Namespace Google.Apis.Aiplatform.v1

Cancels a BatchPredictionJob. Starts asynchronous cancellation on the BatchPredictionJob. The server makes the best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetBatchPredictionJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On a successful cancellation, the BatchPredictionJob is not deleted;instead its BatchPredictionJob.state is set to CANCELLED. Any files already outputted by the job are not deleted.

ProjectsResource.LocationsResource.BatchPredictionJobsResource.CreateRequest

Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

ProjectsResource.LocationsResource.BatchPredictionJobsResource.DeleteRequest

Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

ProjectsResource.LocationsResource.BatchPredictionJobsResource.GetRequest

Gets a BatchPredictionJob

ProjectsResource.LocationsResource.BatchPredictionJobsResource.ListRequest

Lists BatchPredictionJobs in a Location.

ProjectsResource.LocationsResource.CustomJobsResource

The "customJobs" collection of methods.

ProjectsResource.LocationsResource.CustomJobsResource.CancelRequest

Cancels a CustomJob. Starts asynchronous cancellation on the CustomJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetCustomJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the CustomJob is not deleted; instead it becomes a job with a CustomJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and CustomJob.state is set to CANCELLED.

ProjectsResource.LocationsResource.CustomJobsResource.CreateRequest

Creates a CustomJob. A created CustomJob right away will be attempted to be run.

ProjectsResource.LocationsResource.CustomJobsResource.DeleteRequest

Deletes a CustomJob.

ProjectsResource.LocationsResource.CustomJobsResource.GetRequest

Gets a CustomJob.

ProjectsResource.LocationsResource.CustomJobsResource.ListRequest

Lists CustomJobs in a Location.

ProjectsResource.LocationsResource.CustomJobsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.CustomJobsResource.OperationsResource.CancelRequest

Starts asynchronous cancellation on a long-running operation. The server makes a best effort to cancel the operation, but success is not guaranteed. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED. Clients can use Operations.GetOperation or other methods to check whether the cancellation succeeded or whether the operation completed despite cancellation. On successful cancellation, the operation is not deleted; instead, it becomes an operation with an Operation.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED.

ProjectsResource.LocationsResource.CustomJobsResource.OperationsResource.DeleteRequest

Deletes a long-running operation. This method indicates that the client is no longer interested in the operation result. It does not cancel the operation. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED.

ProjectsResource.LocationsResource.CustomJobsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.CustomJobsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.CustomJobsResource.OperationsResource.WaitRequest

Waits until the specified long-running operation is done or reaches at most a specified timeout, returning the latest state. If the operation is already done, the latest state is immediately returned. If the timeout specified is greater than the default HTTP/RPC timeout, the HTTP/RPC timeout is used. If the server does not support this method, it returns google.rpc.Code.UNIMPLEMENTED. Note that this method is on a best-effort basis. It may return the latest state before the specified timeout (including immediately), meaning even an immediate response is no guarantee that the operation is done.

ProjectsResource.LocationsResource.DataLabelingJobsResource

The "dataLabelingJobs" collection of methods.

ProjectsResource.LocationsResource.DataLabelingJobsResource.CancelRequest

Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

ProjectsResource.LocationsResource.DataLabelingJobsResource.CreateRequest

Creates a DataLabelingJob.

ProjectsResource.LocationsResource.DataLabelingJobsResource.DeleteRequest

Deletes a DataLabelingJob.

ProjectsResource.LocationsResource.DataLabelingJobsResource.GetRequest

Gets a DataLabelingJob.

ProjectsResource.LocationsResource.DataLabelingJobsResource.ListRequest

Lists DataLabelingJobs in a Location.

ProjectsResource.LocationsResource.DataLabelingJobsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.DataLabelingJobsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.DataLabelingJobsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.DataLabelingJobsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.DataLabelingJobsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.DataLabelingJobsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.DatasetsResource

The "datasets" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.AnnotationSpecsResource

The "annotationSpecs" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.AnnotationSpecsResource.GetRequest

Gets an AnnotationSpec.

ProjectsResource.LocationsResource.DatasetsResource.AnnotationSpecsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.AnnotationSpecsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.DatasetsResource.AnnotationSpecsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.DatasetsResource.AnnotationSpecsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.DatasetsResource.AnnotationSpecsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.DatasetsResource.AnnotationSpecsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.DatasetsResource.CreateRequest

Creates a Dataset.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource

The "dataItems" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.AnnotationsResource

The "annotations" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.AnnotationsResource.ListRequest

Lists Annotations belongs to a dataitem This RPC is only available in InternalDatasetService. It is only used for exporting conversation data to CCAI Insights.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.AnnotationsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.AnnotationsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.AnnotationsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.AnnotationsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.AnnotationsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.AnnotationsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.ListRequest

Lists DataItems in a Dataset.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.DatasetsResource.DataItemsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.DatasetsResource.DatasetVersionsResource

The "datasetVersions" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.DatasetVersionsResource.CreateRequest

Create a version from a Dataset.

ProjectsResource.LocationsResource.DatasetsResource.DatasetVersionsResource.DeleteRequest

Deletes a Dataset version.

ProjectsResource.LocationsResource.DatasetsResource.DatasetVersionsResource.GetRequest

Gets a Dataset version.

ProjectsResource.LocationsResource.DatasetsResource.DatasetVersionsResource.ListRequest

Lists DatasetVersions in a Dataset.

ProjectsResource.LocationsResource.DatasetsResource.DatasetVersionsResource.PatchRequest

Updates a DatasetVersion.

ProjectsResource.LocationsResource.DatasetsResource.DatasetVersionsResource.RestoreRequest

Restores a dataset version.

ProjectsResource.LocationsResource.DatasetsResource.DeleteRequest

Deletes a Dataset.

ProjectsResource.LocationsResource.DatasetsResource.ExportRequest

Exports data from a Dataset.

ProjectsResource.LocationsResource.DatasetsResource.GetRequest

Gets a Dataset.

ProjectsResource.LocationsResource.DatasetsResource.ImportRequest

Imports data into a Dataset.

ProjectsResource.LocationsResource.DatasetsResource.ListRequest

Lists Datasets in a Location.

ProjectsResource.LocationsResource.DatasetsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.DatasetsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.DatasetsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.DatasetsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.DatasetsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.DatasetsResource.PatchRequest

Updates a Dataset.

ProjectsResource.LocationsResource.DatasetsResource.SavedQueriesResource

The "savedQueries" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.SavedQueriesResource.DeleteRequest

Deletes a SavedQuery.

ProjectsResource.LocationsResource.DatasetsResource.SavedQueriesResource.ListRequest

Lists SavedQueries in a Dataset.

ProjectsResource.LocationsResource.DatasetsResource.SavedQueriesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.DatasetsResource.SavedQueriesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.DatasetsResource.SavedQueriesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.DatasetsResource.SavedQueriesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.DatasetsResource.SavedQueriesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.DatasetsResource.SavedQueriesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.DatasetsResource.SearchDataItemsRequest

Searches DataItems in a Dataset.

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource

The "deploymentResourcePools" collection of methods.

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.CreateRequest

Create a DeploymentResourcePool.

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.DeleteRequest

Delete a DeploymentResourcePool.

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.GetRequest

Get a DeploymentResourcePool.

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.ListRequest

List DeploymentResourcePools in a location.

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.PatchRequest

Update a DeploymentResourcePool.

ProjectsResource.LocationsResource.DeploymentResourcePoolsResource.QueryDeployedModelsRequest

List DeployedModels that have been deployed on this DeploymentResourcePool.

ProjectsResource.LocationsResource.EndpointsResource

The "endpoints" collection of methods.

ProjectsResource.LocationsResource.EndpointsResource.ChatResource

The "chat" collection of methods.

ProjectsResource.LocationsResource.EndpointsResource.ChatResource.CompletionsRequest

Exposes an OpenAI-compatible endpoint for chat completions.

ProjectsResource.LocationsResource.EndpointsResource.ComputeTokensRequest

Return a list of tokens based on the input text.

ProjectsResource.LocationsResource.EndpointsResource.CountTokensRequest

Perform a token counting.

ProjectsResource.LocationsResource.EndpointsResource.CreateRequest

Creates an Endpoint.

ProjectsResource.LocationsResource.EndpointsResource.DeleteRequest

Deletes an Endpoint.

ProjectsResource.LocationsResource.EndpointsResource.DeployModelRequest

Deploys a Model into this Endpoint, creating a DeployedModel within it.

ProjectsResource.LocationsResource.EndpointsResource.DirectPredictRequest

Perform an unary online prediction request to a gRPC model server for Vertex first-party products and frameworks.

ProjectsResource.LocationsResource.EndpointsResource.DirectRawPredictRequest

Perform an unary online prediction request to a gRPC model server for custom containers.

ProjectsResource.LocationsResource.EndpointsResource.ExplainRequest

Perform an online explanation. If deployed_model_id is specified, the corresponding DeployModel must have explanation_spec populated. If deployed_model_id is not specified, all DeployedModels must have explanation_spec populated.

ProjectsResource.LocationsResource.EndpointsResource.FetchPredictOperationRequest

Fetch an asynchronous online prediction operation.

ProjectsResource.LocationsResource.EndpointsResource.GenerateContentRequest

Generate content with multimodal inputs.

ProjectsResource.LocationsResource.EndpointsResource.GetRequest

Gets an Endpoint.

ProjectsResource.LocationsResource.EndpointsResource.ListRequest

Lists Endpoints in a Location.

ProjectsResource.LocationsResource.EndpointsResource.MutateDeployedModelRequest

Updates an existing deployed model. Updatable fields include min_replica_count, max_replica_count, autoscaling_metric_specs, disable_container_logging (v1 only), and enable_container_logging (v1beta1 only).

ProjectsResource.LocationsResource.EndpointsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.EndpointsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.EndpointsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.EndpointsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.EndpointsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.EndpointsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.EndpointsResource.PatchRequest

Updates an Endpoint.

ProjectsResource.LocationsResource.EndpointsResource.PredictLongRunningRequest

ProjectsResource.LocationsResource.EndpointsResource.PredictRequest

Perform an online prediction.

ProjectsResource.LocationsResource.EndpointsResource.RawPredictRequest

Perform an online prediction with an arbitrary HTTP payload. The response includes the following HTTP headers: * X-Vertex-AI-Endpoint-Id: ID of the Endpoint that served this prediction. * X-Vertex-AI-Deployed-Model-Id: ID of the Endpoint's DeployedModel that served this prediction.

ProjectsResource.LocationsResource.EndpointsResource.ServerStreamingPredictRequest

Perform a server-side streaming online prediction request for Vertex LLM streaming.

ProjectsResource.LocationsResource.EndpointsResource.StreamGenerateContentRequest

Generate content with multimodal inputs with streaming support.

ProjectsResource.LocationsResource.EndpointsResource.StreamRawPredictRequest

Perform a streaming online prediction with an arbitrary HTTP payload.

ProjectsResource.LocationsResource.EndpointsResource.UndeployModelRequest

Undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it's using.

ProjectsResource.LocationsResource.EndpointsResource.UpdateRequest

Updates an Endpoint with a long running operation.

ProjectsResource.LocationsResource.EvaluateInstancesRequest

Evaluates instances based on a given metric.

ProjectsResource.LocationsResource.FeatureGroupsResource

The "featureGroups" collection of methods.

ProjectsResource.LocationsResource.FeatureGroupsResource.CreateRequest

Creates a new FeatureGroup in a given project and location.

ProjectsResource.LocationsResource.FeatureGroupsResource.DeleteRequest

Deletes a single FeatureGroup.

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource

The "features" collection of methods.

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.BatchCreateRequest

Creates a batch of Features in a given FeatureGroup.

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.CreateRequest

Creates a new Feature in a given FeatureGroup.

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.DeleteRequest

Deletes a single Feature.

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.GetRequest

Gets details of a single Feature.

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.ListRequest

Lists Features in a given FeatureGroup.

