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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.
Implements
IMessageFeatureValueDestination, IEquatableFeatureValueDestination, IDeepCloneableFeatureValueDestination, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
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 |