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 a Per le istanze di Vertex AI Workbench, vedi Istanze di Vertex AI Workbench il controllo dell'accesso.

Vertex AI utilizza IAM per gestire l'accesso Google Cloud. Puoi gestire l'accesso a livello di progetto o di risorsa. A concedere l'accesso alle risorse a livello di progetto, assegnarne una o più roles a un'entità (utente, gruppo o servizio ). Per concedere l'accesso a uno specifico risorsa, imposta un criterio IAM per quella risorsa; la risorsa deve e supportare criteri a livello di risorsa. Il criterio definisce a quali ruoli vengono assegnati quali entità.

È possibile utilizzare diversi tipi di ruoli IAM nelle Vertex AI -

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

• Ruoli di base (Proprietario, Editor e Visualizzatore) forniscono il controllo dell'accesso a Vertex AI a livello di progetto e sono comuni a tutte le risorse Google Cloud i servizi di machine learning.

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

Per aggiungere, aggiornare o rimuovere questi ruoli nel progetto Vertex AI: consulta la documentazione su concedere, modificare e revocare l'accesso.

Ruoli predefiniti per Vertex AI

Role	Permissions
Vertex AI Administrator (roles/aiplatform.admin) Grants full access to all resources in Vertex AI	aiplatform.* aiplatform.agentExamples.create aiplatform.agentExamples.delete aiplatform.agentExamples.get aiplatform.agentExamples.list aiplatform.agentExamples.update aiplatform.agents.create aiplatform.agents.delete aiplatform.agents.get aiplatform.agents.list aiplatform.agents.update aiplatform.annotationSpecs.create aiplatform.annotationSpecs.delete aiplatform.annotationSpecs.get aiplatform.annotationSpecs.list aiplatform.annotationSpecs.update aiplatform.annotations.create aiplatform.annotations.delete aiplatform.annotations.get aiplatform.annotations.list aiplatform.annotations.update aiplatform.apps.create aiplatform.apps.delete aiplatform.apps.get aiplatform.apps.list aiplatform.apps.update aiplatform.artifacts.create aiplatform.artifacts.delete aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.artifacts.update aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.delete aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.cacheConfigs.update aiplatform.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.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.list aiplatform.featureGroups.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.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.get aiplatform.locations.list 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.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.sessions.get aiplatform.sessions.list aiplatform.sessions.run 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
Colab Enterprise Admin (roles/aiplatform.colabEnterpriseAdmin) Admin role of using colab enterprise.	aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.* aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.setIamPolicy aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update compute.reservations.get compute.reservations.list dataform.* dataform.compilationResults.create dataform.compilationResults.get dataform.compilationResults.list dataform.compilationResults.query dataform.locations.get dataform.locations.list dataform.releaseConfigs.create dataform.releaseConfigs.delete dataform.releaseConfigs.get dataform.releaseConfigs.list dataform.releaseConfigs.update dataform.repositories.commit dataform.repositories.computeAccessTokenStatus dataform.repositories.create dataform.repositories.delete dataform.repositories.fetchHistory dataform.repositories.fetchRemoteBranches dataform.repositories.get dataform.repositories.getIamPolicy dataform.repositories.list dataform.repositories.queryDirectoryContents dataform.repositories.readFile dataform.repositories.setIamPolicy dataform.repositories.update dataform.workflowConfigs.create dataform.workflowConfigs.delete dataform.workflowConfigs.get dataform.workflowConfigs.list dataform.workflowConfigs.update dataform.workflowInvocations.cancel dataform.workflowInvocations.create dataform.workflowInvocations.delete dataform.workflowInvocations.get dataform.workflowInvocations.list dataform.workflowInvocations.query dataform.workspaces.commit dataform.workspaces.create dataform.workspaces.delete dataform.workspaces.fetchFileDiff dataform.workspaces.fetchFileGitStatuses dataform.workspaces.fetchGitAheadBehind dataform.workspaces.get dataform.workspaces.getIamPolicy dataform.workspaces.installNpmPackages dataform.workspaces.list dataform.workspaces.makeDirectory dataform.workspaces.moveDirectory dataform.workspaces.moveFile dataform.workspaces.pull dataform.workspaces.push dataform.workspaces.queryDirectoryContents dataform.workspaces.readFile dataform.workspaces.removeDirectory dataform.workspaces.removeFile dataform.workspaces.reset dataform.workspaces.searchFiles dataform.workspaces.setIamPolicy dataform.workspaces.writeFile resourcemanager.projects.get resourcemanager.projects.list
Colab Enterprise User (roles/aiplatform.colabEnterpriseUser) User role of using colab enterprise.	aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update dataform.locations.* dataform.locations.get dataform.locations.list dataform.repositories.create dataform.repositories.list resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store EntityType owner (roles/aiplatform.entityTypeOwner) Provides full access to all permissions for a particular entity type resource. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.setIamPolicy aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store Admin (roles/aiplatform.featurestoreAdmin) Grants full access to all resources in Vertex AI Feature Store Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.* aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.setIamPolicy aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.featureGroups.* aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.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.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.getIamPolicy aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.setIamPolicy aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.* aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.getIamPolicy aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.setIamPolicy aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.operations.list resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store Data Viewer (roles/aiplatform.featurestoreDataViewer) This role provides permissions to read Feature data. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.get aiplatform.features.list aiplatform.featurestores.batchReadFeatureValues resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store Data Writer (roles/aiplatform.featurestoreDataWriter) This role provides permissions to read and write Feature data. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.writeFeatureValues aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.get aiplatform.features.list aiplatform.featurestores.batchReadFeatureValues resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store Instance Creator (roles/aiplatform.featurestoreInstanceCreator) Administrator of Featurestore resources, but not the child resources under Featurestores. Lowest-level resources where you can grant this role: Featurestore	aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.get aiplatform.featurestores.list aiplatform.featurestores.update
Vertex AI Feature Store Resource Viewer (roles/aiplatform.featurestoreResourceViewer) Viewer of all resources in Vertex AI Feature Store but cannot make changes. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.get aiplatform.entityTypes.list aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.features.get aiplatform.features.list aiplatform.featurestores.get aiplatform.featurestores.list aiplatform.operations.list resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store User ^Beta (roles/aiplatform.featurestoreUser) Deprecated. Use featurestoreAdmin instead.	aiplatform.entityTypes.* aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.setIamPolicy aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.* aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.getIamPolicy aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.setIamPolicy aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.operations.list resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Migration Service User (roles/aiplatform.migrator) Grants access to use migration service in Vertex AI	aiplatform.migratableResources.* aiplatform.migratableResources.migrate aiplatform.migratableResources.search
Notebook Executor User ^Beta (roles/aiplatform.notebookExecutorUser) Grants users full access to schedules and notebook execution jobs.	aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update
Notebook Runtime Admin (roles/aiplatform.notebookRuntimeAdmin) Grants full access to all runtime templates and runtimes in Notebook Service.	aiplatform.notebookRuntimeTemplates.* aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.setIamPolicy aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list compute.reservations.get compute.reservations.list
Notebook Runtime User (roles/aiplatform.notebookRuntimeUser) Grants users permissions to create runtime resources using a runtime template and manage the runtime resources they created.	aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.operations.list
Vertex AI Tensorboard Web App User ^Beta (roles/aiplatform.tensorboardWebAppUser) Grants access to the Vertex AI TensorBoard web app.	aiplatform.tensorboards.recordAccess
Vertex AI User (roles/aiplatform.user) Grants access to use all resource in Vertex AI	aiplatform.agentExamples.* aiplatform.agentExamples.create aiplatform.agentExamples.delete aiplatform.agentExamples.get aiplatform.agentExamples.list aiplatform.agentExamples.update aiplatform.agents.* aiplatform.agents.create aiplatform.agents.delete aiplatform.agents.get aiplatform.agents.list aiplatform.agents.update aiplatform.annotationSpecs.* aiplatform.annotationSpecs.create aiplatform.annotationSpecs.delete aiplatform.annotationSpecs.get aiplatform.annotationSpecs.list aiplatform.annotationSpecs.update aiplatform.annotations.* aiplatform.annotations.create aiplatform.annotations.delete aiplatform.annotations.get aiplatform.annotations.list aiplatform.annotations.update aiplatform.apps.* aiplatform.apps.create aiplatform.apps.delete aiplatform.apps.get aiplatform.apps.list aiplatform.apps.update aiplatform.artifacts.* aiplatform.artifacts.create aiplatform.artifacts.delete aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.artifacts.update aiplatform.batchPredictionJobs.* aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.delete aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.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.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.* 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.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.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.sessions.* aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.specialistPools.* aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.* aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.trainingPipelines.* aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.* aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.* aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.vertexTune resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Viewer (roles/aiplatform.viewer) Grants access to view all resource in Vertex AI	aiplatform.agentExamples.get aiplatform.agentExamples.list aiplatform.agents.get aiplatform.agents.list aiplatform.annotationSpecs.get aiplatform.annotationSpecs.list aiplatform.annotations.get aiplatform.annotations.list aiplatform.apps.get aiplatform.apps.list aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.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.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.extensions.get aiplatform.extensions.list aiplatform.featureGroups.get aiplatform.featureGroups.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.* aiplatform.locations.get aiplatform.locations.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.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.schedules.get aiplatform.schedules.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

