Access control with IAM

This page describes how to use Identity and Access Management (IAM) to manage access to Colab Enterprise resources. To manage access for other Gemini Enterprise Agent Platform resources, see Agent Platform access control with IAM.

Control access to notebooks with IAM

You can manage access to Colab Enterprise notebooks (IPYNB files) at the project level or per notebook.

  • To grant access to notebooks at the project level, assign one or more roles to a principal (user, group, or service account).
  • To grant access to a specific notebook, assign one or more roles to a principal on the notebook. To learn more, see Manage access to a notebook.

Running code that interacts with other Google Cloud services

Granting access to a notebook is limited to the specific permissions related to interacting with the notebook. For example, you can grant the ability to create a notebook, write code in it, or delete the notebook.

To run code that interacts with other Google Cloud services, you must use one of the following methods:

  • Run code in a runtime with end-user credentials enabled. This means your notebook has the same access to Google Cloud services as your notebook user.

  • Run code that authenticates and authorizes your notebook to interact with Google Cloud services.

To learn more, see Run code that interacts with Google Cloud.

Types of IAM roles

There are different types of IAM roles that can be used in Colab Enterprise:

  • Predefined roles let you grant a set of related permissions to your Colab Enterprise resources at the project level.

  • Basic roles (Owner, Editor, and Viewer) provide access control to your Colab Enterprise resources at the project level, and are common to all Google Cloud services.

  • Custom roles enable you to choose a specific set of permissions, create your own role with those permissions, and grant the role to users in your organization.

To add, update, or remove these roles in your Colab Enterprise project, see the documentation on managing access to projects, folders, and organizations.

Predefined roles for Colab Enterprise

Colab Enterprise is a part of Agent Platform, and Colab Enterprise resources are managed through the Agent Platform API. Therefore, you can grant principals access to Colab Enterprise resources through Agent Platform roles.

The following table includes all Agent Platform predefined roles.

Role Permissions

(roles/aiplatform.admin)

Grants full access to all resources in Agent Platform.

