apache/fluss - Open Source PR Review Scorecard

Apache Fluss is a streaming storage built for real-time analytics.

C-Rank Grade: A (Welcoming) - 68/100

External PR Merge Rate: 56%

Response Time: -

First Timer Success: 56%

Frequently Asked Questions

Is apache/fluss welcoming to first-time open-source contributors?

apache/fluss has a recorded first-timer success rate of 56.1%. Repositories ranked A typically provide actionable feedback during code reviews and actively nurture new community contributors.

How fast can I expect code review feedback on my pull request?

Maintainers in apache/fluss respond to incoming external pull requests in approximately 0.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 67.8 C-Rank™ score (A Tier) represent?

The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 67.8 places apache/fluss in the A tier.

What is the external contributor pull request merge rate for apache/fluss?

The external contributor pull request merge rate for apache/fluss is 56.1%, based on public PR activity from non-core contributors.

Are there Good First Issues available in apache/fluss?

apache/fluss currently has 3 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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apache/fluss

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Apache Fluss is a streaming storage built for real-time analytics.

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AI Maintainer Review Guidelines

Review Persona

Strict Quality Architect

Warmth Score
6.5/10
Patience Score
7.1/10
Nitpick Rate
45%

Rigorous architecture standards (69% critical review signals). Ensure PRs strictly follow guidelines before requesting review in apache/fluss.

Top PR Submission Do's

  • •Add unit tests with >80% coverage for modified code paths
  • •Run repository linter and code formatters locally before pushing
  • •Link relevant GitHub issue ID in PR description pre-flight checklist

Top PR Friction Pitfalls (Don'ts)

  • •Do not submit unlinked PRs without referencing an existing issue
  • •Do not mix refactoring and feature logic into a single commit
  • •Do not ping maintainers repeatedly within 24 hours of opening
Response Velocity
-
No reviewer activity recorded

Average Response Latency

Tracks hours until a maintainer leaves a review, comment, or PR response.

Merge Efficiency
56.1%
Moderate PR acceptance rate

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
56.1%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
71 core
Highly collaborative maintainer core
Diagnostic Health HUD
56.1%
Merge Gauge
56.1%
1st-Timer
Community Vibe39/100

Embed C-Rank Badge

Show contributors that your repository actively reviews and merges external pull requests.

GetMerged C-Rank badge for apache/fluss
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/apache/fluss)](https://getmerged.abhishekco.de/apache/fluss?utm_source=github&utm_medium=badge)

Active Good First Issues (3)

View on GitHub

Search before asking I searched in the issues and found nothing similar. Description Summary The Fluss project currently lacks a formalized process and clear guidelines for submitting and reviewing Fluss Improvement Proposals. New contributors and community members often struggle to understand the proposal lifecycle, required format, and review criteria. This issue tracks the creation of comprehensive documentation to streamline FIP contributions. Willingness to contribute I'm willing to submit a PR!

📅 Opened Apr 23, 2026💬 3 comments
Quality: 70/100Contribute

Search before asking I searched in the issues and found nothing similar. Description https://github.com/apache/fluss/actions/runs/24150938424/job/70477440445?pr=2934 Warning: Docusaurus found broken anchors! Please check the pages of your site in the list below, and make sure you don't reference any anchor that does not exist. Note: it's possible to ignore broken anchors with the 'onBrokenAnchors' Docusaurus configuration, and let the build pass. Exhaustive list of all broken anchors found: - Broken anchor on source page path = /docs/0.5/engine-flink/getting-started/: -> linking to /downloads/#fluss-connector - Broken anchor on source page path = /docs/0.6/engine-flink/getting-started/: -> linking to /downloads/#fluss-connector - Broken anchor on source page path = /docs/next/engine-flink/getting-started/: -> linking to /docs/next/engine-flink/ddl/#procedures - Broken anchor on source page path = /docs/engine-flink/getting-started/: -> linking to /docs/engine-flink/dd

📅 Opened Apr 9, 2026💬 2 comments
Quality: 70/100Contribute

Search before asking I searched in the issues and found nothing similar. Description See comment: #2464 (comment) Willingness to contribute I'm willing to submit a PR!

📅 Opened Jan 29, 2026💬 1 comment
Quality: 15/100Contribute
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Contributor Compatibility & Review Speed Analysis for apache/fluss

When evaluating whether to contribute to apache/fluss, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.

Currently, maintainers of apache/fluss acknowledge new external contributions in approximately -. Out of all submitted pull requests from non-core authors in the last 180-day window, 56.1% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to apache/fluss

01

Is apache/fluss welcoming to first-time open-source contributors?

apache/fluss has a recorded first-timer success rate of 56.1%. Repositories ranked Welcoming typically provide actionable feedback during code reviews and actively nurture new community contributors.

02

How fast can I expect code review feedback on my pull request?

The initial maintainer response time averages ~-. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 67.8 C-Rank™ score represent?

The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 67.8 places apache/fluss in the Welcoming tier.

04

What is the external contributor pull request merge rate for apache/fluss?

The external pull request merge rate is 56.1%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

05

Are there beginner Good First Issues open in apache/fluss?

Yes, apache/fluss currently has 3 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for apache/fluss are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.