Python ecology , It has always been famous for its complete class libraries , This is also an important reason why this language is so popular . Today, brother radish will share with you the results of these days , busy with state affairs , Nearly a thousand have been sorted out without sleep Python library , While collecting , It's too much to see ！
At the end of the article, you can get the complete high-definition version of mind map ！
Data processing
chardet： Character encoding detector , The library can detect text 、 Webpage 、xml And other file formats
difflib： Text difference comparison
ftfy： Make the program more perfect support Unicode code
fuzzywuzzy： You can perform fuzzy string matching
Levenshtein： Calculate various distances and string similarity
pangu.py： Adjust the letters in CJK characters 、 Number spacing
pypinyin： Chinese pinyin conversion tool
shortuuid： Used to generate UUID
simplejson：JSON code 、 decoder
unidecode：Unicode Format operation
uniout： Print character , No escape
xpinyin： Converting Chinese characters into Pinyin
yfiglet-figlet：pyfiglet -figlet Of Python Realization
flashtext: For text find replace
esmre： Speed up regular expressions
awesome slugify： Used for processing Unicode
python-slugify： hold unicode Turn into ASCII
unicode-slugify： Can generate unicode slugs, Depend on and depend on Django
phonenumbers： For parsing 、 format 、 Save and verify phone numbers
PLY：lex and yacc Parsing tool
Pygments： Syntax highlighting tool
pyparsing： General purpose parsers can be generated
python-nameparser： Break down a person's name into separate parts
python-user-agents： browser user agent Parser
sqlparse：SQL Parser
tablib： Used to process tabular data
Marmir： hold Python Data structure converted to E-form
openpyxl： For reading and writing Excel Document library
pyexcel： One provides a unified API, Used for operation Excel Document library
python-docx： operation Word file
relatorio： templated OpenDocument file
unoconv： transformation LibreOffice/OpenOffice File format
XlsxWriter： Used to create Excel.xlsx file
xlwings： In a Excel Call in Python The library of
xlwt/xlrd： Reading and writing Excel File data
PDFMiner： One is used to get from PDF A library for extracting information from documents
PyPDF2： One can perform multiple operations PDF Page Library
ReportLab： You can create rich text PDF file
Mistune：Markdown Parser
Python-Markdown： There is one Markdown Parser
Python-Markdown2： pure Python Realized Markdown Parser , Than Python-Markdown faster , More accurate , Scalable
PyYAML：YAML Parser
csvkit： operation CSV Tools for
unp： A command line tool for unpacking archive files
BeautifulSoup： analysis HTML or XML Format data
bleach： Whitelist based HTML Clean up and text link library
cssutils：CSS library
html5lib：HTML Document and fragment parsing and serialization Libraries
lxml： One is used to deal with HTML and XML The library of
MarkupSafe：XML/HTML/XHTML Tag security string
pyquery： An analysis HTML The library of , similar jQuery
requests-html： Humanized HTML Parsing library
untangle： take XML Document conversion to Python object
xhtml2pdf：HTML/CSS turn PDF Tools
xmltodict： Like dealing with JSON Handle it the same way XML
htmlparser, Official version analysis HTML DOM Trees
aiofiles： be based on asyncio File asynchronous operation library
imghdr： Test picture type
mimetypes： Map the filename to MIME type
path.py： More convenient path operation module
pathlib： Cross platform 、 Object oriented path operation library
python-magic： File type detection
Unipath： Operating files and directories in an object-oriented way
pickle/cPickle： The basic data sequence and deserialization are realized
watchdog： Tools for managing file system events
ConfigParser：ini File parser
configobj：ini File parser
profig： Multi format configuration conversion tool
config： Hierarchical configuration module
python-decouple： Completely isolate the settings from the code
Sphinx： Document generator
mkdocs：Markdown Document format generator
pycco： Simple and fast 、 Programming style document generator
pdoc： Tools for generating documents in various formats from source code comments
readthedocs： One is based on Sphinx/MkDocs Online document hosting system
logging： Provide log function
logbook：Logging Alternatives to the library
Eliot： Create logs for complex and distributed systems
Raven：Sentry Of Python client
Sentry： Servers that record and collect logs in real time
arrow： Very good date and time operation class library
Chronyk： Time and date used to parse handwritten format
dateutil：datetime Module expansion
delorean： solve Python Library of date processing problems in
maya： Humanized time processing library
moment： Used to handle time and date Python library
pendulum： A ratio arrow More explicit 、 A library of time operations for predictable behavior
PyTime： Used to manipulate dates through strings / Time
pytz： Modern and historical versions of the world time zone definition
when.py： Perform common date and time operations
The image processing
pillow： Is a more easy-to-use image operation Library
hmap： Image histogram mapping
imgSeek： Use visual similarity to search a set of image collection tools
nude.py： Naked test
pyBarcode： stay Python Barcode generated in the program
pygram： similar Instagram The image filter
python-qrcode： A two-dimensional code generator
Quads： Computer art based on quadtree
scikit-image： A library for image processing
thumbor： A small image service
wand：MagickWand Of Python edition
face_recognition： Easy to use face recognition database
pyocr：Tesseract and Cuneiform An encapsulation of
pytesseract：Google Tesseract OCR Another package of
python-tesseract：Google Tesseract OCR A packaging class of
Network related
s3cmd： Used to manage Amazon S3 and CloudFront Command line tools for
s4cmd：S3 Command line tools
you-get：YouTube/Youku/Niconico Video Downloader
youtube-dl： To download YouTube Video tools
Coursera： It can be downloaded from http://coursera.org Download Video
subliminal： A library for searching and downloading subtitles
aiohttp： be based on asyncio The asynchronous HTTP library
requests： The most popular HTTP Request Library
grequests：requests library + gevent Achieve asynchrony HTTP request
httplib2：HTTP Client library
treq： similar requests Of HTTP client
urllib3： A thread safe HTTP library
Mininet： A popular network simulator
POX： One is based on Python The software defines network applications
Pyretic： Provides powerful abstraction capabilities for network switches and simulators
SDX Platform： be based on SDN Of IXP Realization
NRU： A component-based software definition network framework
furl： Simpler handling URL library
purl： A simple 、 Immutable URL class
pyshorteners： A pure Python URL Shorten the library
shorturl： Generate short URL The library of
Scrapy： A fast and advanced network acquisition framework
cola： A distributed crawler framework
Demiurge： be based on PyQuery Crawler frame of
feedparser：feed Parser
Grab： Site crawling frame
MechanicalSoup： Libraries for automatic interaction with web sites
portia：Scrapy Visual crawler
pyspider： A powerful crawler tool
RoboBrowser： A simple website browsing tool
Haul： An extensible image crawling tool
html2text： take HTML Convert to Markdown Format
lassie： Web content search library
micawber： Web content extraction Library , Used to from URLs Extract rich content
newspaper： To extract news , Article extraction and content curation
opengraph： Modules used to parse open content protocols
python-goose：HTML Content / Article extractor
python-readability：readability The tool Python Interface
sanitize： Clutter data adjustment
sumy： For text files and HTML Page automatic summary of the module
textract： Extract text from documents of any format
mechanize： Web browsing tools
AutobahnPython：WebSocket & WAMP Tools
Crossbar： Open source unified application routing
django-socketio： to Django With WebSockets Tools
WebSocket-for-Python：WebSocket Client and server Libraries
SimpleJSONRPCServer： yes JSON-RPC An implementation of the specification
SimpleXMLRPCServer： ordinary XML-RPC Server implementation
zeroRPC： It's a good one RPC Realization
Web frame
Django：Python The most popular web frame
Flask： A micro Web frame
pyramid： A small and fast open source Web frame
Bottle： A quick little , Lightweight WSGI miniature Web frame
CherryPy： A minimalist Of Web frame
TurboGears： A micro framework that can be extended to a full stack solution
web.py： A simple , Powerful Web frame
web2py： A whole stack Web frame
Tornado： One Web Framework and asynchronous network library
sanic： Asynchronous network framework
Karrigell： ordinary Web frame
PyDBLitewebpy： A small and flexible Web frame
Quixote： One Web Development framework
Grok： be based on Zope3 Of Web frame
Bluebream： Open source Web application server
guava： Lightweight high performance Web frame
odoo-cms: Open source enterprise class CMS
django-cms： Open source enterprise class CMS
djedi-cms： Lightweight but very powerful Django CMS
FeinCMS： be based on Django Built advanced content management system
Kotti： An advanced web Application framework
Mezzanine： A powerful and flexible content management platform
Opps： A website designed for magazines and newspapers CMS platform
Plone： An open source application server Zope Above CMS
Quokka： Flexible and scalable small CMS
Wagtail： One Django Content management system
