Vertex AI IAM permissions

batchPredictionJobs

Cancel a batchPredictionJob

aiplatform.batchPredictionJobs.cancel (permission needed on the name resource)

batchPredictionJobs

Create a batchPredictionJob

aiplatform.batchPredictionJobs.create (permission needed on the parent resource)

batchPredictionJobs

Delete a batchPredictionJob ^†

^† Starts a long-running operation

aiplatform.batchPredictionJobs.delete (permission needed on the name resource)

Other permissions:

aiplatform.batchPredictionJobs.get (to call GET on the long-running operation returned)
aiplatform.batchPredictionJobs.get (to call DELETE on the long-running operation returned)
aiplatform.batchPredictionJobs.get (to call WAIT on the long-running operation returned)
aiplatform.batchPredictionJobs.delete (to call CANCEL on the long-running operation returned)

batchPredictionJobs

Get a batchPredictionJob

aiplatform.batchPredictionJobs.get (permission needed on the name resource)

batchPredictionJobs

List a batchPredictionJob

aiplatform.batchPredictionJobs.list (permission needed on the parent resource)

customJobs

Cancel a customJob

aiplatform.customJobs.cancel (permission needed on the name resource)

customJobs

Create a customJob

aiplatform.customJobs.create (permission needed on the parent resource)

customJobs

Delete a customJob ^†

^† Starts a long-running operation

aiplatform.customJobs.delete (permission needed on the name resource)

Other permissions:

aiplatform.customJobs.get (to call GET on the long-running operation returned)
aiplatform.customJobs.get (to call DELETE on the long-running operation returned)
aiplatform.customJobs.get (to call WAIT on the long-running operation returned)
aiplatform.customJobs.delete (to call CANCEL on the long-running operation returned)

customJobs

Get a customJob

aiplatform.customJobs.get (permission needed on the name resource)

customJobs

List a customJob

aiplatform.customJobs.list (permission needed on the parent resource)

datasets

Create a dataset ^†

^† Starts a long-running operation

aiplatform.datasets.create (permission needed on the parent resource)

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.update (to call CANCEL on the long-running operation returned)

datasets

Delete a dataset ^†

^† Starts a long-running operation

aiplatform.datasets.delete (permission needed on the name resource)

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.delete (to call CANCEL on the long-running operation returned)

datasets

Export a dataset ^†

^† Starts a long-running operation

aiplatform.datasets.export (permission needed on the name resource)

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.export (to call CANCEL on the long-running operation returned)

datasets

Get a dataset

aiplatform.datasets.get (permission needed on the name resource)

datasets

Import a dataset ^†

^† Starts a long-running operation

aiplatform.datasets.import (permission needed on the name resource)

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.import (to call CANCEL on the long-running operation returned)

datasets

List a dataset

aiplatform.datasets.list (permission needed on the parent resource)

datasets

Update a dataset

aiplatform.datasets.update (permission needed on the name resource)

datasets.annotationSpecs

Get a dataset's annotationSpecs

aiplatform.annotationSpecs.get (permission needed on the name resource)

datasets.dataItems

List a dataset's dataItems

aiplatform.dataItems.list (permission needed on the parent resource)

datasets.dataItems.annotations

List a dataset.dataItems.annotations

aiplatform.annotations.list (permission needed on the parent resource)

datasets.savedQueries

Lists SavedQueries in a Dataset.

aiplatform.datasets.get (permission needed on the parent resource)

endpoints

Create an endpoint ^†

^† Starts a long-running operation

aiplatform.endpoints.create (permission needed on the parent resource)

Other permissions:

aiplatform.endpoints.get (to call GET on the long-running operation returned)
aiplatform.endpoints.update (to call DELETE on the long-running operation returned)
aiplatform.endpoints.get (to call WAIT on the long-running operation returned)
aiplatform.endpoints.update (to call CANCEL on the long-running operation returned)

endpoints

Delete an endpoint ^†

^† Starts a long-running operation

aiplatform.endpoints.delete (permission needed on the name resource)

Other permissions:

aiplatform.endpoints.get (to call GET on the long-running operation returned)
aiplatform.endpoints.update (to call DELETE on the long-running operation returned)
aiplatform.endpoints.get (to call WAIT on the long-running operation returned)
aiplatform.endpoints.delete (to call CANCEL on the long-running operation returned)

endpoints

Deploy model to an endpoint ^†

^† Starts a long-running operation

aiplatform.endpoints.deploy (permission needed on the endpoint resource)

Other permissions:

aiplatform.endpoints.get (to call GET on the long-running operation returned)
aiplatform.endpoints.update (to call DELETE on the long-running operation returned)
aiplatform.endpoints.get (to call WAIT on the long-running operation returned)
aiplatform.endpoints.deploy (to call CANCEL on the long-running operation returned)

endpoints

Explain an endpoint

aiplatform.endpoints.explain (permission needed on the endpoint resource)

endpoints

Get an endpoint

aiplatform.endpoints.get (permission needed on the name resource)

endpoints

List an endpoint

aiplatform.endpoints.list (permission needed on the parent resource)

endpoints

Update an endpoint

aiplatform.endpoints.update (permission needed on the name resource)

endpoints

Predict an endpoint

aiplatform.endpoints.predict (permission needed on the endpoint resource)

endpoints

Perform an online prediction with an arbitrary HTTP payload.

