cascade.utils.pandera#

class cascade.utils.pandera.PaSchemaValidator(dataset: TableDataset, schema: DataFrameSchema, *args: Any, **kwargs: Any)[source]#

pandera-based data validator for ``TableDataset``s. It accepts TableDataset and schema. For more details on schemas see pandera’s documentation.

__init__(dataset: TableDataset, schema: DataFrameSchema, *args: Any, **kwargs: Any) → None[source]#

Parameters:

• dataset (TabelDataset) – Dataset to validate

• schema – Schema of the table in the format that is acceptable by pandera or path to the YAML file with schema. For more details on schemas see pandera’s documentation.

Raises:

DataValidationException –