0,305.0,199.0,36.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,106.0,957.0,957.0,,,,3.0,,,,,,,,,
173,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,21,True,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2020-03-15 09:15:49.000,2020-02-10 02:47:14.000,252.0,2019-02-25 23:55:38.000,0.8,18.0,,,baron,48.0,41.0,29.0,1489.0,222.0,130.0,31.0,https://pypi.org/project/baron,2018-10-29 00:43:39.000,92.0,6577.0,6577.0,,,,3.0,,,,,,,,,
174,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,21,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2020-11-12 15:11:07.000,2020-09-22 09:13:51.000,184.0,2020-09-22 09:28:03.000,0.10.1,13.0,,['pytest'],pytest-docker,32.0,16.0,13.0,56.0,14.0,,9.0,https://pypi.org/project/pytest-docker,2020-09-22 09:28:03.000,14.0,12422.0,12427.0,,,,3.0,66.0,,,,,,,,
175,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,21,True,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2020-01-30 01:07:19.000,2020-01-26 03:27:03.000,148.0,2020-01-11 00:04:02.000,1.6.2,31.0,,['sphinx'],releases,36.0,28.0,42.0,520.0,1013.0,307.0,10.0,https://pypi.org/project/releases,2020-01-11 00:04:02.000,706.0,4857.0,4857.0,,,,3.0,,,,,,,,,
176,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,False,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2020-09-30 08:09:38.000,2019-12-31 16:45:20.000,87.0,2019-12-31 16:44:58.000,0.2.1,10.0,conda-forge/dodgy,,dodgy,15.0,8.0,2.0,64.0,1705.0,1181.0,11.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,524.0,68552.0,68947.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,20986.0,3.0,,,,,,,,,
177,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,21,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2020-10-26 15:39:53.000,2020-08-11 08:34:28.000,58.0,2020-05-14 10:45:01.000,1.5.3,23.0,conda-forge/flake8-builtins,['flake8'],flake8-builtins,15.0,2.0,30.0,209.0,2027.0,1515.0,13.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,512.0,137790.0,139834.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,102246.0,3.0,,,,,,,,,
178,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,21,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2021-01-07 06:30:51.000,2021-01-07 06:30:50.000,55.0,,,4.0,conda-forge/pylint-flask,['pylint'],pylint-flask,7.0,3.0,5.0,39.0,4345.0,4245.0,6.0,https://pypi.org/project/pylint-flask,2016-08-27 23:02:08.000,100.0,84518.0,85336.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,43362.0,3.0,,,,,,,,,
179,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,20,True,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2020-08-24 01:31:58.000,2020-08-24 01:31:58.000,3001.0,2017-06-28 06:10:16.000,0.1.3,3.0,,,profiling,113.0,15.0,20.0,433.0,34.0,29.0,18.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,5.0,3959.0,3959.0,,,,3.0,,,,,,,,,
180,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,20,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2020-12-24 21:02:34.000,2017-03-13 17:42:17.000,2510.0,,,13.0,,,pyrasite,185.0,36.0,14.0,274.0,31.0,26.0,20.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,5.0,7573.0,7573.0,,,,3.0,,,,,,,,,
181,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,20,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2020-11-24 21:06:25.000,2020-11-10 12:27:42.000,1161.0,2019-09-16 15:37:03.000,1.2.0,9.0,,,pyannotate,40.0,24.0,33.0,93.0,78.0,56.0,15.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,22.0,883.0,883.0,,,,3.0,,,,,,,,,
182,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,20,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2020-12-08 17:21:33.000,2020-12-08 17:21:32.000,315.0,2020-03-09 15:14:43.000,0.11.0,13.0,,,dlint,13.0,20.0,12.0,201.0,18.0,,7.0,https://pypi.org/project/dlint,2020-10-30 20:40:39.000,18.0,10369.0,10369.0,,,,3.0,,,,,,,,,
183,mkdocstrings,https://github.com/pawamoy/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,pawamoy/mkdocstrings,https://github.com/pawamoy/mkdocstrings,ISC,2019-12-09 18:09:09.000,2021-01-12 18:33:11.000,2021-01-12 18:30:50.000,270.0,2021-01-06 21:43:56.000,0.14.0,34.0,,['mkdocs'],mkdocstrings,29.0,43.0,101.0,340.0,0.0,,18.0,https://pypi.org/project/mkdocstrings,2021-01-06 21:43:56.000,0.0,10459.0,10459.0,,,,3.0,,,,,,,,,
184,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,20,False,ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332,2020-07-19 15:23:26.710,2019-10-30 17:50:10.000,248.0,,,13.0,conda-forge/assertpy,,assertpy,47.0,,,279.0,124.0,,10.0,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,124.0,42242.0,42503.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,9926.0,3.0,,,,,,,,,
185,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,20,True,life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40.000,207.0,2021-01-11 18:40:32.000,0.9.0,28.0,,['flake8'],flakehell,25.0,4.0,,368.0,0.0,,15.0,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000,0.0,10027.0,10030.0,,,,3.0,50.0,,,,,,,,
186,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,20,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2020-09-16 11:20:09.000,2020-09-16 11:20:01.000,177.0,2019-10-08 16:24:35.000,0.7.1,17.0,conda-forge/xenon,,xenon,15.0,6.0,23.0,100.0,235.0,173.0,7.0,https://pypi.org/project/xenon,2020-09-16 09:47:41.000,62.0,11587.0,11832.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,9561.0,3.0,,,,,,,,,
187,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,20,True,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2020-02-01 18:49:47.818,2020-02-01 17:56:35.000,161.0,2019-11-20 10:54:24.000,0.6.3,12.0,conda-forge/pytest-lazy-fixture,['pytest'],pytest-lazy-fixture,11.0,12.0,19.0,92.0,267.0,236.0,7.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,31.0,44018.0,48793.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,214877.0,3.0,,,,,,,,,
188,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,20,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2021-01-06 17:14:12.000,2020-07-23 01:35:13.000,161.0,2020-07-23 01:35:39.000,0.5.8,22.0,,['mkdocs'],mkdocs-pdf-export-plugin,25.0,29.0,41.0,68.0,107.0,103.0,9.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000,4.0,4501.0,4501.0,,,,3.0,,,,,,,,,
189,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,20,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2021-01-02 00:38:05.000,2021-01-02 00:37:37.000,159.0,2021-01-02 00:37:56.000,2.0.2,29.0,,,add-trailing-comma,11.0,,29.0,198.0,14.0,,9.0,https://pypi.org/project/add-trailing-comma,2021-01-02 00:37:56.000,14.0,2733.0,2733.0,,,,3.0,,,,,,,,,
190,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,20,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2020-11-22 23:34:25.000,2019-10-22 13:19:39.000,129.0,2019-10-22 13:04:22.000,1.3.1,9.0,conda-forge/pytest-datadir,['pytest'],pytest-datadir,17.0,3.0,11.0,71.0,330.0,278.0,7.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,52.0,42356.0,43531.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,59936.0,3.0,,,,,,,,,
191,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,20,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2020-12-22 01:59:58.000,2020-12-22 01:43:41.000,119.0,2020-12-22 02:04:30.000,2.5.0,16.0,,['mkdocs'],mkdocs-awesome-pages-plugin,17.0,2.0,30.0,53.0,300.0,255.0,2.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000,45.0,9259.0,9259.0,,,,3.0,,,,,,,,,
192,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,20,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000,2020-10-06 12:45:07.000,2020-10-01 09:23:01.000,111.0,2020-10-01 09:33:03.000,2.0.0,16.0,,,eradicate,18.0,4.0,13.0,164.0,156.0,,7.0,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000,156.0,67823.0,67823.0,,,,3.0,,,,,,,,,
193,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,20,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2020-07-25 16:32:38.063,2020-07-25 16:06:31.000,81.0,2020-07-25 16:07:56.000,0.2.1,9.0,conda-forge/flake8-black,['flake8'],flake8-black,7.0,4.0,13.0,85.0,557.0,539.0,4.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000,18.0,74263.0,77445.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063,60464.0,3.0,,,,,,,,,
194,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,20,True,tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2020-12-29 20:50:06.000,2020-08-29 05:51:08.000,57.0,2019-10-08 03:58:31.000,2.1.2,11.0,,['flake8'],flake8-bandit,13.0,3.0,7.0,44.0,132.0,,5.0,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000,132.0,65847.0,65847.0,,,,3.0,,,,,,,,,
195,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,20,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2020-11-05 16:46:00.000,2019-08-07 13:44:00.000,53.0,2013-06-22 15:34:37.000,0.1.5,10.0,,,unify,10.0,6.0,3.0,69.0,206.0,191.0,5.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,15.0,13992.0,13992.0,,,,3.0,,,,,,,,,
196,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,19,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-01-05 04:22:45.000,2020-12-27 21:49:39.000,1763.0,2020-11-24 01:10:26.000,1.2.19,42.0,,,pretty_errors,56.0,,24.0,119.0,0.0,,4.0,https://pypi.org/project/pretty_errors,2020-11-24 01:10:26.000,0.0,6141.0,6141.0,,,,3.0,,True,,,,,,,
197,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,19,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2020-11-17 20:56:21.000,2020-11-17 20:56:15.000,1668.0,2019-10-26 03:38:01.000,2.0.0,13.0,,,icecream,34.0,9.0,26.0,176.0,2.0,,9.0,https://pypi.org/project/icecream,2019-10-26 03:30:15.000,2.0,2906.0,2906.0,,,,3.0,,,,,,,,,
198,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,19,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2021-01-06 19:22:43.000,2020-10-31 06:49:18.000,692.0,2020-06-13 05:04:03.000,1.4.0,23.0,,,portray,50.0,18.0,20.0,201.0,4.0,,11.0,https://pypi.org/project/portray,2020-06-13 05:04:03.000,4.0,3055.0,3055.0,,,,3.0,,,,,,,,,
199,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,19,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2020-10-31 17:54:07.000,2020-10-01 23:10:22.000,630.0,2020-09-02 06:33:11.000,1.19.0,45.0,,,wily,34.0,28.0,47.0,686.0,8.0,,14.0,https://pypi.org/project/wily,2020-09-02 06:33:11.000,8.0,1924.0,1924.0,,,,3.0,,,,,,,,,
200,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,19,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2020-12-18 17:41:21.000,2019-05-10 19:18:48.000,370.0,2019-05-10 19:21:38.000,0.0.19,18.0,,,vex,23.0,2.0,38.0,200.0,35.0,19.0,3.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,16.0,547.0,547.0,,,,3.0,,,,,,,,,
201,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,19,False,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2019-12-10 10:02:01.000,2019-12-10 10:01:59.000,302.0,2019-01-20 11:58:25.000,1.6.0,20.0,,,manhole,14.0,6.0,14.0,459.0,129.0,63.0,9.0,https://pypi.org/project/manhole,2019-01-20 11:58:25.000,66.0,4656.0,4656.0,,,,3.0,,,,,,,,,
202,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,19,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2020-12-02 23:25:10.000,2020-12-01 19:46:08.000,283.0,2020-11-15 09:12:52.000,3.2.0,35.0,constructor,,,113.0,32.0,188.0,914.0,8.0,8.0,44.0,,,,,67.0,https://anaconda.org/anaconda/constructor,2020-08-22 09:13:31.665,3249.0,3.0,218.0,,,,,,,,
203,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,18,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2021-01-01 01:57:17.000,2020-12-14 19:18:13.000,648.0,2020-11-21 15:09:28.000,0.2.9,23.0,,,pyflow,26.0,38.0,39.0,270.0,,,19.0,https://pypi.org/project/pyflow,2020-11-21 15:18:30.000,,143.0,292.0,,,,3.0,2543.0,,,,,,,,
204,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,18,False,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-01-08 21:28:29.000,2018-12-06 03:53:03.000,491.0,2018-12-02 19:13:32.000,0.0.4,4.0,,,py-heat,27.0,2.0,8.0,51.0,29.0,25.0,4.0,https://pypi.org/project/py-heat,2018-12-06 03:20:43.000,4.0,260.0,260.0,,,,3.0,,,,,,,,,
205,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2021-01-05 10:45:01.000,2017-12-09 20:00:47.000,213.0,2016-09-18 21:57:32.000,1.1.0,9.0,,,imhotep,37.0,23.0,23.0,356.0,11.0,7.0,15.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000,4.0,47.0,47.0,,,,3.0,,,,,,,,,
206,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,18,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2021-01-12 15:22:56.000,2020-12-16 09:27:54.000,211.0,2020-12-11 01:56:10.000,0.1.3,5.0,,,fixit,27.0,17.0,19.0,146.0,2.0,2.0,21.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000,,428.0,428.0,,,,3.0,,,,,,,,,
207,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,18,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2020-04-13 11:49:33.000,2019-10-04 19:05:46.000,149.0,2018-06-24 06:23:48.000,0.8.2,7.0,,,pynt,20.0,5.0,13.0,128.0,87.0,67.0,9.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,20.0,2893.0,2893.0,,,,3.0,,,,,,,,,
208,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,18,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000,2021-01-06 04:14:45.000,2021-01-05 16:03:40.000,148.0,2020-12-20 04:52:14.000,1.9.1,17.0,conda-forge/blacken-docs,,blacken-docs,15.0,2.0,19.0,117.0,22.0,,10.0,https://pypi.org/project/blacken-docs,2020-12-20 04:52:14.000,22.0,4858.0,6824.0,https://anaconda.org/conda-forge/blacken-docs,2020-12-20 06:19:44.385,11798.0,3.0,,,,,,,,,
209,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,18,True,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00.000,106.0,,,6.0,,['flake8'],flake8-mypy,16.0,19.0,3.0,50.0,649.0,617.0,8.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,32.0,19390.0,19390.0,,,,3.0,,,,,,,,,
210,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,18,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000,2021-01-06 15:11:26.000,2021-01-06 15:11:21.000,90.0,2021-01-01 18:09:19.000,0.7.1,22.0,,,unimport,15.0,6.0,56.0,361.0,4.0,4.0,11.0,https://pypi.org/project/unimport,2021-01-01 18:09:19.000,,1162.0,1162.0,,,,3.0,,,,,,,,,
211,sphinx-markdown-builder,https://github.com/codejamninja/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,18,True,codejamninja/sphinx-markdown-builder,https://github.com/codejamninja/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2020-10-07 04:18:38.000,2020-10-07 04:18:32.000,90.0,2019-12-23 17:05:52.000,0.5.4,22.0,,['sphinx'],sphinx-markdown-builder,26.0,15.0,16.0,99.0,157.0,115.0,16.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000,42.0,4892.0,4892.0,,,,3.0,,,,,,,,,
212,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,18,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2020-12-16 03:23:26.000,2020-12-16 03:23:19.000,90.0,2019-07-29 01:14:33.000,0.2.1,5.0,conda-forge/pandas-vet,['flake8'],pandas-vet,13.0,14.0,25.0,175.0,26.0,26.0,9.0,https://pypi.org/project/pandas-vet,2019-07-27 06:54:02.000,,1971.0,2234.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445,5513.0,3.0,31.0,,,,,,,,
213,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,18,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2020-12-23 02:17:37.000,2020-12-23 02:11:17.000,87.0,2020-12-23 02:19:02.000,0.69.1,14.0,,,massedit,13.0,3.0,5.0,178.0,10.0,,6.0,https://pypi.org/project/massedit,2020-12-23 01:49:47.000,10.0,1079.0,1079.0,,,,3.0,15.0,,,,,,,,
214,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,18,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2020-10-16 02:02:54.000,2020-10-16 01:58:36.000,30.0,2020-10-16 02:02:42.000,0.3.1,8.0,,['mkdocs'],mkdocs-git-revision-date-plugin,5.0,1.0,9.0,24.0,143.0,125.0,6.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000,18.0,2909.0,2909.0,,,,3.0,,,,,,,,,
215,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,18,False,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2021-01-11 05:42:34.000,2021-01-11 05:41:48.000,25.0,2021-01-11 02:43:17.000,0.8.3,24.0,,['mkdocs'],mkdocs-with-pdf,7.0,9.0,24.0,158.0,10.0,10.0,5.0,https://pypi.org/project/mkdocs-with-pdf,2021-01-11 02:26:16.000,,573.0,573.0,,,,3.0,,,,,,,,,
216,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,17,False,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2020-08-08 20:55:38.000,2019-02-13 15:27:07.000,4055.0,2019-02-14 00:27:42.000,1.1.5,7.0,,,,271.0,102.0,170.0,463.0,,,41.0,,,,,,,,,3.0,,,,,,,,,
217,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,17,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00.000,2045.0,2019-03-09 13:53:12.000,1.0.0,20.0,,,fake2db,111.0,6.0,15.0,242.0,13.0,12.0,18.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,1.0,128.0,128.0,,,,3.0,,,,,,,,,
