Source code for featuretools.primitives.standard.aggregation.any_primitive
import numpy as np
from woodwork.column_schema import ColumnSchema
from woodwork.logical_types import Boolean, BooleanNullable
from featuretools.primitives.base.aggregation_primitive_base import AggregationPrimitive
[docs]class Any(AggregationPrimitive):
"""Determines if any value is 'True' in a list.
Description:
Given a list of booleans, return `True` if one or
more of the values are `True`.
Examples:
>>> any = Any()
>>> any([False, False, False, True])
True
"""
name = "any"
input_types = [
[ColumnSchema(logical_type=Boolean)],
[ColumnSchema(logical_type=BooleanNullable)],
]
return_type = ColumnSchema(logical_type=Boolean)
stack_on_self = False
description_template = "whether any of {} are true"
def get_function(self):
return np.any