Scalable and efficient data transformation framework - backwards compatible with dbt.
C-Rank Grade: A (Welcoming) - 61/100
External PR Merge Rate: 43%
Response Time: 4h
First Timer Success: 64%
SQLMesh/sqlmesh has a recorded first-timer success rate of 63.6%. Repositories ranked A typically provide actionable feedback during code reviews and actively nurture new community contributors.
Maintainers in SQLMesh/sqlmesh respond to incoming external pull requests in approximately 4.1 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.
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 61.4 places SQLMesh/sqlmesh in the A tier.
The external contributor pull request merge rate for SQLMesh/sqlmesh is 43.3%, based on public PR activity from non-core contributors.
SQLMesh/sqlmesh currently has 1 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".
Active maintainer team in SQLMesh/sqlmesh welcoming community pull requests and bug fixes.
Average Response Latency
Tracks hours until a maintainer leaves a review, comment, or PR response.
External Acceptance Rate
Percentage of community pull requests successfully merged into main.
First PR Conversion
Rate at which developers submitting their first repository PR succeed.
Show contributors that your repository actively reviews and merges external pull requests.
[](https://getmerged.abhishekco.de/SQLMesh/sqlmesh?utm_source=github&utm_medium=badge)
Historical health & responsiveness evolution
External PR acceptance
First PR success rate
50% receive response in
90% receive response in
Maintainer review activity heatmap & prime window prediction
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Detected: UTC
Maintainers are most responsive around 23:00 UTC (23:00 UTC in your timezone). Recommended submission window is Monday - Wednesday from 23:00 to 03:00 UTC (23:00 - 03:00 UTC local).
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~4 hours (54% approval). Large PRs (>500 lines) take ~20 hours (20% approval). Keep your diff compact for rapid review.
Link: https://github.com/SQLMesh/sqlmesh/actions/runs/32525879293/job/96916106956 Two Issues that are failing the Fabric Tests. These are code based. AI Notes 1 Failing tests tests/core/engine_adapter/integration/test_integration_fabric.py::test_create_drop_catalog tests/core/engine_adapter/integration/test_integration.py::test_janitor[fabric-catalog] What’s Wrong Creating a Fabric warehouse that already exists should do nothing. Fabric used to return HTTP 400 for that; now it returns 409. Our code only handles 400, so it crashes. Possible Fix In sqlmesh/core/engine_adapter/fabric.py (create_warehouse): treat “already exists” (ItemDisplayNameAlreadyInUse) on 409 the same way as 400. 2 Failing tests tests/core/engine_adapter/integration/test_integration.py::test_catalog_operations[fabric] tests/core/engine_adapter/integration/test_integration.py::test_get_data_objects[[query]fabric] tests/core/engine_adapter/integration/test_integration.py::test_get_data_objects[[df-pandas]fabric]
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When evaluating whether to contribute to SQLMesh/sqlmesh, 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 SQLMesh/sqlmesh acknowledge new external contributions in approximately 4 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 43.3% were successfully merged into the primary branch.
SQLMesh/sqlmesh has a recorded first-timer success rate of 63.6%. Repositories ranked Welcoming typically provide actionable feedback during code reviews and actively nurture new community contributors.
The initial maintainer response time averages ~4 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.
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 61.4 places SQLMesh/sqlmesh in the Welcoming tier.
The external pull request merge rate is 43.3%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.
Yes, SQLMesh/sqlmesh currently has 1 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.
All metrics displayed for SQLMesh/sqlmesh 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.