/awesome-scala

A community driven list of useful Scala libraries, frameworks and software.

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Awesome Scala Awesome

A community driven list of useful Scala libraries, frameworks and software. This is not a catalog of all the libraries, just a starting point for your explorations. Inspired by awesome-python. Other amazingly awesome lists can be found in the awesome-awesomeness list.

Projects with over 500 stargazers are in bold.

Database

Database access libraries in Scala.

Graphical User Interfaces

Libraries for creation of graphical user interfaces

  • ScalaFX - Scala DSL for creating Graphical User Interfaces that sits on top of JavaFX.

Web Frameworks

Scala frameworks for web development.

  • Chaos ★ 161 ⧗ 4 - A lightweight framework for writing REST services in Scala.
  • Colossus - lightweight framework for building high-performance applications in Scala that require non-blocking network I/O.
  • Finatra ★ 962 ⧗ 0 - A sinatra-inspired web framework for scala, running on top of Finagle.
  • Lift ★ 935 ⧗ 2 - Secure and powerful full stack web framework (discussion).
  • Play ★ 6934 ⧗ 0 - Makes it easy to build scalable, fast and real-time web applications with Java & Scala.
  • Reactive ★ 189 ⧗ 2 - FRP and web abstractions, which can be plugged into any web framework (currently only has bindings for Lift).
  • Scalatra ★ 1763 ⧗ 0 - Tiny Scala high-performance, async web framework, inspired by Sinatra.
  • Skinny Framework ★ 472 ⧗ 0 - A full-stack web app framework upon Scalatra for rapid Development in Scala.
  • Socko - An embedded Scala web server powered by Netty networking and Akka processing.
  • Spray ★ 2088 ⧗ 0 - A suite of scala libraries for building and consuming RESTful web services on top of Akka.
  • Unfiltered ★ 609 ⧗ 0 - A modular set of unopinionated primitives for servicing HTTP and WebSocket requests in Scala.
  • Xitrum - An async and clustered Scala web framework and HTTP(S) server fusion on top of Netty, Akka, and Hazelcast.

i18n

Scala libraries for i18n.

Authentication

Libraries for implementing authentications schemes.

Authorization

Libraries for implementing authorization strategies.

  • deadbolt-2 ★ 363 ⧗ 3 - A Play 2.x module supporting role-based and proprietary authorization; idiomatic APIs for Scala and Java APIs are provided.

Testing

Libraries for code testing.

JSON Manipulation

Libraries for work with json.

Serialization

Libraries for serializing and deserializing data for storage or transport.

  • Chill ★ 301 ⧗ 2 - Extensions for the Kryo serialization library to ease configuration in systems like Hadoop and Storm.
  • Pickling ★ 680 ⧗ 0 - Fast, customizable, boilerplate-free pickling support.
  • ScalaBuff ★ 181 ⧗ 7 - a Scala Protocol Buffers (protobuf) compiler
  • ScalaPB - A Protocol Buffer generator for Scala.
  • scodec ★ 333 ⧗ 1 - A combinator library for working with binary data.
  • Scrooge - An Apache Thrift code generator for Scala.
  • validation ★ 108 ⧗ 8 - Advanced validation & serialization for JSON, HTML form data, etc, with no reflection at runtime.
  • µPickle - A lightweight serialization library for Scala that works in ScalaJS, allowing transfer of structured data between the JVM and JavaScript.

Science and Data Analysis

Libraries for scientific computing, data analysis and numerical processing.