218,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,17,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2020-11-27 21:18:45.000,2020-11-27 21:18:44.000,194.0,2019-03-14 11:34:54.000,0.3.0,10.0,,,bellybutton,7.0,7.0,6.0,32.0,3.0,3.0,4.0,https://pypi.org/project/bellybutton,2019-12-11 13:36:20.000,0.0,3513.0,3513.0,,,,3.0,,,,,,,,,
219,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same configuration across multiple projects.,linters,17,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2021-01-11 05:13:22.000,2021-01-11 05:13:20.000,113.0,2020-11-02 21:51:47.000,0.23.1,38.0,,['flake8'],nitpick,9.0,17.0,34.0,409.0,,,6.0,https://pypi.org/project/nitpick,2020-11-02 21:51:44.000,,4989.0,4989.0,,,,3.0,,,,,,,,,
220,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,17,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2019-12-07 19:55:59.000,2019-05-24 17:17:56.000,84.0,2014-09-07 13:57:37.000,0.5.7,23.0,,,pyformat,4.0,3.0,3.0,199.0,89.0,70.0,3.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,19.0,3050.0,3050.0,,,,3.0,,,,,,,,,
221,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,17,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2020-11-19 12:46:11.000,2020-11-19 12:03:05.000,33.0,2020-11-19 12:04:22.000,0.3.1,5.0,,['mkdocs'],mkdocs-versioning,6.0,6.0,17.0,113.0,12.0,12.0,4.0,https://pypi.org/project/mkdocs-versioning,2020-11-19 12:04:22.000,,179.0,179.0,,,,3.0,,,,,,,,,
222,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2020-10-24 17:27:01.000,2020-10-24 17:26:28.000,8.0,2020-10-24 03:39:21.000,3.0.0,27.0,,"['flake8', 'pylint']",yala,4.0,1.0,11.0,164.0,45.0,36.0,3.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000,9.0,477.0,477.0,,,,3.0,,True,,,,,,,
223,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,16,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2020-12-23 05:02:52.000,2020-12-23 04:57:13.000,124.0,2020-12-06 07:39:42.000,0.5.1,9.0,conda-forge/beartype,,beartype,3.0,1.0,6.0,217.0,,,1.0,https://pypi.org/project/beartype,2020-12-06 07:39:42.000,,895.0,1157.0,https://anaconda.org/conda-forge/beartype,2020-12-06 08:34:54.425,1837.0,3.0,,,1.0,,,,,,
224,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,16,False,spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38.000,110.0,2014-10-24 20:36:57.000,0.0.13,13.0,,,pep8ify,13.0,6.0,12.0,154.0,46.0,34.0,6.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,12.0,77.0,77.0,,,,3.0,,,,,,,,,
225,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,16,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2020-10-11 13:24:37.859,2020-10-11 09:52:52.000,93.0,2019-09-13 11:08:57.000,20.10.0,8.0,conda-forge/retype,,retype,14.0,9.0,3.0,92.0,34.0,,7.0,https://pypi.org/project/retype,2020-10-11 09:46:06.000,34.0,1157.0,1474.0,https://anaconda.org/conda-forge/retype,2020-10-11 13:24:37.859,11425.0,3.0,,,,,,,,,
226,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28.000,63.0,2019-04-05 11:43:43.000,2.3.0,22.0,,['pytest'],pytest-play,3.0,3.0,24.0,382.0,25.0,21.0,3.0,https://pypi.org/project/pytest-play,2019-04-05 11:43:43.000,4.0,215.0,215.0,,,,3.0,,,,,,,,,
227,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,15,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2021-01-06 19:42:30.000,2020-12-31 18:03:06.000,2774.0,2020-04-10 04:16:04.000,0.7.0,3.0,,,,99.0,184.0,110.0,,,,28.0,,,,,,,,,3.0,,,,,,,,,
228,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,15,False,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2020-11-24 11:15:49.000,2019-10-12 14:34:36.000,2451.0,,,,,,,269.0,7.0,53.0,130.0,,,29.0,,,,,,,,,3.0,,,,,,,,,
229,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2020-12-31 10:35:22.000,2020-12-31 10:35:21.000,1412.0,,,,,,,152.0,22.0,156.0,404.0,,,55.0,,,,,,,,,3.0,,,,,,,,,
230,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,15,True,skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44.000,357.0,2018-12-14 18:07:29.000,0.3.1,12.0,,,tbvaccine,12.0,7.0,12.0,80.0,9.0,9.0,12.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,317.0,317.0,,,,3.0,,,,,,,,,
231,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,15,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2020-11-30 22:20:25.000,2020-11-30 22:18:53.000,180.0,2018-12-12 19:47:05.000,0.7.0,10.0,,"['flake8', 'mypy']",linty-fresh,21.0,8.0,1.0,53.0,,,16.0,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,21.0,21.0,,,,3.0,,,,,,,,,
232,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,15,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2020-12-13 04:04:12.000,2020-12-13 04:02:52.000,58.0,2020-11-29 17:06:39.000,8.2.1,16.0,,,pip-run,9.0,4.0,33.0,,,,7.0,https://pypi.org/project/pip-run,2020-11-29 17:06:34.000,,1796.0,1796.0,,,,3.0,,,,,,,,,
233,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,14,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2020-06-24 12:43:11.000,2017-02-13 18:07:04.000,270.0,,,8.0,,,pycycle,11.0,12.0,1.0,26.0,41.0,37.0,2.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,4.0,657.0,657.0,,,,3.0,,,,,,,,,
234,subpar,https://github.com/google/subpar,,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,packaging,13,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2020-09-16 16:25:54.000,2019-08-15 01:37:08.000,459.0,2019-05-14 20:14:05.000,2.0.0,5.0,,,,62.0,30.0,30.0,93.0,,,14.0,,,,,,,,,3.0,,,,,,,,,
235,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,13,True,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2020-08-04 13:25:34.000,2020-04-11 14:20:38.000,354.0,,,,,,,52.0,30.0,51.0,747.0,,,46.0,,,,,,,,,3.0,,,,,,,,,
236,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,13,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2019-06-27 03:42:49.000,2019-06-27 03:42:48.000,125.0,,,23.0,,,pipenv-pipes,9.0,4.0,10.0,285.0,,,5.0,https://pypi.org/project/pipenv-pipes,2018-05-28 01:45:42.000,,179.0,179.0,,,,3.0,,,,,,,,,
237,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site.,documentation,13,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2020-12-22 13:14:58.000,2020-12-21 19:27:51.000,13.0,2020-12-21 19:51:57.000,1.0.0,16.0,,['mkdocs'],mkdocs-print-site-plugin,2.0,2.0,35.0,112.0,6.0,6.0,,https://pypi.org/project/mkdocs-print-site-plugin,2020-12-21 19:51:57.000,,253.0,253.0,,,,3.0,,,,,,,,,
238,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,12,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2020-08-17 14:14:00.000,2020-08-17 14:13:59.000,73.0,2019-06-17 19:19:47.000,0.1.1,2.0,,,com2ann,3.0,4.0,13.0,27.0,1.0,1.0,3.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000,,62.0,62.0,,,,3.0,,,,,,,,,
239,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,12,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2020-12-17 13:59:43.000,2020-12-17 13:59:36.000,7.0,2020-12-13 16:12:58.000,0.4.3,13.0,,,lazydocs,,,,,8.0,8.0,3.0,https://pypi.org/project/lazydocs,2020-12-13 14:58:14.000,0.0,328.0,328.0,,,,3.0,,,,,,,,,
240,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,11,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2019-08-05 17:14:04.000,2019-08-05 17:14:01.000,122.0,2019-07-10 16:08:05.000,1.0.0,9.0,,,cohesion,2.0,1.0,11.0,78.0,2.0,,2.0,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,2.0,442.0,442.0,,,,3.0,,,,,,,,,
241,pyship,https://github.com/jamesabel/pyship,,"freezer, installer and updater for Python applications.",packaging,11,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2020-12-07 01:00:59.000,2020-12-07 01:00:54.000,4.0,2020-11-04 02:56:54.000,0.1.0,14.0,,,pyship,,4.0,,,,,,https://pypi.org/project/pyship,2020-12-07 00:53:45.000,,85.0,85.0,,,,3.0,,,,,,,,,
242,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,11,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2021-01-10 20:07:08.000,2021-01-10 20:07:00.000,3.0,2020-12-12 17:07:55.000,0.6.6,30.0,,,universal-build,1.0,,,,,,4.0,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,,296.0,303.0,,,,3.0,15.0,,,,,,,,
1 name homepage resource description category projectrank show github_id github_url license created_at updated_at last_commit_pushed_at star_count latest_stable_release_published_at latest_stable_release_number release_count conda_id labels pypi_id fork_count open_issue_count closed_issue_count commit_count dependent_project_count github_dependent_project_count contributor_count pypi_url pypi_latest_release_published_at pypi_dependent_project_count pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing github_release_downloads new_addition trending cargo_id npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads
2 0 Python.org Packaging https://packaging.python.org/overview/ True An Overview of Packaging for Python. packaging 0 True
3 1 best-of-web-python - Testing https://github.com/ml-tooling/best-of-web-python True Testing libraries & tools for python web frameworks. testing 0 True ml-tooling/best-of-web-python https://github.com/ml-tooling/best-of-web-python CC-BY-SA-4.0 2021-01-05 13:09:27.000 2021-01-12 22:52:23.000 2021-01-12 22:47:33.000 2.0 2021-01-08 01:07:00.000 2021.01.08 2.0
4 2 unittest https://docs.python.org/3/library/unittest.html True Unittest is a test framework included in the Python standard library. testing 0 True
5 3 pytest https://github.com/pytest-dev/pytest The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. testing 39 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2021-01-11 11:24:50.000 2021-01-11 11:24:47.000 6903.0 2020-12-15 15:38:30.000 6.2.1 144.0 conda-forge/pytest ['pytest'] pytest 1606.0 606.0 3750.0 13312.0 403100.0 272516.0 689.0 https://pypi.org/project/pytest 2020-12-15 15:37:57.000 130584.0 11993806.0 12107486.0 https://anaconda.org/conda-forge/pytest 2021-01-10 20:05:32.223 6138720.0 1.0
6 4 pip https://github.com/pypa/pip The Python package installer. dependency-managers 38 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000 2021-01-12 16:30:01.000 2021-01-11 19:31:03.000 6796.0 2020-12-15 15:44:25.000 20.3.3 99.0 conda-forge/pip pip 2134.0 893.0 4504.0 11239.0 59494.0 40828.0 576.0 https://pypi.org/project/pip 2020-12-15 15:44:25.000 18666.0 56825407.0 57121874.0 https://anaconda.org/conda-forge/pip 2020-12-15 16:43:45.488 16009219.0 1.0
7 5 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 37 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000 2021-01-12 16:10:39.000 2021-01-12 16:08:45.000 3739.0 2021-01-07 16:17:19.000 3.4.3 141.0 conda-forge/sphinx ['sphinx'] sphinx 1399.0 786.0 4392.0 16642.0 228930.0 124394.0 607.0 https://pypi.org/project/sphinx 2021-01-07 16:17:19.000 104536.0 2162730.0 2210455.0 https://anaconda.org/conda-forge/sphinx 2021-01-07 17:29:49.988 2529449.0 1.0
8 6 pipenv https://github.com/pypa/pipenv Python Development Workflow for Humans. virtual-envs 36 True pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000 2020-12-22 05:34:03.000 2020-12-22 05:34:02.000 21421.0 2020-11-15 04:19:27.000 2020.11.15 297.0 conda-forge/pipenv pipenv 1559.0 449.0 2842.0 7005.0 18003.0 15729.0 370.0 https://pypi.org/project/pipenv 2020-11-15 04:19:27.000 2274.0 1538329.0 1540686.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831 35364.0 1.0
9 7 tqdm https://github.com/tqdm/tqdm A Fast, Extensible Progress Bar for Python and CLI. logging 36 True tqdm/tqdm https://github.com/tqdm/tqdm MIT 2015-06-03 13:13:14.000 2021-01-12 14:01:46.000 2021-01-11 00:53:22.000 17049.0 2021-01-11 01:27:55.000 4.56.0 111.0 conda-forge/tqdm tqdm 879.0 272.0 491.0 1733.0 165808.0 139570.0 94.0 https://pypi.org/project/tqdm 2021-01-11 00:58:53.000 26238.0 9796532.0 9882471.0 https://anaconda.org/conda-forge/tqdm 2021-01-12 02:41:41.554 4720202.0 1.0 7340.0 True
10 8 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 36 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000 2021-01-12 14:13:09.300 2021-01-08 18:10:08.000 6961.0 2020-12-19 01:19:27.000 5.8.0 83.0 conda-forge/psutil psutil 1074.0 161.0 1269.0 5672.0 94880.0 70214.0 156.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000 24666.0 12678703.0 12773169.0 https://anaconda.org/conda-forge/psutil 2021-01-12 14:13:09.300 5384565.0 1.0
11 9 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 36 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000 2021-01-10 15:31:45.000 2021-01-10 15:31:37.000 4721.0 2020-12-25 10:34:25.000 0.18.0 30.0 conda-forge/jedi jedi 424.0 16.0 1184.0 8187.0 125318.0 109412.0 140.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000 15906.0 10160629.0 10233552.0 https://anaconda.org/conda-forge/jedi 2021-01-08 23:12:08.511 3719122.0 1.0
12 10 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 36 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2021-01-11 07:19:07.000 2021-01-03 00:41:37.000 3653.0 2020-12-31 01:16:34.000 5.7.0 125.0 conda-forge/isort isort 375.0 23.0 868.0 3449.0 171938.0 147720.0 220.0 https://pypi.org/project/isort 2020-10-13 06:36:52.000 24218.0 5811991.0 5839002.0 https://anaconda.org/conda-forge/isort 2020-12-31 02:59:49.605 1458618.0 1.0
13 11 mypy https://github.com/python/mypy Optional static typing for Python 3 and 2 (PEP 484). linters 35 True python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000 2021-01-12 20:39:46.000 2021-01-12 06:51:44.000 9705.0 77.0 conda-forge/mypy mypy 1567.0 1503.0 4466.0 9318.0 32046.0 25962.0 438.0 https://pypi.org/project/mypy 2020-10-09 16:54:29.000 6084.0 2165186.0 2181384.0 https://anaconda.org/conda-forge/mypy 2020-10-09 19:05:45.293 615551.0 1.0
14 12 pylint https://github.com/PyCQA/pylint It's not just a linter that annoys you!. linters 35 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000 2021-01-09 09:48:27.000 2021-01-09 09:48:25.000 3163.0 2020-08-21 09:15:44.000 2.6.0 88.0 conda-forge/pylint pylint 651.0 661.0 2523.0 5017.0 208922.0 171188.0 356.0 https://pypi.org/project/pylint 2020-08-21 09:15:44.000 37734.0 3393436.0 3419822.0 https://anaconda.org/conda-forge/pylint 2020-10-13 14:32:00.323 1398477.0 1.0
15 13 black https://github.com/psf/black The uncompromising Python code formatter. formatters 34 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000 2021-01-12 16:33:05.000 2021-01-11 16:23:11.000 19116.0 2020-08-26 15:56:21.000 20.8b1 23.0 conda-forge/black black 1175.0 362.0 954.0 864.0 48407.0 42179.0 217.0 https://pypi.org/project/black 2020-08-26 15:52:03.000 6228.0 2511710.0 2541590.0 https://anaconda.org/conda-forge/black 2020-09-07 11:42:46.809 940722.0 2.0 10639.0
16 14 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 34 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000 2021-01-12 19:26:00.000 2021-01-12 09:19:40.000 2017.0 2021-01-08 18:07:44.000 3.21.0 105.0 conda-forge/tox ['pytest'] tox 331.0 147.0 929.0 1941.0 76353.0 39953.0 234.0 https://pypi.org/project/tox 2021-01-08 18:54:05.000 36400.0 1668306.0 1673388.0 https://anaconda.org/conda-forge/tox 2021-01-09 19:34:46.462 203309.0 1.0
17 15 setuptools https://github.com/pypa/setuptools Official project repository for the Setuptools build system. build-tools 34 True pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000 2021-01-09 03:56:38.000 2021-01-09 03:56:36.000 1278.0 2021-01-09 02:03:22.000 51.1.2 412.0 conda-forge/setuptools setuptools 681.0 535.0 1170.0 144164.0 86234.0 407.0 https://pypi.org/project/setuptools 2021-01-09 02:03:18.000 57930.0 71574691.0 71902510.0 https://anaconda.org/conda-forge/setuptools 2021-01-08 05:42:17.824 17702213.0 1.0 101.0
18 16 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 34 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2021-01-07 23:32:13.000 2021-01-07 23:32:08.000 1054.0 2020-10-02 23:34:01.000 3.8.4 76.0 conda-forge/flake8 flake8 183.0 7.0 1876.0 213355.0 142065.0 148.0 https://pypi.org/project/flake8 2020-10-02 23:34:01.000 71290.0 4396976.0 4430364.0 https://anaconda.org/conda-forge/flake8 2020-10-05 05:07:54.333 1836376.0 1.0
19 17 yapf https://github.com/google/yapf A formatter for Python files. formatters 33 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000 2020-12-21 02:00:08.000 2020-12-21 02:00:07.000 11374.0 2020-04-23 19:07:36.000 0.30.0 67.0 conda-forge/yapf yapf 755.0 291.0 364.0 1113.0 19395.0 15989.0 123.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000 3406.0 442647.0 451485.0 https://anaconda.org/conda-forge/yapf 2020-07-28 15:36:35.387 486096.0 2.0
