IAM을 사용한 Vertex AI 액세스 제어

이 페이지에서는 Identity and Access Management(IAM)를 사용하여 Vertex AI 리소스에 대한 액세스를 관리하는 방법을 설명합니다. Vertex AI Workbench 인스턴스에 대한 액세스를 관리하려면 Vertex AI Workbench 인스턴스 액세스 제어를 참조하세요.

Vertex AI는 IAM을 사용하여 리소스에 대한 액세스를 관리합니다. 프로젝트 수준 또는 리소스 수준에서 액세스를 관리할 수 있습니다. 프로젝트 수준에서 리소스에 대한 액세스 권한을 부여하려면 주 구성원(사용자, 그룹 또는 서비스 계정)에 역할을 하나 이상 할당합니다. 특정 리소스에 대한 액세스 권한을 부여하려면 해당 리소스에 IAM 정책을 설정합니다. 리소스는 리소스 수준 정책을 지원해야 합니다. 정책은 어떤 역할이 어떤 주 구성원에 할당되는지 정의합니다.

Vertex AI에서 사용할 수 있는 다양한 IAM 역할 유형이 있습니다.

  • 사전 정의된 역할을 사용하면 프로젝트 수준에서 Vertex AI 리소스에 대한 관련 권한 집합을 부여할 수 있습니다.

  • 기본 역할(소유자, 편집자, 뷰어)은 프로젝트 수준에서 Vertex AI 리소스에 대한 액세스 제어를 제공하며 모든 Google Cloud 서비스에 공통으로 적용됩니다.

  • 커스텀 역할을 사용하면 특정 권한 집합을 선택하고, 해당 권한을 사용하여 고유한 역할을 만들고, 조직의 사용자에게 역할을 부여할 수 있습니다.

Vertex AI 프로젝트에서 이러한 역할을 추가, 업데이트 또는 삭제하려면 액세스 권한 부여, 변경, 취소에 대한 문서를 참조하세요.

Vertex AI의 사전 정의된 역할

Role Permissions

(roles/aiplatform.admin)

Grants full access to all resources in Vertex AI

aiplatform.*

  • aiplatform.agentExamples.create
  • aiplatform.agentExamples.delete
  • aiplatform.agentExamples.get
  • aiplatform.agentExamples.list
  • aiplatform.agentExamples.update
  • aiplatform.agents.create
  • aiplatform.agents.delete
  • aiplatform.agents.get
  • aiplatform.agents.list
  • aiplatform.agents.update
  • aiplatform.annotationSpecs.create
  • aiplatform.annotationSpecs.delete
  • aiplatform.annotationSpecs.get
  • aiplatform.annotationSpecs.list
  • aiplatform.annotationSpecs.update
  • aiplatform.annotations.create
  • aiplatform.annotations.delete
  • aiplatform.annotations.get
  • aiplatform.annotations.list
  • aiplatform.annotations.update
  • aiplatform.apps.create
  • aiplatform.apps.delete
  • aiplatform.apps.get
  • aiplatform.apps.list
  • aiplatform.apps.update
  • aiplatform.artifacts.create
  • aiplatform.artifacts.delete
  • aiplatform.artifacts.get
  • aiplatform.artifacts.list
  • aiplatform.artifacts.update
  • aiplatform.batchPredictionJobs.cancel
  • aiplatform.batchPredictionJobs.create
  • aiplatform.batchPredictionJobs.delete
  • aiplatform.batchPredictionJobs.get
  • aiplatform.batchPredictionJobs.list
  • aiplatform.cacheConfigs.get
  • aiplatform.cacheConfigs.update
  • aiplatform.cachedContents.create
  • aiplatform.cachedContents.delete
  • aiplatform.cachedContents.get
  • aiplatform.cachedContents.list
  • aiplatform.cachedContents.update
  • aiplatform.consents.get
  • aiplatform.consents.update
  • aiplatform.contexts.addContextArtifactsAndExecutions
  • aiplatform.contexts.addContextChildren
  • aiplatform.contexts.create
  • aiplatform.contexts.delete
  • aiplatform.contexts.get
  • aiplatform.contexts.list
  • aiplatform.contexts.queryContextLineageSubgraph
  • aiplatform.contexts.update
  • aiplatform.customJobs.cancel
  • aiplatform.customJobs.create
  • aiplatform.customJobs.delete
  • aiplatform.customJobs.get
  • aiplatform.customJobs.list
  • aiplatform.dataItems.create
  • aiplatform.dataItems.delete
  • aiplatform.dataItems.get
  • aiplatform.dataItems.list
  • aiplatform.dataItems.update
  • aiplatform.dataLabelingJobs.cancel
  • aiplatform.dataLabelingJobs.create
  • aiplatform.dataLabelingJobs.delete
  • aiplatform.dataLabelingJobs.get
  • aiplatform.dataLabelingJobs.list
  • aiplatform.datasetVersions.create
  • aiplatform.datasetVersions.delete
  • aiplatform.datasetVersions.get
  • aiplatform.datasetVersions.list
  • aiplatform.datasetVersions.restore
  • aiplatform.datasets.create
  • aiplatform.datasets.delete
  • aiplatform.datasets.export
  • aiplatform.datasets.get
  • aiplatform.datasets.import
  • aiplatform.datasets.list
  • aiplatform.datasets.update
  • aiplatform.deploymentResourcePools.create
  • aiplatform.deploymentResourcePools.delete
  • aiplatform.deploymentResourcePools.get
  • aiplatform.deploymentResourcePools.list
  • aiplatform.deploymentResourcePools.queryDeployedModels
  • aiplatform.deploymentResourcePools.update
  • aiplatform.edgeDeploymentJobs.create
  • aiplatform.edgeDeploymentJobs.delete
  • aiplatform.edgeDeploymentJobs.get
  • aiplatform.edgeDeploymentJobs.list
  • aiplatform.edgeDeviceDebugInfo.get
  • aiplatform.edgeDevices.create
  • aiplatform.edgeDevices.delete
  • aiplatform.edgeDevices.get
  • aiplatform.edgeDevices.list
  • aiplatform.edgeDevices.update
  • aiplatform.endpoints.create
  • aiplatform.endpoints.delete
  • aiplatform.endpoints.deploy
  • aiplatform.endpoints.explain
  • aiplatform.endpoints.get
  • aiplatform.endpoints.getIamPolicy
  • aiplatform.endpoints.list
  • aiplatform.endpoints.predict
  • aiplatform.endpoints.setIamPolicy
  • aiplatform.endpoints.undeploy
  • aiplatform.endpoints.update
  • aiplatform.entityTypes.create
  • aiplatform.entityTypes.delete
  • aiplatform.entityTypes.deleteFeatureValues
  • aiplatform.entityTypes.exportFeatureValues
  • aiplatform.entityTypes.get
  • aiplatform.entityTypes.getIamPolicy
  • aiplatform.entityTypes.importFeatureValues
  • aiplatform.entityTypes.list
  • aiplatform.entityTypes.readFeatureValues
  • aiplatform.entityTypes.setIamPolicy
  • aiplatform.entityTypes.streamingReadFeatureValues
  • aiplatform.entityTypes.update
  • aiplatform.entityTypes.writeFeatureValues
  • aiplatform.executions.addExecutionEvents
  • aiplatform.executions.create
  • aiplatform.executions.delete
  • aiplatform.executions.get
  • aiplatform.executions.list
  • aiplatform.executions.queryExecutionInputsAndOutputs
  • aiplatform.executions.update
  • aiplatform.extensions.delete
  • aiplatform.extensions.execute
  • aiplatform.extensions.get
  • aiplatform.extensions.import
  • aiplatform.extensions.list
  • aiplatform.extensions.update
  • aiplatform.featureGroups.create
  • aiplatform.featureGroups.delete
  • aiplatform.featureGroups.get
  • aiplatform.featureGroups.list
  • aiplatform.featureGroups.update
  • aiplatform.featureOnlineStores.create
  • aiplatform.featureOnlineStores.delete
  • aiplatform.featureOnlineStores.get
  • aiplatform.featureOnlineStores.getIamPolicy
  • aiplatform.featureOnlineStores.list
  • aiplatform.featureOnlineStores.setIamPolicy
  • aiplatform.featureOnlineStores.update
  • aiplatform.featureViewSyncs.get
  • aiplatform.featureViewSyncs.list
  • aiplatform.featureViews.create
  • aiplatform.featureViews.delete
  • aiplatform.featureViews.fetchFeatureValues
  • aiplatform.featureViews.get
  • aiplatform.featureViews.getIamPolicy
  • aiplatform.featureViews.list
  • aiplatform.featureViews.searchNearestEntities
  • aiplatform.featureViews.setIamPolicy
  • aiplatform.featureViews.sync
  • aiplatform.featureViews.update
  • aiplatform.features.create
  • aiplatform.features.delete
  • aiplatform.features.get
  • aiplatform.features.list
  • aiplatform.features.update
  • aiplatform.featurestores.batchReadFeatureValues
  • aiplatform.featurestores.create
  • aiplatform.featurestores.delete
  • aiplatform.featurestores.exportFeatures
  • aiplatform.featurestores.get
  • aiplatform.featurestores.getIamPolicy
  • aiplatform.featurestores.importFeatures
  • aiplatform.featurestores.list
  • aiplatform.featurestores.readFeatures
  • aiplatform.featurestores.setIamPolicy
  • aiplatform.featurestores.update
  • aiplatform.featurestores.writeFeatures
  • aiplatform.humanInTheLoops.cancel
  • aiplatform.humanInTheLoops.create
  • aiplatform.humanInTheLoops.delete
  • aiplatform.humanInTheLoops.get
  • aiplatform.humanInTheLoops.list
  • aiplatform.humanInTheLoops.queryAnnotationStats
  • aiplatform.humanInTheLoops.send
  • aiplatform.humanInTheLoops.update
  • aiplatform.hyperparameterTuningJobs.cancel
  • aiplatform.hyperparameterTuningJobs.create
  • aiplatform.hyperparameterTuningJobs.delete
  • aiplatform.hyperparameterTuningJobs.get
  • aiplatform.hyperparameterTuningJobs.list
  • aiplatform.indexEndpoints.create
  • aiplatform.indexEndpoints.delete
  • aiplatform.indexEndpoints.deploy
  • aiplatform.indexEndpoints.get
  • aiplatform.indexEndpoints.list
  • aiplatform.indexEndpoints.queryVectors
  • aiplatform.indexEndpoints.undeploy
  • aiplatform.indexEndpoints.update
  • aiplatform.indexes.create
  • aiplatform.indexes.delete
  • aiplatform.indexes.get
  • aiplatform.indexes.list
  • aiplatform.indexes.update
  • aiplatform.locations.get
  • aiplatform.locations.list
  • aiplatform.metadataSchemas.create
  • aiplatform.metadataSchemas.delete
  • aiplatform.metadataSchemas.get
  • aiplatform.metadataSchemas.list
  • aiplatform.metadataStores.create
  • aiplatform.metadataStores.delete
  • aiplatform.metadataStores.get
  • aiplatform.metadataStores.list
  • aiplatform.migratableResources.migrate
  • aiplatform.migratableResources.search
  • aiplatform.modelDeploymentMonitoringJobs.create
  • aiplatform.modelDeploymentMonitoringJobs.delete
  • aiplatform.modelDeploymentMonitoringJobs.get
  • aiplatform.modelDeploymentMonitoringJobs.list
  • aiplatform.modelDeploymentMonitoringJobs.pause
  • aiplatform.modelDeploymentMonitoringJobs.resume
  • aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies
  • aiplatform.modelDeploymentMonitoringJobs.update
  • aiplatform.modelEvaluationSlices.get
  • aiplatform.modelEvaluationSlices.import
  • aiplatform.modelEvaluationSlices.list
  • aiplatform.modelEvaluations.exportEvaluatedDataItems
  • aiplatform.modelEvaluations.get
  • aiplatform.modelEvaluations.import
  • aiplatform.modelEvaluations.list
  • aiplatform.modelMonitoringJobs.create
  • aiplatform.modelMonitoringJobs.delete
  • aiplatform.modelMonitoringJobs.get
  • aiplatform.modelMonitoringJobs.list
  • aiplatform.modelMonitors.create
  • aiplatform.modelMonitors.delete
  • aiplatform.modelMonitors.get
  • aiplatform.modelMonitors.list
  • aiplatform.modelMonitors.searchModelMonitoringAlerts
  • aiplatform.modelMonitors.searchModelMonitoringStats
  • aiplatform.modelMonitors.update
  • aiplatform.models.delete
  • aiplatform.models.export
  • aiplatform.models.get
  • aiplatform.models.list
  • aiplatform.models.update
  • aiplatform.models.upload
  • aiplatform.nasJobs.cancel
  • aiplatform.nasJobs.create
  • aiplatform.nasJobs.delete
  • aiplatform.nasJobs.get
  • aiplatform.nasJobs.list
  • aiplatform.nasTrialDetails.get
  • aiplatform.nasTrialDetails.list
  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list
  • aiplatform.notebookRuntimeTemplates.apply
  • aiplatform.notebookRuntimeTemplates.create
  • aiplatform.notebookRuntimeTemplates.delete
  • aiplatform.notebookRuntimeTemplates.get
  • aiplatform.notebookRuntimeTemplates.getIamPolicy
  • aiplatform.notebookRuntimeTemplates.list
  • aiplatform.notebookRuntimeTemplates.setIamPolicy
  • aiplatform.notebookRuntimeTemplates.update
  • aiplatform.notebookRuntimes.assign
  • aiplatform.notebookRuntimes.delete
  • aiplatform.notebookRuntimes.get
  • aiplatform.notebookRuntimes.list
  • aiplatform.notebookRuntimes.start
  • aiplatform.notebookRuntimes.update
  • aiplatform.notebookRuntimes.upgrade
  • aiplatform.operations.list
  • aiplatform.persistentResources.create
  • aiplatform.persistentResources.delete
  • aiplatform.persistentResources.get
  • aiplatform.persistentResources.list
  • aiplatform.pipelineJobs.cancel
  • aiplatform.pipelineJobs.create
  • aiplatform.pipelineJobs.delete
  • aiplatform.pipelineJobs.get
  • aiplatform.pipelineJobs.list
  • aiplatform.reasoningEngines.create
  • aiplatform.reasoningEngines.delete
  • aiplatform.reasoningEngines.get
  • aiplatform.reasoningEngines.list
  • aiplatform.reasoningEngines.query
  • aiplatform.reasoningEngines.update
  • aiplatform.schedules.create
  • aiplatform.schedules.delete
  • aiplatform.schedules.get
  • aiplatform.schedules.list
  • aiplatform.schedules.update
  • aiplatform.sessions.get
  • aiplatform.sessions.list
  • aiplatform.sessions.run
  • aiplatform.specialistPools.create
  • aiplatform.specialistPools.delete
  • aiplatform.specialistPools.get
  • aiplatform.specialistPools.list
  • aiplatform.specialistPools.update
  • aiplatform.studies.create
  • aiplatform.studies.delete
  • aiplatform.studies.get
  • aiplatform.studies.list
  • aiplatform.studies.update
  • aiplatform.tensorboardExperiments.create
  • aiplatform.tensorboardExperiments.delete
  • aiplatform.tensorboardExperiments.get
  • aiplatform.tensorboardExperiments.list
  • aiplatform.tensorboardExperiments.update
  • aiplatform.tensorboardExperiments.write
  • aiplatform.tensorboardRuns.batchCreate
  • aiplatform.tensorboardRuns.create
  • aiplatform.tensorboardRuns.delete
  • aiplatform.tensorboardRuns.get
  • aiplatform.tensorboardRuns.list
  • aiplatform.tensorboardRuns.update
  • aiplatform.tensorboardRuns.write
  • aiplatform.tensorboardTimeSeries.batchCreate
  • aiplatform.tensorboardTimeSeries.batchRead
  • aiplatform.tensorboardTimeSeries.create
  • aiplatform.tensorboardTimeSeries.delete
  • aiplatform.tensorboardTimeSeries.get
  • aiplatform.tensorboardTimeSeries.list
  • aiplatform.tensorboardTimeSeries.read
  • aiplatform.tensorboardTimeSeries.update
  • aiplatform.tensorboards.create
  • aiplatform.tensorboards.delete
  • aiplatform.tensorboards.get
  • aiplatform.tensorboards.list
  • aiplatform.tensorboards.recordAccess
  • aiplatform.tensorboards.update
  • aiplatform.trainingPipelines.cancel
  • aiplatform.trainingPipelines.create
  • aiplatform.trainingPipelines.delete
  • aiplatform.trainingPipelines.get
  • aiplatform.trainingPipelines.list
  • aiplatform.trials.create
  • aiplatform.trials.delete
  • aiplatform.trials.get
  • aiplatform.trials.list
  • aiplatform.trials.update
  • aiplatform.tuningJobs.cancel
  • aiplatform.tuningJobs.create
  • aiplatform.tuningJobs.delete
  • aiplatform.tuningJobs.get
  • aiplatform.tuningJobs.list
  • aiplatform.tuningJobs.vertexTune

