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The MIT License (MIT)
Copyright (c) 2015 Viet Hung Nguyen
Copyright (c) 2015 TUAN ANH TRAN
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal

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# Fucking Awesome Python
A curated list with Github stars and forks stats based on awesome [awesome-python](https://github.com/vinta/awesome-python)
# Awesome Python [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)
A curated list of awesome Python frameworks, libraries and software. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
@ -114,7 +110,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by
*Libraries for package and dependency management.*
* [:octocat: pip](https://pip.pypa.io/) - The Python package and dependency manager.
* [Python Package Index](https://pypi.python.org/pypi)
* [:octocat: Python Package Index](https://pypi.python.org/pypi)
* [:octocat: conda](https://github.com/conda/conda/) - Cross-platform, Python-agnostic binary package manager.
* [:octocat: Curdling](http://clarete.li/curdling/) - Curdling is a command line tool for managing Python packages.
* [:octocat: wheel](http://pythonwheels.com/) - The new standard of Python distribution and are intended to replace eggs.
@ -124,7 +120,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by
*Local PyPI repository server and proxies.*
* [:octocat: warehouse](https://github.com/pypa/warehouse) - Next generation Python Package Repository (PyPI).
* [Warehouse](https://warehouse.python.org/)
* [:octocat: Warehouse](https://warehouse.python.org/)
* [:octocat: bandersnatch](https://bitbucket.org/pypa/bandersnatch) - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
* [:octocat: devpi](http://doc.devpi.net/) - PyPI server and packaging/testing/release tool.
* [:octocat: localshop](https://github.com/mvantellingen/localshop) - Local PyPI server (custom packages and auto-mirroring of pypi).
@ -189,58 +185,58 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by
*Libraries for parsing and manipulating plain texts.*
* General
* [chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector.
* [difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas.
* [esmre](https://code.google.com/p/esmre/) - Regular expression accelerator.
* [ftfy](https://github.com/LuminosoInsight/python-ftfy) - Makes Unicode text less broken and more consistent automagically.
* [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching.
* [Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity.
* [pangu.py](https://github.com/vinta/pangu.py) - Spacing texts for CJK and alphanumerics.
* [pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python.
* [shortuuid](https://github.com/stochastic-technologies/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs.
* [unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text.
* [uniout](https://github.com/moskytw/uniout) - Print readable chars instead of the escaped string.
* [xpinyin](https://github.com/lxneng/xpinyin) - A library to translate Chinese hanzi (漢字) to pinyin (拼音).
* [:octocat: chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector.
* [:octocat: difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas.
* [:octocat: esmre](https://code.google.com/p/esmre/) - Regular expression accelerator.
* [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - Makes Unicode text less broken and more consistent automagically.
* [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching.
* [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity.
* [:octocat: pangu.py](https://github.com/vinta/pangu.py) - Spacing texts for CJK and alphanumerics.
* [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python.
* [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs.
* [:octocat: unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text.
* [:octocat: uniout](https://github.com/moskytw/uniout) - Print readable chars instead of the escaped string.
* [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - A library to translate Chinese hanzi (漢字) to pinyin (拼音).
* Slugify
* [awesome-slugify](https://github.com/dimka665/awesome-slugify) - A Python slugify library that can preserve unicode.
* [python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that translates unicode to ASCII.
* [unicode-slugify](https://github.com/mozilla/unicode-slugify) - A slugifier that generates unicode slugs with Django as a dependency.
* [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - A Python slugify library that can preserve unicode.
* [:octocat: python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that translates unicode to ASCII.
* [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - A slugifier that generates unicode slugs with Django as a dependency.
* Parser
* [phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - Parsing, formatting, storing and validating international phone numbers.
* [PLY](http://www.dabeaz.com/ply/) - Implementation of lex and yacc parsing tools for Python
* [Pygments](http://pygments.org/) - A generic syntax highlighter.
* [pyparsing](http://pyparsing.wikispaces.com/) - A general purpose framework for generating parsers.
* [python-nameparser](https://github.com/derek73/python-nameparser) - Parsing human names into their individual components.
* [python-user-agents](https://github.com/selwin/python-user-agents) - Browser user agent parser.
* [sqlparse](https://sqlparse.readthedocs.org/) - A non-validating SQL parser.