20 18 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 33 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2021-01-12 13:42:12.000 2020-12-27 20:14:43.000 11363.0 2020-05-14 15:18:01.000 1.1.2 44.0 conda-forge/mkdocs ['mkdocs'] mkdocs 1598.0 133.0 1328.0 1491.0 16020.0 10078.0 180.0 https://pypi.org/project/mkdocs 2020-05-14 15:18:01.000 5942.0 219434.0 221417.0 https://anaconda.org/conda-forge/mkdocs 2020-06-01 13:16:37.068 113043.0 1.0
21 19 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 33 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000 2021-01-12 19:16:30.000 2021-01-11 17:30:09.000 5429.0 2020-09-01 18:21:46.000 3.2.2 51.0 conda-forge/robotframework robotframework 1549.0 188.0 3240.0 12690.0 4694.0 3286.0 131.0 https://pypi.org/project/robotframework 2020-11-30 19:27:10.000 1408.0 420382.0 421353.0 https://anaconda.org/conda-forge/robotframework 2020-09-03 11:47:40.885 34745.0 1.0 487.0
22 20 hypothesis https://github.com/HypothesisWorks/hypothesis Hypothesis is a powerful, flexible, and easy to use library for property-based testing. testing 33 True HypothesisWorks/hypothesis https://github.com/HypothesisWorks/hypothesis MPL-2.0 2013-03-10 13:51:19.000 2021-01-12 00:03:56.000 2021-01-12 00:03:48.000 4880.0 2021-01-08 22:46:03.000 hypothesis-python-6.0.0 793.0 conda-forge/hypothesis hypothesis 447.0 56.0 981.0 10416.0 9999.0 7383.0 241.0 https://pypi.org/project/hypothesis 2021-01-07 03:41:10.000 2616.0 693891.0 755650.0 https://anaconda.org/conda-forge/hypothesis 2021-01-09 00:46:02.561 3335000.0 1.0
23 21 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 33 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000 2021-01-08 01:29:21.000 2021-01-07 18:35:38.000 4222.0 2020-05-11 20:02:52.000 2.6.0 11.0 conda-forge/pycodestyle pycodestyle 592.0 112.0 522.0 1199.0 135493.0 114263.0 124.0 https://pypi.org/project/pycodestyle 2020-05-11 20:02:52.000 21230.0 6401180.0 6436870.0 https://anaconda.org/conda-forge/pycodestyle 2020-05-12 17:42:46.576 1962978.0 1.0
24 22 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 33 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2020-12-28 06:47:45.000 2020-12-28 06:47:37.000 3669.0 2020-08-02 04:28:37.000 1.5.4 64.0 conda-forge/autopep8 autopep8 228.0 85.0 329.0 2672.0 71879.0 61695.0 47.0 https://pypi.org/project/autopep8 2020-08-02 04:28:37.000 10184.0 926885.0 933753.0 https://anaconda.org/conda-forge/autopep8 2020-08-02 05:22:52.912 377751.0 2.0
25 23 sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme Sphinx theme for readthedocs.org. documentation 33 True readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000 2021-01-12 02:01:55.000 2021-01-12 02:01:54.000 3578.0 2018-10-05 13:20:49.000 0.4.2 23.0 conda-forge/sphinx_rtd_theme ['sphinx'] sphinx_rtd_theme 1477.0 158.0 448.0 1187.0 23490.0 16.0 103.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000 23474.0 903269.0 920481.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-01-05 13:49:54.682 912258.0 1.0
26 24 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 32 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000 2021-01-09 19:44:01.000 2021-01-09 19:43:59.000 15938.0 2020-07-01 21:59:00.000 1.1.0 13.0 conda-forge/numpydoc ['sphinx'] numpydoc 5157.0 49.0 90.0 431.0 30278.0 22930.0 64.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000 7348.0 147233.0 161740.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384 696356.0 2.0
27 25 mkdocs-material https://github.com/squidfunk/mkdocs-material A Material Design theme for MkDocs. documentation 32 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000 2021-01-12 16:16:32.000 2021-01-12 16:14:50.000 5339.0 2021-01-09 12:46:07.000 6.2.4 178.0 conda-forge/mkdocs-material ['mkdocs'] mkdocs-material 1338.0 10.0 883.0 2943.0 6477.0 4975.0 97.0 https://pypi.org/project/mkdocs-material 2020-12-27 10:44:37.000 1502.0 220160.0 221314.0 https://anaconda.org/conda-forge/mkdocs-material 2021-01-09 20:54:19.407 23097.0 2.0
28 26 conda https://github.com/conda/conda OS-agnostic, system-level binary package manager and ecosystem. dependency-managers 32 True conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000 2021-01-09 11:33:05.000 2021-01-07 16:16:50.000 3969.0 2020-11-12 17:08:48.000 4.9.2 100.0 conda-forge/conda conda 980.0 1761.0 5968.0 15584.0 2104.0 346.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000 2104.0 20915.0 306739.0 https://anaconda.org/conda-forge/conda 2020-11-12 21:09:02.264 15148677.0 2.0
29 27 virtualenv https://github.com/pypa/virtualenv Virtual Python Environment builder. virtual-envs 32 True pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000 2021-01-12 11:24:13.000 2021-01-12 10:04:54.000 3792.0 2020-12-07 11:48:42.000 20.2.2 152.0 conda-forge/virtualenv virtualenv 878.0 51.0 1052.0 34422.0 171.0 https://pypi.org/project/virtualenv 2020-12-07 11:48:42.000 34422.0 7536020.0 7548089.0 https://anaconda.org/conda-forge/virtualenv 2021-01-10 15:01:56.816 555190.0 2.0
30 28 invoke https://github.com/pyinvoke/invoke Pythonic task management & command execution. build-tools 32 True pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000 2021-01-06 14:58:41.830 2020-12-31 16:25:35.000 3128.0 2020-12-31 02:43:43.000 1.5.0 50.0 conda-forge/invoke invoke 278.0 299.0 354.0 3499.0 11305.0 6703.0 54.0 https://pypi.org/project/invoke 2020-12-31 02:43:43.000 4602.0 664067.0 667943.0 https://anaconda.org/conda-forge/invoke 2021-01-06 14:58:41.830 220980.0 1.0
31 29 bandit https://github.com/PyCQA/bandit Bandit is a tool designed to find common security issues in Python code. security 32 True PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000 2021-01-12 14:55:17.000 2020-12-27 05:15:35.000 2907.0 2020-12-13 02:48:28.000 1.7.0 31.0 conda-forge/bandit bandit 298.0 162.0 362.0 1165.0 7948.0 5594.0 130.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000 2354.0 542823.0 544837.0 https://anaconda.org/conda-forge/bandit 2020-10-11 11:23:21.028 40299.0 1.0 4.0
32 30 pytest-cov https://github.com/pytest-dev/pytest-cov Coverage plugin for pytest. testing 32 True pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000 2021-01-12 13:58:08.000 2021-01-12 13:58:03.000 941.0 2020-08-14 17:21:19.000 2.10.1 38.0 conda-forge/pytest-cov ['pytest'] pytest-cov 134.0 91.0 186.0 791.0 118921.0 75527.0 62.0 https://pypi.org/project/pytest-cov 2020-08-14 17:21:19.000 43394.0 3917071.0 3951068.0 https://anaconda.org/conda-forge/pytest-cov 2020-08-14 18:57:30.679 1971859.0 2.0
33 31 parso https://github.com/davidhalter/parso A Python Parser. linters 32 True davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000 2021-01-03 20:12:01.000 2021-01-03 20:12:00.000 366.0 2020-12-10 15:10:14.000 0.8.1 24.0 conda-forge/parso parso 62.0 7.0 79.0 1063.0 114659.0 103295.0 36.0 https://pypi.org/project/parso 2020-12-10 15:10:14.000 11364.0 10125502.0 10205471.0 https://anaconda.org/conda-forge/parso 2020-12-10 16:40:55.258 2958881.0 1.0
34 32 wheel https://github.com/pypa/wheel The official binary distribution format for Python. build-tools 32 True pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580 2021-01-04 19:45:07.000 2021-01-04 19:44:54.000 225.0 2020-12-13 18:09:07.000 0.36.2 64.0 conda-forge/wheel wheel 84.0 20.0 286.0 727.0 62544.0 60.0 https://pypi.org/project/wheel 2020-12-13 18:09:07.000 62544.0 47538506.0 47804440.0 https://anaconda.org/conda-forge/wheel 2020-12-13 19:48:16.429 14360470.0 1.0
35 33 poetry https://github.com/python-poetry/poetry Python dependency management and packaging made easy. dependency-managers 31 True python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000 2021-01-09 19:55:25.000 2021-01-06 13:10:09.000 13472.0 2020-10-23 20:54:00.000 1.1.4 132.0 conda-forge/poetry poetry 1057.0 972.0 1690.0 1667.0 64.0 248.0 https://pypi.org/project/poetry 2020-10-23 20:54:00.000 64.0 860410.0 1000646.0 https://anaconda.org/conda-forge/poetry 2020-12-14 11:33:01.818 155736.0 2.0 4564413.0
36 34 loguru https://github.com/Delgan/loguru Python logging made (stupidly) simple. logging 31 True Delgan/loguru https://github.com/Delgan/loguru MIT 2017-08-15 17:22:32.000 2020-12-31 08:04:34.000 2020-12-19 16:17:53.000 7866.0 2020-09-20 07:56:32.000 0.5.3 17.0 conda-forge/loguru loguru 352.0 33.0 300.0 545.0 5134.0 4792.0 28.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000 342.0 580461.0 584222.0 https://anaconda.org/conda-forge/loguru 2020-10-10 00:51:36.057 86520.0 1.0
37 35 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 31 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000 2021-01-12 20:14:17.000 2021-01-12 20:14:15.000 7566.0 2020-11-18 13:20:25.000 4.1 26.0 conda-forge/pyinstaller pyinstaller 1533.0 460.0 3490.0 7607.0 13668.0 13668.0 388.0 https://pypi.org/project/pyinstaller 2020-11-18 13:19:30.000 0.0 278151.0 289129.0 https://anaconda.org/conda-forge/pyinstaller 2020-11-18 19:08:25.369 185778.0 1.0 663344.0
38 36 pre-commit https://github.com/pre-commit/pre-commit A framework for managing and maintaining multi-language pre-commit hooks. others 31 True pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000 2021-01-11 11:49:49.321 2021-01-04 17:19:50.000 5326.0 2020-12-07 23:08:20.000 2.9.3 153.0 conda-forge/pre-commit pre-commit 403.0 24.0 991.0 1922.0 2136.0 113.0 https://pypi.org/project/pre-commit 2020-11-26 02:40:52.000 2136.0 1141391.0 1159477.0 https://anaconda.org/conda-forge/pre-commit 2021-01-11 11:49:49.321 306967.0 1.0 1230.0 True
39 37 pip-tools https://github.com/jazzband/pip-tools A set of tools to keep your pinned Python dependencies fresh. dependency-managers 31 True jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000 2021-01-11 21:58:47.000 2021-01-03 05:42:27.000 4679.0 2020-12-30 17:05:11.000 5.5.0 90.0 conda-forge/pip-tools pip-tools 406.0 118.0 580.0 1459.0 3252.0 138.0 https://pypi.org/project/pip-tools 2020-12-30 17:05:11.000 3252.0 723666.0 724403.0 https://anaconda.org/conda-forge/pip-tools 2020-12-30 18:26:40.157 6635.0 2.0
40 38 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 31 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000 2020-11-19 07:00:57.000 2020-11-19 07:00:56.000 2713.0 2020-09-05 16:30:35.000 1.0.0 55.0 conda-forge/freezegun freezegun 185.0 55.0 163.0 519.0 15327.0 6975.0 94.0 https://pypi.org/project/freezegun 2020-09-05 16:30:35.000 8352.0 1065317.0 1068192.0 https://anaconda.org/conda-forge/freezegun 2020-09-05 20:09:13.257 166760.0 2.0
41 39 ipdb https://github.com/gotcha/ipdb Integration of IPython pdb. debugging 31 True gotcha/ipdb https://github.com/gotcha/ipdb BSD-3-Clause 2011-01-15 17:51:47.000 2021-01-11 16:16:21.000 2020-10-21 09:03:20.000 1326.0 2020-10-01 14:13:50.000 0.13.4 37.0 conda-forge/ipdb ipdb 123.0 50.0 102.0 312.0 41042.0 24144.0 44.0 https://pypi.org/project/ipdb 2020-10-01 14:13:50.000 16898.0 787392.0 789851.0 https://anaconda.org/conda-forge/ipdb 2020-11-21 18:57:03.677 132792.0 1.0
42 40 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 31 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000 2020-12-24 15:31:28.323 2020-12-23 14:13:30.000 1074.0 2020-12-24 11:05:10.000 3.3.0 41.0 conda-forge/twine twine 233.0 39.0 301.0 941.0 49873.0 32369.0 98.0 https://pypi.org/project/twine 2020-12-24 11:05:10.000 17504.0 813324.0 816959.0 https://anaconda.org/conda-forge/twine 2020-12-24 15:31:28.323 192680.0 2.0
43 41 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 31 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000 2021-01-06 16:34:08.000 2021-01-05 16:04:38.000 976.0 2020-04-10 03:52:17.000 2.2.0 28.0 conda-forge/pyflakes pyflakes 135.0 92.0 318.0 504.0 101389.0 74891.0 74.0 https://pypi.org/project/pyflakes 2020-04-10 03:52:17.000 26498.0 4643125.0 4677543.0 https://anaconda.org/conda-forge/pyflakes 2020-04-10 13:58:22.845 1893022.0 2.0
44 42 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 31 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000 2021-01-12 14:32:53.000 2021-01-12 14:32:52.000 831.0 2020-12-10 11:11:11.000 0.19.5 121.0 conda-forge/sentry-sdk sentry-sdk 171.0 112.0 342.0 1161.0 9451.0 8465.0 78.0 https://pypi.org/project/sentry-sdk 2020-11-19 16:41:33.000 986.0 2635169.0 2637475.0 https://anaconda.org/conda-forge/sentry-sdk 2020-12-10 12:35:18.064 56205.0 1.0 4080.0 True
45 43 packaging https://github.com/pypa/packaging Core utilities for Python packages. packaging 31 True pypa/packaging https://github.com/pypa/packaging BSD-2-Clause 2014-05-15 22:49:43.000 2021-01-05 03:16:01.000 2021-01-04 20:58:43.000 262.0 2020-12-12 04:41:59.000 20.8 34.0 conda-forge/packaging packaging 129.0 46.0 125.0 475.0 190528.0 161328.0 59.0 https://pypi.org/project/packaging 2020-12-12 04:36:49.000 29200.0 17118031.0 17214156.0 https://anaconda.org/conda-forge/packaging 2020-12-12 15:04:34.863 5286809.0 1.0 39.0 True
46 44 pyautogui https://github.com/asweigart/pyautogui A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. testing 30 True asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000 2020-12-26 11:58:36.000 2020-10-04 08:13:41.000 4685.0 2020-10-06 22:15:19.000 0.9.52 49.0 conda-forge/pyautogui pyautogui 640.0 270.0 161.0 361.0 6151.0 5543.0 42.0 https://pypi.org/project/pyautogui 2020-10-06 22:15:19.000 608.0 241806.0 244513.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308 102903.0 2.0
47 45 buildbot https://github.com/buildbot/buildbot Python-based continuous integration testing framework; your pull requests are more than welcome!. build-tools 30 True buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000 2021-01-12 22:13:22.000 2021-01-11 16:25:05.000 4527.0 2021-01-02 21:47:28.000 2.10.0 100.0 conda-forge/buildbot buildbot 1505.0 640.0 625.0 21457.0 1126.0 234.0 776.0 https://pypi.org/project/buildbot 2021-01-02 21:50:22.000 892.0 3249.0 5007.0 https://anaconda.org/conda-forge/buildbot 2021-01-02 23:03:46.115 23685.0 2.0 13158.0
48 46 factory_boy https://github.com/FactoryBoy/factory_boy A test fixtures replacement for Python. testing 30 True FactoryBoy/factory_boy https://github.com/FactoryBoy/factory_boy MIT 2011-05-11 08:26:59.000 2021-01-09 11:18:54.000 2020-12-28 08:48:43.000 2369.0 2018-05-05 15:05:40.000 2.11.1 36.0 conda-forge/factory_boy factory_boy 309.0 135.0 331.0 866.0 4256.0 109.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000 4256.0 1090252.0 1091247.0 https://anaconda.org/conda-forge/factory_boy 2020-10-05 10:08:00.894 51781.0 2.0
49 47 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 30 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000 2021-01-08 07:50:39.000 2021-01-08 07:50:03.000 1404.0 2020-12-31 11:39:01.000 20.2.0 22.0 conda-forge/structlog structlog 130.0 31.0 136.0 777.0 4047.0 2841.0 69.0 https://pypi.org/project/structlog 2020-12-31 11:28:04.000 1206.0 481704.0 483248.0 https://anaconda.org/conda-forge/structlog 2021-01-04 12:27:27.303 83393.0 2.0
50 48 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 30 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000 2021-01-11 05:40:29.145 2019-10-16 17:48:40.000 1396.0 2019-01-16 20:35:25.000 1.4.3 36.0 conda-forge/logbook logbook 155.0 54.0 125.0 1194.0 4361.0 2395.0 76.0 https://pypi.org/project/logbook 2019-01-16 20:35:25.000 1966.0 172435.0 173657.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145 26833.0 2.0 244.0
51 49 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 30 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000 2020-10-11 16:52:20.277 2016-03-04 01:16:26.000 1325.0 2015-06-02 09:12:36.000 1.3.7 14.0 conda-forge/nose nose 358.0 447.0 460.0 1004.0 187705.0 101231.0 95.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000 86474.0 2154291.0 2182853.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 1599519.0 2.0
52 50 pytest-mock https://github.com/pytest-dev/pytest-mock Thin-wrapper around the mock package for easier use with pytest. testing 30 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000 2021-01-11 19:20:47.000 2021-01-11 19:20:44.000 960.0 2021-01-10 22:17:10.000 3.5.1 50.0 conda-forge/pytest-mock ['pytest'] pytest-mock 87.0 10.0 83.0 388.0 19834.0 13654.0 50.0 https://pypi.org/project/pytest-mock 2021-01-10 22:17:10.000 6180.0 1542954.0 1555287.0 https://anaconda.org/conda-forge/pytest-mock 2021-01-11 11:41:18.792 665995.0 2.0