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.OperationsResource.ListWaitRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.FeatureGroupsResource.FeaturesResource.PatchRequest

Updates the parameters of a single Feature.

ProjectsResource.LocationsResource.FeatureGroupsResource.GetRequest

Gets details of a single FeatureGroup.

ProjectsResource.LocationsResource.FeatureGroupsResource.ListRequest

Lists FeatureGroups in a given project and location.

ProjectsResource.LocationsResource.FeatureGroupsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.FeatureGroupsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.FeatureGroupsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.FeatureGroupsResource.OperationsResource.ListWaitRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.FeatureGroupsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.FeatureGroupsResource.PatchRequest

Updates the parameters of a single FeatureGroup.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource

The "featureOnlineStores" collection of methods.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.CreateRequest

Creates a new FeatureOnlineStore in a given project and location.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.DeleteRequest

Deletes a single FeatureOnlineStore. The FeatureOnlineStore must not contain any FeatureViews.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource

The "featureViews" collection of methods.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.CreateRequest

Creates a new FeatureView in a given FeatureOnlineStore.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.DeleteRequest

Deletes a single FeatureView.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.FeatureViewSyncsResource

The "featureViewSyncs" collection of methods.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.FeatureViewSyncsResource.GetRequest

Gets details of a single FeatureViewSync.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.FeatureViewSyncsResource.ListRequest

Lists FeatureViewSyncs in a given FeatureView.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.FetchFeatureValuesRequest

Fetch feature values under a FeatureView.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.GetIamPolicyRequest

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.GetRequest

Gets details of a single FeatureView.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.ListRequest

Lists FeatureViews in a given FeatureOnlineStore.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.OperationsResource.ListWaitRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.PatchRequest

Updates the parameters of a single FeatureView.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.SearchNearestEntitiesRequest

Search the nearest entities under a FeatureView. Search only works for indexable feature view; if a feature view isn't indexable, returns Invalid argument response.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.SetIamPolicyRequest

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.SyncRequest

Triggers on-demand sync for the FeatureView.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.FeatureViewsResource.TestIamPermissionsRequest

Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error. Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.GetIamPolicyRequest

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.GetRequest

Gets details of a single FeatureOnlineStore.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.ListRequest

Lists FeatureOnlineStores in a given project and location.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.OperationsResource.ListWaitRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.PatchRequest

Updates the parameters of a single FeatureOnlineStore.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.SetIamPolicyRequest

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

ProjectsResource.LocationsResource.FeatureOnlineStoresResource.TestIamPermissionsRequest

ProjectsResource.LocationsResource.FeaturestoresResource

The "featurestores" collection of methods.

ProjectsResource.LocationsResource.FeaturestoresResource.BatchReadFeatureValuesRequest

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.

ProjectsResource.LocationsResource.FeaturestoresResource.CreateRequest

Creates a new Featurestore in a given project and location.

ProjectsResource.LocationsResource.FeaturestoresResource.DeleteRequest

Deletes a single Featurestore. The Featurestore must not contain any EntityTypes or force must be set to true for the request to succeed.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource

The "entityTypes" collection of methods.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.CreateRequest

Creates a new EntityType in a given Featurestore.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.DeleteFeatureValuesRequest

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.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.DeleteRequest

Deletes a single EntityType. The EntityType must not have any Features or force must be set to true for the request to succeed.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.ExportFeatureValuesRequest

Exports Feature values from all the entities of a target EntityType.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource

The "features" collection of methods.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.BatchCreateRequest

Creates a batch of Features in a given EntityType.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.CreateRequest

Creates a new Feature in a given EntityType.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.DeleteRequest

Deletes a single Feature.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.GetRequest

Gets details of a single Feature.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.ListRequest

Lists Features in a given EntityType.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.FeaturesResource.PatchRequest

Updates the parameters of a single Feature.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.GetIamPolicyRequest

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.GetRequest

Gets details of a single EntityType.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.ImportFeatureValuesRequest

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.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.ListRequest

Lists EntityTypes in a given Featurestore.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.PatchRequest

Updates the parameters of a single EntityType.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.ReadFeatureValuesRequest

Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.SetIamPolicyRequest

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.StreamingReadFeatureValuesRequest

Reads Feature values for multiple entities. Depending on their size, data for different entities may be broken up across multiple responses.

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.TestIamPermissionsRequest

ProjectsResource.LocationsResource.FeaturestoresResource.EntityTypesResource.WriteFeatureValuesRequest

Writes Feature values of one or more entities of an EntityType. The Feature values are merged into existing entities if any. The Feature values to be written must have timestamp within the online storage retention.

ProjectsResource.LocationsResource.FeaturestoresResource.GetIamPolicyRequest

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

ProjectsResource.LocationsResource.FeaturestoresResource.GetRequest

Gets details of a single Featurestore.

ProjectsResource.LocationsResource.FeaturestoresResource.ListRequest

Lists Featurestores in a given project and location.

ProjectsResource.LocationsResource.FeaturestoresResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.FeaturestoresResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.FeaturestoresResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.FeaturestoresResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.FeaturestoresResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.FeaturestoresResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.FeaturestoresResource.PatchRequest

Updates the parameters of a single Featurestore.

ProjectsResource.LocationsResource.FeaturestoresResource.SearchFeaturesRequest

Searches Features matching a query in a given project.

ProjectsResource.LocationsResource.FeaturestoresResource.SetIamPolicyRequest

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

ProjectsResource.LocationsResource.FeaturestoresResource.TestIamPermissionsRequest

ProjectsResource.LocationsResource.GetRequest

Gets information about a location.

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource

The "hyperparameterTuningJobs" collection of methods.

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.CancelRequest

Cancels a HyperparameterTuningJob. Starts asynchronous cancellation on the HyperparameterTuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetHyperparameterTuningJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the HyperparameterTuningJob is not deleted; instead it becomes a job with a HyperparameterTuningJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and HyperparameterTuningJob.state is set to CANCELLED.

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.CreateRequest

Creates a HyperparameterTuningJob

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.DeleteRequest

Deletes a HyperparameterTuningJob.

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.GetRequest

Gets a HyperparameterTuningJob

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.ListRequest

Lists HyperparameterTuningJobs in a Location.

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.HyperparameterTuningJobsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.IndexEndpointsResource

The "indexEndpoints" collection of methods.

ProjectsResource.LocationsResource.IndexEndpointsResource.CreateRequest

Creates an IndexEndpoint.

ProjectsResource.LocationsResource.IndexEndpointsResource.DeleteRequest

Deletes an IndexEndpoint.

ProjectsResource.LocationsResource.IndexEndpointsResource.DeployIndexRequest

Deploys an Index into this IndexEndpoint, creating a DeployedIndex within it. Only non-empty Indexes can be deployed.

ProjectsResource.LocationsResource.IndexEndpointsResource.FindNeighborsRequest

Finds the nearest neighbors of each vector within the request.

ProjectsResource.LocationsResource.IndexEndpointsResource.GetRequest

Gets an IndexEndpoint.

ProjectsResource.LocationsResource.IndexEndpointsResource.ListRequest

Lists IndexEndpoints in a Location.

ProjectsResource.LocationsResource.IndexEndpointsResource.MutateDeployedIndexRequest

Update an existing DeployedIndex under an IndexEndpoint.

ProjectsResource.LocationsResource.IndexEndpointsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.IndexEndpointsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.IndexEndpointsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.IndexEndpointsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.IndexEndpointsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.IndexEndpointsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.IndexEndpointsResource.PatchRequest

Updates an IndexEndpoint.

ProjectsResource.LocationsResource.IndexEndpointsResource.ReadIndexDatapointsRequest

Reads the datapoints/vectors of the given IDs. A maximum of 1000 datapoints can be retrieved in a batch.

ProjectsResource.LocationsResource.IndexEndpointsResource.UndeployIndexRequest

Undeploys an Index from an IndexEndpoint, removing a DeployedIndex from it, and freeing all resources it's using.

ProjectsResource.LocationsResource.IndexesResource

The "indexes" collection of methods.

ProjectsResource.LocationsResource.IndexesResource.CreateRequest

Creates an Index.

ProjectsResource.LocationsResource.IndexesResource.DeleteRequest

Deletes an Index. An Index can only be deleted when all its DeployedIndexes had been undeployed.

ProjectsResource.LocationsResource.IndexesResource.GetRequest

Gets an Index.

ProjectsResource.LocationsResource.IndexesResource.ListRequest

Lists Indexes in a Location.

ProjectsResource.LocationsResource.IndexesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.IndexesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.IndexesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.IndexesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.IndexesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.IndexesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.IndexesResource.PatchRequest

Updates an Index.

ProjectsResource.LocationsResource.IndexesResource.RemoveDatapointsRequest

Remove Datapoints from an Index.

ProjectsResource.LocationsResource.IndexesResource.UpsertDatapointsRequest

Add/update Datapoints into an Index.

ProjectsResource.LocationsResource.ListRequest

Lists information about the supported locations for this service.

ProjectsResource.LocationsResource.MetadataStoresResource

The "metadataStores" collection of methods.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource

The "artifacts" collection of methods.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.CreateRequest

Creates an Artifact associated with a MetadataStore.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.DeleteRequest

Deletes an Artifact.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.GetRequest

Retrieves a specific Artifact.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.ListRequest

Lists Artifacts in the MetadataStore.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.PatchRequest

Updates a stored Artifact.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.PurgeRequest

Purges Artifacts.

ProjectsResource.LocationsResource.MetadataStoresResource.ArtifactsResource.QueryArtifactLineageSubgraphRequest

Retrieves lineage of an Artifact represented through Artifacts and Executions connected by Event edges and returned as a LineageSubgraph.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource

The "contexts" collection of methods.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.AddContextArtifactsAndExecutionsRequest

Adds a set of Artifacts and Executions to a Context. If any of the Artifacts or Executions have already been added to a Context, they are simply skipped.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.AddContextChildrenRequest

Adds a set of Contexts as children to a parent Context. If any of the child Contexts have already been added to the parent Context, they are simply skipped. If this call would create a cycle or cause any Context to have more than 10 parents, the request will fail with an INVALID_ARGUMENT error.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.CreateRequest

Creates a Context associated with a MetadataStore.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.DeleteRequest

Deletes a stored Context.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.GetRequest

Retrieves a specific Context.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.ListRequest

Lists Contexts on the MetadataStore.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.PatchRequest

Updates a stored Context.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.PurgeRequest

Purges Contexts.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.QueryContextLineageSubgraphRequest

Retrieves Artifacts and Executions within the specified Context, connected by Event edges and returned as a LineageSubgraph.

ProjectsResource.LocationsResource.MetadataStoresResource.ContextsResource.RemoveContextChildrenRequest

Remove a set of children contexts from a parent Context. If any of the child Contexts were NOT added to the parent Context, they are simply skipped.

ProjectsResource.LocationsResource.MetadataStoresResource.CreateRequest

Initializes a MetadataStore, including allocation of resources.

ProjectsResource.LocationsResource.MetadataStoresResource.DeleteRequest

Deletes a single MetadataStore and all its child resources (Artifacts, Executions, and Contexts).

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource

The "executions" collection of methods.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.AddExecutionEventsRequest

Adds Events to the specified Execution. An Event indicates whether an Artifact was used as an input or output for an Execution. If an Event already exists between the Execution and the Artifact, the Event is skipped.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.CreateRequest

Creates an Execution associated with a MetadataStore.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.DeleteRequest

Deletes an Execution.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.GetRequest

Retrieves a specific Execution.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.ListRequest

Lists Executions in the MetadataStore.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.PatchRequest

Updates a stored Execution.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.PurgeRequest

Purges Executions.

ProjectsResource.LocationsResource.MetadataStoresResource.ExecutionsResource.QueryExecutionInputsAndOutputsRequest

Obtains the set of input and output Artifacts for this Execution, in the form of LineageSubgraph that also contains the Execution and connecting Events.

