apache/hudi

GitHub
https://github.com/apache/hudi

Upserts, Deletes And Incremental Processing on Big Data.

  • apacheflink
  • apachehudi
  • apachespark
  • bigdata
  • data-integration
  • datalake
  • hudi
  • incremental-processing
  • stream-processing
Stars:
6.3k
Language:
Java
Default branch:
master
Last scored:
Overall

At a glance

Rank
#326 of 401
#23 of 28 Java repos
Checks passed
5 of 17
Full list below
Best set up for
Claude Code
Score 59.6
Needs most work for
Aider
Biggest fix: .aider.conf.yml (+14.1 pts)

What it has

What it's missing

What to fix first

Pick an AI agent

Showing fixes for Claude Code

  1. 1
    AGENTS.md / CLAUDE.md
    Add an AGENTS.md covering project goals, layout, setup commands, and conventions. Aim for 800+ chars of real guidance (not boilerplate).
    +13.2 pts
  2. 2
    Linter / formatter config
    Configure a linter/formatter (ESLint+Prettier, Biome, Ruff, rustfmt+clippy, golangci-lint) and commit the config.
    +7.9 pts
  3. 3
    CONTRIBUTING guide
    Add CONTRIBUTING.md describing branch naming, commit style, test commands, and the PR process.
    +5.3 pts

Score for each AI agent

Each agent weighs the checks by its own docs. Under each score are its top three. How each agent is scored →

Claude Code
#322 of 401
59.6
  • ✗AGENTS.md / CLAUDE.md
  • ~Test suite
  • ~Reproducible dev env
Codex
#328 of 401
58.9
  • ✗AGENTS.md / CLAUDE.md
  • ✓README
  • ~Test suite
Devin
#319 of 401
58.5
  • ~Reproducible dev env
  • ✓Dependency manifest
  • ~Test suite
Kimi Code CLI
#328 of 401
55.2
  • ✗AGENTS.md / CLAUDE.md
  • ~Test suite
  • ✓Dependency manifest
OpenHands
#332 of 401
54.9
  • ✓CI configuration
  • ✓Dependency manifest
  • ~Reproducible dev env
Gemini CLI
#320 of 401
54.6
  • ✗GEMINI.md
  • ✓README
  • ~Test suite
Pi
#337 of 401
54.0
  • ✗AGENTS.md / CLAUDE.md
  • ~Test suite
  • ✗Linter / formatter config
Cursor
#320 of 401
53.6
  • ✗Cursor rules (.cursor/rules)
  • ✓README
  • ✓Type configuration
Aider
#332 of 401
51.7
  • ✗.aider.conf.yml
  • ✗Linter / formatter config
  • ~Test suite

Does apache/hudi have agent instructions?

An AGENTS.md (or CLAUDE.md) at the root tells AI coding agents how to build, test and work in the repo. A few agents also read a file of their own.

AGENTS.md / CLAUDE.md
None at the root (no AGENTS.md, CLAUDE.md, AGENT.md, .claude/CLAUDE.md or .claude/AGENTS.md)
Agent-specific files
None: no GEMINI.md, .cursor/rules, .openhands/setup.sh, .aider.conf.yml or .agents/skills
Repos that have one
19 of 28 Java repos · 221 of 401 repos on the leaderboard · See examples →
Get a starter AGENTS.md

From the files the checks found. Fill in the commands, then commit it at the root.

# AGENTS.md

Guidance for AI coding agents working in apache/hudi. Upserts, Deletes And Incremental Processing on Big Data. Written mainly in Java.

## Where things are

- Dependencies are declared in `pom.xml`.
- Test files are spread through the tree, e.g. `hudi-agent-gateway/tests/integration/test_live_stack.py`.
- CI is defined in `.github/workflows`; read it for the exact install, lint and test steps.
- A reproducible environment is defined in `Dockerfile`.

## Commands

<!-- Fill in the exact commands CI runs. -->
- Install: TODO
- Test: TODO
- Lint: TODO

All 17 checks · 5 passed

No .agents/skills/<name>/SKILL.md
No agent instructions file found
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
12 GitHub Actions workflows
No CONTRIBUTING file
No .cursor/rules/*.mdc or .cursorrules
Manifest present
Has Dockerfile
GEMINI.md· 0% pass
No GEMINI.md at repo root
License file· 100% pass
License present
No linter/formatter config found
No .openhands/setup.sh
No pre-commit / husky / lefthook found
README· 100% pass
README detailed (13,055 characters)
Manageable size· 80% pass
1805 files
Test suite· 70% pass
Test files detected (hudi-agent-gateway/tests/integration/test_live_stack.py)
Type configuration· 100% pass
Typed language (Java)

How apache/hudi compares

vs leaderboard average
11.1 pts below
Average 66.8
vs Java average
5.5 pts below
Average 61.2
Stars among Java repos
#25 of 28

Missing here, and how many repos have it

  • CONTRIBUTING guide · passed by 86% of leaderboard repos, 82% of Java repos
  • Linter / formatter config · passed by 65% of leaderboard repos, 21% of Java repos
  • Pre-commit / git hooks · passed by 29% of leaderboard repos, 4% of Java repos

One fix for the most agents: Linter / formatter config would raise the score for all 9 agents, by up to 14.1 points.

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Check the score on every pull request

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