Approaches

Expectation-based validation

Run explicit assertions about data properties against selected datasets.

When to consider it

  • When data quality criteria need repeatable checks and recorded validation results

Considerations

  • Assertions need maintenance as data shape and business meaning change.

Connections

Sources

  1. GX Core overviewGreat Expectations · checked 2026-09-30

Last reviewed 2026-09-30