woodwork.logical_types.Datetime#

class woodwork.logical_types.Datetime(datetime_format=None, timezone=None)[source]#

Represents Logical Types that contain date and time information.

Parameters:

datetime_format (str) – Desired datetime format for data

Examples

["2020-09-10",
 "2020-01-10 00:00:00",
 "01/01/2000 08:30"]
__init__(datetime_format=None, timezone=None)[source]#

Methods

__init__([datetime_format, timezone])

transform(series[, null_invalid_values])

Converts the series data to a formatted datetime.

validate(series, *args, **kwargs)

Validates that a logical type is consistent with the series dtype.

Attributes

datetime_format

primary_dtype

pyspark_dtype

standard_tags

type_string