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[BindServiceMethod(typeof(FeaturestoreService), "BindService")]
public abstract class FeaturestoreService.FeaturestoreServiceBaseReference documentation and code samples for the Cloud AI Platform v1 API class FeaturestoreService.FeaturestoreServiceBase.
Base class for server-side implementations of FeaturestoreService
Namespace
GoogleCloudGoogle.Cloud.AIPlatformV1Assembly
Google.Cloud.AIPlatform.V1.dll
Methods
BatchCreateFeatures(BatchCreateFeaturesRequest, ServerCallContext)
public virtual Task<Operation> BatchCreateFeatures(BatchCreateFeaturesRequest request, ServerCallContext context)Creates a batch of Features in a given EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | BatchCreateFeaturesRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
BatchReadFeatureValues(BatchReadFeatureValuesRequest, ServerCallContext)
public virtual Task<Operation> BatchReadFeatureValues(BatchReadFeatureValuesRequest request, ServerCallContext context)Batch reads Feature values from a Featurestore.
This API enables batch reading Feature values, where each read instance in the batch may read Feature values of entities from one or more EntityTypes. Point-in-time correctness is guaranteed for Feature values of each read instance as of each instance's read timestamp.
| Parameters | |
|---|---|
| Name | Description |
request | BatchReadFeatureValuesRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
CreateEntityType(CreateEntityTypeRequest, ServerCallContext)
public virtual Task<Operation> CreateEntityType(CreateEntityTypeRequest request, ServerCallContext context)Creates a new EntityType in a given Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request | CreateEntityTypeRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
CreateFeature(CreateFeatureRequest, ServerCallContext)
public virtual Task<Operation> CreateFeature(CreateFeatureRequest request, ServerCallContext context)Creates a new Feature in a given EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | CreateFeatureRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
CreateFeaturestore(CreateFeaturestoreRequest, ServerCallContext)
public virtual Task<Operation> CreateFeaturestore(CreateFeaturestoreRequest request, ServerCallContext context)Creates a new Featurestore in a given project and location.
| Parameters | |
|---|---|
| Name | Description |
request | CreateFeaturestoreRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
DeleteEntityType(DeleteEntityTypeRequest, ServerCallContext)
public virtual Task<Operation> DeleteEntityType(DeleteEntityTypeRequest request, ServerCallContext context)Deletes a single EntityType. The EntityType must not have any Features
or force must be set to true for the request to succeed.
| Parameters | |
|---|---|
| Name | Description |
request | DeleteEntityTypeRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
DeleteFeature(DeleteFeatureRequest, ServerCallContext)
public virtual Task<Operation> DeleteFeature(DeleteFeatureRequest request, ServerCallContext context)Deletes a single Feature.
| Parameters | |
|---|---|
| Name | Description |
request | DeleteFeatureRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
DeleteFeaturestore(DeleteFeaturestoreRequest, ServerCallContext)
public virtual Task<Operation> DeleteFeaturestore(DeleteFeaturestoreRequest request, ServerCallContext context)Deletes a single Featurestore. The Featurestore must not contain any
EntityTypes or force must be set to true for the request to succeed.
| Parameters | |
|---|---|
| Name | Description |
request | DeleteFeaturestoreRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
DeleteFeatureValues(DeleteFeatureValuesRequest, ServerCallContext)
public virtual Task<Operation> DeleteFeatureValues(DeleteFeatureValuesRequest request, ServerCallContext context)Delete Feature values from Featurestore.
The progress of the deletion is tracked by the returned operation. The deleted feature values are guaranteed to be invisible to subsequent read operations after the operation is marked as successfully done.
If a delete feature values operation fails, the feature values returned from reads and exports may be inconsistent. If consistency is required, the caller must retry the same delete request again and wait till the new operation returned is marked as successfully done.
| Parameters | |
|---|---|
| Name | Description |
request | DeleteFeatureValuesRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
ExportFeatureValues(ExportFeatureValuesRequest, ServerCallContext)
public virtual Task<Operation> ExportFeatureValues(ExportFeatureValuesRequest request, ServerCallContext context)Exports Feature values from all the entities of a target EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | ExportFeatureValuesRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
GetEntityType(GetEntityTypeRequest, ServerCallContext)
public virtual Task<EntityType> GetEntityType(GetEntityTypeRequest request, ServerCallContext context)Gets details of a single EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | GetEntityTypeRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskEntityType | The response to send back to the client (wrapped by a task). |
GetFeature(GetFeatureRequest, ServerCallContext)
public virtual Task<Feature> GetFeature(GetFeatureRequest request, ServerCallContext context)Gets details of a single Feature.
