Access control with IAM

Vertex AI Administrator

( roles/ aiplatform.admin )

Grants full access to all resources in Vertex AI

aiplatform.*

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. 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. 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. 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.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.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. 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. reasoningEngines. create
aiplatform. reasoningEngines. delete
aiplatform. reasoningEngines. get
aiplatform. reasoningEngines. list
aiplatform. reasoningEngines. query
aiplatform. reasoningEngines. update
aiplatform.schedules.create
aiplatform.schedules.delete
aiplatform.schedules.get
aiplatform.schedules.list
aiplatform.schedules.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. 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. vertexTune

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Batch Prediction Service Agent

( roles/ aiplatform.batchPredictionServiceAgent )

Vertex AI Batch Prediction Service Agent for serving batch prediction requests.

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.models.create

bigquery.models.export

bigquery.models.getData

bigquery.readsessions.create

bigquery.readsessions.getData

bigquery.tables.create

bigquery.tables.createSnapshot

bigquery.tables.deleteSnapshot

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery. tables. restoreSnapshot

bigquery.tables.update

bigquery.tables.updateData

storage.buckets.create

storage.buckets.delete

storage.buckets.get

storage.buckets.list

storage.buckets.update

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.list

storage.objects.update

Colab Enterprise Admin

( roles/ aiplatform.colabEnterpriseAdmin )

Admin role of using colab enterprise.

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.locations.get
dataform.locations.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.delete
dataform. repositories. fetchHistory
dataform. repositories. fetchRemoteBranches
dataform.repositories.get
dataform. repositories. getIamPolicy
dataform.repositories.list
dataform. repositories. queryDirectoryContents
dataform.repositories.readFile
dataform. repositories. setIamPolicy
dataform.repositories.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

Colab Enterprise User

( roles/ aiplatform.colabEnterpriseUser )

User role of using colab enterprise.

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.locations.*

dataform.locations.get
dataform.locations.list

dataform.repositories.create

dataform.repositories.list

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Colab Service Agent

( roles/ aiplatform.colabServiceAgent )

Gives Vertex AI Colab the proper permissions to function.

aiplatform. notebookExecutionJobs. create

compute.addresses.get

compute.addresses.list

compute.addresses.use

compute.addresses.useInternal

compute.disks.create

compute.disks.createSnapshot

compute.disks.createTagBinding

compute.disks.delete

compute.disks.get

compute.disks.setLabels

compute.disks.use

compute.disks.useReadOnly

compute.globalOperations.get

compute.instances.attachDisk

compute.instances.create

compute. instances. createTagBinding

compute.instances.delete

compute.instances.detachDisk

compute.instances.get

compute. instances. getGuestAttributes

compute.instances.reset

compute.instances.setLabels

compute.instances.setMetadata

compute. instances. setServiceAccount

compute.instances.setTags

compute.instances.start

compute.instances.stop

compute.instances.useReadOnly

compute.networks.get

compute.networks.use

compute.networks.useExternalIp

compute.snapshots.create

compute.snapshots.delete

compute.snapshots.useReadOnly

compute.subnetworks.get

compute.subnetworks.list

compute.subnetworks.use

compute. subnetworks. useExternalIp

compute.zoneOperations.get

compute.zoneOperations.list

iam.serviceAccounts.actAs

notebooks.instances.create

notebooks.instances.delete

notebooks.instances.get

Vertex AI Custom Code Service Agent

( roles/ aiplatform.customCodeServiceAgent )

Gives Vertex AI Custom Code the proper permissions.

