本頁面由 Cloud Translation API 翻譯而成。

使用 IAM 控管存取權

本頁說明如何使用身分與存取權管理 (IAM) 管理 Colab Enterprise 資源的存取權。如要管理其他 Vertex AI 資源的存取權，請參閱「運用 IAM 執行 Vertex AI 存取控管」。

使用 IAM 控管 Notebook 的存取權

您可以在專案層級或個別筆記本層級管理 Colab Enterprise 筆記本 (IPYNB 檔案) 的存取權。

如要在專案層級授予 Notebook 存取權，請將一或多個角色指派給主體 (使用者、群組或服務帳戶)。
如要授予特定 Notebook 的存取權，請將一或多個角色指派給 Notebook 中的實體。詳情請參閱「管理筆記本存取權」。

執行與其他 Google Cloud 服務互動的程式碼

授予筆記本存取權時，只能授予與筆記本互動相關的特定權限。舉例來說，您可以授予建立筆記本、在筆記本中編寫程式碼或刪除筆記本的權限。

如要執行與其他 Google Cloud 服務互動的程式碼，您必須使用下列其中一種方法：

在啟用使用者憑證的執行階段中執行程式碼。這表示筆記本對 Google Cloud 服務的存取權與筆記本使用者相同。
執行程式碼，驗證及授權筆記本與Google Cloud 服務互動。

詳情請參閱「執行與Google Cloud互動的程式碼」。

IAM 角色類型

在 Colab Enterprise 中可以使用不同類型的 IAM 角色：

預先定義的角色可讓您在專案層級為 Colab Enterprise 資源授予一組相關權限。
基本角色 (擁有者、編輯者和檢視者) 可在專案層級提供 Colab Enterprise 資源的存取權控管功能，且適用於所有 Google Cloud服務。
自訂角色可讓您選擇特定的一組權限，使用這些權限建立您自己的角色，然後將該角色授予機構中的使用者。

如要在 Colab Enterprise 專案中新增、更新或移除這些角色，請參閱管理專案、資料夾和組織存取權的說明文件。

Colab Enterprise 的預先定義角色

Colab Enterprise 是 Vertex AI 的一部分，Colab Enterprise 資源會透過 Vertex AI API 管理。因此，您可以透過 Vertex AI 角色授予使用者存取 Colab Enterprise 資源的權限。

下表列出所有 Vertex AI 預先定義的角色。

如要為常見的 Colab Enterprise 作業使用預先定義的角色，請參閱「Colab Enterprise 管理員」(roles/aiplatform.colabEnterpriseAdmin) 和「Colab Enterprise 使用者」(roles/aiplatform.colabEnterpriseUser)。
如要瞭解與執行階段管理相關的角色，請參閱「Notebook 執行階段管理員」(roles/aiplatform.notebookRuntimeAdmin) 和「Notebook 執行階段使用者」(roles/aiplatform.notebookRuntimeUser)。
Vertex AI 管理員 (roles/aiplatform.admin)、Vertex AI 使用者 (roles/aiplatform.user) 和 Vertex AI 檢視者 (roles/aiplatform.viewer) 也包含 Colab Enterprise 權限。

