Controle de acesso com o IAM

Controle de acesso com o IAM

Nesta página, descrevemos como usar o Identity and Access Management (IAM) para gerenciar o acesso aos recursos do Colab Enterprise. Para gerenciar o acesso a outros recursos da Vertex AI, consulte Controle de acesso da Vertex AI com o IAM.

Controlar o acesso a notebooks com o IAM

É possível gerenciar o acesso aos notebooks do Colab Enterprise (arquivos IPYNB) no nível do projeto ou por notebook.

• Para conceder acesso a notebooks no nível do projeto, atribua um ou mais papéis a um principal (usuário, grupo ou conta de serviço).
• Para conceder acesso a um notebook específico, atribua um ou mais papéis a um principal no notebook. Para saber mais, consulte Gerenciar o acesso a um notebook.

Executar código que interage com outros serviços do Google Cloud

A concessão de acesso a um notebook é limitada às permissões específicas relacionadas à interação com ele. Por exemplo, você pode conceder a capacidade de criar um bloco, escrever código nele ou excluir o bloco.

Para executar um código que interage com outros serviços do Google Cloud , use um dos seguintes métodos:

• Executar código em um ambiente de execução com credenciais de usuário final ativadas. Isso significa que seu notebook tem o mesmo acesso aos serviços do Google Cloud que o usuário dele.

• Execute o código que autentica e autoriza seu notebook a interagir com os serviços do Google Cloud .

Para saber mais, consulte Executar código que interage com Google Cloud.

Tipos de papéis do IAM

Há diferentes tipos de papéis do IAM que podem ser usados no Colab Enterprise:

• Os papéis predefinidos permitem conceder um conjunto de permissões relacionadas aos recursos do Colab Enterprise no nível do projeto.

• Os papéis básicos (proprietário, editor e leitor) fornecem controle de acesso aos recursos do Colab Enterprise no nível do projeto e são comuns a todos os serviços do Google Cloud.

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

Para adicionar, atualizar ou remover esses papéis no projeto do Colab Enterprise, consulte a documentação sobre como gerenciar o acesso a projetos, pastas e organizações.

Funções predefinidas para o Colab Enterprise

O Colab Enterprise faz parte da Vertex AI, e os recursos do Colab Enterprise são gerenciados pela API Vertex AI. Portanto, é possível conceder aos principais acesso aos recursos do Colab Enterprise usando papéis da Vertex AI.

A tabela a seguir inclui todos os papéis predefinidos da Vertex AI.

• Para usar papéis predefinidos em operações comuns do Colab Enterprise, consulte Administrador do Colab Enterprise (roles/aiplatform.colabEnterpriseAdmin) e Usuário do Colab Enterprise (roles/aiplatform.colabEnterpriseUser).

• Para papéis relacionados ao gerenciamento de ambiente de execução, consulte Administrador do ambiente de execução do notebook (roles/aiplatform.notebookRuntimeAdmin) e Usuário do ambiente de execução do notebook (roles/aiplatform.notebookRuntimeUser).

• Administrador da Vertex AI (roles/aiplatform.admin), Usuário da Vertex AI (roles/aiplatform.user) e Visualizador da Vertex AI (roles/aiplatform.viewer) também incluem permissões do Colab Enterprise.