* [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - Parsing, formatting, storing and validating international phone numbers.
* [:octocat: PLY](http://www.dabeaz.com/ply/) - Implementation of lex and yacc parsing tools for Python
* [:octocat: Pygments](http://pygments.org/) - A generic syntax highlighter.
* [:octocat: pyparsing](http://pyparsing.wikispaces.com/) - A general purpose framework for generating parsers.
* [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - Parsing human names into their individual components.
* [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - Browser user agent parser.
* [:octocat: sqlparse](https://sqlparse.readthedocs.org/) - A non-validating SQL parser.
## Specific Formats Processing
*Libraries for parsing and manipulating specific text formats.*
* General
* [tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
* [:octocat: tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
* Office
* [Marmir](https://github.com/brianray/mm) - Takes Python data structures and turns them into spreadsheets.
* [openpyxl](https://openpyxl.readthedocs.org/en/latest/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
* [python-docx](https://github.com/python-openxml/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
* [unoconv](https://github.com/dagwieers/unoconv) - Convert between any document format supported by LibreOffice/OpenOffice.
* [XlsxWriter](https://xlsxwriter.readthedocs.org/) - A Python module for creating Excel .xlsx files.
* [xlwings](http://xlwings.org/) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
* [xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - Writing and reading data and formatting information from Excel files.
* [:octocat: Marmir](https://github.com/brianray/mm) - Takes Python data structures and turns them into spreadsheets.
* [:octocat: openpyxl](https://openpyxl.readthedocs.org/en/latest/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
* [:octocat: python-docx](https://github.com/python-openxml/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
* [:octocat: unoconv](https://github.com/dagwieers/unoconv) - Convert between any document format supported by LibreOffice/OpenOffice.
* [:octocat: XlsxWriter](https://xlsxwriter.readthedocs.org/) - A Python module for creating Excel .xlsx files.
* [:octocat: xlwings](http://xlwings.org/) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
* [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - Writing and reading data and formatting information from Excel files.
* PDF
* [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents.
* [PyPDF2](https://github.com/mstamy2/PyPDF2) - A library capable of splitting, merging and transforming PDF pages.
* [ReportLab](http://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents.
* [:octocat: PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents.
* [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - A library capable of splitting, merging and transforming PDF pages.
* [:octocat: ReportLab](http://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents.
* Markdown
* [Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown.
* [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown.
* [:octocat: Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown.
* [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown.
* YAML
* [PyYAML](http://pyyaml.org/) - YAML implementations for Python.
* [:octocat: PyYAML](http://pyyaml.org/) - YAML implementations for Python.
* CSV
* [csvkit](https://github.com/onyxfish/csvkit) - Utilities for converting to and working with CSV.
* [:octocat: csvkit](https://github.com/onyxfish/csvkit) - Utilities for converting to and working with CSV.
* Archive
* [unp](https://github.com/mitsuhiko/unp) - A command line tool that can unpack archives easily.
* [:octocat: unp](https://github.com/mitsuhiko/unp) - A command line tool that can unpack archives easily.
## Natural Language Processing
@ -258,7 +254,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by
*Libraries for generating project documentation.*
* [:octocat: Sphinx](http://sphinx-doc.org/) - Python Documentation generator.
* [awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc)
* [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc)
* [:octocat: MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator.
* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - Epydoc replacement to auto generate API documentation for Python libraries.
* [:octocat: Pycco](http://fitzgen.github.io/pycco/) - The literate-programming-style documentation generator.
@ -277,26 +273,26 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by
*Libraries for building command-line application.*
* Command-line Application Development
* [cement](http://builtoncement.com/) - Providing a light-weight and fully featured foundation to build anything from single file scripts to complex and intricately designed applications.
* [click](http://click.pocoo.org/) - A package for creating beautiful command line interfaces in a composable way.
* [cliff](http://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands.
* [Clime](http://clime.mosky.tw) – Clime lets you convert any module into a multi-command CLI program without any configuration.
* [clint](https://github.com/kennethreitz/clint) - Python Command-line Application Tools.
* [colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text.
* [docopt](http://docopt.org/) - Pythonic command line arguments parser.
