Popular for its size, but the engineering basics lag behind the interest.

qData is an open-source data governance and data development platform that integrates ETL, data development, metadata management, data quality, data assets, API services, and AI-powered data Q&A.

Documentation

79

Contributing guide5pt0

No CONTRIBUTING.md found (−47 pts base + up to −53 pts more for content).

Add a CONTRIBUTING.md telling newcomers how to get involved. Include setup, code style, test, and PR instructions.

README12pt85

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

Licensed under Other.

Engineering

41

CI/CD14pt0

No CI configuration detected in this repository.

If your CI lives elsewhere (a private repo that builds this one) or this project is itself a CI/CD tool, mark this check Not Applicable. Otherwise add a GitHub Actions workflow that runs tests on each push. It takes 15 minutes and reassures contributors their changes won't break things.

Issue and PR templates6pt0

No issue or PR templates found (−100 pts).

Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.

Reproducibility6pt10

No dependency lockfile found (−70 pts).

Commit the lockfile for this project's package manager so installs produce the same dependency versions everywhere.

Tests18pt80

Test files detected (qdata-etl/src/test).

Linting and formatting5pt100

Java/Kotlin linting configured (qdata-ui/eslint.config.js).

Project health

94

Housekeeping3pt60

.gitignore present.

Dependency manifest6pt100

Dependency manifest found (pom.xml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • Commits (30d / 90d)
  • 111
    Forks
  • 0
    Releases

Community

  • Community health
  • authors own >50% of commits
  • 481
    Watchers

Responsiveness

  • 20h
    Median issue response
  • 3h
    Median PR merge time
  • 25
    Open issues
Repository files29 root entries
  • .gitee
  • docker
    Good: Environment pinned via docker/docker-compose.yml.
  • docs
  • images
  • qdata-ai
  • qdata-api-ds
  • qdata-etl
    Good: Test files detected (qdata-etl/src/test).
  • qdata-framework
  • qdata-module-ai
  • qdata-module-att
  • qdata-module-da
  • qdata-module-dg
  • qdata-module-dm
  • qdata-module-dp
  • qdata-module-dpp
  • qdata-module-ds
  • qdata-module-mc
  • qdata-module-system
  • qdata-quality
  • qdata-server
  • qdata-ui
    Good: Java/Kotlin linting configured (qdata-ui/eslint.config.js).
  • sql
  • .DS_Store
    Issue: Build artifacts or local files may be committed (.DS_Store) (−40 pts).Fix: Remove them and add to .gitignore.
  • .gitignore
    Good: .gitignore present.
  • LICENSE
    Good: Licensed under Other.
  • pom.xml
    Good: Dependency manifest found (pom.xml).
  • README.ja-JP.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Issue: README has no code examples (−15 pts).Fix: Show a quick-start snippet so contributors can see what using your project looks like.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • README.md
  • README.zh-CN.md