La versione precedente di Google Cloud ruoli di base sono comuni a tutti i servizi Google Cloud. Questi ruoli sono Proprietario, Editor e Visualizzatore.

I ruoli di base forniscono autorizzazioni in Google Cloud, non solo per Vertex AI. Per questo motivo, dovresti usare Vertex AI ruoli, se possibile.

Ruoli personalizzati

Se i ruoli IAM predefiniti per Vertex AI non soddisfano in base alle tue esigenze, puoi definire ruoli personalizzati. I ruoli personalizzati ti consentono di scegliere un insieme specifico di autorizzazioni, creare un ruolo con queste autorizzazioni e concedere il ruolo agli utenti della tua organizzazione. Per ulteriori informazioni, vedi Informazioni sui ruoli IAM personalizzati.

Criteri a livello di progetto e di risorsa

L'impostazione di un criterio a livello di risorsa non influenzano i criteri a livello di progetto. Una risorsa eredita tutti i criteri di discendenza. Puoi utilizzare questi due livelli di granularità per personalizzare le autorizzazioni. Ad esempio, puoi concedere agli utenti autorizzazioni di lettura a livello di progetto, possono leggere tutte le risorse del progetto e tu puoi concedere agli utenti la possibilità di scrivere autorizzazioni per risorsa (a livello di risorsa).

Non tutti i ruoli e le risorse predefiniti di Vertex AI supportano a livello di risorsa. Per vedere quali ruoli possono essere utilizzati e su quali risorse, visualizza le descrizioni per ciascun ruolo.

Risorse supportate

Vertex AI supporta l'archivio di caratteristiche Vertex AI Feature Store risorse e tipi di entità. Per ulteriori informazioni, consulta la sezione Controllare l'accesso a: Risorse di Vertex AI Feature Store.

Dopo aver concesso o revocato l'accesso a una risorsa, le modifiche richiedono del tempo propagarsi. Per ulteriori informazioni, consulta Modifica dell'accesso. la propagazione.

Informazioni sugli account di servizio e sugli agenti di servizio

Account di servizio

Un account di servizio. è un account speciale utilizzato da un'applicazione o da una macchina virtuale (VM) non è una persona. Puoi creare e assegnare autorizzazioni al servizio per concedere autorizzazioni specifiche a una risorsa o a 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 per un modello con addestramento personalizzato, leggi l'articolo Utilizzare un servizio personalizzato Google Cloud.

Gli account di servizio sono identificati da un indirizzo email.

Agenti di servizio

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

Nota: non rimuovere le autorizzazioni e i ruoli predefiniti degli account di servizio predefiniti a meno che tu non abbia la certezza che non siano necessarie.

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

Nome	Utilizzato per	Indirizzo email	Ruolo
Agente di servizio Vertex AI	Funzionalità di Vertex AI	[e-mail]	roles/aiplatform.serviceAgent
Agente di servizio del codice personalizzato Vertex AI	Codice di addestramento personalizzato Codice dell'applicazione Ray on Vertex AI	[e-mail]	roles/aiplatform.customCodeServiceAgent
Agente di servizio estensione Vertex AI	Estensioni Vertex	[e-mail]	roles/aiplatform.extensionServiceAgent
Account di servizio Cloud AI Platform Notebooks	Funzionalità di Vertex AI Workbench	[e-mail]	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

Vedi i ruoli e le autorizzazioni seguenti concessi a Agenti di servizio Vertex AI.

