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Join to the php[architect] announcements list today! Want to check out an issue? Sign up to receive a special offer. We're sorry, but your session has expired due to inactivity. Please use your browser to refresh this page and log in to our system again. Message goes here. Metadata specification For an ORM to work, there are different data models that has to be kept in sync: the object model defined in the PHP source code, the relational model represented by the database schema, and the mapping metadata which configures the ORM to translate between the two.

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October Magazine Issue. Email Address. Authors magazine. Customers training conference phptek13 phptek08 phptek09 phptek10 phptek11 phptek12 works08 phptek14 world phptek15 phptek16 world world cruise Algorithms and Design Patterns Python implementation of algorithms and design patterns. PyPattyrn - A simple yet effective library for implementing common design patterns.

Twisted - An event-driven networking engine.

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Audio Libraries for manipulating audio and its metadata. TimeSide - Open web audio processing framework. Metadata beets - A music library manager and MusicBrainz tagger. Authentication Libraries for implementing authentications schemes. Build Tools Compile software from source code. BitBake - A make-like build tool for embedded Linux.

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PlatformIO - A console tool to build code with different development platforms. SCons - A software construction tool. Built-in Classes Enhancement Libraries for enhancing Python built-in classes. Box - Python dictionaries with advanced dot notation access. DottedDict - A library that provides a method of accessing lists and dicts with a dotted path notation.

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Kotti - A high-level, Pythonic web application framework built on Pyramid. Caching Libraries for caching data. HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention. ChatOps Tools Libraries for chatbot development. Code Analysis Tools of static analysis, linters and code quality checkers. Code Analysis coala - Language independent and easily extendable code analysis application. Code Linters flake8 - A wrapper around pycodestyle , pyflakes and McCabe.

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Code Formatters black - The uncompromising Python code formatter. Static Type Checkers, also see awesome-python-typing mypy - Check variable types during compile time. Static Type Annotations Generators MonkeyType - A system for Python that generates static type annotations by collecting runtime types Command-line Interface Development Libraries for building command-line applications.

Productivity Tools cookiecutter - A command-line utility that creates projects from cookiecutters project templates. PathPicker - Select files out of bash output. Compatibility Libraries for migrating from Python 2 to 3. Computer Vision Libraries for computer vision. SimpleCV - An open source framework for building computer vision applications. Concurrency and Parallelism Libraries for concurrent and parallel execution.

Configuration Libraries for storing and parsing configuration options.

Cryptography cryptography - A package designed to expose cryptographic primitives and recipes to Python developers. Data Analysis Libraries for data analyzing. Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts. Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools. Data Validation Libraries for validating data. Used for forms in many cases. Cerberus - A lightweight and extensible data validation library. Schematics - Data Structure Validation.

Data Visualization Libraries for visualizing data.

What's in this list?

Altair - Declarative statistical visualization library for Python. Bokeh - Interactive Web Plotting for Python. Matplotlib - A Python 2D plotting library. PyGraphviz - Python interface to Graphviz. Seaborn - Statistical data visualization using Matplotlib. Database Databases implemented in Python. A key-value and object graph database. Database Drivers Libraries for connecting and operating databases. Date and Time Libraries for working with dates and times. Chronyk - A Python 3 library for parsing human-written times and dates. Inspired by Moment.

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Pendulum - Python datetimes made easy. Brings the tz database into Python. Debugging Tools Libraries for debugging code. Tracing lptrace - strace for Python programs. Written in Rust. Others icecream - Inspect variables, expressions, and program execution with a single, simple function call. SerpentAI - Game agent framework. Use any video game as a deep learning sandbox. Theano - A library for fast numerical computation.

OpenStack - Open source software for building private and public clouds. Distributed Computing Frameworks and libraries for Distributed Computing. Ray - A system for parallel and distributed Python that unifies the machine learning ecosystem. Stream Processing faust - A stream processing library, porting the ideas from Kafka Streams to Python. Distribution Libraries to create packaged executables for release distribution. Nuitka - Compile scripts, modules, packages to an executable or extension module.

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PyInstaller - Converts Python programs into stand-alone executables cross-platform. Documentation Libraries for generating project documentation. Downloader Libraries for downloading.