aiplatform.endpoints.predict (permission needed on the endpoint resource)

endpoints

Undeploy a model to an endpoint ^†

^† Starts a long-running operation

aiplatform.endpoints.undeploy (permission needed on the endpoint resource)

Other permissions:

aiplatform.endpoints.get (to call GET on the long-running operation returned)
aiplatform.endpoints.update (to call DELETE on the long-running operation returned)
aiplatform.endpoints.get (to call WAIT on the long-running operation returned)
aiplatform.endpoints.undeploy (to call CANCEL on the long-running operation returned)

featurestores

Batch reads Feature values from a Featurestore. ^†

^† Starts a long-running operation

aiplatform.featurestores.batchReadFeatureValues (permission needed on the featurestore resource)

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)
aiplatform.featurestores.update (to call DELETE on the long-running operation returned)
aiplatform.featurestores.get (to call WAIT on the long-running operation returned)
aiplatform.featurestores.batchReadFeatureValues (to call CANCEL on the long-running operation returned)

featurestores

Creates a new Featurestore in a given project and location. ^†

^† Starts a long-running operation

aiplatform.featurestores.create (permission needed on the parent resource)

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)
aiplatform.featurestores.update (to call DELETE on the long-running operation returned)
aiplatform.featurestores.get (to call WAIT on the long-running operation returned)
aiplatform.featurestores.update (to call CANCEL on the long-running operation returned)

featurestores

Deletes a single Featurestore. ^†

^† Starts a long-running operation

aiplatform.featurestores.delete (permission needed on the name resource)

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)
aiplatform.featurestores.update (to call DELETE on the long-running operation returned)

featurestores

Gets details of a single Featurestore.

aiplatform.featurestores.get (permission needed on the name resource)

featurestores

Lists Featurestores in a given project and location.

aiplatform.featurestores.list (permission needed on the parent resource)

featurestores

Updates the parameters of a single Featurestore. ^†

^† Starts a long-running operation

aiplatform.featurestores.update (permission needed on the name resource)

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)
aiplatform.featurestores.update (to call DELETE on the long-running operation returned)

featurestores

Searches Features matching a query in a given project.

aiplatform.features.list (permission needed on the location resource)

featurestores.entityTypes

Creates a new EntityType in a given Featurestore. ^†

^† Starts a long-running operation

aiplatform.entityTypes.create (permission needed on the parent resource)

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)
aiplatform.featurestores.update (to call DELETE on the long-running operation returned)
aiplatform.featurestores.get (to call WAIT on the long-running operation returned)
aiplatform.featurestores.update (to call CANCEL on the long-running operation returned)

featurestores.entityTypes

Deletes a single EntityType. ^†

^† Starts a long-running operation

aiplatform.entityTypes.delete (permission needed on the name resource)

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)
aiplatform.featurestores.update (to call DELETE on the long-running operation returned)
aiplatform.featurestores.get (to call WAIT on the long-running operation returned)
aiplatform.featurestores.update (to call CANCEL on the long-running operation returned)

featurestores.entityTypes

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

^† Starts a long-running operation

aiplatform.entityTypes.exportFeatureValues (permission needed on the entityType resource)

Other permissions:

aiplatform.entityTypes.get (to call GET on the long-running operation returned)
aiplatform.entityTypes.update (to call DELETE on the long-running operation returned)
aiplatform.entityTypes.get (to call WAIT on the long-running operation returned)
aiplatform.entityTypes.exportFeatureValues (to call CANCEL on the long-running operation returned)

featurestores.entityTypes

Gets details of a single EntityType.

aiplatform.entityTypes.get (permission needed on the name resource)

featurestores.entityTypes

Imports Feature values into the Featurestore from a source storage. ^†

^† Starts a long-running operation

aiplatform.entityTypes.importFeatureValues (permission needed on the entityType resource)

Other permissions:

aiplatform.entityTypes.get (to call GET on the long-running operation returned)
aiplatform.entityTypes.update (to call DELETE on the long-running operation returned)
aiplatform.entityTypes.get (to call WAIT on the long-running operation returned)
aiplatform.entityTypes.importFeatureValues (to call CANCEL on the long-running operation returned)

featurestores.entityTypes

Lists EntityTypes in a given Featurestore.

aiplatform.entityTypes.list (permission needed on the parent resource)

featurestores.entityTypes

Updates the parameters of a single EntityType.

aiplatform.entityTypes.update (permission needed on the name resource)

featurestores.entityTypes

Reads Feature values of a specific entity of an EntityType.

aiplatform.entityTypes.readFeatureValues (permission needed on the entityType resource)

featurestores.entityTypes

Reads Feature values for multiple entities.

aiplatform.entityTypes.streamingReadFeatureValues (permission needed on the entityType resource)

featurestores.entityTypes.features

Creates a batch of Features in a given EntityType. ^†

^† Starts a long-running operation

aiplatform.features.create (permission needed on the parent resource)

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)
aiplatform.featurestores.update (to call DELETE on the long-running operation returned)
aiplatform.featurestores.get (to call WAIT on the long-running operation returned)
aiplatform.featurestores.update (to call CANCEL on the long-running operation returned)

featurestores.entityTypes.features

Creates a new Feature in a given EntityType. ^†

^† Starts a long-running operation

aiplatform.features.create (permission needed on the parent resource)

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)
aiplatform.featurestores.update (to call DELETE on the long-running operation returned)
aiplatform.featurestores.get (to call WAIT on the long-running operation returned)
aiplatform.featurestores.update (to call CANCEL on the long-running operation returned)

featurestores.entityTypes.features

Deletes a single Feature. ^†

^† Starts a long-running operation

aiplatform.features.delete (permission needed on the name resource)

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)
aiplatform.featurestores.update (to call DELETE on the long-running operation returned)
aiplatform.featurestores.get (to call WAIT on the long-running operation returned)
aiplatform.featurestores.update (to call CANCEL on the long-running operation returned)

featurestores.entityTypes.features

Gets details of a single Feature.

aiplatform.features.get (permission needed on the name resource)

featurestores.entityTypes.features

Lists Features in a given EntityType.

aiplatform.features.list (permission needed on the parent resource)

featurestores.entityTypes.features

Updates the paramters of a single Feature

aiplatform.features.update (permission needed on the name resource)

hyperparameterTuningJobs

Cancel a hyperparameterTuningJob

aiplatform.hyperparameterTuningJobs.cancel (permission needed on the name resource)

hyperparameterTuningJobs

Create a hyperparameterTuningJob

aiplatform.hyperparameterTuningJobs.create (permission needed on the parent resource)

hyperparameterTuningJobs

Delete a hyperparameterTuningJob

aiplatform.hyperparameterTuningJobs.delete (permission needed on the name resource)

hyperparameterTuningJobs

Get a hyperparameterTuningJob

aiplatform.hyperparameterTuningJobs.get (permission needed on the name resource)

hyperparameterTuningJobs

List a hyperparameterTuningJob

aiplatform.hyperparameterTuningJobs.list (permission needed on the parent resource)

indexEndpoints

Creates an IndexEndpoint. ^†

^† Starts a long-running operation

aiplatform.indexEndpoints.create (permission needed on the parent resource)

Other permissions:

aiplatform.indexEndpoints.get (to call GET on the long-running operation returned)
aiplatform.indexEndpoints.update (to call DELETE on the long-running operation returned)
aiplatform.indexEndpoints.get (to call WAIT on the long-running operation returned)
aiplatform.indexEndpoints.update (to call CANCEL on the long-running operation returned)

indexEndpoints

Deletes an IndexEndpoint. ^†

^† Starts a long-running operation

aiplatform.indexEndpoints.delete (permission needed on the name resource)

Other permissions:

aiplatform.indexEndpoints.get (to call GET on the long-running operation returned)
aiplatform.indexEndpoints.update (to call DELETE on the long-running operation returned)
aiplatform.indexEndpoints.get (to call WAIT on the long-running operation returned)
aiplatform.indexEndpoints.update (to call CANCEL on the long-running operation returned)

indexEndpoints

Deploys an Index into this IndexEndpoint, creating a DeployedIndex within it. ^†

^† Starts a long-running operation

aiplatform.indexEndpoints.deploy (permission needed on the indexEndpoint resource)

Other permissions:

aiplatform.indexEndpoints.get (to call GET on the long-running operation returned)
aiplatform.indexEndpoints.update (to call DELETE on the long-running operation returned)
aiplatform.indexEndpoints.get (to call WAIT on the long-running operation returned)
aiplatform.indexEndpoints.update (to call CANCEL on the long-running operation returned)

indexEndpoints

Gets an IndexEndpoint.

aiplatform.indexEndpoints.get (permission needed on the name resource)

indexEndpoints

Lists IndexEndpoints in a Location.

aiplatform.indexEndpoints.list (permission needed on the parent resource)

indexEndpoints

Update an existing DeployedIndex under an IndexEndpoint. ^†

^† Starts a long-running operation

aiplatform.indexEndpoints.deploy (permission needed on the indexEndpoint resource)

Other permissions:

aiplatform.indexEndpoints.get (to call GET on the long-running operation returned)
aiplatform.indexEndpoints.update (to call DELETE on the long-running operation returned)
aiplatform.indexEndpoints.get (to call WAIT on the long-running operation returned)
aiplatform.indexEndpoints.update (to call CANCEL on the long-running operation returned)

indexEndpoints

Updates an IndexEndpoint.

aiplatform.indexEndpoints.update (permission needed on the name resource)

indexEndpoints

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

^† Starts a long-running operation

aiplatform.indexEndpoints.undeploy (permission needed on the indexEndpoint resource)

Other permissions:

aiplatform.indexEndpoints.get (to call GET on the long-running operation returned)
aiplatform.indexEndpoints.update (to call DELETE on the long-running operation returned)
aiplatform.indexEndpoints.get (to call WAIT on the long-running operation returned)
aiplatform.indexEndpoints.update (to call CANCEL on the long-running operation returned)

indexes

Creates an Index. ^†

^† Starts a long-running operation

aiplatform.indexes.create (permission needed on the parent resource)

Other permissions:

aiplatform.indexes.get (to call GET on the long-running operation returned)
aiplatform.indexes.update (to call DELETE on the long-running operation returned)
aiplatform.indexes.get (to call WAIT on the long-running operation returned)
aiplatform.indexes.update (to call CANCEL on the long-running operation returned)

indexes

Deletes an Index. ^†

^† Starts a long-running operation

aiplatform.indexes.delete (permission needed on the name resource)

Other permissions:

aiplatform.indexes.get (to call GET on the long-running operation returned)
aiplatform.indexes.update (to call DELETE on the long-running operation returned)
aiplatform.indexes.get (to call WAIT on the long-running operation returned)
aiplatform.indexes.update (to call CANCEL on the long-running operation returned)

indexes

Gets an Index.

aiplatform.indexes.get (permission needed on the name resource)

indexes

Lists Indexes in a Location.

aiplatform.indexes.list (permission needed on the parent resource)

indexes

Updates an Index. ^†

^† Starts a long-running operation

aiplatform.indexes.update (permission needed on the name resource)

Other permissions:

aiplatform.indexes.get (to call GET on the long-running operation returned)
aiplatform.indexes.update (to call DELETE on the long-running operation returned)
aiplatform.indexes.get (to call WAIT on the long-running operation returned)
aiplatform.indexes.update (to call CANCEL on the long-running operation returned)

metadataStores

Initializes a MetadataStore, including allocation of resources. ^†

^† Starts a long-running operation

aiplatform.metadataStores.create (permission needed on the parent resource)

Other permissions:

aiplatform.locations.get (to call GET on the long-running operation returned)
aiplatform.locations.get (to call DELETE on the long-running operation returned)
aiplatform.locations.get (to call WAIT on the long-running operation returned)
aiplatform.locations.get (to call CANCEL on the long-running operation returned)

metadataStores

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

^† Starts a long-running operation

aiplatform.metadataStores.delete (permission needed on the name resource)

Other permissions:

aiplatform.locations.get (to call GET on the long-running operation returned)
aiplatform.locations.get (to call DELETE on the long-running operation returned)
aiplatform.locations.get (to call WAIT on the long-running operation returned)
aiplatform.locations.get (to call CANCEL on the long-running operation returned)

metadataStores

Retrieves a specific MetadataStore.

aiplatform.metadataStores.get (permission needed on the name resource)

metadataStores

Lists MetadataStores for a Location.

aiplatform.metadataStores.list (permission needed on the parent resource)

metadataStores.artifacts

Creates an Artifact associated with a MetadataStore.

aiplatform.artifacts.create (permission needed on the parent resource)

metadataStores.artifacts

Deletes an Artifact. ^†

^† Starts a long-running operation

aiplatform.artifacts.delete (permission needed on the name resource)

Other permissions:

aiplatform.artifacts.get (to call GET on the long-running operation returned)
aiplatform.artifacts.delete (to call DELETE on the long-running operation returned)
aiplatform.artifacts.get (to call WAIT on the long-running operation returned)
aiplatform.artifacts.delete (to call CANCEL on the long-running operation returned)

metadataStores.artifacts

Retrieves a specific Artifact.

aiplatform.artifacts.get (permission needed on the name resource)

metadataStores.artifacts

Lists Artifacts in the MetadataStore.

aiplatform.artifacts.list (permission needed on the parent resource)

metadataStores.artifacts

Updates a stored Artifact.

aiplatform.artifacts.update (permission needed on the name resource)

metadataStores.artifacts

Purges Artifacts. ^†

^† Starts a long-running operation

aiplatform.artifacts.delete (permission needed on the parent resource)

Other permissions:

aiplatform.artifacts.get (to call GET on the long-running operation returned)
aiplatform.artifacts.delete (to call DELETE on the long-running operation returned)
aiplatform.artifacts.get (to call WAIT on the long-running operation returned)
aiplatform.artifacts.delete (to call CANCEL on the long-running operation returned)

metadataStores.artifacts

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

aiplatform.artifacts.get (permission needed on the artifact resource)

metadataStores.contexts

Adds a set of Artifacts and Executions to a Context.

aiplatform.contexts.addContextArtifactsAndExecutions (permission needed on the context resource)

metadataStores.contexts

Adds a set of Contexts as children to a parent Context.

aiplatform.contexts.addContextChildren (permission needed on the context resource)

metadataStores.contexts

Creates a Context associated with a MetadataStore.

aiplatform.contexts.create (permission needed on the parent resource)

metadataStores.contexts

Deletes a stored Context. ^†

^† Starts a long-running operation

aiplatform.contexts.delete (permission needed on the name resource)

Other permissions:

aiplatform.contexts.get (to call GET on the long-running operation returned)
aiplatform.contexts.delete (to call DELETE on the long-running operation returned)
aiplatform.contexts.get (to call WAIT on the long-running operation returned)
aiplatform.contexts.delete (to call CANCEL on the long-running operation returned)

metadataStores.contexts

Retrieves a specific Context.

aiplatform.contexts.get (permission needed on the name resource)

metadataStores.contexts

Lists Contexts on the MetadataStore.

aiplatform.contexts.list (permission needed on the parent resource)

metadataStores.contexts

Updates a stored Context.

aiplatform.contexts.update (permission needed on the name resource)

metadataStores.contexts

Purges Contexts. ^†

^† Starts a long-running operation

aiplatform.contexts.delete (permission needed on the parent resource)

Other permissions:

aiplatform.contexts.get (to call GET on the long-running operation returned)
aiplatform.contexts.delete (to call DELETE on the long-running operation returned)
aiplatform.contexts.get (to call WAIT on the long-running operation returned)
aiplatform.contexts.delete (to call CANCEL on the long-running operation returned)

metadataStores.contexts

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

aiplatform.contexts.queryContextLineageSubgraph (permission needed on the context resource)

metadataStores.executions

Adds Events to the specified Execution.

aiplatform.executions.addExecutionEvents (permission needed on the execution resource)

metadataStores.executions

Creates an Execution associated with a MetadataStore.

aiplatform.executions.create (permission needed on the parent resource)

metadataStores.executions

Deletes an Execution. ^†

^† Starts a long-running operation

aiplatform.executions.delete (permission needed on the name resource)

Other permissions:

aiplatform.executions.get (to call GET on the long-running operation returned)
aiplatform.executions.delete (to call DELETE on the long-running operation returned)
aiplatform.executions.get (to call WAIT on the long-running operation returned)
aiplatform.executions.delete (to call CANCEL on the long-running operation returned)

metadataStores.executions

Retrieves a specific Execution.

aiplatform.executions.get (permission needed on the name resource)

metadataStores.executions

Lists Executions in the MetadataStore.

aiplatform.executions.list (permission needed on the parent resource)

metadataStores.executions

Updates a stored Execution.

aiplatform.executions.update (permission needed on the name resource)

metadataStores.executions

Purges Executions. ^†

^† Starts a long-running operation

aiplatform.executions.delete (permission needed on the parent resource)

Other permissions:

aiplatform.executions.get (to call GET on the long-running operation returned)
aiplatform.executions.delete (to call DELETE on the long-running operation returned)
aiplatform.executions.get (to call WAIT on the long-running operation returned)
aiplatform.executions.delete (to call CANCEL on the long-running operation returned)

metadataStores.executions

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

aiplatform.executions.queryExecutionInputsAndOutputs (permission needed on the execution resource)

metadataStores.metadataSchemas

Creates a MetadataSchema.

aiplatform.metadataSchemas.create (permission needed on the parent resource)

metadataStores.metadataSchemas

Retrieves a specific MetadataSchema.

aiplatform.metadataSchemas.get (permission needed on the name resource)

metadataStores.metadataSchemas

Lists MetadataSchemas.

aiplatform.metadataSchemas.list (permission needed on the parent resource)

migratableResources

Batchmigrate a migratableResource

aiplatform.migratableResources.migrate (permission needed on the parent resource)

migratableResources

Search a migratableResource

aiplatform.migratableResources.search (permission needed on the parent resource)

modelDeploymentMonitoringJobs

Creates a ModelDeploymentMonitoringJob.

aiplatform.modelDeploymentMonitoringJobs.create (permission needed on the parent resource)

modelDeploymentMonitoringJobs

Deletes a ModelDeploymentMonitoringJob. ^†

^† Starts a long-running operation

aiplatform.modelDeploymentMonitoringJobs.delete (permission needed on the name resource)

Other permissions:

aiplatform.indexes.get (to call GET on the long-running operation returned)
aiplatform.indexes.update (to call DELETE on the long-running operation returned)
aiplatform.indexes.get (to call WAIT on the long-running operation returned)
aiplatform.indexes.update (to call CANCEL on the long-running operation returned)

modelDeploymentMonitoringJobs

Gets a ModelDeploymentMonitoringJob.

aiplatform.modelDeploymentMonitoringJobs.get (permission needed on the name resource)

modelDeploymentMonitoringJobs

Lists ModelDeploymentMonitoringJobs in a Location.

aiplatform.modelDeploymentMonitoringJobs.list (permission needed on the parent resource)

modelDeploymentMonitoringJobs

Updates a ModelDeploymentMonitoringJob. ^†

^† Starts a long-running operation

aiplatform.modelDeploymentMonitoringJobs.update (permission needed on the name resource)

Other permissions:

aiplatform.modelDeploymentMonitoringJobs.get (to call GET on the long-running operation returned)
aiplatform.modelDeploymentMonitoringJobs.update (to call DELETE on the long-running operation returned)

modelDeploymentMonitoringJobs

Pauses a ModelDeploymentMonitoringJob.

aiplatform.modelDeploymentMonitoringJobs.pause (permission needed on the name resource)

modelDeploymentMonitoringJobs

Resumes a paused ModelDeploymentMonitoringJob.

aiplatform.modelDeploymentMonitoringJobs.resume (permission needed on the name resource)

modelDeploymentMonitoringJobs

Searches Model Monitoring Statistics generated within a given time window.

aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies (permission needed on the modelDeploymentMonitoringJob resource)

models

Delete a model ^†

^† Starts a long-running operation

aiplatform.models.delete (permission needed on the name resource)

Other permissions:

aiplatform.models.get (to call GET on the long-running operation returned)
aiplatform.models.get (to call DELETE on the long-running operation returned)
aiplatform.models.get (to call WAIT on the long-running operation returned)
aiplatform.models.delete (to call CANCEL on the long-running operation returned)

models

Export a model ^†

^† Starts a long-running operation

aiplatform.models.export (permission needed on the name resource)

Other permissions:

aiplatform.models.get (to call GET on the long-running operation returned)
aiplatform.models.get (to call DELETE on the long-running operation returned)
aiplatform.models.get (to call WAIT on the long-running operation returned)
aiplatform.models.export (to call CANCEL on the long-running operation returned)

models

Get a model

aiplatform.models.get (permission needed on the name resource)

models

List a model

aiplatform.models.list (permission needed on the parent resource)

models

Update a model

aiplatform.models.update (permission needed on the name resource)

models

Upload a model ^†

^† Starts a long-running operation

aiplatform.models.upload (permission needed on the parent resource)