ProjectsResource.LocationsResource.MetadataStoresResource.GetRequest

Retrieves a specific MetadataStore.

ProjectsResource.LocationsResource.MetadataStoresResource.ListRequest

Lists MetadataStores for a Location.

ProjectsResource.LocationsResource.MetadataStoresResource.MetadataSchemasResource

The "metadataSchemas" collection of methods.

ProjectsResource.LocationsResource.MetadataStoresResource.MetadataSchemasResource.CreateRequest

Creates a MetadataSchema.

ProjectsResource.LocationsResource.MetadataStoresResource.MetadataSchemasResource.GetRequest

Retrieves a specific MetadataSchema.

ProjectsResource.LocationsResource.MetadataStoresResource.MetadataSchemasResource.ListRequest

Lists MetadataSchemas.

ProjectsResource.LocationsResource.MetadataStoresResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.MetadataStoresResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.MetadataStoresResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.MetadataStoresResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.MetadataStoresResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.MetadataStoresResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.MigratableResourcesResource

The "migratableResources" collection of methods.

ProjectsResource.LocationsResource.MigratableResourcesResource.BatchMigrateRequest

Batch migrates resources from ml.googleapis.com, automl.googleapis.com, and datalabeling.googleapis.com to Vertex AI.

ProjectsResource.LocationsResource.MigratableResourcesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.MigratableResourcesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.MigratableResourcesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.MigratableResourcesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.MigratableResourcesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.MigratableResourcesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.MigratableResourcesResource.SearchRequest

Searches all of the resources in automl.googleapis.com, datalabeling.googleapis.com and ml.googleapis.com that can be migrated to Vertex AI's given location.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource

The "modelDeploymentMonitoringJobs" collection of methods.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.CreateRequest

Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.DeleteRequest

Deletes a ModelDeploymentMonitoringJob.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.GetRequest

Gets a ModelDeploymentMonitoringJob.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.ListRequest

Lists ModelDeploymentMonitoringJobs in a Location.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.PatchRequest

Updates a ModelDeploymentMonitoringJob.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.PauseRequest

Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark ModelDeploymentMonitoringJob.state to 'PAUSED'.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.ResumeRequest

Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.

ProjectsResource.LocationsResource.ModelDeploymentMonitoringJobsResource.SearchModelDeploymentMonitoringStatsAnomaliesRequest

Searches Model Monitoring Statistics generated within a given time window.

ProjectsResource.LocationsResource.ModelsResource

The "models" collection of methods.

ProjectsResource.LocationsResource.ModelsResource.CopyRequest

Copies an already existing Vertex AI Model into the specified Location. The source Model must exist in the same Project. When copying custom Models, the users themselves are responsible for Model.metadata content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.

ProjectsResource.LocationsResource.ModelsResource.DeleteRequest

Deletes a Model. A model cannot be deleted if any Endpoint resource has a DeployedModel based on the model in its deployed_models field.

ProjectsResource.LocationsResource.ModelsResource.DeleteVersionRequest

Deletes a Model version. Model version can only be deleted if there are no DeployedModels created from it. Deleting the only version in the Model is not allowed. Use DeleteModel for deleting the Model instead.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource

The "evaluations" collection of methods.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.GetRequest

Gets a ModelEvaluation.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.ImportRequest

Imports an externally generated ModelEvaluation.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.ListRequest

Lists ModelEvaluations in a Model.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.SlicesResource

The "slices" collection of methods.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.SlicesResource.BatchImportRequest

Imports a list of externally generated EvaluatedAnnotations.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.SlicesResource.GetRequest

Gets a ModelEvaluationSlice.

ProjectsResource.LocationsResource.ModelsResource.EvaluationsResource.SlicesResource.ListRequest

Lists ModelEvaluationSlices in a ModelEvaluation.

ProjectsResource.LocationsResource.ModelsResource.ExportRequest

Exports a trained, exportable Model to a location specified by the user. A Model is considered to be exportable if it has at least one supported export format.

ProjectsResource.LocationsResource.ModelsResource.GetIamPolicyRequest

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

ProjectsResource.LocationsResource.ModelsResource.GetRequest

Gets a Model.

ProjectsResource.LocationsResource.ModelsResource.ListRequest

Lists Models in a Location.

ProjectsResource.LocationsResource.ModelsResource.ListVersionsRequest

Lists versions of the specified model.

ProjectsResource.LocationsResource.ModelsResource.MergeVersionAliasesRequest

Merges a set of aliases for a Model version.

ProjectsResource.LocationsResource.ModelsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.ModelsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.ModelsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.ModelsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.ModelsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.ModelsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.ModelsResource.PatchRequest

Updates a Model.

ProjectsResource.LocationsResource.ModelsResource.SetIamPolicyRequest

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

ProjectsResource.LocationsResource.ModelsResource.TestIamPermissionsRequest

ProjectsResource.LocationsResource.ModelsResource.UpdateExplanationDatasetRequest

Incrementally update the dataset used for an examples model.

ProjectsResource.LocationsResource.ModelsResource.UploadRequest

Uploads a Model artifact into Vertex AI.

ProjectsResource.LocationsResource.NasJobsResource

The "nasJobs" collection of methods.

ProjectsResource.LocationsResource.NasJobsResource.CancelRequest

Cancels a NasJob. Starts asynchronous cancellation on the NasJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetNasJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the NasJob is not deleted; instead it becomes a job with a NasJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and NasJob.state is set to CANCELLED.

ProjectsResource.LocationsResource.NasJobsResource.CreateRequest

Creates a NasJob

ProjectsResource.LocationsResource.NasJobsResource.DeleteRequest

Deletes a NasJob.

ProjectsResource.LocationsResource.NasJobsResource.GetRequest

Gets a NasJob

ProjectsResource.LocationsResource.NasJobsResource.ListRequest

Lists NasJobs in a Location.

ProjectsResource.LocationsResource.NasJobsResource.NasTrialDetailsResource

The "nasTrialDetails" collection of methods.

ProjectsResource.LocationsResource.NasJobsResource.NasTrialDetailsResource.GetRequest

Gets a NasTrialDetail.

