Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::FeatureValueDestination (v0.16.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::FeatureValueDestination.

A destination location for Feature values and format.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#bigquery_destination

def bigquery_destination() -> ::Google::Cloud::AIPlatform::V1::BigQueryDestination

#bigquery_destination=

def bigquery_destination=(value) -> ::Google::Cloud::AIPlatform::V1::BigQueryDestination

#csv_destination

def csv_destination() -> ::Google::Cloud::AIPlatform::V1::CsvDestination
Returns

#csv_destination=

def csv_destination=(value) -> ::Google::Cloud::AIPlatform::V1::CsvDestination
Parameter
Returns

#tfrecord_destination

def tfrecord_destination() -> ::Google::Cloud::AIPlatform::V1::TFRecordDestination
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
    

#tfrecord_destination=

def tfrecord_destination=(value) -> ::Google::Cloud::AIPlatform::V1::TFRecordDestination
Parameter
  • value (::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
    
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