manuzhang/awesome-streaming

Website

Streaming Library

YoMostars589 [Go] - An open source Streaming Serverless Framework for building Low-latency Geo-distributed system. YoMo Built atop QUIC Transport Protocol and Functional Reactive Programming interface.

Website

Data Pipeline

fluviostars717 [Rust/WASM] - Real-time programmable data streaming platform with in-line computation capabilities.

Website

Readings

Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing by Reuven Lax, Slava Chernyak, and Tyler Akidau

Website

Streaming Engine

Scramjet Transform Hubstars27 [JavaScript/Node.js] - data processing engine for running multiple data processing apps (sequences) written in JavaScript or TypeScript

Website

Streaming Library

Scramjet Frameworkstars192 - functional reactive stream programming framework written on top of Node.js object streams.

Website

Streaming Engine

Apache Ballista [Rust] - distributed compute platform powered by Apache Arrow.

Website

Data Pipeline

StreamSets Data Collectorstars27 [Java] - continuous big data ingestion infrastructure that reads from and writes to a large number of end-points, including S3, JDBC, Hadoop, Kafka, Cassandra and many others.

Website

Streaming SQL

Siddhistars1.3k [Java] - A cloud native Streaming and Complex Event Processing engine that understands Streaming SQL queries in order to capture events from diverse data sources, process them, detect complex conditions, and publish output to various endpoints in real time.

Website

Streaming SQL

Materialize [Rust] - A source-available streaming SQL engine for maintaining materialized views on data from message brokers and databases.

ksqlDBstars4.6k [Java] - A cloud-native, source-available database purpose-built for stream processing applications

Website

Streaming Engine

Maki Nagestars12 [Python] - A stream processing framework for data scientists, based on Kafka and ReactiveX.

Website

Streaming Library

Tributarystars273 [Python] - A python library for constructing dataflow graphs. Supports synchronous, reactive data streams built using python generators that mimic complex event processors, as well as lazily-evaluated acyclic graphs and functional currying streams.

Website

Readings

Grokking Streaming Systems by Josh Fischer & Ning Wang

Website

Data Pipeline

RudderStackstars2.8k [Go] - an open source customer data infrastructure (segment, mparticle alternative).

Website

Data Pipeline

Gazettestars285 [golang] - Distributed streaming infrastructure built on cloud storage which makes it easy to mix and match batch and streaming paradigms.

Website

IoT

Apache StreamPipesstars266 [Java] - a self-service (Industrial) IoT toolbox to enable non-technical users to connect, analyze and explore IoT data streams.

Website

Streaming Engine

Apache Heron (incubating)stars3.6k [Java] - a realtime, distributed, fault-tolerant stream processing engine from Twitter.

Website

Streaming Engine

mantisstars1.2k [Java] - Netflix's platform to build an ecosystem of realtime stream processing applications

Website

Data Pipeline

LogDevice [C++] - a high-performant distributed system by Facebook for streaming and storing sequential data, using a log structure.

Website

DSL

Apache Beamstars5k [Java, Python, SQL, Scala, Go] - unified model and set of language-specific SDKs for defining and executing data processing workflows, and also data ingestion and integration flows, supporting Enterprise Integration Patterns (EIPs) and Domain Specific Languages (DSLs), open sourced by Google.

Website

Closed Source

Cloud Dataflow[Java, Python, SQL, Scala] - Google's managed stream and batch data processing engine. Supports running Beam pipelines.

Website

Streaming Library

Stream Opsstars41 [Java] - A fully embeddable data streaming engine and stream processing API for Java.

Website

Streaming Engine

Gearpumpstars754 [Scala] - lightweight real-time distributed streaming engine built on Akka.

Website

Streaming Library

Streamzstars994 [Python] - A lightweight library for building pipelines to manage continuous streams of data; supports complex pipelines that involve branching, joining, flow control, feedback, back pressure, and so on.

Website

Online Machine Learning

streamDMstars464 [Scala] - mining Big Data streams using Spark Streaming from Huawei.

