Controllo dell'accesso a Vertex AI con IAM

Questa pagina descrive come utilizzare Identity and Access Management (IAM) per gestire l'accesso alle risorse Vertex AI. Per gestire l'accesso alle istanze Vertex AI Workbench, consulta Controllo dell'accesso alle istanze Vertex AI Workbench.

Panoramica

Vertex AI utilizza IAM per gestire l'accesso alle risorse. Quando pianifichi il controllo dell'accesso alle tue risorse, tieni presente quanto segue:

  • Puoi gestire l'accesso a livello di progetto o di risorsa. L'accesso a livello di progetto si applica a tutte le risorse del progetto. L'accesso a una risorsa specifica si applica solo a quella risorsa. Consulta Accesso a livello di progetto e a livello di risorsa.

  • Concedi l'accesso assegnando ruoli IAM alle entità. Sono disponibili ruoli predefiniti per semplificare la configurazione dell'accesso, ma sono consigliati i ruoli personalizzati perché li crei tu, quindi puoi limitare il loro accesso solo alle autorizzazioni necessarie. Consulta Ruoli IAM.

Ruoli IAM

Esistono diversi tipi di ruoli IAM che possono essere utilizzati in Vertex AI:

  • I ruoli personalizzati ti consentono di scegliere un insieme specifico di autorizzazioni, creare un ruolo personalizzato con queste autorizzazioni e concedere il ruolo agli utenti della tua organizzazione.

  • I ruoli predefiniti ti consentono di concedere un insieme di autorizzazioni correlate alle tue risorse Vertex AI a livello di progetto.

  • I ruoli di base (Proprietario, Editor e Visualizzatore) forniscono ilcontrollo dell'accessoo alle risorse Vertex AI a livello di progetto e sono comuni a tutti i servizi Google Cloud .

Per aggiungere, aggiornare o rimuovere questi ruoli nel tuo progetto Vertex AI, consulta la documentazione su concessione, modifica e revoca dell'accesso.

Ruoli personalizzati

I ruoli personalizzati ti consentono di scegliere un insieme specifico di autorizzazioni, creare un ruolo personalizzato con queste autorizzazioni e concedere il ruolo agli utenti della tua organizzazione. Per maggiori informazioni, vedi Informazioni sui ruoli IAM personalizzati.

Utilizzare i ruoli personalizzati per concedere autorizzazioni con privilegio minimo

I ruoli predefiniti spesso contengono più autorizzazioni di quelle necessarie. Puoi creare ruoli personalizzati per concedere alle tue entità solo le autorizzazioni specifiche richieste.

Ad esempio, puoi creare un ruolo personalizzato con l'autorizzazione aiplatform.endpoints.predict e poi assegnare il ruolo a un account di servizio su un endpoint. In questo modo, il account di servizio può chiamare l'endpoint per le previsioni, ma non controllarlo.

Ruoli predefiniti per Vertex AI

Role Permissions

(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

(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

(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

(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

(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

(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

(roles/aiplatform.entityTypeOwner)

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

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.getIamPolicy

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.setIamPolicy

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureMonitorJobs.get

aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.get

aiplatform.featureMonitors.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

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

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.*

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

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.expressAdmin)

Grants admin access to 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

(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

(roles/aiplatform.extensionCustomCodeServiceAgent)

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

logging.logEntries.create

logging.logEntries.route

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

(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

(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

(roles/aiplatform.featurestoreDataViewer)

This role provides permissions to read Feature data.

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureMonitorJobs.get

aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.get

aiplatform.featureMonitors.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

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

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreDataWriter)

This role provides permissions to read and write Feature data.

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.writeFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureMonitorJobs.get

aiplatform.featureMonitorJobs.list

aiplatform.featureMonitors.get

aiplatform.featureMonitors.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

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

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreInstanceCreator)

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

Lowest-level resources where you can grant this role:

  • Featurestore

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.get

aiplatform.featurestores.list

aiplatform.featurestores.update

(roles/aiplatform.featurestoreResourceViewer)

Viewer of all resources in 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

(roles/aiplatform.featurestoreUser)

Deprecated. Use featurestoreAdmin instead.

aiplatform.entityTypes.*

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

aiplatform.features.*

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

aiplatform.featurestores.*

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

aiplatform.operations.list

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.migrator)

Grants access to use migration service in Vertex AI

aiplatform.migratableResources.*

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

(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

(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

(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

(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

(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

(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

(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

(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

(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

(roles/aiplatform.reasoningEngineServiceAgent)

Gives Vertex AI Reasoning Engine the proper permissions to function.

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

(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.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

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

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

(roles/aiplatform.tensorboardWebAppUser)

Grants access to the Vertex AI TensorBoard web app.

aiplatform.tensorboards.recordAccess

(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

(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

(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

Ruoli di base

I Google Cloud ruoli di base meno recenti sono comuni a tutti i servizi Google Cloud . Questi ruoli sono Proprietario, Editor e Visualizzatore.

Accesso a livello di progetto e a livello di risorsa

Puoi gestire l'accesso a livello di progetto o di risorsa. Potresti anche avere la possibilità di gestire l'accesso a livello di cartella o organizzazione.

Per la maggior parte delle risorse Vertex AI, l'accesso può essere controllato solo da progetto, cartella e organizzazione. L'accesso alle singole risorse può essere concesso solo per tipi di risorse specifici, ad esempio un endpoint o un feature store.

