Ross ROSS = Recommend OSS · open-source software intelligence for agents

alldatacenter/alldata

🔥🔥 AllData可定义数据中台,以数据平台为底座,以数据中台为桥梁,以机器学习平台为工厂,以大模型应用为上游产品,提供全链路数字化解决方案。产品正式演示体验、社群咨询、商务采购:https://docs.qq.com/doc/DVHlkSEtvVXVCdEFo observed · 2026-08-28

github.com/alldatacenter/alldata · homepage · Java · GPL-3.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

83/100

  • Activity 92
  • Release rhythm 61
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2522
  • days_rel: 49
  • days_push: 48
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

3082 stars · 978 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

AllData is a definable data platform (数据中台) that integrates open-source components like DolphinScheduler, DataX, SeaTunnel, OpenMetadata, and Datavines into a unified full-stack data solution. It combines a data platform foundation, data middle-platform bridge, machine learning platform, and LLM application layer for end-to-end digital transformation.

Use cases

  • build an enterprise data middle platform
  • sync data between heterogeneous databases
  • orchestrate batch and streaming ETL pipelines
  • manage data sources and metadata centrally
  • monitor data quality across the warehouse
  • deploy machine learning workflows on a unified platform
  • self-host an integrated big data toolchain

When to choose

  • you need an integrated suite of data integration, scheduling, metadata, and quality tools under one UI
  • your team wants a self-hosted alternative to commercial data platforms
  • you are building a full data platform from proven open-source components

When to avoid

  • you need only a single lightweight tool for one specific task
  • you require permissive licensing (it is GPL-3.0)
  • you cannot operate a complex multi-component Java deployment

Facets

application · maturity active

etl data-science workflow-automation database analytics machine-learning chatbot big-data analytics self-hosted machine-learning self-hosted jvm data-mesh data-platform lakehouse metadata-management data-quality open-source-stack chinese data-engineering docker web-server

2 sources

Member repositories

RepositoryRoleHealth v2
alldatacenter/alldatamain83

For agents

markdown · JSON · MCP: product_card(name="alldatacenter/alldata")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem