Controle de acesso da Vertex AI com IAM

Nesta página, descrevemos como usar o Identity and Access Management (IAM) para gerenciar o acesso aos recursos do Vertex AI Workbench. Para gerenciar o acesso às instâncias do Vertex AI Workbench, consulte Controle de acesso de instâncias do Vertex AI Workbench.

Informações gerais

O Vertex AI Workbench usa o IAM para gerenciar o acesso aos recursos. Ao planejar o controle de acesso dos seus recursos, considere o seguinte:

• É possível gerenciar o acesso no nível do projeto ou do recurso. O acesso no nível do projeto se aplica a todos os recursos do projeto. O acesso a um recurso específico se aplica apenas ao recurso. Consulte Acesso no nível do projeto e no nível do recurso.

• Para conceder acesso, você atribui papéis do IAM a participantes. Há papéis predefinidos disponíveis para facilitar a configuração do acesso, mas recomendamos usar papéis personalizados para limitar o acesso apenas às permissões necessárias. Consulte Papéis do IAM.

Papéis do IAM

Há diferentes tipos de papéis do IAM que podem ser usados na Vertex AI:

• Os papéis personalizados permitem escolher um conjunto específico de permissões, criar seu próprio papel com elas e concedê-lo aos usuários da organização.

• Os papéis predefinidos permitem conceder um conjunto de permissões relacionadas aos recursos da Vertex AI no nível do projeto.

• Os papéis básicos (proprietário, editor e visualizador) controlam o acesso aos recursos da Vertex AI no nível do projeto e são comuns a todos os serviços do Google Cloud.

Para adicionar, atualizar ou remover esses papéis do projeto da Vertex AI, consulte a documentação sobre como conceder, alterar e revogar acesso.

Papéis personalizados

Com os papéis personalizados, você escolhe um conjunto específico de permissões, cria seu próprio papel com elas e o concede aos usuários da organização. Para mais informações, consulte Noções básicas sobre papéis personalizados do IAM.

Usar papéis personalizados para conceder as permissões de privilégio mínimo

Os papéis predefinidos geralmente contêm mais permissões do que o necessário. É possível criar papéis personalizados para conceder aos principais apenas as permissões específicas necessárias.

Por exemplo, é possível criar um papel personalizado com a permissão aiplatform.endpoints.predict e atribuir o papel a uma conta de serviço em um endpoint. Assim a conta de serviço pode chamar o endpoint para previsões, mas não pode controlá-lo.

Observação: ao usar papéis personalizados, a concessão da permissão aiplatform.endpoints.deploy pode permitir que um usuário exporte outros modelos implantados ou implantáveis do projeto. Se você quer autorizar alguém a implantar determinados modelos, mas não outros, recomendamos o uso de projetos separados.