aiplatform.*

  • aiplatform.agentAnomalyDetectionScopes.create
  • aiplatform.agentAnomalyDetectionScopes.delete
  • aiplatform.agentAnomalyDetectionScopes.get
  • aiplatform.agentAnomalyDetectionScopes.list
  • aiplatform.agentExamples.create
  • aiplatform.agentExamples.delete
  • aiplatform.agentExamples.get
  • aiplatform.agentExamples.list
  • aiplatform.agentExamples.update
  • aiplatform.agents.create
  • aiplatform.agents.delete
  • aiplatform.agents.get
  • aiplatform.agents.list
  • aiplatform.agents.update
  • aiplatform.analyzedInvocations.get
  • aiplatform.analyzedInvocations.list
  • aiplatform.analyzedSessions.aggregate
  • aiplatform.analyzedSessions.get
  • aiplatform.analyzedSessions.list
  • aiplatform.annotationSpecs.create
  • aiplatform.annotationSpecs.delete
  • aiplatform.annotationSpecs.get
  • aiplatform.annotationSpecs.list
  • aiplatform.annotationSpecs.update
  • aiplatform.annotations.create
  • aiplatform.annotations.delete
  • aiplatform.annotations.get
  • aiplatform.annotations.list
  • aiplatform.annotations.update
  • aiplatform.apps.create
  • aiplatform.apps.delete
  • aiplatform.apps.get
  • aiplatform.apps.list
  • aiplatform.apps.update
  • aiplatform.artifacts.create
  • aiplatform.artifacts.delete
  • aiplatform.artifacts.get
  • aiplatform.artifacts.list
  • aiplatform.artifacts.update
  • aiplatform.batchPredictionJobs.cancel
  • aiplatform.batchPredictionJobs.create
  • aiplatform.batchPredictionJobs.delete
  • aiplatform.batchPredictionJobs.get
  • aiplatform.batchPredictionJobs.list
  • aiplatform.cacheConfigs.get
  • aiplatform.cacheConfigs.update
  • aiplatform.cachedContents.create
  • aiplatform.cachedContents.delete
  • aiplatform.cachedContents.get
  • aiplatform.cachedContents.list
  • aiplatform.cachedContents.update
  • aiplatform.consents.get
  • aiplatform.consents.update
  • aiplatform.contexts.addContextArtifactsAndExecutions
  • aiplatform.contexts.addContextChildren
  • aiplatform.contexts.create
  • aiplatform.contexts.delete
  • aiplatform.contexts.get
  • aiplatform.contexts.list
  • aiplatform.contexts.queryContextLineageSubgraph
  • aiplatform.contexts.update
  • aiplatform.customJobs.cancel
  • aiplatform.customJobs.create
  • aiplatform.customJobs.delete
  • aiplatform.customJobs.get
  • aiplatform.customJobs.list
  • aiplatform.dataItems.create
  • aiplatform.dataItems.delete
  • aiplatform.dataItems.get
  • aiplatform.dataItems.list
  • aiplatform.dataItems.update
  • aiplatform.dataLabelingJobs.cancel
  • aiplatform.dataLabelingJobs.create
  • aiplatform.dataLabelingJobs.delete
  • aiplatform.dataLabelingJobs.get
  • aiplatform.dataLabelingJobs.list
  • aiplatform.datasetVersions.create
  • aiplatform.datasetVersions.delete
  • aiplatform.datasetVersions.get
  • aiplatform.datasetVersions.list
  • aiplatform.datasetVersions.restore
  • aiplatform.datasets.create
  • aiplatform.datasets.delete
  • aiplatform.datasets.export
  • aiplatform.datasets.get
  • aiplatform.datasets.import
  • aiplatform.datasets.list
  • aiplatform.datasets.update
  • aiplatform.deploymentResourcePools.create
  • aiplatform.deploymentResourcePools.delete
  • aiplatform.deploymentResourcePools.get
  • aiplatform.deploymentResourcePools.list
  • aiplatform.deploymentResourcePools.queryDeployedModels
  • aiplatform.deploymentResourcePools.update
  • aiplatform.edgeDeploymentJobs.create
  • aiplatform.edgeDeploymentJobs.delete
  • aiplatform.edgeDeploymentJobs.get
  • aiplatform.edgeDeploymentJobs.list
  • aiplatform.edgeDeviceDebugInfo.get
  • aiplatform.edgeDevices.create
  • aiplatform.edgeDevices.delete
  • aiplatform.edgeDevices.get
  • aiplatform.edgeDevices.list
  • aiplatform.edgeDevices.update
  • aiplatform.endpoints.create
  • aiplatform.endpoints.delete
  • aiplatform.endpoints.deploy
  • aiplatform.endpoints.explain
  • aiplatform.endpoints.get
  • aiplatform.endpoints.getIamPolicy
  • aiplatform.endpoints.list
  • aiplatform.endpoints.predict
  • aiplatform.endpoints.setIamPolicy
  • aiplatform.endpoints.undeploy
  • aiplatform.endpoints.update
  • aiplatform.entityTypes.create
  • aiplatform.entityTypes.delete
  • aiplatform.entityTypes.deleteFeatureValues
  • aiplatform.entityTypes.exportFeatureValues
  • aiplatform.entityTypes.get
  • aiplatform.entityTypes.getIamPolicy
  • aiplatform.entityTypes.importFeatureValues
  • aiplatform.entityTypes.list
  • aiplatform.entityTypes.readFeatureValues
  • aiplatform.entityTypes.setIamPolicy
  • aiplatform.entityTypes.streamingReadFeatureValues
  • aiplatform.entityTypes.update
  • aiplatform.entityTypes.writeFeatureValues
  • aiplatform.evaluationExperiments.create
  • aiplatform.evaluationExperiments.delete
  • aiplatform.evaluationExperiments.get
  • aiplatform.evaluationExperiments.list
  • aiplatform.evaluationExperiments.update
  • aiplatform.evaluationItems.create
  • aiplatform.evaluationItems.delete
  • aiplatform.evaluationItems.get
  • aiplatform.evaluationItems.list
  • aiplatform.evaluationItems.update
  • aiplatform.evaluationMetrics.create
  • aiplatform.evaluationMetrics.delete
  • aiplatform.evaluationMetrics.get
  • aiplatform.evaluationMetrics.list
  • aiplatform.evaluationRuns.cancel
  • aiplatform.evaluationRuns.create
  • aiplatform.evaluationRuns.delete
  • aiplatform.evaluationRuns.execute
  • aiplatform.evaluationRuns.get
  • aiplatform.evaluationRuns.list
  • aiplatform.evaluationRuns.update
  • aiplatform.evaluationSets.create
  • aiplatform.evaluationSets.delete
  • aiplatform.evaluationSets.get
  • aiplatform.evaluationSets.import
  • aiplatform.evaluationSets.list
  • aiplatform.evaluationSets.update
  • aiplatform.exampleStores.create
  • aiplatform.exampleStores.delete
  • aiplatform.exampleStores.get
  • aiplatform.exampleStores.list
  • aiplatform.exampleStores.readExample
  • aiplatform.exampleStores.update
  • aiplatform.exampleStores.writeExample
  • aiplatform.executions.addExecutionEvents
  • aiplatform.executions.create
  • aiplatform.executions.delete
  • aiplatform.executions.get
  • aiplatform.executions.list
  • aiplatform.executions.queryExecutionInputsAndOutputs
  • aiplatform.executions.update
  • aiplatform.extensions.delete
  • aiplatform.extensions.execute
  • aiplatform.extensions.get
  • aiplatform.extensions.import
  • aiplatform.extensions.list
  • aiplatform.extensions.update
  • aiplatform.featureGroups.create
  • aiplatform.featureGroups.delete
  • aiplatform.featureGroups.get
  • aiplatform.featureGroups.getIamPolicy
  • aiplatform.featureGroups.list
  • aiplatform.featureGroups.setIamPolicy
  • aiplatform.featureGroups.update
  • aiplatform.featureMonitorJobs.create
  • aiplatform.featureMonitorJobs.get
  • aiplatform.featureMonitorJobs.list
  • aiplatform.featureMonitors.create
  • aiplatform.featureMonitors.delete
  • aiplatform.featureMonitors.get
  • aiplatform.featureMonitors.list
  • aiplatform.featureMonitors.update
  • aiplatform.featureOnlineStores.create
  • aiplatform.featureOnlineStores.delete
  • aiplatform.featureOnlineStores.get
  • aiplatform.featureOnlineStores.getIamPolicy
  • aiplatform.featureOnlineStores.list
  • aiplatform.featureOnlineStores.setIamPolicy
  • aiplatform.featureOnlineStores.update
  • aiplatform.featureViewSyncs.get
  • aiplatform.featureViewSyncs.list
  • aiplatform.featureViews.create
  • aiplatform.featureViews.delete
  • aiplatform.featureViews.directWrite
  • aiplatform.featureViews.fetchFeatureValues
  • aiplatform.featureViews.get
  • aiplatform.featureViews.getIamPolicy
  • aiplatform.featureViews.list
  • aiplatform.featureViews.searchNearestEntities
  • aiplatform.featureViews.setIamPolicy
  • aiplatform.featureViews.sync
  • aiplatform.featureViews.update
  • aiplatform.features.create
  • aiplatform.features.delete
  • aiplatform.features.get
  • aiplatform.features.list
  • aiplatform.features.update
  • aiplatform.featurestores.batchReadFeatureValues
  • aiplatform.featurestores.create
  • aiplatform.featurestores.delete
  • aiplatform.featurestores.exportFeatures
  • aiplatform.featurestores.get
  • aiplatform.featurestores.getIamPolicy
  • aiplatform.featurestores.importFeatures
  • aiplatform.featurestores.list
  • aiplatform.featurestores.readFeatures
  • aiplatform.featurestores.setIamPolicy
  • aiplatform.featurestores.update
  • aiplatform.featurestores.writeFeatures
  • aiplatform.humanInTheLoops.cancel
  • aiplatform.humanInTheLoops.create
  • aiplatform.humanInTheLoops.delete
  • aiplatform.humanInTheLoops.get
  • aiplatform.humanInTheLoops.list
  • aiplatform.humanInTheLoops.queryAnnotationStats
  • aiplatform.humanInTheLoops.send
  • aiplatform.humanInTheLoops.update
  • aiplatform.hyperparameterTuningJobs.cancel
  • aiplatform.hyperparameterTuningJobs.create
  • aiplatform.hyperparameterTuningJobs.delete
  • aiplatform.hyperparameterTuningJobs.get
  • aiplatform.hyperparameterTuningJobs.list
  • aiplatform.indexEndpoints.create
  • aiplatform.indexEndpoints.delete
  • aiplatform.indexEndpoints.deploy
  • aiplatform.indexEndpoints.get
  • aiplatform.indexEndpoints.list
  • aiplatform.indexEndpoints.queryVectors
  • aiplatform.indexEndpoints.undeploy
  • aiplatform.indexEndpoints.update
  • aiplatform.indexes.create
  • aiplatform.indexes.delete
  • aiplatform.indexes.get
  • aiplatform.indexes.list
  • aiplatform.indexes.update
  • aiplatform.locations.evaluateInstances
  • aiplatform.locations.get
  • aiplatform.locations.list
  • aiplatform.memories.create
  • aiplatform.memories.delete
  • aiplatform.memories.generate
  • aiplatform.memories.get
  • aiplatform.memories.list
  • aiplatform.memories.retrieve
  • aiplatform.memories.update
  • aiplatform.memoryRevisions.get
  • aiplatform.memoryRevisions.list
  • aiplatform.memoryRevisions.rollback
  • aiplatform.metadataSchemas.create
  • aiplatform.metadataSchemas.delete
  • aiplatform.metadataSchemas.get
  • aiplatform.metadataSchemas.list
  • aiplatform.metadataStores.create
  • aiplatform.metadataStores.delete
  • aiplatform.metadataStores.get
  • aiplatform.metadataStores.list
  • aiplatform.migratableResources.migrate
  • aiplatform.migratableResources.search
  • aiplatform.modelDeploymentMonitoringJobs.create
  • aiplatform.modelDeploymentMonitoringJobs.delete
  • aiplatform.modelDeploymentMonitoringJobs.get
  • aiplatform.modelDeploymentMonitoringJobs.list
  • aiplatform.modelDeploymentMonitoringJobs.pause
  • aiplatform.modelDeploymentMonitoringJobs.resume
  • aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies
  • aiplatform.modelDeploymentMonitoringJobs.update
  • aiplatform.modelEvaluationSlices.get
  • aiplatform.modelEvaluationSlices.import
  • aiplatform.modelEvaluationSlices.list
  • aiplatform.modelEvaluations.exportEvaluatedDataItems
  • aiplatform.modelEvaluations.get
  • aiplatform.modelEvaluations.import
  • aiplatform.modelEvaluations.list
  • aiplatform.modelMonitoringJobs.create
  • aiplatform.modelMonitoringJobs.delete
  • aiplatform.modelMonitoringJobs.get
  • aiplatform.modelMonitoringJobs.list
  • aiplatform.modelMonitors.create
  • aiplatform.modelMonitors.delete
  • aiplatform.modelMonitors.get
  • aiplatform.modelMonitors.list
  • aiplatform.modelMonitors.searchModelMonitoringAlerts
  • aiplatform.modelMonitors.searchModelMonitoringStats
  • aiplatform.modelMonitors.update
  • aiplatform.models.delete
  • aiplatform.models.export
  • aiplatform.models.get
  • aiplatform.models.list
  • aiplatform.models.update
  • aiplatform.models.upload
  • aiplatform.monitoredAgents.disable
  • aiplatform.monitoredAgents.enable
  • aiplatform.monitoredAgents.get
  • aiplatform.monitoredAgents.list
  • aiplatform.nasJobs.cancel
  • aiplatform.nasJobs.create
  • aiplatform.nasJobs.delete
  • aiplatform.nasJobs.get
  • aiplatform.nasJobs.list
  • aiplatform.nasTrialDetails.get
  • aiplatform.nasTrialDetails.list
  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list
  • aiplatform.notebookRuntimeTemplates.apply
  • aiplatform.notebookRuntimeTemplates.create
  • aiplatform.notebookRuntimeTemplates.delete
  • aiplatform.notebookRuntimeTemplates.get
  • aiplatform.notebookRuntimeTemplates.getIamPolicy
  • aiplatform.notebookRuntimeTemplates.list
  • aiplatform.notebookRuntimeTemplates.setIamPolicy
  • aiplatform.notebookRuntimeTemplates.update
  • aiplatform.notebookRuntimes.assign
  • aiplatform.notebookRuntimes.delete
  • aiplatform.notebookRuntimes.get
  • aiplatform.notebookRuntimes.list
  • aiplatform.notebookRuntimes.start
  • aiplatform.notebookRuntimes.update
  • aiplatform.notebookRuntimes.upgrade
  • aiplatform.onlineEvaluators.create
  • aiplatform.onlineEvaluators.delete
  • aiplatform.onlineEvaluators.get
  • aiplatform.onlineEvaluators.list
  • aiplatform.onlineEvaluators.update
  • aiplatform.operations.list
  • aiplatform.persistentResources.create
  • aiplatform.persistentResources.delete
  • aiplatform.persistentResources.get
  • aiplatform.persistentResources.list
  • aiplatform.pipelineJobs.cancel
  • aiplatform.pipelineJobs.create
  • aiplatform.pipelineJobs.delete
  • aiplatform.pipelineJobs.get
  • aiplatform.pipelineJobs.list
  • aiplatform.provisionedThroughputRevisions.get
  • aiplatform.provisionedThroughputRevisions.list
  • aiplatform.provisionedThroughputs.cancel
  • aiplatform.provisionedThroughputs.create
  • aiplatform.provisionedThroughputs.get
  • aiplatform.provisionedThroughputs.list
  • aiplatform.provisionedThroughputs.split
  • aiplatform.provisionedThroughputs.update
  • aiplatform.ragCorpora.create
  • aiplatform.ragCorpora.delete
  • aiplatform.ragCorpora.get
  • aiplatform.ragCorpora.list
  • aiplatform.ragCorpora.query
  • aiplatform.ragCorpora.update
  • aiplatform.ragEngineConfigs.get
  • aiplatform.ragEngineConfigs.update
  • aiplatform.ragFiles.delete
  • aiplatform.ragFiles.get
  • aiplatform.ragFiles.import
  • aiplatform.ragFiles.list
  • aiplatform.ragFiles.upload
  • aiplatform.reasoningEngineRuntimeRevisions.delete
  • aiplatform.reasoningEngineRuntimeRevisions.get
  • aiplatform.reasoningEngineRuntimeRevisions.list
  • aiplatform.reasoningEngineRuntimeRevisions.query
  • aiplatform.reasoningEngines.create
  • aiplatform.reasoningEngines.delete
  • aiplatform.reasoningEngines.get
  • aiplatform.reasoningEngines.getIamPolicy
  • aiplatform.reasoningEngines.list
  • aiplatform.reasoningEngines.query
  • aiplatform.reasoningEngines.setIamPolicy
  • aiplatform.reasoningEngines.update
  • aiplatform.sandboxEnvironments.create
  • aiplatform.sandboxEnvironments.delete
  • aiplatform.sandboxEnvironments.execute
  • aiplatform.sandboxEnvironments.get
  • aiplatform.sandboxEnvironments.list
  • aiplatform.schedules.create
  • aiplatform.schedules.delete
  • aiplatform.schedules.get
  • aiplatform.schedules.list
  • aiplatform.schedules.update
  • aiplatform.semanticGovernancePolicies.create
  • aiplatform.semanticGovernancePolicies.delete
  • aiplatform.semanticGovernancePolicies.get
  • aiplatform.semanticGovernancePolicies.list
  • aiplatform.semanticGovernancePolicies.update
  • aiplatform.semanticGovernancePolicyEngine.get
  • aiplatform.semanticGovernancePolicyEngine.update
  • aiplatform.sessionEvents.append
  • aiplatform.sessionEvents.list
  • aiplatform.sessions.create
  • aiplatform.sessions.delete
  • aiplatform.sessions.get
  • aiplatform.sessions.list
  • aiplatform.sessions.run
  • aiplatform.sessions.update
  • aiplatform.specialistPools.create
  • aiplatform.specialistPools.delete
  • aiplatform.specialistPools.get
  • aiplatform.specialistPools.list
  • aiplatform.specialistPools.update
  • aiplatform.studies.create
  • aiplatform.studies.delete
  • aiplatform.studies.get
  • aiplatform.studies.list
  • aiplatform.studies.update
  • aiplatform.tasks.cancel
  • aiplatform.tasks.create
  • aiplatform.tasks.delete
  • aiplatform.tasks.get
  • aiplatform.tasks.list
  • aiplatform.tasks.update
  • aiplatform.tensorboardExperiments.create
  • aiplatform.tensorboardExperiments.delete
  • aiplatform.tensorboardExperiments.get
  • aiplatform.tensorboardExperiments.list
  • aiplatform.tensorboardExperiments.update
  • aiplatform.tensorboardExperiments.write
  • aiplatform.tensorboardRuns.batchCreate
  • aiplatform.tensorboardRuns.create
  • aiplatform.tensorboardRuns.delete
  • aiplatform.tensorboardRuns.get
  • aiplatform.tensorboardRuns.list
  • aiplatform.tensorboardRuns.update
  • aiplatform.tensorboardRuns.write
  • aiplatform.tensorboardTimeSeries.batchCreate
  • aiplatform.tensorboardTimeSeries.batchRead
  • aiplatform.tensorboardTimeSeries.create
  • aiplatform.tensorboardTimeSeries.delete
  • aiplatform.tensorboardTimeSeries.get
  • aiplatform.tensorboardTimeSeries.list
  • aiplatform.tensorboardTimeSeries.read
  • aiplatform.tensorboardTimeSeries.update
  • aiplatform.tensorboards.create
  • aiplatform.tensorboards.delete
  • aiplatform.tensorboards.get
  • aiplatform.tensorboards.list
  • aiplatform.tensorboards.recordAccess
  • aiplatform.tensorboards.update
  • aiplatform.trainingPipelines.cancel
  • aiplatform.trainingPipelines.create
  • aiplatform.trainingPipelines.delete
  • aiplatform.trainingPipelines.get
  • aiplatform.trainingPipelines.list
  • aiplatform.trials.create
  • aiplatform.trials.delete
  • aiplatform.trials.get
  • aiplatform.trials.list
  • aiplatform.trials.update
  • aiplatform.tuningJobs.cancel
  • aiplatform.tuningJobs.create
  • aiplatform.tuningJobs.delete
  • aiplatform.tuningJobs.get
  • aiplatform.tuningJobs.list
  • aiplatform.tuningJobs.optimizePrompt
  • aiplatform.tuningJobs.validateReinforcementTuningReward
  • aiplatform.tuningJobs.vertexTune

