Interface FeatureMapOrBuilder (0.94.0)

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public interface FeatureMapOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

containsCategoricalFeatures(String key)

public abstract boolean containsCategoricalFeatures(String key)

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"]}

map<string, .google.cloud.recommendationengine.v1beta1.FeatureMap.StringList> categorical_features = 1;

Parameter
Name	Description
key	String

Returns
Type	Description
boolean

containsNumericalFeatures(String key)

public abstract boolean containsNumericalFeatures(String key)

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]} }

map<string, .google.cloud.recommendationengine.v1beta1.FeatureMap.FloatList> numerical_features = 2;

Parameter
Name	Description
key	String

Returns
Type	Description
boolean

getCategoricalFeatures() (deprecated)

public abstract Map<String,FeatureMap.StringList> getCategoricalFeatures()

Use #getCategoricalFeaturesMap() instead.

Returns
Type	Description
Map<String,StringList>

getCategoricalFeaturesCount()

public abstract int getCategoricalFeaturesCount()

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"]}

map<string, .google.cloud.recommendationengine.v1beta1.FeatureMap.StringList> categorical_features = 1;

Returns
Type	Description
int

getCategoricalFeaturesMap()

public abstract Map<String,FeatureMap.StringList> getCategoricalFeaturesMap()

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"]}

map<string, .google.cloud.recommendationengine.v1beta1.FeatureMap.StringList> categorical_features = 1;

Returns
Type	Description
Map<String,StringList>

getCategoricalFeaturesOrDefault(String key, FeatureMap.StringList defaultValue)

public abstract FeatureMap.StringList getCategoricalFeaturesOrDefault(String key, FeatureMap.StringList defaultValue)

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"]}

map<string, .google.cloud.recommendationengine.v1beta1.FeatureMap.StringList> categorical_features = 1;

Parameters
Name	Description
key	String
defaultValue	FeatureMap.StringList

Returns
Type	Description
FeatureMap.StringList

getCategoricalFeaturesOrThrow(String key)

public abstract FeatureMap.StringList getCategoricalFeaturesOrThrow(String key)

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"]}

map<string, .google.cloud.recommendationengine.v1beta1.FeatureMap.StringList> categorical_features = 1;

Parameter
Name	Description
key	String

Returns
Type	Description
FeatureMap.StringList

getNumericalFeatures() (deprecated)

public abstract Map<String,FeatureMap.FloatList> getNumericalFeatures()

Use #getNumericalFeaturesMap() instead.

Returns
Type	Description
Map<String,FloatList>

getNumericalFeaturesCount()

public abstract int getNumericalFeaturesCount()

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]} }

map<string, .google.cloud.recommendationengine.v1beta1.FeatureMap.FloatList> numerical_features = 2;

Returns
Type	Description
int

getNumericalFeaturesMap()

public abstract Map<String,FeatureMap.FloatList> getNumericalFeaturesMap()

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]} }

map<string, .google.cloud.recommendationengine.v1beta1.FeatureMap.FloatList> numerical_features = 2;

Returns
Type	Description
Map<String,FloatList>

getNumericalFeaturesOrDefault(String key, FeatureMap.FloatList defaultValue)

public abstract FeatureMap.FloatList getNumericalFeaturesOrDefault(String key, FeatureMap.FloatList defaultValue)

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]} }

map<string, .google.cloud.recommendationengine.v1beta1.FeatureMap.FloatList> numerical_features = 2;

Parameters
Name	Description
key	String
defaultValue	FeatureMap.FloatList

Returns
Type	Description
FeatureMap.FloatList

getNumericalFeaturesOrThrow(String key)

public abstract FeatureMap.FloatList getNumericalFeaturesOrThrow(String key)

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]} }

map<string, .google.cloud.recommendationengine.v1beta1.FeatureMap.FloatList> numerical_features = 2;

Parameter
Name	Description
key	String

Returns
Type	Description
FeatureMap.FloatList