Role	Permissions
Agent Platform Administrator (roles/aiplatform.admin) Grants full access to all resources in Agent Platform.	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.evaluationExperiments.create aiplatform.evaluationExperiments.delete aiplatform.evaluationExperiments.get aiplatform.evaluationExperiments.list aiplatform.evaluationExperiments.update aiplatform.evaluationItems.create aiplatform.evaluationItems.delete aiplatform.evaluationItems.get aiplatform.evaluationItems.list aiplatform.evaluationItems.update aiplatform.evaluationRuns.cancel aiplatform.evaluationRuns.create aiplatform.evaluationRuns.delete aiplatform.evaluationRuns.execute aiplatform.evaluationRuns.get aiplatform.evaluationRuns.list aiplatform.evaluationRuns.update aiplatform.evaluationSets.create aiplatform.evaluationSets.delete aiplatform.evaluationSets.get aiplatform.evaluationSets.import aiplatform.evaluationSets.list aiplatform.evaluationSets.update aiplatform.exampleStores.create aiplatform.exampleStores.delete aiplatform.exampleStores.get aiplatform.exampleStores.list aiplatform.exampleStores.readExample aiplatform.exampleStores.update aiplatform.exampleStores.writeExample aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.getIamPolicy aiplatform.featureGroups.list aiplatform.featureGroups.setIamPolicy aiplatform.featureGroups.update aiplatform.featureMonitorJobs.create aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.create aiplatform.featureMonitors.delete aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureMonitors.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.getIamPolicy aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.setIamPolicy aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.directWrite aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.getIamPolicy aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.setIamPolicy aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.getIamPolicy aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.setIamPolicy aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.evaluateInstances aiplatform.locations.get aiplatform.locations.list aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.memoryRevisions.get aiplatform.memoryRevisions.list aiplatform.memoryRevisions.rollback aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.migratableResources.migrate aiplatform.migratableResources.search aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.setIamPolicy aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.onlineEvaluators.create aiplatform.onlineEvaluators.delete aiplatform.onlineEvaluators.get aiplatform.onlineEvaluators.list aiplatform.onlineEvaluators.update aiplatform.operations.list aiplatform.persistentResources.create aiplatform.persistentResources.delete aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.provisionedThroughputRevisions.get aiplatform.provisionedThroughputRevisions.list aiplatform.provisionedThroughputs.cancel aiplatform.provisionedThroughputs.create aiplatform.provisionedThroughputs.get aiplatform.provisionedThroughputs.list aiplatform.provisionedThroughputs.split aiplatform.provisionedThroughputs.update aiplatform.ragCorpora.create aiplatform.ragCorpora.delete aiplatform.ragCorpora.get aiplatform.ragCorpora.list aiplatform.ragCorpora.query aiplatform.ragCorpora.update aiplatform.ragEngineConfigs.get aiplatform.ragEngineConfigs.update aiplatform.ragFiles.delete aiplatform.ragFiles.get aiplatform.ragFiles.import aiplatform.ragFiles.list aiplatform.ragFiles.upload aiplatform.reasoningEngineRuntimeRevisions.delete aiplatform.reasoningEngineRuntimeRevisions.get aiplatform.reasoningEngineRuntimeRevisions.list aiplatform.reasoningEngineRuntimeRevisions.query aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.getIamPolicy aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.setIamPolicy aiplatform.reasoningEngines.update aiplatform.sandboxEnvironments.create aiplatform.sandboxEnvironments.delete aiplatform.sandboxEnvironments.execute aiplatform.sandboxEnvironments.get aiplatform.sandboxEnvironments.list aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.semanticGovernancePolicies.create aiplatform.semanticGovernancePolicies.delete aiplatform.semanticGovernancePolicies.get aiplatform.semanticGovernancePolicies.list aiplatform.semanticGovernancePolicies.update aiplatform.semanticGovernancePolicyEngine.get aiplatform.semanticGovernancePolicyEngine.update aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.sessions.update aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.recordAccess aiplatform.tensorboards.update aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.optimizePrompt aiplatform.tuningJobs.validateReinforcementTuningReward aiplatform.tuningJobs.vertexTune resourcemanager.projects.get resourcemanager.projects.list
Aiplatform Editor (roles/aiplatform.editor) Editor role for aiplatform	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.* aiplatform.cacheConfigs.get aiplatform.cacheConfigs.update aiplatform.cachedContents.* aiplatform.cachedContents.create aiplatform.cachedContents.delete aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.cachedContents.update aiplatform.consents.* aiplatform.consents.get aiplatform.consents.update aiplatform.contexts.* aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.customJobs.* aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.delete aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.* aiplatform.dataItems.create aiplatform.dataItems.delete aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataItems.update aiplatform.dataLabelingJobs.* aiplatform.dataLabelingJobs.cancel aiplatform.dataLabelingJobs.create aiplatform.dataLabelingJobs.delete aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.* aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.export aiplatform.datasets.get aiplatform.datasets.import aiplatform.datasets.list aiplatform.datasets.update aiplatform.deploymentResourcePools.* aiplatform.deploymentResourcePools.create aiplatform.deploymentResourcePools.delete aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.deploymentResourcePools.update aiplatform.edgeDeploymentJobs.* aiplatform.edgeDeploymentJobs.create aiplatform.edgeDeploymentJobs.delete aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.* aiplatform.edgeDevices.create aiplatform.edgeDevices.delete aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.edgeDevices.update aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.getIamPolicy aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.evaluationExperiments.* aiplatform.evaluationExperiments.create aiplatform.evaluationExperiments.delete aiplatform.evaluationExperiments.get aiplatform.evaluationExperiments.list aiplatform.evaluationExperiments.update aiplatform.evaluationItems.* aiplatform.evaluationItems.create aiplatform.evaluationItems.delete aiplatform.evaluationItems.get aiplatform.evaluationItems.list aiplatform.evaluationItems.update aiplatform.evaluationRuns.* aiplatform.evaluationRuns.cancel aiplatform.evaluationRuns.create aiplatform.evaluationRuns.delete aiplatform.evaluationRuns.execute aiplatform.evaluationRuns.get aiplatform.evaluationRuns.list aiplatform.evaluationRuns.update aiplatform.evaluationSets.* aiplatform.evaluationSets.create aiplatform.evaluationSets.delete aiplatform.evaluationSets.get aiplatform.evaluationSets.import aiplatform.evaluationSets.list aiplatform.evaluationSets.update aiplatform.exampleStores.* aiplatform.exampleStores.create aiplatform.exampleStores.delete aiplatform.exampleStores.get aiplatform.exampleStores.list aiplatform.exampleStores.readExample aiplatform.exampleStores.update aiplatform.exampleStores.writeExample aiplatform.executions.* aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.* aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.getIamPolicy aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureMonitorJobs.* aiplatform.featureMonitorJobs.create aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.* aiplatform.featureMonitors.create aiplatform.featureMonitors.delete aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureMonitors.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.getIamPolicy aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.directWrite aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.getIamPolicy aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.getIamPolicy aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.* aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.* aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.* aiplatform.locations.evaluateInstances aiplatform.locations.get aiplatform.locations.list aiplatform.memories.* aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.memoryRevisions.* aiplatform.memoryRevisions.get aiplatform.memoryRevisions.list aiplatform.memoryRevisions.rollback aiplatform.metadataSchemas.* aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.* aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.migratableResources.* aiplatform.migratableResources.migrate aiplatform.migratableResources.search aiplatform.modelDeploymentMonitoringJobs.* aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.* aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.* aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.* aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.* aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.* aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.* aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.onlineEvaluators.* aiplatform.onlineEvaluators.create aiplatform.onlineEvaluators.delete aiplatform.onlineEvaluators.get aiplatform.onlineEvaluators.list aiplatform.onlineEvaluators.update aiplatform.operations.list aiplatform.persistentResources.* aiplatform.persistentResources.create aiplatform.persistentResources.delete aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.* aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.provisionedThroughputRevisions.* aiplatform.provisionedThroughputRevisions.get aiplatform.provisionedThroughputRevisions.list aiplatform.provisionedThroughputs.* aiplatform.provisionedThroughputs.cancel aiplatform.provisionedThroughputs.create aiplatform.provisionedThroughputs.get aiplatform.provisionedThroughputs.list aiplatform.provisionedThroughputs.split aiplatform.provisionedThroughputs.update aiplatform.ragCorpora.* aiplatform.ragCorpora.create aiplatform.ragCorpora.delete aiplatform.ragCorpora.get aiplatform.ragCorpora.list aiplatform.ragCorpora.query aiplatform.ragCorpora.update aiplatform.ragEngineConfigs.* aiplatform.ragEngineConfigs.get aiplatform.ragEngineConfigs.update aiplatform.ragFiles.* aiplatform.ragFiles.delete aiplatform.ragFiles.get aiplatform.ragFiles.import aiplatform.ragFiles.list aiplatform.ragFiles.upload aiplatform.reasoningEngineRuntimeRevisions.* aiplatform.reasoningEngineRuntimeRevisions.delete aiplatform.reasoningEngineRuntimeRevisions.get aiplatform.reasoningEngineRuntimeRevisions.list aiplatform.reasoningEngineRuntimeRevisions.query aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.getIamPolicy aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.sandboxEnvironments.* aiplatform.sandboxEnvironments.create aiplatform.sandboxEnvironments.delete aiplatform.sandboxEnvironments.execute aiplatform.sandboxEnvironments.get aiplatform.sandboxEnvironments.list aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.semanticGovernancePolicies.* aiplatform.semanticGovernancePolicies.create aiplatform.semanticGovernancePolicies.delete aiplatform.semanticGovernancePolicies.get aiplatform.semanticGovernancePolicies.list aiplatform.semanticGovernancePolicies.update aiplatform.semanticGovernancePolicyEngine.* aiplatform.semanticGovernancePolicyEngine.get aiplatform.semanticGovernancePolicyEngine.update aiplatform.sessionEvents.* aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.* aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.sessions.update aiplatform.specialistPools.* aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.* aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.trainingPipelines.* aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.* aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.* aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.optimizePrompt aiplatform.tuningJobs.validateReinforcementTuningReward aiplatform.tuningJobs.vertexTune resourcemanager.projects.get resourcemanager.projects.list