Papéis predefinidos da 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.cachedContents.create aiplatform.cachedContents.delete aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.cachedContents.update aiplatform.consents.get aiplatform.consents.update aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.delete aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.create aiplatform.dataItems.delete aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataItems.update aiplatform.dataLabelingJobs.cancel aiplatform.dataLabelingJobs.create aiplatform.dataLabelingJobs.delete aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.export aiplatform.datasets.get aiplatform.datasets.import aiplatform.datasets.list aiplatform.datasets.update aiplatform.deploymentResourcePools.create aiplatform.deploymentResourcePools.delete aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.deploymentResourcePools.update aiplatform.edgeDeploymentJobs.create aiplatform.edgeDeploymentJobs.delete aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.create aiplatform.edgeDevices.delete aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.edgeDevices.update aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.getIamPolicy aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.setIamPolicy aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.setIamPolicy aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.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.config.get dataform.config.update dataform.locations.get dataform.locations.list dataform.releaseConfigs.create dataform.releaseConfigs.delete dataform.releaseConfigs.get dataform.releaseConfigs.list dataform.releaseConfigs.update dataform.repositories.commit dataform.repositories.computeAccessTokenStatus dataform.repositories.create dataform.repositories.delete dataform.repositories.fetchHistory dataform.repositories.fetchRemoteBranches dataform.repositories.get dataform.repositories.getIamPolicy dataform.repositories.list dataform.repositories.queryDirectoryContents dataform.repositories.readFile dataform.repositories.setIamPolicy dataform.repositories.update dataform.workflowConfigs.create dataform.workflowConfigs.delete dataform.workflowConfigs.get dataform.workflowConfigs.list dataform.workflowConfigs.update dataform.workflowInvocations.cancel dataform.workflowInvocations.create dataform.workflowInvocations.delete dataform.workflowInvocations.get dataform.workflowInvocations.list dataform.workflowInvocations.query dataform.workspaces.commit dataform.workspaces.create dataform.workspaces.delete dataform.workspaces.fetchFileDiff dataform.workspaces.fetchFileGitStatuses dataform.workspaces.fetchGitAheadBehind dataform.workspaces.get dataform.workspaces.getIamPolicy dataform.workspaces.installNpmPackages dataform.workspaces.list dataform.workspaces.makeDirectory dataform.workspaces.moveDirectory dataform.workspaces.moveFile dataform.workspaces.pull dataform.workspaces.push dataform.workspaces.queryDirectoryContents dataform.workspaces.readFile dataform.workspaces.removeDirectory dataform.workspaces.removeFile dataform.workspaces.reset dataform.workspaces.searchFiles dataform.workspaces.setIamPolicy dataform.workspaces.writeFile resourcemanager.projects.get resourcemanager.projects.list
Colab Enterprise User (roles/aiplatform.colabEnterpriseUser) User role of using colab enterprise.	aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update dataform.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 Platform Express Admin ^Beta (roles/aiplatform.expressAdmin) Grants admin access to Vertex AI Express	aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.get aiplatform.datasets.list aiplatform.datasets.update aiplatform.endpoints.predict
Vertex AI Platform Express User ^Beta (roles/aiplatform.expressUser) Grants user access to Vertex AI Express	aiplatform.endpoints.predict
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.cachedContents.* aiplatform.cachedContents.create aiplatform.cachedContents.delete aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.cachedContents.update aiplatform.consents.get aiplatform.contexts.* aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.customJobs.* aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.delete aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.* aiplatform.dataItems.create aiplatform.dataItems.delete aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataItems.update aiplatform.dataLabelingJobs.* aiplatform.dataLabelingJobs.cancel aiplatform.dataLabelingJobs.create aiplatform.dataLabelingJobs.delete aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.* aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.export aiplatform.datasets.get aiplatform.datasets.import aiplatform.datasets.list aiplatform.datasets.update aiplatform.deploymentResourcePools.* aiplatform.deploymentResourcePools.create aiplatform.deploymentResourcePools.delete aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.deploymentResourcePools.update aiplatform.edgeDeploymentJobs.* aiplatform.edgeDeploymentJobs.create aiplatform.edgeDeploymentJobs.delete aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.* aiplatform.edgeDevices.create aiplatform.edgeDevices.delete aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.edgeDevices.update aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.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.cachedContents.get aiplatform.cachedContents.list aiplatform.consents.get aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasets.get aiplatform.datasets.list aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.endpoints.get aiplatform.endpoints.list aiplatform.entityTypes.get aiplatform.entityTypes.list aiplatform.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

Papéis básicos

Os papéis básicos mais antigos do Google Cloud são comuns a todos os serviços do Google Cloud. Esses papéis são Proprietário, Editor e Visualizador.

Os papéis básicos incluem milhares de permissões em todos os serviços do Google Cloud. Em ambientes de produção, não conceda papéis básicos, a menos que não haja alternativa. Em vez disso, conceda os papéis predefinidos mais limitados ou papéis personalizados que atendam às suas necessidades.

Acesso no nível do projeto e no nível do recurso

É possível gerenciar o acesso no nível do projeto ou do recurso. Você também pode gerenciar o acesso no nível da pasta ou da organização.

Para a maioria dos recursos da Vertex AI, o acesso só pode ser controlado pelo projeto, pela pasta e pela organização. O acesso a recursos individuais só pode ser concedido para tipos de recursos específicos, por exemplo, um endpoint ou um featurestore.

Os usuários compartilham o controle de todos os recursos que eles podem acessar. Por exemplo, se um usuário registra um modelo, todos os outros usuários autorizados no projeto podem acessar, alterar e excluir o modelo.

Para conceder acesso a recursos no nível do projeto, atribua um ou mais papéis a um principal (usuário, grupo ou conta de serviço).

Para recursos do Vertex AI que permitem conceder acesso no nível do recurso, defina uma política do IAM nesse recurso. A política define quais papéis são atribuídos a quais principais.

Definir uma política no nível do recurso não afeta as políticas no nível do projeto. Um recurso herda todas as políticas do ancestral. Você pode usar esses dois níveis de granularidade para personalizar permissões. Por exemplo, é possível conceder aos usuários permissões de leitura no nível do projeto para que eles leiam todos os recursos no projeto. Em seguida, conceda aos usuários permissões de gravação por recurso (no nível do recurso).

Nem todos os papéis e recursos predefinidos da Vertex AI são compatíveis com políticas no nível do recurso. Para identificar quais papéis podem ser usados em quais recursos, consulte a tabela de papéis predefinidos.

Recursos com suporte

A Vertex AI é compatível com a featurestore e os recursos de tipo de entidade da Vertex AI Feature Store. Para mais informações, consulte Controlar o acesso aos recursos da Vertex AI Feature Store.

Depois de conceder ou revogar o acesso a um recurso, essas alterações levam algum tempo para serem propagadas. Para mais informações, consulte Propagação de alteração de acesso.