53 51 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 30 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376 2020-12-30 00:48:21.000 2020-04-07 07:38:20.000 663.0 2020-03-22 17:02:41.000 0.8.7 23.0 conda-forge/tabulate tabulate 54.0 40.0 32.0 437.0 42733.0 34631.0 50.0 https://pypi.org/project/tabulate 2020-03-22 17:02:41.000 8102.0 8442567.0 8455006.0 https://anaconda.org/conda-forge/tabulate 2020-03-22 20:02:25.689 696632.0 2.0 True
54 52 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 30 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000 2020-12-15 12:07:15.000 2020-12-15 12:07:13.000 646.0 2020-12-14 12:15:22.000 2.2.0 54.0 conda-forge/pytest-xdist ['pytest'] pytest-xdist 139.0 173.0 220.0 836.0 20702.0 13360.0 70.0 https://pypi.org/project/pytest-xdist 2020-12-14 12:15:22.000 7342.0 2033562.0 2050693.0 https://anaconda.org/conda-forge/pytest-xdist 2020-12-14 15:51:37.434 925114.0 2.0
55 53 coveralls-python https://github.com/coveralls-clients/coveralls-python Show coverage stats online via coveralls.io. testing 30 True coveralls-clients/coveralls-python https://github.com/coveralls-clients/coveralls-python MIT 2013-02-06 20:48:39.000 2021-01-12 08:14:22.000 2021-01-12 01:52:56.000 447.0 2021-01-12 01:39:43.000 3.0.0 37.0 ['pytest'] coveralls 160.0 9.0 130.0 357.0 33101.0 16093.0 52.0 https://pypi.org/project/coveralls 2021-01-12 01:39:43.000 17008.0 271030.0 271030.0 2.0
56 54 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 30 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000 2021-01-06 11:33:39.000 2020-12-21 00:51:36.000 383.0 2020-12-13 15:24:58.000 3.1.1 44.0 conda-forge/pytest-html ['pytest'] pytest-html 156.0 72.0 175.0 375.0 7542.0 6558.0 43.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000 984.0 902264.0 904294.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698 89323.0 2.0
57 55 Glances https://github.com/nicolargo/glances Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. profiling 29 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000 2021-01-11 17:19:32.000 2021-01-11 17:19:32.000 17494.0 2020-08-20 08:36:13.000 3.1.5 50.0 conda-forge/glances glances 1145.0 193.0 1111.0 3736.0 314.0 264.0 135.0 https://pypi.org/project/glances 2020-08-19 08:51:13.000 50.0 34710.0 36773.0 https://anaconda.org/conda-forge/glances 2020-03-10 23:31:03.583 119324.0 1.0 414.0
58 56 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 29 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2021-01-11 03:59:27.000 2021-01-10 23:09:09.000 1940.0 2017-09-02 18:52:28.000 2017.1.4 68.0 conda-forge/pudb pudb 167.0 138.0 122.0 905.0 3568.0 2142.0 68.0 https://pypi.org/project/pudb 2020-12-21 04:20:59.000 1426.0 726646.0 728277.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154 88099.0 1.0
59 57 rope https://github.com/python-rope/rope a python refactoring library. refactoring 29 True python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000 2021-01-11 13:32:45.000 2021-01-11 13:32:44.000 1068.0 2020-10-07 16:08:59.000 0.18.0 19.0 conda-forge/rope rope 118.0 75.0 104.0 1868.0 27535.0 24603.0 60.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000 2932.0 134222.0 144567.0 https://anaconda.org/conda-forge/rope 2020-10-07 18:16:45.645 465525.0 1.0
60 58 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 29 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2020-09-21 00:19:01.000 2020-09-19 00:07:00.000 737.0 2020-08-29 20:58:00.000 5.1.1 14.0 conda-forge/pydocstyle pydocstyle 144.0 65.0 186.0 693.0 17676.0 13756.0 71.0 https://pypi.org/project/pydocstyle 2020-08-29 20:56:43.000 3920.0 606035.0 611143.0 https://anaconda.org/conda-forge/pydocstyle 2020-08-30 00:38:13.707 275884.0 2.0 51.0
61 59 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 29 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000 2021-01-11 11:21:18.000 2021-01-11 11:21:17.000 657.0 2020-11-08 10:28:00.000 4.5.0 48.0 conda-forge/colorlog colorlog 68.0 12.0 49.0 169.0 12073.0 8407.0 28.0 https://pypi.org/project/colorlog 2020-11-09 09:28:57.000 3666.0 2801975.0 2807144.0 https://anaconda.org/conda-forge/colorlog 2021-01-09 09:32:45.756 294689.0 2.0 True
62 60 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 29 True bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000 2020-07-22 08:04:58.000 2020-01-10 23:50:18.000 587.0 2018-10-03 01:39:17.000 0.7.12 24.0 conda-forge/alabaster ['sphinx'] alabaster 151.0 75.0 50.0 350.0 53321.0 38423.0 28.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000 14898.0 1890907.0 1923696.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017 1770608.0 2.0
63 61 typed_ast https://github.com/python/typed_ast Modified fork of CPython's ast module that parses `# type:` comments. ast 29 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000 2020-12-30 23:50:52.000 2020-12-30 23:50:51.000 172.0 2020-12-30 23:17:52.000 1.4.2 28.0 typed_ast 44.0 4.0 72.0 167.0 10362.0 19.0 https://pypi.org/project/typed_ast 2020-12-30 23:17:52.000 10362.0 5649289.0 5649289.0 1.0
64 62 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 28 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2020-12-28 18:13:10.000 2020-12-28 18:13:09.000 14132.0 2020-09-14 09:47:00.000 0.4.2 53.0 conda-forge/pysnooper pysnooper 872.0 17.0 89.0 288.0 380.0 334.0 25.0 https://pypi.org/project/pysnooper 2020-09-14 09:47:00.000 46.0 19707.0 21221.0 https://anaconda.org/conda-forge/pysnooper 2020-09-14 13:44:42.361 30284.0 2.0
65 63 pipreqs https://github.com/bndr/pipreqs pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this.. dependency-managers 28 True bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000 2020-12-10 09:04:42.000 2020-05-18 23:46:19.000 3129.0 2019-11-14 11:06:56.000 0.4.10 38.0 conda-forge/pipreqs pipreqs 200.0 93.0 63.0 260.0 4451.0 3923.0 36.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000 528.0 34548.0 34915.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131 19094.0 3.0
66 64 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 28 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2021-01-12 23:11:58.000 2021-01-12 17:07:29.000 1788.0 2020-12-16 00:15:53.000 2.1.24 113.0 pex 188.0 138.0 489.0 808.0 230.0 95.0 https://pypi.org/project/pex 2020-12-16 00:11:35.000 230.0 56546.0 60008.0 2.0 228497.0
67 65 radon https://github.com/rubik/radon Various code metrics for Python code. code-metrics 28 True rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000 2020-12-30 20:02:44.000 2020-09-28 16:15:09.000 1173.0 2020-09-18 13:15:32.000 4.3.2 45.0 conda-forge/radon radon 84.0 20.0 124.0 501.0 2650.0 1552.0 41.0 https://pypi.org/project/radon 2020-09-18 13:15:32.000 1098.0 96002.0 96627.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841 24375.0 1.0
68 66 python-json-logger https://github.com/madzak/python-json-logger Json Formatter for the standard python logger. logging 28 True madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000 2020-10-14 13:54:16.000 2020-10-12 16:12:03.000 890.0 2020-10-12 16:26:53.000 2.0.1 19.0 conda-forge/python-json-logger python-json-logger 134.0 15.0 44.0 179.0 12401.0 11483.0 43.0 https://pypi.org/project/python-json-logger 2020-10-12 16:26:53.000 918.0 1248811.0 1258460.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855 434227.0 3.0 True
69 67 progressbar2 https://github.com/WoLpH/python-progressbar Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. logging 28 True WoLpH/python-progressbar https://github.com/WoLpH/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000 2020-09-09 14:31:33.844 2020-09-09 13:26:11.000 669.0 2020-09-09 13:36:59.000 3.53.1 94.0 conda-forge/progressbar2 progressbar2 89.0 8.0 175.0 867.0 9598.0 7402.0 38.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000 2196.0 521704.0 525837.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844 208882.0 3.0 1561.0 True
70 68 pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Pytest support for asyncio. testing 28 True pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000 2020-12-01 01:03:16.000 2020-12-01 01:03:15.000 657.0 2020-06-23 22:10:28.000 0.14.0 18.0 conda-forge/pytest-asyncio ['pytest'] pytest-asyncio 74.0 59.0 91.0 157.0 10194.0 8166.0 26.0 https://pypi.org/project/pytest-asyncio 2020-06-23 22:10:28.000 2028.0 531046.0 537161.0 https://anaconda.org/conda-forge/pytest-asyncio 2020-10-30 17:49:56.641 269064.0 2.0
71 69 breathe https://github.com/michaeljones/breathe ReStructuredText and Sphinx bridge to Doxygen. documentation 28 True michaeljones/breathe https://github.com/michaeljones/breathe BSD-3-Clause 2009-02-03 18:52:25.000 2021-01-08 04:56:58.938 2021-01-08 00:06:53.000 504.0 2021-01-08 00:09:39.000 4.26.0 52.0 conda-forge/breathe breathe 134.0 88.0 301.0 1344.0 5824.0 3816.0 87.0 https://pypi.org/project/breathe 2021-01-08 00:09:39.000 2008.0 43461.0 46747.0 https://anaconda.org/conda-forge/breathe 2021-01-08 04:56:58.938 167591.0 2.0
72 70 flake8-bugbear https://github.com/PyCQA/flake8-bugbear A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in.. linters 28 True PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000 2020-11-29 22:09:57.000 2020-11-29 22:09:56.000 494.0 2020-11-23 23:15:47.000 20.11.1 29.0 conda-forge/flake8-bugbear ['flake8'] flake8-bugbear 36.0 32.0 48.0 151.0 3927.0 2887.0 32.0 https://pypi.org/project/flake8-bugbear 2020-11-23 23:15:47.000 1040.0 255366.0 265193.0 https://anaconda.org/conda-forge/flake8-bugbear 2020-11-24 05:42:24.272 167067.0 2.0
73 71 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 28 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2020-12-14 03:19:38.747 2020-12-13 22:15:44.000 418.0 2020-12-13 22:17:40.000 5.0.1 47.0 conda-forge/setuptools_scm setuptools_scm 119.0 54.0 248.0 947.0 694.0 77.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000 694.0 7079822.0 7088909.0 https://anaconda.org/conda-forge/setuptools_scm 2020-12-14 03:19:38.747 527083.0 2.0
74 72 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 28 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000 2020-11-23 03:29:18.000 2020-10-03 17:22:54.000 365.0 2017-01-26 22:13:14.000 0.6.1 11.0 conda-forge/mccabe mccabe 37.0 7.0 33.0 128.0 197146.0 166136.0 20.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000 31010.0 6480893.0 6517711.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536 2025037.0 1.0
75 73 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 28 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000 2021-01-11 13:37:25.000 2020-11-23 13:46:36.000 353.0 2020-11-14 08:08:43.000 2.0.0 13.0 conda-forge/prettytable prettytable 51.0 10.0 25.0 299.0 13780.0 13780.0 25.0 https://pypi.org/project/prettytable 2020-11-14 08:08:43.000 0.0 1596418.0 1600517.0 https://anaconda.org/conda-forge/prettytable 2020-11-14 10:12:39.810 225460.0 3.0 True
76 74 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 28 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2020-11-25 21:07:11.000 2020-11-25 20:26:24.000 210.0 2020-11-12 11:18:09.000 4.0.0 36.0 ['flake8'] hacking 68.0 1039.0 8690.0 175.0 https://pypi.org/project/hacking 2020-11-12 11:18:09.000 8690.0 53690.0 53690.0 2.0
77 75 Nuitka https://github.com/Nuitka/Nuitka Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,.. packaging 27 True Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000 2021-01-11 17:23:33.000 2021-01-11 17:20:36.000 3697.0 2020-12-07 11:50:19.000 0.6.10 125.0 conda-forge/nuitka nuitka 248.0 172.0 583.0 7107.0 54.0 87.0 https://pypi.org/project/nuitka 2020-12-30 01:13:12.000 54.0 7364.0 11569.0 https://anaconda.org/conda-forge/nuitka 2021-01-10 20:42:29.666 239728.0 2.0
78 76 mimesis https://github.com/lk-geimfari/mimesis Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. testing 27 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2021-01-12 10:46:50.000 2021-01-12 10:46:43.000 3192.0 2020-12-21 11:12:37.000 4.1.3 30.0 mimesis 268.0 12.0 270.0 1918.0 84.0 106.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000 84.0 13382.0 13384.0 2.0 136.0
79 77 pytype https://github.com/google/pytype A static type analyzer for Python code. linters 27 True google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000 2021-01-11 20:43:37.000 2021-01-11 20:43:34.000 3043.0 2020-12-23 23:04:26.000 2020.12.23 82.0 conda-forge/pytype pytype 173.0 122.0 261.0 3982.0 88.0 53.0 https://pypi.org/project/pytype 2020-12-23 23:04:26.000 88.0 35137.0 38356.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617 25757.0 2.0
80 78 memory-profiler https://github.com/pythonprofilers/memory_profiler Monitor Memory usage of Python code. profiling 27 True pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000 2020-12-03 12:57:49.000 2020-12-03 12:57:47.000 2679.0 2018-08-16 03:16:49.000 0.54.0 52.0 memory_profiler 292.0 82.0 98.0 618.0 534.0 83.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 110393.0 110393.0 2.0
81 79 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 27 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000 2020-12-31 09:47:08.000 2020-12-31 09:47:07.000 2409.0 2020-08-21 11:12:14.000 3.2.0 26.0 conda-forge/pyinstrument pyinstrument 92.0 18.0 51.0 407.0 339.0 203.0 22.0 https://pypi.org/project/pyinstrument 2020-09-09 18:00:59.000 136.0 67626.0 68787.0 https://anaconda.org/conda-forge/pyinstrument 2020-12-17 19:08:06.344 60391.0 2.0
82 80 Diamond https://github.com/python-diamond/Diamond Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of.. profiling 27 False python-diamond/Diamond https://github.com/python-diamond/Diamond MIT 2013-10-11 23:32:13.000 2020-12-28 06:55:11.000 2018-03-15 16:54:31.000 1596.0 2016-11-25 22:13:29.000 4.0.515 36.0 diamond 592.0 226.0 128.0 3219.0 85.0 54.0 342.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 31.0 19085.0 19085.0 2.0
83 81 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 27 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000 2020-12-30 15:25:53.000 2020-10-21 22:30:57.000 1358.0 2020-10-21 22:32:26.000 1.3.1 91.0 conda-forge/prospector prospector 115.0 36.0 211.0 1051.0 3155.0 2017.0 67.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000 1138.0 68286.0 68689.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628 21401.0 2.0
84 82 wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide The strictest and most opinionated python linter ever!. linters 27 True wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000 2021-01-12 08:17:55.000 2021-01-12 08:17:51.000 1321.0 2020-07-29 16:50:22.000 0.14.1 48.0 wemake-python-styleguide 256.0 102.0 815.0 1516.0 242.0 235.0 130.0 https://pypi.org/project/wemake-python-styleguide 2020-07-29 15:43:28.000 7.0 17220.0 17220.0 2.0
85 83 pyelftools https://github.com/eliben/pyelftools Parsing ELF and DWARF in Python. debugging 27 True eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000 2021-01-12 15:03:49.000 2021-01-12 15:03:47.000 1142.0 7.0 conda-forge/pyelftools pyelftools 377.0 48.0 107.0 565.0 2546.0 1662.0 73.0 https://pypi.org/project/pyelftools 2019-12-05 13:39:36.000 884.0 399312.0 400281.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901 56237.0 2.0
86 84 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 27 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647 2020-11-20 08:50:44.000 2020-11-20 08:50:43.000 1122.0 2020-08-19 09:18:57.000 2.1 39.0 conda-forge/vulture vulture 63.0 8.0 127.0 667.0 1153.0 793.0 25.0 https://pypi.org/project/vulture 2020-08-11 21:29:41.000 360.0 59496.0 60204.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062 37558.0 2.0
87 85 doit https://github.com/pydoit/doit task management & automation tool. build-tools 27 True pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000 2020-12-08 01:22:37.000 2020-09-01 16:32:08.000 943.0 2020-09-04 06:38:01.000 0.33.1 43.0 conda-forge/doit doit 112.0 65.0 185.0 1339.0 1112.0 646.0 50.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000 466.0 35522.0 36593.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103 39663.0 3.0
88 86 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 27 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000 2021-01-11 20:29:46.000 2021-01-11 20:29:46.000 926.0 2021-01-11 04:10:50.000 1.10.2 36.0 conda-forge/safety safety 79.0 40.0 67.0 368.0 2138.0 1594.0 35.0 https://pypi.org/project/safety 2021-01-11 04:10:50.000 544.0 228623.0 230658.0 https://anaconda.org/conda-forge/safety 2021-01-11 13:52:07.584 11915.0 2.0 14407.0