StormCVstars165 [Java] - enables the use of Apache Storm for video processing by adding computer vision (CV) specific operations and data model.

trident-mlstars386 [Java] - realtime online machine learning library based on Trident.

yuritastars105 [Scala] - Anomaly detection framework built on Spark Structured Streaming from Paypal.

Website

Data Pipeline

brooklinstars723 [Java] - a distributed system intended for streaming data between various heterogeneous source and destination systems with high reliability and throughput at scale from Linkedin (replaced databus).

Website

Streaming SQL

StreamCQLstars0 [Java] - Continuous Query Language on RealTime Computation System.

Website

Closed Source

Amazon Kinesis Streams [Java] - real-time, fully managed and scalable data stream engine provided by AWS.

Azure Stream Analytics [.NET] a massively scalable, fully managed, real-time, data stream engine provided by Microsoft Azure.

concord [C++] - a distributed stream processing framework built in C++ on top of Apache.

IBM Streams [Python/Java/Scala] - platform for distributed processing and real-time analytics. Provides toolkits for advanced analytics like geospatial, time series, etc. out of the box.

jubatus [C++] - distributed processing framework and streaming machine learning library.

millwheel - framework for building low-latency data-processing applications that is widely used at Google.

Website

Streaming Engine

Apache Apexstars346 [Java] - unified platform for big data stream and batch processing.

Apache Flinkstars17.4k [Java] - system for high-throughput, low-latency data stream processing that supports stateful computation, data-driven windowing semantics and iterative stream processing.

Apache Samzastars699 [Scala/Java] - distributed stream processing framework that build on Kafka(messaging, storage) and YARN(fault tolerance, processor isolation, security and resource management).

Apache Spark Streamingstars31.1k [Scala] - makes it easy to build scalable fault-tolerant streaming applications.

Apache Stormstars6.3k [Clojure/Java] - distributed real-time computation system. Storm is to stream processing what Hadoop is to batch processing.

AthenaXstars1.2k [Java] - Uber's Stream Analytics Framework used in production

Fauststars5.8k [Python] - stream processing library, porting the ideas from Kafka Streams to Python

Hazelcast Jetstars937 [Java] - A general purpose distributed data processing engine, built on top of Hazelcast.

hailstormstars87 [Haskell] - distributed stream processing with exactly-once semantics based on Storm.

mupd8(muppet)stars126 [Scala/Java] - mapReduce-style framework for processing fast/streaming data.

Onyxstars2k [Clojure] - Distributed, masterless, high performance, fault tolerant data processing.

s4stars39 [Java] - general-purpose, distributed, scalable, fault-tolerant, pluggable platform that allows programmers to easily develop applications for processing continuous unbounded streams of data.

SABERstars38 [Java/C] - Window-Based Hybrid CPU/GPU Stream Processing Engine.

SPQRstars27 [Java] - dynamic framework for processing high volumn data streams through pipelines.

tigonstars277 [C++/Java] - high throughput real-time streaming processing framework built on Hadoop and HBase.

Teknekstars7 [Java] - Simple elegant stream processing with interactive prototying shell SOL (Stream Operator Language)

Website

Streaming Library

Apache Kafka Streamsstars20.2k [Java] - lightweight stream processing library included in Apache Kafka (since 0.10 version).

Akka Streamsstars11.8k [Scala] - stream processing library on Akka Actors.

Benthosstars3.5k [Go] - Benthos is a high performance and resilient message streaming service, able to connect various sources and sinks and perform arbitrary actions, transformations and filters on payloads

FS2(prev. 'Scalaz-Stream')stars2k [Scala] - Compositional, streaming I/O library for Scala.

monixstars1.8k [Scala] - high-performance Scala / Scala.js library for composing asynchronous and event-based programs.

Streamlinestars155 [Java] - Stream Analytics Framework by Hortonworks, designed as a wrapper around existing streaming solutions like Storm. Aimed to allow users to drag-and-drop streaming components to focus on business logic.

StreamAlertstars2.6k [Python] - Airbnb's Real-time Data Analysis and Alerting.

