Apache DataFusion

Schema mismatch causes transformation failures

warning
configurationUpdated Feb 17, 2026(via Exa)
How to detect:

Source data type does not match pipeline's expected schema, causing transformation to fail when encountering incompatible field types

Recommended action:

Update pipeline schema to match actual source data types, or add transform stage to cast fields to expected types before downstream processing