* [Gooey](https://github.com/chriskiehl/Gooey) - Turn command line programs into a full GUI application with one line
* [pyCLI](https://pythonhosted.org/pyCLI/) - Command-line applications supporting standard command line parsing, logging, unit and functional testing.
* [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - A Library for building powerful interactive command lines.
* [:octocat: cement](http://builtoncement.com/) - Providing a light-weight and fully featured foundation to build anything from single file scripts to complex and intricately designed applications.
* [:octocat: click](http://click.pocoo.org/) - A package for creating beautiful command line interfaces in a composable way.
* [:octocat: cliff](http://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands.
* [:octocat: Clime](http://clime.mosky.tw) – Clime lets you convert any module into a multi-command CLI program without any configuration.
* [:octocat: clint](https://github.com/kennethreitz/clint) - Python Command-line Application Tools.
* [:octocat: colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text.
* [:octocat: docopt](http://docopt.org/) - Pythonic command line arguments parser.
* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - Turn command line programs into a full GUI application with one line
* [:octocat: pyCLI](https://pythonhosted.org/pyCLI/) - Command-line applications supporting standard command line parsing, logging, unit and functional testing.
* [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - A Library for building powerful interactive command lines.
* Productivity Tools
* [bashplotlib](https://github.com/glamp/bashplotlib) - Making basic plots in the terminal. It's a quick way to visualize data without GUI.
* [caniusepython3](https://github.com/brettcannon/caniusepython3) - Determine what projects are blocking you from porting to Python 3.
* [cookiecutter](https://github.com/audreyr/cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.
* [doitlive](https://github.com/sloria/doitlive) - A tool for live presentations in the terminal.
* [httpie](https://github.com/jakubroztocil/httpie) - A command line HTTP client, a user-friendly cURL replacement.
* [PathPicker](https://github.com/facebook/PathPicker) - Select files out of bash output.
* [percol](https://github.com/mooz/percol) - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
* [RainbowStream](http://www.rainbowstream.org/) - Smart and nice Twitter client on terminal.
* [thefuck](https://github.com/nvbn/thefuck) - Correcting your previous console command.
* [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - Making basic plots in the terminal. It's a quick way to visualize data without GUI.
* [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - Determine what projects are blocking you from porting to Python 3.
* [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.
* [:octocat: doitlive](https://github.com/sloria/doitlive) - A tool for live presentations in the terminal.
* [:octocat: httpie](https://github.com/jakubroztocil/httpie) - A command line HTTP client, a user-friendly cURL replacement.
* [:octocat: PathPicker](https://github.com/facebook/PathPicker) - Select files out of bash output.
* [:octocat: percol](https://github.com/mooz/percol) - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
* [:octocat: RainbowStream](http://www.rainbowstream.org/) - Smart and nice Twitter client on terminal.
* [:octocat: thefuck](https://github.com/nvbn/thefuck) - Correcting your previous console command.
## Downloader
@ -396,57 +392,57 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by
*Libraries for connecting and operating databases.*
* Relational Databases
* [apsw](http://rogerbinns.github.io/apsw/) - Another Python SQLite wrapper.
* [dataset](https://github.com/pudo/dataset) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
* [mysql-connector-python](https://pypi.python.org/pypi/mysql-connector-python) - A pure Python MySQL driver from Oracle.
* [mysql-python](http://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python.
* [mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - mysql-python fork supporting Python 3.
* [oursql](https://pythonhosted.org/oursql/) - A better MySQL connector with support for native prepared statements and BLOBs.
* [psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python.
* [PyMySQL](https://github.com/PyMySQL/PyMySQL) - Pure Python MySQL driver compatible to mysql-python.
* [queries](https://github.com/gmr/queries) - A wrapper of the psycopg2 library for interacting with PostgreSQL.
* [txpostgres](http://txpostgres.readthedocs.org/) - Twisted based asynchronous driver for PostgreSQL.
* [:octocat: apsw](http://rogerbinns.github.io/apsw/) - Another Python SQLite wrapper.
* [:octocat: dataset](https://github.com/pudo/dataset) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
* [:octocat: mysql-connector-python](https://pypi.python.org/pypi/mysql-connector-python) - A pure Python MySQL driver from Oracle.
* [:octocat: mysql-python](http://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python.
* [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - mysql-python fork supporting Python 3.