Swavestars174 [Scala] - A lightweight Reactive Streams Infrastructure Toolkit for Scala.

Website

Streaming Application

strawstars99 [Python/Java] - A platform for real-time streaming search.

storm-crawlerstars726 [Java] - Web crawler SDK based on Apache Storm.

Website

IoT

sensorbeestars208 [Go] - lightweight stream processing engine for IoT.

Apache Edgentstars203 [Java] - a programming model and runtime that enables continuous streaming analytics on gateways and edge devices which can work with centralized systems to provide efficient and timely analytics across the whole IoT ecosystem: from the center to the edge, opens sourced by IBM.

Website

DSL

coaststars59 [Scala] - a DSL that builds DAGs on top of Samza and provides exactly-once semantics.

Esperstars710 [Java] - component for complex event processing (CEP) and event series analysis.

Streamparsestars1.4k [Python] - lets you run Python code against real-time streams of data via Apache Storm.

summingbirdstars2.1k [Scala] - library that lets you write MapReduce programs that look like native Scala or Java collection transformations and execute them on a number of well-known distributed MapReduce platforms, including Storm and Scalding.

Website

Data Pipeline

Apache Kafkastars20.2k [Scala/Java] - distributed, partitioned, replicated commit log service, which provides the functionality of a messaging system, but with a unique design.

Apache Pulsarstars9.8k [Java] - distributed pub-sub messaging platform with a very flexible messaging model and an intuitive client API.

camusstars884 [Java] - Linkedin's Kafka -> HDFS pipeline.

databusstars3.3k [Java] - Linkedin's source-agnostic distributed change data capture system.

flumestars2.2k [Java] - distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of log data.

metaqstars1.3k [Java] - Taobao's high available, high performance distributed messaging system

NATS streamingstars2.3k [Go] - fast disk-backed messaging solution

nsqstars20.4k [Go] - realtime distributed messaging platform designed to operate at scale, handling billions of messages per day.

surostars765 [Java] - data pipeline service for collecting, aggregating, and dispatching large volume of application events including log data.

Website

Online Machine Learning

Apache Samoastars238 [Java] - distributed streaming machine learning (ML) framework that contains a programing abstraction for distributed streaming ML algorithms.

DataSketchesstars732 [Java] - sketches library from Yahoo!.

StreamingBanditstars72 [Python] - Provides a webserver to quickly setup and evaluate possible solutions to contextual multi-armed bandit (cMAB) problems.

Website

Streaming SQL

pipelinedbstars2.4k [C] - An open-source relational database that runs SQL queries continuously on streams, incrementally storing results in tables.

squallstars266 [Java] - Squall executes SQL queries on top of Storm for doing online processing.

Website

Benchmark

storm-benchmarkstars44 [Java] - a set of benchmarks to test Storm performance.

storm-perf-teststars78 [Java] - a simple storm performance/stress test.

streaming-benchmarksstars549 [Java] - Benchmarks for Low Latency (Streaming) solutions including Apache Storm, Apache Spark, Apache Flink, etc.

flotillastars231 [Go] - Automated message queue orchestration for scaled-up benchmarking.

Website

Toolkit

akkastars11.8k [Scala] - toolkit and runtime for building highly concurrent, distributed, and resilient message-driven application on the JVM.

pulsarstars1.9k [Python] - Actor based event driven concurrent framework for Python.

aeronstars5.7k [Java/C++] - efficient reliable unicast and multicast message transport.

StreamFlowstars241 [Java] - stream processing tool designed to help build and monitor processing workflows.

samza-luwakstars99 [Java] - uses Luwak, a stored-query engine built on Lucene, to implement full-text search on streams.

Turbinestars819 [Java] - tool for aggregating streams of Server-Sent Event (SSE) JSON data into a single stream.

Website

Readings

Real Time Analytics: Algorithms and Systems (VLDB 2015)

Website

Readings

In-Stream Big Data Processing

The world beyond batch: Streaming 101 by Tyler Akidau.