featuretools.primitives.DateToTimeZone#
- class featuretools.primitives.DateToTimeZone[source]#
Determines the timezone of a datetime.
- Description:
Given a list of datetimes, extract the timezone from each one. Looks for the tzinfo attribute on datetime.datetime objects. If the datetime has no timezone or the date is missing, return NaN.
Examples
>>> from datetime import datetime >>> from pytz import timezone >>> date_to_time_zone = DateToTimeZone() >>> dates = [datetime(2010, 1, 1, tzinfo=timezone("America/Los_Angeles")), ... datetime(2010, 1, 1, tzinfo=timezone("America/New_York")), ... datetime(2010, 1, 1, tzinfo=timezone("America/Chicago")), ... datetime(2010, 1, 1)] >>> date_to_time_zone(dates).tolist() ['America/Los_Angeles', 'America/New_York', 'America/Chicago', nan]
- __init__()#
Methods
__init__
()flatten_nested_input_types
(input_types)Flattens nested column schema inputs into a single list.
generate_name
(base_feature_names)generate_names
(base_feature_names)get_args_string
()get_arguments
()get_description
(input_column_descriptions[, ...])get_filepath
(filename)get_function
()Attributes
base_of
base_of_exclude
commutative
compatibility
Additional compatible libraries
default_value
Default value this feature returns if no data found.
description_template
input_types
woodwork.ColumnSchema types of inputs
max_stack_depth
name
Name of the primitive
number_output_features
Number of columns in feature matrix associated with this feature
return_type
ColumnSchema type of return
series_library
stack_on
stack_on_exclude
stack_on_self
uses_calc_time
uses_full_dataframe