89 87 nose2 https://github.com/nose-devs/nose2 The successor to nose, based on unittest2. testing 27 True nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000 2021-01-03 17:10:37.000 2020-03-03 16:52:03.000 660.0 2020-02-02 00:58:56.000 0.9.2 25.0 conda-forge/nose2 nose2 127.0 62.0 178.0 934.0 5298.0 3360.0 69.0 https://pypi.org/project/nose2 2020-02-02 00:58:56.000 1938.0 151491.0 152225.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 23507.0 2.0
90 88 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 27 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000 2020-12-23 06:06:36.000 2020-12-09 16:11:46.000 558.0 2020-11-27 15:28:40.000 1.3.2 17.0 conda-forge/yappi yappi 38.0 10.0 30.0 635.0 989.0 349.0 21.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000 640.0 65815.0 67177.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992 58574.0 2.0
91 89 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 27 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2020-12-23 02:40:21.000 2020-01-08 07:29:19.000 542.0 2019-12-10 01:50:33.000 0.8.1 14.0 conda-forge/astor astor 77.0 35.0 67.0 258.0 3756.0 28.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000 3756.0 1888248.0 1910797.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1014717.0 2.0
92 90 pylint-django https://github.com/PyCQA/pylint-django Pylint plugin for improving code analysis for when using Django. linters 27 True PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000 2021-01-12 09:07:20.984 2021-01-10 12:24:27.000 436.0 2021-01-10 12:27:12.000 2.4.2 48.0 conda-forge/pylint-django ['pylint'] pylint-django 93.0 20.0 142.0 529.0 13604.0 11358.0 55.0 https://pypi.org/project/pylint-django 2021-01-10 12:25:25.000 2246.0 240087.0 241408.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984 69526.0 2.0 160.0
93 91 python-coloredlogs https://github.com/xolox/python-coloredlogs Colored terminal output for Python's logging module. logging 27 True xolox/python-coloredlogs https://github.com/xolox/python-coloredlogs MIT 2013-05-30 18:57:12.000 2020-12-10 13:10:51.000 2020-12-10 13:09:55.000 392.0 2018-04-29 22:06:15.000 9.3.1 62.0 coloredlogs 34.0 20.0 49.0 271.0 8605.0 6509.0 16.0 https://pypi.org/project/coloredlogs 2020-12-10 13:10:51.000 2096.0 551690.0 551690.0 3.0 True
94 92 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 27 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2020-12-11 12:47:31.000 2020-05-15 02:47:02.000 379.0 2020-05-15 02:43:35.000 1.4.1 26.0 conda-forge/ddt ddt 93.0 16.0 29.0 206.0 5704.0 3220.0 32.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000 2484.0 126311.0 127452.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932 52511.0 2.0
95 93 gast https://github.com/serge-sans-paille/gast Python AST that abstracts the underlying Python version. ast 27 True serge-sans-paille/gast https://github.com/serge-sans-paille/gast BSD-3-Clause 2016-07-18 10:39:07.000 2020-11-26 20:25:06.000 2020-11-26 20:24:53.000 96.0 2020-08-07 21:45:21.000 0.4.0 16.0 conda-forge/gast gast 20.0 4.0 20.0 80.0 48517.0 45129.0 10.0 https://pypi.org/project/gast 2020-08-07 21:45:21.000 3388.0 3937978.0 3968042.0 https://anaconda.org/conda-forge/gast 2020-08-07 22:36:47.303 962077.0 2.0 -1.0
96 94 pyenv https://github.com/pyenv/pyenv Simple Python version management. virtual-envs 26 True pyenv/pyenv https://github.com/pyenv/pyenv MIT 2012-08-31 06:57:52.000 2021-01-11 17:11:37.000 2021-01-10 14:50:28.000 22019.0 2021-01-10 03:54:20.000 1.2.22 30.0 pyenv 1917.0 294.0 949.0 2353.0 1.0 300.0 https://pypi.org/project/pyenv 2019-01-12 14:42:27.000 1.0 3945.0 3945.0 2.0
97 95 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 26 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000 2021-01-11 05:32:45.000 2021-01-06 18:25:58.000 6396.0 2020-02-24 06:04:00.000 0.3.3 26.0 py-spy 216.0 53.0 126.0 340.0 544.0 519.0 19.0 https://pypi.org/project/py-spy 2020-06-22 23:38:51.000 25.0 217660.0 217886.0 3.0 4079.0 py-spy
98 96 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 26 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000 2021-01-12 22:39:10.000 2021-01-12 22:39:03.000 6126.0 2021-01-11 16:49:17.000 1.1.101 185.0 254.0 2.0 1173.0 2843.0 41.0 37.0 48.0 24579.0 2.0 pyright https://www.npmjs.com/package/pyright 2021-01-11 16:47:07.310 4.0 24579.0
99 97 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 26 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000 2021-01-12 20:13:45.000 2021-01-11 19:44:23.000 5125.0 2020-11-12 01:14:55.000 0.0.58 54.0 pyre-check 296.0 59.0 172.0 8320.0 23.0 140.0 https://pypi.org/project/pyre-check 2020-11-12 01:14:55.000 23.0 5773.0 5773.0 2.0
100 98 coala https://github.com/coala/coala coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming.. linters 26 True coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000 2021-01-08 15:51:12.000 2020-05-04 07:15:23.000 3118.0 2017-05-30 10:07:57.000 0.11.1 730.0 coala-bears 1363.0 852.0 2353.0 4469.0 82.0 10.0 473.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 72.0 5719.0 5720.0 2.0 135.0
101 99 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 26 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579 2021-01-12 19:18:36.000 2021-01-12 19:18:29.000 1041.0 2019-08-08 15:19:16.000 3.1.2 14.0 conda-forge/scons scons 208.0 664.0 2616.0 6812.0 50.0 129.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000 50.0 91328.0 94354.0 https://anaconda.org/conda-forge/scons 2021-01-08 12:12:21.963 138528.0 3.0 341.0 2.0
102 100 pytest-bdd https://github.com/pytest-dev/pytest-bdd BDD library for the py.test runner. testing 26 True pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000 2020-12-07 12:42:45.000 2020-12-07 12:38:07.000 760.0 2020-12-07 12:41:15.000 4.0.2 89.0 conda-forge/pytest-bdd ['pytest'] pytest-bdd 129.0 102.0 126.0 634.0 1361.0 1093.0 37.0 https://pypi.org/project/pytest-bdd 2020-12-07 12:41:15.000 268.0 55756.0 56642.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 17729.0 3.0
103 101 pytest-benchmark https://github.com/ionelmc/pytest-benchmark py.test fixture for benchmarking code. testing 26 True ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000 2020-11-02 10:37:20.000 2020-11-02 10:37:12.000 695.0 2020-01-10 10:25:10.000 3.2.3 39.0 conda-forge/pytest-benchmark ['pytest'] pytest-benchmark 62.0 62.0 74.0 953.0 2224.0 1494.0 29.0 https://pypi.org/project/pytest-benchmark 2020-01-10 10:25:10.000 730.0 119860.0 125516.0 https://anaconda.org/conda-forge/pytest-benchmark 2020-03-24 11:45:49.727 328080.0 3.0
104 102 green https://github.com/CleanCut/green Green is a clean, colorful, fast python test runner. testing 26 True CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000 2020-12-14 17:20:18.000 2020-12-14 17:20:18.000 680.0 2020-11-23 18:43:18.000 3.2.5 139.0 conda-forge/green green 73.0 12.0 158.0 1036.0 903.0 545.0 37.0 https://pypi.org/project/green 2020-11-23 18:43:18.000 358.0 9055.0 10636.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157 63263.0 3.0
105 103 pytest-sugar https://github.com/Teemu/pytest-sugar a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail.. testing 26 True Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000 2020-10-24 19:01:48.000 2020-10-24 18:04:51.000 660.0 2020-04-26 13:34:09.000 0.9.3 24.0 conda-forge/pytest-sugar ['pytest'] pytest-sugar 48.0 35.0 68.0 344.0 11150.0 6570.0 38.0 https://pypi.org/project/pytest-sugar 2020-04-26 13:34:09.000 4580.0 214985.0 217088.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029 86256.0 3.0
106 104 pdbpp https://github.com/pdbpp/pdbpp pdb++, a drop-in replacement for pdb (the Python debugger). debugging 26 True pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000 2020-12-30 21:40:44.000 2020-11-22 13:22:19.000 647.0 2019-04-18 20:10:18.000 0.10.2 25.0 conda-forge/pdbpp pdbpp 35.0 50.0 105.0 682.0 2792.0 1836.0 39.0 https://pypi.org/project/pdbpp 2019-10-04 12:04:09.000 956.0 68062.0 69255.0 https://anaconda.org/conda-forge/pdbpp 2019-05-07 20:32:36.208 48951.0 2.0
107 105 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 26 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000 2020-10-30 10:46:27.000 2020-10-23 23:38:43.000 516.0 2020-03-02 14:42:32.000 2.0.2 22.0 conda-forge/pyhamcrest pyhamcrest 79.0 10.0 40.0 531.0 3392.0 34.0 https://pypi.org/project/pyhamcrest 2020-03-02 14:42:32.000 3392.0 1472852.0 1478428.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195 312277.0 3.0
108 106 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 26 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000 2020-10-13 15:54:16.000 2020-10-13 15:54:13.000 500.0 2020-02-11 15:14:12.000 2.13.3 100.0 zc.buildout 170.0 138.0 184.0 1574.0 1974.0 87.0 https://pypi.org/project/zc.buildout 2020-05-25 08:46:02.000 1974.0 90766.0 90766.0 3.0
109 107 nox https://github.com/theacodes/nox Flexible test automation for Python. testing 26 True theacodes/nox https://github.com/theacodes/nox Apache-2.0 2016-02-24 04:02:58.000 2021-01-06 20:13:32.270 2021-01-01 01:11:36.000 470.0 2021-01-01 01:16:23.000 2020.12.31 18.0 conda-forge/nox ['pytest'] nox 80.0 50.0 139.0 340.0 471.0 415.0 47.0 https://pypi.org/project/nox 2021-01-01 01:16:23.000 56.0 246908.0 247487.0 https://anaconda.org/conda-forge/nox 2021-01-06 20:13:32.270 15637.0 3.0
110 108 sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints Type hints support for the Sphinx autodoc extension. documentation 26 True agronholm/sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000 2020-12-21 10:53:12.000 2020-10-12 20:32:13.000 299.0 2020-06-21 06:33:28.000 1.11.1 28.0 conda-forge/sphinx-autodoc-typehints ['sphinx'] sphinx-autodoc-typehints 60.0 39.0 66.0 157.0 1380.0 27.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000 1380.0 85047.0 88134.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2020-10-12 21:34:27.077 117329.0 2.0
111 109 sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. documentation 26 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2020-12-18 12:21:01.000 2020-11-05 11:21:34.000 297.0 2017-07-05 10:52:34.000 0.7.1 13.0 conda-forge/sphinx-autobuild ['sphinx'] sphinx-autobuild 48.0 10.0 44.0 276.0 4682.0 17.0 https://pypi.org/project/sphinx-autobuild 2017-07-05 10:52:34.000 4682.0 121779.0 122583.0 https://anaconda.org/conda-forge/sphinx-autobuild 2020-12-16 17:57:16.464 36224.0 2.0
112 110 pep8-naming https://github.com/PyCQA/pep8-naming Naming Convention checker for Python. linters 26 False PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000 2021-01-05 20:59:00.000 2021-01-05 19:26:21.000 270.0 2020-06-16 23:48:52.000 0.11.1 21.0 conda-forge/pep8-naming pep8-naming 44.0 9.0 61.0 210.0 8518.0 5490.0 26.0 https://pypi.org/project/pep8-naming 2020-06-16 23:48:52.000 3028.0 256268.0 259220.0 https://anaconda.org/conda-forge/pep8-naming 2020-07-01 03:49:33.929 174173.0 2.0
113 111 pytest-mypy https://github.com/dbader/pytest-mypy Mypy static type checker plugin for Pytest. testing 26 True dbader/pytest-mypy https://github.com/dbader/pytest-mypy MIT 2016-09-29 14:39:23.000 2020-11-24 14:50:18.057 2020-11-13 23:44:03.000 185.0 2020-11-14 01:36:41.000 0.8.0 16.0 conda-forge/pytest-mypy ['pytest'] pytest-mypy 31.0 8.0 32.0 202.0 1114.0 848.0 15.0 https://pypi.org/project/pytest-mypy 2020-11-14 01:36:41.000 266.0 97015.0 97596.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 6401.0 3.0
114 112 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 25 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000 2021-01-12 15:55:30.000 2021-01-12 15:55:24.000 19128.0 2021-01-03 14:27:24.000 1.5 63.0 sqlmap 4096.0 44.0 4140.0 9671.0 8.0 103.0 https://pypi.org/project/sqlmap 2021-01-03 14:25:31.000 8.0 5648.0 5648.0 2.0
115 113 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 25 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2021-01-12 23:05:00.000 2021-01-11 22:05:03.000 3701.0 2020-12-28 21:46:10.000 0.171.1 43.0 playwright 285.0 29.0 141.0 256.0 67.0 67.0 13.0 https://pypi.org/project/playwright 2020-12-28 21:47:53.000 0.0 14397.0 14397.0 3.0 True
116 114 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 25 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151 2020-11-25 23:27:25.000 2020-11-19 15:52:01.000 3490.0 2020-01-12 22:11:51.000 3.0.2 8.0 conda-forge/line_profiler line_profiler 245.0 21.0 7.0 139.0 692.0 20.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000 692.0 197890.0 200501.0 https://anaconda.org/conda-forge/line_profiler 2020-11-21 01:07:52.592 146237.0 3.0
117 115 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 25 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000 2020-12-29 05:34:09.000 2020-11-16 01:36:32.000 1624.0 2020-11-16 03:43:07.000 1.0.2 41.0 uiautomator 571.0 165.0 114.0 316.0 295.0 173.0 13.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000 122.0 4525.0 4525.0 3.0
118 116 flit https://github.com/takluyver/flit Simplified packaging of Python modules. build-tools 25 True takluyver/flit https://github.com/takluyver/flit BSD-3-Clause 2015-03-13 21:22:27.000 2020-12-04 10:55:35.000 2020-11-19 11:50:56.000 1284.0 2020-04-08 08:04:11.000 3.0.0 38.0 conda-forge/flit flit 63.0 68.0 147.0 847.0 226.0 41.0 https://pypi.org/project/flit 2020-09-06 10:57:48.000 226.0 35298.0 36712.0 https://anaconda.org/conda-forge/flit 2020-10-14 10:18:51.643 66475.0 3.0
119 117 pybuilder https://github.com/pybuilder/pybuilder Software build automation tool for Python. build-tools 25 True pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000 2020-10-21 02:59:32.000 2020-10-18 16:56:10.000 1273.0 2020-10-06 16:13:40.000 0.12.10 449.0 pybuilder 230.0 83.0 388.0 1284.0 110.0 35.0 https://pypi.org/project/pybuilder 2020-10-18 17:13:30.000 110.0 7009.0 7009.0 3.0
120 118 pympler https://github.com/pympler/pympler Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. profiling 25 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000 2020-12-22 22:15:18.000 2020-10-15 19:16:49.000 722.0 2016-03-31 11:48:42.000 0.4.3 15.0 conda-forge/pympler pympler 67.0 32.0 46.0 443.0 478.0 26.0 https://pypi.org/project/pympler 2020-10-14 20:27:50.000 478.0 97725.0 101242.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935 161815.0 3.0
121 119 sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme Sphinx Bootstrap Theme. documentation 25 False ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000 2020-05-13 20:22:32.000 2019-09-25 19:17:09.000 574.0 2019-03-29 17:36:17.000 0.7.0 55.0 ['sphinx'] sphinx-bootstrap-theme 180.0 47.0 78.0 393.0 2634.0 1862.0 37.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:36:17.000 772.0 24050.0 24050.0 2.0
122 120 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 25 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000 2021-01-09 11:48:40.000 2021-01-09 11:48:40.000 559.0 2020-10-19 08:18:56.000 2.10.0 37.0 conda-forge/typeguard typeguard 51.0 26.0 107.0 219.0 158.0 16.0 https://pypi.org/project/typeguard 2020-10-19 08:18:56.000 158.0 554182.0 555195.0 https://anaconda.org/conda-forge/typeguard 2020-06-07 13:28:30.133 24312.0 3.0
123 121 pytest-watch https://github.com/joeyespo/pytest-watch Local continuous test runner with pytest and watchdog. testing 25 False joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000 2020-11-14 03:41:13.000 2019-06-15 20:36:43.000 532.0 2018-05-20 19:52:16.000 4.2.0 17.0 conda-forge/pytest-watch ['pytest'] pytest-watch 48.0 30.0 40.0 183.0 2153.0 1926.0 16.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 227.0 100827.0 101676.0 https://anaconda.org/conda-forge/pytest-watch 2020-10-13 03:33:27.252 30570.0 3.0
124 122 Mamba Test Runner https://github.com/nestorsalceda/mamba The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). testing 25 True nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000 2020-11-17 20:29:45.000 2020-11-16 12:31:58.000 453.0 2020-11-16 12:36:24.000 0.11.2 21.0 mamba 61.0 45.0 52.0 468.0 220.0 22.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000 220.0 8723.0 8723.0 3.0 True
