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stream-processing

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Here are 1,793 public repositories matching this topic...

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pathway

pathwaycom / pathway

Star 62k

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

python rust streaming real-time kafka etl machine-learning-algorithms stream-processing data-analytics dataflow data-processing data-pipelines batch-processing pathway iot-analytics etl-framework time-series-analysis
  • Updated Nov 12, 2026
  • Python

google-ai-edge / mediapipe

Star 37.7k

Cross-platform, customizable ML solutions for live and streaming media.

android c-plus-plus calculator machine-learning framework computer-vision deep-learning inference pipeline-framework stream-processing video-processing perception mobile-development audio-processing graph-framework graph-based mediapipe
  • Updated Nov 12, 2026
  • C++
vector

vectordotdev / vector

Star 22.9k

A high-performance observability data pipeline.

agent events monitoring etl metrics high-performance telemetry logs data-transformation pipelines datadog stream-processing rust-lang cloud-native forwarder hacktoberfest observability traces
  • Updated Nov 12, 2026
  • Rust
questdb

questdb / questdb

Star 17.5k

QuestDB is a high performance, open-source, time-series database

sql database time-series robotics telemetry stream-processing market-data parquet low-latency kdb quantitative-finance scada tsdb historian real-time-analytics time-series-database tick-data apache-arrow capital-markets questdb
  • Updated Nov 12, 2026
  • Java
flink-learning

zhisheng17 / flink-learning

Star 15.1k

flink learning blog. http://www.54tianzhisheng.cn/ 含 Flink 入门、概念、原理、实战、性能调优、源码解析等内容。涉及 Flink Connector、Metrics、Library、DataStream API、Table API & SQL 等内容的学习案例,还有 Flink 落地应用的大型项目案例(PVUV、日志存储、百亿数据实时去重、监控告警)分享。欢迎大家支持我的专栏《大数据实时计算引擎 Flink 实战与性能优化》

mysql redis elasticsearch streaming kafka spark influxdb rabbitmq clickhouse hbase stream-processing opentsdb loki flink rocketmq
  • Updated May 6, 2026
  • Java

oxnr / awesome-bigdata

Star 14.7k

A curated list of awesome big data frameworks, ressources and other awesomeness.

data-science data awesome database data-stream bigdata series-database data-visualization data-warehouse stream-processing data-analytics awesome-list distributed-database visualize-data streaming-data
  • Updated Nov 6, 2026
redpanda

redpanda-data / redpanda

Star 12.7k

Redpanda is a streaming data platform for developers. Kafka API compatible. 10x faster. No ZooKeeper. No JVM!

go kubernetes streaming microservices kafka cpp seastar storage-engine containers realtime stream-processing event-driven redpanda
  • Updated Oct 8, 2026
  • C++

madd86 / awesome-system-design

Star 12.7k

A curated list of awesome System Design (A.K.A. Distributed Systems) resources.

distributed-systems microservices nosql interview stream-processing microservices-architecture relational-database message-broker hadoop-ecosystem
  • Updated Feb 27, 2026
watermill

ThreeDotsLabs / watermill

Star 10k

Building event-driven applications the easy way in Go.

go golang events reactive kafka cqrs sagas rabbitmq event-sourcing nats stream-processing event-driven watermill
  • Updated Oct 28, 2026
  • Go
risingwave

risingwavelabs / risingwave

Star 9.4k

Event streaming platform for agentic AI. Continuously ingest, transform, and serve event streams in real time, at scale.

rust database kafka webhook postgresql stream-processing data-engineering materialized-view etl-pipeline event-streaming apache-iceberg
  • Updated Nov 12, 2026
  • Rust
connect

redpanda-data / connect

Star 8.8k

Fancy stream processing made operationally mundane

go golang kafka cqrs etl rabbitmq amqp logs message-bus event-sourcing nats stream-processing message-queue data-engineering streaming-data stream-processor data-ops
  • Updated Nov 12, 2026
  • Go
fluent-bit

fluent / fluent-bit

Star 8.2k

Fast and Lightweight Logs, Metrics and Traces processor for Linux, BSD, OSX and Windows

c metrics logging logs prometheus data-collector stream-processing fluentd fluent-bit cloudnative sql-queries forwarder traces opentelemetry
  • Updated Nov 12, 2026
  • C

robinhood / faust

Star 6.8k

Python Stream Processing

python distributed-systems kafka stream-processing asyncio kafka-streams
  • Updated Jul 27, 2024
  • Python

hazelcast / hazelcast

Star 6.6k

Hazelcast is a unified real-time data platform combining stream processing with a fast data store, allowing customers to act instantly on data-in-motion for real-time insights.

java caching distributed-systems real-time big-data hazelcast scalability distributed-computing distributed stream-processing in-memory low-latency hacktoberfest data-insights data-in-motion
  • Updated Nov 12, 2026
  • Java
materialize

MaterializeInc / materialize

Star 6.4k

The live data layer for apps and AI agents. Create up-to-the-second views into your business, just using SQL

mysql rust distributed-systems streaming sql sql-server database kafka postgresql data-store stream-processing cdc streaming-data materialized-view data-mesh postgresql-dialect operational-data-store
  • Updated Nov 12, 2026
  • Rust

apache / hudi

Star 6.4k

Upserts, Deletes And Incremental Processing on Big Data.

bigdata stream-processing data-integration datalake apachespark hudi apachehudi incremental-processing apacheflink
  • Updated Nov 12, 2026
  • Java
river

online-ml / river

Star 6.1k

🌊 Online machine learning in Python

python data-science machine-learning streaming stream-processing online-learning streaming-data concept-drift real-time-processing incremental-learning online-machine-learning online-statistics
  • Updated Nov 10, 2026
  • Python

ag2ai / faststream

Star 5.4k

Asynchronous Python framework for event-driven services. A thin client for Kafka, RabbitMQ, NATS, Redis and MQTT with full access to native broker features, plus AsyncAPI docs, in-memory tests and observability out of the box.

python redis mqtt distributed-systems kafka rabbitmq nats stream-processing mqtt-broker asyncio event-driven-architecture asyncapi faststream
  • Updated Nov 12, 2026
  • Python
fluvio

fluvio-community / fluvio

Star 5.3k

🦀 event stream processing for developers to collect and transform data in motion to power responsive data intensive applications.

rust distributed-systems streaming real-time serverless webassembly data-flow stream-processing data-analytics data-integration cloud-native data-pipelines stateful streaming-data stream-processing-engine event-driven-architecture streaming-analytics streaming-data-processing streaming-data-pipelines
  • Updated Nov 5, 2026
  • Rust

ArroyoSystems / arroyo

Star 5.1k

Distributed stream processing engine in Rust

infrastructure rust data sql kafka stream-processing stream-processing-engine dev-tools data-stream-processing
  • Updated Nov 12, 2026
  • Rust

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