Class: Google::Cloud::AIPlatform::V1::FeatureValue

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb

Overview

Value for a feature.

Defined Under Namespace

Classes: Metadata

Instance Attribute Summary collapse

Instance Attribute Details

#bool_array_value ⇒ ::Google::Cloud::AIPlatform::V1::BoolArray

Returns A list of bool type feature value.

Note: The following fields are mutually exclusive: bool_array_value, bool_value, double_value, int64_value, string_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Google::Cloud::AIPlatform::V1::BoolArray) —

    A list of bool type feature value.

    Note: The following fields are mutually exclusive: bool_array_value, bool_value, double_value, int64_value, string_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#bool_value ⇒ ::Boolean

Returns Bool type feature value.

Note: The following fields are mutually exclusive: bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Boolean) —

    Bool type feature value.

    Note: The following fields are mutually exclusive: bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#bytes_value ⇒ ::String

Returns Bytes feature value.

Note: The following fields are mutually exclusive: bytes_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::String) —

    Bytes feature value.

    Note: The following fields are mutually exclusive: bytes_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#double_array_value ⇒ ::Google::Cloud::AIPlatform::V1::DoubleArray

Returns A list of double type feature value.

Note: The following fields are mutually exclusive: double_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Google::Cloud::AIPlatform::V1::DoubleArray) —

    A list of double type feature value.

    Note: The following fields are mutually exclusive: double_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#double_value ⇒ ::Float

Returns Double type feature value.

Note: The following fields are mutually exclusive: double_value, bool_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Float) —

    Double type feature value.

    Note: The following fields are mutually exclusive: double_value, bool_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#int64_array_value ⇒ ::Google::Cloud::AIPlatform::V1::Int64Array

Returns A list of int64 type feature value.

Note: The following fields are mutually exclusive: int64_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Google::Cloud::AIPlatform::V1::Int64Array) —

    A list of int64 type feature value.

    Note: The following fields are mutually exclusive: int64_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#int64_value ⇒ ::Integer

Returns Int64 feature value.

Note: The following fields are mutually exclusive: int64_value, bool_value, double_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Integer) —

    Int64 feature value.

    Note: The following fields are mutually exclusive: int64_value, bool_value, double_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#metadata ⇒ ::Google::Cloud::AIPlatform::V1::FeatureValue::Metadata

Returns Metadata of feature value.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#string_array_value ⇒ ::Google::Cloud::AIPlatform::V1::StringArray

Returns A list of string type feature value.

Note: The following fields are mutually exclusive: string_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Google::Cloud::AIPlatform::V1::StringArray) —

    A list of string type feature value.

    Note: The following fields are mutually exclusive: string_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#string_value ⇒ ::String

Returns String feature value.

Note: The following fields are mutually exclusive: string_value, bool_value, double_value, int64_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::String) —

    String feature value.

    Note: The following fields are mutually exclusive: string_value, bool_value, double_value, int64_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#struct_value ⇒ ::Google::Cloud::AIPlatform::V1::StructValue

Returns A struct type feature value.

Note: The following fields are mutually exclusive: struct_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Google::Cloud::AIPlatform::V1::StructValue) —

    A struct type feature value.

    Note: The following fields are mutually exclusive: struct_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_online_service.rb', line 254

class FeatureValue
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Metadata of feature value.
  # @!attribute [rw] generate_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Feature generation timestamp. Typically, it is provided by user at
  #     feature ingestion time. If not, feature store
  #     will use the system timestamp when the data is ingested into feature
  #     store.
  #
  #     Legacy Feature Store: For streaming ingestion, the time, aligned by days,
  #     must be no older than five years (1825 days) and no later than one year
  #     (366 days) in the future.
  class Metadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end