Full Stack Python Essentials library

A powerful library:

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One of the best places in Python is a large number of third-party libraries, with a wide range of amazing coverage. One drawback of the Python library is that the global installation is done by default. In order for each project to have a separate environment, you need to use the tool virtualenv, and then work with the Package management tool PIP and virtualenv.

Although you can turn to Google or Baidu, but also to do so, according to personal knowledge to give a list, such as:

A A

Field	Brief Description	Sample Library
Package Management	Management Packs and dependent tools	Pip,conda, etc.
Distribution and Installation	packaging as an executable file	Pyinstaller, etc.
Build	compiling the source code into software	Bitbake,platformio, etc.
Interpreter	Interactive Python Parser	IPython, etc.
Editor	Python Code Editor	Anaconda,python-mode, etc.
IDE	Integrated development Environment	Pydev,spyder, etc.
Process	operating system process startup and communication library	Envoy,sh, etc.
Concurrency	libraries for concurrent and parallel operations	Gevent,eventlet, etc.
Network	Libraries for network programming	TWISTED,PYZMQ, etc.
WebSocket	Libraries for network programming	Autobahnpython,crossbar, etc.
RPC	RPC-compatible servers	SIMPLEJSONRPCSERVER,ZERORPC, etc.
software-defined networks	Tools and libraries for network visualization and SDN	Pyretic,pox, etc.
Hardware	library for programming hardware	Ino,pyro, etc.
GUI	Create a library of graphical user interface programs	Wxpython,pyqt,pyside, etc.
file	file management and MIME type detection	Mimetypes,watchdog, etc.
Text Processing	a library for parsing and manipulating text	chardet,simplejson,pyparsing, etc.
Special Text Format	some libraries for parsing and manipulating special text formats	Python-docx,pdfminer,pyyaml, etc.
Document	the library used to build the project document	Sphinx, etc.
configuration file	the library used to save and parse the configuration file	Configparser, etc.
image Processing	the library used to manipulate the image	Pil,imagemagic,python-qrcode, etc.
Audio	Library for manipulating audio	Eyed3,audioread, etc.
Video	libraries for manipulating videos and GIFs	Moviepy,scikit-video, etc.
Geographic Information	geocoding addresses and libraries for processing latitude and longitude	Geoip,geodjango, etc.
Cryptographic Science	various encryption and decryption tool libraries	Cryptography,pycrypto, etc.
algorithm	algorithms and design patterns implemented by Python	Algorithms,python-patterns, etc.
Game Development	Game Development Library	Cocos2d,pygame,panda3d, etc.
Log	Game Development Library	Sentry,logbook, etc.
Database-driven	libraries used to connect and manipulate databases	PYMYSQL,PSYCOPG2, etc.
Relational Orm	libraries that implement relational data maps	SQLAlchemy, etc.
NoSQL Drive	libraries to connect and manipulate NoSQL	Pymongo,redis-py,py2neo,happybase, etc.
NoSQL ORM	libraries that implement a NoSQL data map	Mongoengine,hot-redis, etc.
HTTP	the tool library for the HTTP protocol	REQUESTS,URLLIB3, etc.
Restful API	libraries for developing restful APIs	Flask-restful,falcon, etc.
URL Handling	the library that resolves the URL	Webargs,furl, etc.
HTML processing	libraries for working with HTML and XML	Beautifulsoup,cssutils,html5lib, etc.
Web page Processing	Library for page content extraction	Opengraph,haul, etc.
Web page Processing	Library for page content extraction	Opengraph,haul, etc.
Web page Generation	Library for page content extraction	Pelican,hyde, etc.
form Processing	crawling libraries of network sites	deform,wtforms, etc.
Data Validation	Data Validation library, available for form validation	Cerberus,schema, etc.
Admin Panel	Data Validation library, available for form validation	Ajenti,flask-admin, etc.
Authorization Verification	libraries that implement validation scenarios	Oauthlib,python-oauth2, etc.
Template engine	libraries and tools for template generation and lexical parsing	Jinja2,mako, etc.
Queue	libraries for handling events and task queues	CELERY,MRQ, etc.
Search Engine	libraries that index data and perform search queries	Elasticsearch-py,solrpy, etc.
Feed Message	the library used to create the user activity	Stream-framework, etc.
Web Framework	Web server compatible with WSGI	Gunicorn,uwsgi, etc.
WSGI	Rich Internet Applications	Django,flask,tornado, etc.
Resource Management	Rich Internet Applications	Fanstatic,jinja-assets-compressor, etc.
Cache	Library of cached data	Django-cache-machine,django-cacheop, etc.
CMS	Content Management System	Django-cms, etc.
e-commerce	frameworks and libraries for e-commerce and payment	django-shop,merchant, etc.
Email	the library used to send and resolve e-mail messages	Envelopes,inbox, etc.
Internationalization	library for internationalization	Babel, etc.
Test Framework	Unit Test Library	Nose,pytest,robot Framework, etc.
Web Test	Web application Test Library	Selenium,sixpack, etc.
Mock Test	Mock Test Library	Mock,httppretty, etc.
test Data	Create a library of test data	Mixer,faker, etc.
Code Analysis	Libraries for Code analysis and visualization	Pycallgraph,pysonar2,coverage, etc.
Lint Tools	Libraries for static code analysis	Flake8,pylint, etc.
Debugging Tools	Libraries for Debug	ipdb,wdb, etc.
Performance Tools	libraries that assist in determining performance bottlenecks	profiling,memory Profiler, etc.
High Performance	make Python a faster library	Cython,pypy, etc.
DevOps	software and libraries for DevOps	Ansible,fabric,pexpect, etc.
CI	Continuous Integration Tool Library	Circleci,wercker, etc.
Task Scheduling	Task Scheduler Library	Apscheduler,taskflow, etc.
Scientific Calculations	Library of scientific calculations	numpy,pandas,blaze,scipy, etc.
Subject-Specific	A library of astronomy, chemistry, biology, etc.	Astropy,cclib,biopython, etc.
Visualization of data	a library for visualizing data	Matplotlib,ggplot,boker, etc.
OCR	Optical Character Recognition Library	Pytesseract, etc.
Computer Vision	Computer Vision Library	OPENCV,SIMPLECV, etc.
Natural Language Processing	NLP-related python libraries	Nltk,jieba, etc.
Machine Learning	Machine Learning Library	Scikit-learn,tensorflow,theano, etc.
Big Data	MapReduce frameworks and libraries	Pyspark,streamparse, etc.
Cloud Tools	Cloud Service-related Python libraries	Aws-cli,apache-libcloud, etc.
Cloud Build	libraries for building private and public clouds	Openstack,docker Compose, etc.

Full Stack Python Essentials library