spark_auto_mapper.data_types.transform

Module Contents

Classes

AutoMapperTransformDataType

Base class for all Automapper data types

class spark_auto_mapper.data_types.transform.AutoMapperTransformDataType(column, value)

Bases: spark_auto_mapper.data_types.array_base.AutoMapperArrayLikeBase, Generic[_TAutoMapperDataType]

Base class for all Automapper data types

Parameters

• column (Union[spark_auto_mapper.data_types.data_type_base.AutoMapperDataTypeBase, spark_auto_mapper.type_definitions.wrapper_types.AutoMapperColumnOrColumnLikeType]) –

• value (_TAutoMapperDataType) –

include_null_properties(self, include_null_properties)

Parameters

include_null_properties (bool) –

Return type

None

get_column_spec(self, source_df, current_column)

Gets the column spec for this automapper data type

Parameters

• source_df (Optional[pyspark.sql.DataFrame]) – source data frame in case the automapper type needs that data to decide what to do

• current_column (Optional[pyspark.sql.Column]) – (Optional) this is set when we are inside an array

Return type

pyspark.sql.Column