Recursos, contas de serviço e agentes de serviço

Os serviços da Vertex AI geralmente gerenciam recursos de longa duração que realizam ações, como executar um job de treinamento que lê dados de treinamento ou disponibilizar um modelo de aprendizado de máquina (ML) que lê o peso do modelo. Esses recursos independentes têm uma identidade própria ao realizar ações. Essa identidade é diferente da identidade do principal que criou o recurso. As permissões concedidas à identidade do recurso definem quais dados e outros recursos ele pode acessar, e não as permissões do principal que criou o recurso.

Por padrão, os recursos da Vertex AI usam contas de serviço gerenciadas pela Vertex AI como uma identidade de recurso. Essas contas de serviço são chamadas de agentes de serviço da Vertex AI e são anexadas ao projeto em que o recurso é criado. Os usuários com permissões específicas da Vertex AI podem criar recursos que usam agentes de serviço da Vertex AI. Em alguns serviços, é possível especificar uma conta de serviço para anexar ao recurso. O recurso usa essa conta de serviço para acessar outros recursos e serviços. Para saber mais sobre contas de serviço, consulte contas de serviço.

A Vertex AI usa diferentes agentes de serviço, dependendo das APIs que estão sendo chamadas. Cada agente de serviço tem permissões específicas do IAM no projeto a que está vinculado. Essas permissões são usadas pela identidade do recurso para realizar ações, e podem incluir acesso somente leitura a todos os recursos do Cloud Storage e dados do BigQuery no projeto.

Contas de serviço

Uma conta de serviço é um tipo especial de conta usada por um aplicativo ou instância de máquina virtual (VM), não uma pessoa. É possível criar e atribuir permissões a contas de serviço para dar permissões específicas a um recurso ou aplicativo.

Para saber como usar uma conta de serviço para personalizar as permissões disponíveis de um contêiner de treinamento personalizado ou um contêiner que disponibilize predições on-line para um modelo treinado personalizado, leia Usar uma conta de serviço personalizada para criar um anexo da VLAN de monitoramento.

As contas de serviço são identificadas por um endereço de e-mail.

Agentes de serviço

Os agentes de serviço são fornecidos automaticamente e permitem que um serviço acesse recursos em seu nome.

Observação: não remova papéis e permissões padrão de contas de serviço padrão, a menos que você tenha certeza de que elas são desnecessárias.

Quando um agente de serviço é criado, ele recebe um papel predefinido para o projeto. A tabela a seguir lista os agentes de serviço da Vertex AI, os endereços de e-mail e os respectivos papéis:

Nome	Usado para	Endereço de e-mail	Papel
Agente de serviço da Vertex AI	Recursos da Vertex AI	[e-mail]	roles/aiplatform.serviceAgent
Agente de serviço de código personalizado da Vertex AI	Código de treinamento personalizado Ray no código do aplicativo da Vertex AI	[e-mail]	roles/aiplatform.customCodeServiceAgent
Agente de serviço da extensão Vertex AI	Extensões do Vertex	[e-mail]	roles/aiplatform.extensionServiceAgent
Conta de serviços do AI Platform Notebooks do Cloud	Recursos do Vertex AI Workbench	[e-mail]	roles/notebooks.serviceAgent

O Agente de serviço de código personalizado da Vertex AI será criado somente se você executar um código de treinamento personalizado para treinar um modelo personalizado.

Papéis e permissões do agente de serviço

Confira os seguintes papéis e permissões concedidos aos agentes de serviço da Vertex AI.