Widgy： Abreast of the times CMS frame , be based on Django
Carteblanche： Code alignment module , Well handled code navigation and permissions
django-guardian： Single object permissions
django-rules： A small but powerful application , Provides object level rights management
Flask-OAuthlib：Flask Of OAuth tool kit
django-oauth-toolkit： by Django User prepared OAuth2
django-allauth：Django Verification module for
Authomatic： Simple but powerful framework , Authentication / Licensing clients
django-oscar： One for the Django E-commerce framework
django-shop： be based on Django The store system
Cartridge： be based on Mezzanine Build shopping cart application
shoop： be based on Django E-commerce platform
alipay： Alipay API
merchant： Can receive payment from multiple payment platforms Django application
money： Currency class library
python-currencies： Display currency format and its value
django-rest-framework： One is based on Django Tools for , Used to build Web API
django-tastypie： by Django application development API Tools
django-formapi：Django Form validation tool
flask-api： by flask Developed API Tools
flask-restful： by flask Quick creation REST APIs Tools for
flask-restless： by SQLAlchemy Database model RESTful APIs
flask-api-utils： by Flask Handle API Presentation and validation
eve： from Flask, MongoDB Wait for the drive Of REST API frame
cornice： One Pyramid Of REST frame
falcon： Used to build the cloud API and Web app High performance framework at the back end
sandman： Automatically create... For database driven systems REST APIs
restless： Frame independent REST frame
ripozo： Quick creation REST APIs Tools
Jinja2： A modern friendly template engine
Chameleon： One HTML/XML template engine
Genshi： Used to generate Web The result of perception
Mako： Ultra high speed lightweight template
celery： An asynchronous task queue / Job queue
huey： Small multithreaded task queue
mrq： Distributed worker Task queue , Use Redis and gevent
rq： Simple job queue tool
simpleq： A simple Amazon based SQS Queues
django-haystack：Django Modular search tools
elasticsearch-py：Elasticsearch The official bottom floor of Python client
elasticsearch-dsl-py：Elasticsearch The official senior Python client
solrpy：solr Of Python client
Whoosh： A fast pure Python Search engine developed
django-activity-stream： Generate generic activity information flow from site behavior
Stream-Framework： Use Cassandra and Redis Create dynamic messaging and notification systems
django-compressor： Link and inline JavaScript or CSS Compress into a separate cache file
django-storages： in the light of Django A collection of tools for storing backend
fanstatic： pack 、 Optimize and treat static file dependencies as Python To provide
File Conveyor： Used to discover and synchronize files to CDNs,S3 and FTP
Flask-Assets： take Web Integrate resources into Flask app in
jinja-assets-compressor： Used to compile and compress resources
webassets： Package static resources 、 Optimize and manage , Generate a unique cache URL
Beaker： Cache session Library
django-cache-machine： Automatic caching and invalidation tools
django-cacheops： With automatic granular event driven failure function ORM
django-viewlet： Rendering templates and additional cache control functions
dogpile.cache： yes Beaker Next generation alternatives to
HermesCache： Cache Library , Has label based failures and dogpile effect Protection function
johnny-cache：django Application caching framework
pylibmc：libmemcached Interface encapsulation
Deform：HTML Form generation library
django-bootstrap3： Integrated Bootstrap3 Of Django
django-crispy-forms： In a very elegant and DRY（Don't repeat yourself） To create beautiful forms
django-remote-forms： A platform is independent Django Form serialization tool
WTForms： A flexible form validation and rendering Library
WTForms-JSON：WTForms Expand , Used for processing JSON data
Cerberus： Map validator
colander： For slave XML, JSON,HTML A system in which a form obtains data and serializes the data for verification and deserialization
kmatch： One for matching / verification / Tools for filtering Dictionaries
schema： Used to deal with Python Database for data structure validation
Schematics： Used for data structure verification
valideer： Lightweight data validation and adaptation Library
voluptuous： Data validation Library , Mainly to verify the incoming Python Of JSON,YAML Data such as
django-celery-ses： with AWS SES and Celery Of email Back end
envelopes： Humanized e-mail Library
flanker： One email Address and Mime Parsing library
imbox：IMAP library
inbox.py：SMTP The server
inbox： Open source email toolkit
lamson：Python Style SMTP application server
mailjet： Provide bulk mail sending , Statistics and other functions