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.editor)

Editor role for aiplatform

aiplatform.agentAnomalyDetectionScopes.*

  • aiplatform.agentAnomalyDetectionScopes.create
  • aiplatform.agentAnomalyDetectionScopes.delete
  • aiplatform.agentAnomalyDetectionScopes.get
  • aiplatform.agentAnomalyDetectionScopes.list

aiplatform.agentExamples.*

  • aiplatform.agentExamples.create
  • aiplatform.agentExamples.delete
  • aiplatform.agentExamples.get
  • aiplatform.agentExamples.list
  • aiplatform.agentExamples.update

aiplatform.agents.*

  • aiplatform.agents.create
  • aiplatform.agents.delete
  • aiplatform.agents.get
  • aiplatform.agents.list
  • aiplatform.agents.update

aiplatform.analyzedInvocations.*

  • aiplatform.analyzedInvocations.get
  • aiplatform.analyzedInvocations.list

aiplatform.analyzedSessions.*

  • aiplatform.analyzedSessions.aggregate
  • aiplatform.analyzedSessions.get
  • aiplatform.analyzedSessions.list

aiplatform.annotationSpecs.*

  • aiplatform.annotationSpecs.create
  • aiplatform.annotationSpecs.delete
  • aiplatform.annotationSpecs.get
  • aiplatform.annotationSpecs.list
  • aiplatform.annotationSpecs.update

aiplatform.annotations.*

  • aiplatform.annotations.create
  • aiplatform.annotations.delete
  • aiplatform.annotations.get
  • aiplatform.annotations.list
  • aiplatform.annotations.update

aiplatform.apps.*

  • aiplatform.apps.create
  • aiplatform.apps.delete
  • aiplatform.apps.get
  • aiplatform.apps.list
  • aiplatform.apps.update

aiplatform.artifacts.*

  • aiplatform.artifacts.create
  • aiplatform.artifacts.delete
  • aiplatform.artifacts.get
  • aiplatform.artifacts.list
  • aiplatform.artifacts.update

aiplatform.batchPredictionJobs.*

  • aiplatform.batchPredictionJobs.cancel
  • aiplatform.batchPredictionJobs.create
  • aiplatform.batchPredictionJobs.delete
  • aiplatform.batchPredictionJobs.get
  • aiplatform.batchPredictionJobs.list

aiplatform.cacheConfigs.*

  • aiplatform.cacheConfigs.get
  • aiplatform.cacheConfigs.update

aiplatform.cachedContents.*

  • aiplatform.cachedContents.create
  • aiplatform.cachedContents.delete
  • aiplatform.cachedContents.get
  • aiplatform.cachedContents.list
  • aiplatform.cachedContents.update

aiplatform.consents.*

  • aiplatform.consents.get
  • aiplatform.consents.update

aiplatform.contexts.*

  • aiplatform.contexts.addContextArtifactsAndExecutions
  • aiplatform.contexts.addContextChildren
  • aiplatform.contexts.create
  • aiplatform.contexts.delete
  • aiplatform.contexts.get
  • aiplatform.contexts.list
  • aiplatform.contexts.queryContextLineageSubgraph
  • aiplatform.contexts.update

aiplatform.customJobs.*

  • aiplatform.customJobs.cancel
  • aiplatform.customJobs.create
  • aiplatform.customJobs.delete
  • aiplatform.customJobs.get
  • aiplatform.customJobs.list

aiplatform.dataItems.*

  • aiplatform.dataItems.create
  • aiplatform.dataItems.delete
  • aiplatform.dataItems.get
  • aiplatform.dataItems.list
  • aiplatform.dataItems.update

aiplatform.dataLabelingJobs.*

  • aiplatform.dataLabelingJobs.cancel
  • aiplatform.dataLabelingJobs.create
  • aiplatform.dataLabelingJobs.delete
  • aiplatform.dataLabelingJobs.get
  • aiplatform.dataLabelingJobs.list

aiplatform.datasetVersions.*

  • aiplatform.datasetVersions.create
  • aiplatform.datasetVersions.delete
  • aiplatform.datasetVersions.get
  • aiplatform.datasetVersions.list
  • aiplatform.datasetVersions.restore

aiplatform.datasets.*

  • aiplatform.datasets.create
  • aiplatform.datasets.delete
  • aiplatform.datasets.export
  • aiplatform.datasets.get
  • aiplatform.datasets.import
  • aiplatform.datasets.list
  • aiplatform.datasets.update

aiplatform.deploymentResourcePools.*

  • aiplatform.deploymentResourcePools.create
  • aiplatform.deploymentResourcePools.delete
  • aiplatform.deploymentResourcePools.get
  • aiplatform.deploymentResourcePools.list
  • aiplatform.deploymentResourcePools.queryDeployedModels
  • aiplatform.deploymentResourcePools.update

aiplatform.edgeDeploymentJobs.*

  • aiplatform.edgeDeploymentJobs.create
  • aiplatform.edgeDeploymentJobs.delete
  • aiplatform.edgeDeploymentJobs.get
  • aiplatform.edgeDeploymentJobs.list

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.*

  • aiplatform.edgeDevices.create
  • aiplatform.edgeDevices.delete
  • aiplatform.edgeDevices.get
  • aiplatform.edgeDevices.list
  • aiplatform.edgeDevices.update

aiplatform.endpoints.create

aiplatform.endpoints.delete

aiplatform.endpoints.deploy

aiplatform.endpoints.explain

aiplatform.endpoints.get

aiplatform.endpoints.getIamPolicy

aiplatform.endpoints.list

aiplatform.endpoints.predict

aiplatform.endpoints.undeploy

aiplatform.endpoints.update

aiplatform.entityTypes.create

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.getIamPolicy

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.list

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.evaluationExperiments.*

  • aiplatform.evaluationExperiments.create
  • aiplatform.evaluationExperiments.delete
  • aiplatform.evaluationExperiments.get
  • aiplatform.evaluationExperiments.list
  • aiplatform.evaluationExperiments.update

aiplatform.evaluationItems.*

  • aiplatform.evaluationItems.create
  • aiplatform.evaluationItems.delete
  • aiplatform.evaluationItems.get
  • aiplatform.evaluationItems.list
  • aiplatform.evaluationItems.update

aiplatform.evaluationMetrics.*

  • aiplatform.evaluationMetrics.create
  • aiplatform.evaluationMetrics.delete
  • aiplatform.evaluationMetrics.get
  • aiplatform.evaluationMetrics.list

aiplatform.evaluationRuns.*

  • aiplatform.evaluationRuns.cancel
  • aiplatform.evaluationRuns.create
  • aiplatform.evaluationRuns.delete
  • aiplatform.evaluationRuns.execute
  • aiplatform.evaluationRuns.get
  • aiplatform.evaluationRuns.list
  • aiplatform.evaluationRuns.update

aiplatform.evaluationSets.*

  • aiplatform.evaluationSets.create
  • aiplatform.evaluationSets.delete
  • aiplatform.evaluationSets.get
  • aiplatform.evaluationSets.import
  • aiplatform.evaluationSets.list
  • aiplatform.evaluationSets.update

aiplatform.exampleStores.*

  • aiplatform.exampleStores.create
  • aiplatform.exampleStores.delete
  • aiplatform.exampleStores.get
  • aiplatform.exampleStores.list
  • aiplatform.exampleStores.readExample
  • aiplatform.exampleStores.update
  • aiplatform.exampleStores.writeExample

aiplatform.executions.*

  • aiplatform.executions.addExecutionEvents
  • aiplatform.executions.create
  • aiplatform.executions.delete
  • aiplatform.executions.get
  • aiplatform.executions.list
  • aiplatform.executions.queryExecutionInputsAndOutputs
  • aiplatform.executions.update

aiplatform.extensions.*

  • aiplatform.extensions.delete
  • aiplatform.extensions.execute
  • aiplatform.extensions.get
  • aiplatform.extensions.import
  • aiplatform.extensions.list
  • aiplatform.extensions.update

aiplatform.featureGroups.create

aiplatform.featureGroups.delete

aiplatform.featureGroups.get

aiplatform.featureGroups.getIamPolicy

aiplatform.featureGroups.list

aiplatform.featureGroups.update

aiplatform.featureMonitorJobs.*

  • aiplatform.featureMonitorJobs.create
  • aiplatform.featureMonitorJobs.get
  • aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.*

  • aiplatform.featureMonitors.create
  • aiplatform.featureMonitors.delete
  • aiplatform.featureMonitors.get
  • aiplatform.featureMonitors.list
  • aiplatform.featureMonitors.update

aiplatform.featureOnlineStores.create

aiplatform.featureOnlineStores.delete

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.getIamPolicy

aiplatform.featureOnlineStores.list

aiplatform.featureOnlineStores.update

aiplatform.featureViewSyncs.*

  • aiplatform.featureViewSyncs.get
  • aiplatform.featureViewSyncs.list

aiplatform.featureViews.create

aiplatform.featureViews.delete

aiplatform.featureViews.directWrite

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.getIamPolicy

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.featureViews.sync

aiplatform.featureViews.update

aiplatform.features.*

  • aiplatform.features.create
  • aiplatform.features.delete
  • aiplatform.features.get
  • aiplatform.features.list
  • aiplatform.features.update

aiplatform.featurestores.batchReadFeatureValues

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.exportFeatures

aiplatform.featurestores.get

aiplatform.featurestores.getIamPolicy

aiplatform.featurestores.importFeatures

aiplatform.featurestores.list

aiplatform.featurestores.readFeatures

aiplatform.featurestores.update

aiplatform.featurestores.writeFeatures

aiplatform.humanInTheLoops.*

  • aiplatform.humanInTheLoops.cancel
  • aiplatform.humanInTheLoops.create
  • aiplatform.humanInTheLoops.delete
  • aiplatform.humanInTheLoops.get
  • aiplatform.humanInTheLoops.list
  • aiplatform.humanInTheLoops.queryAnnotationStats
  • aiplatform.humanInTheLoops.send
  • aiplatform.humanInTheLoops.update

aiplatform.hyperparameterTuningJobs.*

  • aiplatform.hyperparameterTuningJobs.cancel
  • aiplatform.hyperparameterTuningJobs.create
  • aiplatform.hyperparameterTuningJobs.delete
  • aiplatform.hyperparameterTuningJobs.get
  • aiplatform.hyperparameterTuningJobs.list