Agent Platform Express User ^Beta (roles/aiplatform.expressUser) Grants user access to Agent Platform Express.	aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.get aiplatform.datasets.list aiplatform.datasets.update aiplatform.endpoints.predict aiplatform.locations.evaluateInstances aiplatform.memories.* aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.operations.list aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.sandboxEnvironments.* aiplatform.sandboxEnvironments.create aiplatform.sandboxEnvironments.delete aiplatform.sandboxEnvironments.execute aiplatform.sandboxEnvironments.get aiplatform.sandboxEnvironments.list aiplatform.sessionEvents.* aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.update
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aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.artifacts.update aiplatform.batchPredictionJobs.* aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.delete aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.cachedContents.* aiplatform.cachedContents.create aiplatform.cachedContents.delete aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.cachedContents.update aiplatform.consents.get aiplatform.contexts.* aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.customJobs.* aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.delete aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.* aiplatform.dataItems.create aiplatform.dataItems.delete aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataItems.update aiplatform.dataLabelingJobs.* aiplatform.dataLabelingJobs.cancel aiplatform.dataLabelingJobs.create aiplatform.dataLabelingJobs.delete aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.* aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.export aiplatform.datasets.get aiplatform.datasets.import aiplatform.datasets.list aiplatform.datasets.update aiplatform.deploymentResourcePools.* aiplatform.deploymentResourcePools.create aiplatform.deploymentResourcePools.delete aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.deploymentResourcePools.update aiplatform.edgeDeploymentJobs.* aiplatform.edgeDeploymentJobs.create aiplatform.edgeDeploymentJobs.delete aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.* aiplatform.edgeDevices.create aiplatform.edgeDevices.delete aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.edgeDevices.update aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.evaluationExperiments.* aiplatform.evaluationExperiments.create aiplatform.evaluationExperiments.delete aiplatform.evaluationExperiments.get aiplatform.evaluationExperiments.list aiplatform.evaluationExperiments.update aiplatform.evaluationItems.* aiplatform.evaluationItems.create aiplatform.evaluationItems.delete aiplatform.evaluationItems.get aiplatform.evaluationItems.list aiplatform.evaluationItems.update aiplatform.evaluationRuns.* aiplatform.evaluationRuns.cancel aiplatform.evaluationRuns.create aiplatform.evaluationRuns.delete aiplatform.evaluationRuns.execute aiplatform.evaluationRuns.get aiplatform.evaluationRuns.list aiplatform.evaluationRuns.update aiplatform.evaluationSets.* aiplatform.evaluationSets.create aiplatform.evaluationSets.delete aiplatform.evaluationSets.get aiplatform.evaluationSets.import aiplatform.evaluationSets.list aiplatform.evaluationSets.update aiplatform.exampleStores.* aiplatform.exampleStores.create aiplatform.exampleStores.delete aiplatform.exampleStores.get aiplatform.exampleStores.list aiplatform.exampleStores.readExample aiplatform.exampleStores.update aiplatform.exampleStores.writeExample aiplatform.executions.* aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.* aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureMonitorJobs.* aiplatform.featureMonitorJobs.create aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.* aiplatform.featureMonitors.create aiplatform.featureMonitors.delete aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureMonitors.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.directWrite aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.* aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.* aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.* aiplatform.locations.evaluateInstances aiplatform.locations.get aiplatform.locations.list aiplatform.memories.* aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.memoryRevisions.* aiplatform.memoryRevisions.get aiplatform.memoryRevisions.list aiplatform.memoryRevisions.rollback aiplatform.metadataSchemas.* aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.* aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.modelDeploymentMonitoringJobs.* aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.* aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.* aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.* aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.* aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.* aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.* aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.onlineEvaluators.* aiplatform.onlineEvaluators.create aiplatform.onlineEvaluators.delete aiplatform.onlineEvaluators.get aiplatform.onlineEvaluators.list aiplatform.onlineEvaluators.update aiplatform.operations.list aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.* aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.provisionedThroughputRevisions.* aiplatform.provisionedThroughputRevisions.get aiplatform.provisionedThroughputRevisions.list aiplatform.provisionedThroughputs.get aiplatform.provisionedThroughputs.list aiplatform.ragCorpora.* aiplatform.ragCorpora.create aiplatform.ragCorpora.delete aiplatform.ragCorpora.get aiplatform.ragCorpora.list aiplatform.ragCorpora.query aiplatform.ragCorpora.update aiplatform.ragEngineConfigs.get aiplatform.ragFiles.* aiplatform.ragFiles.delete aiplatform.ragFiles.get aiplatform.ragFiles.import aiplatform.ragFiles.list aiplatform.ragFiles.upload aiplatform.reasoningEngineRuntimeRevisions.* aiplatform.reasoningEngineRuntimeRevisions.delete aiplatform.reasoningEngineRuntimeRevisions.get aiplatform.reasoningEngineRuntimeRevisions.list aiplatform.reasoningEngineRuntimeRevisions.query aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.sandboxEnvironments.* aiplatform.sandboxEnvironments.create aiplatform.sandboxEnvironments.delete aiplatform.sandboxEnvironments.execute aiplatform.sandboxEnvironments.get aiplatform.sandboxEnvironments.list aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.semanticGovernancePolicies.* aiplatform.semanticGovernancePolicies.create aiplatform.semanticGovernancePolicies.delete aiplatform.semanticGovernancePolicies.get aiplatform.semanticGovernancePolicies.list aiplatform.semanticGovernancePolicies.update aiplatform.semanticGovernancePolicyEngine.* aiplatform.semanticGovernancePolicyEngine.get aiplatform.semanticGovernancePolicyEngine.update aiplatform.sessionEvents.* aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.* aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.sessions.update aiplatform.specialistPools.* aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.* aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.trainingPipelines.* aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.* aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.* aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.optimizePrompt aiplatform.tuningJobs.validateReinforcementTuningReward aiplatform.tuningJobs.vertexTune resourcemanager.projects.get resourcemanager.projects.list
Agent Platform Viewer (roles/aiplatform.viewer) Grants access to view all resource in Agent Platform.	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.evaluationExperiments.get aiplatform.evaluationExperiments.list aiplatform.evaluationItems.get aiplatform.evaluationItems.list aiplatform.evaluationRuns.get aiplatform.evaluationRuns.list aiplatform.evaluationSets.get aiplatform.evaluationSets.list aiplatform.exampleStores.get aiplatform.exampleStores.list aiplatform.exampleStores.readExample aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.extensions.get aiplatform.extensions.list aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.get aiplatform.features.list aiplatform.featurestores.get aiplatform.featurestores.list aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexes.get aiplatform.indexes.list aiplatform.locations.get aiplatform.locations.list aiplatform.memories.get aiplatform.memories.list aiplatform.memoryRevisions.get aiplatform.memoryRevisions.list aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.get aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.models.get aiplatform.models.list aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.onlineEvaluators.get aiplatform.onlineEvaluators.list aiplatform.operations.list aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.provisionedThroughputRevisions.* aiplatform.provisionedThroughputRevisions.get aiplatform.provisionedThroughputRevisions.list aiplatform.provisionedThroughputs.get aiplatform.provisionedThroughputs.list aiplatform.ragCorpora.get aiplatform.ragCorpora.list aiplatform.ragCorpora.query aiplatform.ragEngineConfigs.get aiplatform.ragFiles.get aiplatform.ragFiles.list aiplatform.reasoningEngineRuntimeRevisions.get aiplatform.reasoningEngineRuntimeRevisions.list aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.sandboxEnvironments.get aiplatform.sandboxEnvironments.list aiplatform.schedules.get aiplatform.schedules.list aiplatform.semanticGovernancePolicies.get aiplatform.semanticGovernancePolicies.list aiplatform.semanticGovernancePolicyEngine.get aiplatform.sessionEvents.list aiplatform.sessions.get aiplatform.sessions.list aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.get aiplatform.studies.list aiplatform.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
