Class FeatureMap (0.6.1)

FeatureMap(mapping=None, *, ignore_unknown_fields=False, **kwargs)

FeatureMap represents extra features that customers want to include in the recommendation model for catalogs/user events as categorical/numerical features.

Attributes

Name	Description
categorical_features	`Sequence[google.cloud.recommendationengine_v1beta1.types.FeatureMap.CategoricalFeaturesEntry]` Categorical features that can take on one of a limited number of possible values. Some examples would be the brand/maker of a product, or country of a customer. Feature names and values must be UTF-8 encoded strings. For example: ``{ "colors": {"value": ["yellow", "green"]}, "sizes": {"value":["S", "M"]}``
numerical_features	`Sequence[google.cloud.recommendationengine_v1beta1.types.FeatureMap.NumericalFeaturesEntry]` Numerical features. Some examples would be the height/weight of a product, or age of a customer. Feature names must be UTF-8 encoded strings. For example: ``{ "lengths_cm": {"value":[2.3, 15.4]}, "heights_cm": {"value":[8.1, 6.4]} }``

Inheritance

builtins.object > proto.message.Message > FeatureMap

Classes

CategoricalFeaturesEntry

CategoricalFeaturesEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters

Name	Description
kwargs	`dict` Keys and values corresponding to the fields of the message.
mapping	Union[dict, `.Message`] A dictionary or message to be used to determine the values for this message.
ignore_unknown_fields	`Optional(bool)` If True, do not raise errors for unknown fields. Only applied if `mapping` is a mapping type or there are keyword parameters.

FloatList

FloatList(mapping=None, *, ignore_unknown_fields=False, **kwargs)

A list of float features.

NumericalFeaturesEntry

NumericalFeaturesEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters

Name	Description
kwargs	`dict` Keys and values corresponding to the fields of the message.
mapping	Union[dict, `.Message`] A dictionary or message to be used to determine the values for this message.
ignore_unknown_fields	`Optional(bool)` If True, do not raise errors for unknown fields. Only applied if `mapping` is a mapping type or there are keyword parameters.

StringList

StringList(mapping=None, *, ignore_unknown_fields=False, **kwargs)

A list of string features.