Ruolo	Autorizzazioni
Agente di servizio Vertex AI (roles/aiplatform.serviceAgent) Concede a Vertex AI le autorizzazioni necessarie per il funzionamento. Avviso: non concedere i ruoli di agente di servizio ad alcuna entità ad eccezione di agenti di servizio.	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.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.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.* 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.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.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.sessions.* aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run 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.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 logging.logEntries.create logging.logEntries.route ml.models.list ml.operations.get ml.versions.get ml.versions.list monitoring.notificationChannels.get 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.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
Agente di servizio del codice personalizzato Vertex AI (roles/aiplatform.customCodeServiceAgent) Concede al codice personalizzato Vertex AI le autorizzazioni appropriate. Avviso: non concedere i ruoli di agente di servizio ad alcuna entità ad eccezione di agenti di servizio.	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.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.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.* 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.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.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.sessions.* aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run 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
Agente di servizio AI Platform Notebooks (roles/notebooks.serviceAgent) Fornisce accesso per consentire all'agente di servizio Notebooks di gestire le istanze blocco note nei progetti degli utenti Avviso: non concedere i ruoli di agente di servizio ad alcuna entità ad eccezione di agenti di servizio.	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 compute.acceleratorTypes.* compute.acceleratorTypes.get compute.acceleratorTypes.list compute.addresses.createInternal compute.addresses.deleteInternal compute.addresses.get compute.addresses.list 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.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.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.use compute.globalForwardingRules.get compute.globalForwardingRules.list compute.globalForwardingRules.listEffectiveTags compute.globalForwardingRules.listTagBindings compute.globalForwardingRules.pscGet 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.delete compute.instanceGroups.get compute.instanceGroups.list 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.addMaintenancePolicies compute.instances.addResourcePolicies compute.instances.attachDisk compute.instances.create compute.instances.createTagBinding compute.instances.delete compute.instances.deleteAccessConfig 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.removeMaintenancePolicies 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.interconnectAttachments.get compute.interconnectAttachments.list compute.interconnectLocations.* compute.interconnectLocations.get compute.interconnectLocations.list compute.interconnectRemoteLocations.* compute.interconnectRemoteLocations.get compute.interconnectRemoteLocations.list compute.interconnects.get compute.interconnects.list compute.licenseCodes.* compute.licenseCodes.get compute.licenseCodes.getIamPolicy compute.licenseCodes.list compute.licenseCodes.setIamPolicy compute.licenseCodes.update compute.licenseCodes.use compute.licenses.* compute.licenses.create compute.licenses.delete compute.licenses.get compute.licenses.getIamPolicy compute.licenses.list compute.licenses.setIamPolicy compute.machineImages.* compute.machineImages.create compute.machineImages.delete compute.machineImages.get compute.machineImages.getIamPolicy compute.machineImages.list compute.machineImages.setIamPolicy compute.machineImages.useReadOnly compute.machineTypes.* compute.machineTypes.get compute.machineTypes.list compute.maintenancePolicies.get compute.maintenancePolicies.getIamPolicy compute.maintenancePolicies.list compute.networkAttachments.get compute.networkAttachments.getIamPolicy compute.networkAttachments.list compute.networkEdgeSecurityServices.get compute.networkEdgeSecurityServices.list 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.getIamPolicy compute.networkEndpointGroups.list compute.networkEndpointGroups.listEffectiveTags compute.networkEndpointGroups.listTagBindings compute.networkEndpointGroups.setIamPolicy compute.networkEndpointGroups.use 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.projects.get compute.projects.setCommonInstanceMetadata compute.publicAdvertisedPrefixes.get compute.publicAdvertisedPrefixes.list compute.publicDelegatedPrefixes.get compute.publicDelegatedPrefixes.list 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.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.regionUrlMaps.get compute.regionUrlMaps.list compute.regionUrlMaps.listEffectiveTags compute.regionUrlMaps.listTagBindings compute.regionUrlMaps.validate compute.regions.* compute.regions.get compute.regions.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.listRoutePolicies compute.routes.get compute.routes.list compute.routes.listEffectiveTags compute.routes.listTagBindings compute.securityPolicies.get compute.securityPolicies.getIamPolicy compute.securityPolicies.list compute.securityPolicies.listEffectiveTags compute.securityPolicies.listTagBindings compute.serviceAttachments.get compute.serviceAttachments.getIamPolicy compute.serviceAttachments.list 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.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.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.urlMaps.get compute.urlMaps.list compute.urlMaps.listEffectiveTags compute.urlMaps.listTagBindings compute.urlMaps.validate compute.vpnGateways.get compute.vpnGateways.list compute.vpnTunnels.get compute.vpnTunnels.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

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

A volte devi concedere ruoli aggiuntivi a un servizio Vertex AI un agente. Ad esempio, se hai bisogno di Vertex AI per accedere a per un bucket Cloud Storage di un progetto diverso, dovrai concedere uno o altri ruoli aggiuntivi all'agente di servizio.

