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Soda Core
Soda Core — open-source checks-as-code for data quality with a YAML DSL for column and row-level checks, metrics, and thresholds. The SQL-metric approach is easier to reason about than Great Expectations' expectation suites; the programmatic API enables CI/CD integration. Lightweight alternative to Great Expectations; pairs with our data-quality starter guide and Great Expectations reference.
At a glance
| What | Soda Core — open-source checks-as-code for data quality with a YAML DSL for column and row-level checks, metrics, and thresholds. The SQL-metric approach is easier to reason about than Great Expectations' expectation suites; the programmatic API enables CI/CD integration. Lightweight alternative to Great Expectations; pairs with our data-quality starter guide and Great Expectations reference. |
|---|---|
| Where | Data Quality |
| Why | A lightweight alternative to Great Expectations; the SQL-metric approach is easy to reason about. |
Security scan
Last sweep 2026-10-24: 0 finding(s), 0 marked as examples.
Registry stats
| Verification | community · Sep 14, 2026 |
|---|---|
| Completeness | 58 |
| Trust multiplier | ×1.25 |
| Composite | 26.7 · adequate |
| Freshness | 40 days since last source check |
| License | Apache-2.0 |
| Security flags | none |
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Soda Core