public sealed class ImportFeatureValuesRequest : IMessage<ImportFeatureValuesRequest>, IEquatable<ImportFeatureValuesRequest>, IDeepCloneable<ImportFeatureValuesRequest>, IBufferMessage, IMessage
Reference documentation and code samples for the Cloud AI Platform v1beta1 API class ImportFeatureValuesRequest.
Request message for
[FeaturestoreService.ImportFeatureValues][google.cloud.aiplatform.v1beta1.FeaturestoreService.ImportFeatureValues].
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.
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}
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.
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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-03-25 UTC."],[[["The `ImportFeatureValuesRequest` class is used to request the import of feature values into the Cloud AI Platform's Featurestore service, specifically for the `FeaturestoreService.ImportFeatureValues` method."],["This class inherits from `object` and implements interfaces like `IMessage`, `IEquatable`, `IDeepCloneable`, and `IBufferMessage`, offering functionality for message manipulation, equality checks, deep cloning, and buffered message handling."],["The `ImportFeatureValuesRequest` allows importing data from various sources such as Avro, BigQuery, and CSV, through properties like `AvroSource`, `BigquerySource`, and `CsvSource` respectively."],["The class includes properties such as `DisableIngestionAnalysis` and `DisableOnlineServing` to customize the data import process by disabling the ingestion analysis pipeline or online serving, and allows to designate the `EntityType` and `FeatureSpecs`."],["It supports specifying a unified `FeatureTime` for all imported entities or defining a specific `FeatureTimeField` to pull this information from the data source, with control over `WorkerCount` to manage resource allocation for the data import process."]]],[]]