Papel	Permissões
Agente de serviço da Vertex AI (roles/aiplatform.serviceAgent) Concede à Vertex AI as permissões necessárias para funcionar. Aviso: não conceda papéis de agente de serviço a principais, exceto a agentes de serviço.	aiplatform.agentExamples.* aiplatform.agentExamples.create aiplatform.agentExamples.delete aiplatform.agentExamples.get aiplatform.agentExamples.list aiplatform.agentExamples.update aiplatform.agents.* aiplatform.agents.create aiplatform.agents.delete aiplatform.agents.get aiplatform.agents.list aiplatform.agents.update aiplatform.annotationSpecs.* aiplatform.annotationSpecs.create aiplatform.annotationSpecs.delete aiplatform.annotationSpecs.get aiplatform.annotationSpecs.list aiplatform.annotationSpecs.update aiplatform.annotations.* aiplatform.annotations.create aiplatform.annotations.delete aiplatform.annotations.get aiplatform.annotations.list aiplatform.annotations.update aiplatform.apps.* aiplatform.apps.create aiplatform.apps.delete aiplatform.apps.get aiplatform.apps.list aiplatform.apps.update aiplatform.artifacts.* aiplatform.artifacts.create aiplatform.artifacts.delete aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.artifacts.update aiplatform.batchPredictionJobs.* aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.delete aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.cachedContents.* aiplatform.cachedContents.create aiplatform.cachedContents.delete aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.cachedContents.update aiplatform.consents.get aiplatform.contexts.* aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.customJobs.* aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.delete aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.* aiplatform.dataItems.create aiplatform.dataItems.delete aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataItems.update aiplatform.dataLabelingJobs.* aiplatform.dataLabelingJobs.cancel aiplatform.dataLabelingJobs.create aiplatform.dataLabelingJobs.delete aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.* aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.export aiplatform.datasets.get aiplatform.datasets.import aiplatform.datasets.list aiplatform.datasets.update aiplatform.deploymentResourcePools.* aiplatform.deploymentResourcePools.create aiplatform.deploymentResourcePools.delete aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.deploymentResourcePools.update aiplatform.edgeDeploymentJobs.* aiplatform.edgeDeploymentJobs.create aiplatform.edgeDeploymentJobs.delete aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.* aiplatform.edgeDevices.create aiplatform.edgeDevices.delete aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.edgeDevices.update aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.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 iam.serviceAccounts.getOpenIdToken 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.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 de serviço de código personalizado da Vertex AI (roles/aiplatform.customCodeServiceAgent) Concede as permissões adequadas ao código personalizado da Vertex AI. Aviso: não conceda papéis de agente de serviço a principais, exceto a agentes de serviço.	aiplatform.agentExamples.* aiplatform.agentExamples.create aiplatform.agentExamples.delete aiplatform.agentExamples.get aiplatform.agentExamples.list aiplatform.agentExamples.update aiplatform.agents.* aiplatform.agents.create aiplatform.agents.delete aiplatform.agents.get aiplatform.agents.list aiplatform.agents.update aiplatform.annotationSpecs.* aiplatform.annotationSpecs.create aiplatform.annotationSpecs.delete aiplatform.annotationSpecs.get aiplatform.annotationSpecs.list aiplatform.annotationSpecs.update aiplatform.annotations.* aiplatform.annotations.create aiplatform.annotations.delete aiplatform.annotations.get aiplatform.annotations.list aiplatform.annotations.update aiplatform.apps.* aiplatform.apps.create aiplatform.apps.delete aiplatform.apps.get aiplatform.apps.list aiplatform.apps.update aiplatform.artifacts.* aiplatform.artifacts.create aiplatform.artifacts.delete aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.artifacts.update aiplatform.batchPredictionJobs.* aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.delete aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.cachedContents.* aiplatform.cachedContents.create aiplatform.cachedContents.delete aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.cachedContents.update aiplatform.consents.get aiplatform.contexts.* aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.customJobs.* aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.delete aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.