Package com.google.cloud.recommendationengine.v1beta1

Class FeatureMap

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.recommendationengine.v1beta1.FeatureMap
All Implemented Interfaces:
FeatureMapOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class FeatureMap extends com.google.protobuf.GeneratedMessage implements FeatureMapOrBuilder
 FeatureMap represents extra features that customers want to include in the
 recommendation model for catalogs/user events as categorical/numerical
 features.
Protobuf type google.cloud.recommendationengine.v1beta1.FeatureMap
See Also:

  • Field Details

    • CATEGORICAL_FEATURES_FIELD_NUMBER

      public static final int CATEGORICAL_FEATURES_FIELD_NUMBER
      See Also:

    • NUMERICAL_FEATURES_FIELD_NUMBER

      public static final int NUMERICAL_FEATURES_FIELD_NUMBER
      See Also:

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetMapFieldReflection

      protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
      Overrides:
      internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessage

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

    • getCategoricalFeaturesCount

      public int getCategoricalFeaturesCount()
      Description copied from interface: FeatureMapOrBuilder
       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;
      Specified by:
      getCategoricalFeaturesCount in interface FeatureMapOrBuilder

    • containsCategoricalFeatures

      public 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;
      Specified by:
      containsCategoricalFeatures in interface FeatureMapOrBuilder

    • getCategoricalFeatures

      @Deprecated public Map<String,FeatureMap.StringList> getCategoricalFeatures()
      Deprecated.
      Use getCategoricalFeaturesMap() instead.
      Specified by:
      getCategoricalFeatures in interface FeatureMapOrBuilder

    • getCategoricalFeaturesMap

      public 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;
      Specified by:
      getCategoricalFeaturesMap in interface FeatureMapOrBuilder

    • getCategoricalFeaturesOrDefault

      public 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;
      Specified by:
      getCategoricalFeaturesOrDefault in interface FeatureMapOrBuilder

    • getCategoricalFeaturesOrThrow

      public 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;
      Specified by:
      getCategoricalFeaturesOrThrow in interface FeatureMapOrBuilder

    • getNumericalFeaturesCount

      public int getNumericalFeaturesCount()
      Description copied from interface: FeatureMapOrBuilder
       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;
      Specified by:
      getNumericalFeaturesCount in interface FeatureMapOrBuilder

    • containsNumericalFeatures

      public 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;
      Specified by:
      containsNumericalFeatures in interface FeatureMapOrBuilder

    • getNumericalFeatures

      @Deprecated public Map<String,FeatureMap.FloatList> getNumericalFeatures()
      Deprecated.
      Use getNumericalFeaturesMap() instead.
      Specified by:
      getNumericalFeatures in interface FeatureMapOrBuilder

    • getNumericalFeaturesMap

      public 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;
      Specified by:
      getNumericalFeaturesMap in interface FeatureMapOrBuilder

    • getNumericalFeaturesOrDefault

      public 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;
      Specified by:
      getNumericalFeaturesOrDefault in interface FeatureMapOrBuilder

    • getNumericalFeaturesOrThrow

      public 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;
      Specified by:
      getNumericalFeaturesOrThrow in interface FeatureMapOrBuilder

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static FeatureMap parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeatureMap parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeatureMap parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeatureMap parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeatureMap parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeatureMap parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static FeatureMap parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static FeatureMap parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static FeatureMap parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static FeatureMap parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static FeatureMap parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static FeatureMap parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public FeatureMap.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static FeatureMap.Builder newBuilder()

    • newBuilder

      public static FeatureMap.Builder newBuilder(FeatureMap prototype)

    • toBuilder

      public FeatureMap.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected FeatureMap.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static FeatureMap getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<FeatureMap> parser()

    • getParserForType

      public com.google.protobuf.Parser<FeatureMap> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessage

    • getDefaultInstanceForType

      public FeatureMap getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder