featuretools.primitives.Week

class featuretools.primitives.Week[source]

Determines the week of the year from a datetime.

Description:

Returns the week of the year from a datetime value. The first week of the year starts on January 1, and week numbers increment each Monday.

Examples

>>> from datetime import datetime
>>> dates = [datetime(2019, 1, 3),
...          datetime(2019, 6, 17, 11, 10, 50),
...          datetime(2019, 11, 30, 19, 45, 15)]
>>> week = Week()
>>> week(dates).tolist()
[1, 25, 48]
__init__()

Methods

__init__()

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

uses_calc_time

uses_full_dataframe

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featuretools.primitives.Month