aiplatform.indexEndpoints.*

  • aiplatform.indexEndpoints.create
  • aiplatform.indexEndpoints.delete
  • aiplatform.indexEndpoints.deploy
  • aiplatform.indexEndpoints.get
  • aiplatform.indexEndpoints.list
  • aiplatform.indexEndpoints.queryVectors
  • aiplatform.indexEndpoints.undeploy
  • aiplatform.indexEndpoints.update

aiplatform.indexes.*

  • aiplatform.indexes.create
  • aiplatform.indexes.delete
  • aiplatform.indexes.get
  • aiplatform.indexes.list
  • aiplatform.indexes.update

aiplatform.locations.*

  • aiplatform.locations.evaluateInstances
  • aiplatform.locations.get
  • aiplatform.locations.list

aiplatform.memories.*

  • aiplatform.memories.create
  • aiplatform.memories.delete
  • aiplatform.memories.generate
  • aiplatform.memories.get
  • aiplatform.memories.list
  • aiplatform.memories.retrieve
  • aiplatform.memories.update

aiplatform.memoryRevisions.*

  • aiplatform.memoryRevisions.get
  • aiplatform.memoryRevisions.list
  • aiplatform.memoryRevisions.rollback

aiplatform.metadataSchemas.*

  • aiplatform.metadataSchemas.create
  • aiplatform.metadataSchemas.delete
  • aiplatform.metadataSchemas.get
  • aiplatform.metadataSchemas.list

aiplatform.metadataStores.*

  • aiplatform.metadataStores.create
  • aiplatform.metadataStores.delete
  • aiplatform.metadataStores.get
  • aiplatform.metadataStores.list

aiplatform.migratableResources.*

  • aiplatform.migratableResources.migrate
  • aiplatform.migratableResources.search

aiplatform.modelDeploymentMonitoringJobs.*

  • aiplatform.modelDeploymentMonitoringJobs.create
  • aiplatform.modelDeploymentMonitoringJobs.delete
  • aiplatform.modelDeploymentMonitoringJobs.get
  • aiplatform.modelDeploymentMonitoringJobs.list
  • aiplatform.modelDeploymentMonitoringJobs.pause
  • aiplatform.modelDeploymentMonitoringJobs.resume
  • aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies
  • aiplatform.modelDeploymentMonitoringJobs.update

aiplatform.modelEvaluationSlices.*

  • aiplatform.modelEvaluationSlices.get
  • aiplatform.modelEvaluationSlices.import
  • aiplatform.modelEvaluationSlices.list

aiplatform.modelEvaluations.*

  • aiplatform.modelEvaluations.exportEvaluatedDataItems
  • aiplatform.modelEvaluations.get
  • aiplatform.modelEvaluations.import
  • aiplatform.modelEvaluations.list

aiplatform.modelMonitoringJobs.*

  • aiplatform.modelMonitoringJobs.create
  • aiplatform.modelMonitoringJobs.delete
  • aiplatform.modelMonitoringJobs.get
  • aiplatform.modelMonitoringJobs.list

aiplatform.modelMonitors.*

  • aiplatform.modelMonitors.create
  • aiplatform.modelMonitors.delete
  • aiplatform.modelMonitors.get
  • aiplatform.modelMonitors.list
  • aiplatform.modelMonitors.searchModelMonitoringAlerts
  • aiplatform.modelMonitors.searchModelMonitoringStats
  • aiplatform.modelMonitors.update

aiplatform.models.*

  • aiplatform.models.delete
  • aiplatform.models.export
  • aiplatform.models.get
  • aiplatform.models.list
  • aiplatform.models.update
  • aiplatform.models.upload

aiplatform.monitoredAgents.*

  • aiplatform.monitoredAgents.disable
  • aiplatform.monitoredAgents.enable
  • aiplatform.monitoredAgents.get
  • aiplatform.monitoredAgents.list

aiplatform.nasJobs.*

  • aiplatform.nasJobs.cancel
  • aiplatform.nasJobs.create
  • aiplatform.nasJobs.delete
  • aiplatform.nasJobs.get
  • aiplatform.nasJobs.list

aiplatform.nasTrialDetails.*

  • aiplatform.nasTrialDetails.get
  • aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.create

aiplatform.notebookRuntimeTemplates.delete

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.getIamPolicy

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

  • aiplatform.notebookRuntimes.assign
  • aiplatform.notebookRuntimes.delete
  • aiplatform.notebookRuntimes.get
  • aiplatform.notebookRuntimes.list
  • aiplatform.notebookRuntimes.start
  • aiplatform.notebookRuntimes.update
  • aiplatform.notebookRuntimes.upgrade

aiplatform.onlineEvaluators.*

  • aiplatform.onlineEvaluators.create
  • aiplatform.onlineEvaluators.delete
  • aiplatform.onlineEvaluators.get
  • aiplatform.onlineEvaluators.list
  • aiplatform.onlineEvaluators.update

aiplatform.operations.list

aiplatform.persistentResources.*

  • aiplatform.persistentResources.create
  • aiplatform.persistentResources.delete
  • aiplatform.persistentResources.get
  • aiplatform.persistentResources.list

aiplatform.pipelineJobs.*

  • aiplatform.pipelineJobs.cancel
  • aiplatform.pipelineJobs.create
  • aiplatform.pipelineJobs.delete
  • aiplatform.pipelineJobs.get
  • aiplatform.pipelineJobs.list

aiplatform.provisionedThroughputRevisions.*

  • aiplatform.provisionedThroughputRevisions.get
  • aiplatform.provisionedThroughputRevisions.list

aiplatform.provisionedThroughputs.*

  • aiplatform.provisionedThroughputs.cancel
  • aiplatform.provisionedThroughputs.create
  • aiplatform.provisionedThroughputs.get
  • aiplatform.provisionedThroughputs.list
  • aiplatform.provisionedThroughputs.split
  • aiplatform.provisionedThroughputs.update

aiplatform.ragCorpora.*

  • aiplatform.ragCorpora.create
  • aiplatform.ragCorpora.delete
  • aiplatform.ragCorpora.get
  • aiplatform.ragCorpora.list
  • aiplatform.ragCorpora.query
  • aiplatform.ragCorpora.update

aiplatform.ragEngineConfigs.*

  • aiplatform.ragEngineConfigs.get
  • aiplatform.ragEngineConfigs.update

aiplatform.ragFiles.*

  • aiplatform.ragFiles.delete
  • aiplatform.ragFiles.get
  • aiplatform.ragFiles.import
  • aiplatform.ragFiles.list
  • aiplatform.ragFiles.upload

aiplatform.reasoningEngineRuntimeRevisions.*

  • aiplatform.reasoningEngineRuntimeRevisions.delete
  • aiplatform.reasoningEngineRuntimeRevisions.get
  • aiplatform.reasoningEngineRuntimeRevisions.list
  • aiplatform.reasoningEngineRuntimeRevisions.query

aiplatform.reasoningEngines.create

aiplatform.reasoningEngines.delete

aiplatform.reasoningEngines.get

aiplatform.reasoningEngines.getIamPolicy

aiplatform.reasoningEngines.list

aiplatform.reasoningEngines.query

aiplatform.reasoningEngines.update

aiplatform.sandboxEnvironments.*

  • aiplatform.sandboxEnvironments.create
  • aiplatform.sandboxEnvironments.delete
  • aiplatform.sandboxEnvironments.execute
  • aiplatform.sandboxEnvironments.get
  • aiplatform.sandboxEnvironments.list

aiplatform.schedules.*

  • aiplatform.schedules.create
  • aiplatform.schedules.delete
  • aiplatform.schedules.get
  • aiplatform.schedules.list
  • aiplatform.schedules.update

aiplatform.semanticGovernancePolicies.*

  • aiplatform.semanticGovernancePolicies.create
  • aiplatform.semanticGovernancePolicies.delete
  • aiplatform.semanticGovernancePolicies.get
  • aiplatform.semanticGovernancePolicies.list
  • aiplatform.semanticGovernancePolicies.update

aiplatform.semanticGovernancePolicyEngine.*

  • aiplatform.semanticGovernancePolicyEngine.get
  • aiplatform.semanticGovernancePolicyEngine.update

aiplatform.sessionEvents.*

  • aiplatform.sessionEvents.append
  • aiplatform.sessionEvents.list

aiplatform.sessions.*

  • aiplatform.sessions.create
  • aiplatform.sessions.delete
  • aiplatform.sessions.get
  • aiplatform.sessions.list
  • aiplatform.sessions.run
  • aiplatform.sessions.update

aiplatform.specialistPools.*

  • aiplatform.specialistPools.create
  • aiplatform.specialistPools.delete
  • aiplatform.specialistPools.get
  • aiplatform.specialistPools.list
  • aiplatform.specialistPools.update

aiplatform.studies.*

  • aiplatform.studies.create
  • aiplatform.studies.delete
  • aiplatform.studies.get
  • aiplatform.studies.list
  • aiplatform.studies.update

aiplatform.tasks.*

  • aiplatform.tasks.cancel
  • aiplatform.tasks.create
  • aiplatform.tasks.delete
  • aiplatform.tasks.get
  • aiplatform.tasks.list
  • aiplatform.tasks.update

aiplatform.tensorboardExperiments.*

  • aiplatform.tensorboardExperiments.create
  • aiplatform.tensorboardExperiments.delete
  • aiplatform.tensorboardExperiments.get
  • aiplatform.tensorboardExperiments.list
  • aiplatform.tensorboardExperiments.update
  • aiplatform.tensorboardExperiments.write

aiplatform.tensorboardRuns.*

  • aiplatform.tensorboardRuns.batchCreate
  • aiplatform.tensorboardRuns.create
  • aiplatform.tensorboardRuns.delete
  • aiplatform.tensorboardRuns.get
  • aiplatform.tensorboardRuns.list
  • aiplatform.tensorboardRuns.update
  • aiplatform.tensorboardRuns.write

aiplatform.tensorboardTimeSeries.*

  • aiplatform.tensorboardTimeSeries.batchCreate
  • aiplatform.tensorboardTimeSeries.batchRead
  • aiplatform.tensorboardTimeSeries.create
  • aiplatform.tensorboardTimeSeries.delete
  • aiplatform.tensorboardTimeSeries.get
  • aiplatform.tensorboardTimeSeries.list
  • aiplatform.tensorboardTimeSeries.read
  • aiplatform.tensorboardTimeSeries.update

aiplatform.tensorboards.create

aiplatform.tensorboards.delete

aiplatform.tensorboards.get

aiplatform.tensorboards.list

aiplatform.tensorboards.update

aiplatform.trainingPipelines.*

  • aiplatform.trainingPipelines.cancel
  • aiplatform.trainingPipelines.create
  • aiplatform.trainingPipelines.delete
  • aiplatform.trainingPipelines.get
  • aiplatform.trainingPipelines.list

aiplatform.trials.*

  • aiplatform.trials.create
  • aiplatform.trials.delete
  • aiplatform.trials.get
  • aiplatform.trials.list
  • aiplatform.trials.update

aiplatform.tuningJobs.*

  • aiplatform.tuningJobs.cancel
  • aiplatform.tuningJobs.create
  • aiplatform.tuningJobs.delete
  • aiplatform.tuningJobs.get
  • aiplatform.tuningJobs.list
  • aiplatform.tuningJobs.optimizePrompt
  • aiplatform.tuningJobs.validateReinforcementTuningReward
  • aiplatform.tuningJobs.vertexTune