Colab Enterprise Admin (roles/aiplatform.colabEnterpriseAdmin) Admin role of using colab enterprise.	aiplatform.locations.get aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.* aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.setIamPolicy aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update compute.reservations.get compute.reservations.list dataform.* dataform.commentThreads.create dataform.commentThreads.delete dataform.commentThreads.get dataform.commentThreads.list dataform.commentThreads.update dataform.comments.create dataform.comments.delete dataform.comments.get dataform.comments.list dataform.comments.update dataform.compilationResults.create dataform.compilationResults.get dataform.compilationResults.list dataform.compilationResults.query dataform.config.get dataform.config.update dataform.folders.addContents dataform.folders.create dataform.folders.delete dataform.folders.deleteTree dataform.folders.get dataform.folders.getIamPolicy dataform.folders.move dataform.folders.queryContents dataform.folders.setIamPolicy dataform.folders.update dataform.locations.get dataform.locations.list dataform.operations.cancel dataform.operations.delete dataform.operations.get dataform.operations.list dataform.releaseConfigs.create dataform.releaseConfigs.delete dataform.releaseConfigs.get dataform.releaseConfigs.list dataform.releaseConfigs.update dataform.repositories.commit dataform.repositories.computeAccessTokenStatus dataform.repositories.create dataform.repositories.delete dataform.repositories.fetchHistory dataform.repositories.fetchRemoteBranches dataform.repositories.get dataform.repositories.getIamPolicy dataform.repositories.list dataform.repositories.move dataform.repositories.queryDirectoryContents dataform.repositories.readFile dataform.repositories.scheduleRelease dataform.repositories.scheduleWorkflow dataform.repositories.setIamPolicy dataform.repositories.update dataform.teamFolders.create dataform.teamFolders.delete dataform.teamFolders.deleteTree dataform.teamFolders.get dataform.teamFolders.getIamPolicy dataform.teamFolders.setIamPolicy dataform.teamFolders.update dataform.workflowConfigs.create dataform.workflowConfigs.delete dataform.workflowConfigs.get dataform.workflowConfigs.list dataform.workflowConfigs.update dataform.workflowInvocations.cancel dataform.workflowInvocations.create dataform.workflowInvocations.delete dataform.workflowInvocations.get dataform.workflowInvocations.list dataform.workflowInvocations.query dataform.workspaces.commit dataform.workspaces.create dataform.workspaces.delete dataform.workspaces.fetchFileDiff dataform.workspaces.fetchFileGitStatuses dataform.workspaces.fetchGitAheadBehind dataform.workspaces.get dataform.workspaces.getIamPolicy dataform.workspaces.installNpmPackages dataform.workspaces.list dataform.workspaces.makeDirectory dataform.workspaces.moveDirectory dataform.workspaces.moveFile dataform.workspaces.pull dataform.workspaces.push dataform.workspaces.queryDirectoryContents dataform.workspaces.readFile dataform.workspaces.removeDirectory dataform.workspaces.removeFile dataform.workspaces.reset dataform.workspaces.searchFiles dataform.workspaces.setIamPolicy dataform.workspaces.writeFile resourcemanager.projects.get resourcemanager.projects.list
Colab Enterprise User (roles/aiplatform.colabEnterpriseUser) User role of using colab enterprise.	aiplatform.locations.get aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update dataform.commentThreads.get dataform.commentThreads.list dataform.comments.get dataform.comments.list dataform.folders.create dataform.locations.* dataform.locations.get dataform.locations.list dataform.repositories.create dataform.repositories.list resourcemanager.projects.get resourcemanager.projects.list
Agent Platform Feature Store EntityType owner (roles/aiplatform.entityTypeOwner) Provides full access to all permissions for a particular entity type resource. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.setIamPolicy aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues resourcemanager.projects.get resourcemanager.projects.list
Agent Platform Express Admin ^Beta (roles/aiplatform.expressAdmin) Grants admin access to Agent Platform Express.	aiplatform.batchPredictionJobs.* aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.delete aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.get aiplatform.datasets.list aiplatform.datasets.update aiplatform.endpoints.predict aiplatform.locations.evaluateInstances aiplatform.memories.* aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.operations.list aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.sandboxEnvironments.* aiplatform.sandboxEnvironments.create aiplatform.sandboxEnvironments.delete aiplatform.sandboxEnvironments.execute aiplatform.sandboxEnvironments.get aiplatform.sandboxEnvironments.list aiplatform.sessionEvents.* aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.update
Agent Platform Feature Store Admin (roles/aiplatform.featurestoreAdmin) Grants full access to all resources in Agent Platform Feature Store. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.* aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.setIamPolicy aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.featureGroups.* aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.getIamPolicy aiplatform.featureGroups.list aiplatform.featureGroups.setIamPolicy aiplatform.featureGroups.update aiplatform.featureMonitorJobs.* aiplatform.featureMonitorJobs.create aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.* aiplatform.featureMonitors.create aiplatform.featureMonitors.delete aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureMonitors.update aiplatform.featureOnlineStores.* aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.getIamPolicy aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.setIamPolicy aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.* aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.directWrite aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.getIamPolicy aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.setIamPolicy aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.* aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.getIamPolicy aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.setIamPolicy aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.operations.list resourcemanager.projects.get resourcemanager.projects.list
Agent Platform Feature Store Data Viewer (roles/aiplatform.featurestoreDataViewer) This role provides permissions to read Feature data. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.get aiplatform.features.list aiplatform.featurestores.batchReadFeatureValues resourcemanager.projects.get resourcemanager.projects.list
Agent Platform Feature Store Data Writer (roles/aiplatform.featurestoreDataWriter) This role provides permissions to read and write Feature data. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.writeFeatureValues aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.get aiplatform.features.list aiplatform.featurestores.batchReadFeatureValues resourcemanager.projects.get resourcemanager.projects.list
Agent Platform 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
Agent Platform Feature Store Resource Viewer (roles/aiplatform.featurestoreResourceViewer) Viewer of all resources in Agent Platform Feature Store but cannot make changes. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.get aiplatform.entityTypes.list aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.features.get aiplatform.features.list aiplatform.featurestores.get aiplatform.featurestores.list aiplatform.operations.list resourcemanager.projects.get resourcemanager.projects.list
Agent Platform 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
Agent Platform Memory Bank Editor Role (roles/aiplatform.memoryEditor) Grants edit access to Agent Platform Memory Bank.	aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.update aiplatform.memoryRevisions.rollback
Agent Platform Memory Bank User Role (roles/aiplatform.memoryUser) Grants full user access to Agent Platform Memory Bank.	aiplatform.memories.* aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.memoryRevisions.* aiplatform.memoryRevisions.get aiplatform.memoryRevisions.list aiplatform.memoryRevisions.rollback
Agent Platform Memory Bank Viewer Role (roles/aiplatform.memoryViewer) Grants viewer access to Agent Platform Memory Bank.	aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memoryRevisions.get aiplatform.memoryRevisions.list
Agent Platform Migration Service User (roles/aiplatform.migrator) Grants access to use migration service in Agent Platform	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.locations.get 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.locations.get 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 Platform Provisioned Throughput Admin ^Beta (roles/aiplatform.provisionedThroughputAdmin) Grants access to use all resources related to Vertex AI Provisioned Throughput	aiplatform.provisionedThroughputRevisions.* aiplatform.provisionedThroughputRevisions.get aiplatform.provisionedThroughputRevisions.list aiplatform.provisionedThroughputs.* aiplatform.provisionedThroughputs.cancel aiplatform.provisionedThroughputs.create aiplatform.provisionedThroughputs.get aiplatform.provisionedThroughputs.list aiplatform.provisionedThroughputs.split aiplatform.provisionedThroughputs.update
Vertex AI Platform Publisher Provisioned Throughput Admin ^Beta (roles/aiplatform.publisherProvisionedThroughputAdmin) Grants Publisher access to use all resources related to Vertex AI Provisioned Throughput Orders
Vertex AI Platform Publisher Provisioned Throughput Viewer ^Beta (roles/aiplatform.publisherProvisionedThroughputViewer) Grants Publisher access to view all resources related to Vertex AI Provisioned Throughput Orders
Agent Platform Sessions Editor Role (roles/aiplatform.sessionEditor) Grants edit access to Agent Platform Sessions.	aiplatform.sessionEvents.append aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.update
Agent Platform Sessions User Role (roles/aiplatform.sessionUser) Grants full user access to Agent Platform Sessions.	aiplatform.sessionEvents.* aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.update
Agent Platform Sessions Viewer Role (roles/aiplatform.sessionViewer) Grants viewer access to Agent Platform Sessions	aiplatform.sessionEvents.list aiplatform.sessions.get aiplatform.sessions.list
Agent Platform Tensorboard Web App User ^Beta (roles/aiplatform.tensorboardWebAppUser) Grants access to the Vertex AI TensorBoard web app.	aiplatform.tensorboards.recordAccess