* [:octocat: oursql](https://pythonhosted.org/oursql/) - A better MySQL connector with support for native prepared statements and BLOBs.
* [:octocat: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python.
* [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - Pure Python MySQL driver compatible to mysql-python.
* [:octocat: queries](https://github.com/gmr/queries) - A wrapper of the psycopg2 library for interacting with PostgreSQL.
* [:octocat: txpostgres](http://txpostgres.readthedocs.org/) - Twisted based asynchronous driver for PostgreSQL.
* NoSQL Databases
* [cassandra-python-driver](https://github.com/datastax/python-driver) - Python driver for Cassandra.
* [HappyBase](http://happybase.readthedocs.org/) - A developer-friendly library for Apache HBase.
* [Plyvel](https://plyvel.readthedocs.org/) - A fast and feature-rich Python interface to LevelDB.
* [py2neo](http://book.py2neo.org/) - Python wrapper client for Neo4j's restful interface.
* [pycassa](https://github.com/pycassa/pycassa) - Python Thrift driver for Cassandra.
* [PyMongo](http://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB.
* [redis-py](https://github.com/andymccurdy/redis-py) - The Redis Python Client.
* [telephus](https://github.com/driftx/Telephus) - Twisted based client for Cassandra.
* [txRedis](https://github.com/deldotdr/txRedis) - Twisted based client for Redis.
* [:octocat: cassandra-python-driver](https://github.com/datastax/python-driver) - Python driver for Cassandra.
* [:octocat: HappyBase](http://happybase.readthedocs.org/) - A developer-friendly library for Apache HBase.
* [:octocat: Plyvel](https://plyvel.readthedocs.org/) - A fast and feature-rich Python interface to LevelDB.
* [:octocat: py2neo](http://book.py2neo.org/) - Python wrapper client for Neo4j's restful interface.
* [:octocat: pycassa](https://github.com/pycassa/pycassa) - Python Thrift driver for Cassandra.
* [:octocat: PyMongo](http://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB.
* [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - The Redis Python Client.
* [:octocat: telephus](https://github.com/driftx/Telephus) - Twisted based client for Cassandra.
* [:octocat: txRedis](https://github.com/deldotdr/txRedis) - Twisted based client for Redis.
## ORM
*Libraries that implement Object-Relational Mapping or data mapping techniques.*
* Relational Databases
* [Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django.
* [SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper.
* [awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy)
* [peewee](https://github.com/coleifer/peewee) - A small, expressive ORM.
* [PonyORM](http://ponyorm.com) - ORM that provides a generator-oriented interface to SQL.
* [:octocat: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django.
* [:octocat: SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper.
* [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy)
* [:octocat: peewee](https://github.com/coleifer/peewee) - A small, expressive ORM.
* [:octocat: PonyORM](http://ponyorm.com) - ORM that provides a generator-oriented interface to SQL.
* NoSQL Databases
* [django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend.
* [PynamoDB](https://github.com/jlafon/PynamoDB) - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
* [flywheel](https://github.com/mathcamp/flywheel) - Object mapper for Amazon DynamoDB.
* [MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB.
* [hot-redis](https://github.com/stephenmcd/hot-redis) - Rich Python data types for Redis.
* [redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis.
* [:octocat: django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend.
* [:octocat: PynamoDB](https://github.com/jlafon/PynamoDB) - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
* [:octocat: flywheel](https://github.com/mathcamp/flywheel) - Object mapper for Amazon DynamoDB.
* [:octocat: MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB.
* [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - Rich Python data types for Redis.
* [:octocat: redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis.
* Others
* [butterdb](https://github.com/Widdershin/butterdb) - A Python ORM for Google Drive Spreadsheets.
* [:octocat: butterdb](https://github.com/Widdershin/butterdb) - A Python ORM for Google Drive Spreadsheets.
## Web Frameworks
*Full stack web frameworks.*
* [:octocat: Django](https://www.djangoproject.com/) - The most popular web framework in Python.
* [awesome-django](https://github.com/rosarior/awesome-django)
* [:octocat: awesome-django](https://github.com/rosarior/awesome-django)
* [:octocat: Flask](http://flask.pocoo.org/) - A microframework for Python.
* [awesome-flask](https://github.com/humiaozuzu/awesome-flask)
* [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask)
* [:octocat: Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework.