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.expressUser)

Grants user access to Agent Platform Express.

aiplatform.datasetVersions.*

  • aiplatform.datasetVersions.create
  • aiplatform.datasetVersions.delete
  • aiplatform.datasetVersions.get
  • aiplatform.datasetVersions.list
  • aiplatform.datasetVersions.restore

aiplatform.datasets.create

aiplatform.datasets.delete

aiplatform.datasets.get

aiplatform.datasets.list

aiplatform.datasets.update

aiplatform.endpoints.predict

aiplatform.locations.evaluateInstances

aiplatform.memories.*

  • aiplatform.memories.create
  • aiplatform.memories.delete
  • aiplatform.memories.generate
  • aiplatform.memories.get
  • aiplatform.memories.list
  • aiplatform.memories.retrieve
  • aiplatform.memories.update

aiplatform.operations.list

aiplatform.reasoningEngines.create

aiplatform.reasoningEngines.delete

aiplatform.reasoningEngines.get

aiplatform.reasoningEngines.list

aiplatform.reasoningEngines.query

aiplatform.reasoningEngines.update

aiplatform.sandboxEnvironments.*

  • aiplatform.sandboxEnvironments.create
  • aiplatform.sandboxEnvironments.delete
  • aiplatform.sandboxEnvironments.execute
  • aiplatform.sandboxEnvironments.get
  • aiplatform.sandboxEnvironments.list

aiplatform.sessionEvents.*

  • aiplatform.sessionEvents.append
  • aiplatform.sessionEvents.list

aiplatform.sessions.create

aiplatform.sessions.delete

aiplatform.sessions.get

aiplatform.sessions.list

aiplatform.sessions.update

(roles/aiplatform.user)

Grants access to use all resource in Agent Platform.

aiplatform.agentAnomalyDetectionScopes.*

  • aiplatform.agentAnomalyDetectionScopes.create
  • aiplatform.agentAnomalyDetectionScopes.delete
  • aiplatform.agentAnomalyDetectionScopes.get
  • aiplatform.agentAnomalyDetectionScopes.list

aiplatform.agentExamples.*

  • aiplatform.agentExamples.create
  • aiplatform.agentExamples.delete
  • aiplatform.agentExamples.get
  • aiplatform.agentExamples.list
  • aiplatform.agentExamples.update

aiplatform.agents.*

  • aiplatform.agents.create
  • aiplatform.agents.delete
  • aiplatform.agents.get
  • aiplatform.agents.list
  • aiplatform.agents.update

aiplatform.analyzedInvocations.*

  • aiplatform.analyzedInvocations.get
  • aiplatform.analyzedInvocations.list

aiplatform.analyzedSessions.*

  • aiplatform.analyzedSessions.aggregate
  • aiplatform.analyzedSessions.get
  • aiplatform.analyzedSessions.list

aiplatform.annotationSpecs.*

  • aiplatform.annotationSpecs.create
  • aiplatform.annotationSpecs.delete
  • aiplatform.annotationSpecs.get
  • aiplatform.annotationSpecs.list
  • aiplatform.annotationSpecs.update

aiplatform.annotations.*

  • aiplatform.annotations.create
  • aiplatform.annotations.delete
  • aiplatform.annotations.get
  • aiplatform.annotations.list
  • aiplatform.annotations.update

aiplatform.apps.*

  • aiplatform.apps.create
  • aiplatform.apps.delete
  • aiplatform.apps.get
  • aiplatform.apps.list
  • aiplatform.apps.update

aiplatform.artifacts.*

  • aiplatform.artifacts.create
  • aiplatform.artifacts.delete
  • aiplatform.artifacts.get
  • aiplatform.artifacts.list
  • aiplatform.artifacts.update

aiplatform.batchPredictionJobs.*

  • aiplatform.batchPredictionJobs.cancel
  • aiplatform.batchPredictionJobs.create
  • aiplatform.batchPredictionJobs.delete
  • aiplatform.batchPredictionJobs.get
  • aiplatform.batchPredictionJobs.list

aiplatform.cacheConfigs.get

aiplatform.cachedContents.*

  • aiplatform.cachedContents.create
  • aiplatform.cachedContents.delete
  • aiplatform.cachedContents.get
  • aiplatform.cachedContents.list
  • aiplatform.cachedContents.update

aiplatform.consents.get

aiplatform.contexts.*

  • aiplatform.contexts.addContextArtifactsAndExecutions
  • aiplatform.contexts.addContextChildren
  • aiplatform.contexts.create
  • aiplatform.contexts.delete
  • aiplatform.contexts.get
  • aiplatform.contexts.list
  • aiplatform.contexts.queryContextLineageSubgraph
  • aiplatform.contexts.update

aiplatform.customJobs.*

  • aiplatform.customJobs.cancel
  • aiplatform.customJobs.create
  • aiplatform.customJobs.delete
  • aiplatform.customJobs.get
  • aiplatform.customJobs.list

aiplatform.dataItems.*

  • aiplatform.dataItems.create
  • aiplatform.dataItems.delete
  • aiplatform.dataItems.get
  • aiplatform.dataItems.list
  • aiplatform.dataItems.update

aiplatform.dataLabelingJobs.*

  • aiplatform.dataLabelingJobs.cancel
  • aiplatform.dataLabelingJobs.create
  • aiplatform.dataLabelingJobs.delete
  • aiplatform.dataLabelingJobs.get
  • aiplatform.dataLabelingJobs.list

aiplatform.datasetVersions.*

  • aiplatform.datasetVersions.create
  • aiplatform.datasetVersions.delete
  • aiplatform.datasetVersions.get
  • aiplatform.datasetVersions.list
  • aiplatform.datasetVersions.restore

aiplatform.datasets.*

  • aiplatform.datasets.create
  • aiplatform.datasets.delete
  • aiplatform.datasets.export
  • aiplatform.datasets.get
  • aiplatform.datasets.import
  • aiplatform.datasets.list
  • aiplatform.datasets.update

aiplatform.deploymentResourcePools.*

  • aiplatform.deploymentResourcePools.create
  • aiplatform.deploymentResourcePools.delete
  • aiplatform.deploymentResourcePools.get
  • aiplatform.deploymentResourcePools.list
  • aiplatform.deploymentResourcePools.queryDeployedModels
  • aiplatform.deploymentResourcePools.update

aiplatform.edgeDeploymentJobs.*

  • aiplatform.edgeDeploymentJobs.create
  • aiplatform.edgeDeploymentJobs.delete
  • aiplatform.edgeDeploymentJobs.get
  • aiplatform.edgeDeploymentJobs.list

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.*

  • aiplatform.edgeDevices.create
  • aiplatform.edgeDevices.delete
  • aiplatform.edgeDevices.get
  • aiplatform.edgeDevices.list
  • aiplatform.edgeDevices.update

aiplatform.endpoints.create

aiplatform.endpoints.delete

aiplatform.endpoints.deploy

aiplatform.endpoints.explain

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.endpoints.predict

aiplatform.endpoints.undeploy

aiplatform.endpoints.update

aiplatform.entityTypes.create

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.list

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.evaluationExperiments.*

  • aiplatform.evaluationExperiments.create
  • aiplatform.evaluationExperiments.delete
  • aiplatform.evaluationExperiments.get
  • aiplatform.evaluationExperiments.list
  • aiplatform.evaluationExperiments.update

aiplatform.evaluationItems.*

  • aiplatform.evaluationItems.create
  • aiplatform.evaluationItems.delete
  • aiplatform.evaluationItems.get
  • aiplatform.evaluationItems.list
  • aiplatform.evaluationItems.update

aiplatform.evaluationMetrics.*

  • aiplatform.evaluationMetrics.create
  • aiplatform.evaluationMetrics.delete
  • aiplatform.evaluationMetrics.get
  • aiplatform.evaluationMetrics.list

aiplatform.evaluationRuns.*

  • aiplatform.evaluationRuns.cancel
  • aiplatform.evaluationRuns.create
  • aiplatform.evaluationRuns.delete
  • aiplatform.evaluationRuns.execute
  • aiplatform.evaluationRuns.get
  • aiplatform.evaluationRuns.list
  • aiplatform.evaluationRuns.update

aiplatform.evaluationSets.*

  • aiplatform.evaluationSets.create
  • aiplatform.evaluationSets.delete
  • aiplatform.evaluationSets.get
  • aiplatform.evaluationSets.import
  • aiplatform.evaluationSets.list
  • aiplatform.evaluationSets.update

aiplatform.exampleStores.*

  • aiplatform.exampleStores.create
  • aiplatform.exampleStores.delete
  • aiplatform.exampleStores.get
  • aiplatform.exampleStores.list
  • aiplatform.exampleStores.readExample
  • aiplatform.exampleStores.update
  • aiplatform.exampleStores.writeExample

aiplatform.executions.*

  • aiplatform.executions.addExecutionEvents
  • aiplatform.executions.create
  • aiplatform.executions.delete
  • aiplatform.executions.get
  • aiplatform.executions.list
  • aiplatform.executions.queryExecutionInputsAndOutputs
  • aiplatform.executions.update

aiplatform.extensions.*

  • aiplatform.extensions.delete
  • aiplatform.extensions.execute
  • aiplatform.extensions.get
  • aiplatform.extensions.import
  • aiplatform.extensions.list
  • aiplatform.extensions.update

aiplatform.featureGroups.create

aiplatform.featureGroups.delete

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureGroups.update

aiplatform.featureMonitorJobs.*

  • aiplatform.featureMonitorJobs.create
  • aiplatform.featureMonitorJobs.get
  • aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.*