ProjectsResource.LocationsResource.NasJobsResource.NasTrialDetailsResource.ListRequest

List top NasTrialDetails of a NasJob.

ProjectsResource.LocationsResource.NotebookExecutionJobsResource

The "notebookExecutionJobs" collection of methods.

ProjectsResource.LocationsResource.NotebookExecutionJobsResource.CreateRequest

Creates a NotebookExecutionJob.

ProjectsResource.LocationsResource.NotebookExecutionJobsResource.DeleteRequest

Deletes a NotebookExecutionJob.

ProjectsResource.LocationsResource.NotebookExecutionJobsResource.GetRequest

Gets a NotebookExecutionJob.

ProjectsResource.LocationsResource.NotebookExecutionJobsResource.ListRequest

Lists NotebookExecutionJobs in a Location.

ProjectsResource.LocationsResource.NotebookExecutionJobsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.NotebookExecutionJobsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.NotebookExecutionJobsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.NotebookExecutionJobsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.NotebookExecutionJobsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.NotebookExecutionJobsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource

The "notebookRuntimeTemplates" collection of methods.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.CreateRequest

Creates a NotebookRuntimeTemplate.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.DeleteRequest

Deletes a NotebookRuntimeTemplate.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.GetIamPolicyRequest

Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.GetRequest

Gets a NotebookRuntimeTemplate.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.ListRequest

Lists NotebookRuntimeTemplates in a Location.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.PatchRequest

Updates a NotebookRuntimeTemplate.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.SetIamPolicyRequest

Sets the access control policy on the specified resource. Replaces any existing policy. Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

ProjectsResource.LocationsResource.NotebookRuntimeTemplatesResource.TestIamPermissionsRequest

ProjectsResource.LocationsResource.NotebookRuntimesResource

The "notebookRuntimes" collection of methods.

ProjectsResource.LocationsResource.NotebookRuntimesResource.AssignRequest

Assigns a NotebookRuntime to a user for a particular Notebook file. This method will either returns an existing assignment or generates a new one.

ProjectsResource.LocationsResource.NotebookRuntimesResource.DeleteRequest

Deletes a NotebookRuntime.

ProjectsResource.LocationsResource.NotebookRuntimesResource.GetRequest

Gets a NotebookRuntime.

ProjectsResource.LocationsResource.NotebookRuntimesResource.ListRequest

Lists NotebookRuntimes in a Location.

ProjectsResource.LocationsResource.NotebookRuntimesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.NotebookRuntimesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.NotebookRuntimesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.NotebookRuntimesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.NotebookRuntimesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.NotebookRuntimesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.NotebookRuntimesResource.StartRequest

Starts a NotebookRuntime.

ProjectsResource.LocationsResource.NotebookRuntimesResource.StopRequest

Stops a NotebookRuntime.

ProjectsResource.LocationsResource.NotebookRuntimesResource.UpgradeRequest

Upgrades a NotebookRuntime.

ProjectsResource.LocationsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.PersistentResourcesResource

The "persistentResources" collection of methods.

ProjectsResource.LocationsResource.PersistentResourcesResource.CreateRequest

Creates a PersistentResource.

ProjectsResource.LocationsResource.PersistentResourcesResource.DeleteRequest

Deletes a PersistentResource.

ProjectsResource.LocationsResource.PersistentResourcesResource.GetRequest

Gets a PersistentResource.

ProjectsResource.LocationsResource.PersistentResourcesResource.ListRequest

Lists PersistentResources in a Location.

ProjectsResource.LocationsResource.PersistentResourcesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.PersistentResourcesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.PersistentResourcesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.PersistentResourcesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.PersistentResourcesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.PersistentResourcesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.PersistentResourcesResource.PatchRequest

Updates a PersistentResource.

ProjectsResource.LocationsResource.PersistentResourcesResource.RebootRequest

Reboots a PersistentResource.

ProjectsResource.LocationsResource.PipelineJobsResource

The "pipelineJobs" collection of methods.

ProjectsResource.LocationsResource.PipelineJobsResource.BatchCancelRequest

Batch cancel PipelineJobs. Firstly the server will check if all the jobs are in non-terminal states, and skip the jobs that are already terminated. If the operation failed, none of the pipeline jobs are cancelled. The server will poll the states of all the pipeline jobs periodically to check the cancellation status. This operation will return an LRO.

ProjectsResource.LocationsResource.PipelineJobsResource.BatchDeleteRequest

Batch deletes PipelineJobs The Operation is atomic. If it fails, none of the PipelineJobs are deleted. If it succeeds, all of the PipelineJobs are deleted.

ProjectsResource.LocationsResource.PipelineJobsResource.CancelRequest

Cancels a PipelineJob. Starts asynchronous cancellation on the PipelineJob. The server makes a best effort to cancel the pipeline, but success is not guaranteed. Clients can use PipelineService.GetPipelineJob or other methods to check whether the cancellation succeeded or whether the pipeline completed despite cancellation. On successful cancellation, the PipelineJob is not deleted; instead it becomes a pipeline with a PipelineJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and PipelineJob.state is set to CANCELLED.

ProjectsResource.LocationsResource.PipelineJobsResource.CreateRequest

Creates a PipelineJob. A PipelineJob will run immediately when created.

ProjectsResource.LocationsResource.PipelineJobsResource.DeleteRequest

Deletes a PipelineJob.

ProjectsResource.LocationsResource.PipelineJobsResource.GetRequest

Gets a PipelineJob.

ProjectsResource.LocationsResource.PipelineJobsResource.ListRequest

Lists PipelineJobs in a Location.

ProjectsResource.LocationsResource.PipelineJobsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.PipelineJobsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.PipelineJobsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.PipelineJobsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.PipelineJobsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.PipelineJobsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.PublishersResource

The "publishers" collection of methods.

ProjectsResource.LocationsResource.PublishersResource.ModelsResource

The "models" collection of methods.

ProjectsResource.LocationsResource.PublishersResource.ModelsResource.ComputeTokensRequest

Return a list of tokens based on the input text.