| Parameters | |
|---|---|
| Name | Description |
request | GetFeatureRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskFeature | The response to send back to the client (wrapped by a task). |
GetFeaturestore(GetFeaturestoreRequest, ServerCallContext)
public virtual Task<Featurestore> GetFeaturestore(GetFeaturestoreRequest request, ServerCallContext context)Gets details of a single Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request | GetFeaturestoreRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskFeaturestore | The response to send back to the client (wrapped by a task). |
ImportFeatureValues(ImportFeatureValuesRequest, ServerCallContext)
public virtual Task<Operation> ImportFeatureValues(ImportFeatureValuesRequest request, ServerCallContext context)Imports Feature values into the Featurestore from a source storage.
The progress of the import is tracked by the returned operation. The imported features are guaranteed to be visible to subsequent read operations after the operation is marked as successfully done.
If an import operation fails, the Feature values returned from reads and exports may be inconsistent. If consistency is required, the caller must retry the same import request again and wait till the new operation returned is marked as successfully done.
There are also scenarios where the caller can cause inconsistency.
- Source data for import contains multiple distinct Feature values for the same entity ID and timestamp.
- Source is modified during an import. This includes adding, updating, or removing source data and/or metadata. Examples of updating metadata include but are not limited to changing storage location, storage class, or retention policy.
- Online serving cluster is under-provisioned.
| Parameters | |
|---|---|
| Name | Description |
request | ImportFeatureValuesRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |
ListEntityTypes(ListEntityTypesRequest, ServerCallContext)
public virtual Task<ListEntityTypesResponse> ListEntityTypes(ListEntityTypesRequest request, ServerCallContext context)Lists EntityTypes in a given Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request | ListEntityTypesRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskListEntityTypesResponse | The response to send back to the client (wrapped by a task). |
ListFeatures(ListFeaturesRequest, ServerCallContext)
public virtual Task<ListFeaturesResponse> ListFeatures(ListFeaturesRequest request, ServerCallContext context)Lists Features in a given EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | ListFeaturesRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskListFeaturesResponse | The response to send back to the client (wrapped by a task). |
ListFeaturestores(ListFeaturestoresRequest, ServerCallContext)
public virtual Task<ListFeaturestoresResponse> ListFeaturestores(ListFeaturestoresRequest request, ServerCallContext context)Lists Featurestores in a given project and location.
| Parameters | |
|---|---|
| Name | Description |
request | ListFeaturestoresRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskListFeaturestoresResponse | The response to send back to the client (wrapped by a task). |
SearchFeatures(SearchFeaturesRequest, ServerCallContext)
public virtual Task<SearchFeaturesResponse> SearchFeatures(SearchFeaturesRequest request, ServerCallContext context)Searches Features matching a query in a given project.
| Parameters | |
|---|---|
| Name | Description |
request | SearchFeaturesRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskSearchFeaturesResponse | The response to send back to the client (wrapped by a task). |
UpdateEntityType(UpdateEntityTypeRequest, ServerCallContext)
public virtual Task<EntityType> UpdateEntityType(UpdateEntityTypeRequest request, ServerCallContext context)Updates the parameters of a single EntityType.
| Parameters | |
|---|---|
| Name | Description |
request | UpdateEntityTypeRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskEntityType | The response to send back to the client (wrapped by a task). |
UpdateFeature(UpdateFeatureRequest, ServerCallContext)
public virtual Task<Feature> UpdateFeature(UpdateFeatureRequest request, ServerCallContext context)Updates the parameters of a single Feature.
| Parameters | |
|---|---|
| Name | Description |
request | UpdateFeatureRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskFeature | The response to send back to the client (wrapped by a task). |
UpdateFeaturestore(UpdateFeaturestoreRequest, ServerCallContext)
public virtual Task<Operation> UpdateFeaturestore(UpdateFeaturestoreRequest request, ServerCallContext context)Updates the parameters of a single Featurestore.
| Parameters | |
|---|---|
| Name | Description |
request | UpdateFeaturestoreRequestThe request received from the client. |
context | ServerCallContextThe context of the server-side call handler being invoked. |
| Returns | |
|---|---|
| Type | Description |
TaskOperation | The response to send back to the client (wrapped by a task). |