  • aiplatform.featureMonitors.create
  • aiplatform.featureMonitors.delete
  • aiplatform.featureMonitors.get
  • aiplatform.featureMonitors.list
  • aiplatform.featureMonitors.update

aiplatform.featureOnlineStores.create

aiplatform.featureOnlineStores.delete

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureOnlineStores.update

aiplatform.featureViewSyncs.*

  • aiplatform.featureViewSyncs.get
  • aiplatform.featureViewSyncs.list

aiplatform.featureViews.create

aiplatform.featureViews.delete

aiplatform.featureViews.directWrite

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.featureViews.sync

aiplatform.featureViews.update

aiplatform.features.*

  • aiplatform.features.create
  • aiplatform.features.delete
  • aiplatform.features.get
  • aiplatform.features.list
  • aiplatform.features.update

aiplatform.featurestores.batchReadFeatureValues

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.exportFeatures

aiplatform.featurestores.get

aiplatform.featurestores.importFeatures

aiplatform.featurestores.list

aiplatform.featurestores.readFeatures

aiplatform.featurestores.update

aiplatform.featurestores.writeFeatures

aiplatform.humanInTheLoops.*

  • aiplatform.humanInTheLoops.cancel
  • aiplatform.humanInTheLoops.create
  • aiplatform.humanInTheLoops.delete
  • aiplatform.humanInTheLoops.get
  • aiplatform.humanInTheLoops.list
  • aiplatform.humanInTheLoops.queryAnnotationStats
  • aiplatform.humanInTheLoops.send
  • aiplatform.humanInTheLoops.update

aiplatform.hyperparameterTuningJobs.*

  • aiplatform.hyperparameterTuningJobs.cancel
  • aiplatform.hyperparameterTuningJobs.create
  • aiplatform.hyperparameterTuningJobs.delete
  • aiplatform.hyperparameterTuningJobs.get
  • aiplatform.hyperparameterTuningJobs.list

aiplatform.indexEndpoints.*

  • aiplatform.indexEndpoints.create
  • aiplatform.indexEndpoints.delete
  • aiplatform.indexEndpoints.deploy
  • aiplatform.indexEndpoints.get
  • aiplatform.indexEndpoints.list
  • aiplatform.indexEndpoints.queryVectors
  • aiplatform.indexEndpoints.undeploy
  • aiplatform.indexEndpoints.update

aiplatform.indexes.*

  • aiplatform.indexes.create
  • aiplatform.indexes.delete
  • aiplatform.indexes.get
  • aiplatform.indexes.list
  • aiplatform.indexes.update

aiplatform.locations.*

  • aiplatform.locations.evaluateInstances
  • aiplatform.locations.get
  • aiplatform.locations.list

aiplatform.memories.*

  • aiplatform.memories.create
  • aiplatform.memories.delete
  • aiplatform.memories.generate
  • aiplatform.memories.get
  • aiplatform.memories.list
  • aiplatform.memories.retrieve
  • aiplatform.memories.update

aiplatform.memoryRevisions.*

  • aiplatform.memoryRevisions.get
  • aiplatform.memoryRevisions.list
  • aiplatform.memoryRevisions.rollback

aiplatform.metadataSchemas.*

  • aiplatform.metadataSchemas.create
  • aiplatform.metadataSchemas.delete
  • aiplatform.metadataSchemas.get
  • aiplatform.metadataSchemas.list

aiplatform.metadataStores.*

  • aiplatform.metadataStores.create
  • aiplatform.metadataStores.delete
  • aiplatform.metadataStores.get
  • aiplatform.metadataStores.list

aiplatform.modelDeploymentMonitoringJobs.*

  • aiplatform.modelDeploymentMonitoringJobs.create
  • aiplatform.modelDeploymentMonitoringJobs.delete
  • aiplatform.modelDeploymentMonitoringJobs.get
  • aiplatform.modelDeploymentMonitoringJobs.list
  • aiplatform.modelDeploymentMonitoringJobs.pause
  • aiplatform.modelDeploymentMonitoringJobs.resume
  • aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies
  • aiplatform.modelDeploymentMonitoringJobs.update

aiplatform.modelEvaluationSlices.*

  • aiplatform.modelEvaluationSlices.get
  • aiplatform.modelEvaluationSlices.import
  • aiplatform.modelEvaluationSlices.list

aiplatform.modelEvaluations.*

  • aiplatform.modelEvaluations.exportEvaluatedDataItems
  • aiplatform.modelEvaluations.get
  • aiplatform.modelEvaluations.import
  • aiplatform.modelEvaluations.list

aiplatform.modelMonitoringJobs.*

  • aiplatform.modelMonitoringJobs.create
  • aiplatform.modelMonitoringJobs.delete
  • aiplatform.modelMonitoringJobs.get
  • aiplatform.modelMonitoringJobs.list

aiplatform.modelMonitors.*

  • aiplatform.modelMonitors.create
  • aiplatform.modelMonitors.delete
  • aiplatform.modelMonitors.get
  • aiplatform.modelMonitors.list
  • aiplatform.modelMonitors.searchModelMonitoringAlerts
  • aiplatform.modelMonitors.searchModelMonitoringStats
  • aiplatform.modelMonitors.update

aiplatform.models.*

  • aiplatform.models.delete
  • aiplatform.models.export
  • aiplatform.models.get
  • aiplatform.models.list
  • aiplatform.models.update
  • aiplatform.models.upload

aiplatform.monitoredAgents.*

  • aiplatform.monitoredAgents.disable
  • aiplatform.monitoredAgents.enable
  • aiplatform.monitoredAgents.get
  • aiplatform.monitoredAgents.list

aiplatform.nasJobs.*

  • aiplatform.nasJobs.cancel
  • aiplatform.nasJobs.create
  • aiplatform.nasJobs.delete
  • aiplatform.nasJobs.get
  • aiplatform.nasJobs.list

aiplatform.nasTrialDetails.*

  • aiplatform.nasTrialDetails.get
  • aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.create

aiplatform.notebookRuntimeTemplates.delete

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

  • aiplatform.notebookRuntimes.assign
  • aiplatform.notebookRuntimes.delete
  • aiplatform.notebookRuntimes.get
  • aiplatform.notebookRuntimes.list
  • aiplatform.notebookRuntimes.start
  • aiplatform.notebookRuntimes.update
  • aiplatform.notebookRuntimes.upgrade

aiplatform.onlineEvaluators.*

  • aiplatform.onlineEvaluators.create
  • aiplatform.onlineEvaluators.delete
  • aiplatform.onlineEvaluators.get
  • aiplatform.onlineEvaluators.list
  • aiplatform.onlineEvaluators.update

aiplatform.operations.list

aiplatform.persistentResources.get

aiplatform.persistentResources.list

aiplatform.pipelineJobs.*

  • aiplatform.pipelineJobs.cancel
  • aiplatform.pipelineJobs.create
  • aiplatform.pipelineJobs.delete
  • aiplatform.pipelineJobs.get
  • aiplatform.pipelineJobs.list

aiplatform.provisionedThroughputRevisions.*

  • aiplatform.provisionedThroughputRevisions.get
  • aiplatform.provisionedThroughputRevisions.list

aiplatform.provisionedThroughputs.get

aiplatform.provisionedThroughputs.list

aiplatform.ragCorpora.*

  • aiplatform.ragCorpora.create
  • aiplatform.ragCorpora.delete
  • aiplatform.ragCorpora.get
  • aiplatform.ragCorpora.list
  • aiplatform.ragCorpora.query
  • aiplatform.ragCorpora.update

aiplatform.ragEngineConfigs.get

aiplatform.ragFiles.*

  • aiplatform.ragFiles.delete
  • aiplatform.ragFiles.get
  • aiplatform.ragFiles.import
  • aiplatform.ragFiles.list
  • aiplatform.ragFiles.upload

aiplatform.reasoningEngineRuntimeRevisions.*

  • aiplatform.reasoningEngineRuntimeRevisions.delete
  • aiplatform.reasoningEngineRuntimeRevisions.get
  • aiplatform.reasoningEngineRuntimeRevisions.list
  • aiplatform.reasoningEngineRuntimeRevisions.query

aiplatform.reasoningEngines.create

aiplatform.reasoningEngines.delete

aiplatform.reasoningEngines.get

aiplatform.reasoningEngines.list

aiplatform.reasoningEngines.query

aiplatform.reasoningEngines.update

aiplatform.sandboxEnvironments.*

  • aiplatform.sandboxEnvironments.create
  • aiplatform.sandboxEnvironments.delete
  • aiplatform.sandboxEnvironments.execute
  • aiplatform.sandboxEnvironments.get
  • aiplatform.sandboxEnvironments.list

aiplatform.schedules.*

  • aiplatform.schedules.create
  • aiplatform.schedules.delete
  • aiplatform.schedules.get
  • aiplatform.schedules.list
  • aiplatform.schedules.update

aiplatform.semanticGovernancePolicies.*

  • aiplatform.semanticGovernancePolicies.create
  • aiplatform.semanticGovernancePolicies.delete
  • aiplatform.semanticGovernancePolicies.get
  • aiplatform.semanticGovernancePolicies.list
  • aiplatform.semanticGovernancePolicies.update

aiplatform.semanticGovernancePolicyEngine.*

  • aiplatform.semanticGovernancePolicyEngine.get
  • aiplatform.semanticGovernancePolicyEngine.update

aiplatform.sessionEvents.*

  • aiplatform.sessionEvents.append
  • aiplatform.sessionEvents.list

aiplatform.sessions.*

  • aiplatform.sessions.create
  • aiplatform.sessions.delete
  • aiplatform.sessions.get
  • aiplatform.sessions.list
  • aiplatform.sessions.run
  • aiplatform.sessions.update

aiplatform.specialistPools.*

  • aiplatform.specialistPools.create
  • aiplatform.specialistPools.delete
  • aiplatform.specialistPools.get
  • aiplatform.specialistPools.list
  • aiplatform.specialistPools.update

aiplatform.studies.*

  • aiplatform.studies.create
  • aiplatform.studies.delete
  • aiplatform.studies.get
  • aiplatform.studies.list
  • aiplatform.studies.update

aiplatform.tasks.*

  • aiplatform.tasks.cancel
  • aiplatform.tasks.create
  • aiplatform.tasks.delete
  • aiplatform.tasks.get
  • aiplatform.tasks.list
  • aiplatform.tasks.update

aiplatform.tensorboardExperiments.*

  • aiplatform.tensorboardExperiments.create
  • aiplatform.tensorboardExperiments.delete
  • aiplatform.tensorboardExperiments.get
  • aiplatform.tensorboardExperiments.list
  • aiplatform.tensorboardExperiments.update
  • aiplatform.tensorboardExperiments.write

aiplatform.tensorboardRuns.*

  • aiplatform.tensorboardRuns.batchCreate
  • aiplatform.tensorboardRuns.create
  • aiplatform.tensorboardRuns.delete
  • aiplatform.tensorboardRuns.get
  • aiplatform.tensorboardRuns.list
  • aiplatform.tensorboardRuns.update
  • aiplatform.tensorboardRuns.write

aiplatform.tensorboardTimeSeries.*

  • aiplatform.tensorboardTimeSeries.batchCreate
  • aiplatform.tensorboardTimeSeries.batchRead
  • aiplatform.tensorboardTimeSeries.create
  • aiplatform.tensorboardTimeSeries.delete
  • aiplatform.tensorboardTimeSeries.get
  • aiplatform.tensorboardTimeSeries.list
  • aiplatform.tensorboardTimeSeries.read
  • aiplatform.tensorboardTimeSeries.update

aiplatform.tensorboards.create

aiplatform.tensorboards.delete

aiplatform.tensorboards.get

aiplatform.tensorboards.list

aiplatform.tensorboards.update

aiplatform.trainingPipelines.*

  • aiplatform.trainingPipelines.cancel
  • aiplatform.trainingPipelines.create
  • aiplatform.trainingPipelines.delete
  • aiplatform.trainingPipelines.get
  • aiplatform.trainingPipelines.list

aiplatform.trials.*

  • aiplatform.trials.create
  • aiplatform.trials.delete
  • aiplatform.trials.get
  • aiplatform.trials.list
  • aiplatform.trials.update

aiplatform.tuningJobs.*

  • aiplatform.tuningJobs.cancel
  • aiplatform.tuningJobs.create
  • aiplatform.tuningJobs.delete
  • aiplatform.tuningJobs.get
  • aiplatform.tuningJobs.list
  • aiplatform.tuningJobs.optimizePrompt
  • aiplatform.tuningJobs.validateReinforcementTuningReward
  • aiplatform.tuningJobs.vertexTune

