metadata.sdk.data_quality.dataframes.dataframe_validation_engine
Orchestration engine for DataFrame validation execution.
Classes:
- DataFrameValidationEngine – Orchestrates execution of multiple validators on a DataFrame.
Attributes:
- logger –
metadata.sdk.data_quality.dataframes.dataframe_validation_engine.DataFrameValidationEngine
Orchestrates execution of multiple validators on a DataFrame.
Functions:
- execute – Execute all validations and return aggregated results.
Attributes:
- test_cases (
List[TestCase]) –
metadata.sdk.data_quality.dataframes.dataframe_validation_engine.DataFrameValidationEngine.execute
Execute all validations and return aggregated results.
Parameters:
- df (
DataFrame) – DataFrame to validate - mode (
FailureMode) – Validation mode (only "short-circuit" supported)
Returns:
ValidationResult– ValidationResult with outcomes for all tests