Gli utenti condividono il controllo di tutte le risorse a cui possono accedere. Ad esempio, se un utente registra un modello, tutti gli altri utenti autorizzati del progetto possono accedere, modificare ed eliminare il modello.

Per concedere l'accesso alle risorse a livello di progetto, assegna uno o più ruoli a un'entità (utente, gruppo o service account).

Per le risorse Vertex AI che consentono di concedere l'accesso a livello di risorsa, imposti un criterio IAM per quella risorsa. Il criterio definisce quali ruoli vengono assegnati a quali entità.

L'impostazione di una policy a livello di risorsa non influisce sulle policy a livello di progetto. Una risorsa eredita tutte le policy dalla sua ascendenza. Puoi utilizzare questi due livelli di granularità per personalizzare le autorizzazioni. Ad esempio, puoi concedere agli utenti le autorizzazioni di lettura a livello di progetto in modo che possano leggere tutte le risorse del progetto, quindi puoi concedere agli utenti le autorizzazioni di scrittura per risorsa (a livello di risorsa).

Non tutti i ruoli e le risorse predefiniti di Vertex AI supportano i criteri a livello di risorsa. Per identificare quali ruoli possono essere utilizzati su quali risorse, consulta la tabella dei ruoli predefiniti.

Risorse supportate

Vertex AI supporta le risorse featurestore e entity type di Vertex AI Feature Store. Per maggiori informazioni, consulta Controllare l'accesso alle risorse di Vertex AI Feature Store.

Dopo aver concesso o revocato l'accesso a una risorsa, la propagazione delle modifiche richiede tempo. Per scoprire di più, consulta Propagazione della modifica di accesso.

Risorse, service account e service agent

I servizi Vertex AI spesso gestiscono risorse a lunga esecuzione che eseguono azioni, ad esempio l'esecuzione di un job di addestramento che legge i dati di addestramento o la pubblicazione di un modello di machine learning (ML) che legge il peso del modello. Queste risorse autonome hanno una propria identità di risorsa quando eseguono azioni. Questa identità è diversa da quella del principal che ha creato la risorsa. Le autorizzazioni concesse all'identità della risorsa definiscono a quali dati e altre risorse può accedere l'identità della risorsa, non le autorizzazioni dell'entità di sicurezza che ha creato la risorsa.

Per impostazione predefinita, le risorse Vertex AI utilizzano gli account di servizio gestiti da Vertex AI come identità della risorsa. Questi service account sono chiamati agenti di servizio Vertex AI e sono collegati al progetto in cui viene creata la risorsa. Gli utenti con autorizzazioni Vertex AI specifiche possono creare risorse che utilizzano agenti di servizio Vertex AI. Per alcuni servizi, puoi specificare un account di servizio da collegare alla risorsa. La risorsa utilizza questo account di serviziot per accedere ad altre risorse e servizi. Per scoprire di più sugli account di servizio, consulta Account di servizio.

Vertex AI utilizza diversi service agent a seconda delle API chiamate. Ogni agente di servizio dispone di autorizzazioni IAM specifiche per il progetto a cui è associato. Queste autorizzazioni vengono utilizzate dall'identità della risorsa per eseguire azioni e possono includere l'accesso di sola lettura a tutte le risorse Cloud Storage e ai dati BigQuery nel progetto.

Account di servizio

Un service account è un account speciale utilizzato da un'applicazione o da un'istanza di macchina virtuale (VM), non da una persona. Puoi creare e assegnare autorizzazioni agli account di servizio per fornire autorizzazioni specifiche a una risorsa o un'applicazione.

Per informazioni sull'utilizzo di un account di servizio per personalizzare le autorizzazioni disponibili per un container di addestramento personalizzato o un container che fornisce previsioni online per un modello con addestramento personalizzato, leggi Utilizzare un service account personalizzato.

I service account sono identificati da un indirizzo email.

Agenti di servizio

Gli agenti di servizio vengono forniti automaticamente e consentono a un servizio di accedere alle risorse per tuo conto.

Quando viene creato un service agent, gli viene concesso un ruolo predefinito per il tuo progetto. La seguente tabella elenca gli agenti di servizio Vertex AI, i relativi indirizzi email e i rispettivi ruoli:

Nome Utilizzato per Indirizzo email Ruolo
Vertex AI Service Agent Funzionalità di Vertex AI service-PROJECT_NUMBER@gcp-sa-aiplatform.iam.gserviceaccount.com roles/aiplatform.serviceAgent
Vertex AI RAG Data Service Agent Vertex AI RAG accede ai dati importati dall'utente, a Vertex AI e ai processori Document AI nel progetto service-PROJECT_NUMBER@gcp-sa-vertex-rag.iam.gserviceaccount.com roles/aiplatform.ragServiceAgent
Vertex AI Custom Code Service Agent

Codice di addestramento personalizzato

Codice dell'applicazione Ray on Vertex AI

service-PROJECT_NUMBER@gcp-sa-aiplatform-cc.iam.gserviceaccount.com roles/aiplatform.customCodeServiceAgent
Vertex AI Extension Service Agent Estensioni Vertex service-PROJECT_NUMBER@gcp-sa-vertex-ex.iam.gserviceaccount.com roles/aiplatform.extensionServiceAgent
Service account Cloud AI Platform Notebooks Funzionalità di Vertex AI Workbench service-PROJECT_NUMBER@gcp-sa-notebooks.iam.gserviceaccount.com roles/notebooks.serviceAgent

L'agente di servizio del codice personalizzato Vertex AI viene creato solo se esegui il codice di addestramento personalizzato per addestrare un modello con addestramento personalizzato.