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.viewer)

Grants access to view all resource in Agent Platform.

aiplatform.agentAnomalyDetectionScopes.get

aiplatform.agentAnomalyDetectionScopes.list

aiplatform.agentExamples.get

aiplatform.agentExamples.list

aiplatform.agents.get

aiplatform.agents.list

aiplatform.analyzedInvocations.*

  • aiplatform.analyzedInvocations.get
  • aiplatform.analyzedInvocations.list

aiplatform.analyzedSessions.*

  • aiplatform.analyzedSessions.aggregate
  • aiplatform.analyzedSessions.get
  • aiplatform.analyzedSessions.list

aiplatform.annotationSpecs.get

aiplatform.annotationSpecs.list

aiplatform.annotations.get

aiplatform.annotations.list

aiplatform.apps.get

aiplatform.apps.list

aiplatform.artifacts.get

aiplatform.artifacts.list

aiplatform.batchPredictionJobs.get

aiplatform.batchPredictionJobs.list

aiplatform.cacheConfigs.get

aiplatform.cachedContents.get

aiplatform.cachedContents.list

aiplatform.consents.get

aiplatform.contexts.get

aiplatform.contexts.list

aiplatform.contexts.queryContextLineageSubgraph

aiplatform.customJobs.get

aiplatform.customJobs.list

aiplatform.dataItems.get

aiplatform.dataItems.list

aiplatform.dataLabelingJobs.get

aiplatform.dataLabelingJobs.list

aiplatform.datasetVersions.get

aiplatform.datasetVersions.list

aiplatform.datasets.get

aiplatform.datasets.list

aiplatform.deploymentResourcePools.get

aiplatform.deploymentResourcePools.list

aiplatform.deploymentResourcePools.queryDeployedModels

aiplatform.edgeDeploymentJobs.get

aiplatform.edgeDeploymentJobs.list

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.get

aiplatform.edgeDevices.list

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.entityTypes.get

aiplatform.entityTypes.list

aiplatform.evaluationExperiments.get

aiplatform.evaluationExperiments.list

aiplatform.evaluationItems.get

aiplatform.evaluationItems.list

aiplatform.evaluationMetrics.get

aiplatform.evaluationMetrics.list

aiplatform.evaluationRuns.get

aiplatform.evaluationRuns.list

aiplatform.evaluationSets.get

aiplatform.evaluationSets.list

aiplatform.exampleStores.get

aiplatform.exampleStores.list

aiplatform.exampleStores.readExample

aiplatform.executions.get

aiplatform.executions.list

aiplatform.executions.queryExecutionInputsAndOutputs

aiplatform.extensions.get

aiplatform.extensions.list

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureMonitorJobs.get

aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.get

aiplatform.featureMonitors.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

  • aiplatform.featureViewSyncs.get
  • aiplatform.featureViewSyncs.list

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.get

aiplatform.featurestores.list

aiplatform.humanInTheLoops.get

aiplatform.humanInTheLoops.list

aiplatform.hyperparameterTuningJobs.get

aiplatform.hyperparameterTuningJobs.list

aiplatform.indexEndpoints.get

aiplatform.indexEndpoints.list

aiplatform.indexEndpoints.queryVectors

aiplatform.indexes.get

aiplatform.indexes.list

aiplatform.locations.get

aiplatform.locations.list

aiplatform.memories.get

aiplatform.memories.list

aiplatform.memoryRevisions.get

aiplatform.memoryRevisions.list

aiplatform.metadataSchemas.get

aiplatform.metadataSchemas.list

aiplatform.metadataStores.get

aiplatform.metadataStores.list

aiplatform.modelDeploymentMonitoringJobs.get

aiplatform.modelDeploymentMonitoringJobs.list

aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies

aiplatform.modelEvaluationSlices.get

aiplatform.modelEvaluationSlices.list

aiplatform.modelEvaluations.get

aiplatform.modelEvaluations.list

aiplatform.modelMonitoringJobs.get

aiplatform.modelMonitoringJobs.list

aiplatform.modelMonitors.get

aiplatform.modelMonitors.list

aiplatform.modelMonitors.searchModelMonitoringAlerts

aiplatform.modelMonitors.searchModelMonitoringStats

aiplatform.models.get

aiplatform.models.list

aiplatform.monitoredAgents.get

aiplatform.monitoredAgents.list

aiplatform.nasJobs.get

aiplatform.nasJobs.list

aiplatform.nasTrialDetails.*

  • aiplatform.nasTrialDetails.get
  • aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.get

aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimes.get

aiplatform.notebookRuntimes.list

aiplatform.onlineEvaluators.get

aiplatform.onlineEvaluators.list

aiplatform.operations.list

aiplatform.persistentResources.get

aiplatform.persistentResources.list

aiplatform.pipelineJobs.get

aiplatform.pipelineJobs.list

aiplatform.provisionedThroughputRevisions.*

  • aiplatform.provisionedThroughputRevisions.get
  • aiplatform.provisionedThroughputRevisions.list

aiplatform.provisionedThroughputs.get

aiplatform.provisionedThroughputs.list

aiplatform.ragCorpora.get

aiplatform.ragCorpora.list

aiplatform.ragCorpora.query

aiplatform.ragEngineConfigs.get

aiplatform.ragFiles.get

aiplatform.ragFiles.list

aiplatform.reasoningEngineRuntimeRevisions.get

aiplatform.reasoningEngineRuntimeRevisions.list

aiplatform.reasoningEngines.get

aiplatform.reasoningEngines.list

aiplatform.reasoningEngines.query

aiplatform.sandboxEnvironments.get

aiplatform.sandboxEnvironments.list

aiplatform.schedules.get

aiplatform.schedules.list

aiplatform.semanticGovernancePolicies.get

aiplatform.semanticGovernancePolicies.list

aiplatform.semanticGovernancePolicyEngine.get

aiplatform.sessionEvents.list

aiplatform.sessions.get

aiplatform.sessions.list

aiplatform.specialistPools.get

aiplatform.specialistPools.list

aiplatform.specialistPools.update

aiplatform.studies.get

aiplatform.studies.list

aiplatform.tasks.get

aiplatform.tasks.list

aiplatform.tensorboardExperiments.get

aiplatform.tensorboardExperiments.list

aiplatform.tensorboardRuns.get

aiplatform.tensorboardRuns.list

aiplatform.tensorboardTimeSeries.batchRead

aiplatform.tensorboardTimeSeries.get

aiplatform.tensorboardTimeSeries.list

aiplatform.tensorboardTimeSeries.read

aiplatform.tensorboards.get

aiplatform.tensorboards.list

aiplatform.trainingPipelines.get

aiplatform.trainingPipelines.list

aiplatform.trials.get

aiplatform.trials.list

aiplatform.tuningJobs.get

aiplatform.tuningJobs.list

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.colabEnterpriseAdmin)

Admin role of using colab enterprise.

aiplatform.locations.get

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.*

  • aiplatform.notebookRuntimeTemplates.apply
  • aiplatform.notebookRuntimeTemplates.create
  • aiplatform.notebookRuntimeTemplates.delete
  • aiplatform.notebookRuntimeTemplates.get
  • aiplatform.notebookRuntimeTemplates.getIamPolicy
  • aiplatform.notebookRuntimeTemplates.list
  • aiplatform.notebookRuntimeTemplates.setIamPolicy
  • aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

  • aiplatform.notebookRuntimes.assign
  • aiplatform.notebookRuntimes.delete
  • aiplatform.notebookRuntimes.get
  • aiplatform.notebookRuntimes.list
  • aiplatform.notebookRuntimes.start
  • aiplatform.notebookRuntimes.update
  • aiplatform.notebookRuntimes.upgrade

aiplatform.operations.list

aiplatform.pipelineJobs.create

aiplatform.schedules.*

  • aiplatform.schedules.create
  • aiplatform.schedules.delete
  • aiplatform.schedules.get
  • aiplatform.schedules.list
  • aiplatform.schedules.update

compute.reservations.get

compute.reservations.list

dataform.*

  • dataform.commentThreads.create
  • dataform.commentThreads.delete
  • dataform.commentThreads.get
  • dataform.commentThreads.list
  • dataform.commentThreads.update
  • dataform.comments.create
  • dataform.comments.delete
  • dataform.comments.get
  • dataform.comments.list
  • dataform.comments.update
  • dataform.compilationResults.create
  • dataform.compilationResults.get
  • dataform.compilationResults.list
  • dataform.compilationResults.query
  • dataform.config.get
  • dataform.config.update
  • dataform.folders.addContents
  • dataform.folders.create
  • dataform.folders.delete
  • dataform.folders.deleteTree
  • dataform.folders.get
  • dataform.folders.getIamPolicy
  • dataform.folders.move
  • dataform.folders.queryContents
  • dataform.folders.setIamPolicy
  • dataform.folders.update
  • dataform.locations.get
  • dataform.locations.list
  • dataform.operations.cancel
  • dataform.operations.delete
  • dataform.operations.get
  • dataform.operations.list
  • dataform.releaseConfigs.create
  • dataform.releaseConfigs.delete
  • dataform.releaseConfigs.get
  • dataform.releaseConfigs.list
  • dataform.releaseConfigs.update
  • dataform.repositories.commit
  • dataform.repositories.computeAccessTokenStatus
  • dataform.repositories.create
  • dataform.repositories.createTagBinding
  • dataform.repositories.delete
  • dataform.repositories.deleteTagBinding
  • dataform.repositories.fetchHistory
  • dataform.repositories.fetchRemoteBranches
  • dataform.repositories.get
  • dataform.repositories.getIamPolicy
  • dataform.repositories.list
  • dataform.repositories.listEffectiveTags
  • dataform.repositories.listTagBindings
  • dataform.repositories.move
  • dataform.repositories.queryDirectoryContents
  • dataform.repositories.readFile
  • dataform.repositories.scheduleRelease
  • dataform.repositories.scheduleWorkflow
  • dataform.repositories.setIamPolicy
  • dataform.repositories.update
  • dataform.teamFolders.create
  • dataform.teamFolders.delete
  • dataform.teamFolders.deleteTree
  • dataform.teamFolders.get
  • dataform.teamFolders.getIamPolicy
  • dataform.teamFolders.setIamPolicy
  • dataform.teamFolders.update
  • dataform.workflowConfigs.create
  • dataform.workflowConfigs.delete
  • dataform.workflowConfigs.get
  • dataform.workflowConfigs.list
  • dataform.workflowConfigs.update
  • dataform.workflowInvocations.cancel
  • dataform.workflowInvocations.create
  • dataform.workflowInvocations.delete
  • dataform.workflowInvocations.get
  • dataform.workflowInvocations.list
  • dataform.workflowInvocations.query
  • dataform.workspaces.commit
  • dataform.workspaces.create
  • dataform.workspaces.delete
  • dataform.workspaces.fetchFileDiff
  • dataform.workspaces.fetchFileGitStatuses
  • dataform.workspaces.fetchGitAheadBehind
  • dataform.workspaces.get
  • dataform.workspaces.getIamPolicy
  • dataform.workspaces.installNpmPackages
  • dataform.workspaces.list
  • dataform.workspaces.makeDirectory
  • dataform.workspaces.moveDirectory
  • dataform.workspaces.moveFile
  • dataform.workspaces.pull
  • dataform.workspaces.push
  • dataform.workspaces.queryDirectoryContents
  • dataform.workspaces.readFile
  • dataform.workspaces.removeDirectory
  • dataform.workspaces.removeFile
  • dataform.workspaces.reset
  • dataform.workspaces.searchFiles
  • dataform.workspaces.setIamPolicy
  • dataform.workspaces.writeFile

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.colabEnterpriseUser)

User role of using colab enterprise.

aiplatform.locations.get

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.getIamPolicy

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimes.assign

aiplatform.notebookRuntimes.get

aiplatform.notebookRuntimes.list

aiplatform.operations.list

aiplatform.pipelineJobs.create

aiplatform.schedules.*

  • aiplatform.schedules.create
  • aiplatform.schedules.delete
  • aiplatform.schedules.get
  • aiplatform.schedules.list
  • aiplatform.schedules.update

dataform.commentThreads.get

dataform.commentThreads.list

dataform.comments.get

dataform.comments.list

dataform.folders.create

dataform.locations.*

  • dataform.locations.get
  • dataform.locations.list

dataform.repositories.create

dataform.repositories.list

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.entityTypeOwner)

Provides full access to all permissions for a particular entity type resource.