ProjectsResource.LocationsResource.PublishersResource.ModelsResource.CountTokensRequest

Perform a token counting.

ProjectsResource.LocationsResource.PublishersResource.ModelsResource.FetchPredictOperationRequest

Fetch an asynchronous online prediction operation.

ProjectsResource.LocationsResource.PublishersResource.ModelsResource.GenerateContentRequest

Generate content with multimodal inputs.

ProjectsResource.LocationsResource.PublishersResource.ModelsResource.PredictLongRunningRequest

ProjectsResource.LocationsResource.PublishersResource.ModelsResource.PredictRequest

Perform an online prediction.

ProjectsResource.LocationsResource.PublishersResource.ModelsResource.RawPredictRequest

ProjectsResource.LocationsResource.PublishersResource.ModelsResource.ServerStreamingPredictRequest

Perform a server-side streaming online prediction request for Vertex LLM streaming.

ProjectsResource.LocationsResource.PublishersResource.ModelsResource.StreamGenerateContentRequest

Generate content with multimodal inputs with streaming support.

ProjectsResource.LocationsResource.PublishersResource.ModelsResource.StreamRawPredictRequest

Perform a streaming online prediction with an arbitrary HTTP payload.

ProjectsResource.LocationsResource.ReasoningEnginesResource

The "reasoningEngines" collection of methods.

ProjectsResource.LocationsResource.ReasoningEnginesResource.CreateRequest

Creates a reasoning engine.

ProjectsResource.LocationsResource.ReasoningEnginesResource.DeleteRequest

Deletes a reasoning engine.

ProjectsResource.LocationsResource.ReasoningEnginesResource.GetRequest

Gets a reasoning engine.

ProjectsResource.LocationsResource.ReasoningEnginesResource.ListRequest

Lists reasoning engines in a location.

ProjectsResource.LocationsResource.ReasoningEnginesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.ReasoningEnginesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.ReasoningEnginesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.ReasoningEnginesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.ReasoningEnginesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.ReasoningEnginesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.ReasoningEnginesResource.PatchRequest

Updates a reasoning engine.

ProjectsResource.LocationsResource.SchedulesResource

The "schedules" collection of methods.

ProjectsResource.LocationsResource.SchedulesResource.CreateRequest

Creates a Schedule.

ProjectsResource.LocationsResource.SchedulesResource.DeleteRequest

Deletes a Schedule.

ProjectsResource.LocationsResource.SchedulesResource.GetRequest

Gets a Schedule.

ProjectsResource.LocationsResource.SchedulesResource.ListRequest

Lists Schedules in a Location.

ProjectsResource.LocationsResource.SchedulesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.SchedulesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.SchedulesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.SchedulesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.SchedulesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.SchedulesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.SchedulesResource.PatchRequest

Updates an active or paused Schedule. When the Schedule is updated, new runs will be scheduled starting from the updated next execution time after the update time based on the time_specification in the updated Schedule. All unstarted runs before the update time will be skipped while already created runs will NOT be paused or canceled.

ProjectsResource.LocationsResource.SchedulesResource.PauseRequest

Pauses a Schedule. Will mark Schedule.state to 'PAUSED'. If the schedule is paused, no new runs will be created. Already created runs will NOT be paused or canceled.

ProjectsResource.LocationsResource.SchedulesResource.ResumeRequest

Resumes a paused Schedule to start scheduling new runs. Will mark Schedule.state to 'ACTIVE'. Only paused Schedule can be resumed. When the Schedule is resumed, new runs will be scheduled starting from the next execution time after the current time based on the time_specification in the Schedule. If Schedule.catch_up is set up true, all missed runs will be scheduled for backfill first.

ProjectsResource.LocationsResource.SpecialistPoolsResource

The "specialistPools" collection of methods.

ProjectsResource.LocationsResource.SpecialistPoolsResource.CreateRequest

Creates a SpecialistPool.

ProjectsResource.LocationsResource.SpecialistPoolsResource.DeleteRequest

Deletes a SpecialistPool as well as all Specialists in the pool.

ProjectsResource.LocationsResource.SpecialistPoolsResource.GetRequest

Gets a SpecialistPool.

ProjectsResource.LocationsResource.SpecialistPoolsResource.ListRequest

Lists SpecialistPools in a Location.

ProjectsResource.LocationsResource.SpecialistPoolsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.SpecialistPoolsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.SpecialistPoolsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.SpecialistPoolsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.SpecialistPoolsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.SpecialistPoolsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.SpecialistPoolsResource.PatchRequest

Updates a SpecialistPool.

ProjectsResource.LocationsResource.StudiesResource

The "studies" collection of methods.

ProjectsResource.LocationsResource.StudiesResource.CreateRequest

Creates a Study. A resource name will be generated after creation of the Study.

ProjectsResource.LocationsResource.StudiesResource.DeleteRequest

Deletes a Study.

ProjectsResource.LocationsResource.StudiesResource.GetRequest

Gets a Study by name.

ProjectsResource.LocationsResource.StudiesResource.ListRequest

Lists all the studies in a region for an associated project.

ProjectsResource.LocationsResource.StudiesResource.LookupRequest

Looks a study up using the user-defined display_name field instead of the fully qualified resource name.

ProjectsResource.LocationsResource.StudiesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.StudiesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.StudiesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.StudiesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.StudiesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.StudiesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.StudiesResource.TrialsResource

The "trials" collection of methods.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.AddTrialMeasurementRequest

Adds a measurement of the objective metrics to a Trial. This measurement is assumed to have been taken before the Trial is complete.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.CheckTrialEarlyStoppingStateRequest

Checks whether a Trial should stop or not. Returns a long-running operation. When the operation is successful, it will contain a CheckTrialEarlyStoppingStateResponse.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.CompleteRequest

Marks a Trial as complete.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.CreateRequest

Adds a user provided Trial to a Study.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.DeleteRequest

Deletes a Trial.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.GetRequest

Gets a Trial.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.ListOptimalTrialsRequest

Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for single-objective Study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.ListRequest

Lists the Trials associated with a Study.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.StopRequest

Stops a Trial.