Service agent roles

Service agent roles should only be granted to service agents.

Role	Permissions
Vertex AI Agent Sandbox Service Agent (roles/aiplatform.agentSandboxServiceAgent) Vertex AI Service Agent used to access Agent Sandbox managed resources in consumer project with restricted permissions. Warning: Do not grant service agent roles to any principals except service agents.	artifactregistry.repositories.downloadArtifacts logging.logEntries.create logging.logEntries.route serviceusage.services.use storage.objects.create storage.objects.delete storage.objects.get storage.objects.list
Vertex AI Batch Prediction Service Agent (roles/aiplatform.batchPredictionServiceAgent) Vertex AI Batch Prediction Service Agent for serving batch prediction requests. Warning: Do not grant service agent roles to any principals except service agents.	bigquery.datasets.create bigquery.datasets.get bigquery.jobs.create bigquery.jobs.get bigquery.models.create bigquery.models.export bigquery.models.getData bigquery.readsessions.create bigquery.readsessions.getData bigquery.tables.create bigquery.tables.createSnapshot bigquery.tables.deleteSnapshot bigquery.tables.export bigquery.tables.get bigquery.tables.getData bigquery.tables.restoreSnapshot bigquery.tables.update bigquery.tables.updateData storage.buckets.create storage.buckets.delete storage.buckets.get storage.buckets.list storage.buckets.update storage.objects.create storage.objects.delete storage.objects.get storage.objects.list storage.objects.update
Vertex AI Colab Service Agent (roles/aiplatform.colabServiceAgent) Gives Vertex AI Colab the proper permissions to function. Warning: Do not grant service agent roles to any principals except service agents.	aiplatform.notebookExecutionJobs.create compute.addresses.get compute.addresses.list compute.addresses.use compute.addresses.useInternal compute.disks.create compute.disks.createSnapshot compute.disks.createTagBinding compute.disks.delete compute.disks.get compute.disks.setLabels compute.disks.use compute.disks.useReadOnly compute.globalOperations.get compute.instances.attachDisk compute.instances.create compute.instances.createTagBinding compute.instances.delete compute.instances.detachDisk compute.instances.get compute.instances.getGuestAttributes compute.instances.reset compute.instances.setLabels compute.instances.setMetadata compute.instances.setServiceAccount compute.instances.setTags compute.instances.start compute.instances.stop compute.instances.useReadOnly compute.networks.get compute.networks.use compute.networks.useExternalIp compute.snapshots.create compute.snapshots.delete compute.snapshots.useReadOnly compute.subnetworks.get compute.subnetworks.list compute.subnetworks.use compute.subnetworks.useExternalIp compute.zoneOperations.get compute.zoneOperations.list iam.serviceAccounts.actAs notebooks.instances.create notebooks.instances.delete notebooks.instances.get
Vertex AI Custom Code Service Agent (roles/aiplatform.customCodeServiceAgent) Gives Vertex AI Custom Code the proper permissions. Warning: Do not grant service agent roles to any principals except service agents.	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.evaluationExperiments.* aiplatform.evaluationExperiments.create aiplatform.evaluationExperiments.delete aiplatform.evaluationExperiments.get aiplatform.evaluationExperiments.list aiplatform.evaluationExperiments.update aiplatform.evaluationItems.* aiplatform.evaluationItems.create aiplatform.evaluationItems.delete aiplatform.evaluationItems.get aiplatform.evaluationItems.list aiplatform.evaluationItems.update aiplatform.evaluationRuns.* aiplatform.evaluationRuns.cancel aiplatform.evaluationRuns.create aiplatform.evaluationRuns.delete aiplatform.evaluationRuns.execute aiplatform.evaluationRuns.get aiplatform.evaluationRuns.list aiplatform.evaluationRuns.update aiplatform.evaluationSets.* aiplatform.evaluationSets.create aiplatform.evaluationSets.delete aiplatform.evaluationSets.get aiplatform.evaluationSets.import aiplatform.evaluationSets.list aiplatform.evaluationSets.update aiplatform.exampleStores.* aiplatform.exampleStores.create aiplatform.exampleStores.delete aiplatform.exampleStores.get aiplatform.exampleStores.list aiplatform.exampleStores.readExample aiplatform.exampleStores.update aiplatform.exampleStores.writeExample aiplatform.executions.* aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.* aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureMonitorJobs.* aiplatform.featureMonitorJobs.create aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.* aiplatform.featureMonitors.create aiplatform.featureMonitors.delete aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureMonitors.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.directWrite aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.* aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.* aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.* aiplatform.locations.evaluateInstances aiplatform.locations.get aiplatform.locations.list aiplatform.memories.* aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.memoryRevisions.* aiplatform.memoryRevisions.get aiplatform.memoryRevisions.list aiplatform.memoryRevisions.rollback aiplatform.metadataSchemas.* aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.* aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.modelDeploymentMonitoringJobs.* aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.* aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.* aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.* aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.* aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.* aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.* aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.onlineEvaluators.* aiplatform.onlineEvaluators.create aiplatform.onlineEvaluators.delete aiplatform.onlineEvaluators.get aiplatform.onlineEvaluators.list aiplatform.onlineEvaluators.update aiplatform.operations.list aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.* aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.provisionedThroughputRevisions.* aiplatform.provisionedThroughputRevisions.get aiplatform.provisionedThroughputRevisions.list aiplatform.provisionedThroughputs.get aiplatform.provisionedThroughputs.list aiplatform.ragCorpora.* aiplatform.ragCorpora.create aiplatform.ragCorpora.delete aiplatform.ragCorpora.get aiplatform.ragCorpora.list aiplatform.ragCorpora.query aiplatform.ragCorpora.update aiplatform.ragEngineConfigs.get aiplatform.ragFiles.* aiplatform.ragFiles.delete aiplatform.ragFiles.get aiplatform.ragFiles.import aiplatform.ragFiles.list aiplatform.ragFiles.upload aiplatform.reasoningEngineRuntimeRevisions.* aiplatform.reasoningEngineRuntimeRevisions.delete aiplatform.reasoningEngineRuntimeRevisions.get aiplatform.reasoningEngineRuntimeRevisions.list aiplatform.reasoningEngineRuntimeRevisions.query aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.sandboxEnvironments.* aiplatform.sandboxEnvironments.create aiplatform.sandboxEnvironments.delete aiplatform.sandboxEnvironments.execute aiplatform.sandboxEnvironments.get aiplatform.sandboxEnvironments.list aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.semanticGovernancePolicies.* aiplatform.semanticGovernancePolicies.create aiplatform.semanticGovernancePolicies.delete aiplatform.semanticGovernancePolicies.get aiplatform.semanticGovernancePolicies.list aiplatform.semanticGovernancePolicies.update aiplatform.semanticGovernancePolicyEngine.* aiplatform.semanticGovernancePolicyEngine.get aiplatform.semanticGovernancePolicyEngine.update aiplatform.sessionEvents.* aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.* aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.sessions.update aiplatform.specialistPools.* aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.* aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.trainingPipelines.* aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.* aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.* aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.optimizePrompt aiplatform.tuningJobs.validateReinforcementTuningReward aiplatform.tuningJobs.vertexTune 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 cloudtrace.traces.list 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 logging.views.access logging.views.get monitoring.metricDescriptors.create monitoring.metricDescriptors.get monitoring.metricDescriptors.list monitoring.monitoredResourceDescriptors.* monitoring.monitoredResourceDescriptors.get monitoring.monitoredResourceDescriptors.list monitoring.timeSeries.create observability.views.access resourcemanager.projects.get resourcemanager.projects.list servicemanagement.services.report serviceusage.services.use storage.buckets.create storage.buckets.delete storage.buckets.get storage.buckets.list storage.objects.create storage.objects.delete storage.objects.get storage.objects.list storage.objects.update
