public sealed class ImportFeatureValuesRequest : IMessage<ImportFeatureValuesRequest>, IEquatable<ImportFeatureValuesRequest>, IDeepCloneable<ImportFeatureValuesRequest>, IBufferMessage, IMessage
Reference documentation and code samples for the Cloud AI Platform v1 API class ImportFeatureValuesRequest.
Request message for [FeaturestoreService.ImportFeatureValues][google.cloud.aiplatform.v1.FeaturestoreService.ImportFeatureValues].
Inheritance
Object >
ImportFeatureValuesRequest
Namespace
Google.Cloud.AIPlatform.V1
Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
public ImportFeatureValuesRequest()
public ImportFeatureValuesRequest(ImportFeatureValuesRequest other)
Properties
public AvroSource AvroSource { get; set; }
public BigQuerySource BigquerySource { get; set; }
public CsvSource CsvSource { get; set; }
public bool DisableIngestionAnalysis { get; set; }
If true, API doesn't start ingestion analysis pipeline.
| Property Value |
|---|
| Type | Description |
Boolean | |
public bool DisableOnlineServing { get; set; }
If set, data will not be imported for online serving. This
is typically used for backfilling, where Feature generation timestamps are
not in the timestamp range needed for online serving.
| Property Value |
|---|
| Type | Description |
Boolean | |
public string EntityIdField { get; set; }
Source column that holds entity IDs. If not provided, entity IDs are
extracted from the column named entity_id.
| Property Value |
|---|
| Type | Description |
String | |
public string EntityType { get; set; }
Required. The resource name of the EntityType grouping the Features for which values
are being imported. Format:
projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}
| Property Value |
|---|
| Type | Description |
String | |
public EntityTypeName EntityTypeAsEntityTypeName { get; set; }
public RepeatedField<ImportFeatureValuesRequest.Types.FeatureSpec> FeatureSpecs { get; }
Required. Specifications defining which Feature values to import from the entity. The
request fails if no feature_specs are provided, and having multiple
feature_specs for one Feature is not allowed.
public Timestamp FeatureTime { get; set; }
Single Feature timestamp for all entities being imported. The
timestamp must not have higher than millisecond precision.
public string FeatureTimeField { get; set; }
Source column that holds the Feature timestamp for all Feature
values in each entity.
| Property Value |
|---|
| Type | Description |
String | |
public ImportFeatureValuesRequest.FeatureTimeSourceOneofCase FeatureTimeSourceCase { get; }
public ImportFeatureValuesRequest.SourceOneofCase SourceCase { get; }
public int WorkerCount { get; set; }
Specifies the number of workers that are used to write data to the
Featurestore. Consider the online serving capacity that you require to
achieve the desired import throughput without interfering with online
serving. The value must be positive, and less than or equal to 100.
If not set, defaults to using 1 worker. The low count ensures minimal
impact on online serving performance.
| Property Value |
|---|
| Type | Description |
Int32 | |