* aiplatform.dataItems.create aiplatform.dataItems.delete aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataItems.update aiplatform.dataLabelingJobs.* aiplatform.dataLabelingJobs.cancel aiplatform.dataLabelingJobs.create aiplatform.dataLabelingJobs.delete aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.* aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.export aiplatform.datasets.get aiplatform.datasets.import aiplatform.datasets.list aiplatform.datasets.update aiplatform.deploymentResourcePools.* aiplatform.deploymentResourcePools.create aiplatform.deploymentResourcePools.delete aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.deploymentResourcePools.update aiplatform.edgeDeploymentJobs.* aiplatform.edgeDeploymentJobs.create aiplatform.edgeDeploymentJobs.delete aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.* aiplatform.edgeDevices.create aiplatform.edgeDevices.delete aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.edgeDevices.update aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.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 de serviço do AI Platform Notebooks (roles/notebooks.serviceAgent) Concede acesso de gerenciamento de instâncias de notebooks em projetos de usuário para agentes de serviço de notebooks Aviso: não conceda papéis de agente de serviço a principais, exceto a agentes de serviço.	aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update backupdr.backupPlanAssociations.createForComputeInstance backupdr.backupPlanAssociations.deleteForComputeInstance backupdr.backupPlanAssociations.list backupdr.backupPlanAssociations.triggerBackupForComputeInstance backupdr.backupPlans.useForComputeInstance compute.acceleratorTypes.* compute.acceleratorTypes.get compute.acceleratorTypes.list compute.addresses.createInternal compute.addresses.deleteInternal compute.addresses.get compute.addresses.list compute.addresses.listEffectiveTags compute.addresses.listTagBindings compute.addresses.use compute.addresses.useInternal compute.autoscalers.* compute.autoscalers.create compute.autoscalers.delete compute.autoscalers.get compute.autoscalers.list compute.autoscalers.update compute.backendBuckets.get compute.backendBuckets.getIamPolicy compute.backendBuckets.list compute.backendBuckets.listEffectiveTags compute.backendBuckets.listTagBindings compute.backendServices.get compute.backendServices.getIamPolicy compute.backendServices.list compute.backendServices.listEffectiveTags compute.backendServices.listTagBindings compute.commitments.get compute.commitments.list compute.diskTypes.* compute.diskTypes.get compute.diskTypes.list compute.disks.* compute.disks.addResourcePolicies compute.disks.create compute.disks.createSnapshot compute.disks.createTagBinding compute.disks.delete compute.disks.deleteTagBinding compute.disks.get compute.disks.getIamPolicy compute.disks.list compute.disks.listEffectiveTags compute.disks.listTagBindings compute.disks.removeResourcePolicies compute.disks.resize compute.disks.setIamPolicy compute.disks.setLabels compute.disks.startAsyncReplication compute.disks.stopAsyncReplication compute.disks.stopGroupAsyncReplication compute.disks.update compute.disks.use compute.disks.useReadOnly compute.externalVpnGateways.get compute.externalVpnGateways.list compute.externalVpnGateways.listEffectiveTags compute.externalVpnGateways.listTagBindings compute.firewallPolicies.get compute.firewallPolicies.getIamPolicy compute.firewallPolicies.list compute.firewallPolicies.listEffectiveTags compute.firewallPolicies.listTagBindings compute.firewalls.get compute.firewalls.list compute.firewalls.listEffectiveTags compute.firewalls.listTagBindings compute.forwardingRules.get compute.forwardingRules.list compute.forwardingRules.listEffectiveTags compute.forwardingRules.listTagBindings compute.futureReservations.get compute.futureReservations.getIamPolicy compute.futureReservations.list compute.globalAddresses.get compute.globalAddresses.list compute.globalAddresses.listEffectiveTags compute.globalAddresses.listTagBindings compute.globalAddresses.use compute.globalForwardingRules.get compute.globalForwardingRules.list compute.globalForwardingRules.listEffectiveTags compute.globalForwardingRules.listTagBindings compute.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.createTagBinding compute.instanceGroups.delete compute.instanceGroups.deleteTagBinding compute.instanceGroups.get compute.instanceGroups.list compute.instanceGroups.listEffectiveTags compute.instanceGroups.listTagBindings compute.instanceGroups.update compute.instanceGroups.use compute.instanceSettings.* compute.instanceSettings.get compute.instanceSettings.update compute.instanceTemplates.