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.colabEnterpriseAdmin)

Admin role of using colab enterprise.

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.*

  • aiplatform.notebookRuntimeTemplates.apply
  • aiplatform.notebookRuntimeTemplates.create
  • aiplatform.notebookRuntimeTemplates.delete
  • aiplatform.notebookRuntimeTemplates.get
  • aiplatform.notebookRuntimeTemplates.getIamPolicy
  • aiplatform.notebookRuntimeTemplates.list
  • aiplatform.notebookRuntimeTemplates.setIamPolicy
  • aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

  • aiplatform.notebookRuntimes.assign
  • aiplatform.notebookRuntimes.delete
  • aiplatform.notebookRuntimes.get
  • aiplatform.notebookRuntimes.list
  • aiplatform.notebookRuntimes.start
  • aiplatform.notebookRuntimes.update
  • aiplatform.notebookRuntimes.upgrade

aiplatform.operations.list

aiplatform.pipelineJobs.create

aiplatform.schedules.*

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

compute.reservations.get

compute.reservations.list

dataform.*

  • dataform.compilationResults.create
  • dataform.compilationResults.get
  • dataform.compilationResults.list
  • dataform.compilationResults.query
  • dataform.config.get
  • dataform.config.update
  • dataform.locations.get
  • dataform.locations.list
  • dataform.releaseConfigs.create
  • dataform.releaseConfigs.delete
  • dataform.releaseConfigs.get
  • dataform.releaseConfigs.list
  • dataform.releaseConfigs.update
  • dataform.repositories.commit
  • dataform.repositories.computeAccessTokenStatus
  • dataform.repositories.create
  • dataform.repositories.delete
  • dataform.repositories.fetchHistory
  • dataform.repositories.fetchRemoteBranches
  • dataform.repositories.get
  • dataform.repositories.getIamPolicy
  • dataform.repositories.list
  • dataform.repositories.queryDirectoryContents
  • dataform.repositories.readFile
  • dataform.repositories.setIamPolicy
  • dataform.repositories.update
  • dataform.workflowConfigs.create
  • dataform.workflowConfigs.delete
  • dataform.workflowConfigs.get
  • dataform.workflowConfigs.list
  • dataform.workflowConfigs.update
  • dataform.workflowInvocations.cancel
  • dataform.workflowInvocations.create
  • dataform.workflowInvocations.delete
  • dataform.workflowInvocations.get
  • dataform.workflowInvocations.list
  • dataform.workflowInvocations.query
  • dataform.workspaces.commit
  • dataform.workspaces.create
  • dataform.workspaces.delete
  • dataform.workspaces.fetchFileDiff
  • dataform.workspaces.fetchFileGitStatuses
  • dataform.workspaces.fetchGitAheadBehind
  • dataform.workspaces.get
  • dataform.workspaces.getIamPolicy
  • dataform.workspaces.installNpmPackages
  • dataform.workspaces.list
  • dataform.workspaces.makeDirectory
  • dataform.workspaces.moveDirectory
  • dataform.workspaces.moveFile
  • dataform.workspaces.pull
  • dataform.workspaces.push
  • dataform.workspaces.queryDirectoryContents
  • dataform.workspaces.readFile
  • dataform.workspaces.removeDirectory
  • dataform.workspaces.removeFile
  • dataform.workspaces.reset
  • dataform.workspaces.searchFiles
  • dataform.workspaces.setIamPolicy
  • dataform.workspaces.writeFile

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.colabEnterpriseUser)

User role of using colab enterprise.