Ruoli e autorizzazioni dell'agente di servizio

Consulta i seguenti ruoli e autorizzazioni concessi agli agenti di servizio Vertex AI.

Ruolo Autorizzazioni

(roles/aiplatform.serviceAgent)

Concede a Vertex AI le autorizzazioni necessarie per il funzionamento.

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.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.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.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.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

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

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

(roles/aiplatform.ragServiceAgent)

Agente di servizio Vertex AI utilizzato dalla RAG di Vertex per accedere ai dati importati dall'utente, a Vertex AI e ai processori Document AI nel progetto

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

(roles/aiplatform.customCodeServiceAgent)

Concede al codice personalizzato Vertex AI le autorizzazioni appropriate.

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.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.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.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

(roles/aiplatform.extensionServiceAgent)

Concede all'estensione Vertex AI le autorizzazioni necessarie per il funzionamento.

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

(roles/notebooks.serviceAgent)

Fornisci accesso per consentire all'agente di servizio notebook di gestire le istanze notebook nei progetti degli utenti

aiplatform.customJobs.cancel

aiplatform.customJobs.create

aiplatform.customJobs.get

aiplatform.customJobs.list

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

backupdr.backupPlanAssociations.createForComputeDisk

backupdr.backupPlanAssociations.createForComputeInstance

backupdr.backupPlanAssociations.deleteForComputeDisk

backupdr.backupPlanAssociations.deleteForComputeInstance

backupdr.backupPlanAssociations.getForComputeDisk

backupdr.backupPlanAssociations.list

backupdr.backupPlanAssociations.triggerBackupForComputeDisk

backupdr.backupPlanAssociations.triggerBackupForComputeInstance

backupdr.backupPlanAssociations.updateForComputeDisk

backupdr.backupPlanAssociations.updateForComputeInstance

backupdr.backupPlans.get

backupdr.backupPlans.list

backupdr.backupPlans.useForComputeDisk

backupdr.backupPlans.useForComputeInstance

backupdr.backupVaults.get

backupdr.backupVaults.list

backupdr.locations.list

backupdr.operations.get

backupdr.operations.list

backupdr.serviceConfig.initialize

compute.acceleratorTypes.*

  • compute.acceleratorTypes.get
  • compute.acceleratorTypes.list

compute.addresses.createInternal

compute.addresses.deleteInternal

compute.addresses.get

compute.addresses.list

compute.addresses.listEffectiveTags

compute.addresses.listTagBindings

compute.addresses.use

compute.addresses.useInternal

compute.autoscalers.*

  • compute.autoscalers.create
  • compute.autoscalers.delete
  • compute.autoscalers.get
  • compute.autoscalers.list
  • compute.autoscalers.update

compute.backendBuckets.get

compute.backendBuckets.getIamPolicy

compute.backendBuckets.list

compute.backendBuckets.listEffectiveTags

compute.backendBuckets.listTagBindings

compute.backendServices.get

compute.backendServices.getIamPolicy

compute.backendServices.list

compute.backendServices.listEffectiveTags

compute.backendServices.listTagBindings

compute.commitments.get

compute.commitments.list

compute.crossSiteNetworks.get

compute.crossSiteNetworks.list

compute.diskSettings.get

compute.diskTypes.*

  • compute.diskTypes.get
  • compute.diskTypes.list

compute.disks.*

  • compute.disks.addResourcePolicies
  • compute.disks.create
  • compute.disks.createSnapshot
  • compute.disks.createTagBinding
  • compute.disks.delete
  • compute.disks.deleteTagBinding
  • compute.disks.get
  • compute.disks.getIamPolicy
  • compute.disks.list
  • compute.disks.listEffectiveTags
  • compute.disks.listTagBindings
  • compute.disks.removeResourcePolicies
  • compute.disks.resize
  • compute.disks.setIamPolicy
  • compute.disks.setLabels
  • compute.disks.startAsyncReplication
  • compute.disks.stopAsyncReplication
  • compute.disks.stopGroupAsyncReplication
  • compute.disks.update
  • compute.disks.use
  • compute.disks.useReadOnly

compute.externalVpnGateways.get

compute.externalVpnGateways.list

compute.externalVpnGateways.listEffectiveTags

compute.externalVpnGateways.listTagBindings

compute.firewallPolicies.get

compute.firewallPolicies.getIamPolicy

compute.firewallPolicies.list

compute.firewallPolicies.listEffectiveTags

compute.firewallPolicies.listTagBindings

compute.firewalls.get

compute.firewalls.list

compute.firewalls.listEffectiveTags

compute.firewalls.listTagBindings

compute.forwardingRules.get

compute.forwardingRules.list

compute.forwardingRules.listEffectiveTags

compute.forwardingRules.listTagBindings

compute.futureReservations.get

compute.futureReservations.getIamPolicy

compute.futureReservations.list

compute.globalAddresses.get

compute.globalAddresses.list

compute.globalAddresses.listEffectiveTags

compute.globalAddresses.listTagBindings

compute.globalAddresses.use

compute.globalForwardingRules.get

compute.globalForwardingRules.list

compute.globalForwardingRules.listEffectiveTags

compute.globalForwardingRules.listTagBindings

compute.globalNetworkEndpointGroups.*

  • compute.globalNetworkEndpointGroups.attachNetworkEndpoints
  • compute.globalNetworkEndpointGroups.create
  • compute.globalNetworkEndpointGroups.createTagBinding
  • compute.globalNetworkEndpointGroups.delete
  • compute.globalNetworkEndpointGroups.deleteTagBinding
  • compute.globalNetworkEndpointGroups.detachNetworkEndpoints
  • compute.globalNetworkEndpointGroups.get
  • compute.globalNetworkEndpointGroups.list
  • compute.globalNetworkEndpointGroups.listEffectiveTags
  • compute.globalNetworkEndpointGroups.listTagBindings
  • compute.globalNetworkEndpointGroups.use