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.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.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.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.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.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.reasoningEngines.*

aiplatform. reasoningEngines. create
aiplatform. reasoningEngines. delete
aiplatform. reasoningEngines. get
aiplatform. reasoningEngines. list
aiplatform. reasoningEngines. query
aiplatform. reasoningEngines. update

aiplatform.schedules.*

aiplatform.schedules.create
aiplatform.schedules.delete
aiplatform.schedules.get
aiplatform.schedules.list
aiplatform.schedules.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. 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. vertexTune

artifactregistry. repositories. downloadArtifacts

artifactregistry. repositories. get

artifactregistry. repositories. list

artifactregistry.tags.get

artifactregistry.versions.get

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.readsessions.create

bigquery.readsessions.getData

bigquery.tables.create

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.update

bigquery.tables.updateData

iam.serviceAccounts.get

iam. serviceAccounts. getAccessToken

iam. serviceAccounts. getOpenIdToken

iam. serviceAccounts. implicitDelegation

iam.serviceAccounts.list

iam.serviceAccounts.signBlob

iam.serviceAccounts.signJwt

logging.logEntries.create

logging.logEntries.route

monitoring. metricDescriptors. create

monitoring. metricDescriptors. get

monitoring. metricDescriptors. list

monitoring. monitoredResourceDescriptors.*

monitoring. monitoredResourceDescriptors. get
monitoring. monitoredResourceDescriptors. list

monitoring.timeSeries.create

resourcemanager.projects.get

resourcemanager.projects.list

serviceusage.services.use

storage.buckets.create

storage.buckets.delete

storage.buckets.get

storage.buckets.list

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.list

storage.objects.update

Vertex AI Feature Store EntityType owner

( 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

Vertex AI Platform Express Admin ^Beta

( roles/ aiplatform.expressAdmin )

Grants admin access to Vertex AI 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.reasoningEngines.*

aiplatform. reasoningEngines. create
aiplatform. reasoningEngines. delete
aiplatform. reasoningEngines. get
aiplatform. reasoningEngines. list
aiplatform. reasoningEngines. query
aiplatform. reasoningEngines. update

aiplatform.sessionEvents.*

aiplatform. sessionEvents. append
aiplatform.sessionEvents.list

aiplatform.sessions.create

aiplatform.sessions.delete

aiplatform.sessions.get

aiplatform.sessions.list

aiplatform.sessions.update

Vertex AI Platform Express User ^Beta

( roles/ aiplatform.expressUser )

Grants user access to Vertex AI Express

aiplatform.endpoints.predict

aiplatform.memories.*

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

aiplatform.reasoningEngines.*

aiplatform. reasoningEngines. create
aiplatform. reasoningEngines. delete
aiplatform. reasoningEngines. get
aiplatform. reasoningEngines. list
aiplatform. reasoningEngines. query
aiplatform. reasoningEngines. update

aiplatform.sessionEvents.*

aiplatform. sessionEvents. append
aiplatform.sessionEvents.list

aiplatform.sessions.create

aiplatform.sessions.delete

aiplatform.sessions.get

aiplatform.sessions.list

aiplatform.sessions.update

Vertex AI Extension Custom Code Service Agent

( roles/ aiplatform.extensionCustomCodeServiceAgent )

Gives Vertex AI Extension that executes custom code the permissions it needs to function.

logging.logEntries.create

logging.logEntries.route

monitoring.timeSeries.create

orgpolicy.policy.get

resourcemanager.projects.get

resourcemanager.projects.list

storage.folders.*

storage.folders.create
storage.folders.delete
storage.folders.get
storage.folders.list
storage.folders.rename

storage.managedFolders.create

storage.managedFolders.delete

storage.managedFolders.get

storage.managedFolders.list

storage.multipartUploads.*

storage.multipartUploads.abort
storage. multipartUploads. create
storage.multipartUploads.list
storage. multipartUploads. listParts

storage.objects.*

storage.objects.create
storage.objects.delete
storage.objects.get
storage.objects.getIamPolicy
storage.objects.list
storage.objects.move
storage. objects. overrideUnlockedRetention
storage.objects.restore
storage.objects.setIamPolicy
storage.objects.setRetention
storage.objects.update

Vertex AI Extension Service Agent

( roles/ aiplatform.extensionServiceAgent )

Gives Vertex AI Extension the permissions it needs to function.

aiplatform.endpoints.predict

aiplatform.locations.get

aiplatform.ragCorpora.query

discoveryengine. servingConfigs. search

iam. serviceAccounts. getAccessToken

iam. serviceAccounts. getOpenIdToken

logging.logEntries.create

logging.logEntries.route

serviceusage.services.use

storage.objects.get

Vertex AI Feature Store Admin

( roles/ aiplatform.featurestoreAdmin )