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.getIamPolicy

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimes.assign

aiplatform.notebookRuntimes.get

aiplatform.notebookRuntimes.list

aiplatform.operations.list

aiplatform.pipelineJobs.create

aiplatform.schedules.*

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

dataform.locations.*

  • dataform.locations.get
  • dataform.locations.list

dataform.repositories.create

dataform.repositories.list

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.entityTypeOwner)

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

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.getIamPolicy

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.setIamPolicy

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

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

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.*

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

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreAdmin)

Grants full access to all resources in Vertex AI Feature Store

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.*

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

aiplatform.featureGroups.*

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

aiplatform.featureOnlineStores.*

  • aiplatform.featureOnlineStores.create
  • aiplatform.featureOnlineStores.delete
  • aiplatform.featureOnlineStores.get
  • aiplatform.featureOnlineStores.getIamPolicy
  • aiplatform.featureOnlineStores.list
  • aiplatform.featureOnlineStores.setIamPolicy
  • aiplatform.featureOnlineStores.update

aiplatform.featureViewSyncs.*

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

aiplatform.featureViews.*

  • aiplatform.featureViews.create
  • aiplatform.featureViews.delete
  • aiplatform.featureViews.fetchFeatureValues
  • aiplatform.featureViews.get
  • aiplatform.featureViews.getIamPolicy
  • aiplatform.featureViews.list
  • aiplatform.featureViews.searchNearestEntities
  • aiplatform.featureViews.setIamPolicy
  • aiplatform.featureViews.sync
  • aiplatform.featureViews.update

aiplatform.features.*

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

aiplatform.featurestores.*

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

aiplatform.operations.list

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreDataViewer)

This role provides permissions to read Feature data.

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

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

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreDataWriter)

This role provides permissions to read and write Feature data.

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.writeFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

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

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreInstanceCreator)

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

Lowest-level resources where you can grant this role:

  • Featurestore

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.get

aiplatform.featurestores.list

aiplatform.featurestores.update

(roles/aiplatform.featurestoreResourceViewer)

Viewer of all resources in Vertex AI Feature Store but cannot make changes.

Lowest-level resources where you can grant this role:

  • Entity type

aiplatform.entityTypes.get

aiplatform.entityTypes.list

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

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

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.get

aiplatform.featurestores.list

aiplatform.operations.list

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.featurestoreUser)

Deprecated. Use featurestoreAdmin instead.

aiplatform.entityTypes.*

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

aiplatform.features.*

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

aiplatform.featurestores.*

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

aiplatform.operations.list

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.migrator)

Grants access to use migration service in Vertex AI

aiplatform.migratableResources.*

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

(roles/aiplatform.notebookExecutorUser)

Grants users full access to schedules and notebook execution jobs.

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.operations.list

aiplatform.pipelineJobs.create

aiplatform.schedules.*

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

(roles/aiplatform.notebookRuntimeAdmin)

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

aiplatform.notebookRuntimeTemplates.*

  • aiplatform.notebookRuntimeTemplates.apply
  • aiplatform.notebookRuntimeTemplates.create
  • aiplatform.notebookRuntimeTemplates.delete
  • aiplatform.notebookRuntimeTemplates.get
  • aiplatform.notebookRuntimeTemplates.getIamPolicy
  • aiplatform.notebookRuntimeTemplates.list
  • aiplatform.notebookRuntimeTemplates.setIamPolicy
  • aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

  • aiplatform.notebookRuntimes.assign
  • aiplatform.notebookRuntimes.delete
  • aiplatform.notebookRuntimes.get
  • aiplatform.notebookRuntimes.list
  • aiplatform.notebookRuntimes.start
  • aiplatform.notebookRuntimes.update
  • aiplatform.notebookRuntimes.upgrade

aiplatform.operations.list

compute.reservations.get

compute.reservations.list

(roles/aiplatform.notebookRuntimeUser)

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

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.getIamPolicy

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimes.assign

aiplatform.notebookRuntimes.get

aiplatform.notebookRuntimes.list

aiplatform.operations.list

(roles/aiplatform.tensorboardWebAppUser)

Grants access to the Vertex AI TensorBoard web app.

aiplatform.tensorboards.recordAccess

(roles/aiplatform.user)

Grants access to use all resource in Vertex AI

aiplatform.agentExamples.*

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

aiplatform.agents.*

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

aiplatform.annotationSpecs.*

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

aiplatform.annotations.*

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

aiplatform.apps.*

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

aiplatform.artifacts.*

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

aiplatform.batchPredictionJobs.*

  • aiplatform.batchPredictionJobs.cancel
  • aiplatform.batchPredictionJobs.create
  • aiplatform.batchPredictionJobs.delete
  • aiplatform.batchPredictionJobs.get
  • aiplatform.batchPredictionJobs.list

aiplatform.cacheConfigs.get

aiplatform.cachedContents.*

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

aiplatform.consents.get

aiplatform.contexts.*

  • aiplatform.contexts.addContextArtifactsAndExecutions
  • aiplatform.contexts.addContextChildren
  • aiplatform.contexts.create
  • aiplatform.contexts.delete
  • aiplatform.contexts.get
  • aiplatform.contexts.list
  • aiplatform.contexts.queryContextLineageSubgraph
  • aiplatform.contexts.update

aiplatform.customJobs.*

  • aiplatform.customJobs.cancel
  • aiplatform.customJobs.create
  • aiplatform.customJobs.delete
  • aiplatform.customJobs.get
  • aiplatform.customJobs.list

aiplatform.dataItems.*

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

aiplatform.dataLabelingJobs.*

  • aiplatform.dataLabelingJobs.cancel
  • aiplatform.dataLabelingJobs.create
  • aiplatform.dataLabelingJobs.delete
  • aiplatform.dataLabelingJobs.get
  • aiplatform.dataLabelingJobs.list

aiplatform.datasetVersions.*

  • aiplatform.datasetVersions.create
  • aiplatform.datasetVersions.delete
  • aiplatform.datasetVersions.get
  • aiplatform.datasetVersions.list
  • aiplatform.datasetVersions.restore

aiplatform.datasets.*

  • aiplatform.datasets.create
  • aiplatform.datasets.delete
  • aiplatform.datasets.export
  • aiplatform.datasets.get
  • aiplatform.datasets.import
  • aiplatform.datasets.list
  • aiplatform.datasets.update

aiplatform.deploymentResourcePools.*

  • aiplatform.deploymentResourcePools.create
  • aiplatform.deploymentResourcePools.delete
  • aiplatform.deploymentResourcePools.get
  • aiplatform.deploymentResourcePools.list
  • aiplatform.deploymentResourcePools.queryDeployedModels
  • aiplatform.deploymentResourcePools.update

aiplatform.edgeDeploymentJobs.*

  • aiplatform.edgeDeploymentJobs.create
  • aiplatform.edgeDeploymentJobs.delete
  • aiplatform.edgeDeploymentJobs.get
  • aiplatform.edgeDeploymentJobs.list

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.*

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

aiplatform.endpoints.create

aiplatform.endpoints.delete

aiplatform.endpoints.deploy

aiplatform.endpoints.explain

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.endpoints.predict

aiplatform.endpoints.undeploy

aiplatform.endpoints.update

aiplatform.entityTypes.create

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.list

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.executions.*

  • aiplatform.executions.addExecutionEvents
  • aiplatform.executions.create
  • aiplatform.executions.delete
  • aiplatform.executions.get
  • aiplatform.executions.list
  • aiplatform.executions.queryExecutionInputsAndOutputs
  • aiplatform.executions.update

aiplatform.extensions.*

  • aiplatform.extensions.delete
  • aiplatform.extensions.execute
  • aiplatform.extensions.get
  • aiplatform.extensions.import
  • aiplatform.extensions.list
  • aiplatform.extensions.update

aiplatform.featureGroups.*

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

aiplatform.featureOnlineStores.create

aiplatform.featureOnlineStores.delete

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureOnlineStores.update

aiplatform.featureViewSyncs.*

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

aiplatform.featureViews.create

aiplatform.featureViews.delete

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.featureViews.sync

aiplatform.featureViews.update

aiplatform.features.*

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

aiplatform.featurestores.batchReadFeatureValues

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.exportFeatures

aiplatform.featurestores.get

aiplatform.featurestores.importFeatures

aiplatform.featurestores.list

aiplatform.featurestores.readFeatures

aiplatform.featurestores.update

aiplatform.featurestores.writeFeatures

aiplatform.humanInTheLoops.*

  • aiplatform.humanInTheLoops.cancel
  • aiplatform.humanInTheLoops.create
  • aiplatform.humanInTheLoops.delete
  • aiplatform.humanInTheLoops.get
  • aiplatform.humanInTheLoops.list
  • aiplatform.humanInTheLoops.queryAnnotationStats
  • aiplatform.humanInTheLoops.send
  • aiplatform.humanInTheLoops.update

aiplatform.hyperparameterTuningJobs.*

  • aiplatform.hyperparameterTuningJobs.cancel
  • aiplatform.hyperparameterTuningJobs.create
  • aiplatform.hyperparameterTuningJobs.delete
  • aiplatform.hyperparameterTuningJobs.get
  • aiplatform.hyperparameterTuningJobs.list

aiplatform.indexEndpoints.*

  • aiplatform.indexEndpoints.create
  • aiplatform.indexEndpoints.delete
  • aiplatform.indexEndpoints.deploy
  • aiplatform.indexEndpoints.get
  • aiplatform.indexEndpoints.list
  • aiplatform.indexEndpoints.queryVectors
  • aiplatform.indexEndpoints.undeploy
  • aiplatform.indexEndpoints.update

aiplatform.indexes.*

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

aiplatform.locations.*

  • aiplatform.locations.get
  • aiplatform.locations.list

aiplatform.metadataSchemas.*

  • aiplatform.metadataSchemas.create
  • aiplatform.metadataSchemas.delete
  • aiplatform.metadataSchemas.get
  • aiplatform.metadataSchemas.list

aiplatform.metadataStores.*

  • aiplatform.metadataStores.create
  • aiplatform.metadataStores.delete
  • aiplatform.metadataStores.get
  • aiplatform.metadataStores.list