compute.globalOperations.get

compute.globalOperations.getIamPolicy

compute.globalOperations.list

compute.globalPublicDelegatedPrefixes.get

compute.globalPublicDelegatedPrefixes.list

compute.healthChecks.get

compute.healthChecks.list

compute.healthChecks.listEffectiveTags

compute.healthChecks.listTagBindings

compute.httpHealthChecks.get

compute.httpHealthChecks.list

compute.httpHealthChecks.listEffectiveTags

compute.httpHealthChecks.listTagBindings

compute.httpsHealthChecks.get

compute.httpsHealthChecks.list

compute.httpsHealthChecks.listEffectiveTags

compute.httpsHealthChecks.listTagBindings

compute.images.*

  • compute.images.create
  • compute.images.createTagBinding
  • compute.images.delete
  • compute.images.deleteTagBinding
  • compute.images.deprecate
  • compute.images.get
  • compute.images.getFromFamily
  • compute.images.getIamPolicy
  • compute.images.list
  • compute.images.listEffectiveTags
  • compute.images.listTagBindings
  • compute.images.setIamPolicy
  • compute.images.setLabels
  • compute.images.update
  • compute.images.useReadOnly

compute.instanceGroupManagers.*

  • compute.instanceGroupManagers.create
  • compute.instanceGroupManagers.createTagBinding
  • compute.instanceGroupManagers.delete
  • compute.instanceGroupManagers.deleteTagBinding
  • compute.instanceGroupManagers.get
  • compute.instanceGroupManagers.list
  • compute.instanceGroupManagers.listEffectiveTags
  • compute.instanceGroupManagers.listTagBindings
  • compute.instanceGroupManagers.update
  • compute.instanceGroupManagers.use

compute.instanceGroups.*

  • compute.instanceGroups.create
  • compute.instanceGroups.createTagBinding
  • compute.instanceGroups.delete
  • compute.instanceGroups.deleteTagBinding
  • compute.instanceGroups.get
  • compute.instanceGroups.list
  • compute.instanceGroups.listEffectiveTags
  • compute.instanceGroups.listTagBindings
  • compute.instanceGroups.update
  • compute.instanceGroups.use

compute.instanceSettings.*

  • compute.instanceSettings.get
  • compute.instanceSettings.update

compute.instanceTemplates.*

  • compute.instanceTemplates.create
  • compute.instanceTemplates.delete
  • compute.instanceTemplates.get
  • compute.instanceTemplates.getIamPolicy
  • compute.instanceTemplates.list
  • compute.instanceTemplates.setIamPolicy
  • compute.instanceTemplates.useReadOnly

compute.instances.*

  • compute.instances.addAccessConfig
  • compute.instances.addNetworkInterface
  • compute.instances.addResourcePolicies
  • compute.instances.attachDisk
  • compute.instances.create
  • compute.instances.createTagBinding
  • compute.instances.delete
  • compute.instances.deleteAccessConfig
  • compute.instances.deleteNetworkInterface
  • compute.instances.deleteTagBinding
  • compute.instances.detachDisk
  • compute.instances.get
  • compute.instances.getEffectiveFirewalls
  • compute.instances.getGuestAttributes
  • compute.instances.getIamPolicy
  • compute.instances.getScreenshot
  • compute.instances.getSerialPortOutput
  • compute.instances.getShieldedInstanceIdentity
  • compute.instances.getShieldedVmIdentity
  • compute.instances.list
  • compute.instances.listEffectiveTags
  • compute.instances.listReferrers
  • compute.instances.listTagBindings
  • compute.instances.osAdminLogin
  • compute.instances.osLogin
  • compute.instances.pscInterfaceCreate
  • compute.instances.removeResourcePolicies
  • compute.instances.reset
  • compute.instances.resume
  • compute.instances.sendDiagnosticInterrupt
  • compute.instances.setDeletionProtection
  • compute.instances.setDiskAutoDelete
  • compute.instances.setIamPolicy
  • compute.instances.setLabels
  • compute.instances.setMachineResources
  • compute.instances.setMachineType
  • compute.instances.setMetadata
  • compute.instances.setMinCpuPlatform
  • compute.instances.setName
  • compute.instances.setScheduling
  • compute.instances.setSecurityPolicy
  • compute.instances.setServiceAccount
  • compute.instances.setShieldedInstanceIntegrityPolicy
  • compute.instances.setShieldedVmIntegrityPolicy
  • compute.instances.setTags
  • compute.instances.simulateMaintenanceEvent
  • compute.instances.start
  • compute.instances.startWithEncryptionKey
  • compute.instances.stop
  • compute.instances.suspend
  • compute.instances.update
  • compute.instances.updateAccessConfig
  • compute.instances.updateDisplayDevice
  • compute.instances.updateNetworkInterface
  • compute.instances.updateSecurity
  • compute.instances.updateShieldedInstanceConfig
  • compute.instances.updateShieldedVmConfig
  • compute.instances.use
  • compute.instances.useReadOnly