Other permissions:

aiplatform.models.get (to call GET on the long-running operation returned)
aiplatform.models.get (to call DELETE on the long-running operation returned)
aiplatform.models.get (to call WAIT on the long-running operation returned)
aiplatform.models.update (to call CANCEL on the long-running operation returned)

models.evaluations

Get a model evaluation

aiplatform.modelEvaluations.get (permission needed on the name resource)

models.evaluations

List a model evaluation

aiplatform.modelEvaluations.list (permission needed on the parent resource)

models.evaluations.slices

Get a model evaluations slice

aiplatform.modelEvaluationSlices.get (permission needed on the name resource)

models.evaluations.slices

List a model evaluations slice

aiplatform.modelEvaluationSlices.list (permission needed on the parent resource)

pipelineJobs

Cancel a pipelineJob

aiplatform.pipelineJobs.cancel (permission needed on the name resource)

pipelineJobs

Create a pipelineJob

aiplatform.pipelineJobs.create (permission needed on the parent resource)

pipelineJobs

Delete a pipelineJob ^†

^† Starts a long-running operation

aiplatform.pipelineJobs.delete (permission needed on the name resource)

Other permissions:

aiplatform.pipelinejobs.get (to call GET on the long-running operation returned)
aiplatform.pipelinejobs.get (to call DELETE on the long-running operation returned)

pipelineJobs

Get a pipelineJob

aiplatform.pipelineJobs.get (permission needed on the name resource)

pipelineJobs

List a pipelineJob

aiplatform.pipelineJobs.list (permission needed on the parent resource)

specialistPools

Create a specialistPool ^†

^† Starts a long-running operation

aiplatform.specialistPools.create (permission needed on the parent resource)

Other permissions:

aiplatform.specialistPools.get (to call GET on the long-running operation returned)
aiplatform.specialistPools.update (to call DELETE on the long-running operation returned)
aiplatform.specialistPools.get (to call WAIT on the long-running operation returned)
aiplatform.specialistPools.update (to call CANCEL on the long-running operation returned)

specialistPools

Delete a specialistPool ^†

^† Starts a long-running operation

aiplatform.specialistPools.delete (permission needed on the name resource)

Other permissions:

aiplatform.specialistPools.get (to call GET on the long-running operation returned)
aiplatform.specialistPools.update (to call DELETE on the long-running operation returned)
aiplatform.specialistPools.get (to call WAIT on the long-running operation returned)
aiplatform.specialistPools.delete (to call CANCEL on the long-running operation returned)

specialistPools

Get a specialistPool

aiplatform.specialistPools.get (permission needed on the name resource)

specialistPools

List a specialistPool

aiplatform.specialistPools.list (permission needed on the parent resource)

specialistPools

Update a specialistPool ^†

^† Starts a long-running operation

aiplatform.specialistPools.update (permission needed on the name resource)

Other permissions:

aiplatform.specialistPools.get (to call GET on the long-running operation returned)
aiplatform.specialistPools.update (to call DELETE on the long-running operation returned)
aiplatform.specialistPools.get (to call WAIT on the long-running operation returned)
aiplatform.specialistPools.update (to call CANCEL on the long-running operation returned)

studies

Creates a Study.

aiplatform.studies.create (permission needed on the parent resource)

studies

Deletes a Study.

aiplatform.studies.delete (permission needed on the name resource)

studies

Gets a Study by name.

aiplatform.studies.get (permission needed on the name resource)

studies

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

aiplatform.studies.list (permission needed on the parent resource)

studies

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

aiplatform.studies.list (permission needed on the parent resource)

studies.trials

Adds a measurement of the objective metrics to a Trial.

aiplatform.trials.update (permission needed on the trialName resource)

studies.trials

Checks whether a Trial should stop or not. ^†

^† Starts a long-running operation

aiplatform.trials.get (permission needed on the trialName resource)

Other permissions:

aiplatform.trials.get (to call GET on the long-running operation returned)
aiplatform.trials.update (to call DELETE on the long-running operation returned)
aiplatform.trials.get (to call WAIT on the long-running operation returned)
aiplatform.trials.update (to call CANCEL on the long-running operation returned)

studies.trials

Marks a Trial as complete.

aiplatform.trials.update (permission needed on the name resource)

studies.trials

Adds a user provided Trial to a Study.

aiplatform.trials.create (permission needed on the parent resource)

studies.trials

Deletes a Trial.

aiplatform.trials.delete (permission needed on the name resource)

studies.trials

Gets a Trial.

aiplatform.trials.get (permission needed on the name resource)

studies.trials

Lists the Trials associated with a Study.

aiplatform.trials.list (permission needed on the parent resource)

studies.trials

Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for single-objective Study.

aiplatform.trials.list (permission needed on the parent resource)

studies.trials

Stops a Trial.

aiplatform.trials.update (permission needed on the name resource)

studies.trials

Adds one or more Trials to a Study, with parameter values suggested by Vertex AI Vizier. ^†

^† Starts a long-running operation

aiplatform.trials.create (permission needed on the parent resource)

Other permissions:

aiplatform.studies.get (to call GET on the long-running operation returned)
aiplatform.studies.update (to call DELETE on the long-running operation returned)
aiplatform.studies.get (to call WAIT on the long-running operation returned)
aiplatform.studies.update (to call CANCEL on the long-running operation returned)

tensorboards

Creates a Tensorboard. ^†

^† Starts a long-running operation

aiplatform.tensorboards.create (permission needed on the parent resource)