Vertex AI Extension Custom Code Service Agent (roles/aiplatform.extensionCustomCodeServiceAgent) Gives Vertex AI Extension that executes custom code the permissions it needs to function. Warning: Do not grant service agent roles to any principals except service agents.	logging.logEntries.create logging.logEntries.route monitoring.timeSeries.create orgpolicy.policy.get resourcemanager.projects.get resourcemanager.projects.list storage.folders.* storage.folders.create storage.folders.delete storage.folders.get storage.folders.list storage.folders.rename storage.managedFolders.create storage.managedFolders.delete storage.managedFolders.get storage.managedFolders.list storage.multipartUploads.* storage.multipartUploads.abort storage.multipartUploads.create storage.multipartUploads.list storage.multipartUploads.listParts storage.objects.* storage.objects.create storage.objects.createContext storage.objects.delete storage.objects.deleteContext storage.objects.get storage.objects.getIamPolicy storage.objects.list storage.objects.move storage.objects.overrideUnlockedRetention storage.objects.restore storage.objects.setIamPolicy storage.objects.setRetention storage.objects.update storage.objects.updateContext
Vertex AI Extension Service Agent (roles/aiplatform.extensionServiceAgent) Gives Vertex AI Extension the permissions it needs to function. Warning: Do not grant service agent roles to any principals except service agents.	aiplatform.endpoints.predict aiplatform.locations.get aiplatform.ragCorpora.query discoveryengine.servingConfigs.search iam.serviceAccounts.getAccessToken iam.serviceAccounts.getOpenIdToken logging.logEntries.create logging.logEntries.route serviceusage.services.use storage.objects.get
Vertex AI Model Monitoring Service Agent (roles/aiplatform.modelMonitoringServiceAgent) Gives Vertex AI Model Monitoring the permissions it needs to function. Warning: Do not grant service agent roles to any principals except service agents.	aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.locations.evaluateInstances bigquery.datasets.create bigquery.datasets.get bigquery.jobs.create bigquery.jobs.get bigquery.tables.create bigquery.tables.export bigquery.tables.get bigquery.tables.getData bigquery.tables.update bigquery.tables.updateData monitoring.notificationChannels.get serviceusage.services.use storage.buckets.create storage.buckets.delete storage.buckets.get storage.buckets.list storage.buckets.update storage.objects.create storage.objects.delete storage.objects.get storage.objects.list storage.objects.update
Vertex AI Notebook Service Agent (roles/aiplatform.notebookServiceAgent) Vertex AI Service Agent used to run Notebook managed resources in user project with restricted permissions. Warning: Do not grant service agent roles to any principals except service agents.	logging.logEntries.create logging.logEntries.route monitoring.metricDescriptors.create monitoring.metricDescriptors.get monitoring.metricDescriptors.list monitoring.monitoredResourceDescriptors.* monitoring.monitoredResourceDescriptors.get monitoring.monitoredResourceDescriptors.list monitoring.timeSeries.create
Vertex AI Online Prediction Service Agent (roles/aiplatform.onlinePredictionServiceAgent) Gives Vertex AI Online Prediction the permissions it needs to function. Warning: Do not grant service agent roles to any principals except service agents.	gkehub.features.get gkehub.features.getIamPolicy gkehub.features.list gkehub.fleet.get gkehub.gateway.delete gkehub.gateway.generateCredentials gkehub.gateway.get gkehub.gateway.patch gkehub.gateway.post gkehub.gateway.put gkehub.locations.* gkehub.locations.get gkehub.locations.list gkehub.memberships.get gkehub.memberships.getIamPolicy gkehub.memberships.list serviceusage.services.get
Vertex AI RAG Data Service Agent (roles/aiplatform.ragServiceAgent) Vertex AI Service Agent used by Vertex RAG to access user imported data, Vertex AI, Document AI processors, and Vector Search in the project Warning: Do not grant service agent roles to any principals except service agents.	aiplatform.endpoints.get aiplatform.endpoints.predict aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.models.get aiplatform.ragCorpora.get aiplatform.ragCorpora.list aiplatform.ragCorpora.query aiplatform.ragFiles.get aiplatform.ragFiles.list bigquery.datasets.create bigquery.datasets.get bigquery.jobs.create bigquery.jobs.get bigquery.readsessions.create bigquery.readsessions.getData bigquery.tables.create bigquery.tables.createSnapshot bigquery.tables.deleteSnapshot bigquery.tables.export bigquery.tables.get bigquery.tables.getData bigquery.tables.restoreSnapshot bigquery.tables.update bigquery.tables.updateData documentai.processorVersions.processOnline documentai.processors.get documentai.processors.processOnline logging.logEntries.create logging.logEntries.route storage.buckets.get storage.buckets.list storage.objects.get storage.objects.list vectorsearch.collections.* vectorsearch.collections.create vectorsearch.collections.delete vectorsearch.collections.get vectorsearch.collections.list vectorsearch.collections.update vectorsearch.dataObjects.* vectorsearch.dataObjects.create vectorsearch.dataObjects.delete vectorsearch.dataObjects.get vectorsearch.dataObjects.import vectorsearch.dataObjects.query vectorsearch.dataObjects.search vectorsearch.dataObjects.update vectorsearch.indexes.* vectorsearch.indexes.create vectorsearch.indexes.delete vectorsearch.indexes.get vectorsearch.indexes.list vectorsearch.operations.get vectorsearch.operations.list
Vertex AI Rapid Eval Service Agent (roles/aiplatform.rapidevalServiceAgent) Vertex AI Service Agent used by GenAI Rapid Evaluation Service to access publisher model endpoints in the user project Warning: Do not grant service agent roles to any principals except service agents.	aiplatform.endpoints.predict
Vertex AI Reasoning Engine Service Agent (roles/aiplatform.reasoningEngineServiceAgent) Gives Vertex AI Reasoning Engine the proper permissions to function. The aiplatform.reasoningEngines.create IAM permission implies read access to the GCS objects of the consumer project through this service agent. Warning: Do not grant service agent roles to any principals except service agents.	aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.memories.* aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.sessionEvents.* aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.update cloudapiregistry.* cloudapiregistry.locations.get cloudapiregistry.locations.list cloudapiregistry.mcpServers.get cloudapiregistry.mcpServers.list cloudapiregistry.mcpTools.get cloudapiregistry.mcpTools.list cloudtrace.traces.patch developerconnect.connections.get developerconnect.gitRepositoryLinks.fetchReadToken developerconnect.gitRepositoryLinks.get logging.logEntries.create logging.logEntries.route modelarmor.callouts.invoke modelarmor.locations.* modelarmor.locations.get modelarmor.locations.list modelarmor.templates.useToSanitizeInput modelarmor.templates.useToSanitizeModelResponse modelarmor.templates.useToSanitizeOutput modelarmor.templates.useToSanitizeUserPrompt 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.get storage.buckets.list storage.objects.get storage.objects.list telemetry.traces.write
Vertex AI Service Agent (roles/aiplatform.serviceAgent) Gives Vertex AI the permissions it needs to function. Warning: Do not grant service agent roles to any principals except service agents.	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.evaluationExperiments.* aiplatform.evaluationExperiments.create aiplatform.evaluationExperiments.delete aiplatform.evaluationExperiments.get aiplatform.evaluationExperiments.list aiplatform.evaluationExperiments.update aiplatform.evaluationItems.* aiplatform.evaluationItems.create aiplatform.evaluationItems.delete aiplatform.evaluationItems.get aiplatform.evaluationItems.list aiplatform.evaluationItems.update aiplatform.evaluationRuns.* aiplatform.evaluationRuns.cancel aiplatform.evaluationRuns.create aiplatform.evaluationRuns.delete aiplatform.evaluationRuns.execute aiplatform.evaluationRuns.get aiplatform.evaluationRuns.list aiplatform.evaluationRuns.update aiplatform.evaluationSets.* aiplatform.evaluationSets.create aiplatform.evaluationSets.delete aiplatform.evaluationSets.get aiplatform.evaluationSets.import aiplatform.evaluationSets.list aiplatform.evaluationSets.update aiplatform.exampleStores.* aiplatform.exampleStores.create aiplatform.exampleStores.delete aiplatform.exampleStores.get aiplatform.exampleStores.list aiplatform.exampleStores.readExample aiplatform.exampleStores.update aiplatform.exampleStores.writeExample aiplatform.executions.* aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.* aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureMonitorJobs.* aiplatform.featureMonitorJobs.create aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.* aiplatform.featureMonitors.create aiplatform.featureMonitors.delete aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureMonitors.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.directWrite aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.* aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.* aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.* aiplatform.locations.evaluateInstances aiplatform.locations.get aiplatform.locations.list aiplatform.memories.* aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.memoryRevisions.