Class: Google::Cloud::AIPlatform::V1::FeatureValueDestination

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

Overview

A destination location for Feature values and format.

Instance Attribute Summary collapse

Instance Attribute Details

#bigquery_destination ⇒ ::Google::Cloud::AIPlatform::V1::BigQueryDestination

Returns Output in BigQuery format. BigQueryDestination.output_uri in FeatureValueDestination.bigquery_destination must refer to a table.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 461

class FeatureValueDestination
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#csv_destination ⇒ ::Google::Cloud::AIPlatform::V1::CsvDestination

Returns Output in CSV format. Array Feature value types are not allowed in CSV format.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 461

class FeatureValueDestination
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#tfrecord_destination ⇒ ::Google::Cloud::AIPlatform::V1::TFRecordDestination

Returns Output in TFRecord format.

Below are the mapping from Feature value type in Featurestore to Feature value type in TFRecord:

Value type in Featurestore                 | Value type in TFRecord
DOUBLE, DOUBLE_ARRAY                       | FLOAT_LIST
INT64, INT64_ARRAY                         | INT64_LIST
STRING, STRING_ARRAY, BYTES                | BYTES_LIST
true -> byte_string("true"), false -> byte_string("false")
BOOL, BOOL_ARRAY (true, false)             | BYTES_LIST.

Returns:

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

    Output in TFRecord format.

    Below are the mapping from Feature value type in Featurestore to Feature value type in TFRecord:

    Value type in Featurestore                 | Value type in TFRecord
DOUBLE, DOUBLE_ARRAY                       | FLOAT_LIST
INT64, INT64_ARRAY                         | INT64_LIST
STRING, STRING_ARRAY, BYTES                | BYTES_LIST
true -> byte_string("true"), false -> byte_string("false")
BOOL, BOOL_ARRAY (true, false)             | BYTES_LIST



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_service.rb', line 461

class FeatureValueDestination
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end