Other permissions:

aiplatform.locations.get (to call GET on the long-running operation returned)
aiplatform.locations.get (to call DELETE on the long-running operation returned)
aiplatform.locations.get (to call WAIT on the long-running operation returned)
aiplatform.locations.get (to call CANCEL on the long-running operation returned)

tensorboards

Deletes a Tensorboard. ^†

^† Starts a long-running operation

aiplatform.tensorboards.delete (permission needed on the name resource)

Other permissions:

aiplatform.tensorboardRuns.get (to call GET on the long-running operation returned)
aiplatform.tensorboardRuns.update (to call DELETE on the long-running operation returned)
aiplatform.tensorboardRuns.get (to call WAIT on the long-running operation returned)
aiplatform.tensorboardRuns.delete (to call CANCEL on the long-running operation returned)

tensorboards

Gets a Tensorboard.

aiplatform.tensorboards.get (permission needed on the name resource)

tensorboards

Lists Tensorboards in a Location.

aiplatform.tensorboards.list (permission needed on the parent resource)

tensorboards

Updates a Tensorboard. ^†

^† Starts a long-running operation

aiplatform.tensorboards.update (permission needed on the name resource)

Other permissions:

aiplatform.tensorboards.get (to call GET on the long-running operation returned)
aiplatform.tensorboards.update (to call DELETE on the long-running operation returned)
aiplatform.tensorboards.get (to call WAIT on the long-running operation returned)
aiplatform.tensorboards.update (to call CANCEL on the long-running operation returned)

tensorboards.experiments

Creates a TensorboardExperiment.

aiplatform.tensorboardExperiments.create (permission needed on the parent resource)

tensorboards.experiments

Deletes a TensorboardExperiment. ^†

^† Starts a long-running operation

aiplatform.tensorboardExperiments.delete (permission needed on the name resource)

Other permissions:

aiplatform.tensorboardExperiments.get (to call GET on the long-running operation returned)
aiplatform.tensorboardExperiments.update (to call DELETE on the long-running operation returned)
aiplatform.tensorboardExperiments.get (to call WAIT on the long-running operation returned)
aiplatform.tensorboardExperiments.delete (to call CANCEL on the long-running operation returned)

tensorboards.experiments

Gets a TensorboardExperiment.

aiplatform.tensorboardExperiments.get (permission needed on the name resource)

tensorboards.experiments

Lists TensorboardExperiments in a Location

aiplatform.tensorboardExperiments.list (permission needed on the parent resource)

tensorboards.experiments

Updates a TensorboardExperiment.

aiplatform.tensorboardExperiments.update (permission needed on the name resource)

tensorboards.experiments

Write time series data points of multiple TensorboardTimeSeries in multiple TensorboardRun's.

aiplatform.tensorboardExperiments.write (permission needed on the tensorboardExperiment resource)

tensorboards.experiments.runs

Batch create TensorboardRuns.

aiplatform.tensorboardRuns.batchCreate (permission needed on the parent resource)

tensorboards.experiments.runs

Creates a TensorboardRun.

aiplatform.tensorboardRuns.create (permission needed on the parent resource)

tensorboards.experiments.runs

Deletes a TensorboardRun. ^†

^† Starts a long-running operation

aiplatform.tensorboardRuns.delete (permission needed on the name resource)

Other permissions:

aiplatform.tensorboardRuns.get (to call GET on the long-running operation returned)
aiplatform.tensorboardRuns.update (to call DELETE on the long-running operation returned)
aiplatform.tensorboardRuns.get (to call WAIT on the long-running operation returned)
aiplatform.tensorboardRuns.delete (to call CANCEL on the long-running operation returned)

tensorboards.experiments.runs

Gets a TensorboardRun.

aiplatform.tensorboardRuns.get (permission needed on the name resource)

tensorboards.experiments.runs

Lists TensorboardRuns in a Location.

aiplatform.tensorboardRuns.list (permission needed on the parent resource)

tensorboards.experiments.runs

Updates a TensorboardRun.

aiplatform.tensorboardRuns.update (permission needed on the name resource)

tensorboards.experiments.runs

Write time series data points into multiple TensorboardTimeSeries under a TensorboardRun.

aiplatform.tensorboardRuns.write (permission needed on the tensorboardRun resource)

tensorboards.experiments.runs.timeSeries

Batch create TensorboardTimeSeries that belong to a TensorboardExperiment.

aiplatform.tensorboardTimeSeries.batchCreate (permission needed on the parent resource)

tensorboards.experiments.runs.timeSeries

Reads multiple TensorboardTimeSeries' data.

aiplatform.tensorboardTimeSeries.batchRead (permission needed on the tensorboard resource)

tensorboards.experiments.runs.timeSeries

Creates a TensorboardTimeSeries.

aiplatform.tensorboardTimeSeries.create (permission needed on the parent resource)

tensorboards.experiments.runs.timeSeries

Deletes a TensorboardTimeSeries. ^†

^† Starts a long-running operation

aiplatform.tensorboardTimeSeries.delete (permission needed on the name resource)

Other permissions:

aiplatform.tensorboardRuns.get (to call GET on the long-running operation returned)
aiplatform.tensorboardRuns.update (to call DELETE on the long-running operation returned)

tensorboards.experiments.runs.timeSeries

Exports a TensorboardTimeSeries' data.