compute.instantSnapshots.*

  • compute.instantSnapshots.create
  • compute.instantSnapshots.delete
  • compute.instantSnapshots.export
  • compute.instantSnapshots.get
  • compute.instantSnapshots.getIamPolicy
  • compute.instantSnapshots.list
  • compute.instantSnapshots.setIamPolicy
  • compute.instantSnapshots.setLabels
  • compute.instantSnapshots.useReadOnly

compute.interconnectAttachmentGroups.get

compute.interconnectAttachmentGroups.list

compute.interconnectAttachments.get

compute.interconnectAttachments.list

compute.interconnectAttachments.listEffectiveTags

compute.interconnectAttachments.listTagBindings

compute.interconnectGroups.get

compute.interconnectGroups.list

compute.interconnectLocations.*

  • compute.interconnectLocations.get
  • compute.interconnectLocations.list

compute.interconnectRemoteLocations.*

  • compute.interconnectRemoteLocations.get
  • compute.interconnectRemoteLocations.list

compute.interconnects.get

compute.interconnects.list

compute.interconnects.listEffectiveTags

compute.interconnects.listTagBindings

compute.licenseCodes.*

  • compute.licenseCodes.get
  • compute.licenseCodes.getIamPolicy
  • compute.licenseCodes.list
  • compute.licenseCodes.setIamPolicy
  • compute.licenseCodes.update

compute.licenses.*

  • compute.licenses.create
  • compute.licenses.delete
  • compute.licenses.get
  • compute.licenses.getIamPolicy
  • compute.licenses.list
  • compute.licenses.setIamPolicy
  • compute.licenses.update

compute.machineImages.*

  • compute.machineImages.create
  • compute.machineImages.delete
  • compute.machineImages.get
  • compute.machineImages.getIamPolicy
  • compute.machineImages.list
  • compute.machineImages.setIamPolicy
  • compute.machineImages.setLabels
  • compute.machineImages.useReadOnly

compute.machineTypes.*

  • compute.machineTypes.get
  • compute.machineTypes.list

compute.multiMig.*

  • compute.multiMig.create
  • compute.multiMig.delete
  • compute.multiMig.get
  • compute.multiMig.list

compute.networkAttachments.get

compute.networkAttachments.getIamPolicy

compute.networkAttachments.list

compute.networkAttachments.listEffectiveTags

compute.networkAttachments.listTagBindings

compute.networkEdgeSecurityServices.get

compute.networkEdgeSecurityServices.list

compute.networkEdgeSecurityServices.listEffectiveTags

compute.networkEdgeSecurityServices.listTagBindings

compute.networkEndpointGroups.*

  • compute.networkEndpointGroups.attachNetworkEndpoints
  • compute.networkEndpointGroups.create
  • compute.networkEndpointGroups.createTagBinding
  • compute.networkEndpointGroups.delete
  • compute.networkEndpointGroups.deleteTagBinding
  • compute.networkEndpointGroups.detachNetworkEndpoints
  • compute.networkEndpointGroups.get
  • compute.networkEndpointGroups.list
  • compute.networkEndpointGroups.listEffectiveTags
  • compute.networkEndpointGroups.listTagBindings
  • compute.networkEndpointGroups.use