marrow.mailer： High performance extensible mail distribution framework
modoboa： Mail hosting and management platform
pyzmail： establish 、 Send and parse email
Talon： Used to extract information and signatures
django-simple-captcha： A simple 、 Highly customizable Django application
django-simple-spam-blocker： One for the Django A simple electronic waste screening tool
webargs： analysis HTTP The library requesting parameters
short_url： Short URL generation
Babel： One Python International Library of
Korean： A Korean word state library
Ajenti： A management panel worth having
django-suit：Django An alternative to the management interface
django-xadmin：Django admin An alternative to
flask-admin： One for the Flask A simple and extensible management interface framework
flower： One right Celery Cluster for real-time monitoring and providing Web Tools for managing interfaces
Grappelli：Django Management interface for a beautiful skin
Wooey： It can be for Python Script creation Web The user interface
Pelican： adopt Markdown or ReST To deal with content , Use Jinja2 To make a theme
Cactus： Static site builder for professional designers
Hyde： be based on Jinja2 Static site generator for
Nikola： Static websites and blog generators
Tinkerer： A blog engine / Static site builder
Lektor： A simple and easy-to-use static CMS And blog engine
Tags： The simplest static website generator
gunicorn： Partly by C Written in language WSGI Tools
uwsgi： Used to build hosted services
bjoern： Asynchronous speed is very fast
fapws3： asynchronous , from C Language writing
meinheld： Asynchronous Server
netius： asynchronous , Very fast
paste： Multithreading , Stable , Time-tested
rocket： Multithreading
waitress： Multithreading
Werkzeug： One WSGI Tool library
Django Models：Django An important part of
SQLAlchemy：SQL Tools and object relational mapping tools
Peewee： A compact ORM
PonyORM： Provide generator oriented SQL ORM
python-sql：Python Style SQL Inquire about
django-mongodb-engine：Django MongoDB Back end
PynamoDB：Amazon DynamoDB Backend
flywheel：Amazon DynamoDB Object mapping tool
MongoEngine： be used for MongoDB Object document mapping tool
hot-redis： by Redis Back end provided
redisco： Provision can persist in Redis Simple models and containers in
butterdb：Google Drive Of a spreadsheet Python ORM
Location
GeoDjango： World class geographic graphics Web frame
GeoIP：MaxMind GeoIP Legacy Database API
geojson：GeoJSON Of Python Tools
geopy： Address coding toolbox
pygeoip： pure Python GeoIP API
django-countries： Provides country selection functions for forms , Flag Icon static file and country field in model
System
envoy： Than subprocess More humanized modules
sarge： The other Kind of subprocess Packaging of modules
sh：subprocess Alternative Library
subprocess： call shell The artifact of command
multiprocessing： Process based “ Threads ” Interface
threading： Higher level thread interface
eventlet： Support WSGI The asynchronous framework of
gevent： Based on the agreement Python The network library
Tomorrow： A library for generating asynchronous code
uvloop： stay libuv Super fast implementation asyncio Event loop library
Database correlation
pickleDB： Simple lightweight key value storage database
PipelineDB： streaming SQL database
TinyDB： Micro document oriented database
ZODB： Key value and object graph database
aiomysql： be based on asyncio The asynchronous MySQL Database operation Library
mysql-python：MySQL Database connector
mysqlclient：mysql-python Branch
oursql： A better MySQL The connector
PyMySQL： pure Python MySQL drive
psycopg2： One of the most popular PostgreSQL Adapter
queries：psycopg2 Encapsulation of Libraries
txpostgres： be based on Twisted The asynchronous PostgreSQL drive
apsw：SQLite encapsulation
dataset： Store... In a database Python Dictionaries
pymssql： A simple Microsoft SQL Server Database interface
cassandra-python-driver：Cassandra Of Python drive
HappyBase： by Apache HBase The library of design
Plyvel： A fast and feature rich LevelDB Interface library for
py2neo：Neo4j restful Interface encapsulation client
pycassa：Cassandra Of Python Thrift drive
PyMongo：MongoDB The official Python client
redis-py：Redis Of Python client
telephus： be based on Twisted Of Cassandra client
txRedis： be based on Twisted Of Redis client
Security
OAuthLib： One OAuth request - Signature Library
python-oauth2： Fully tested abstract interfaces
python-social-auth： Set up a simple social verification method
rauth：OAuth 1.0/a, 2.0, and Ofly Of Python library
sanction： Super simple OAuth2 Client implementation
cryptography： Provide basic contents and methods of cryptography
hashids： stay Python To realize hashids
Paramiko： Provide ssh Client and server functions