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.getIamPolicy

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.setIamPolicy

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureMonitorJobs.get

aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.get

aiplatform.featureMonitors.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

  • aiplatform.featureViewSyncs.get
  • aiplatform.featureViewSyncs.list

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.*

  • aiplatform.features.create
  • aiplatform.features.delete
  • aiplatform.features.get
  • aiplatform.features.list
  • aiplatform.features.update

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.expressAdmin)

Grants admin access to Agent Platform Express.

aiplatform.batchPredictionJobs.*

  • aiplatform.batchPredictionJobs.cancel
  • aiplatform.batchPredictionJobs.create
  • aiplatform.batchPredictionJobs.delete
  • aiplatform.batchPredictionJobs.get
  • aiplatform.batchPredictionJobs.list

aiplatform.datasetVersions.*

  • aiplatform.datasetVersions.create
  • aiplatform.datasetVersions.delete
  • aiplatform.datasetVersions.get
  • aiplatform.datasetVersions.list
  • aiplatform.datasetVersions.restore

aiplatform.datasets.create

aiplatform.datasets.delete

aiplatform.datasets.get

aiplatform.datasets.list

aiplatform.datasets.update

aiplatform.endpoints.predict

aiplatform.locations.evaluateInstances

aiplatform.memories.*

  • aiplatform.memories.create
  • aiplatform.memories.delete
  • aiplatform.memories.generate
  • aiplatform.memories.get
  • aiplatform.memories.list
  • aiplatform.memories.retrieve
  • aiplatform.memories.update

aiplatform.operations.list

aiplatform.reasoningEngines.create

aiplatform.reasoningEngines.delete

aiplatform.reasoningEngines.get

aiplatform.reasoningEngines.list

aiplatform.reasoningEngines.query

aiplatform.reasoningEngines.update

aiplatform.sandboxEnvironments.*

  • aiplatform.sandboxEnvironments.create
  • aiplatform.sandboxEnvironments.delete
  • aiplatform.sandboxEnvironments.execute
  • aiplatform.sandboxEnvironments.get
  • aiplatform.sandboxEnvironments.list

aiplatform.sessionEvents.*

  • aiplatform.sessionEvents.append
  • aiplatform.sessionEvents.list

aiplatform.sessions.create

aiplatform.sessions.delete

aiplatform.sessions.get

aiplatform.sessions.list

aiplatform.sessions.update

(roles/aiplatform.featurestoreAdmin)

Grants full access to all resources in Agent Platform Feature Store.

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.*

  • aiplatform.entityTypes.create
  • aiplatform.entityTypes.delete
  • aiplatform.entityTypes.deleteFeatureValues
  • aiplatform.entityTypes.exportFeatureValues
  • aiplatform.entityTypes.get
  • aiplatform.entityTypes.getIamPolicy
  • aiplatform.entityTypes.importFeatureValues
  • aiplatform.entityTypes.list
  • aiplatform.entityTypes.readFeatureValues
  • aiplatform.entityTypes.setIamPolicy
  • aiplatform.entityTypes.streamingReadFeatureValues
  • aiplatform.entityTypes.update
  • aiplatform.entityTypes.writeFeatureValues

aiplatform.featureGroups.*

  • aiplatform.featureGroups.create
  • aiplatform.featureGroups.delete
  • aiplatform.featureGroups.get
  • aiplatform.featureGroups.getIamPolicy
  • aiplatform.featureGroups.list
  • aiplatform.featureGroups.setIamPolicy
  • aiplatform.featureGroups.update

aiplatform.featureMonitorJobs.*

  • aiplatform.featureMonitorJobs.create
  • aiplatform.featureMonitorJobs.get
  • aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.*

  • aiplatform.featureMonitors.create
  • aiplatform.featureMonitors.delete
  • aiplatform.featureMonitors.get
  • aiplatform.featureMonitors.list
  • aiplatform.featureMonitors.update

aiplatform.featureOnlineStores.*

  • aiplatform.featureOnlineStores.create
  • aiplatform.featureOnlineStores.delete
  • aiplatform.featureOnlineStores.get
  • aiplatform.featureOnlineStores.getIamPolicy
  • aiplatform.featureOnlineStores.list
  • aiplatform.featureOnlineStores.setIamPolicy
  • aiplatform.featureOnlineStores.update

aiplatform.featureViewSyncs.*

  • aiplatform.featureViewSyncs.get
  • aiplatform.featureViewSyncs.list

aiplatform.featureViews.*

  • aiplatform.featureViews.create
  • aiplatform.featureViews.delete
  • aiplatform.featureViews.directWrite
  • aiplatform.featureViews.fetchFeatureValues
  • aiplatform.featureViews.get
  • aiplatform.featureViews.getIamPolicy
  • aiplatform.featureViews.list
  • aiplatform.featureViews.searchNearestEntities
  • aiplatform.featureViews.setIamPolicy
  • aiplatform.featureViews.sync
  • aiplatform.featureViews.update

aiplatform.features.*

  • aiplatform.features.create
  • aiplatform.features.delete
  • aiplatform.features.get
  • aiplatform.features.list
  • aiplatform.features.update

aiplatform.featurestores.*

  • aiplatform.featurestores.batchReadFeatureValues
  • aiplatform.featurestores.create
  • aiplatform.featurestores.delete
  • aiplatform.featurestores.exportFeatures
  • aiplatform.featurestores.get
  • aiplatform.featurestores.getIamPolicy
  • aiplatform.featurestores.importFeatures
  • aiplatform.featurestores.list
  • aiplatform.featurestores.readFeatures
  • aiplatform.featurestores.setIamPolicy
  • aiplatform.featurestores.update
  • aiplatform.featurestores.writeFeatures

aiplatform.operations.list

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreDataViewer)

This role provides permissions to read Feature data.

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureMonitorJobs.get

aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.get

aiplatform.featureMonitors.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

  • aiplatform.featureViewSyncs.get
  • aiplatform.featureViewSyncs.list

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreDataWriter)

This role provides permissions to read and write Feature data.

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.writeFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureMonitorJobs.get

aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.get

aiplatform.featureMonitors.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

  • aiplatform.featureViewSyncs.get
  • aiplatform.featureViewSyncs.list

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreInstanceCreator)

Administrator of Featurestore resources, but not the child resources under Featurestores.

Lowest-level resources where you can grant this role:

  • Featurestore

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.get

aiplatform.featurestores.list

aiplatform.featurestores.update

(roles/aiplatform.featurestoreResourceViewer)

Viewer of all resources in Agent Platform Feature Store but cannot make changes.

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.get

aiplatform.entityTypes.list

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureMonitorJobs.get

aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.get

aiplatform.featureMonitors.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

  • aiplatform.featureViewSyncs.get
  • aiplatform.featureViewSyncs.list

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.get

aiplatform.featurestores.list

aiplatform.operations.list

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreUser)

Deprecated. Use featurestoreAdmin instead.

aiplatform.entityTypes.*

  • aiplatform.entityTypes.create
  • aiplatform.entityTypes.delete
  • aiplatform.entityTypes.deleteFeatureValues
  • aiplatform.entityTypes.exportFeatureValues
  • aiplatform.entityTypes.get
  • aiplatform.entityTypes.getIamPolicy
  • aiplatform.entityTypes.importFeatureValues
  • aiplatform.entityTypes.list
  • aiplatform.entityTypes.readFeatureValues
  • aiplatform.entityTypes.setIamPolicy
  • aiplatform.entityTypes.streamingReadFeatureValues
  • aiplatform.entityTypes.update
  • aiplatform.entityTypes.writeFeatureValues

aiplatform.features.*

  • aiplatform.features.create
  • aiplatform.features.delete
  • aiplatform.features.get
  • aiplatform.features.list
  • aiplatform.features.update

aiplatform.featurestores.*

  • aiplatform.featurestores.batchReadFeatureValues
  • aiplatform.featurestores.create
  • aiplatform.featurestores.delete
  • aiplatform.featurestores.exportFeatures
  • aiplatform.featurestores.get
  • aiplatform.featurestores.getIamPolicy
  • aiplatform.featurestores.importFeatures
  • aiplatform.featurestores.list
  • aiplatform.featurestores.readFeatures
  • aiplatform.featurestores.setIamPolicy
  • aiplatform.featurestores.update
  • aiplatform.featurestores.writeFeatures

aiplatform.operations.list

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.memoryEditor)

Grants edit access to Agent Platform Memory Bank.

aiplatform.memories.create

aiplatform.memories.delete

aiplatform.memories.generate

aiplatform.memories.update

aiplatform.memoryRevisions.rollback

(roles/aiplatform.memoryUser)

Grants full user access to Agent Platform Memory Bank.

aiplatform.memories.*

  • aiplatform.memories.create
  • aiplatform.memories.delete
  • aiplatform.memories.generate
  • aiplatform.memories.get
  • aiplatform.memories.list
  • aiplatform.memories.retrieve
  • aiplatform.memories.update

aiplatform.memoryRevisions.*

  • aiplatform.memoryRevisions.get
  • aiplatform.memoryRevisions.list
  • aiplatform.memoryRevisions.rollback

(roles/aiplatform.memoryViewer)

Grants viewer access to Agent Platform Memory Bank.

aiplatform.memories.get

aiplatform.memories.list

aiplatform.memories.retrieve

aiplatform.memoryRevisions.get

aiplatform.memoryRevisions.list

(roles/aiplatform.migrator)

Grants access to use migration service in Agent Platform

aiplatform.migratableResources.*

  • aiplatform.migratableResources.migrate
  • aiplatform.migratableResources.search

(roles/aiplatform.notebookExecutorUser)

Grants users full access to schedules and notebook execution jobs.

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.operations.list

aiplatform.pipelineJobs.create

aiplatform.schedules.*

  • aiplatform.schedules.create
  • aiplatform.schedules.delete
  • aiplatform.schedules.get
  • aiplatform.schedules.list