* compute.instanceTemplates.create compute.instanceTemplates.delete compute.instanceTemplates.get compute.instanceTemplates.getIamPolicy compute.instanceTemplates.list compute.instanceTemplates.setIamPolicy compute.instanceTemplates.useReadOnly compute.instances.* compute.instances.addAccessConfig compute.instances.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.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.interconnectAttachments.listEffectiveTags compute.interconnectAttachments.listTagBindings compute.interconnectLocations.* compute.interconnectLocations.get compute.interconnectLocations.list compute.interconnectRemoteLocations.* compute.interconnectRemoteLocations.get compute.interconnectRemoteLocations.list compute.interconnects.get compute.interconnects.list compute.interconnects.listEffectiveTags compute.interconnects.listTagBindings compute.licenseCodes.* compute.licenseCodes.get compute.licenseCodes.getIamPolicy compute.licenseCodes.list compute.licenseCodes.setIamPolicy compute.licenseCodes.update compute.licenses.* compute.licenses.create compute.licenses.delete compute.licenses.get compute.licenses.getIamPolicy compute.licenses.list compute.licenses.setIamPolicy compute.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.multiMig.* compute.multiMig.create compute.multiMig.delete compute.multiMig.get compute.multiMig.list compute.networkAttachments.get compute.networkAttachments.getIamPolicy compute.networkAttachments.list compute.networkAttachments.listEffectiveTags compute.networkAttachments.listTagBindings compute.networkEdgeSecurityServices.get compute.networkEdgeSecurityServices.list compute.networkEdgeSecurityServices.listEffectiveTags compute.networkEdgeSecurityServices.listTagBindings compute.networkEndpointGroups.* compute.networkEndpointGroups.attachNetworkEndpoints compute.networkEndpointGroups.create compute.networkEndpointGroups.createTagBinding compute.networkEndpointGroups.delete compute.networkEndpointGroups.deleteTagBinding compute.networkEndpointGroups.detachNetworkEndpoints compute.networkEndpointGroups.get compute.networkEndpointGroups.list compute.networkEndpointGroups.listEffectiveTags compute.networkEndpointGroups.listTagBindings compute.networkEndpointGroups.use compute.networkProfiles.* compute.networkProfiles.get compute.networkProfiles.list compute.networks.get compute.networks.getEffectiveFirewalls compute.networks.getRegionEffectiveFirewalls compute.networks.list compute.networks.listEffectiveTags compute.networks.listPeeringRoutes compute.networks.listTagBindings compute.networks.use compute.networks.useExternalIp compute.nodeGroups.get compute.nodeGroups.getIamPolicy compute.nodeGroups.list compute.nodeTemplates.get compute.nodeTemplates.getIamPolicy compute.nodeTemplates.list compute.nodeTypes.* compute.nodeTypes.get compute.nodeTypes.list compute.organizations.listAssociations compute.packetMirrorings.get compute.packetMirrorings.list compute.packetMirrorings.listEffectiveTags compute.packetMirrorings.listTagBindings compute.projects.get compute.projects.setCommonInstanceMetadata compute.publicAdvertisedPrefixes.get compute.publicAdvertisedPrefixes.list compute.publicDelegatedPrefixes.get compute.publicDelegatedPrefixes.list compute.publicDelegatedPrefixes.listEffectiveTags compute.publicDelegatedPrefixes.listTagBindings compute.regionBackendServices.get compute.regionBackendServices.getIamPolicy compute.regionBackendServices.list compute.regionBackendServices.listEffectiveTags compute.regionBackendServices.listTagBindings compute.regionFirewallPolicies.get compute.regionFirewallPolicies.getIamPolicy compute.regionFirewallPolicies.list compute.regionFirewallPolicies.listEffectiveTags compute.regionFirewallPolicies.listTagBindings compute.regionHealthCheckServices.get compute.regionHealthCheckServices.list compute.regionHealthChecks.get compute.regionHealthChecks.list compute.regionHealthChecks.listEffectiveTags compute.regionHealthChecks.listTagBindings compute.regionNetworkEndpointGroups.* compute.regionNetworkEndpointGroups.attachNetworkEndpoints compute.regionNetworkEndpointGroups.create compute.regionNetworkEndpointGroups.createTagBinding compute.regionNetworkEndpointGroups.delete compute.regionNetworkEndpointGroups.deleteTagBinding compute.regionNetworkEndpointGroups.detachNetworkEndpoints compute.regionNetworkEndpointGroups.get compute.regionNetworkEndpointGroups.list compute.regionNetworkEndpointGroups.listEffectiveTags compute.regionNetworkEndpointGroups.listTagBindings compute.regionNetworkEndpointGroups.use compute.regionNotificationEndpoints.get compute.regionNotificationEndpoints.list compute.regionOperations.get compute.regionOperations.getIamPolicy compute.regionOperations.list compute.regionSecurityPolicies.get compute.regionSecurityPolicies.list compute.regionSecurityPolicies.listEffectiveTags