aiplatform.modelDeploymentMonitoringJobs.*

  • aiplatform.modelDeploymentMonitoringJobs.create
  • aiplatform.modelDeploymentMonitoringJobs.delete
  • aiplatform.modelDeploymentMonitoringJobs.get
  • aiplatform.modelDeploymentMonitoringJobs.list
  • aiplatform.modelDeploymentMonitoringJobs.pause
  • aiplatform.modelDeploymentMonitoringJobs.resume
  • aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies
  • aiplatform.modelDeploymentMonitoringJobs.update

aiplatform.modelEvaluationSlices.*

  • aiplatform.modelEvaluationSlices.get
  • aiplatform.modelEvaluationSlices.import
  • aiplatform.modelEvaluationSlices.list

aiplatform.modelEvaluations.*

  • aiplatform.modelEvaluations.exportEvaluatedDataItems
  • aiplatform.modelEvaluations.get
  • aiplatform.modelEvaluations.import
  • aiplatform.modelEvaluations.list

aiplatform.modelMonitoringJobs.*

  • aiplatform.modelMonitoringJobs.create
  • aiplatform.modelMonitoringJobs.delete
  • aiplatform.modelMonitoringJobs.get
  • aiplatform.modelMonitoringJobs.list

aiplatform.modelMonitors.*

  • aiplatform.modelMonitors.create
  • aiplatform.modelMonitors.delete
  • aiplatform.modelMonitors.get
  • aiplatform.modelMonitors.list
  • aiplatform.modelMonitors.searchModelMonitoringAlerts
  • aiplatform.modelMonitors.searchModelMonitoringStats
  • aiplatform.modelMonitors.update

aiplatform.models.*

  • aiplatform.models.delete
  • aiplatform.models.export
  • aiplatform.models.get
  • aiplatform.models.list
  • aiplatform.models.update
  • aiplatform.models.upload

aiplatform.nasJobs.*

  • aiplatform.nasJobs.cancel
  • aiplatform.nasJobs.create
  • aiplatform.nasJobs.delete
  • aiplatform.nasJobs.get
  • aiplatform.nasJobs.list

aiplatform.nasTrialDetails.*

  • aiplatform.nasTrialDetails.get
  • aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.create

aiplatform.notebookRuntimeTemplates.delete

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

  • aiplatform.notebookRuntimes.assign
  • aiplatform.notebookRuntimes.delete
  • aiplatform.notebookRuntimes.get
  • aiplatform.notebookRuntimes.list
  • aiplatform.notebookRuntimes.start
  • aiplatform.notebookRuntimes.update
  • aiplatform.notebookRuntimes.upgrade

aiplatform.operations.list

aiplatform.persistentResources.get

aiplatform.persistentResources.list

aiplatform.pipelineJobs.*

  • aiplatform.pipelineJobs.cancel
  • aiplatform.pipelineJobs.create
  • aiplatform.pipelineJobs.delete
  • aiplatform.pipelineJobs.get
  • aiplatform.pipelineJobs.list

aiplatform.reasoningEngines.*

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

aiplatform.schedules.*

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

aiplatform.sessions.*

  • aiplatform.sessions.get
  • aiplatform.sessions.list
  • aiplatform.sessions.run

aiplatform.specialistPools.*

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

aiplatform.studies.*

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

aiplatform.tensorboardExperiments.*

  • aiplatform.tensorboardExperiments.create
  • aiplatform.tensorboardExperiments.delete
  • aiplatform.tensorboardExperiments.get
  • aiplatform.tensorboardExperiments.list
  • aiplatform.tensorboardExperiments.update
  • aiplatform.tensorboardExperiments.write

aiplatform.tensorboardRuns.*

  • aiplatform.tensorboardRuns.batchCreate
  • aiplatform.tensorboardRuns.create
  • aiplatform.tensorboardRuns.delete
  • aiplatform.tensorboardRuns.get
  • aiplatform.tensorboardRuns.list
  • aiplatform.tensorboardRuns.update
  • aiplatform.tensorboardRuns.write

aiplatform.tensorboardTimeSeries.*

  • aiplatform.tensorboardTimeSeries.batchCreate
  • aiplatform.tensorboardTimeSeries.batchRead
  • aiplatform.tensorboardTimeSeries.create
  • aiplatform.tensorboardTimeSeries.delete
  • aiplatform.tensorboardTimeSeries.get
  • aiplatform.tensorboardTimeSeries.list
  • aiplatform.tensorboardTimeSeries.read
  • aiplatform.tensorboardTimeSeries.update

aiplatform.tensorboards.create

aiplatform.tensorboards.delete

aiplatform.tensorboards.get

aiplatform.tensorboards.list

aiplatform.tensorboards.update

aiplatform.trainingPipelines.*

  • aiplatform.trainingPipelines.cancel
  • aiplatform.trainingPipelines.create
  • aiplatform.trainingPipelines.delete
  • aiplatform.trainingPipelines.get
  • aiplatform.trainingPipelines.list

aiplatform.trials.*

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

aiplatform.tuningJobs.*

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

resourcemanager.projects.get

resourcemanager.projects.list

(roles/aiplatform.viewer)

Grants access to view all resource in Vertex AI

aiplatform.agentExamples.get

aiplatform.agentExamples.list

aiplatform.agents.get

aiplatform.agents.list

aiplatform.annotationSpecs.get

aiplatform.annotationSpecs.list

aiplatform.annotations.get

aiplatform.annotations.list

aiplatform.apps.get

aiplatform.apps.list

aiplatform.artifacts.get

aiplatform.artifacts.list

aiplatform.batchPredictionJobs.get

aiplatform.batchPredictionJobs.list

aiplatform.cacheConfigs.get

aiplatform.cachedContents.get

aiplatform.cachedContents.list

aiplatform.consents.get

aiplatform.contexts.get

aiplatform.contexts.list

aiplatform.contexts.queryContextLineageSubgraph

aiplatform.customJobs.get

aiplatform.customJobs.list

aiplatform.dataItems.get

aiplatform.dataItems.list

aiplatform.dataLabelingJobs.get

aiplatform.dataLabelingJobs.list

aiplatform.datasetVersions.get

aiplatform.datasetVersions.list

aiplatform.datasets.get

aiplatform.datasets.list

aiplatform.deploymentResourcePools.get

aiplatform.deploymentResourcePools.list

aiplatform.deploymentResourcePools.queryDeployedModels

aiplatform.edgeDeploymentJobs.get

aiplatform.edgeDeploymentJobs.list

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.get

aiplatform.edgeDevices.list

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.entityTypes.get

aiplatform.entityTypes.list

aiplatform.executions.get

aiplatform.executions.list

aiplatform.executions.queryExecutionInputsAndOutputs

aiplatform.extensions.get

aiplatform.extensions.list

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

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

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.get

aiplatform.featurestores.list

aiplatform.humanInTheLoops.get

aiplatform.humanInTheLoops.list

aiplatform.hyperparameterTuningJobs.get

aiplatform.hyperparameterTuningJobs.list

aiplatform.indexEndpoints.get

aiplatform.indexEndpoints.list

aiplatform.indexEndpoints.queryVectors

aiplatform.indexes.get

aiplatform.indexes.list

aiplatform.locations.*

  • aiplatform.locations.get
  • aiplatform.locations.list

aiplatform.metadataSchemas.get

aiplatform.metadataSchemas.list

aiplatform.metadataStores.get

aiplatform.metadataStores.list

aiplatform.modelDeploymentMonitoringJobs.get

aiplatform.modelDeploymentMonitoringJobs.list

aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies

aiplatform.modelEvaluationSlices.get

aiplatform.modelEvaluationSlices.list

aiplatform.modelEvaluations.get

aiplatform.modelEvaluations.list

aiplatform.modelMonitoringJobs.get

aiplatform.modelMonitoringJobs.list

aiplatform.modelMonitors.get

aiplatform.modelMonitors.list

aiplatform.modelMonitors.searchModelMonitoringAlerts

aiplatform.modelMonitors.searchModelMonitoringStats

aiplatform.models.get

aiplatform.models.list

aiplatform.nasJobs.get

aiplatform.nasJobs.list

aiplatform.nasTrialDetails.*

  • aiplatform.nasTrialDetails.get
  • aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.get

aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimes.get

aiplatform.notebookRuntimes.list

aiplatform.operations.list

aiplatform.persistentResources.get

aiplatform.persistentResources.list

aiplatform.pipelineJobs.get

aiplatform.pipelineJobs.list

aiplatform.reasoningEngines.get

aiplatform.reasoningEngines.list

aiplatform.reasoningEngines.query

aiplatform.schedules.get

aiplatform.schedules.list

aiplatform.sessions.get

aiplatform.sessions.list

aiplatform.specialistPools.get

aiplatform.specialistPools.list

aiplatform.specialistPools.update

aiplatform.studies.get

aiplatform.studies.list

aiplatform.tensorboardExperiments.get

aiplatform.tensorboardExperiments.list

aiplatform.tensorboardRuns.get

aiplatform.tensorboardRuns.list

aiplatform.tensorboardTimeSeries.batchRead

aiplatform.tensorboardTimeSeries.get

aiplatform.tensorboardTimeSeries.list

aiplatform.tensorboardTimeSeries.read

aiplatform.tensorboards.get

aiplatform.tensorboards.list

aiplatform.trainingPipelines.get

aiplatform.trainingPipelines.list

aiplatform.trials.get

aiplatform.trials.list

aiplatform.tuningJobs.get

aiplatform.tuningJobs.list

resourcemanager.projects.get

resourcemanager.projects.list

기본 역할

이전의 Google Cloud 기본 역할은 모든 Google Cloud 서비스에 공통적으로 적용됩니다. 이러한 역할은 소유자, 편집자, 뷰어입니다.

기본 역할은 Vertex AI뿐만 아니라 Google Cloud 전반에 대한 권한을 제공합니다. 이러한 이유로 가능하면 Vertex AI 역할을 사용해야 합니다.

커스텀 역할

Vertex AI의 사전 정의된 IAM 역할이 필요에 맞지 않는 경우 커스텀 역할을 정의할 수 있습니다. 커스텀 역할을 사용하면 특정 권한 집합을 선택하고, 해당 권한을 사용하여 고유한 역할을 만들고, 조직의 사용자에게 역할을 부여할 수 있습니다. 자세한 내용은 IAM 커스텀 역할 이해를 참조하세요.