compute.networkProfiles.*

  • compute.networkProfiles.get
  • compute.networkProfiles.list

compute.networks.get

compute.networks.getEffectiveFirewalls

compute.networks.getRegionEffectiveFirewalls

compute.networks.list

compute.networks.listEffectiveTags

compute.networks.listPeeringRoutes

compute.networks.listTagBindings

compute.networks.use

compute.networks.useExternalIp

compute.nodeGroups.get

compute.nodeGroups.getIamPolicy

compute.nodeGroups.list

compute.nodeTemplates.get

compute.nodeTemplates.getIamPolicy

compute.nodeTemplates.list

compute.nodeTypes.*

  • compute.nodeTypes.get
  • compute.nodeTypes.list

compute.organizations.listAssociations

compute.packetMirrorings.get

compute.packetMirrorings.list

compute.packetMirrorings.listEffectiveTags

compute.packetMirrorings.listTagBindings

compute.previewFeatures.get

compute.previewFeatures.list

compute.projects.get

compute.projects.setCommonInstanceMetadata

compute.publicAdvertisedPrefixes.get

compute.publicAdvertisedPrefixes.list

compute.publicDelegatedPrefixes.get

compute.publicDelegatedPrefixes.list

compute.publicDelegatedPrefixes.listEffectiveTags

compute.publicDelegatedPrefixes.listTagBindings

compute.regionBackendServices.get

compute.regionBackendServices.getIamPolicy

compute.regionBackendServices.list

compute.regionBackendServices.listEffectiveTags

compute.regionBackendServices.listTagBindings

compute.regionFirewallPolicies.get

compute.regionFirewallPolicies.getIamPolicy

compute.regionFirewallPolicies.list

compute.regionFirewallPolicies.listEffectiveTags

compute.regionFirewallPolicies.listTagBindings

compute.regionHealthCheckServices.get

compute.regionHealthCheckServices.list

compute.regionHealthChecks.get

compute.regionHealthChecks.list

compute.regionHealthChecks.listEffectiveTags

compute.regionHealthChecks.listTagBindings

compute.regionNetworkEndpointGroups.*

  • compute.regionNetworkEndpointGroups.attachNetworkEndpoints
  • compute.regionNetworkEndpointGroups.create
  • compute.regionNetworkEndpointGroups.createTagBinding
  • compute.regionNetworkEndpointGroups.delete
  • compute.regionNetworkEndpointGroups.deleteTagBinding
  • compute.regionNetworkEndpointGroups.detachNetworkEndpoints
  • compute.regionNetworkEndpointGroups.get
  • compute.regionNetworkEndpointGroups.list
  • compute.regionNetworkEndpointGroups.listEffectiveTags
  • compute.regionNetworkEndpointGroups.listTagBindings
  • compute.regionNetworkEndpointGroups.use

compute.regionNotificationEndpoints.get

compute.regionNotificationEndpoints.list

compute.regionOperations.get

compute.regionOperations.getIamPolicy

compute.regionOperations.list

compute.regionSecurityPolicies.get

compute.regionSecurityPolicies.list

compute.regionSecurityPolicies.listEffectiveTags

compute.regionSecurityPolicies.listTagBindings

compute.regionSslCertificates.get

compute.regionSslCertificates.list

compute.regionSslCertificates.listEffectiveTags

compute.regionSslCertificates.listTagBindings

compute.regionSslPolicies.get

compute.regionSslPolicies.list

compute.regionSslPolicies.listAvailableFeatures

compute.regionSslPolicies.listEffectiveTags

compute.regionSslPolicies.listTagBindings

compute.regionTargetHttpProxies.get

compute.regionTargetHttpProxies.list

compute.regionTargetHttpProxies.listEffectiveTags

compute.regionTargetHttpProxies.listTagBindings

compute.regionTargetHttpsProxies.get

compute.regionTargetHttpsProxies.list

compute.regionTargetHttpsProxies.listEffectiveTags

compute.regionTargetHttpsProxies.listTagBindings

compute.regionTargetTcpProxies.get

compute.regionTargetTcpProxies.list

compute.regionTargetTcpProxies.listEffectiveTags

compute.regionTargetTcpProxies.listTagBindings

compute.regionUrlMaps.get

compute.regionUrlMaps.list

compute.regionUrlMaps.listEffectiveTags

compute.regionUrlMaps.listTagBindings

compute.regionUrlMaps.validate

compute.regions.*

  • compute.regions.get
  • compute.regions.list

compute.reservationBlocks.get

compute.reservationBlocks.list

compute.reservationSubBlocks.get

compute.reservationSubBlocks.list

compute.reservations.get

compute.reservations.list

compute.resourcePolicies.*

  • compute.resourcePolicies.create
  • compute.resourcePolicies.delete
  • compute.resourcePolicies.get
  • compute.resourcePolicies.getIamPolicy
  • compute.resourcePolicies.list
  • compute.resourcePolicies.setIamPolicy
  • compute.resourcePolicies.update
  • compute.resourcePolicies.use
  • compute.resourcePolicies.useReadOnly

compute.routers.get

compute.routers.getRoutePolicy

compute.routers.list

compute.routers.listBgpRoutes

compute.routers.listEffectiveTags

compute.routers.listRoutePolicies

compute.routers.listTagBindings

compute.routes.get

compute.routes.list

compute.routes.listEffectiveTags

compute.routes.listTagBindings

compute.securityPolicies.get

compute.securityPolicies.list

compute.securityPolicies.listEffectiveTags

compute.securityPolicies.listTagBindings

compute.serviceAttachments.get

compute.serviceAttachments.getIamPolicy

compute.serviceAttachments.list

compute.serviceAttachments.listEffectiveTags

compute.serviceAttachments.listTagBindings

compute.snapshotSettings.get

compute.snapshots.*

  • compute.snapshots.create
  • compute.snapshots.createTagBinding
  • compute.snapshots.delete
  • compute.snapshots.deleteTagBinding
  • compute.snapshots.get
  • compute.snapshots.getIamPolicy
  • compute.snapshots.list
  • compute.snapshots.listEffectiveTags
  • compute.snapshots.listTagBindings
  • compute.snapshots.setIamPolicy
  • compute.snapshots.setLabels
  • compute.snapshots.useReadOnly