125 123 paver https://github.com/paver/paver Python-based project scripting. build-tools 25 True paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000 2020-12-29 19:27:26.000 2020-12-29 19:24:52.000 434.0 2017-12-31 01:13:41.000 1.3.4 28.0 conda-forge/paver paver 76.0 36.0 90.0 525.0 1876.0 44.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000 1876.0 18361.0 18753.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 19621.0 3.0
126 124 autoflake https://github.com/myint/autoflake Removes unused imports and unused variables as reported by pyflakes. refactoring 25 True myint/autoflake https://github.com/myint/autoflake MIT 2012-12-27 03:40:17.000 2020-12-27 17:36:41.000 2020-12-27 17:36:40.000 340.0 2019-08-04 15:14:24.000 1.3.1 36.0 conda-forge/autoflake autoflake 38.0 22.0 32.0 439.0 2389.0 1809.0 17.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000 580.0 168850.0 171452.0 https://anaconda.org/conda-forge/autoflake 2019-04-25 16:08:45.978 54656.0 2.0
127 125 check-manifest https://github.com/mgedmin/check-manifest Tool to check the completeness of MANIFEST.in for Python packages. linters 25 True mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000 2021-01-04 16:36:49.618 2021-01-04 14:37:29.000 218.0 40.0 conda-forge/check-manifest check-manifest 29.0 14.0 69.0 515.0 5839.0 4035.0 18.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000 1804.0 105094.0 105811.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618 17930.0 2.0
128 126 astunparse https://github.com/simonpercivall/astunparse An AST unparser for Python. ast 25 False simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000 2020-09-29 18:11:33.000 2019-12-22 18:11:19.000 154.0 2019-12-22 18:12:11.000 1.6.3 11.0 conda-forge/astunparse astunparse 34.0 14.0 21.0 86.0 11298.0 11116.0 10.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 182.0 2080167.0 2081341.0 https://anaconda.org/conda-forge/astunparse 2019-01-22 10:00:56.794 50513.0 3.0
129 127 gdbgui https://github.com/cs01/gdbgui Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in.. debugging 24 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000 2020-12-21 03:07:33.000 2020-12-21 02:51:39.000 7768.0 2020-12-21 03:07:33.000 0.14.0.2 90.0 gdbgui 457.0 105.0 153.0 420.0 63.0 61.0 35.0 https://pypi.org/project/gdbgui 2020-12-21 02:53:00.000 2.0 9811.0 10143.0 3.0 1992.0
130 128 better-exceptions https://github.com/Qix-/better-exceptions Pretty and useful exceptions in Python, automatically. logging 24 True Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000 2021-01-02 12:26:41.000 2021-01-02 12:26:40.000 3842.0 2020-12-24 08:34:45.000 0.3.2 15.0 better-exceptions 193.0 29.0 40.0 96.0 74.0 14.0 https://pypi.org/project/better-exceptions 2020-12-24 08:34:45.000 74.0 22342.0 22342.0 3.0
131 129 notifiers https://github.com/liiight/notifiers The easy way to send notifications. logging 24 True liiight/notifiers https://github.com/liiight/notifiers MIT 2017-06-01 10:20:18.000 2020-12-30 22:21:46.000 2020-12-30 22:21:45.000 1760.0 2019-10-05 13:00:41.000 1.2.1 26.0 notifiers 68.0 35.0 52.0 377.0 108.0 102.0 14.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000 6.0 192625.0 192625.0 3.0 True
132 130 alive-progress https://github.com/rsalmei/alive-progress A new kind of Progress Bar, with real time throughput, eta and very cool animations!. logging 24 True rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000 2021-01-09 16:00:22.000 2021-01-08 01:36:09.000 1727.0 2021-01-08 01:37:28.000 1.6.2 19.0 conda-forge/alive-progress alive-progress 46.0 13.0 37.0 246.0 210.0 210.0 1.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000 0.0 17270.0 17760.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990 5391.0 3.0 True
133 131 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 24 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2020-11-05 21:21:11.000 2020-11-05 21:21:09.000 1236.0 2020-09-17 01:55:39.000 0.9.0 8.0 conda-forge/bowler bowler 85.0 43.0 33.0 177.0 10.0 26.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000 10.0 34821.0 35151.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 8582.0 2.0
134 132 asv https://github.com/airspeed-velocity/asv Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. testing 24 True airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000 2020-12-22 14:28:14.000 2020-12-22 14:28:12.000 546.0 2020-05-16 12:35:26.000 0.4.2 16.0 conda-forge/asv asv 121.0 100.0 296.0 1887.0 161.0 117.0 53.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000 44.0 4766.0 10328.0 https://anaconda.org/conda-forge/asv 2020-12-11 12:30:25.113 267017.0 3.0
135 133 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 24 True dropbox/mypy-protobuf https://github.com/dropbox/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000 2021-01-03 02:37:16.000 2020-12-28 17:25:33.000 299.0 23.0 mypy-protobuf 51.0 14.0 49.0 195.0 195.0 171.0 25.0 https://pypi.org/project/mypy-protobuf 2020-06-18 21:38:10.000 24.0 203481.0 203481.0 3.0
136 134 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 24 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000 2021-01-04 16:54:08.000 2021-01-04 16:54:07.000 262.0 2020-11-16 10:02:15.000 3.5.0 20.0 pytest-randomly 21.0 6.0 27.0 322.0 107.0 14.0 https://pypi.org/project/pytest-randomly 2020-11-16 10:02:15.000 107.0 240301.0 240301.0 3.0
137 135 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 24 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000 2021-01-11 00:23:04.000 2020-11-24 02:29:06.000 256.0 2020-11-24 02:49:27.000 1.5.8 45.0 conda-forge/darglint darglint 21.0 35.0 81.0 454.0 268.0 248.0 17.0 https://pypi.org/project/darglint 2020-11-24 02:49:27.000 20.0 42266.0 42711.0 https://anaconda.org/conda-forge/darglint 2020-11-24 05:07:32.192 7126.0 3.0
138 136 flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions A flake8 plugin to help you write better list/set/dict comprehensions. linters 24 True adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000 2021-01-04 16:44:40.000 2021-01-04 16:44:38.000 244.0 2020-12-19 10:49:01.000 3.3.1 25.0 conda-forge/flake8-comprehensions ['flake8'] flake8-comprehensions 12.0 10.0 28.0 306.0 714.0 9.0 https://pypi.org/project/flake8-comprehensions 2020-12-19 10:49:01.000 714.0 179781.0 184605.0 https://anaconda.org/conda-forge/flake8-comprehensions 2020-12-20 00:33:24.687 241208.0 3.0
139 137 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 24 True PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000 2020-10-20 13:40:35.000 2020-08-04 12:21:12.000 231.0 2019-03-04 08:39:11.000 0.18.1 34.0 conda-forge/flake8-import-order ['flake8'] flake8-import-order 58.0 8.0 83.0 274.0 1892.0 40.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000 1892.0 168289.0 171877.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199 179418.0 3.0
140 138 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 24 True zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000 2020-06-06 07:55:44.000 2020-05-12 23:46:18.000 120.0 2020-05-12 23:12:42.000 3.2.0 37.0 conda-forge/flake8-quotes ['flake8'] flake8-quotes 32.0 3.0 39.0 99.0 4091.0 2687.0 28.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000 1404.0 185003.0 187649.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431 137622.0 3.0
141 139 py2app https://github.com/ronaldoussoren/py2app py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins.. packaging 24 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000 2021-01-02 09:31:59.000 2020-12-26 12:32:49.000 96.0 2020-09-16 09:18:09.000 0.22 38.0 py2app 6.0 131.0 192.0 594.0 5106.0 3464.0 24.0 https://pypi.org/project/py2app 2021-01-02 09:31:59.000 1642.0 8739.0 8739.0 2.0
142 140 Bpytop https://github.com/aristocratos/bpytop Linux/OSX/FreeBSD resource monitor. profiling 23 True aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000 2021-01-11 20:53:19.000 2021-01-11 20:53:15.000 5065.0 2021-01-10 11:52:16.000 1.0.58 43.0 bpytop 183.0 23.0 157.0 349.0 26.0 https://pypi.org/project/bpytop 2021-01-10 11:52:16.000 12391.0 12391.0 3.0 True
143 141 vprof https://github.com/nvdv/vprof Visual profiler for Python. profiling 23 True nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000 2020-11-08 14:27:24.000 2020-11-08 14:27:12.000 3707.0 2018-06-24 14:16:36.000 0.37.6 24.0 vprof 165.0 22.0 56.0 618.0 78.0 69.0 17.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000 9.0 1657.0 1657.0 3.0
144 142 rebound https://github.com/shobrook/rebound Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. logging 23 True shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872 2021-01-11 02:37:09.271 2021-01-04 03:14:37.000 3447.0 2021-01-04 16:34:49.000 3.13.2 161.0 conda-forge/rebound rebound 319.0 20.0 38.0 166.0 30.0 16.0 16.0 https://pypi.org/project/rebound 2021-01-04 16:34:49.000 14.0 1018.0 3084.0 https://anaconda.org/conda-forge/rebound 2021-01-11 02:37:09.271 90750.0 3.0 158.0 True
145 143 MonkeyType https://github.com/Instagram/MonkeyType A system for Python that generates static type annotations by collecting runtime types. refactoring 23 True Instagram/MonkeyType https://github.com/Instagram/MonkeyType BSD-3-Clause 2017-07-11 00:19:00.000 2021-01-04 20:33:05.000 2021-01-04 20:33:03.000 3219.0 2020-04-04 04:48:23.000 20.5.0 20.0 conda-forge/monkeytype monkeytype 119.0 29.0 100.0 261.0 147.0 113.0 35.0 https://pypi.org/project/monkeytype 2020-05-18 19:40:30.000 34.0 6339.0 7100.0 https://anaconda.org/conda-forge/monkeytype 2020-05-19 00:57:07.937 27404.0 2.0
146 144 pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Testinfra test your infrastructures. testing 23 True pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000 2021-01-03 00:53:53.000 2021-01-03 00:53:52.000 1822.0 2020-11-12 20:35:38.000 6.1.0 3.0 ['pytest'] pytest-testinfra 263.0 107.0 192.0 631.0 101.0 https://pypi.org/project/pytest-testinfra 2020-11-12 20:35:38.000 40435.0 40435.0 3.0
147 145 stackprinter https://github.com/cknd/stackprinter Debugging-friendly exceptions for Python. logging 23 True cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000 2021-01-02 06:03:14.000 2021-01-01 18:48:26.000 1118.0 2020-10-31 13:10:42.000 0.2.5 14.0 stackprinter 31.0 9.0 12.0 159.0 40.0 36.0 6.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000 4.0 57911.0 57911.0 3.0 -1.0
148 146 shiv https://github.com/linkedin/shiv shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all.. packaging 23 True linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000 2020-12-14 23:37:39.000 2020-12-14 23:37:34.000 1106.0 2020-10-19 03:49:16.000 0.4.0 53.0 shiv 62.0 26.0 54.0 177.0 10.0 29.0 https://pypi.org/project/shiv 2020-10-19 03:49:16.000 10.0 3467.0 3473.0 2.0 112.0
149 147 mamba https://github.com/mamba-org/mamba The Fast Cross-Platform Package Manager. dependency-managers 23 True mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000 2021-01-11 12:55:35.000 2021-01-11 12:55:34.000 1031.0 54.0 conda-forge/mamba 57.0 101.0 218.0 890.0 297.0 297.0 30.0 15221.0 https://anaconda.org/conda-forge/mamba 2020-12-16 16:29:16.056 334865.0 3.0 -2.0
150 148 pyarmor https://github.com/dashingsoft/pyarmor A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. security 23 False dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000 2021-01-09 00:57:50.000 2021-01-09 00:57:42.000 814.0 2021-01-04 01:02:33.000 6.6.0 217.0 pyarmor 110.0 11.0 405.0 2948.0 149.0 139.0 13.0 https://pypi.org/project/pyarmor 2021-01-04 01:02:33.000 10.0 18496.0 18496.0 3.0 18.0
151 149 pylama https://github.com/klen/pylama Code audit tool for python. linters 23 False klen/pylama https://github.com/klen/pylama LGPL-3.0 2012-08-17 10:10:10.000 2020-08-02 16:32:20.000 2019-04-10 18:20:19.000 751.0 2018-11-02 11:01:56.000 7.6.6 97.0 pylama 70.0 60.0 53.0 689.0 2558.0 2155.0 38.0 https://pypi.org/project/pylama 2018-11-02 11:01:56.000 403.0 48900.0 48900.0 3.0
152 150 cx_Freeze https://github.com/marcelotduarte/cx_Freeze Create standalone executables from Python scripts, with the same performance and is cross-platform. packaging 23 True marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze PSF-2.0 2017-01-22 04:25:52.000 2021-01-12 23:20:12.000 2021-01-03 20:23:17.000 628.0 2021-01-10 05:04:44.000 6.5.post0 13.0 conda-forge/cx_freeze cx_freeze 141.0 71.0 522.0 925.0 153.0 86.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000 153.0 17892.0 19673.0 https://anaconda.org/conda-forge/cx_freeze 2021-01-05 08:47:35.640 42746.0 2.0 1.0
153 151 redbaron https://github.com/PyCQA/redbaron Bottom-up approach to refactoring in python. refactoring 23 False pycqa/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000 2020-12-13 18:51:56.000 2019-08-11 17:42:44.000 506.0 2019-03-17 19:03:54.000 0.9.2 15.0 redbaron 64.0 59.0 46.0 1669.0 361.0 233.0 34.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000 128.0 6370.0 6370.0 2.0
154 152 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 23 True myint/docformatter https://github.com/myint/docformatter MIT 2012-05-26 21:40:48.000 2020-12-28 10:17:29.000 2020-12-27 18:10:35.000 194.0 2019-11-10 16:23:03.000 1.3.1 48.0 docformatter 27.0 18.0 22.0 441.0 580.0 470.0 15.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000 110.0 22644.0 22644.0 3.0
155 153 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 23 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000 2021-01-12 08:40:55.000 2021-01-12 08:36:00.000 174.0 2020-10-12 08:27:22.000 1.0.0 10.0 ['flake8'] flake8-eradicate 6.0 2.0 23.0 266.0 72.0 9.0 https://pypi.org/project/flake8-eradicate 2020-10-12 08:26:40.000 72.0 60285.0 60285.0 3.0
156 154 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 23 True predictive-analytics-lab/data-science-types https://github.com/predictive-analytics-lab/data-science-types Apache-2.0 2019-09-20 11:45:49.000 2021-01-08 16:52:52.000 2021-01-08 12:12:59.000 161.0 2020-12-15 14:14:56.000 0.2.22 25.0 data-science-types 52.0 34.0 21.0 435.0 45.0 45.0 41.0 https://pypi.org/project/data-science-types 2020-12-15 12:21:44.000 0.0 5260.0 5260.0 3.0
157 155 py2exe https://github.com/py2exe/py2exe A distutils extension to create standalone Windows programs from Python code. packaging 23 True py2exe/py2exe https://github.com/py2exe/py2exe MIT 2019-03-11 13:16:35.000 2021-01-12 19:21:35.000 2020-11-07 23:23:29.000 141.0 2020-11-08 11:19:26.000 0.10.1.0 5.0 py2exe 22.0 7.0 45.0 885.0 1152.0 979.0 12.0 https://pypi.org/project/py2exe 2020-11-08 11:19:44.000 173.0 16919.0 17234.0 2.0 6941.0
158 156 flake8-commas https://github.com/PyCQA/flake8-commas Flake8 extension for enforcing trailing commas in python. linters 23 False PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas MIT 2015-12-16 09:25:13.000 2020-12-09 08:41:47.000 2019-06-17 12:14:38.000 119.0 2018-03-19 16:49:31.000 2.0.0 19.0 ['flake8'] flake8-commas 18.0 4.0 25.0 165.0 1343.0 1196.0 9.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000 147.0 153640.0 153640.0 3.0
159 157 asteval https://github.com/newville/asteval minimalistic evaluator of python expression using ast module. ast 23 True newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000 2020-12-10 03:10:39.000 2020-11-21 19:17:17.000 112.0 2020-11-15 20:07:00.000 0.9.21 21.0 conda-forge/asteval asteval 26.0 3.0 40.0 359.0 702.0 464.0 15.0 https://pypi.org/project/asteval 2020-11-15 20:07:00.000 238.0 40795.0 42873.0 https://anaconda.org/conda-forge/asteval 2019-10-23 14:59:12.733 106005.0 3.0
160 158 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 23 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000 2020-08-11 09:43:27.627 2020-08-11 08:04:26.000 97.0 2020-07-08 08:06:12.000 4.0.0 31.0 conda-forge/flake8-isort ['flake8'] flake8-isort 33.0 7.0 37.0 257.0 3299.0 2371.0 28.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000 928.0 134319.0 134960.0 https://anaconda.org/conda-forge/flake8-isort 2020-08-11 09:43:27.627 9617.0 3.0
161 159 Scalene https://github.com/emeryberger/scalene Scalene: a high-performance, high-precision CPU and memory profiler for Python. profiling 22 True emeryberger/scalene https://github.com/emeryberger/scalene Apache-2.0 2019-12-17 20:56:28.000 2021-01-02 20:20:05.000 2021-01-02 20:20:04.000 3424.0 2020-12-09 19:58:56.000 1.1.12 85.0 scalene 120.0 20.0 53.0 803.0 21.0 21.0 16.0 https://pypi.org/project/scalene 2020-12-09 23:42:11.000 0.0 1572.0 1572.0 3.0