프로젝트 수준 리소스와 리소스 수준 정책 비교

리소스 수준에서 정책을 설정해도 프로젝트 수준 정책에는 영향을 미치지 않습니다. 리소스는 상위 항목에서 모든 정책을 상속합니다. 이 두 가지 세부사항 수준을 사용하여 권한을 맞춤설정할 수 있습니다. 예를 들어 프로젝트의 모든 리소스를 읽을 수 있도록 프로젝트 수준에서 사용자에게 읽기 권한을 부여한 다음 리소스 수준에서 리소스별로 쓰기 권한을 부여할 수 있습니다.

모든 Vertex AI 사전 정의된 역할 및 리소스가 리소스 수준 정책을 지원하는 것은 아닙니다. 어떤 리소스에서 어떤 역할을 사용할 수 있는지 확인하려면 각 역할의 설명을 확인하세요.

지원되는 리소스

Vertex AI는 Vertex AI Feature Store 피처스토어 및 항목 유형 리소스를 지원합니다. 자세한 내용은 Vertex AI Feature Store 리소스에 대한 액세스 제어를 참조하세요.

리소스에 대한 액세스 권한을 부여하거나 취소한 후 변경사항이 전파되려면 시간이 걸립니다. 자세한 내용은 액세스 변경 전파를 참조하세요.

서비스 계정 및 서비스 에이전트 정보

서비스 계정

서비스 계정은 사용자가 아닌 애플리케이션 또는 가상 머신(VM) 인스턴스에서 사용하는 특별 계정입니다. 서비스 계정에 권한을 만들고 할당하여 리소스 또는 애플리케이션에 대한 특정 권한을 제공할 수 있습니다.

서비스 계정을 사용하여 커스텀 학습 컨테이너 또는 커스텀 학습 모델에 대한 온라인 예측을 제공하는 컨테이너에 사용할 수 있는 권한을 맞춤설정하는 방법은 커스텀 서비스 계정 사용을 읽어보세요.

서비스 계정은 이메일 주소로 식별됩니다.

서비스 에이전트

서비스 에이전트는 자동으로 관리되는 Google 관리 서비스 계정입니다. 서비스가 사용자를 대신하여 리소스에 액세스할 수 있도록 합니다.

서비스 에이전트가 생성되면 서비스 에이전트에 프로젝트에 대해 사전 정의된 역할이 부여됩니다. 다음 표에는 Vertex AI 서비스 에이전트, 이메일 주소, 해당 역할이 나와 있습니다.

이름 연결 대상: 이메일 주소 역할
Vertex AI 서비스 에이전트 Vertex AI 기능 service-PROJECT_NUMBER@gcp-sa-aiplatform.iam.gserviceaccount.com roles/aiplatform.serviceAgent
Vertex AI 커스텀 코드 서비스 에이전트 커스텀 학습 코드 service-PROJECT_NUMBER@gcp-sa-aiplatform-cc.iam.gserviceaccount.com roles/aiplatform.customCodeServiceAgent
Vertex AI 확장 프로그램 서비스 에이전트 Vertex 확장 프로그램 service-PROJECT_NUMBER@gcp-sa-vertex-ex.iam.gserviceaccount.com roles/aiplatform.extensionServiceAgent
Cloud AI Platform Notebooks 서비스 계정 Vertex AI Workbench 기능 service-PROJECT_NUMBER@gcp-sa-notebooks.iam.gserviceaccount.com roles/notebooks.serviceAgent

커스텀 학습 코드를 실행하여 커스텀 학습 모델을 학습시키는 경우에만 Vertex AI 커스텀 코드 서비스 에이전트가 생성됩니다.

서비스 에이전트 역할 및 권한

Vertex AI 서비스 에이전트에 부여된 다음 역할 및 권한을 참조하세요.

역할 권한

(roles/aiplatform.serviceAgent)

작동하는 데 필요한 권한을 Vertex AI에 부여합니다.

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.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.consents.get

aiplatform.contexts.*

  • aiplatform.contexts.addContextArtifactsAndExecutions
  • aiplatform.contexts.addContextChildren
  • aiplatform.contexts.create
  • aiplatform.contexts.delete
  • aiplatform.contexts.get
  • aiplatform.contexts.list
  • aiplatform.contexts.queryContextLineageSubgraph
  • aiplatform.contexts.update

aiplatform.customJobs.*

  • aiplatform.customJobs.cancel
  • aiplatform.customJobs.create
  • aiplatform.customJobs.delete
  • aiplatform.customJobs.get
  • aiplatform.customJobs.list

aiplatform.dataItems.*

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

aiplatform.dataLabelingJobs.*

  • aiplatform.dataLabelingJobs.cancel
  • aiplatform.dataLabelingJobs.create
  • aiplatform.dataLabelingJobs.delete
  • aiplatform.dataLabelingJobs.get
  • aiplatform.dataLabelingJobs.list

aiplatform.datasetVersions.*

  • aiplatform.datasetVersions.create
  • aiplatform.datasetVersions.delete
  • aiplatform.datasetVersions.get
  • aiplatform.datasetVersions.list
  • aiplatform.datasetVersions.restore

aiplatform.datasets.*

  • aiplatform.datasets.create
  • aiplatform.datasets.delete
  • aiplatform.datasets.export
  • aiplatform.datasets.get
  • aiplatform.datasets.import
  • aiplatform.datasets.list
  • aiplatform.datasets.update

aiplatform.deploymentResourcePools.*

  • aiplatform.deploymentResourcePools.create
  • aiplatform.deploymentResourcePools.delete
  • aiplatform.deploymentResourcePools.get
  • aiplatform.deploymentResourcePools.list
  • aiplatform.deploymentResourcePools.queryDeployedModels
  • aiplatform.deploymentResourcePools.update

aiplatform.edgeDeploymentJobs.*

  • aiplatform.edgeDeploymentJobs.create
  • aiplatform.edgeDeploymentJobs.delete
  • aiplatform.edgeDeploymentJobs.get
  • aiplatform.edgeDeploymentJobs.list

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.*

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

aiplatform.endpoints.create

aiplatform.endpoints.delete

aiplatform.endpoints.deploy

aiplatform.endpoints.explain

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.endpoints.predict

aiplatform.endpoints.undeploy

aiplatform.endpoints.update

aiplatform.entityTypes.create

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.list

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.executions.*

  • aiplatform.executions.addExecutionEvents
  • aiplatform.executions.create
  • aiplatform.executions.delete
  • aiplatform.executions.get
  • aiplatform.executions.list
  • aiplatform.executions.queryExecutionInputsAndOutputs
  • aiplatform.executions.update

aiplatform.extensions.*

  • aiplatform.extensions.delete
  • aiplatform.extensions.execute
  • aiplatform.extensions.get
  • aiplatform.extensions.import
  • aiplatform.extensions.list
  • aiplatform.extensions.update

aiplatform.featureGroups.*

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

aiplatform.featureOnlineStores.*

  • 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.*

  • aiplatform.featureViews.create
  • aiplatform.featureViews.delete
  • aiplatform.featureViews.fetchFeatureValues
  • aiplatform.featureViews.get
  • aiplatform.featureViews.list
  • aiplatform.featureViews.searchNearestEntities
  • aiplatform.featureViews.sync
  • aiplatform.featureViews.update

aiplatform.features.*

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

aiplatform.featurestores.batchReadFeatureValues

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.exportFeatures

aiplatform.featurestores.get

aiplatform.featurestores.importFeatures

aiplatform.featurestores.list

aiplatform.featurestores.readFeatures

aiplatform.featurestores.update

aiplatform.featurestores.writeFeatures

aiplatform.humanInTheLoops.*

  • aiplatform.humanInTheLoops.cancel
  • aiplatform.humanInTheLoops.create
  • aiplatform.humanInTheLoops.delete
  • aiplatform.humanInTheLoops.get
  • aiplatform.humanInTheLoops.list
  • aiplatform.humanInTheLoops.queryAnnotationStats
  • aiplatform.humanInTheLoops.send
  • aiplatform.humanInTheLoops.update

aiplatform.hyperparameterTuningJobs.*

  • aiplatform.hyperparameterTuningJobs.cancel
  • aiplatform.hyperparameterTuningJobs.create
  • aiplatform.hyperparameterTuningJobs.delete
  • aiplatform.hyperparameterTuningJobs.get
  • aiplatform.hyperparameterTuningJobs.list

aiplatform.indexEndpoints.*

  • aiplatform.indexEndpoints.create
  • aiplatform.indexEndpoints.delete
  • aiplatform.indexEndpoints.deploy
  • aiplatform.indexEndpoints.get
  • aiplatform.indexEndpoints.list
  • aiplatform.indexEndpoints.queryVectors
  • aiplatform.indexEndpoints.undeploy
  • aiplatform.indexEndpoints.update

aiplatform.indexes.*

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

aiplatform.locations.*

  • aiplatform.locations.get
  • aiplatform.locations.list

aiplatform.metadataSchemas.*

  • aiplatform.metadataSchemas.create
  • aiplatform.metadataSchemas.delete
  • aiplatform.metadataSchemas.get
  • aiplatform.metadataSchemas.list

aiplatform.metadataStores.*

  • aiplatform.metadataStores.create
  • aiplatform.metadataStores.delete
  • aiplatform.metadataStores.get
  • aiplatform.metadataStores.list

aiplatform.modelDeploymentMonitoringJobs.*

  • aiplatform.modelDeploymentMonitoringJobs.create
  • aiplatform.modelDeploymentMonitoringJobs.delete
  • aiplatform.modelDeploymentMonitoringJobs.get
  • aiplatform.modelDeploymentMonitoringJobs.list
  • aiplatform.modelDeploymentMonitoringJobs.pause
  • aiplatform.modelDeploymentMonitoringJobs.resume
  • aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies
  • aiplatform.modelDeploymentMonitoringJobs.update

aiplatform.modelEvaluationSlices.*

  • aiplatform.modelEvaluationSlices.get
  • aiplatform.modelEvaluationSlices.import
  • aiplatform.modelEvaluationSlices.list

aiplatform.modelEvaluations.*

  • aiplatform.modelEvaluations.exportEvaluatedDataItems
  • aiplatform.modelEvaluations.get
  • aiplatform.modelEvaluations.import
  • aiplatform.modelEvaluations.list

aiplatform.models.*

  • aiplatform.models.delete
  • aiplatform.models.export
  • aiplatform.models.get
  • aiplatform.models.list
  • aiplatform.models.update
  • aiplatform.models.upload