* [awesome-pyramid](https://github.com/ITCase/awesome-pyramid)
* [:octocat: awesome-pyramid](https://github.com/ITCase/awesome-pyramid)
* [:octocat: Bluebream](http://bluebream.zope.org/) - An open-source web application server, framework and library, formerly known as Zope 3.
* [:octocat: Bottle](http://bottlepy.org/) - A fast, simple and lightweight WSGI micro web-framework.
* [:octocat: CherryPy](http://www.cherrypy.org/) - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled.
@ -516,21 +512,21 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by
*Libraries for implementing authentications schemes.*
* OAuth
* [Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client.
* [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works."
* [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts.
* [django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app.
* [Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.
* [OAuthLib](https://github.com/idan/oauthlib) - A generic and thorough implementation of the OAuth request-signing logic.
* [python-oauth2](https://github.com/simplegeo/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers.
* [python-social-auth](https://github.com/omab/python-social-auth) - An easy-to-setup social authentication mechanism.
* [rauth](https://github.com/litl/rauth) - A Python library for OAuth 1.0/a, 2.0, and Ofly.
* [sanction](https://github.com/demianbrecht/sanction) - A dead simple OAuth2 client implementation.
* [:octocat: Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client.
* [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works."
* [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts.
* [:octocat: django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app.
* [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.
* [:octocat: OAuthLib](https://github.com/idan/oauthlib) - A generic and thorough implementation of the OAuth request-signing logic.
* [:octocat: python-oauth2](https://github.com/simplegeo/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers.
* [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - An easy-to-setup social authentication mechanism.
* [:octocat: rauth](https://github.com/litl/rauth) - A Python library for OAuth 1.0/a, 2.0, and Ofly.
* [:octocat: sanction](https://github.com/demianbrecht/sanction) - A dead simple OAuth2 client implementation.
* Others
* [jose](https://github.com/demonware/jose) - JavaScript Object Signing and Encryption draft implementation.
* [PyJWT](https://github.com/progrium/pyjwt) - Implementation of the JSON Web Token draft 01.
* [python-jws](https://github.com/brianloveswords/python-jws) - Implementation of JSON Web Signatures draft 02.
* [python-jwt](https://github.com/davedoesdev/python-jwt) - Module for generating and verifying JSON Web Tokens.
* [:octocat: jose](https://github.com/demonware/jose) - JavaScript Object Signing and Encryption draft implementation.
* [:octocat: PyJWT](https://github.com/progrium/pyjwt) - Implementation of the JSON Web Token draft 01.
* [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - Implementation of JSON Web Signatures draft 02.
* [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - Module for generating and verifying JSON Web Tokens.
## Template Engine
@ -846,41 +842,41 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by
*Libraries for testing codebases and generating test data.*
* Testing Frameworks
* [unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework.
* [nose](https://nose.readthedocs.org/) - nose extends unittest.
* [contexts](https://github.com/benjamin-hodgson/Contexts) - A BDD framework for Python 3.3+. Inspired by C#'s `Machine.Specifications`.
* [hypothesis](https://github.com/DRMacIver/hypothesis) - Hypothesis is an advanced Quickcheck style property based testing library.
* [mamba](https://nestorsalceda.github.io/mamba) - The definitive testing tool for Python. Born under the banner of BDD.
* [PyAutoGUI](https://github.com/asweigart/pyautogui) - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
* [pyshould](https://github.com/drslump/pyshould) - Should style asserts based on [PyHamcrest](https://github.com/hamcrest/PyHamcrest).
* [pytest](http://pytest.org/) - A mature full-featured Python testing tool.
* [pyvows](http://heynemann.github.io/pyvows/) - BDD style testing for Python. Inspired by [Vows.js](http://vowsjs.org/).
* [Robot Framework](https://github.com/robotframework/robotframework) - A generic test automation framework.
* [:octocat: unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework.
* [:octocat: nose](https://nose.readthedocs.org/) - nose extends unittest.
* [:octocat: contexts](https://github.com/benjamin-hodgson/Contexts) - A BDD framework for Python 3.3+. Inspired by C#'s `Machine.Specifications`.
* [:octocat: hypothesis](https://github.com/DRMacIver/hypothesis) - Hypothesis is an advanced Quickcheck style property based testing library.