compute.spotAssistants.get

compute.sslCertificates.get

compute.sslCertificates.list

compute.sslCertificates.listEffectiveTags

compute.sslCertificates.listTagBindings

compute.sslPolicies.get

compute.sslPolicies.list

compute.sslPolicies.listAvailableFeatures

compute.sslPolicies.listEffectiveTags

compute.sslPolicies.listTagBindings

compute.storagePools.get

compute.storagePools.getIamPolicy

compute.storagePools.list

compute.storagePools.use

compute.subnetworks.get

compute.subnetworks.getIamPolicy

compute.subnetworks.list

compute.subnetworks.listEffectiveTags

compute.subnetworks.listTagBindings

compute.subnetworks.use

compute.subnetworks.useExternalIp

compute.targetGrpcProxies.get

compute.targetGrpcProxies.list

compute.targetGrpcProxies.listEffectiveTags

compute.targetGrpcProxies.listTagBindings

compute.targetHttpProxies.get

compute.targetHttpProxies.list

compute.targetHttpProxies.listEffectiveTags

compute.targetHttpProxies.listTagBindings

compute.targetHttpsProxies.get

compute.targetHttpsProxies.list

compute.targetHttpsProxies.listEffectiveTags

compute.targetHttpsProxies.listTagBindings

compute.targetInstances.get

compute.targetInstances.list

compute.targetInstances.listEffectiveTags

compute.targetInstances.listTagBindings

compute.targetPools.get

compute.targetPools.list

compute.targetPools.listEffectiveTags

compute.targetPools.listTagBindings

compute.targetSslProxies.get

compute.targetSslProxies.list

compute.targetSslProxies.listEffectiveTags

compute.targetSslProxies.listTagBindings

compute.targetTcpProxies.get

compute.targetTcpProxies.list

compute.targetTcpProxies.listEffectiveTags

compute.targetTcpProxies.listTagBindings

compute.targetVpnGateways.get

compute.targetVpnGateways.list

compute.targetVpnGateways.listEffectiveTags

compute.targetVpnGateways.listTagBindings

compute.urlMaps.get

compute.urlMaps.list

compute.urlMaps.listEffectiveTags

compute.urlMaps.listTagBindings

compute.urlMaps.validate

compute.vpnGateways.get

compute.vpnGateways.list

compute.vpnGateways.listEffectiveTags

compute.vpnGateways.listTagBindings

compute.vpnTunnels.get

compute.vpnTunnels.list

compute.vpnTunnels.listEffectiveTags

compute.vpnTunnels.listTagBindings

compute.wireGroups.get

compute.wireGroups.list

compute.zoneOperations.get

compute.zoneOperations.getIamPolicy

compute.zoneOperations.list

compute.zones.*

  • compute.zones.get
  • compute.zones.list

dataproc.clusters.get

dataproc.clusters.use

dataproc.jobs.cancel

dataproc.jobs.create

dataproc.jobs.delete

dataproc.jobs.get

dataproc.jobs.list

dataproc.jobs.update

iam.serviceAccounts.actAs

iam.serviceAccounts.get

iam.serviceAccounts.getAccessToken

iam.serviceAccounts.list

ml.jobs.create

ml.jobs.get

ml.jobs.list

notebooks.*

  • notebooks.environments.create
  • notebooks.environments.delete
  • notebooks.environments.get
  • notebooks.environments.getIamPolicy
  • notebooks.environments.list
  • notebooks.environments.setIamPolicy
  • notebooks.executions.create
  • notebooks.executions.delete
  • notebooks.executions.get
  • notebooks.executions.getIamPolicy
  • notebooks.executions.list
  • notebooks.executions.setIamPolicy
  • notebooks.instances.checkUpgradability
  • notebooks.instances.create
  • notebooks.instances.delete
  • notebooks.instances.diagnose
  • notebooks.instances.get
  • notebooks.instances.getHealth
  • notebooks.instances.getIamPolicy
  • notebooks.instances.list
  • notebooks.instances.reset
  • notebooks.instances.setAccelerator
  • notebooks.instances.setIamPolicy
  • notebooks.instances.setLabels
  • notebooks.instances.setMachineType
  • notebooks.instances.start
  • notebooks.instances.stop
  • notebooks.instances.update
  • notebooks.instances.updateConfig
  • notebooks.instances.updateShieldInstanceConfig
  • notebooks.instances.upgrade
  • notebooks.instances.use
  • notebooks.locations.get
  • notebooks.locations.list
  • notebooks.operations.cancel
  • notebooks.operations.delete
  • notebooks.operations.get
  • notebooks.operations.list
  • notebooks.runtimes.create
  • notebooks.runtimes.delete
  • notebooks.runtimes.diagnose
  • notebooks.runtimes.get
  • notebooks.runtimes.getIamPolicy
  • notebooks.runtimes.list
  • notebooks.runtimes.reset
  • notebooks.runtimes.setIamPolicy
  • notebooks.runtimes.start
  • notebooks.runtimes.stop
  • notebooks.runtimes.switch
  • notebooks.runtimes.update
  • notebooks.runtimes.upgrade
  • notebooks.schedules.create
  • notebooks.schedules.delete
  • notebooks.schedules.get
  • notebooks.schedules.getIamPolicy
  • notebooks.schedules.list
  • notebooks.schedules.setIamPolicy

resourcemanager.projects.get

resourcemanager.projects.list

serviceusage.quotas.get

serviceusage.services.get

serviceusage.services.list

Concedere agli agenti di servizio Vertex AI l'accesso ad altre risorse

A volte devi concedere ruoli aggiuntivi a un agente di servizio Vertex AI. Ad esempio, se devi consentire a Vertex AI di accedere a un bucket Cloud Storage in un progetto diverso, devi concedere uno o più ruoli aggiuntivi all'agente di servizio.

Requisiti per l'aggiunta di ruoli per BigQuery

La seguente tabella descrive i ruoli aggiuntivi richiesti da aggiungere all'agente di servizio Vertex AI per le tabelle o le viste BigQuery in un progetto diverso o supportate da un'origine dati esterna.

Il termine progetto principale si riferisce al progetto in cui si trova il set di dati o il modello Vertex AI. Il termine progetto diverso si riferisce a qualsiasi altro progetto.