Grants full access to all resources in Vertex AI 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

Vertex AI Feature Store Data Viewer

( 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

Vertex AI Feature Store Data Writer

( 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

Vertex AI Feature Store Instance Creator

( 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

Vertex AI Feature Store Resource Viewer

( roles/ aiplatform.featurestoreResourceViewer )

Viewer of all resources in Vertex AI 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

Vertex AI Feature Store User ^Beta

( 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

Vertex AI Migration Service User

( roles/ aiplatform.migrator )

Grants access to use migration service in Vertex AI

aiplatform. migratableResources.*

aiplatform. migratableResources. migrate
aiplatform. migratableResources. search

Vertex AI Model Monitoring Service Agent

( roles/ aiplatform.modelMonitoringServiceAgent )

Gives Vertex AI Model Monitoring the permissions it needs to function.

aiplatform. batchPredictionJobs. create

aiplatform. batchPredictionJobs. get

aiplatform. batchPredictionJobs. list

aiplatform. locations. evaluateInstances

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.tables.create

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.update

bigquery.tables.updateData

monitoring. notificationChannels. get

serviceusage.services.use

storage.buckets.create

storage.buckets.delete

storage.buckets.get

storage.buckets.list

storage.buckets.update

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.list

storage.objects.update

Notebook Executor User ^Beta

( 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
aiplatform.schedules.update

Notebook Runtime Admin

( roles/ aiplatform.notebookRuntimeAdmin )

Grants full access to all runtime templates and runtimes in Notebook Service.

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

compute.reservations.get

compute.reservations.list

Notebook Runtime User

( roles/ aiplatform.notebookRuntimeUser )

Grants users permissions to create runtime resources using a runtime template and manage the runtime resources they created.

aiplatform. notebookRuntimeTemplates. apply

aiplatform. notebookRuntimeTemplates. get

aiplatform. notebookRuntimeTemplates. getIamPolicy

aiplatform. notebookRuntimeTemplates. list

aiplatform. notebookRuntimes. assign

aiplatform. notebookRuntimes. get

aiplatform. notebookRuntimes. list

aiplatform.operations.list

Vertex AI Notebook Service Agent

( roles/ aiplatform.notebookServiceAgent )

Vertex AI Service Agent used to run Notebook managed resources in user project with restricted permissions.

logging.logEntries.create

logging.logEntries.route

monitoring. metricDescriptors. create

monitoring. metricDescriptors. get

monitoring. metricDescriptors. list

monitoring. monitoredResourceDescriptors.*

monitoring. monitoredResourceDescriptors. get
monitoring. monitoredResourceDescriptors. list

monitoring.timeSeries.create

Vertex AI Online Prediction Service Agent

( roles/ aiplatform.onlinePredictionServiceAgent )

Gives Vertex AI Online Prediction the permissions it needs to function.

gkehub.features.get

gkehub.features.getIamPolicy

gkehub.features.list

gkehub.fleet.get

gkehub.gateway.delete

gkehub. gateway. generateCredentials

gkehub.gateway.get

gkehub.gateway.patch

gkehub.gateway.post

gkehub.gateway.put

gkehub.locations.*

gkehub.locations.get
gkehub.locations.list

gkehub.memberships.get

gkehub. memberships. getIamPolicy

gkehub.memberships.list

serviceusage.services.get

Vertex AI Platform Provisioned Throughput Admin ^Beta

( roles/ aiplatform.provisionedThroughputAdmin )

Grants access to use all resources related to Vertex AI Provisioned Throughput

aiplatform. provisionedThroughputRevisions.*

aiplatform. provisionedThroughputRevisions. get
aiplatform. provisionedThroughputRevisions. list

aiplatform. provisionedThroughputs.*

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

Vertex AI RAG Data Service Agent

( roles/ aiplatform.ragServiceAgent )