aiplatform.nasJobs.*

  • aiplatform.nasJobs.cancel
  • aiplatform.nasJobs.create
  • aiplatform.nasJobs.delete
  • aiplatform.nasJobs.get
  • aiplatform.nasJobs.list

aiplatform.nasTrialDetails.*

  • aiplatform.nasTrialDetails.get
  • aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.create

aiplatform.notebookRuntimeTemplates.delete

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

  • aiplatform.notebookRuntimes.assign
  • aiplatform.notebookRuntimes.delete
  • aiplatform.notebookRuntimes.get
  • aiplatform.notebookRuntimes.list
  • aiplatform.notebookRuntimes.start
  • aiplatform.notebookRuntimes.update
  • aiplatform.notebookRuntimes.upgrade

aiplatform.operations.list

aiplatform.persistentResources.get

aiplatform.persistentResources.list

aiplatform.pipelineJobs.*

  • aiplatform.pipelineJobs.cancel
  • aiplatform.pipelineJobs.create
  • aiplatform.pipelineJobs.delete
  • aiplatform.pipelineJobs.get
  • aiplatform.pipelineJobs.list

aiplatform.reasoningEngines.*

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

aiplatform.schedules.*

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

aiplatform.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.cancel

aiplatform.tuningJobs.create

aiplatform.tuningJobs.delete

aiplatform.tuningJobs.get

aiplatform.tuningJobs.list

artifactregistry.repositories.create

artifactregistry.repositories.downloadArtifacts

artifactregistry.repositories.get

artifactregistry.repositories.list

artifactregistry.repositories.uploadArtifacts

artifactregistry.tags.get

artifactregistry.versions.get

automl.datasets.export

automl.datasets.get

automl.datasets.list

automl.modelEvaluations.list

automl.models.get

automl.models.list

automl.operations.get

automl.tableSpecs.get

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.models.create

bigquery.models.export

bigquery.models.getData

bigquery.readsessions.create

bigquery.readsessions.getData

bigquery.tables.create

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.update

bigquery.tables.updateData

bigtable.tables.get

bigtable.tables.list

bigtable.tables.readRows

compute.addresses.get

compute.addresses.list

compute.addresses.use

compute.addresses.useInternal

compute.disks.create

compute.disks.createSnapshot

compute.disks.createTagBinding

compute.disks.delete

compute.disks.get

compute.disks.setLabels

compute.disks.use

compute.disks.useReadOnly

compute.globalOperations.get

compute.instances.attachDisk

compute.instances.create

compute.instances.createTagBinding

compute.instances.delete

compute.instances.detachDisk

compute.instances.get

compute.instances.setLabels

compute.instances.setMetadata

compute.instances.setServiceAccount

compute.instances.setTags

compute.instances.start

compute.instances.stop

compute.instances.useReadOnly

compute.machineTypes.get

compute.networks.get

compute.networks.use

compute.networks.useExternalIp

compute.snapshots.create

compute.snapshots.delete

compute.snapshots.useReadOnly

compute.subnetworks.get

compute.subnetworks.list

compute.subnetworks.use

compute.subnetworks.useExternalIp

compute.zoneOperations.get

dataflow.jobs.*

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

dataflow.messages.list

dataflow.metrics.get

dataflow.snapshots.*

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

datalabeling.annotateddatasets.get

datalabeling.datasets.export

datalabeling.datasets.get

datalabeling.datasets.list

datalabeling.operations.get

iam.serviceAccounts.actAs

iam.serviceAccounts.getAccessToken

logging.logEntries.create

logging.logEntries.route

ml.models.list

ml.operations.get

ml.versions.get

ml.versions.list

monitoring.notificationChannels.get

notebooks.instances.create

notebooks.instances.delete

notebooks.instances.get

resourcemanager.projects.get

resourcemanager.projects.list

run.executions.delete

run.executions.get

run.jobs.create

run.jobs.delete

run.jobs.get

run.jobs.run

run.jobs.update

run.operations.delete

run.operations.get

run.routes.invoke

run.services.create

run.services.delete

run.services.get

serviceusage.services.use

storage.buckets.create

storage.buckets.delete

storage.buckets.get

storage.buckets.list

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.list

storage.objects.update

(roles/aiplatform.customCodeServiceAgent)

Vertex AI 커스텀 코드에 적절한 권한을 부여합니다.

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.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.consents.get

aiplatform.contexts.*

  • aiplatform.contexts.addContextArtifactsAndExecutions
  • aiplatform.contexts.addContextChildren
  • aiplatform.contexts.create
  • aiplatform.contexts.delete
  • aiplatform.contexts.get
  • aiplatform.contexts.list
  • aiplatform.contexts.queryContextLineageSubgraph
  • aiplatform.contexts.update

aiplatform.customJobs.*

  • aiplatform.customJobs.cancel
  • aiplatform.customJobs.create
  • aiplatform.customJobs.delete
  • aiplatform.customJobs.get
  • aiplatform.customJobs.list

aiplatform.dataItems.*

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

aiplatform.dataLabelingJobs.*

  • aiplatform.dataLabelingJobs.cancel
  • aiplatform.dataLabelingJobs.create
  • aiplatform.dataLabelingJobs.delete
  • aiplatform.dataLabelingJobs.get
  • aiplatform.dataLabelingJobs.list

aiplatform.datasetVersions.*

  • aiplatform.datasetVersions.create
  • aiplatform.datasetVersions.delete
  • aiplatform.datasetVersions.get
  • aiplatform.datasetVersions.list
  • aiplatform.datasetVersions.restore

aiplatform.datasets.*

  • aiplatform.datasets.create
  • aiplatform.datasets.delete
  • aiplatform.datasets.export
  • aiplatform.datasets.get
  • aiplatform.datasets.import
  • aiplatform.datasets.list
  • aiplatform.datasets.update

aiplatform.deploymentResourcePools.*

  • aiplatform.deploymentResourcePools.create
  • aiplatform.deploymentResourcePools.delete
  • aiplatform.deploymentResourcePools.get
  • aiplatform.deploymentResourcePools.list
  • aiplatform.deploymentResourcePools.queryDeployedModels
  • aiplatform.deploymentResourcePools.update

aiplatform.edgeDeploymentJobs.*

  • aiplatform.edgeDeploymentJobs.create
  • aiplatform.edgeDeploymentJobs.delete
  • aiplatform.edgeDeploymentJobs.get
  • aiplatform.edgeDeploymentJobs.list

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.*

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

aiplatform.endpoints.create

aiplatform.endpoints.delete

aiplatform.endpoints.deploy

aiplatform.endpoints.explain

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.endpoints.predict

aiplatform.endpoints.undeploy

aiplatform.endpoints.update

aiplatform.entityTypes.create

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.list

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.executions.*

  • aiplatform.executions.addExecutionEvents
  • aiplatform.executions.create
  • aiplatform.executions.delete
  • aiplatform.executions.get
  • aiplatform.executions.list
  • aiplatform.executions.queryExecutionInputsAndOutputs
  • aiplatform.executions.update

aiplatform.extensions.*

  • aiplatform.extensions.delete
  • aiplatform.extensions.execute
  • aiplatform.extensions.get
  • aiplatform.extensions.import
  • aiplatform.extensions.list
  • aiplatform.extensions.update

aiplatform.featureGroups.*

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

aiplatform.featureOnlineStores.*

  • 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.*

  • aiplatform.featureViews.create
  • aiplatform.featureViews.delete
  • aiplatform.featureViews.fetchFeatureValues
  • aiplatform.featureViews.get
  • aiplatform.featureViews.list
  • aiplatform.featureViews.searchNearestEntities
  • aiplatform.featureViews.sync
  • aiplatform.featureViews.update

aiplatform.features.*

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

aiplatform.featurestores.batchReadFeatureValues

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.exportFeatures

aiplatform.featurestores.get

aiplatform.featurestores.importFeatures

aiplatform.featurestores.list

aiplatform.featurestores.readFeatures

aiplatform.featurestores.update

aiplatform.featurestores.writeFeatures

aiplatform.humanInTheLoops.*

  • aiplatform.humanInTheLoops.cancel
  • aiplatform.humanInTheLoops.create
  • aiplatform.humanInTheLoops.delete
  • aiplatform.humanInTheLoops.get
  • aiplatform.humanInTheLoops.list
  • aiplatform.humanInTheLoops.queryAnnotationStats
  • aiplatform.humanInTheLoops.send
  • aiplatform.humanInTheLoops.update

aiplatform.hyperparameterTuningJobs.*

  • aiplatform.hyperparameterTuningJobs.cancel
  • aiplatform.hyperparameterTuningJobs.create
  • aiplatform.hyperparameterTuningJobs.delete
  • aiplatform.hyperparameterTuningJobs.get
  • aiplatform.hyperparameterTuningJobs.list

aiplatform.indexEndpoints.*

  • aiplatform.indexEndpoints.create
  • aiplatform.indexEndpoints.delete
  • aiplatform.indexEndpoints.deploy
  • aiplatform.indexEndpoints.get
  • aiplatform.indexEndpoints.list
  • aiplatform.indexEndpoints.queryVectors
  • aiplatform.indexEndpoints.undeploy
  • aiplatform.indexEndpoints.update

aiplatform.indexes.*

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

aiplatform.locations.*

  • aiplatform.locations.get
  • aiplatform.locations.list

aiplatform.metadataSchemas.*

  • aiplatform.metadataSchemas.create
  • aiplatform.metadataSchemas.delete
  • aiplatform.metadataSchemas.get
  • aiplatform.metadataSchemas.list

aiplatform.metadataStores.*

  • aiplatform.metadataStores.create
  • aiplatform.metadataStores.delete
  • aiplatform.metadataStores.get
  • aiplatform.metadataStores.list

aiplatform.modelDeploymentMonitoringJobs.*

  • aiplatform.modelDeploymentMonitoringJobs.create
  • aiplatform.modelDeploymentMonitoringJobs.delete
  • aiplatform.modelDeploymentMonitoringJobs.get
  • aiplatform.modelDeploymentMonitoringJobs.list
  • aiplatform.modelDeploymentMonitoringJobs.pause
  • aiplatform.modelDeploymentMonitoringJobs.resume
  • aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies
  • aiplatform.modelDeploymentMonitoringJobs.update

aiplatform.modelEvaluationSlices.*

  • aiplatform.modelEvaluationSlices.get
  • aiplatform.modelEvaluationSlices.import
  • aiplatform.modelEvaluationSlices.list

aiplatform.modelEvaluations.*

  • aiplatform.modelEvaluations.exportEvaluatedDataItems
  • aiplatform.modelEvaluations.get
  • aiplatform.modelEvaluations.import
  • aiplatform.modelEvaluations.list

aiplatform.models.*

  • aiplatform.models.delete
  • aiplatform.models.export
  • aiplatform.models.get
  • aiplatform.models.list
  • aiplatform.models.update
  • aiplatform.models.upload

aiplatform.nasJobs.*

  • aiplatform.nasJobs.cancel
  • aiplatform.nasJobs.create
  • aiplatform.nasJobs.delete
  • aiplatform.nasJobs.get
  • aiplatform.nasJobs.list

aiplatform.nasTrialDetails.*

  • aiplatform.nasTrialDetails.get
  • aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.*