* aiplatform.memoryRevisions.get aiplatform.memoryRevisions.list aiplatform.memoryRevisions.rollback aiplatform.metadataSchemas.* aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.* aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.modelDeploymentMonitoringJobs.* aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.* aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.* aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.* aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.* aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.* aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.* aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.onlineEvaluators.* aiplatform.onlineEvaluators.create aiplatform.onlineEvaluators.delete aiplatform.onlineEvaluators.get aiplatform.onlineEvaluators.list aiplatform.onlineEvaluators.update aiplatform.operations.list aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.* aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.provisionedThroughputRevisions.* aiplatform.provisionedThroughputRevisions.get aiplatform.provisionedThroughputRevisions.list aiplatform.provisionedThroughputs.get aiplatform.provisionedThroughputs.list aiplatform.ragCorpora.* aiplatform.ragCorpora.create aiplatform.ragCorpora.delete aiplatform.ragCorpora.get aiplatform.ragCorpora.list aiplatform.ragCorpora.query aiplatform.ragCorpora.update aiplatform.ragEngineConfigs.get aiplatform.ragFiles.* aiplatform.ragFiles.delete aiplatform.ragFiles.get aiplatform.ragFiles.import aiplatform.ragFiles.list aiplatform.ragFiles.upload aiplatform.reasoningEngineRuntimeRevisions.* aiplatform.reasoningEngineRuntimeRevisions.delete aiplatform.reasoningEngineRuntimeRevisions.get aiplatform.reasoningEngineRuntimeRevisions.list aiplatform.reasoningEngineRuntimeRevisions.query aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.sandboxEnvironments.* aiplatform.sandboxEnvironments.create aiplatform.sandboxEnvironments.delete aiplatform.sandboxEnvironments.execute aiplatform.sandboxEnvironments.get aiplatform.sandboxEnvironments.list aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.semanticGovernancePolicies.* aiplatform.semanticGovernancePolicies.create aiplatform.semanticGovernancePolicies.delete aiplatform.semanticGovernancePolicies.get aiplatform.semanticGovernancePolicies.list aiplatform.semanticGovernancePolicies.update aiplatform.semanticGovernancePolicyEngine.* aiplatform.semanticGovernancePolicyEngine.get aiplatform.semanticGovernancePolicyEngine.update aiplatform.sessionEvents.* aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.* aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.sessions.update aiplatform.specialistPools.* aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.* aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.trainingPipelines.* aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.* aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.* aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.optimizePrompt aiplatform.tuningJobs.validateReinforcementTuningReward aiplatform.tuningJobs.vertexTune artifactregistry.repositories.create artifactregistry.repositories.downloadArtifacts artifactregistry.repositories.get artifactregistry.repositories.list artifactregistry.repositories.uploadArtifacts artifactregistry.tags.get artifactregistry.versions.get automl.datasets.export automl.datasets.get automl.datasets.list automl.modelEvaluations.list automl.models.get automl.models.list automl.operations.get automl.tableSpecs.get bigquery.datasets.create bigquery.datasets.get bigquery.jobs.create bigquery.jobs.get bigquery.models.create bigquery.models.export bigquery.models.getData bigquery.objectRefs.read bigquery.readsessions.create bigquery.readsessions.getData bigquery.tables.create bigquery.tables.export bigquery.tables.get bigquery.tables.getData bigquery.tables.update bigquery.tables.updateData bigtable.tables.get bigtable.tables.list bigtable.tables.readRows binaryauthorization.policy.evaluatePolicy cloudtrace.traces.get cloudtrace.traces.list compute.addresses.get compute.addresses.list compute.addresses.use compute.addresses.useInternal compute.disks.create compute.disks.createSnapshot compute.disks.createTagBinding compute.disks.delete compute.disks.get compute.disks.setLabels compute.disks.use compute.disks.useReadOnly compute.globalOperations.get compute.instances.attachDisk compute.instances.create compute.instances.createTagBinding compute.instances.delete compute.instances.detachDisk compute.instances.get compute.instances.getGuestAttributes compute.instances.list compute.instances.setLabels compute.instances.setMetadata compute.instances.setServiceAccount compute.instances.setTags compute.instances.start compute.instances.stop compute.instances.update compute.instances.useReadOnly compute.machineTypes.get compute.networks.get compute.networks.use compute.networks.useExternalIp compute.snapshots.create compute.snapshots.delete compute.snapshots.useReadOnly compute.subnetworks.get compute.subnetworks.list compute.subnetworks.use compute.subnetworks.useExternalIp compute.zoneOperations.get dataflow.jobs.* dataflow.jobs.cancel dataflow.jobs.create dataflow.jobs.get dataflow.jobs.list dataflow.jobs.snapshot dataflow.jobs.updateContents dataflow.messages.list dataflow.metrics.get dataflow.snapshots.* dataflow.snapshots.delete dataflow.snapshots.get dataflow.snapshots.list datalabeling.annotateddatasets.get datalabeling.datasets.export datalabeling.datasets.get datalabeling.datasets.list datalabeling.operations.get hypercomputecluster.clusters.* hypercomputecluster.clusters.create hypercomputecluster.clusters.delete hypercomputecluster.clusters.get hypercomputecluster.clusters.list hypercomputecluster.clusters.update hypercomputecluster.locations.* hypercomputecluster.locations.get hypercomputecluster.locations.list hypercomputecluster.operations.* hypercomputecluster.operations.cancel hypercomputecluster.operations.delete hypercomputecluster.operations.get hypercomputecluster.operations.list iam.serviceAccounts.actAs iam.serviceAccounts.getAccessToken iam.serviceAccounts.getOpenIdToken logging.logEntries.create logging.logEntries.route logging.views.access logging.views.get ml.models.list ml.operations.get ml.versions.get ml.versions.list monitoring.metricDescriptors.create monitoring.metricDescriptors.get monitoring.metricDescriptors.list monitoring.monitoredResourceDescriptors.* monitoring.monitoredResourceDescriptors.get monitoring.monitoredResourceDescriptors.list monitoring.notificationChannels.get monitoring.timeSeries.create networkservices.agentGateways.get networkservices.agentGateways.use networkservices.operations.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 servicemanagement.services.report serviceusage.services.list serviceusage.services.use storage.buckets.create storage.buckets.delete storage.buckets.get storage.buckets.list storage.objects.create storage.objects.delete storage.objects.get storage.objects.list storage.objects.update
Vertex AI Telemetry Service Agent (roles/aiplatform.telemetryServiceAgent) Allows Vertex AI Telemetry Service Agent to access telemetry data. Warning: Do not grant service agent roles to any principals except service agents.	logging.logEntries.create logging.logEntries.list logging.logEntries.route monitoring.metricDescriptors.create monitoring.metricDescriptors.get monitoring.metricDescriptors.list monitoring.monitoredResourceDescriptors.* monitoring.monitoredResourceDescriptors.get monitoring.monitoredResourceDescriptors.list monitoring.timeSeries.* monitoring.timeSeries.create monitoring.timeSeries.list servicemanagement.services.report
Vertex AI Tuning Service Agent (roles/aiplatform.tuningServiceAgent) Vertex AI Service Agent used for tuning in user project. Warning: Do not grant service agent roles to any principals except service agents.	aiplatform.artifacts.* aiplatform.artifacts.create aiplatform.artifacts.delete aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.artifacts.update aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.get aiplatform.contexts.* aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.endpoints.create aiplatform.endpoints.deploy aiplatform.endpoints.get aiplatform.endpoints.predict aiplatform.evaluationRuns.create aiplatform.evaluationRuns.get aiplatform.locations.evaluateInstances aiplatform.locations.get aiplatform.metadataSchemas.* aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.* aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.models.get aiplatform.models.update aiplatform.models.upload aiplatform.operations.list aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.vertexTune bigquery.datasets.create bigquery.datasets.get bigquery.jobs.create bigquery.jobs.get bigquery.tables.create bigquery.tables.delete bigquery.tables.get bigquery.tables.getData bigquery.tables.list bigquery.tables.update bigquery.tables.updateData resourcemanager.projects.get serviceusage.services.use storage.buckets.create storage.buckets.get storage.buckets.getIamPolicy storage.buckets.list storage.buckets.update storage.objects.create storage.objects.delete storage.objects.get storage.objects.getIamPolicy storage.objects.list storage.objects.update