Passlib： Secure password storage ／ Hashiku
PyCrypto： Cryptography toolbox
PyNacl： Network and cryptography library
jose：JavaScript Implementation of object signature and encryption draft
PyJWT：JSON Web token
python-jws：JSON Web Signature
python-jwt： Used to generate and validate JSON Web Token module
Permissions： Allow or deny users access to data or functions
Artificial intelligence
NLTK： Advanced programs for processing human language data
jieba： Chinese word segmentation tools
langid.py： Independent language recognition system
SnowNLP： A library for processing Chinese text
TextBlob： Natural language processing tools
TextGrocery： Simple and efficient short text classification tool
thulac： A set of Chinese lexical analysis toolkit developed and launched by the laboratory of natural language processing and social humanities computing of Tsinghua University
loso： Chinese word segmentation function library
OpenCV： Open source computer vision library
pyocr：Tesseract and Cuneiform The packaging library
pytesseract：Google Tesseract OCR The packaging library
SimpleCV： An open source framework for creating computer vision applications
Caffe: Caffe Of Python Interface
Caffe2： A lightweight 、 Modular , Extensible deep learning framework
Crab： flexible 、 Fast recommendation engine
gensim： Humanized topic modeling library
hebel： Deep learning library
keras: neural network
MXNet： Efficient and flexible deep learning framework
NuPIC： Intelligent Computing Numenta platform
pattern： Network mining module
PyBrain： Machine learning library
pydeep： Deep learning library
Pylearn2： be based on Theano Machine learning library
python-recsys： The library used to implement the recommendation system
Pytorch： Deep learning framework with tensor and dynamic neural network
scikit-learn： be based on SciPy Built machine learning module
skflow： One TensorFlow The simplified interface
TensorFlow： Google's most popular open source deep learning framework
Theano： Fast numerical computation library
vowpalporpoise： Lightweight Vowpal Wabbit Encapsulation
Milk： Machine learning toolbox
PyMVPA(Multivariate Pattern Analysis in Python)： Provide statistical learning analysis for big data sets Python tool kit , It provides a flexible and extensible framework
Scientific calculation and data analysis
astropy： Astronomy related libraries
bcbio-nextgen： Provide a best practice process for fully automated high-throughput sequencing analysis
bccb： Bioanalysis
Biopython： It's a set of free tools for biological computing
blaze：NumPy and Pandas Big data interface
cclib： A library for parsing and interpreting the output of computational chemistry software packages
NetworkX： High performance tools designed for complex networks
Neupy： Perform and test various artificial neural network algorithms
Numba： For data science Python
NumPy： The basic package for Scientific Computing
Open Babel： Used to describe a variety of chemical data
Open Mining： Use Python Mining business intelligence
orange： Data mining , Data visualization , Analysis and machine learning
Pandas： Data structure and data analysis tools
PyDy： It is used to help the workflow of dynamic motion modeling
PyMC： Markov chain Monte Carlo sampling tool
RDKit： Chemical informatics and machine learning software
SciPy： Used in mathematics , Open source software for science and Engineering
statsmodels： Statistical modeling and Econometrics
SymPy： Library for symbolic mathematics
zipline： Algorithmic transaction Library
Bayesian-belief-networks： Elegant Bayesian belief network framework
ScientificPython： For scientific calculation
visvis： Visual computing module library
matplotlib： One of the most popular Python Drawing library
bokeh： Interactive Web mapping
ggplot：ggplot2 Of Python edition
plotly： be based on matplotlib Working Web Drawing library
pyecharts： Based on Baidu Echarts Data visualization Library of
pygal：SVG Chart creation tool
pygraphviz：Graphviz Of Python Realization
PyQtGraph： Interactive real-time image rendering component
SnakeViz： Browser based module output result viewing tool
vincent： hold Python Convert to Vega Grammar conversion tools
VisPy： be based on OpenGL High performance scientific visualization tools
GUI And game development
curses： The built-in ncurses encapsulation , Used to create terminal GUI
enaml： Create a beautiful user interface
kivy： A library for creating user interactive applications
pyglet： Cross platform windows and multimedia libraries
PyQt： Cross platform user interface framework
PySide： Cross platform user interface framework Qt
Tkinter：GUI Standard library
Toga： Operating system native GUI tool kit
urwid： Used to create a terminal GUI Application Library