  • Algebird ★ 1040 ⧗ 0 - Abstract Algebra for Scala.
  • Axle - Spire-based DSL for scientific cloud computing.
  • Breeze ★ 1210 ⧗ 0 - Breeze is a numerical processing library for Scala.
  • Chalk ★ 174 ⧗ 17 - Chalk is a natural language processing library.
  • FACTORIE ★ 350 ⧗ 1 - A toolkit for deployable probabilistic modeling, implemented as a software library in Scala.
  • Figaro ★ 225 ⧗ 1 - Figaro is a probabilistic programming language that supports development of very rich probabilistic models.
  • MGO ★ 9 ⧗ 178 - Modular multi-objective evolutionary algorithm optimization library enforcing immutability.
  • MLLib - Machine Learning framework for Spark
  • OpenMOLE ★ 9 ⧗ 110 - OpenMOLE (Open MOdeL Experiment) is a workflow engine designed to leverage the computing power of distributed execution environments for naturally parallel processes.
  • OscaR - a Scala toolkit for solving Operations Research problems
  • PredictionIO ★ 7864 ⧗ 0 - machine learning server for developers and data scientists. Built on Apache Spark, HBase and Spray
  • Saddle ★ 340 ⧗ 8 - A minimalist port of Pandas to Scala
  • Spire ★ 802 ⧗ 0 - Powerful new number types and numeric abstractions for Scala.
  • Squants ★ 215 ⧗ 0 - The Scala API for Quantities, Units of Measure and Dimensional Analysis.
  • Zeppelin - Scala and Spark Notebook (like IPython Notebook)

Big Data

  • BIDMach ★ 443 ⧗ 0 - CPU and GPU machine learning library, using JNI for GPU computation.
  • Gearpump ★ 342 ⧗ 2 - Lightweight real-time big data streaming engine
  • GridScale ★ 8 ⧗ 58 - A Scala API for computing clusters and grids.
  • Scalding ★ 2292 ⧗ 0 - A Scala binding for the Cascading abstraction of Hadoop MapReduce.
  • Scoobi ★ 471 ⧗ 2 - Write type-safe Hadoop programs in idiomatic Scala way
  • Scoozie ★ 52 ⧗ 17 - Scala DSL on top of Oozie XML
  • Scrunch - A Scala wrapper for Apache Crunch which provides a framework for writing, testing, and running MapReduce pipelines.
  • Shadoop ★ 8 ⧗ 46 - A Scala DSL for Hadoop MapReduce.
  • Spark - Lightning fast cluster computing — up to 100x faster than Hadoop for iterative algorithms (memory caching) and up to 10x faster than Hadoop for single-pass MapReduce jobs. Compatible with YARN-enabled Hadoop clusters, can run on Mesos and in stand-alone mode as well.
  • Sparkta - Real Time Aggregation based on Spark Streaming.
  • Summingbird ★ 1566 ⧗ 2 - An implementation of the “lambda architecture” as a software abstraction — a single API for Hadoop and Storm.

Image processing and image analysis

2D and 3D image processing and image analysis

Functional Reactive Programming

Event streams, signals, observables, etc.

  • Monifu ★ 257 ⧗ 0 - Extensions to Scala’s standard library for multi-threading primitives and functional reactive programming. Scala.js compatible.
  • Reactive Collections ★ 79 ⧗ 8 - A library that incorporates event streams and signals with specialized collections called reactive containers, and expresses concurrency using isolates and channels.
  • RxScala ★ 336 ⧗ 0 - Reactive Extensions for Scala – a library for composing asynchronous and event-based programs using observable sequences
  • scala.frp ★ 18 ⧗ 67 - Functional Reactive Programming for Scala (event streams).
  • Scala.Rx ★ 550 ⧗ 0 - An experimental library for Functional Reactive Programming in Scala (reactive variables). Scala.js compatible.
  • SynapseGrid ★ 75 ⧗ 1 - an FRP framework for constructing reactive real-time immutable data flow systems. It implements an original way of running and organizing event-driven systems based on Petri nets. The topology can be viewed as a .dot graph. The library is compatible with Akka and can seamlessly communicate with other actors.
  • Vertx.io - A polyglot reactive application platform for the JVM which aims to be an alternative to node.js. Its concurrency model resembles actors. It supports Scala, Clojure, Java, Javascript, Ruby, Groovy and Python.

Modularization and Dependency Injection

Modularization of applications, dependency injection, etc.