aiplatform.tensorboardTimeSeries.read (permission needed on the tensorboardTimeSeries resource)

tensorboards.experiments.runs.timeSeries

Gets a TensorboardTimeSeries.

aiplatform.tensorboardTimeSeries.get (permission needed on the name resource)

tensorboards.experiments.runs.timeSeries

Lists TensorboardTimeSeries in a Location.

aiplatform.tensorboardTimeSeries.list (permission needed on the parent resource)

tensorboards.experiments.runs.timeSeries

Updates a TensorboardTimeSeries.

aiplatform.tensorboardTimeSeries.update (permission needed on the name resource)

tensorboards.experiments.runs.timeSeries

Reads a TensorboardTimeSeries' data.

aiplatform.tensorboardTimeSeries.read (permission needed on the tensorboardTimeSeries resource)

tensorboards.experiments.runs.timeSeries

Gets bytes of TensorboardBlobs.

aiplatform.tensorboardTimeSeries.read (permission needed on the timeSeries resource)

trainingPipelines

Cancel a trainingPipeline

aiplatform.trainingPipelines.cancel (permission needed on the name resource)

trainingPipelines

Create a trainingPipeline

aiplatform.trainingPipelines.create (permission needed on the parent resource)

trainingPipelines

Delete a trainingPipeline ^†

^† Starts a long-running operation

aiplatform.trainingPipelines.delete (permission needed on the name resource)

Other permissions:

aiplatform.trainingPipelines.get (to call GET on the long-running operation returned)
aiplatform.trainingPipelines.get (to call DELETE on the long-running operation returned)
aiplatform.trainingPipelines.get (to call WAIT on the long-running operation returned)
aiplatform.trainingPipelines.delete (to call CANCEL on the long-running operation returned)

trainingPipelines

Get a trainingPipeline

aiplatform.trainingPipelines.get (permission needed on the name resource)

trainingPipelines

List a trainingPipeline

aiplatform.trainingPipelines.list (permission needed on the parent resource)

N/A

Generic delete operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.locations.get (to call GET on the long-running operation returned)
aiplatform.locations.get (to call DELETE on the long-running operation returned)
aiplatform.locations.get (to call WAIT on the long-running operation returned)
aiplatform.locations.get (to call CANCEL on the long-running operation returned)

datasets

Delete data item operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.update (to call CANCEL on the long-running operation returned)

featurestores

Import features operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)
aiplatform.featurestores.update (to call DELETE on the long-running operation returned)
aiplatform.featurestores.get (to call WAIT on the long-running operation returned)
aiplatform.featurestores.importFeatures (to call CANCEL on the long-running operation returned)

datasets

Delete annotation operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.update (to call CANCEL on the long-running operation returned)

datasets

Batch delete DataItems operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.update (to call CANCEL on the long-running operation returned)

datasets

Generate stats operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.update (to call CANCEL on the long-running operation returned)

datasets

Delete AnnotationSpec operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.update (to call CANCEL on the long-running operation returned)

hyperparameterTuningJobs

Delete HP tuning job ^†

^† Starts a long-running operation

Other permissions:

aiplatform.hyperparameterTuningJobs.get (to call GET on the long-running operation returned)
aiplatform.hyperparameterTuningJobs.get (to call DELETE on the long-running operation returned)
aiplatform.hyperparameterTuningJobs.get (to call WAIT on the long-running operation returned)
aiplatform.hyperparameterTuningJobs.delete (to call CANCEL on the long-running operation returned)

nasJobs

Delete NAS job ^†

^† Starts a long-running operation

Other permissions:

aiplatform.nasJobs.get (to call GET on the long-running operation returned)
aiplatform.nasJobs.get (to call DELETE on the long-running operation returned)
aiplatform.nasJobs.get (to call WAIT on the long-running operation returned)
aiplatform.nasJobs.delete (to call CANCEL on the long-running operation returned)

N/A

Create HumanInTheLoop operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.locations.get (to call GET on the long-running operation returned)
aiplatform.locations.get (to call DELETE on the long-running operation returned)
aiplatform.locations.get (to call WAIT on the long-running operation returned)
aiplatform.locations.get (to call CANCEL on the long-running operation returned)

featurestores

Export features operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.featurestores.get (to call GET on the long-running operation returned)

N/A

Delete HumanInTheLoop operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.locations.get (to call GET on the long-running operation returned)
aiplatform.locations.get (to call DELETE on the long-running operation returned)

N/A

Send HumanInTheLoop entry operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.locations.get (to call GET on the long-running operation returned)
aiplatform.locations.get (to call DELETE on the long-running operation returned)
aiplatform.humanInTheLoops.send (to call CANCEL on the long-running operation returned)

datasets

Calculate data item label stats ^†

^† Starts a long-running operation

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.update (to call CANCEL on the long-running operation returned)

N/A

Migrate resources operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.locations.get (to call GET on the long-running operation returned)
aiplatform.locations.get (to call DELETE on the long-running operation returned)

datasets

Create DataItem operation ^†

^† Starts a long-running operation

Other permissions:

aiplatform.datasets.get (to call GET on the long-running operation returned)
aiplatform.datasets.update (to call DELETE on the long-running operation returned)
aiplatform.datasets.get (to call WAIT on the long-running operation returned)
aiplatform.datasets.update (to call CANCEL on the long-running operation returned)

N/A

^†

^† Starts a long-running operation

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