ProjectsResource.LocationsResource.StudiesResource.TrialsResource.SuggestRequest

Adds one or more Trials to a Study, with parameter values suggested by Vertex AI Vizier. Returns a long-running operation associated with the generation of Trial suggestions. When this long-running operation succeeds, it will contain a SuggestTrialsResponse.

ProjectsResource.LocationsResource.TensorboardsResource

The "tensorboards" collection of methods.

ProjectsResource.LocationsResource.TensorboardsResource.BatchReadRequest

Reads multiple TensorboardTimeSeries' data. The data point number limit is 1000 for scalars, 100 for tensors and blob references. If the number of data points stored is less than the limit, all data is returned. Otherwise, the number limit of data points is randomly selected from this time series and returned.

ProjectsResource.LocationsResource.TensorboardsResource.CreateRequest

Creates a Tensorboard.

ProjectsResource.LocationsResource.TensorboardsResource.DeleteRequest

Deletes a Tensorboard.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource

The "experiments" collection of methods.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.BatchCreateRequest

Batch create TensorboardTimeSeries that belong to a TensorboardExperiment.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.CreateRequest

Creates a TensorboardExperiment.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.DeleteRequest

Deletes a TensorboardExperiment.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.GetRequest

Gets a TensorboardExperiment.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.ListRequest

Lists TensorboardExperiments in a Location.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.PatchRequest

Updates a TensorboardExperiment.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource

The "runs" collection of methods.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.BatchCreateRequest

Batch create TensorboardRuns.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.CreateRequest

Creates a TensorboardRun.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.DeleteRequest

Deletes a TensorboardRun.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.GetRequest

Gets a TensorboardRun.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.ListRequest

Lists TensorboardRuns in a Location.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.PatchRequest

Updates a TensorboardRun.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource

The "timeSeries" collection of methods.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.CreateRequest

Creates a TensorboardTimeSeries.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.DeleteRequest

Deletes a TensorboardTimeSeries.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.ExportTensorboardTimeSeriesRequest

Exports a TensorboardTimeSeries' data. Data is returned in paginated responses.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.GetRequest

Gets a TensorboardTimeSeries.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.ListRequest

Lists TensorboardTimeSeries in a Location.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.PatchRequest

Updates a TensorboardTimeSeries.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.ReadBlobDataRequest

Gets bytes of TensorboardBlobs. This is to allow reading blob data stored in consumer project's Cloud Storage bucket without users having to obtain Cloud Storage access permission.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.TimeSeriesResource.ReadRequest

Reads a TensorboardTimeSeries' data. By default, if the number of data points stored is less than 1000, all data is returned. Otherwise, 1000 data points is randomly selected from this time series and returned. This value can be changed by changing max_data_points, which can't be greater than 10k.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.RunsResource.WriteRequest

Write time series data points into multiple TensorboardTimeSeries under a TensorboardRun. If any data fail to be ingested, an error is returned.

ProjectsResource.LocationsResource.TensorboardsResource.ExperimentsResource.WriteRequest

Write time series data points of multiple TensorboardTimeSeries in multiple TensorboardRun's. If any data fail to be ingested, an error is returned.

ProjectsResource.LocationsResource.TensorboardsResource.GetRequest

Gets a Tensorboard.

ProjectsResource.LocationsResource.TensorboardsResource.ListRequest

Lists Tensorboards in a Location.

ProjectsResource.LocationsResource.TensorboardsResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.TensorboardsResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.TensorboardsResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.TensorboardsResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.TensorboardsResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.TensorboardsResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.TensorboardsResource.PatchRequest

Updates a Tensorboard.

ProjectsResource.LocationsResource.TensorboardsResource.ReadSizeRequest

Returns the storage size for a given TensorBoard instance.

ProjectsResource.LocationsResource.TensorboardsResource.ReadUsageRequest

Returns a list of monthly active users for a given TensorBoard instance.

ProjectsResource.LocationsResource.TrainingPipelinesResource

The "trainingPipelines" collection of methods.

ProjectsResource.LocationsResource.TrainingPipelinesResource.CancelRequest

Cancels a TrainingPipeline. Starts asynchronous cancellation on the TrainingPipeline. The server makes a best effort to cancel the pipeline, but success is not guaranteed. Clients can use PipelineService.GetTrainingPipeline or other methods to check whether the cancellation succeeded or whether the pipeline completed despite cancellation. On successful cancellation, the TrainingPipeline is not deleted; instead it becomes a pipeline with a TrainingPipeline.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and TrainingPipeline.state is set to CANCELLED.

ProjectsResource.LocationsResource.TrainingPipelinesResource.CreateRequest

Creates a TrainingPipeline. A created TrainingPipeline right away will be attempted to be run.

ProjectsResource.LocationsResource.TrainingPipelinesResource.DeleteRequest

Deletes a TrainingPipeline.

ProjectsResource.LocationsResource.TrainingPipelinesResource.GetRequest

Gets a TrainingPipeline.

ProjectsResource.LocationsResource.TrainingPipelinesResource.ListRequest

Lists TrainingPipelines in a Location.

ProjectsResource.LocationsResource.TrainingPipelinesResource.OperationsResource

The "operations" collection of methods.

ProjectsResource.LocationsResource.TrainingPipelinesResource.OperationsResource.CancelRequest

ProjectsResource.LocationsResource.TrainingPipelinesResource.OperationsResource.DeleteRequest

ProjectsResource.LocationsResource.TrainingPipelinesResource.OperationsResource.GetRequest

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

ProjectsResource.LocationsResource.TrainingPipelinesResource.OperationsResource.ListRequest

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED.

ProjectsResource.LocationsResource.TrainingPipelinesResource.OperationsResource.WaitRequest

ProjectsResource.LocationsResource.TuningJobsResource

The "tuningJobs" collection of methods.

ProjectsResource.LocationsResource.TuningJobsResource.CancelRequest

Cancels a TuningJob. Starts asynchronous cancellation on the TuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use GenAiTuningService.GetTuningJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the TuningJob is not deleted; instead it becomes a job with a TuningJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and TuningJob.state is set to CANCELLED.