Distributed Systems

Libraries and frameworks for writing distributed applications.

  • Akka - A toolkit and runtime for building highly concurrent, distributed, and fault tolerant event-driven applications.
  • CurioDB ★ 356 ⧗ 5 - Distributed & Persistent Redis Clone built with Scala & Akka.
  • Finagle - An extensible, protocol-agnostic RPC system designed for high performance and concurrency.
  • Glokka ★ 40 ⧗ 35 - Library to register and lookup actors by names in an Akka cluster.

Extensions

Scala extensions.

  • Cassovary ★ 774 ⧗ 0 - A Scala library that is designed from the ground up for space efficiency, handling graphs with billions of nodes and edges.
  • Each ★ 47 ⧗ 3 - A macro library that converts native imperative syntax to Scalaz's monadic expressions.
  • Lamma ★ 44 ⧗ 3 - A Scala date library for date and schedule generation.
  • Log4s - Fast, Scala-friendly logging bindings on top of SLF4J. Uses macros for extreme performance.
  • Monocle ★ 433 ⧗ 0 - An Optics/Lens library for purely functional manipulation of immutable objects.
  • Rapture (repo) - a collection of libraries for common, everyday programming tasks (I/O, JSON, i18n, etc.)
  • refined ★ 156 ⧗ 0 - Simple refinement types with compile- and runtime checking
  • Resolvable ★ 24 ⧗ 51 - A library to optimize fetching immutable data structures from several endpoints in several formats.
  • Scala Async ★ 558 ⧗ 0 - An asynchronous programming facility for Scala.
  • Scala Blitz - A library to speed up Scala collection operations by removing runtime overheads during compilation, and a custom data-parallel operation runtime.
  • Scala Graph - A Scala library with basic graph functionality that seamlessly fits into the Scala standard collections library.
  • Scalactic - Small library of utilities related to quality that helps keeping code clear and correct.
  • Scalaz ★ 2123 ⧗ 0 - An extension to the core Scala library for functional programming.
  • Shapeless ★ 1236 ⧗ 0 - A type class and dependent type based generic programming library for Scala.
  • Stateless Future ★ 109 ⧗ 7 - Asynchronous programming in fully featured Scala syntax.
  • Twitter Util ★ 1322 ⧗ 0 - General-purpose Scala libraries, including a future implementation and other concurrency tools.

Misc

Projects that don't fit into any specific category.

  • Ammonite - Ammonite is a collection of Scala libraries intended to improve the experience of using Scala as an system shell.
  • REPLesent ★ 166 ⧗ 2 - A presentation tool built inside the Scala REPL. Runs code straight from your slides with a single keystroke.
  • scala-ssh ★ 139 ⧗ 19 - Remote shell access via SSH for your Scala applications
  • Scalan ★ 36 ⧗ 2 - A framework for development of domain-specific compilers in Scala
  • ScalaSTM - Software Transaction Memory for Scala

Android

Scala libraries and wrappers for Android development.

HTTP

Scala libraries and wrappers for HTTP clients.

Semantic Web

Scala libraries for interactions with the Web of Data, and other RDF tools.

  • Banana-RDF ★ 167 ⧗ 0 - Scala-friendly abstractions for RDF and Linked Data technologies. Supports Jena, Sesame and native Scala.

Metrics and Monitoring

Scala libraries for gathering metrics and monitoring applications.

  • Kamon - Gathering metrics from applications built with Akka, Spray and Play! with support for user metrics as well.

Parsing

Scala libraries for creating parsers.

Sbt plugins

Sbt plugins to make your life easier.

XML / HTML

Xml and Html generation and processing

Learning Scala

Nice books, blogs and other resources to learn Scala

JavaScript

JavaScript generation and interop libraries.

Tools

Contributing

Your contributions are always welcome! Please submit a pull request or create an issue to add a new framework, library or software to the list. Do not submit a project that hasn’t been updated in the past 6 months or is not awesome.