woodwork.table_accessor.WoodworkTableAccessor.init_with_full_schema

WoodworkTableAccessor.init_with_full_schema(schema: TableSchema, validate: bool = True, **kwargs) → None

Initializes Woodwork typing information for a DataFrame with a complete schema.

Parameters:

• schema (Woodwork.TableSchema) – Typing information to use for the DataFrame instead of performing inference. Note that any changes made to the schema object after initialization will propagate to the DataFrame. Similarly, to avoid unintended typing information changes, the same schema object should not be shared between DataFrames.

• validate (bool, optional) – Whether parameter and data validation should occur. Defaults to True. Warning: Should be set to False only when parameters and data are known to be valid. Any errors resulting from skipping validation with invalid inputs may not be easily understood.