  • aiplatform.notebookExecutionJobs.create
  • aiplatform.notebookExecutionJobs.delete
  • aiplatform.notebookExecutionJobs.get
  • aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.create

aiplatform.notebookRuntimeTemplates.delete

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

  • aiplatform.notebookRuntimes.assign
  • aiplatform.notebookRuntimes.delete
  • aiplatform.notebookRuntimes.get
  • aiplatform.notebookRuntimes.list
  • aiplatform.notebookRuntimes.start
  • aiplatform.notebookRuntimes.update
  • aiplatform.notebookRuntimes.upgrade

aiplatform.operations.list

aiplatform.persistentResources.get

aiplatform.persistentResources.list

aiplatform.pipelineJobs.*

  • aiplatform.pipelineJobs.cancel
  • aiplatform.pipelineJobs.create
  • aiplatform.pipelineJobs.delete
  • aiplatform.pipelineJobs.get
  • aiplatform.pipelineJobs.list

aiplatform.reasoningEngines.*

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

aiplatform.schedules.*

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

aiplatform.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.cancel

aiplatform.tuningJobs.create

aiplatform.tuningJobs.delete

aiplatform.tuningJobs.get

aiplatform.tuningJobs.list

artifactregistry.repositories.downloadArtifacts

artifactregistry.repositories.get

artifactregistry.repositories.list

artifactregistry.tags.get

artifactregistry.versions.get

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.readsessions.create

bigquery.readsessions.getData

bigquery.tables.create

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.update

bigquery.tables.updateData

iam.serviceAccounts.get

iam.serviceAccounts.getAccessToken

iam.serviceAccounts.getOpenIdToken

iam.serviceAccounts.implicitDelegation

iam.serviceAccounts.list

iam.serviceAccounts.signBlob

iam.serviceAccounts.signJwt

logging.logEntries.create

logging.logEntries.route

monitoring.metricDescriptors.create

monitoring.metricDescriptors.get

monitoring.metricDescriptors.list

monitoring.monitoredResourceDescriptors.*

  • monitoring.monitoredResourceDescriptors.get
  • monitoring.monitoredResourceDescriptors.list

monitoring.timeSeries.create

resourcemanager.projects.get

resourcemanager.projects.list

serviceusage.services.use

storage.buckets.create

storage.buckets.delete

storage.buckets.get

storage.buckets.list

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.list

storage.objects.update

(roles/notebooks.serviceAgent)

사용자 프로젝트의 메모장 인스턴스를 관리할 수 있도록 메모장 서비스 에이전트에 대한 액세스 권한을 제공합니다.

aiplatform.customJobs.cancel

aiplatform.customJobs.create

aiplatform.customJobs.get

aiplatform.customJobs.list

compute.acceleratorTypes.*

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

compute.addresses.createInternal

compute.addresses.deleteInternal

compute.addresses.get

compute.addresses.list

compute.addresses.use

compute.addresses.useInternal

compute.autoscalers.*

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

compute.backendBuckets.get

compute.backendBuckets.getIamPolicy

compute.backendBuckets.list

compute.backendBuckets.listEffectiveTags

compute.backendBuckets.listTagBindings

compute.backendServices.get

compute.backendServices.getIamPolicy

compute.backendServices.list

compute.backendServices.listEffectiveTags

compute.backendServices.listTagBindings

compute.commitments.get

compute.commitments.list

compute.diskTypes.*

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

compute.disks.*

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

compute.externalVpnGateways.get

compute.externalVpnGateways.list

compute.firewallPolicies.get

compute.firewallPolicies.getIamPolicy

compute.firewallPolicies.list

compute.firewallPolicies.listEffectiveTags

compute.firewallPolicies.listTagBindings

compute.firewalls.get

compute.firewalls.list

compute.firewalls.listEffectiveTags

compute.firewalls.listTagBindings

compute.forwardingRules.get

compute.forwardingRules.list

compute.forwardingRules.listEffectiveTags

compute.forwardingRules.listTagBindings

compute.futureReservations.get

compute.futureReservations.getIamPolicy

compute.futureReservations.list

compute.globalAddresses.get

compute.globalAddresses.list

compute.globalAddresses.use

compute.globalForwardingRules.get

compute.globalForwardingRules.list

compute.globalForwardingRules.listEffectiveTags

compute.globalForwardingRules.listTagBindings

compute.globalForwardingRules.pscGet

compute.globalNetworkEndpointGroups.*

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

compute.globalOperations.get

compute.globalOperations.getIamPolicy

compute.globalOperations.list

compute.globalPublicDelegatedPrefixes.get

compute.globalPublicDelegatedPrefixes.list

compute.healthChecks.get

compute.healthChecks.list

compute.healthChecks.listEffectiveTags

compute.healthChecks.listTagBindings

compute.httpHealthChecks.get

compute.httpHealthChecks.list

compute.httpHealthChecks.listEffectiveTags

compute.httpHealthChecks.listTagBindings

compute.httpsHealthChecks.get

compute.httpsHealthChecks.list

compute.httpsHealthChecks.listEffectiveTags

compute.httpsHealthChecks.listTagBindings

compute.images.*

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

compute.instanceGroupManagers.*

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

compute.instanceGroups.*

  • compute.instanceGroups.create
  • compute.instanceGroups.delete
  • compute.instanceGroups.get
  • compute.instanceGroups.list
  • compute.instanceGroups.update
  • compute.instanceGroups.use