Vertex AI Service Agent used by Vertex RAG to access user imported data, Vertex AI, Document AI processors in the project

aiplatform.endpoints.get

aiplatform.endpoints.predict

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.sync

aiplatform.featureViews.update

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.models.get

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.readsessions.create

bigquery.readsessions.getData

bigquery.tables.create

bigquery.tables.createSnapshot

bigquery.tables.deleteSnapshot

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery. tables. restoreSnapshot

bigquery.tables.update

bigquery.tables.updateData

documentai. processorVersions. processOnline

documentai.processors.get

documentai. processors. processOnline

logging.logEntries.create

logging.logEntries.route

storage.buckets.get

storage.buckets.list

storage.objects.get

storage.objects.list

Vertex AI Rapid Eval Service Agent

( roles/ aiplatform.rapidevalServiceAgent )

Vertex AI Service Agent used by GenAI Rapid Evaluation Service to access publisher model endpoints in the user project

aiplatform.endpoints.predict

Vertex AI Reasoning Engine Service Agent

( roles/ aiplatform.reasoningEngineServiceAgent )

Gives Vertex AI Reasoning Engine the proper permissions to function. The aiplatform.reasoningEngines.create IAM permission implies read access to the GCS objects of the consumer project through this service agent.

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.memories.*

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

aiplatform.sessionEvents.*

aiplatform. sessionEvents. append
aiplatform.sessionEvents.list

aiplatform.sessions.create

aiplatform.sessions.delete

aiplatform.sessions.get

aiplatform.sessions.list

aiplatform.sessions.update

cloudtrace.traces.patch

logging.logEntries.create

logging.logEntries.route

monitoring. metricDescriptors. create

monitoring. metricDescriptors. get

monitoring. metricDescriptors. list

monitoring. monitoredResourceDescriptors.*

monitoring. monitoredResourceDescriptors. get
monitoring. monitoredResourceDescriptors. list

monitoring.timeSeries.create

serviceusage.services.use

storage.buckets.get

storage.buckets.list

storage.objects.get

storage.objects.list

telemetry.traces.write

Vertex AI Service Agent

( roles/ aiplatform.serviceAgent )

Gives Vertex AI the permissions it needs to function.

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.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.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.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.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.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.reasoningEngines.*

aiplatform. reasoningEngines. create
aiplatform. reasoningEngines. delete
aiplatform. reasoningEngines. get
aiplatform. reasoningEngines. list
aiplatform. reasoningEngines. query
aiplatform. reasoningEngines. update

aiplatform.schedules.*

aiplatform.schedules.create
aiplatform.schedules.delete
aiplatform.schedules.get
aiplatform.schedules.list
aiplatform.schedules.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. 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. vertexTune

artifactregistry. repositories. create

artifactregistry. repositories. downloadArtifacts

artifactregistry. repositories. get

artifactregistry. repositories. list

artifactregistry. repositories. uploadArtifacts

artifactregistry.tags.get

artifactregistry.versions.get

automl.datasets.export

automl.datasets.get

automl.datasets.list

automl.modelEvaluations.list

automl.models.get

automl.models.list

automl.operations.get

automl.tableSpecs.get

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.models.create

bigquery.models.export

bigquery.models.getData

bigquery.objectRefs.read

bigquery.readsessions.create

bigquery.readsessions.getData

bigquery.tables.create

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.update

bigquery.tables.updateData

bigtable.tables.get

bigtable.tables.list

bigtable.tables.readRows

compute.addresses.get

compute.addresses.list

compute.addresses.use

compute.addresses.useInternal

compute.disks.create

compute.disks.createSnapshot

compute.disks.createTagBinding

compute.disks.delete

compute.disks.get

compute.disks.setLabels

compute.disks.use

compute.disks.useReadOnly

compute.globalOperations.get

compute.instances.attachDisk

compute.instances.create

compute. instances. createTagBinding

compute.instances.delete

compute.instances.detachDisk

compute.instances.get

compute. instances. getGuestAttributes

compute.instances.list

compute.instances.setLabels

compute.instances.setMetadata

compute. instances. setServiceAccount

compute.instances.setTags

compute.instances.start

compute.instances.stop

compute.instances.useReadOnly

compute.machineTypes.get

compute.networks.get

compute.networks.use

compute.networks.useExternalIp

compute.snapshots.create

compute.snapshots.delete

compute.snapshots.useReadOnly

compute.subnetworks.get

compute.subnetworks.list

compute.subnetworks.use

compute. subnetworks. useExternalIp

compute.zoneOperations.get

dataflow.jobs.*

dataflow.jobs.cancel
dataflow.jobs.create
dataflow.jobs.get
dataflow.jobs.list
dataflow.jobs.snapshot
dataflow.jobs.updateContents

