Class GoogleCloudAiplatformV1ImportFeatureValuesRequest

Request message for FeaturestoreService.ImportFeatureValues.

Inheritance
object
GoogleCloudAiplatformV1ImportFeatureValuesRequest
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1.Data
Assembly: Google.Apis.Aiplatform.v1.dll
Syntax
public class GoogleCloudAiplatformV1ImportFeatureValuesRequest : IDirectResponseSchema

Properties

AvroSource

Declaration
[JsonProperty("avroSource")]
public virtual GoogleCloudAiplatformV1AvroSource AvroSource { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1AvroSource

BigquerySource

Declaration
[JsonProperty("bigquerySource")]
public virtual GoogleCloudAiplatformV1BigQuerySource BigquerySource { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1BigQuerySource

CsvSource

Declaration
[JsonProperty("csvSource")]
public virtual GoogleCloudAiplatformV1CsvSource CsvSource { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1CsvSource

DisableIngestionAnalysis

If true, API doesn't start ingestion analysis pipeline.

Declaration
[JsonProperty("disableIngestionAnalysis")]
public virtual bool? DisableIngestionAnalysis { get; set; }
Property Value
Type Description
bool?

DisableOnlineServing

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.

Declaration
[JsonProperty("disableOnlineServing")]
public virtual bool? DisableOnlineServing { get; set; }
Property Value
Type Description
bool?

ETag

The ETag of the item.

Declaration
public virtual string ETag { get; set; }
Property Value
Type Description
string

EntityIdField

Source column that holds entity IDs. If not provided, entity IDs are extracted from the column named entity_id.

Declaration
[JsonProperty("entityIdField")]
public virtual string EntityIdField { get; set; }
Property Value
Type Description
string

FeatureSpecs

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.

Declaration
[JsonProperty("featureSpecs")]
public virtual IList<GoogleCloudAiplatformV1ImportFeatureValuesRequestFeatureSpec> FeatureSpecs { get; set; }
Property Value
Type Description
IList<GoogleCloudAiplatformV1ImportFeatureValuesRequestFeatureSpec>

FeatureTime

object representation of FeatureTimeRaw.

Declaration
[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use FeatureTimeDateTimeOffset instead.")]
public virtual object FeatureTime { get; set; }
Property Value
Type Description
object

FeatureTimeDateTimeOffset

DateTimeOffset representation of FeatureTimeRaw.

Declaration
[JsonIgnore]
public virtual DateTimeOffset? FeatureTimeDateTimeOffset { get; set; }
Property Value
Type Description
DateTimeOffset?

FeatureTimeField

Source column that holds the Feature timestamp for all Feature values in each entity.

Declaration
[JsonProperty("featureTimeField")]
public virtual string FeatureTimeField { get; set; }
Property Value
Type Description
string

FeatureTimeRaw

Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision.

Declaration
[JsonProperty("featureTime")]
public virtual string FeatureTimeRaw { get; set; }
Property Value
Type Description
string

WorkerCount

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.

Declaration
[JsonProperty("workerCount")]
public virtual int? WorkerCount { get; set; }
Property Value
Type Description
int?

Implements