Nota: se vuoi che il tuo codice di addestramento personalizzato riceva un token di accesso per OAuth 2.0 con l'ambito https://www.googleapis.com/auth/cloud-platform, devi usa un account di servizio personalizzato per l'addestramento. Non puoi concedere questo livello di accesso all'agente di servizio del codice personalizzato Vertex AI.

Requisiti per l'aggiunta di ruoli per BigQuery

La tabella seguente descrive i ruoli aggiuntivi richiesti aggiunto all'agente di servizio Vertex AI per BigQuery in un altro progetto o se è supportata da un'origine dati esterna.

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

Tipo di tabella	Progetto tabella	Progetto origine dati	Aggiunta del ruolo obbligatoria
Tabella BigQuery nativa	Progetto casa	N/D	Nessuno.
Tabella BigQuery nativa	Progetto diverso	N/D	BigQuery Data Viewer per un altro progetto. Scopri di più.
Vista BigQuery	Progetto 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 casa	Progetto casa	Bigtable Reader per il progetto Home. Scopri di più.
Origine dati BigQuery esterna supportata da Bigtable	Progetto 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 un altro progetto. Scopri di più.
Origine dati BigQuery esterna supportata da Cloud Storage	Progetto casa	Progetto casa	Nessuno.
Origine dati BigQuery esterna supportata da Cloud Storage	Progetto 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 un altro progetto. Scopri di più.
Origine dati BigQuery esterna supportata da Fogli Google	Progetto casa	N/D	Condividi il file di Fogli con l'account di servizio Vertex AI. Scopri di più.
Origine dati BigQuery esterna supportata da Fogli Google	Progetto diverso	N/D	BigQuery Reader per un altro progetto e condividi il file di 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 da un'altra 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 dalla tua computer per un'operazione di importazione e il bucket si trova in un progetto diverso da progetto Google Cloud, devi fornire Storage > Storage Object Creator a Vertex AI in quel progetto. Scopri di più.

Concedi l'accesso a Vertex AI alle risorse nel tuo progetto domestico

Per concedere ruoli aggiuntivi a un agente di servizio per Vertex AI nel tuo progetto domestico:

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

   Vai alla pagina IAM

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

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

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

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

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

Quando utilizzi origini dati o destinazioni in un altro progetto, devi fornire le autorizzazioni dell'account di servizio Vertex AI in quel progetto. La L'account di servizio Vertex AI viene creato dopo il primo avvio un job asincrono (ad esempio, la creazione di un endpoint). Puoi anche creare esplicitamente l'account di servizio Vertex AI mediante gcloud CLI seguendo questi istruzioni. Questo comando gcloud creerà sia l'account di servizio predefinito sia l'account di servizio con codice personalizzato, anche se nella risposta verrà restituito solo l'account di servizio predefinito.

Per aggiungere autorizzazioni a Vertex AI in un progetto diverso:

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

   Vai alla pagina IAM

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

3. Stabilisci l'agente di servizio a cui vuoi concedere l'accesso e copiarne l'indirizzo email (elencato in Entità).

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

4. Passa ai progetti per 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 Google Fogli, devi condividere il foglio con il servizio Vertex AI . L'account di servizio Vertex AI viene creato dopo l'avvio il primo job asincrono (ad esempio, la creazione di un endpoint). Puoi anche esplicitamente crea l'account di servizio Vertex AI mediante gcloud CLI seguendo questo istruzioni.

Per autorizzare Vertex AI ad accedere al file di Fogli:

1. Vai alla pagina IAM della console Google Cloud.

   Vai alla pagina IAM

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

3. Apri il file di Fogli e condividilo con quell'indirizzo.

Passaggi successivi

• Scopri di più su IAM.
• Scopri di più sulle autorizzazioni IAM specifiche e sulle operazioni che supportano.
• Panoramica di Vertex AI.