* [:octocat: mamba](https://nestorsalceda.github.io/mamba) - The definitive testing tool for Python. Born under the banner of BDD.
* [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
* [:octocat: pyshould](https://github.com/drslump/pyshould) - Should style asserts based on [PyHamcrest](https://github.com/hamcrest/PyHamcrest).
* [:octocat: pytest](http://pytest.org/) - A mature full-featured Python testing tool.
* [:octocat: pyvows](http://heynemann.github.io/pyvows/) - BDD style testing for Python. Inspired by [Vows.js](http://vowsjs.org/).
* [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - A generic test automation framework.
* Web Testing
* [Selenium](https://pypi.python.org/pypi/selenium) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.
* [locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python.
* [sixpack](https://github.com/seatgeek/sixpack) - A language-agnostic A/B Testing framework.
* [splinter](https://splinter.readthedocs.org/en/latest/) - Open source tool for testing web applications.
* [:octocat: Selenium](https://pypi.python.org/pypi/selenium) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.
* [:octocat: locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python.
* [:octocat: sixpack](https://github.com/seatgeek/sixpack) - A language-agnostic A/B Testing framework.
* [:octocat: splinter](https://splinter.readthedocs.org/en/latest/) - Open source tool for testing web applications.
* Mock
* [mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library.
* [doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python.
* [freezegun](https://github.com/spulec/freezegun) - Travel through time by mocking the datetime module.
* [httmock](https://github.com/patrys/httmock) - A mocking library for requests for Python 2.6+ and 3.2+.
* [httpretty](http://falcao.it/HTTPretty/) - HTTP request mock tool for Python.
* [responses](https://github.com/dropbox/responses) - A utility library for mocking out the requests Python library.
* [VCR.py](https://github.com/kevin1024/vcrpy) - Record and replay HTTP interactions on your tests.
* [:octocat: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library.
* [:octocat: doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python.
* [:octocat: freezegun](https://github.com/spulec/freezegun) - Travel through time by mocking the datetime module.
* [:octocat: httmock](https://github.com/patrys/httmock) - A mocking library for requests for Python 2.6+ and 3.2+.
* [:octocat: httpretty](http://falcao.it/HTTPretty/) - HTTP request mock tool for Python.
* [:octocat: responses](https://github.com/dropbox/responses) - A utility library for mocking out the requests Python library.
* [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - Record and replay HTTP interactions on your tests.
* Object Factories
* [factory_boy](https://github.com/rbarrois/factory_boy) - A test fixtures replacement for Python.
* [mixer](https://github.com/klen/mixer) - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
* [model_mommy](https://github.com/vandersonmota/model_mommy) - Creating random fixtures for testing in Django.
* [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - A test fixtures replacement for Python.
* [:octocat: mixer](https://github.com/klen/mixer) - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
* [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - Creating random fixtures for testing in Django.
* Code Coverage
* [coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement.
* [:octocat: coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement.
* Fake Data
* [faker](http://www.joke2k.net/faker/) - A Python package that generates fake data.
* [fake2db](https://github.com/emirozer/fake2db) - Fake database generator.
* [radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time.
* [:octocat: faker](http://www.joke2k.net/faker/) - A Python package that generates fake data.
* [:octocat: fake2db](https://github.com/emirozer/fake2db) - Fake database generator.
* [:octocat: radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time.
* Error Handler
* [FuckIt.py](https://github.com/ajalt/fuckitpy) - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.
* [:octocat: FuckIt.py](https://github.com/ajalt/fuckitpy) - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.
## Code Analysis and Linter
@ -888,34 +884,34 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by
*Libraries and tools for analysing, parsing and manipulation codebases.*
* Code Analysis
* [code2flow](https://github.com/scottrogowski/code2flow) - Turn your Python and JavaScript code into DOT flowcharts.
* [pycallgraph](https://github.com/gak/pycallgraph) - A library that visualises the flow (call graph) of your Python application.
* [pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python.
* [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - Turn your Python and JavaScript code into DOT flowcharts.
* [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - A library that visualises the flow (call graph) of your Python application.
* [:octocat: pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python.
* Linter
* [Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co.
* [Pylint](http://www.pylint.org/) - A source code analyzer.