compute.instanceSettings.*

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

compute.instanceTemplates.*

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

compute.instances.*

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

compute.instantSnapshots.*

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

compute.interconnectAttachments.get

compute.interconnectAttachments.list

compute.interconnectLocations.*

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

compute.interconnectRemoteLocations.*

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

compute.interconnects.get

compute.interconnects.list

compute.licenseCodes.*

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

compute.licenses.*

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

compute.machineImages.*

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

compute.machineTypes.*

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

compute.maintenancePolicies.get

compute.maintenancePolicies.getIamPolicy

compute.maintenancePolicies.list

compute.networkAttachments.get

compute.networkAttachments.getIamPolicy

compute.networkAttachments.list

compute.networkEdgeSecurityServices.get

compute.networkEdgeSecurityServices.list

compute.networkEndpointGroups.*

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

compute.networks.get

compute.networks.getEffectiveFirewalls

compute.networks.getRegionEffectiveFirewalls

compute.networks.list

compute.networks.listEffectiveTags

compute.networks.listPeeringRoutes

compute.networks.listTagBindings

compute.networks.use

compute.networks.useExternalIp

compute.nodeGroups.get

compute.nodeGroups.getIamPolicy

compute.nodeGroups.list

compute.nodeTemplates.get

compute.nodeTemplates.getIamPolicy

compute.nodeTemplates.list

compute.nodeTypes.*

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

compute.organizations.listAssociations

compute.packetMirrorings.get

compute.packetMirrorings.list

compute.projects.get

compute.projects.setCommonInstanceMetadata

compute.publicAdvertisedPrefixes.get

compute.publicAdvertisedPrefixes.list

compute.publicDelegatedPrefixes.get

compute.publicDelegatedPrefixes.list

compute.regionBackendServices.get

compute.regionBackendServices.getIamPolicy

compute.regionBackendServices.list

compute.regionBackendServices.listEffectiveTags

compute.regionBackendServices.listTagBindings

compute.regionFirewallPolicies.get

compute.regionFirewallPolicies.getIamPolicy

compute.regionFirewallPolicies.list

compute.regionFirewallPolicies.listEffectiveTags

compute.regionFirewallPolicies.listTagBindings

compute.regionHealthCheckServices.get

compute.regionHealthCheckServices.list

compute.regionHealthChecks.get

compute.regionHealthChecks.list

compute.regionHealthChecks.listEffectiveTags

compute.regionHealthChecks.listTagBindings

compute.regionNetworkEndpointGroups.*

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

compute.regionNotificationEndpoints.get

compute.regionNotificationEndpoints.list

compute.regionOperations.get

compute.regionOperations.getIamPolicy

compute.regionOperations.list

compute.regionSecurityPolicies.get

compute.regionSecurityPolicies.list

compute.regionSecurityPolicies.listEffectiveTags

compute.regionSecurityPolicies.listTagBindings

compute.regionSslCertificates.get

compute.regionSslCertificates.list

compute.regionSslCertificates.listEffectiveTags

compute.regionSslCertificates.listTagBindings

compute.regionSslPolicies.get

compute.regionSslPolicies.list

compute.regionSslPolicies.listAvailableFeatures

compute.regionTargetHttpProxies.get

compute.regionTargetHttpProxies.list

compute.regionTargetHttpProxies.listEffectiveTags

compute.regionTargetHttpProxies.listTagBindings

compute.regionTargetHttpsProxies.get

compute.regionTargetHttpsProxies.list

compute.regionTargetHttpsProxies.listEffectiveTags

compute.regionTargetHttpsProxies.listTagBindings

compute.regionTargetTcpProxies.get

compute.regionTargetTcpProxies.list

compute.regionUrlMaps.get

compute.regionUrlMaps.list

compute.regionUrlMaps.listEffectiveTags

compute.regionUrlMaps.listTagBindings

compute.regionUrlMaps.validate

compute.regions.*

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

compute.reservations.get

compute.reservations.list

compute.resourcePolicies.*

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

compute.routers.get

compute.routers.getRoutePolicy

compute.routers.list

compute.routers.listBgpRoutes

compute.routers.listRoutePolicies

compute.routes.get

compute.routes.list

compute.routes.listEffectiveTags

compute.routes.listTagBindings

compute.securityPolicies.get

compute.securityPolicies.getIamPolicy

compute.securityPolicies.list

compute.securityPolicies.listEffectiveTags

compute.securityPolicies.listTagBindings

compute.serviceAttachments.get

compute.serviceAttachments.getIamPolicy

compute.serviceAttachments.list

compute.snapshotSettings.get

compute.snapshots.*

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

compute.sslCertificates.get

compute.sslCertificates.list

compute.sslCertificates.listEffectiveTags

compute.sslCertificates.listTagBindings

compute.sslPolicies.get

compute.sslPolicies.list

compute.sslPolicies.listAvailableFeatures

compute.sslPolicies.listEffectiveTags

compute.sslPolicies.listTagBindings

compute.storagePools.get

compute.storagePools.getIamPolicy

compute.storagePools.list

compute.storagePools.use

compute.subnetworks.get

compute.subnetworks.getIamPolicy

compute.subnetworks.list

compute.subnetworks.listEffectiveTags

compute.subnetworks.listTagBindings

compute.subnetworks.use

compute.subnetworks.useExternalIp

compute.targetGrpcProxies.get

compute.targetGrpcProxies.list

compute.targetHttpProxies.get

compute.targetHttpProxies.list

compute.targetHttpProxies.listEffectiveTags

compute.targetHttpProxies.listTagBindings

compute.targetHttpsProxies.get

compute.targetHttpsProxies.list

compute.targetHttpsProxies.listEffectiveTags

compute.targetHttpsProxies.listTagBindings

compute.targetInstances.get

compute.targetInstances.list

compute.targetInstances.listEffectiveTags

compute.targetInstances.listTagBindings

compute.targetPools.get

compute.targetPools.list

compute.targetPools.listEffectiveTags

compute.targetPools.listTagBindings

compute.targetSslProxies.get

compute.targetSslProxies.list

compute.targetSslProxies.listEffectiveTags

compute.targetSslProxies.listTagBindings

compute.targetTcpProxies.get

compute.targetTcpProxies.list

compute.targetTcpProxies.listEffectiveTags

compute.targetTcpProxies.listTagBindings

compute.targetVpnGateways.get

compute.targetVpnGateways.list

compute.urlMaps.get

compute.urlMaps.list

compute.urlMaps.listEffectiveTags

compute.urlMaps.listTagBindings

compute.urlMaps.validate

compute.vpnGateways.get

compute.vpnGateways.list

compute.vpnTunnels.get

compute.vpnTunnels.list

compute.zoneOperations.get

compute.zoneOperations.getIamPolicy

compute.zoneOperations.list

compute.zones.*

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

dataproc.clusters.get

dataproc.clusters.use

dataproc.jobs.cancel

dataproc.jobs.create

dataproc.jobs.delete

dataproc.jobs.get

dataproc.jobs.list

dataproc.jobs.update

iam.serviceAccounts.actAs

iam.serviceAccounts.get

iam.serviceAccounts.getAccessToken

iam.serviceAccounts.list

ml.jobs.create

ml.jobs.get

ml.jobs.list

notebooks.*

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

resourcemanager.projects.get

resourcemanager.projects.list

serviceusage.quotas.get

serviceusage.services.get

serviceusage.services.list

Vertex AI 서비스 에이전트에 다른 리소스에 대한 액세스 권한 부여

간혹 Vertex AI 서비스 에이전트에 추가 역할을 부여해야 하는 경우가 있습니다. 예를 들어 Vertex AI가 다른 프로젝트의 Cloud Storage 버킷에 액세스해야 하는 경우 서비스 에이전트에 하나 이상의 추가 역할을 부여해야 합니다.

BigQuery의 역할 추가 요구사항

다음 표에서는 BigQuery 테이블용 Vertex AI 서비스 에이전트 또는 다른 프로젝트의 뷰 또는 외부 데이터 소스가 지원하는 데 필요한 추가 역할을 설명합니다.

홈 프로젝트라는 용어는 Vertex AI 데이터 세트 또는 모델이 있는 프로젝트를 의미합니다. 다른 프로젝트라는 용어는 다른 모든 프로젝트를 의미합니다.

테이블 유형 테이블 프로젝트 데이터 소스 프로젝트 추가할 역할
기본 BigQuery 테이블 홈 프로젝트 해당 사항 없음 없음
기본 BigQuery 테이블 다른 프로젝트 해당 사항 없음 다른 프로젝트의 경우 BigQuery Data Viewer. 자세히 알아보기
BigQuery 뷰 홈 프로젝트 해당 사항 없음 없음
BigQuery 뷰 다른 프로젝트 해당 사항 없음 다른 프로젝트의 경우 BigQuery Data Viewer. 자세히 알아보기
Bigtable 기반의 외부 BigQuery 데이터 소스 홈 프로젝트 홈 프로젝트 홈 프로젝트의 경우 Bigtable Reader. 자세히 알아보기
Bigtable 기반의 외부 BigQuery 데이터 소스 홈 프로젝트 다른 프로젝트 다른 프로젝트의 경우 Bigtable Reader. 자세히 알아보기
Bigtable 기반의 외부 BigQuery 데이터 소스 다른 프로젝트 다른 프로젝트 다른 프로젝트의 경우 BigQuery ReaderBigtable Reader. 자세히 알아보기
Cloud Storage 기반의 외부 BigQuery 데이터 소스 홈 프로젝트 홈 프로젝트 없음
Cloud Storage 기반의 외부 BigQuery 데이터 소스 홈 프로젝트 다른 프로젝트 다른 프로젝트의 경우 Storage Object Viewer. 자세히 알아보기
Cloud Storage 기반의 외부 BigQuery 데이터 소스 다른 프로젝트 다른 프로젝트 다른 프로젝트의 경우 Storage Object ViewerBigQuery Data Viewer. 자세히 알아보기
Google 스프레드시트 기반의 외부 BigQuery 데이터 소스 홈 프로젝트 해당 사항 없음 스프레드시트 파일을 Vertex AI 서비스 계정과 공유합니다. 자세히 알아보기
Google 스프레드시트 기반의 외부 BigQuery 데이터 소스 다른 프로젝트 해당 사항 없음 다른 프로젝트의 경우 BigQuery Reader. 스프레드시트 파일을 Vertex AI 서비스 계정과 공유합니다.

Cloud Storage의 역할 추가 요구사항

다른 프로젝트의 Cloud Storage 버킷 데이터에 액세스하는 경우 해당 프로젝트의 Vertex AI에 Storage > Storage Object Viewer 역할을 부여해야 합니다. 자세히 알아보기

가져오기 작업을 위해 로컬 컴퓨터에서 데이터를 수신하기 위해 Cloud Storage 버킷을 사용할 때 버킷이 Google Cloud 프로젝트와 다른 프로젝트에 있으면 Storage > Storage Object Creator 역할을 해당 프로젝트의 Vertex AI에 부여해야 합니다. 자세히 알아보기

홈 프로젝트의 리소스에 Vertex AI에 대한 액세스 권한 부여

홈 프로젝트에서 Vertex AI의 서비스 에이전트에 추가 역할을 부여하려면 다음 안내를 따르세요.

  1. 홈 프로젝트에서 Google Cloud Console의 IAM 페이지로 이동합니다.

    IAM 페이지로 이동

  2. Google 제공 역할 부여 포함 체크박스를 선택합니다.

  3. 권한을 부여할 서비스 에이전트를 결정하고 연필 아이콘을 클릭합니다.

    Principal:@gcp-sa-aiplatform-cc.iam.gserviceaccount.com을 필터링하여 Vertex AI 서비스 에이전트를 찾을 수 있습니다.

  4. 서비스 계정에 필수 역할을 부여하고 변경사항을 저장합니다.

다른 프로젝트의 리소스에 Vertex AI에 대한 액세스 권한 부여

다른 프로젝트에서 데이터 소스나 대상을 사용할 때는 해당 프로젝트에 Vertex AI 서비스 계정 권한을 부여해야 합니다. 첫 번째 비동기 작업 (예: 엔드포인트 만들기)을 시작하면 Vertex AI 서비스 계정이 생성됩니다. 이 안내에 따라 gcloud CLI를 사용하여 Vertex AI 서비스 계정을 명시적으로 만들 수도 있습니다. 이 gcloud 명령어는 기본 서비스 계정과 커스텀 코드 서비스 계정을 모두 만들지만 응답에는 기본 서비스 계정만 반환됩니다.

다른 프로젝트의 Vertex AI에 권한을 추가하려면 다음 안내를 따르세요.

  1. 홈 프로젝트(Vertex AI를 사용 중인 프로젝트)에서 Google Cloud Console의 IAM 페이지로 이동합니다.

    IAM 페이지로 이동

  2. Google 제공 역할 부여 포함 체크박스를 선택합니다.

  3. 권한을 부여할 서비스 에이전트를 확인하고 이메일 주소(주 구성원 아래에 나열)를 복사합니다.

    Principal:@gcp-sa-aiplatform-cc.iam.gserviceaccount.com을 필터링하여 Vertex AI 서비스 에이전트를 찾을 수 있습니다.

  4. 프로젝트를 권한을 부여해야 하는 프로젝트로 변경합니다.

  5. 추가를 클릭하고 새 주 구성원에 이메일 주소를 입력합니다.

  6. 모든 필수 역할을 추가하고 저장을 클릭합니다.

Google Sheets에 대한 액세스 권한 제공

Google 스프레드시트 기반의 외부 BigQuery 데이터 소스를 사용하는 경우 스프레드시트를 Vertex AI 서비스 계정과 공유해야 합니다. 첫 번째 비동기 작업 (예: 엔드포인트 만들기)을 시작하면 Vertex AI 서비스 계정이 생성됩니다. 이 안내에 따라 gcloud CLI를 사용하여 Vertex AI 서비스 계정을 명시적으로 만들 수도 있습니다.

Vertex AI가 스프레드시트 파일에 액세스하도록 승인하려면 다음 안내를 따르세요.

  1. Google Cloud Console의 IAM 페이지로 이동합니다.

    IAM 페이지로 이동

  2. 이름이 Vertex AI Service Agent인 서비스 계정을 찾고 주 구성원 아래에 나열된 이메일 주소를 복사합니다.

  3. 스프레드시트 파일을 열고 이 이메일 주소와 공유합니다.

다음 단계