dataflow.messages.list

dataflow.metrics.get

dataflow.snapshots.*

dataflow.snapshots.delete
dataflow.snapshots.get
dataflow.snapshots.list

datalabeling. annotateddatasets. get

datalabeling.datasets.export

datalabeling.datasets.get

datalabeling.datasets.list

datalabeling.operations.get

hypercomputecluster.clusters.*

hypercomputecluster. clusters. create
hypercomputecluster. clusters. delete
hypercomputecluster. clusters. get
hypercomputecluster. clusters. list
hypercomputecluster. clusters. update

hypercomputecluster. locations.*

hypercomputecluster. locations. get
hypercomputecluster. locations. list

hypercomputecluster. operations.*

hypercomputecluster. operations. cancel
hypercomputecluster. operations. delete
hypercomputecluster. operations. get
hypercomputecluster. operations. list

iam.serviceAccounts.actAs

iam. serviceAccounts. getAccessToken

iam. serviceAccounts. getOpenIdToken

logging.logEntries.create

logging.logEntries.route

ml.models.list

ml.operations.get

ml.versions.get

ml.versions.list

monitoring. metricDescriptors. create

monitoring. metricDescriptors. get

monitoring. metricDescriptors. list

monitoring. monitoredResourceDescriptors.*

monitoring. monitoredResourceDescriptors. get
monitoring. monitoredResourceDescriptors. list

monitoring. notificationChannels. get

monitoring.timeSeries.create

notebooks.instances.create

notebooks.instances.delete

notebooks.instances.get

resourcemanager.projects.get

resourcemanager.projects.list

run.executions.delete

run.executions.get

run.jobs.create

run.jobs.delete

run.jobs.get

run.jobs.run

run.jobs.update

run.operations.delete

run.operations.get

run.routes.invoke

run.services.create

run.services.delete

run.services.get

servicemanagement. services. report

serviceusage.services.list

serviceusage.services.use

storage.buckets.create

storage.buckets.delete

storage.buckets.get

storage.buckets.list

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.list

storage.objects.update

Vertex AI Telemetry Service Agent

( roles/ aiplatform.telemetryServiceAgent )

Allows Vertex AI Telemetry Service Agent to access telemetry data.

logging.logEntries.create

logging.logEntries.list

logging.logEntries.route

monitoring. metricDescriptors. create

monitoring. metricDescriptors. get

monitoring. metricDescriptors. list

monitoring. monitoredResourceDescriptors.*

monitoring. monitoredResourceDescriptors. get
monitoring. monitoredResourceDescriptors. list

monitoring.timeSeries.*

monitoring.timeSeries.create
monitoring.timeSeries.list

servicemanagement. services. report

Vertex AI Tensorboard Web App User ^Beta

( roles/ aiplatform.tensorboardWebAppUser )

Grants access to the Vertex AI TensorBoard web app.

aiplatform. tensorboards. recordAccess

Vertex AI Tuning Service Agent

( roles/ aiplatform.tuningServiceAgent )

Vertex AI Service Agent used for tuning in user project.

aiplatform.artifacts.*

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

aiplatform. batchPredictionJobs. cancel

aiplatform. batchPredictionJobs. create

aiplatform. batchPredictionJobs. 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.endpoints.create

aiplatform.endpoints.deploy

aiplatform.endpoints.get

aiplatform. locations. evaluateInstances

aiplatform.locations.get

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.models.get

aiplatform.models.update

aiplatform.models.upload

aiplatform.operations.list

aiplatform.pipelineJobs.get

aiplatform.pipelineJobs.list

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.tuningJobs.*

aiplatform.tuningJobs.cancel
aiplatform.tuningJobs.create
aiplatform.tuningJobs.delete
aiplatform.tuningJobs.get
aiplatform.tuningJobs.list
aiplatform. tuningJobs. vertexTune