wxPython： yes wxWidgets C++ Class library and Python The product of language mixing
PyGObject：GLib/GObject/GIO/GTK+ (GTK+3) Of Python Realization
Flexx： establish GUI The toolset of the program , It USES web Technology for interface display
PyGtk：GUI Program development library
turtle：Python The drawing tool of
Cocos2d： To develop 2D The tools of the game
Panda3D：3D The game engine
Pygame： The most popular module for writing games
PyOgre： Used to develop games and simulation programs
PyOpenGL：OpenGL Of Python Binding and related APIs
PySDL2：SDL2 Encapsulation of Libraries
RenPy： A visual fiction engine
PySFML： Visual fiction engine
Audio and video
audiolazy： Digital signal processing package
audioread： Cross library audio decoding
beets： Music library management tools
dejavu： Audio fingerprint extraction and recognition
django-elastic-transcoder：Django + Amazon Elastic Transcoder
eyeD3： A tool for manipulating audio files
id3reader： For reading MP3 Metadata
m3u8： Used to resolve m3u8 Module of file
mutagen： Used to process audio metadata
pydub： Working with audio files
pyechonest：Echo Nest API Of Python client
talkbox： To deal with speeches / The signal
TimeSide： Open source Web Audio processing framework
tinytag： For reading MP3, OGG, FLAC as well as Wave Library of file music metadata
mingus： Advanced music theory and score pack
moviepy： Used for script based video editing module
scikit-video：SciPy Video processing routines
shorten.tv： Video summary
Test related
unittest： Unit test framework
nose： Expanded unittest The function of
contexts：BDD frame
hypothesis： Based on advanced Quickcheck A test library of style features
mamba：Python The ultimate test tool
PyAutoGUI：PyAutoGUI It's a personal cross platform GUI Automatic test module
pyshould： be based on PyHamcrest The test module of
pytest： Mature full function testing tools
green： Clean and colorful testing tools
pyvows：BDD Style testing tools
Robot Framework： A common automated testing framework
Selenium：Selenium WebDriver Of Python Realization
locust： Scalable user stress testing tools
sixpack： Not related to language A/B The test framework
splinter： Open source Web Application testing tools
mock： A library for falsifying test data
doublex： Powerful doubles The test framework
freezegun： Date forgery module
httmock： The library of forged requests
httpretty：HTTP request mock Tools
responses： forge requests Requested Library
VCR.py： Record and replay during the test HTTP Interaction
factoryboy： Test firmware replacement Library
mixer： Another test firmware replacement Library
modelmommy： by Django Test create random firmware
coverage： Code coverage measurement
Codecov： Code coverage testing tools
faker： Used to generate pseudo data
fake2db： Pseudo database generator
radar： Generate random dates / Time
FuckIt.py： Use the most advanced technology to ensure Python Code can continue to run no matter right or wrong
Code tools
coala： Language independent and easily extensible code analysis applications
code2flow： hold Python and JavaScript Code to flowchart
pycallgraph： You can put Python Application process ( Call graph ) Visualizing
pysonar2： Type inference and retrieval tools
Flake8： Modular source check tool
Pylint： Fully customizable source code analyzer
YAPF: Google Of Python Code formatter
pylama：Python and JavaScript Code review tool
autopep8： Auto format Python Code , To make it conform to PEP8 standard
black： A firm Python Code formatter
ipdb： stay IPython Enabled in pdb
pudb： Console based Python The debugger
pyringe： A debugger that can attach and inject code into a process
wdb： adopt WebSockets Working Web The debugger
winpdb： With graphical user interface Python The debugger
django-debug-toolbar： by Django Display various debugging information
django-devserver： One Django An alternative to running a server
flask-debugtoolbar：django-debug-toolbar Of flask edition
lineprofiler： Line by line performance analysis tool
Memory Profiler： monitor Python Memory usage of the code
profiling： Interactive Python Performance analysis tool
pyelftools： Analysis and analysis ELF Files and DWARF Debugging information
python-statsd：statsd Server's Python client
logging： by Python Provide log function
logbook：Logging Alternatives to the library
Eliot： Create logs for complex and distributed systems
Raven：Sentry Of Python Realization
Sentry： Servers that record and collect logs in real time
Travis CI： A popular continuous integration tool
CircleCI： A continuous integration tool
Vexor CI： For private app Provide tools for continuous integration
Wercker： be based on Docker platform , To build and deploy microservices
Codacy： Automated code review
QuantifiedCode： A data driver 、 Automatically 、 Continuous code review tool