Papéis básicos

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

Os papéis básicos fornecem permissões em todo o Google Cloud, não apenas no Colab Enterprise. Por esse motivo, use os papéis do Colab Enterprise sempre que possível.

Papéis personalizados

Se os papéis predefinidos do IAM para o Colab Enterprise não atenderem às suas necessidades, é possível definir papéis personalizados. Os papéis personalizados permitem escolher um conjunto específico de permissões, criar seu próprio papel com elas e concedê-lo aos usuários da organização. Para mais informações, consulte Noções básicas sobre papéis personalizados do IAM.

Agentes de serviço para o Colab Enterprise

O Colab Enterprise cria e usa automaticamente agentes de serviço para acessar recursos em seu nome. Quando um agente de serviço é criado, ele recebe um papel predefinido para o projeto.

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

A tabela a seguir lista os agentes de serviço do Colab Enterprise, os endereços de e-mail e as respectivas funções:

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 da Vertex AI Colab	Concede ao Colab Enterprise as permissões necessárias para funcionar.	[e-mail]	roles/aiplatform.colabServiceAgent
Agente de serviço da Vertex AI para Notebook	Executar recursos gerenciados por notebooks no projeto do usuário com permissões restritas	[e-mail]	roles/aiplatform.notebookServiceAgent

Se você remover os papéis padrão dos agentes de serviço do Colab Enterprise, o Colab Enterprise poderá atribuir esses papéis novamente de forma automática para garantir a funcionalidade ininterrupta do serviço. Para desativar o serviço Colab Enterprise, desative as APIs relevantes em vez de remover papéis.

Considerações de segurança para permissões do Colab Enterprise

Quando um usuário cria um bloco do Colab Enterprise, ele recebe automaticamente a função de Proprietário do código (roles/dataform.codeOwner) nesse bloco. Essa concessão de papel no nível do recurso é separada de qualquer papel do IAM para envolvidos no projeto.

O IAM organiza as políticas de maneira hierárquica:

• Um usuário pode ter uma função na política do IAM do projeto, que é propagada automaticamente para todos os recursos no projeto.
• Um usuário também pode ter uma função em uma política de recursos específica, como um notebook individual.

Um usuário tem acesso a um recurso se tiver uma função na política de recursos ou em qualquer uma das políticas pai.

Cuidado: remover os papéis do IAM para envolvidos no projeto de um usuário não remove automaticamente os papéis no nível do recurso nos notebooks criados por ele. O usuário mantém o acesso a esses notebooks até que as funções no nível do recurso também sejam removidas.

Para revogar totalmente o acesso de um usuário, os administradores podem fazer o seguinte:

• Remova as funções do usuário de cada notebook individual. Para saber mais, consulte Remover o acesso no nível do recurso de um notebook.
• Crie uma política de negação do IAM para revogar todas as permissões do usuário em todos os recursos do projeto.

A seguir

• Conceder a um principal o acesso a um notebook do Colab Enterprise.

• Saiba mais sobre o IAM.

• Saiba como criar e gerenciar papéis personalizados de IAM.

• Saiba mais sobre os agentes de serviço