compute.regionSecurityPolicies.listTagBindings compute.regionSslCertificates.get compute.regionSslCertificates.list compute.regionSslCertificates.listEffectiveTags compute.regionSslCertificates.listTagBindings compute.regionSslPolicies.get compute.regionSslPolicies.list compute.regionSslPolicies.listAvailableFeatures compute.regionSslPolicies.listEffectiveTags compute.regionSslPolicies.listTagBindings compute.regionTargetHttpProxies.get compute.regionTargetHttpProxies.list compute.regionTargetHttpProxies.listEffectiveTags compute.regionTargetHttpProxies.listTagBindings compute.regionTargetHttpsProxies.get compute.regionTargetHttpsProxies.list compute.regionTargetHttpsProxies.listEffectiveTags compute.regionTargetHttpsProxies.listTagBindings compute.regionTargetTcpProxies.get compute.regionTargetTcpProxies.list compute.regionTargetTcpProxies.listEffectiveTags compute.regionTargetTcpProxies.listTagBindings compute.regionUrlMaps.get compute.regionUrlMaps.list compute.regionUrlMaps.listEffectiveTags compute.regionUrlMaps.listTagBindings compute.regionUrlMaps.validate compute.regions.* compute.regions.get compute.regions.list compute.reservations.get compute.reservations.list compute.resourcePolicies.* compute.resourcePolicies.create compute.resourcePolicies.delete compute.resourcePolicies.get compute.resourcePolicies.getIamPolicy compute.resourcePolicies.list compute.resourcePolicies.setIamPolicy compute.resourcePolicies.update compute.resourcePolicies.use compute.resourcePolicies.useReadOnly compute.routers.get compute.routers.getRoutePolicy compute.routers.list compute.routers.listBgpRoutes compute.routers.listEffectiveTags compute.routers.listRoutePolicies compute.routers.listTagBindings compute.routes.get compute.routes.list compute.routes.listEffectiveTags compute.routes.listTagBindings compute.securityPolicies.get compute.securityPolicies.list compute.securityPolicies.listEffectiveTags compute.securityPolicies.listTagBindings compute.serviceAttachments.get compute.serviceAttachments.getIamPolicy compute.serviceAttachments.list compute.serviceAttachments.listEffectiveTags compute.serviceAttachments.listTagBindings compute.snapshotSettings.get compute.snapshots.* compute.snapshots.create compute.snapshots.createTagBinding compute.snapshots.delete compute.snapshots.deleteTagBinding compute.snapshots.get compute.snapshots.getIamPolicy compute.snapshots.list compute.snapshots.listEffectiveTags compute.snapshots.listTagBindings compute.snapshots.setIamPolicy compute.snapshots.setLabels compute.snapshots.useReadOnly compute.spotAssistants.get compute.sslCertificates.get compute.sslCertificates.list compute.sslCertificates.listEffectiveTags compute.sslCertificates.listTagBindings compute.sslPolicies.get compute.sslPolicies.list compute.sslPolicies.listAvailableFeatures compute.sslPolicies.listEffectiveTags compute.sslPolicies.listTagBindings compute.storagePools.get compute.storagePools.getIamPolicy compute.storagePools.list compute.storagePools.use compute.subnetworks.get compute.subnetworks.getIamPolicy compute.subnetworks.list compute.subnetworks.listEffectiveTags compute.subnetworks.listTagBindings compute.subnetworks.use compute.subnetworks.useExternalIp compute.targetGrpcProxies.get compute.targetGrpcProxies.list compute.targetGrpcProxies.listEffectiveTags compute.targetGrpcProxies.listTagBindings compute.targetHttpProxies.get compute.targetHttpProxies.list compute.targetHttpProxies.listEffectiveTags compute.targetHttpProxies.listTagBindings compute.targetHttpsProxies.get compute.targetHttpsProxies.list compute.targetHttpsProxies.listEffectiveTags compute.targetHttpsProxies.listTagBindings compute.targetInstances.get compute.targetInstances.list compute.targetInstances.listEffectiveTags compute.targetInstances.listTagBindings compute.targetPools.get compute.targetPools.list compute.targetPools.listEffectiveTags compute.targetPools.listTagBindings compute.targetSslProxies.get compute.targetSslProxies.list compute.targetSslProxies.listEffectiveTags compute.targetSslProxies.listTagBindings compute.targetTcpProxies.get compute.targetTcpProxies.list compute.targetTcpProxies.listEffectiveTags compute.targetTcpProxies.listTagBindings compute.targetVpnGateways.get compute.targetVpnGateways.list compute.targetVpnGateways.listEffectiveTags compute.targetVpnGateways.listTagBindings compute.urlMaps.get compute.urlMaps.list compute.urlMaps.listEffectiveTags compute.urlMaps.listTagBindings compute.urlMaps.validate compute.vpnGateways.get compute.vpnGateways.list compute.vpnGateways.listEffectiveTags compute.vpnGateways.listTagBindings compute.vpnTunnels.get compute.vpnTunnels.list compute.vpnTunnels.listEffectiveTags compute.vpnTunnels.listTagBindings compute.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