DevOps
Ansible： Very simple IT Automation platform
SaltStack： Infrastructure automation and management systems
OpenStack： Open source software for building private and public clouds
Docker Compose： be based on Docker Rapid separation development environment
Fabric： Simple tools for remote execution and deployment
cuisine： by Fabric Provides a series of advanced functions
Fabtools： Used for compiling Fabric File tool
gitapi：Git Pure Python API
hgapi：Mercurial Pure Python API
honcho： Used to manage based on Procfile Application
pexpect： Control the interaction program in a pseudo terminal
psutil： Cross platform process and system tool modules
supervisor：UNIX Process control system
Task scheduling
APScheduler： Lightweight but powerful in-process task scheduling tool
django-schedule： One Django Scheduling application
doit： Task execution and build tools
gunnery： The multi-purpose task execution tool used by distributed system
Joblib： Provide tools for lightweight assembly line
Plan： Better writing crontab File tool
schedule： Humanized Python Task scheduling Library
Spiff： Use pure Python Implementation of the workflow engine
TaskFlow： Libraries that facilitate task execution
AirFlow： Is a workflow distribution management system
High performance
Cython： Optimization of the Python Static compiler
PeachPy： The embedded Python Of x86-64 Assembler
PyPy： Use Python Realized Python Interpreter
Pyston： Use LLVM And the modern JIT technology-built Python Realization
Stackless Python： An enhanced version of Python
Windows Environmental Science
Python(x,y)： For scientific applications Python Distribution version
pythonlibs： Unofficial Windows platform Python Extended binary package
PythonNet：Python And .NET An integrated environment for the common language runtime
PyWin32： in the light of Windows Of Python Expand
WinPython：Windows 7/8 Portable development environment under the system
Hardware related
ino： operation Arduino Command line tools for
Pyro：Python Robot programming library
PyUserInput： Cross platform module for controlling mouse and keyboard
scapy： A library for manipulating packets
wifi： Used in Linux Operation on the platform WiFi
Pingo： For the similar Raspberry Pi,pcDuino, Intel Galileo And so on API
Environment and package management
p： Very simple interactive Python Version management tools
pyenv： ordinary Python Version management tools
Vex： Tools that can execute commands in a virtual environment
virtualenv： Create independence Python Tools for the environment
virtualenvwrapper：virtualenv A set of extensions
pew： A set of tools for managing multiple virtual environments
PyRun： No need to install Python Version management tools
pip： Package and dependency management tools
pip-tools： Guarantee Python A set of tools for package dependency update
pipenv： A new generation of package management tools officially recommended
conda： Cross platform binary package management tool
Curdling： management Python Package's command line tools
wheel：Python New standards for distribution
Pdm： Next generation package management tools
easy_install： Package management system
warehouse： The next generation PyPI
bandersnatch：PyPA Provided PyPI Mirror tool
devpi：PyPI Service and packaging / test / Distribution tools
localshop： Local PyPI service
PyPI： A new generation Python Package library management tool
Distribute and build
PyInstaller： take Python The program is converted into an independent execution file
dh-virtualenv： Build and will virtualenv Virtual environment as a Debian Package to publish
Nuitka： Script 、 modular 、 The package is compiled into an executable or extension module
py2app： take Python The script becomes a standalone package
py2exe： take Python The script becomes a standalone package
pynsist： Used to create Windows Tools for installing programs
cx-Freeze： Cross platform libraries for packaging into executable files
buildout： A build system
BitBake： For embedded Linux Build tools for
fabricate： Build tools that automatically find dependencies
PlatformIO： Multi platform command line build tool
PyBuilder： pure Python Implementation of the continuous build tool
SCons： Software build tools
IPython： Feature rich tools
bpython： The interface is rich Python Parser
ptpython： Advanced interactive Python Parser
Command line correlation
asciimatics： Cross platform 、 Full screen terminal library
cement：Python The command-line framework for
click： Create a package with a nice command line interface by combining
cliff： A framework for creating command line programs
clint：Python Command line tools
colorama： Cross platform color terminal text
docopt：Python Style command line parameter parser
