morpheus.utils.column_info.ColumnInfo#

class ColumnInfo(name, dtype)[source]#

Bases: object

Defines a single column and type-cast.

Methods

`convert_pandas_dtype`(dtype)	Return the pandas type string of column.
`get_input_column_types`()	Return a dictionary of input column names and types needed for processing.
`get_pandas_dtype`()	Return the pandas type string for the currently set `dtype`.

static convert_pandas_dtype(dtype)[source]#

Return the pandas type string of column.

get_input_column_types()[source]#

Return a dictionary of input column names and types needed for processing. This is used for schema validation and should be overridden by subclasses.

get_pandas_dtype()[source]#

Return the pandas type string for the currently set dtype.