Cloud AI Platform v1 API - Class FeatureValueDestination (3.5.0) 

public sealed class FeatureValueDestination : IMessage<FeatureValueDestination>, IEquatable<FeatureValueDestination>, IDeepCloneable<FeatureValueDestination>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class FeatureValueDestination.

A destination location for Feature values and format.

Inheritance

object > FeatureValueDestination

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

FeatureValueDestination()

public FeatureValueDestination()

FeatureValueDestination(FeatureValueDestination)

public FeatureValueDestination(FeatureValueDestination other)
Parameter
Name Description
other FeatureValueDestination

Properties

BigqueryDestination

public BigQueryDestination BigqueryDestination { get; set; }

Output in BigQuery format. [BigQueryDestination.output_uri][google.cloud.aiplatform.v1.BigQueryDestination.output_uri] in [FeatureValueDestination.bigquery_destination][google.cloud.aiplatform.v1.FeatureValueDestination.bigquery_destination] must refer to a table.

Property Value
Type Description
BigQueryDestination

CsvDestination

public CsvDestination CsvDestination { get; set; }

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

Property Value
Type Description
CsvDestination

DestinationCase

public FeatureValueDestination.DestinationOneofCase DestinationCase { get; }
Property Value
Type Description
FeatureValueDestinationDestinationOneofCase

TfrecordDestination

public TFRecordDestination TfrecordDestination { get; set; }

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
Property Value
Type Description
TFRecordDestination