Cloud AI Platform v1 API - Class FeatureValueDestination (3.2.0)

Version 3.2.0

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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

Implements

IMessageFeatureValueDestination, IEquatableFeatureValueDestination, IDeepCloneableFeatureValueDestination, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

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