base on Fluss is a streaming storage built for real-time analytics. <p align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="website/static/img/logo/svg/white_color_logo.svg"> <source media="(prefers-color-scheme: light)" srcset="website/static/img/logo/svg/colored_logo.svg"> <!-- Fall back to version that works for dark and light mode --> <img alt="Fluss logo" src="website/static/img/logo/svg/white_filled.svg"> </picture> </p> <p align="center"> <a href="https://alibaba.github.io/fluss-docs/docs/intro/">Documentation</a> | <a href="https://alibaba.github.io/fluss-docs/docs/quickstart/flink/">QuickStart</a> | <a href="https://alibaba.github.io/fluss-docs/community/dev/ide-setup/">Development</a> </p> <p align="center"> <a href="https://github.com/alibaba/fluss/actions/workflows/ci.yaml"><img src="https://github.com/alibaba/fluss/actions/workflows/ci.yaml/badge.svg?branch=main" alt="CI"></a> <a href="https://github.com/alibaba/fluss/blob/main/LICENSE"><img src="https://img.shields.io/badge/license-Apache%202-4EB1BA.svg" alt="License"></a> <a href="https://join.slack.com/t/fluss-hq/shared_invite/zt-33wlna581-QAooAiCmnYboJS8D_JUcYw"><img src="https://img.shields.io/badge/slack-join_chat-brightgreen.svg?logo=slack" alt="Slack"></a> </p> ## What is Fluss? Fluss is a streaming storage built for real-time analytics which can serve as the real-time data layer for Lakehouse architectures. It bridges the gap between **data streaming** and **data Lakehouse** by enabling low-latency, high-throughput data ingestion and processing while seamlessly integrating with popular compute engines like **Apache Flink**, while Apache Spark, and StarRocks are coming soon. **Fluss (German: river, pronounced `/flus/`)** enables streaming data continuously converging, distributing and flowing into lakes, like a river 🌊 # Features - **Sub-Second Latency**: Low-latency streaming reads/writes optimized for real-time applications with Apache Flink. - **Columnar Stream**: 10x improvement in streaming read performance with efficient pushdown projections. - **Streaming & Lakehouse Unification**: Unified data streaming and Lakehouse with low latencies for powerful analytics. - **Real-Time Updates**: Cost-efficient partial updates for large-scale data without expensive join operations. - **Changelog Generation**: Complete changelogs for streaming processors, streamlining analytics workflows. - **Lookup Queries**: Ultra-high QPS for primary key lookups, enabling efficient dimension table serving. ## Building Prerequisites for building Fluss: - Unix-like environment (we use Linux, Mac OS X, Cygwin, WSL) - Git - Maven (we require version >= 3.8.6) - Java 8 or 11 ```bash git clone https://github.com/alibaba/fluss.git cd fluss ./mvnw clean package -DskipTests ``` Fluss is now installed in `build-target`. The build command uses Maven Wrapper (`mvnw`) which ensures the correct Maven version is used. ## Contributing Fluss is open-source, and we’d love your help to keep it growing! Join the [discussions](https://github.com/alibaba/fluss/discussions), open [issues](https://github.com/alibaba/fluss/issues) if you find a bug or request features, contribute code and documentation, or help us improve the project in any way. All contributions are welcome! ## License Fluss project is licensed under the [Apache License 2.0](https://github.com/alibaba/fluss/blob/main/LICENSE). ", Assign "at most 3 tags" to the expected json: {"id":"14063","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"