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.tables.create

bigquery.tables.delete

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.list

bigquery.tables.update

bigquery.tables.updateData

resourcemanager.projects.get

serviceusage.services.use

storage.buckets.create

storage.buckets.get

storage.buckets.getIamPolicy

storage.buckets.list

storage.buckets.update

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.getIamPolicy

storage.objects.list

storage.objects.update

Vertex AI User

( roles/ aiplatform.user )

Grants access to use all resource in Vertex AI

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.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.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.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.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.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.reasoningEngines.*

aiplatform. reasoningEngines. create
aiplatform. reasoningEngines. delete
aiplatform. reasoningEngines. get
aiplatform. reasoningEngines. list
aiplatform. reasoningEngines. query
aiplatform. reasoningEngines. update

aiplatform.schedules.*

aiplatform.schedules.create
aiplatform.schedules.delete
aiplatform.schedules.get
aiplatform.schedules.list
aiplatform.schedules.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. 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. vertexTune

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Viewer

( roles/ aiplatform.viewer )

Grants access to view all resource in Vertex AI

aiplatform.agentExamples.get

aiplatform.agentExamples.list

aiplatform.agents.get

aiplatform.agents.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.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.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.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.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. reasoningEngines. get

aiplatform. reasoningEngines. list

aiplatform. reasoningEngines. query

aiplatform.schedules.get

aiplatform.schedules.list

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. 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

Name	Used for	Email address	Role
Vertex AI Service Agent	Vertex AI capabilities	`service- PROJECT_NUMBER @gcp-sa-aiplatform.iam.gserviceaccount.com`	`roles/aiplatform.serviceAgent`
Vertex AI Colab Service Agent	Gives Colab Enterprise the proper permissions to function	`service- PROJECT_NUMBER @gcp-sa-vertex-nb.iam.gserviceaccount.com`	`roles/aiplatform.colabServiceAgent`
Vertex AI Notebook Service Agent	Run notebook-managed resources in the user project with restricted permissions	`service- PROJECT_NUMBER @gcp-sa-aiplatform-vm.iam.gserviceaccount.com`	`roles/aiplatform.notebookServiceAgent`

Control access to notebooks with IAM

Running code that interacts with other Google Cloud services

Types of IAM roles

Predefined roles for Colab Enterprise

Vertex AI Administrator

Vertex AI Batch Prediction Service Agent

Colab Enterprise Admin

Colab Enterprise User

Vertex AI Colab Service Agent

Vertex AI Custom Code Service Agent

Vertex AI Feature Store EntityType owner

Vertex AI Platform Express Admin Beta

Vertex AI Platform Express User Beta

Vertex AI Extension Custom Code Service Agent

Vertex AI Extension Service Agent

Vertex AI Feature Store Admin

Vertex AI Feature Store Data Viewer

Vertex AI Feature Store Data Writer

Vertex AI Feature Store Instance Creator

Vertex AI Feature Store Resource Viewer

Vertex AI Feature Store User Beta

Vertex AI Migration Service User

Vertex AI Model Monitoring Service Agent

Notebook Executor User Beta

Notebook Runtime Admin

Notebook Runtime User

Vertex AI Notebook Service Agent

Vertex AI Online Prediction Service Agent

Vertex AI Platform Provisioned Throughput Admin Beta

Vertex AI RAG Data Service Agent

Vertex AI Rapid Eval Service Agent

Vertex AI Reasoning Engine Service Agent

Vertex AI Service Agent

Vertex AI Telemetry Service Agent

Vertex AI Tensorboard Web App User Beta

Vertex AI Tuning Service Agent

Vertex AI User

Vertex AI Viewer

Basic roles

Custom roles

Service agents for Colab Enterprise

What's next

Vertex AI Platform Express Admin ^Beta

Vertex AI Platform Express User ^Beta

Vertex AI Feature Store User ^Beta

Notebook Executor User ^Beta

Vertex AI Platform Provisioned Throughput Admin ^Beta

Vertex AI Tensorboard Web App User ^Beta