162 160 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 22 True python-security/pyt https://github.com/python-security/pyt GPL-2.0 2016-10-26 15:34:48.000 2020-12-25 03:47:37.000 2020-03-08 21:43:06.000 2005.0 2018-11-01 16:02:57.000 0.42 15.0 python-taint 224.0 18.0 75.0 1576.0 46.0 35.0 22.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000 11.0 1010.0 1012.0 3.0 53.0 -1.0
163 161 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 22 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000 2021-01-06 18:11:49.000 2021-01-04 17:13:58.000 740.0 2020-11-11 00:07:02.000 2.7.4 82.0 conda-forge/pyupgrade pyupgrade 48.0 22.0 129.0 541.0 10.0 11.0 https://pypi.org/project/pyupgrade 2020-11-11 00:07:02.000 10.0 34137.0 40067.0 https://anaconda.org/conda-forge/pyupgrade 2020-11-11 12:49:43.382 142325.0 3.0
164 162 pdoc https://github.com/mitmproxy/pdoc A simple command line tool and library to auto generate API documentation for Python libraries. documentation 22 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000 2020-05-05 22:00:00.000 2020-04-12 21:22:02.000 695.0 2016-03-23 17:58:45.000 0.3.2 36.0 pdoc 97.0 60.0 73.0 287.0 566.0 278.0 23.0 https://pypi.org/project/pdoc 2016-03-23 17:58:45.000 288.0 3374.0 3374.0 3.0
165 163 pynsist https://github.com/takluyver/pynsist Build Windows installers for Python applications. packaging 22 True takluyver/pynsist https://github.com/takluyver/pynsist MIT 2014-03-30 19:11:21.000 2020-12-11 22:56:39.000 2020-12-11 22:53:20.000 664.0 2020-07-03 08:11:24.000 2.5.1 20.0 pynsist 95.0 23.0 123.0 532.0 88.0 26.0 https://pypi.org/project/pynsist 2020-11-05 21:10:48.000 88.0 1120.0 1120.0 3.0
166 164 python-hunter https://github.com/ionelmc/python-hunter Hunter is a flexible code tracing toolkit. debugging 22 True ionelmc/python-hunter https://github.com/ionelmc/python-hunter BSD-2-Clause 2015-03-16 18:03:16.000 2020-11-01 12:46:34.000 2020-10-24 10:26:58.000 578.0 2020-10-24 15:25:27.000 3.3.1 41.0 hunter 25.0 33.0 44.0 900.0 87.0 53.0 6.0 https://pypi.org/project/hunter 2020-10-24 15:25:27.000 34.0 5630.0 5630.0 3.0
167 165 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 22 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000 2020-08-05 15:07:23.000 2020-08-05 15:07:10.000 460.0 2020-08-05 15:08:20.000 1.0.3 31.0 conda-forge/pytest-testmon ['pytest'] pytest-testmon 25.0 36.0 71.0 271.0 296.0 247.0 16.0 https://pypi.org/project/pytest-testmon 2019-11-27 13:50:53.000 49.0 24901.0 25656.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 26438.0 3.0
168 166 interrogate https://github.com/econchick/interrogate Explain yourself! Interrogate a codebase for docstring coverage. documentation 22 True econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000 2021-01-04 07:20:57.000 2020-11-03 22:08:37.000 232.0 2020-11-03 22:11:18.000 1.3.2 12.0 interrogate 17.0 11.0 16.0 122.0 308.0 308.0 8.0 https://pypi.org/project/interrogate 2020-11-03 22:11:18.000 18209.0 18209.0 3.0
169 167 memory_profiler https://github.com/fabianp/memory_profiler Monitor Memory usage of Python code. profiling 22 False fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632 2020-10-20 18:00:58.207 2018-06-28 13:35:12.000 59.0 2018-08-16 03:16:49.000 0.54.0 52.0 conda-forge/memory_profiler memory_profiler 11.0 500.0 534.0 61.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 110393.0 112194.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207 100871.0 3.0
170 168 pipx https://github.com/pipxproject/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 21 True pipxproject/pipx https://github.com/pipxproject/pipx MIT 2018-10-06 18:47:46.000 2021-01-12 07:18:18.000 2021-01-12 07:16:18.000 3066.0 2020-10-17 22:50:20.000 0.15.6.0 40.0 pipx 139.0 75.0 274.0 398.0 2.0 53.0 https://pypi.org/project/pipx 2020-10-17 22:48:10.000 2.0 20837.0 20837.0 3.0
171 169 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 21 True dephell/dephell https://github.com/dephell/dephell MIT 2018-08-31 17:39:18.000 2021-01-11 21:31:40.000 2021-01-11 21:31:39.000 1668.0 2020-04-28 06:31:17.000 .0.8.3 30.0 dephell 92.0 100.0 161.0 2145.0 8.0 37.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000 8.0 2949.0 2954.0 3.0 108.0 -1.0
172 170 sixpack https://github.com/sixpack/sixpack Sixpack is a language-agnostic a/b-testing framework. testing 21 True sixpack/sixpack https://github.com/sixpack/sixpack BSD-2-Clause 2012-11-15 00:01:06.000 2021-01-11 06:24:57.000 2020-08-26 00:32:16.000 1666.0 2017-11-22 14:27:35.000 2.7.0 37.0 sixpack 181.0 73.0 125.0 828.0 11.0 8.0 55.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000 3.0 133.0 133.0 3.0
173 171 xar https://github.com/facebookincubator/xar executable archive format. packaging 21 True facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000 2020-12-04 19:43:52.000 2020-12-04 19:43:26.000 1421.0 2020-12-02 20:41:20.000 20.12.2 3.0 xar 45.0 8.0 21.0 53.0 12.0 12.0 21.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000 171.0 171.0 3.0
174 172 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 21 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000 2019-12-20 19:59:53.000 2019-12-20 19:59:49.000 734.0 2018-07-25 01:42:48.000 0.6.0 11.0 pycco 126.0 26.0 28.0 222.0 305.0 199.0 36.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000 106.0 957.0 957.0 3.0
175 173 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 21 True PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000 2020-03-15 09:15:49.000 2020-02-10 02:47:14.000 252.0 2019-02-25 23:55:38.000 0.8 18.0 baron 48.0 41.0 29.0 1489.0 222.0 130.0 31.0 https://pypi.org/project/baron 2018-10-29 00:43:39.000 92.0 6577.0 6577.0 3.0
176 174 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 21 True avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000 2020-11-12 15:11:07.000 2020-09-22 09:13:51.000 184.0 2020-09-22 09:28:03.000 0.10.1 13.0 ['pytest'] pytest-docker 32.0 16.0 13.0 56.0 14.0 9.0 https://pypi.org/project/pytest-docker 2020-09-22 09:28:03.000 14.0 12422.0 12427.0 3.0 66.0
177 175 releases https://github.com/bitprophet/releases A powerful Sphinx changelog-generating extension. documentation 21 True bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000 2020-01-30 01:07:19.000 2020-01-26 03:27:03.000 148.0 2020-01-11 00:04:02.000 1.6.2 31.0 ['sphinx'] releases 36.0 28.0 42.0 520.0 1013.0 307.0 10.0 https://pypi.org/project/releases 2020-01-11 00:04:02.000 706.0 4857.0 4857.0 3.0
178 176 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 21 False landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2020-09-30 08:09:38.000 2019-12-31 16:45:20.000 87.0 2019-12-31 16:44:58.000 0.2.1 10.0 conda-forge/dodgy dodgy 15.0 8.0 2.0 64.0 1705.0 1181.0 11.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000 524.0 68552.0 68947.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 20986.0 3.0
179 177 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 21 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000 2020-10-26 15:39:53.000 2020-08-11 08:34:28.000 58.0 2020-05-14 10:45:01.000 1.5.3 23.0 conda-forge/flake8-builtins ['flake8'] flake8-builtins 15.0 2.0 30.0 209.0 2027.0 1515.0 13.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000 512.0 137790.0 139834.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836 102246.0 3.0
180 178 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 21 True jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000 2021-01-07 06:30:51.000 2021-01-07 06:30:50.000 55.0 4.0 conda-forge/pylint-flask ['pylint'] pylint-flask 7.0 3.0 5.0 39.0 4345.0 4245.0 6.0 https://pypi.org/project/pylint-flask 2016-08-27 23:02:08.000 100.0 84518.0 85336.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 43362.0 3.0
181 179 Profiling https://github.com/what-studio/profiling Was an interactive continuous Python profiler. profiling 20 True what-studio/profiling https://github.com/what-studio/profiling BSD-3-Clause 2014-09-03 10:35:57.000 2020-08-24 01:31:58.000 2020-08-24 01:31:58.000 3001.0 2017-06-28 06:10:16.000 0.1.3 3.0 profiling 113.0 15.0 20.0 433.0 34.0 29.0 18.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000 5.0 3959.0 3959.0 3.0
182 180 pyrasite https://github.com/lmacken/pyrasite Inject code into running Python processes. debugging 20 False lmacken/pyrasite https://github.com/lmacken/pyrasite GPL-3.0 2011-09-10 06:01:20.000 2020-12-24 21:02:34.000 2017-03-13 17:42:17.000 2510.0 13.0 pyrasite 185.0 36.0 14.0 274.0 31.0 26.0 20.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000 5.0 7573.0 7573.0 3.0
183 181 pyannotate https://github.com/dropbox/pyannotate Auto-generate PEP-484 annotations. refactoring 20 True dropbox/pyannotate https://github.com/dropbox/pyannotate Apache-2.0 2017-11-13 20:18:08.000 2020-11-24 21:06:25.000 2020-11-10 12:27:42.000 1161.0 2019-09-16 15:37:03.000 1.2.0 9.0 pyannotate 40.0 24.0 33.0 93.0 78.0 56.0 15.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 22.0 883.0 883.0 3.0
184 182 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 20 True dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000 2020-12-08 17:21:33.000 2020-12-08 17:21:32.000 315.0 2020-03-09 15:14:43.000 0.11.0 13.0 dlint 13.0 20.0 12.0 201.0 18.0 7.0 https://pypi.org/project/dlint 2020-10-30 20:40:39.000 18.0 10369.0 10369.0 3.0
185 183 mkdocstrings https://github.com/pawamoy/mkdocstrings Automatic documentation from sources, for MkDocs. documentation 20 True pawamoy/mkdocstrings https://github.com/pawamoy/mkdocstrings ISC 2019-12-09 18:09:09.000 2021-01-12 18:33:11.000 2021-01-12 18:30:50.000 270.0 2021-01-06 21:43:56.000 0.14.0 34.0 ['mkdocs'] mkdocstrings 29.0 43.0 101.0 340.0 0.0 18.0 https://pypi.org/project/mkdocstrings 2021-01-06 21:43:56.000 0.0 10459.0 10459.0 3.0
186 184 assertpy https://github.com/ActivisionGameScience/assertpy Simple assertion library for unit testing in python with a fluent API. testing 20 False ActivisionGameScience/assertpy https://github.com/ActivisionGameScience/assertpy BSD-3-Clause 2017-11-21 01:38:07.332 2020-07-19 15:23:26.710 2019-10-30 17:50:10.000 248.0 13.0 conda-forge/assertpy assertpy 47.0 279.0 124.0 10.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000 124.0 42242.0 42503.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 9926.0 3.0
187 185 flakehell https://github.com/life4/flakehell Flake8 wrapper to make it nice, legacy-friendly, configurable. linters 20 True life4/flakehell https://github.com/life4/flakehell MIT 2019-08-06 11:37:21.000 2021-01-11 21:35:41.000 2021-01-11 21:35:40.000 207.0 2021-01-11 18:40:32.000 0.9.0 28.0 ['flake8'] flakehell 25.0 4.0 368.0 0.0 15.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000 0.0 10027.0 10030.0 3.0 50.0
188 186 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 20 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000 2020-09-16 11:20:09.000 2020-09-16 11:20:01.000 177.0 2019-10-08 16:24:35.000 0.7.1 17.0 conda-forge/xenon xenon 15.0 6.0 23.0 100.0 235.0 173.0 7.0 https://pypi.org/project/xenon 2020-09-16 09:47:41.000 62.0 11587.0 11832.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 9561.0 3.0
189 187 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 20 True tvorog/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000 2020-02-01 18:49:47.818 2020-02-01 17:56:35.000 161.0 2019-11-20 10:54:24.000 0.6.3 12.0 conda-forge/pytest-lazy-fixture ['pytest'] pytest-lazy-fixture 11.0 12.0 19.0 92.0 267.0 236.0 7.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 31.0 44018.0 48793.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 214877.0 3.0
190 188 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 20 True zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000 2021-01-06 17:14:12.000 2020-07-23 01:35:13.000 161.0 2020-07-23 01:35:39.000 0.5.8 22.0 ['mkdocs'] mkdocs-pdf-export-plugin 25.0 29.0 41.0 68.0 107.0 103.0 9.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000 4.0 4501.0 4501.0 3.0
191 189 add-trailing-comma https://github.com/asottile/add-trailing-comma A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. refactoring 20 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000 2021-01-02 00:38:05.000 2021-01-02 00:37:37.000 159.0 2021-01-02 00:37:56.000 2.0.2 29.0 add-trailing-comma 11.0 29.0 198.0 14.0 9.0 https://pypi.org/project/add-trailing-comma 2021-01-02 00:37:56.000 14.0 2733.0 2733.0 3.0
192 190 pytest-datadir https://github.com/gabrielcnr/pytest-datadir pytest plugin for manipulating test data directories and files. testing 20 False gabrielcnr/pytest-datadir https://github.com/gabrielcnr/pytest-datadir MIT 2015-07-02 21:41:44.000 2020-11-22 23:34:25.000 2019-10-22 13:19:39.000 129.0 2019-10-22 13:04:22.000 1.3.1 9.0 conda-forge/pytest-datadir ['pytest'] pytest-datadir 17.0 3.0 11.0 71.0 330.0 278.0 7.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000 52.0 42356.0 43531.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374 59936.0 3.0
193 191 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 20 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000 2020-12-22 01:59:58.000 2020-12-22 01:43:41.000 119.0 2020-12-22 02:04:30.000 2.5.0 16.0 ['mkdocs'] mkdocs-awesome-pages-plugin 17.0 2.0 30.0 53.0 300.0 255.0 2.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000 45.0 9259.0 9259.0 3.0
194 192 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 20 False myint/eradicate https://github.com/myint/eradicate Saxpath 2012-12-23 04:39:48.000 2020-10-06 12:45:07.000 2020-10-01 09:23:01.000 111.0 2020-10-01 09:33:03.000 2.0.0 16.0 eradicate 18.0 4.0 13.0 164.0 156.0 7.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000 156.0 67823.0 67823.0 3.0
195 193 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 20 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000 2020-07-25 16:32:38.063 2020-07-25 16:06:31.000 81.0 2020-07-25 16:07:56.000 0.2.1 9.0 conda-forge/flake8-black ['flake8'] flake8-black 7.0 4.0 13.0 85.0 557.0 539.0 4.0 https://pypi.org/project/flake8-black 2020-07-25 16:07:56.000 18.0 74263.0 77445.0 https://anaconda.org/conda-forge/flake8-black 2020-07-25 16:32:38.063 60464.0 3.0
196 194 flake8-bandit https://github.com/tylerwince/flake8-bandit Automated security testing using bandit and flake8. linters 20 True tylerwince/flake8-bandit https://github.com/tylerwince/flake8-bandit MIT 2017-10-28 23:19:09.000 2020-12-29 20:50:06.000 2020-08-29 05:51:08.000 57.0 2019-10-08 03:58:31.000 2.1.2 11.0 ['flake8'] flake8-bandit 13.0 3.0 7.0 44.0 132.0 5.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000 132.0 65847.0 65847.0 3.0
197 195 unify https://github.com/myint/unify Modifies strings to all use the same quote where possible. refactoring 20 False myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000 2020-11-05 16:46:00.000 2019-08-07 13:44:00.000 53.0 2013-06-22 15:34:37.000 0.1.5 10.0 unify 10.0 6.0 3.0 69.0 206.0 191.0 5.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000 15.0 13992.0 13992.0 3.0
198 196 PrettyErrors https://github.com/onelivesleft/PrettyErrors Prettify Python exception output to make it legible. logging 19 True onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000 2021-01-05 04:22:45.000 2020-12-27 21:49:39.000 1763.0 2020-11-24 01:10:26.000 1.2.19 42.0 pretty_errors 56.0 24.0 119.0 0.0 4.0 https://pypi.org/project/pretty_errors 2020-11-24 01:10:26.000 0.0 6141.0 6141.0 3.0 True
199 197 icecream https://github.com/gruns/icecream Never use print() to debug again. debugging 19 True gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000 2020-11-17 20:56:21.000 2020-11-17 20:56:15.000 1668.0 2019-10-26 03:38:01.000 2.0.0 13.0 icecream 34.0 9.0 26.0 176.0 2.0 9.0 https://pypi.org/project/icecream 2019-10-26 03:30:15.000 2.0 2906.0 2906.0 3.0
200 198 portray https://github.com/timothycrosley/portray Your Project with Great Documentation. documentation 19 True timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000 2021-01-06 19:22:43.000 2020-10-31 06:49:18.000 692.0 2020-06-13 05:04:03.000 1.4.0 23.0 portray 50.0 18.0 20.0 201.0 4.0 11.0 https://pypi.org/project/portray 2020-06-13 05:04:03.000 4.0 3055.0 3055.0 3.0