Gooey： Turn the command line program into a GUI Program
python-prompt-toolkit： Libraries for building powerful interactive command line programs
python-fire：Google A library for building command line interface
Pythonpy： Execute any... Directly from the command line Python Instructions
Clime： You can convert any module into multiple modules CLI Command procedure
docopt：Python Command line parameter analyzer
pycli： Command line application
rainbowstream： Twitter client terminal
argparse： Write command line scripting tools
pyHook： be based on Python Of “ hook ” library
pstuil： The process library of the system can be acquired and controlled across platforms
aws-cli：Amazon Web Services General command line interface
bashplotlib： Drawing in the terminal
caniusepython3： Determine which projects prevent the perfect migration of code to Python3
cookiecutter： from cookiecutters A command line tool for creating projects
doitlive： A tool for live demonstration in a terminal
pyftpdlib： Extremely fast and scalable Python FTP Service Library
howdoi： Get immediate programming answers from the command line
httpie： Command line HTTP client
PathPicker： from bash Select the document in the output
percol： towards UNIX shell Traditional pipeline concept includes interactive selection function
SAWS： An enhanced version of AWS Command line
thefuck： Fixed previous command line instructions
mycli：MySQL Command line client
pgcli：Postgres Command line tools
try： Simple command line tools , To try python library
The third party
apache-libcloud： Designed for various clouds Python library
boto：Amazon Web Services Of Python Interface
django-wordpress：WordPress And Django The combination of
facebook-sdk：Facebook Platform Python SDK
facepy：Facebook's Graph API
gmail：Gmail Of Python Interface
google-api-python-client：Python With Google APIs Client library
gspread：Google Of a spreadsheet Python API
twython：Twitter API Encapsulation
cffi： Used to call C The foreign function interface of the code
ctypes： The other is used to call C The foreign function interface of the code
PyCUDA：Nvidia CUDA API Encapsulation
SWIG： Simplified encapsulation and interface generator
other
dpark：Spark Of Python edition
dumbo： It makes it easy to write and run Hadoop Program
luigi： Build a complex pipeline of batch jobs
mrjob： stay Hadoop or Amazon Web Services Up operation MapReduce Mission
PySpark：Spark Of Python API
streamparse： Run... For fact flow Python Code
CyToolz：Toolz Of Cython Realization
fn.py： stay Python Function programming in
funcy： Cool and practical functional tools
Toolz： A set for iterators , Functional programming tools for functions and dictionaries
Python-Future：Python 2 and Python 3 The lost compatibility layer between
Python-Modernize： send Python The code is more modern in order to eventually migrate to Python 3
Six：Python 2 and 3 Compatibility tools for
Elpy：Emacs Python development environment
SublimeJEDI： One Sublime Text plug-in unit , Used to use the auto completion Library Jedi
Anaconda：Anaconda hold Sublime Text 3 Become a fully functional Python IDE
YouCompleteMe： The introduction is based on Jedi Of Python Auto completion engine
Jedi-vim： binding Vim and Jedi Auto complete library
Python-mode： take Vim become Python IDE
PTVS：Visual Studio Of Python Tools
Errbot： Simple and popular chat robot tool
Tushare： Free stock is available 、 fund 、 futures 、 Open source tools for financial data such as Hong Kong stocks
Ta-Lib： Financial data technology analysis library
AkSHare： A great free financial data platform
algorithms： One Python Algorithm module
python-patterns：Python A collection of design patterns
sortedcontainers：SortedList,SortedDict and SortedSet type
blinker： A fast Python In process signals / Event distribution system
itsdangerous： A series of auxiliary tools , Used to transfer trusted data to untrusted environment
pluginbase： A simple but flexible Python Plug in system
Pychievements： A... For creating and tracking achievements Python frame
Tryton： A general business framework
Okay , This is today's sharing . Have to say , summary Python Your class library is too tired , There are too many , Please give the thumbs-up + Looking at support ~
Official account back office reply “Python library ” Get the high-definition version of mind map ！
Recommended reading
10 That's ok Python What interesting things code can do ？
python Realize automatic login of campus network
Powerful and easy to use ！ New generation reptile weapon Playwright Introduction to
Python3 --- understanding and application of iteratable objects, iterators and generators
List of articles 1. Iteratable
Differences between sort() and sorted() in Python and their usage examples
Catalog One 、 Two 、python Inp