Tipo di tabella Progetto con tabella Progetto origine dati È necessario aggiungere un ruolo
Tabella BigQuery nativa Progetto per la casa N/D Nessuno.
Tabella BigQuery nativa Progetto diverso N/D BigQuery Data Viewer per un altro progetto. Scopri di più.
Vista BigQuery Progetto per la casa N/D Nessuno.
Vista BigQuery Progetto diverso N/D BigQuery Data Viewer per un altro progetto. Scopri di più.
Origine dati BigQuery esterna supportata da Bigtable Progetto per la casa Progetto per la casa Bigtable Reader per il progetto della casa. Scopri di più.
Origine dati BigQuery esterna supportata da Bigtable Progetto per la casa Progetto diverso Bigtable Reader per un altro progetto. Scopri di più.
Origine dati BigQuery esterna supportata da Bigtable Progetto diverso Progetto diverso BigQuery Reader e Bigtable Reader per progetti diversi. Scopri di più.
Origine dati BigQuery esterna supportata da Cloud Storage Progetto per la casa Progetto per la casa Nessuno.
Origine dati BigQuery esterna supportata da Cloud Storage Progetto per la casa Progetto diverso Storage Object Viewer per un altro progetto. Scopri di più.
Origine dati BigQuery esterna supportata da Cloud Storage Progetto diverso Progetto diverso Storage Object Viewer e BigQuery Data Viewer per progetti diversi. Scopri di più.
Origine dati BigQuery esterna supportata da Fogli Google Progetto per la casa N/D Condividi il file Fogli con il account di servizio Vertex AI. Scopri di più.
Origine dati BigQuery esterna supportata da Fogli Google Progetto diverso N/D BigQuery Reader per un progetto diverso e condividi il file Fogli con l'account di servizio Vertex AI.

Requisiti per l'aggiunta di ruoli per Cloud Storage

Se accedi ai dati in un bucket Cloud Storage in un progetto diverso, devi assegnare il ruolo Storage > Storage Object Viewer a Vertex AI in quel progetto. Scopri di più.

Se utilizzi un bucket Cloud Storage per ricevere dati dal tuo computer locale per un'operazione di importazione e il bucket si trova in un progetto diverso dal progettoGoogle Cloud , devi assegnare il ruolo Storage > Storage Object Creator a Vertex AI in quel progetto. Scopri di più.

Concedere l'accesso a Vertex AI alle risorse del progetto principale

Per concedere ruoli aggiuntivi a un service agent per Vertex AI nel tuo progetto principale:

  1. Vai alla pagina IAM della console Google Cloud per il tuo progetto principale.

    Vai alla pagina IAM

  2. Seleziona la casella di controllo Includi concessioni di ruoli fornite da Google.

  3. Determina l'agente di servizio a cui vuoi concedere le autorizzazioni e fai clic sull'icona a forma di matita .

    Puoi filtrare in base a Principal:@gcp-sa-aiplatform-cc.iam.gserviceaccount.com per trovare gli agenti di servizio Vertex AI.

  4. Concedi i ruoli richiesti all'agente di servizio e salva le modifiche.

Concedere l'accesso a Vertex AI alle risorse di un altro progetto

Quando utilizzi origini o destinazioni dati in un progetto diverso, devi concedere le autorizzazioni dell'agente di servizio Vertex AI in quel progetto. L'agente di servizio Vertex AI viene creato dopo l'avvio del primo job asincrono (ad esempio, la creazione di un endpoint). Puoi anche creare esplicitamente l'agente di servizio Vertex AI. Per saperne di più, vedi gcloud beta services identity create. Questo comando Google Cloud CLI crea l'agente di servizio principale e l'agente di servizio del codice personalizzato. Tuttavia, nella risposta viene restituito solo l'agente di servizio principale.

Per aggiungere autorizzazioni a Vertex AI in un progetto diverso:

  1. Vai alla pagina IAM della console Google Cloud per il tuo progetto principale (il progetto in cui utilizzi Vertex AI).

    Vai alla pagina IAM

  2. Seleziona la casella di controllo Includi concessioni di ruoli fornite da Google.

  3. Determina l'agente di servizio a cui vuoi concedere le autorizzazioni e copia il suo indirizzo email (elencato in Entità).

    Puoi filtrare in base a Principal:@gcp-sa-aiplatform-cc.iam.gserviceaccount.com per trovare gli agenti di servizio Vertex AI.

  4. Modifica i progetti in modo che corrispondano a quello in cui devi concedere le autorizzazioni.

  5. Fai clic su Aggiungi e inserisci l'indirizzo email in Nuove entità.

  6. Aggiungi tutti i ruoli richiesti e fai clic su Salva.

Fornire l'accesso a Fogli Google

Se utilizzi un'origine dati BigQuery esterna supportata da Fogli Google, devi condividere il foglio con l'account di servizio Vertex AI. L'account di servizio Vertex AI viene creato dopo l'avvio del primo job asincrono (ad esempio, la creazione di un endpoint). Puoi anche creare esplicitamente il account di servizio Vertex AI utilizzando gcloud CLI seguendo questa istruzione.

Per autorizzare Vertex AI ad accedere al file Fogli:

  1. Vai alla pagina IAM della console Google Cloud .

    Vai alla pagina IAM

  2. Cerca il account di servizio con il nome Vertex AI Service Agent e copia il relativo indirizzo email (elencato in Entità).

  3. Apri il file Fogli e condividilo con questo indirizzo.

Passaggi successivi