MapReduce is a framework for processing parallelizable problems across large datasets using a large number of computers (nodes), collectively referred to as a cluster (if all nodes are on the same local network and.Disclaimer: No elephants were harmed while writing this blog post! Big Data applications have become ubiquitous in software development. With treasure troves of data being collected by companies, there is always a need to. MapReduce Design Patterns Building Effective Algorithms and Analytics for Hadoop and Other Systems. En informatique, et plus particuli Inspired by Moment. Py. Time - A easy- use Python module which aims to operate date/time/datetime by string. World timezone definitions, modern and historical. Brings the tz database into Python. BlueKai JD Edwards Oracle ATG Web Commerce Oracle BigMachines CPQ Cloud Service Oracle Commerce Cloud Oracle Configure, Price, and Quote Cloud Oracle Content Marketing. MapReduce est un patron d'architecture de d Awesome-python - A curated list of awesome Python frameworks, libraries, software and resources. Providing user- friendly functions to help perform common date and time actions. Text Processing. Libraries for parsing and manipulating plain texts. General. chardet - Python 2/3 compatible character encoding detector. Python standard library) Helpers for computing deltas. Makes Unicode text less broken and more consistent automagically. Fuzzy String Matching. Levenshtein - Fast computation of Levenshtein distance and string similarity. Spacing texts for CJK and alphanumerics. An implementation of figlet written in Python. A generator library for concise, unambiguous and URL- safe UUIDs. ASCII transliterations of Unicode text. Print readable chars instead of the escaped string. A library to translate Chinese hanzi (. It enables on- demand crop, re- sizing and flipping of images. Python bindings for Magick. Wand, C API for Image. Magick. OCRLibraries for Optical Character Recognition. Audio. Libraries for manipulating audio. Expressive Digital Signal Processing (DSP) package for Python. Cross- library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. A music library manager and Music. Brainz tagger. dejavu - Audio fingerprinting and recognition. Django + Amazon Elastic Transcoder. D3 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. A Python module for reading MP3 meta data. A module for parsing m. A Python module to handle audio metadata. Manipulate audio with a simple and easy high level interface. Python client for the Echo Nest API. A Python library for speech/signal processing. Time. Side - Open web audio processing framework. A library for reading music meta data of MP3, OGG, FLAC and Wave files. An advanced music theory and notation package with MIDI file and playback support. Video. Libraries for manipulating video and GIFs. A module for script- based movie editing with many formats, including animated GIFs. Video processing routines for Sci. Py. Geolocation. Libraries for geocoding addresses and working with latitudes and longitudes. Geo. Django - A world- class geographic web framework. Geo. IP - Python API for Max. Mind Geo. IP Legacy Database. Python bindings and utilities for Geo. JSON. geopy - Python Geocoding Toolbox. Pure Python Geo. IP API. A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. HTTPLibraries for working with HTTP. HTTP Requests for Humans. A key- value and object graph database. Database Drivers. Libraries for connecting and operating databases. My. SQL - awesome- mysqlmysql- python - The My. SQL database connector for Python. Python 3. oursql - A better My. SQL connector with support for native prepared statements and BLOBs. Py. My. SQL - Pure Python My. SQL driver compatible to mysql- python. Postgre. SQL. psycopg. The most popular Postgre. SQL adapter for Python. A wrapper of the psycopg. Postgre. SQL. txpostgres - Twisted based asynchronous driver for Postgre. SQL. Other Relational Databases. Another Python SQLite wrapper. Store Python dicts in a database - works with SQLite, My. SQL, and Postgre. SQL. pymssql - A simple database interface to Microsoft SQL Server. No. SQL Databases. Python driver for Cassandra. Happy. Base - A developer- friendly library for Apache HBase. Plyvel - A fast and feature- rich Python interface to Level. DB. py. 2neo - Python wrapper client for Neo. Python Thrift driver for Cassandra. Py. Mongo - The official Python client for Mongo. DB. redis- py - The Redis Python Client. Twisted based client for Cassandra. Redis - Twisted based client for Redis. ORMLibraries that implement Object- Relational Mapping or data mapping techniques. Web Frameworks. Full stack web frameworks. Django - The most popular web framework in Python. Also magically handles navigation and permissions. Implementation of per object permissions for Django 1. A tiny but powerful app providing object- level permissions to Django, without requiring a database. CMSContent Management Systems. An Open source enterprise CMS based on the Django. A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind. Fein. CMS - One of the most advanced Content Management Systems built on Django. Kotti - A high- level, Pythonic web application framework built on Pyramid. Mezzanine - A powerful, consistent, and flexible content management platform. Opps - A Django- based CMS for magazines, newspapers websites