Conceder aos agentes de serviço da Vertex AI acesso a outros recursos

Às vezes, é preciso conceder outros papéis a um agente de serviço da Vertex AI. Por exemplo, se você precisar que a Vertex AI acesse um bucket do Cloud Storage em um projeto diferente, será necessário conceder um ou mais papéis adicionais ao agente de serviço.

Observação: se você quiser que o código de treinamento personalizado receba um token de acesso do OAuth 2.0 com o escopo https://www.googleapis.com/auth/cloud-platform, use uma conta de serviço personalizada para o treinamento. Não é possível conceder esse nível de acesso ao agente de serviço do código personalizado da Vertex AI.

Requisitos de adição de papéis do BigQuery

A tabela a seguir descreve os papéis adicionais necessários para serem adicionados ao Agente de serviços da Vertex AI para tabelas do BigQuery ou visualização em um projeto diferente ou apoiado por uma fonte de dados externa.

O termo projeto inicial refere-se ao projeto em que o conjunto de dados ou o modelo da Vertex AI está localizado. O termo projeto diferente refere-se a qualquer outro projeto.

Tipo de tabela	Projeto de tabela	Projeto de origem de dados	Adição de papel obrigatória
Tabela nativa do BigQuery	Projeto inicial	N/A	Nenhuma.
Tabela nativa do BigQuery	Projeto diferente	N/A	BigQuery Data Viewer para projetos diferentes. Saiba mais.
Visualização do BigQuery	Projeto inicial	N/A	Nenhuma.
Visualização do BigQuery	Projeto diferente	N/A	BigQuery Data Viewer para projetos diferentes. Saiba mais.
Fonte de dados externa do BigQuery com suporte do Bigtable	Projeto inicial	Projeto inicial	Bigtable Reader para projeto inicial. Saiba mais.
Fonte de dados externa do BigQuery com suporte do Bigtable	Projeto inicial	Projeto diferente	Bigtable Reader para projetos diferentes. Saiba mais.
Fonte de dados externa do BigQuery com suporte do Bigtable	Projeto diferente	Projeto diferente	BigQuery Reader e Bigtable Reader para projetos diferentes. Saiba mais.
Fonte de dados externa do BigQuery com suporte do Cloud Storage	Projeto inicial	Projeto inicial	Nenhuma.
Fonte de dados externa do BigQuery com suporte do Cloud Storage	Projeto inicial	Projeto diferente	Storage Object Viewer para projetos diferentes. Saiba mais.
Fonte de dados externa do BigQuery com suporte do Cloud Storage	Projeto diferente	Projeto diferente	Storage Object Viewer e BigQuery Data Viewer para projetos diferentes. Saiba mais.
Fonte de dados externa do BigQuery com suporte do Planilhas Google	Projeto inicial	N/A	Compartilhe o arquivo do Planilhas com a conta de serviço da Vertex AI. Saiba mais.
Fonte de dados externa do BigQuery com suporte do Planilhas Google	Projeto diferente	N/A	BigQuery Reader para projeto diferente e compartilhe o arquivo do Planilhas com a conta de serviço da Vertex AI.

Requisitos de adição de papéis para o Cloud Storage

Se você estiver acessando dados em um bucket do Cloud Storage em um projeto diferente, será preciso conceder o papel Storage > Storage Object Viewer à Vertex AI nesse projeto. Saiba mais.

Se você estiver usando um bucket do Cloud Storage a fim de receber dados do seu computador local para uma operação de importação e esse bucket estiver em um projeto diferente do projeto do Google Cloud, será preciso atribuir o papel Storage > Storage Object Creator à Vertex AI nesse projeto. Saiba mais.

Conceder à Vertex AI acesso aos recursos no projeto inicial

Para conceder outros papéis a um agente de serviços da Vertex AI no projeto inicial:

1. Acesse a página do IAM no Console do Google Cloud para ver o projeto inicial.

   Acessar a página do IAM

2. Marque a caixa de seleção Incluir concessões de papel fornecidas pelo Google.

3. Determine o agente de serviços a que você quer conceder as permissões e clique no ícone de lápis .

   É possível fazer a filtragem por Principal:@gcp-sa-aiplatform-cc.iam.gserviceaccount.com para encontrar os agentes de serviço da Vertex AI.

4. Conceda os papéis necessários à conta de serviço e salve as alterações.

Conceder à Vertex AI acesso aos recursos em um projeto diferente

Ao usar fontes de dados ou destinos em um projeto diferente, é preciso fornecer as permissões da conta de serviço da Vertex AI nesse projeto. A conta de serviço do Vertex AI é criada depois que você inicia o primeiro job assíncrono, como ao criar um endpoint, por exemplo. Também é possível criar explicitamente a conta de serviço da Vertex AI usando a CLI do gcloud seguindo estas instruções. Esse comando cria as contas de serviço padrão e de código personalizado, embora somente a conta de serviço padrão seja retornada na resposta.

Para adicionar permissões à Vertex AI em um projeto diferente:

1. Acesse a página do IAM no Console do Google Cloud para ver o projeto (em que você está usando o Vertex AI).

   Acessar a página do IAM

2. Marque a caixa de seleção Incluir concessões de papel fornecidas pelo Google.

3. Determine o agente de serviços a que você quer conceder as permissões e copie o endereço de e-mail, listado em Principal.

   É possível fazer a filtragem por Principal:@gcp-sa-aiplatform-cc.iam.gserviceaccount.com para encontrar os agentes de serviço da Vertex AI.

4. Mude os projetos para aquele em que você precisa conceder as permissões.

5. Clique em Adicionar e insira o endereço de e-mail em Novos principais.

6. Adicione todos os papéis necessários e clique em Salvar.

Conceder acesso ao Planilhas Google

Se você estiver usando uma fonte de dados externa do BigQuery com suporte do Planilhas Google, compartilhe as planilhas com a conta de serviço da Vertex AI. A conta de serviço do Vertex AI é criada depois que você inicia o primeiro job assíncrono, como ao criar um endpoint, por exemplo. Também é possível criar explicitamente a conta de serviço da Vertex AI usando a CLI gcloud seguindo esta instrução.

Para autorizar a Vertex AI a acessar o arquivo do Planilhas:

1. Acesse a página IAM do Console do Google Cloud.

   Acessar a página do IAM

2. Procure a conta de serviço com o nome Vertex AI Service Agent e copie o endereço de e-mail, listado em Principal.

3. Abra o arquivo do Planilhas Google e compartilhe-o com esse endereço.

A seguir

• Saiba mais sobre o IAM.
• Saiba mais sobre permissões de IAM específicas e as operações compatíveis.
• Para saber mais sobre as maneiras recomendadas de configurar um projeto para uma equipe, consulte Configurar um projeto para uma equipe.
• Confira informações gerais da Vertex AI.