morpheus.utils.column_info.DateTimeColumn
- class DateTimeColumn(name, dtype, input_name)[source]
Bases:
morpheus.utils.column_info.RenameColumnSubclass of
RenameColumn, specific to casting UTC localized datetime values. When incoming values contain a time-zone offset string the values are converted to UTC, while values without a time-zone are assumed to be UTC.Methods
_process_column(df: pandas.DataFrame) -> pandas.Series Convert the values in the column to datetime and return the result as a Series. - 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.