and portals with high- traffic. Plone - A CMS built on top of the open source application server Zope. Quokka - Flexible, extensible, small CMS powered by Flask and Mongo. DB. Wagtail - A Django content management system. Widgy - Last CMS framework, based on Django. E- commerce. Frameworks and libraries for e- commerce and payments. An open- source e- commerce framework for Django. A Django based shop system. Cartridge - A shopping cart app built using the Mezzanine. An open source E- Commerce platform based on Django. Unofficial Alipay API for Python. A Django app to accept payments from various payment processors. Money class with optional CLDR- backed locale- aware formatting and an extensible currency exchange solution. Display money format and its filthy currencies. RESTful APILibraries for developing RESTful APIs. Django. flask- api - Browsable Web APIs for Flask. Quickly building REST APIs for Flask. Generating RESTful APIs for database models defined with SQLAlchemy. Taking care of API representation and authentication for Flask. REST API framework powered by Flask, Mongo. DB and good intentions. Pyramid. cornice - A RESTful framework for Pyramid. Framework agnostic. A high- performance framework for building cloud APIs and web app backends. A Python. 3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation. Automated REST APIs for existing database- driven systems. Framework agnostic REST framework based on lessons learned from Tastypie. Quickly creating REST/HATEOAS/Hypermedia APIs. Serialization. Libraries for serializing complex data typesmarshmallow - marshmallow is an ORM/ODM/framework- agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes. Authentication. Libraries for implementing authentications schemes. OAuth. Authomatic - Simple but powerful framework agnostic authentication/authorization client. Authentication app for Django that . Queue - A distributed worker task queue in Python using Redis & gevent. Simple job queues for Python. A simple, infinitely scalable, Amazon SQS based queue. Search. Libraries and software for indexing and performing search queries on data. News Feed. Libraries for building user's activities. Asset Management. Tools for managing, compressing and minifying website assets. Compresses linked and inline Java. Script or CSS into a single cached file. An asset packaging library for Django. A collection of custom storage back ends for Django. Packages, optimizes, and serves static file dependencies as Python packages. A daemon to detect and sync files to CDNs, S3 and FTP. Helps you integrate webassets into your Flask app. A Jinja extension to compile and compress your assets. Bundles, optimizes, and manages unique cache- busting URLs for static resources. Caching. Libraries for caching data. Beaker - A library for caching and sessions for use with web applications and stand- alone Python scripts and applications. Automatic caching and invalidation for Django models. A slick ORM cache with automatic granular event- driven invalidation. Render template parts with extended cache control. Beaker made by same authors. Hermes. Cache - Python caching library with tag- based invalidation and dogpile effect prevention. A caching framework for django applications. A Python wrapper around the libmemcached interface. Disk. Cache - SQLite and file backed cache backend with faster lookups than memcached and redis. Email. Libraries for sending and parsing email. Mailing for human beings. A email address and Mime parsing library. Python IMAP for Humans. Python SMTP Server for Humans. Pythonic SMTP Application Server. Marrow Mailer - High- performance extensible mail delivery framework. A mail hosting and management platform including a modern and simplified Web UI. Nylas Sync Engine - Providing a RESTful API on top of a powerful email sync platform. Yet another Gmail/SMTP client. Internationalization. Libraries for working with i. Babel - An internationalization library for Python. Py. ICU - A wrapper of International Components for Unicode C++ library (ICU). URL Manipulation. Libraries for parsing URLs. A small Python library that makes manipulating URLs simple. A simple, immutable URL class with a clean API for interrogation and manipulation. A pure Python URL shortening lib. Used for forms in many cases. Schematics - Data Structure Validation. A library for validating Python data structures. An implementation of JSON Schema for Python. Cerberus - A lightweight and extensible data validation library. Validating and deserializing data obtained via XML, JSON, an HTML form post. A Python data validation library. Lightweight extensible data validation and adaptation library. Anti- spam. Libraries for fighting spam. Tagging. Libraries for tagging items. Admin Panels. Libraries for administrative interfaces. Ajenti - The admin panel your servers deserve. Alternative Django Admin- Interface (free only for Non- commercial use). Drop- in replacement of Django admin comes with lots of goodies. Simple and extensible administrative interface framework for Flask. Real- time monitor and web admin for Celery. Grappelli . Supports DVCS, Disqus. It is based on pyglet. Panda. 3D - 3. D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python. Pygame - Pygame is a set of Python modules designed for writing games.
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