201 199 wily https://github.com/tonybaloney/wily A Python application for tracking, reporting on timing and complexity in Python code. code-metrics 19 True tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000 2020-10-31 17:54:07.000 2020-10-01 23:10:22.000 630.0 2020-09-02 06:33:11.000 1.19.0 45.0 wily 34.0 28.0 47.0 686.0 8.0 14.0 https://pypi.org/project/wily 2020-09-02 06:33:11.000 8.0 1924.0 1924.0 3.0
202 200 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 19 False sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000 2020-12-18 17:41:21.000 2019-05-10 19:18:48.000 370.0 2019-05-10 19:21:38.000 0.0.19 18.0 vex 23.0 2.0 38.0 200.0 35.0 19.0 3.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000 16.0 547.0 547.0 3.0
203 201 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 19 False ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000 2019-12-10 10:02:01.000 2019-12-10 10:01:59.000 302.0 2019-01-20 11:58:25.000 1.6.0 20.0 manhole 14.0 6.0 14.0 459.0 129.0 63.0 9.0 https://pypi.org/project/manhole 2019-01-20 11:58:25.000 66.0 4656.0 4656.0 3.0
204 202 constructor https://github.com/conda/constructor tool for creating installers from conda packages. packaging 19 True conda/constructor https://github.com/conda/constructor BSD-3-Clause 2016-02-12 06:52:50.000 2020-12-02 23:25:10.000 2020-12-01 19:46:08.000 283.0 2020-11-15 09:12:52.000 3.2.0 35.0 constructor 113.0 32.0 188.0 914.0 8.0 8.0 44.0 67.0 https://anaconda.org/anaconda/constructor 2020-08-22 09:13:31.665 3249.0 3.0 218.0
205 203 pyflow https://github.com/David-OConnor/pyflow An installation and dependency system for Python. dependency-managers 18 True David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000 2021-01-01 01:57:17.000 2020-12-14 19:18:13.000 648.0 2020-11-21 15:09:28.000 0.2.9 23.0 pyflow 26.0 38.0 39.0 270.0 19.0 https://pypi.org/project/pyflow 2020-11-21 15:18:30.000 143.0 292.0 3.0 2543.0
206 204 pyheat https://github.com/csurfer/pyheat pprofile + matplotlib = Python program profiled as an awesome heatmap!. profiling 18 False csurfer/pyheat https://github.com/csurfer/pyheat MIT 2017-02-04 22:56:02.000 2021-01-08 21:28:29.000 2018-12-06 03:53:03.000 491.0 2018-12-02 19:13:32.000 0.0.4 4.0 py-heat 27.0 2.0 8.0 51.0 29.0 25.0 4.0 https://pypi.org/project/py-heat 2018-12-06 03:20:43.000 4.0 260.0 260.0 3.0
207 205 imhotep https://github.com/justinabrahms/imhotep A static-analysis bot for Github. linters 18 False justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000 2021-01-05 10:45:01.000 2017-12-09 20:00:47.000 213.0 2016-09-18 21:57:32.000 1.1.0 9.0 imhotep 37.0 23.0 23.0 356.0 11.0 7.0 15.0 https://pypi.org/project/imhotep 2016-09-18 21:57:32.000 4.0 47.0 47.0 3.0
208 206 Fixit https://github.com/Instagram/Fixit Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,.. linters 18 True Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2021-01-12 15:22:56.000 2020-12-16 09:27:54.000 211.0 2020-12-11 01:56:10.000 0.1.3 5.0 fixit 27.0 17.0 19.0 146.0 2.0 2.0 21.0 https://pypi.org/project/fixit 2020-12-11 01:53:21.000 428.0 428.0 3.0
209 207 pynt https://github.com/rags/pynt A pynt of Python build. build-tools 18 False rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000 2020-04-13 11:49:33.000 2019-10-04 19:05:46.000 149.0 2018-06-24 06:23:48.000 0.8.2 7.0 pynt 20.0 5.0 13.0 128.0 87.0 67.0 9.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000 20.0 2893.0 2893.0 3.0
210 208 blacken-docs https://github.com/asottile/blacken-docs Run `black` on python code blocks in documentation files. documentation 18 True asottile/blacken-docs https://github.com/asottile/blacken-docs MIT 2018-06-03 02:48:01.000 2021-01-06 04:14:45.000 2021-01-05 16:03:40.000 148.0 2020-12-20 04:52:14.000 1.9.1 17.0 conda-forge/blacken-docs blacken-docs 15.0 2.0 19.0 117.0 22.0 10.0 https://pypi.org/project/blacken-docs 2020-12-20 04:52:14.000 22.0 4858.0 6824.0 https://anaconda.org/conda-forge/blacken-docs 2020-12-20 06:19:44.385 11798.0 3.0
211 209 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 18 True ambv/flake8-mypy https://github.com/ambv/flake8-mypy MIT 2017-02-26 02:27:33.000 2020-06-19 16:51:36.000 2020-06-19 16:51:00.000 106.0 6.0 ['flake8'] flake8-mypy 16.0 19.0 3.0 50.0 649.0 617.0 8.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000 32.0 19390.0 19390.0 3.0
212 210 unimport https://github.com/hakancelik96/unimport A linter, formatter for finding and removing unused import statements. refactoring 18 True hakancelik96/unimport https://github.com/hakancelik96/unimport MIT 2019-09-08 09:49:24.000 2021-01-06 15:11:26.000 2021-01-06 15:11:21.000 90.0 2021-01-01 18:09:19.000 0.7.1 22.0 unimport 15.0 6.0 56.0 361.0 4.0 4.0 11.0 https://pypi.org/project/unimport 2021-01-01 18:09:19.000 1162.0 1162.0 3.0
213 211 sphinx-markdown-builder https://github.com/codejamninja/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 18 True codejamninja/sphinx-markdown-builder https://github.com/codejamninja/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000 2020-10-07 04:18:38.000 2020-10-07 04:18:32.000 90.0 2019-12-23 17:05:52.000 0.5.4 22.0 ['sphinx'] sphinx-markdown-builder 26.0 15.0 16.0 99.0 157.0 115.0 16.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000 42.0 4892.0 4892.0 3.0
214 212 pandas-vet https://github.com/deppen8/pandas-vet A plugin for Flake8 that checks pandas code. linters 18 True deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000 2020-12-16 03:23:26.000 2020-12-16 03:23:19.000 90.0 2019-07-29 01:14:33.000 0.2.1 5.0 conda-forge/pandas-vet ['flake8'] pandas-vet 13.0 14.0 25.0 175.0 26.0 26.0 9.0 https://pypi.org/project/pandas-vet 2019-07-27 06:54:02.000 1971.0 2234.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445 5513.0 3.0 31.0
215 213 massedit https://github.com/elmotec/massedit Programmatically edit text files with Python. Useful for source to source transformations. refactoring 18 True elmotec/massedit https://github.com/elmotec/massedit MIT 2012-03-11 16:18:30.000 2020-12-23 02:17:37.000 2020-12-23 02:11:17.000 87.0 2020-12-23 02:19:02.000 0.69.1 14.0 massedit 13.0 3.0 5.0 178.0 10.0 6.0 https://pypi.org/project/massedit 2020-12-23 01:49:47.000 10.0 1079.0 1079.0 3.0 15.0
216 214 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 18 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000 2020-10-16 02:02:54.000 2020-10-16 01:58:36.000 30.0 2020-10-16 02:02:42.000 0.3.1 8.0 ['mkdocs'] mkdocs-git-revision-date-plugin 5.0 1.0 9.0 24.0 143.0 125.0 6.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000 18.0 2909.0 2909.0 3.0
217 215 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 18 False orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000 2021-01-11 05:42:34.000 2021-01-11 05:41:48.000 25.0 2021-01-11 02:43:17.000 0.8.3 24.0 ['mkdocs'] mkdocs-with-pdf 7.0 9.0 24.0 158.0 10.0 10.0 5.0 https://pypi.org/project/mkdocs-with-pdf 2021-01-11 02:26:16.000 573.0 573.0 3.0
218 216 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 17 False pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2020-08-08 20:55:38.000 2019-02-13 15:27:07.000 4055.0 2019-02-14 00:27:42.000 1.1.5 7.0 271.0 102.0 170.0 463.0 41.0 3.0
219 217 fake2db https://github.com/emirozer/fake2db create custom test databases that are populated with fake data. testing 17 False emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000 2019-11-25 09:19:01.000 2019-11-25 09:19:00.000 2045.0 2019-03-09 13:53:12.000 1.0.0 20.0 fake2db 111.0 6.0 15.0 242.0 13.0 12.0 18.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000 1.0 128.0 128.0 3.0
220 218 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 17 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000 2020-11-27 21:18:45.000 2020-11-27 21:18:44.000 194.0 2019-03-14 11:34:54.000 0.3.0 10.0 bellybutton 7.0 7.0 6.0 32.0 3.0 3.0 4.0 https://pypi.org/project/bellybutton 2019-12-11 13:36:20.000 0.0 3513.0 3513.0 3.0
221 219 nitpick https://github.com/andreoliwa/nitpick Enforce the same configuration across multiple projects. linters 17 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2021-01-11 05:13:22.000 2021-01-11 05:13:20.000 113.0 2020-11-02 21:51:47.000 0.23.1 38.0 ['flake8'] nitpick 9.0 17.0 34.0 409.0 6.0 https://pypi.org/project/nitpick 2020-11-02 21:51:44.000 4989.0 4989.0 3.0
222 220 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 17 False myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000 2019-12-07 19:55:59.000 2019-05-24 17:17:56.000 84.0 2014-09-07 13:57:37.000 0.5.7 23.0 pyformat 4.0 3.0 3.0 199.0 89.0 70.0 3.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 19.0 3050.0 3050.0 3.0
223 221 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 17 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2020-11-19 12:46:11.000 2020-11-19 12:03:05.000 33.0 2020-11-19 12:04:22.000 0.3.1 5.0 ['mkdocs'] mkdocs-versioning 6.0 6.0 17.0 113.0 12.0 12.0 4.0 https://pypi.org/project/mkdocs-versioning 2020-11-19 12:04:22.000 179.0 179.0 3.0
224 222 yala https://github.com/cemsbr/yala Yet Another Linter Aggregator. linters 17 False cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000 2020-10-24 17:27:01.000 2020-10-24 17:26:28.000 8.0 2020-10-24 03:39:21.000 3.0.0 27.0 ['flake8', 'pylint'] yala 4.0 1.0 11.0 164.0 45.0 36.0 3.0 https://pypi.org/project/yala 2020-10-24 16:03:12.000 9.0 477.0 477.0 3.0 True
225 223 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 16 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000 2020-12-23 05:02:52.000 2020-12-23 04:57:13.000 124.0 2020-12-06 07:39:42.000 0.5.1 9.0 conda-forge/beartype beartype 3.0 1.0 6.0 217.0 1.0 https://pypi.org/project/beartype 2020-12-06 07:39:42.000 895.0 1157.0 https://anaconda.org/conda-forge/beartype 2020-12-06 08:34:54.425 1837.0 3.0 1.0
226 224 pep8ify https://github.com/spulec/pep8ify A library that modifies python source code to conform to pep8. refactoring 16 False spulec/pep8ify https://github.com/spulec/pep8ify Apache-2.0 2012-06-03 03:31:33.000 2019-03-08 03:06:14.000 2014-10-24 20:36:38.000 110.0 2014-10-24 20:36:57.000 0.0.13 13.0 pep8ify 13.0 6.0 12.0 154.0 46.0 34.0 6.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000 12.0 77.0 77.0 3.0
227 225 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 16 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000 2020-10-11 13:24:37.859 2020-10-11 09:52:52.000 93.0 2019-09-13 11:08:57.000 20.10.0 8.0 conda-forge/retype retype 14.0 9.0 3.0 92.0 34.0 7.0 https://pypi.org/project/retype 2020-10-11 09:46:06.000 34.0 1157.0 1474.0 https://anaconda.org/conda-forge/retype 2020-10-11 13:24:37.859 11425.0 3.0
228 226 pytest-play https://github.com/pytest-dev/pytest-play pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. testing 16 False pytest-dev/pytest-play https://github.com/pytest-dev/pytest-play Apache-2.0 2017-12-14 09:08:26.000 2019-08-20 15:57:27.000 2019-06-12 11:57:28.000 63.0 2019-04-05 11:43:43.000 2.3.0 22.0 ['pytest'] pytest-play 3.0 3.0 24.0 382.0 25.0 21.0 3.0 https://pypi.org/project/pytest-play 2019-04-05 11:43:43.000 4.0 215.0 215.0 3.0
229 227 PyOxidizer https://github.com/indygreg/PyOxidizer A modern Python application packaging and distribution tool. packaging 15 True indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000 2021-01-06 19:42:30.000 2020-12-31 18:03:06.000 2774.0 2020-04-10 04:16:04.000 0.7.0 3.0 99.0 184.0 110.0 28.0 3.0
230 228 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 15 False pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000 2020-11-24 11:15:49.000 2019-10-12 14:34:36.000 2451.0 269.0 7.0 53.0 130.0 29.0 3.0
231 229 dh-virtualenv https://github.com/spotify/dh-virtualenv Python virtualenvs in Debian packages. virtual-envs 15 True spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000 2020-12-31 10:35:22.000 2020-12-31 10:35:21.000 1412.0 152.0 22.0 156.0 404.0 55.0 3.0
232 230 tbvaccine https://github.com/skorokithakis/tbvaccine A small utility to pretty-print Python tracebacks. logging 15 True skorokithakis/tbvaccine https://github.com/skorokithakis/tbvaccine MIT 2016-08-27 17:31:59.000 2020-03-01 19:24:46.000 2020-03-01 19:24:44.000 357.0 2018-12-14 18:07:29.000 0.3.1 12.0 tbvaccine 12.0 7.0 12.0 80.0 9.0 9.0 12.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000 317.0 317.0 3.0
233 231 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 15 True lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000 2020-11-30 22:20:25.000 2020-11-30 22:18:53.000 180.0 2018-12-12 19:47:05.000 0.7.0 10.0 ['flake8', 'mypy'] linty-fresh 21.0 8.0 1.0 53.0 16.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000 21.0 21.0 3.0
234 232 pip-run https://github.com/jaraco/pip-run pip-run - dynamic dependency loader for Python. dependency-managers 15 True jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000 2020-12-13 04:04:12.000 2020-12-13 04:02:52.000 58.0 2020-11-29 17:06:39.000 8.2.1 16.0 pip-run 9.0 4.0 33.0 7.0 https://pypi.org/project/pip-run 2020-11-29 17:06:34.000 1796.0 1796.0 3.0
235 233 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 14 False bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000 2020-06-24 12:43:11.000 2017-02-13 18:07:04.000 270.0 8.0 pycycle 11.0 12.0 1.0 26.0 41.0 37.0 2.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000 4.0 657.0 657.0 3.0
236 234 subpar https://github.com/google/subpar Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel. packaging 13 False google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000 2020-09-16 16:25:54.000 2019-08-15 01:37:08.000 459.0 2019-05-14 20:14:05.000 2.0.0 5.0 62.0 30.0 30.0 93.0 14.0 3.0
237 235 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 13 True man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000 2020-08-04 13:25:34.000 2020-04-11 14:20:38.000 354.0 52.0 30.0 51.0 747.0 46.0 3.0
238 236 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 13 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000 2019-06-27 03:42:49.000 2019-06-27 03:42:48.000 125.0 23.0 pipenv-pipes 9.0 4.0 10.0 285.0 5.0 https://pypi.org/project/pipenv-pipes 2018-05-28 01:45:42.000 179.0 179.0 3.0
239 237 mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site. documentation 13 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2020-12-22 13:14:58.000 2020-12-21 19:27:51.000 13.0 2020-12-21 19:51:57.000 1.0.0 16.0 ['mkdocs'] mkdocs-print-site-plugin 2.0 2.0 35.0 112.0 6.0 6.0 https://pypi.org/project/mkdocs-print-site-plugin 2020-12-21 19:51:57.000 253.0 253.0 3.0
240 238 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 12 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2020-08-17 14:14:00.000 2020-08-17 14:13:59.000 73.0 2019-06-17 19:19:47.000 0.1.1 2.0 com2ann 3.0 4.0 13.0 27.0 1.0 1.0 3.0 https://pypi.org/project/com2ann 2019-06-17 19:19:47.000 62.0 62.0 3.0
241 239 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 12 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000 2020-12-17 13:59:43.000 2020-12-17 13:59:36.000 7.0 2020-12-13 16:12:58.000 0.4.3 13.0 lazydocs 8.0 8.0 3.0 https://pypi.org/project/lazydocs 2020-12-13 14:58:14.000 0.0 328.0 328.0 3.0
242 240 cohesion https://github.com/mschwager/cohesion A tool for measuring Python class cohesion. code-metrics 11 False mschwager/cohesion https://github.com/mschwager/cohesion GPL-3.0 2016-08-11 21:09:32.000 2019-08-05 17:14:04.000 2019-08-05 17:14:01.000 122.0 2019-07-10 16:08:05.000 1.0.0 9.0 cohesion 2.0 1.0 11.0 78.0 2.0 2.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000 2.0 442.0 442.0 3.0
243 241 pyship https://github.com/jamesabel/pyship freezer, installer and updater for Python applications. packaging 11 False jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000 2020-12-07 01:00:59.000 2020-12-07 01:00:54.000 4.0 2020-11-04 02:56:54.000 0.1.0 14.0 pyship 4.0 https://pypi.org/project/pyship 2020-12-07 00:53:45.000 85.0 85.0 3.0
244 242 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 11 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000 2021-01-10 20:07:08.000 2021-01-10 20:07:00.000 3.0 2020-12-12 17:07:55.000 0.6.6 30.0 universal-build 1.0 4.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000 296.0 303.0 3.0 15.0

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Nothing changed from last update.
## 📈 Trending Up
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## 📉 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._
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