* [pylama](https://pylama.readthedocs.org/) - Code audit tool for Python and JavaScript.
* [:octocat: Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co.
* [:octocat: Pylint](http://www.pylint.org/) - A source code analyzer.
* [:octocat: pylama](https://pylama.readthedocs.org/) - Code audit tool for Python and JavaScript.
## Debugging Tools
*Libraries for debugging code.*
* Debugger
* [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html).
* [pudb](https://pypi.python.org/pypi/pudb) – A full-screen, console-based Python debugger.
* [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes.
* [wdb](https://github.com/Kozea/wdb) - An improbable web debugger through WebSockets.
* [winpdb](http://winpdb.org/) - A Platform Independent Python Debugger with GUI, capable of remote debugging based on rpdb2.
* [django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - Display various debug information about the current request/response.
* [django-devserver](https://github.com/dcramer/django-devserver) - A drop-in replacement for Django's runserver.
* [flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - A port of the django-debug-toolbar to flask.
* [:octocat: ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html).
* [:octocat: pudb](https://pypi.python.org/pypi/pudb) – A full-screen, console-based Python debugger.
* [:octocat: pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes.
* [:octocat: wdb](https://github.com/Kozea/wdb) - An improbable web debugger through WebSockets.
* [:octocat: winpdb](http://winpdb.org/) - A Platform Independent Python Debugger with GUI, capable of remote debugging based on rpdb2.
* [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - Display various debug information about the current request/response.
* [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - A drop-in replacement for Django's runserver.
* [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - A port of the django-debug-toolbar to flask.
* Profiler
* [line_profiler](https://github.com/rkern/line_profiler) - Line-by-line profiling.
* [memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code.
* [profiling](https://github.com/what-studio/profiling) - An interactive Python profiler.
* [:octocat: line_profiler](https://github.com/rkern/line_profiler) - Line-by-line profiling.
* [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code.
* [:octocat: profiling](https://github.com/what-studio/profiling) - An interactive Python profiler.
* Others
* [pyelftools](https://github.com/eliben/pyelftools) - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information.
* [python-statsd](https://github.com/WoLpH/python-statsd) - Python Client for the [statsd](https://github.com/etsy/statsd/) server.
* [:octocat: pyelftools](https://github.com/eliben/pyelftools) - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information.
* [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - Python Client for the [statsd](https://github.com/etsy/statsd/) server.
## Science and Data Analysis
@ -1122,16 +1118,16 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by
*Plugins for editors and IDEs.*
* Emacs
* [Elpy](https://github.com/jorgenschaefer/elpy) - Emacs Python Development Environment.
* [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - Emacs Python Development Environment.
* Sublime Text
* [SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome auto-complete library Jedi.
* [Anaconda](https://github.com/DamnWidget/anaconda) - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
* [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome auto-complete library Jedi.
* [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
* Vim
* [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.
* [Jedi-vim](https://github.com/davidhalter/jedi-vim) - Vim bindings for the Jedi auto-completion library for Python.
* [Python-mode](https://github.com/klen/python-mode) - An all in one plugin for turning Vim into a Python IDE.
* [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.
* [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - Vim bindings for the Jedi auto-completion library for Python.
* [:octocat: Python-mode](https://github.com/klen/python-mode) - An all in one plugin for turning Vim into a Python IDE.
* Visual Studio
* [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio.
* [:octocat: PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio.
## IDEs
@ -1197,13 +1193,13 @@ Where to discover new Python libraries.
List of lists.
* Python
* [pycrumbs](https://github.com/kirang89/pycrumbs/blob/master/pycrumbs.md)
* [python-github-projects](https://github.com/checkcheckzz/python-github-projects)
* [python_reference](https://github.com/rasbt/python_reference)
* [pythonidae](https://github.com/svaksha/pythonidae)
* [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs/blob/master/pycrumbs.md)
* [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects)
* [:octocat: python_reference](https://github.com/rasbt/python_reference)
* [:octocat: pythonidae](https://github.com/svaksha/pythonidae)
* Monty
* [awesome](https://github.com/sindresorhus/awesome)
* [lists](https://github.com/jnv/lists)
* [:octocat: awesome](https://github.com/sindresorhus/awesome)
* [:octocat: lists](https://github.com/jnv/lists)
# [Contributing](https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md)