Class GoogleCloudAiplatformV1BatchReadFeatureValuesRequest

Request message for FeaturestoreService.BatchReadFeatureValues.

Inheritance
object
GoogleCloudAiplatformV1BatchReadFeatureValuesRequest
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1.Data
Assembly: Google.Apis.Aiplatform.v1.dll
Syntax
public class GoogleCloudAiplatformV1BatchReadFeatureValuesRequest : IDirectResponseSchema

Properties

BigqueryReadInstances

Similar to csv_read_instances, but from BigQuery source.

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

CsvReadInstances

Each read instance consists of exactly one read timestamp and one or more entity IDs identifying entities of the corresponding EntityTypes whose Features are requested. Each output instance contains Feature values of requested entities concatenated together as of the read time. An example read instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z. An example output instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z, foo_entity_feature1_value, bar_entity_feature2_value. Timestamp in each read instance must be millisecond-aligned. csv_read_instances are read instances stored in a plain-text CSV file. The header should be: [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp The columns can be in any order. Values in the timestamp column must use the RFC 3339 format, e.g. 2012-07-30T10:43:17.123Z.

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

Destination

Required. Specifies output location and format.

Declaration
[JsonProperty("destination")]
public virtual GoogleCloudAiplatformV1FeatureValueDestination Destination { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1FeatureValueDestination

ETag

The ETag of the item.

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

EntityTypeSpecs

Required. Specifies EntityType grouping Features to read values of and settings.

Declaration
[JsonProperty("entityTypeSpecs")]
public virtual IList<GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec> EntityTypeSpecs { get; set; }
Property Value
Type Description
IList<GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec>

PassThroughFields

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity. For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

Declaration
[JsonProperty("passThroughFields")]
public virtual IList<GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField> PassThroughFields { get; set; }
Property Value
Type Description
IList<GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField>

StartTime

object representation of StartTimeRaw.

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

StartTimeDateTimeOffset

DateTimeOffset representation of StartTimeRaw.

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

StartTimeRaw

Optional. Excludes Feature values with feature generation timestamp before this timestamp. If not set, retrieve oldest values kept in Feature Store. Timestamp, if present, must not have higher than millisecond precision.

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

Implements