featuretools.primitives.IsIn#
- class featuretools.primitives.IsIn(list_of_outputs=None)[source]#
Determines whether a value is present in a provided list.
Examples
>>> items = ['string', 10.3, False] >>> is_in = IsIn(list_of_outputs=items) >>> is_in(['string', 10.5, False]).tolist() [True, False, True]
Methods
__init__
([list_of_outputs])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
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
stack_on
stack_on_exclude
stack_on_self
uses_calc_time
uses_full_dataframe