Role Permissions

Role	Permissions
Vertex AI Administrator (`roles/aiplatform.admin`) Grants full access to all resources in Vertex AI	`aiplatform.*` `aiplatform.agentExamples.create` `aiplatform.agentExamples.delete` `aiplatform.agentExamples.get` `aiplatform.agentExamples.list` `aiplatform.agentExamples.update` `aiplatform.agents.create` `aiplatform.agents.delete` `aiplatform.agents.get` `aiplatform.agents.list` `aiplatform.agents.update` `aiplatform.annotationSpecs.create` `aiplatform.annotationSpecs.delete` `aiplatform.annotationSpecs.get` `aiplatform.annotationSpecs.list` `aiplatform.annotationSpecs.update` `aiplatform.annotations.create` `aiplatform.annotations.delete` `aiplatform.annotations.get` `aiplatform.annotations.list` `aiplatform.annotations.update` `aiplatform.apps.create` `aiplatform.apps.delete` `aiplatform.apps.get` `aiplatform.apps.list` `aiplatform.apps.update` `aiplatform.artifacts.create` `aiplatform.artifacts.delete` `aiplatform.artifacts.get` `aiplatform.artifacts.list` `aiplatform.artifacts.update` `aiplatform.batchPredictionJobs.cancel` `aiplatform.batchPredictionJobs.create` `aiplatform.batchPredictionJobs.delete` `aiplatform.batchPredictionJobs.get` `aiplatform.batchPredictionJobs.list` `aiplatform.cacheConfigs.get` `aiplatform.cacheConfigs.update` `aiplatform.cachedContents.create` `aiplatform.cachedContents.delete` `aiplatform.cachedContents.get` `aiplatform.cachedContents.list` `aiplatform.cachedContents.update` `aiplatform.consents.get` `aiplatform.consents.update` `aiplatform.contexts.addContextArtifactsAndExecutions` `aiplatform.contexts.addContextChildren` `aiplatform.contexts.create` `aiplatform.contexts.delete` `aiplatform.contexts.get` `aiplatform.contexts.list` `aiplatform.contexts.queryContextLineageSubgraph` `aiplatform.contexts.update` `aiplatform.customJobs.cancel` `aiplatform.customJobs.create` `aiplatform.customJobs.delete` `aiplatform.customJobs.get` `aiplatform.customJobs.list` `aiplatform.dataItems.create` `aiplatform.dataItems.delete` `aiplatform.dataItems.get` `aiplatform.dataItems.list` `aiplatform.dataItems.update` `aiplatform.dataLabelingJobs.cancel` `aiplatform.dataLabelingJobs.create` `aiplatform.dataLabelingJobs.delete` `aiplatform.dataLabelingJobs.get` `aiplatform.dataLabelingJobs.list` `aiplatform.datasetVersions.create` `aiplatform.datasetVersions.delete` `aiplatform.datasetVersions.get` `aiplatform.datasetVersions.list` `aiplatform.datasetVersions.restore` `aiplatform.datasets.create` `aiplatform.datasets.delete` `aiplatform.datasets.export` `aiplatform.datasets.get` `aiplatform.datasets.import` `aiplatform.datasets.list` `aiplatform.datasets.update` `aiplatform.deploymentResourcePools.create` `aiplatform.deploymentResourcePools.delete` `aiplatform.deploymentResourcePools.get` `aiplatform.deploymentResourcePools.list` `aiplatform.deploymentResourcePools.queryDeployedModels` `aiplatform.deploymentResourcePools.update` `aiplatform.edgeDeploymentJobs.create` `aiplatform.edgeDeploymentJobs.delete` `aiplatform.edgeDeploymentJobs.get` `aiplatform.edgeDeploymentJobs.list` `aiplatform.edgeDeviceDebugInfo.get` `aiplatform.edgeDevices.create` `aiplatform.edgeDevices.delete` `aiplatform.edgeDevices.get` `aiplatform.edgeDevices.list` `aiplatform.edgeDevices.update` `aiplatform.endpoints.create` `aiplatform.endpoints.delete` `aiplatform.endpoints.deploy` `aiplatform.endpoints.explain` `aiplatform.endpoints.get` `aiplatform.endpoints.getIamPolicy` `aiplatform.endpoints.list` `aiplatform.endpoints.predict` `aiplatform.endpoints.setIamPolicy` `aiplatform.endpoints.undeploy` `aiplatform.endpoints.update` `aiplatform.entityTypes.create` `aiplatform.entityTypes.delete` `aiplatform.entityTypes.deleteFeatureValues` `aiplatform.entityTypes.exportFeatureValues` `aiplatform.entityTypes.get` `aiplatform.entityTypes.getIamPolicy` `aiplatform.entityTypes.importFeatureValues` `aiplatform.entityTypes.list` `aiplatform.entityTypes.readFeatureValues` `aiplatform.entityTypes.setIamPolicy` `aiplatform.entityTypes.streamingReadFeatureValues` `aiplatform.entityTypes.update` `aiplatform.entityTypes.writeFeatureValues` `aiplatform.exampleStores.create` `aiplatform.exampleStores.delete` `aiplatform.exampleStores.get` `aiplatform.exampleStores.list` `aiplatform.exampleStores.readExample` `aiplatform.exampleStores.update` `aiplatform.exampleStores.writeExample` `aiplatform.executions.addExecutionEvents` `aiplatform.executions.create` `aiplatform.executions.delete` `aiplatform.executions.get` `aiplatform.executions.list` `aiplatform.executions.queryExecutionInputsAndOutputs` `aiplatform.executions.update` `aiplatform.extensions.delete` `aiplatform.extensions.execute` `aiplatform.extensions.get` `aiplatform.extensions.import` `aiplatform.extensions.list` `aiplatform.extensions.update` `aiplatform.featureGroups.create` `aiplatform.featureGroups.delete` `aiplatform.featureGroups.get` `aiplatform.featureGroups.getIamPolicy` `aiplatform.featureGroups.list` `aiplatform.featureGroups.setIamPolicy` `aiplatform.featureGroups.update` `aiplatform.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.evaluateInstances` `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.provisionedThroughputRevisions.get` `aiplatform.provisionedThroughputRevisions.list` `aiplatform.provisionedThroughputs.cancel` `aiplatform.provisionedThroughputs.create` `aiplatform.provisionedThroughputs.get` `aiplatform.provisionedThroughputs.list` `aiplatform.provisionedThroughputs.update` `aiplatform.ragCorpora.create` `aiplatform.ragCorpora.delete` `aiplatform.ragCorpora.get` `aiplatform.ragCorpora.list` `aiplatform.ragCorpora.query` `aiplatform.ragCorpora.update` `aiplatform.ragEngineConfigs.get` `aiplatform.ragEngineConfigs.update` `aiplatform.ragFiles.delete` `aiplatform.ragFiles.get` `aiplatform.ragFiles.import` `aiplatform.ragFiles.list` `aiplatform.ragFiles.upload` `aiplatform.reasoningEngines.create` `aiplatform.reasoningEngines.delete` `aiplatform.reasoningEngines.get` `aiplatform.reasoningEngines.list` `aiplatform.reasoningEngines.query` `aiplatform.reasoningEngines.update` `aiplatform.schedules.create` `aiplatform.schedules.delete` `aiplatform.schedules.get` `aiplatform.schedules.list` `aiplatform.schedules.update` `aiplatform.sessionEvents.append` `aiplatform.sessionEvents.list` `aiplatform.sessions.create` `aiplatform.sessions.delete` `aiplatform.sessions.get` `aiplatform.sessions.list` `aiplatform.sessions.run` `aiplatform.sessions.update` `aiplatform.specialistPools.create` `aiplatform.specialistPools.delete` `aiplatform.specialistPools.get` `aiplatform.specialistPools.list` `aiplatform.specialistPools.update` `aiplatform.studies.create` `aiplatform.studies.delete` `aiplatform.studies.get` `aiplatform.studies.list` `aiplatform.studies.update` `aiplatform.tensorboardExperiments.create` `aiplatform.tensorboardExperiments.delete` `aiplatform.tensorboardExperiments.get` `aiplatform.tensorboardExperiments.list` `aiplatform.tensorboardExperiments.update` `aiplatform.tensorboardExperiments.write` `aiplatform.tensorboardRuns.batchCreate` `aiplatform.tensorboardRuns.create` `aiplatform.tensorboardRuns.delete` `aiplatform.tensorboardRuns.get` `aiplatform.tensorboardRuns.list` `aiplatform.tensorboardRuns.update` `aiplatform.tensorboardRuns.write` `aiplatform.tensorboardTimeSeries.batchCreate` `aiplatform.tensorboardTimeSeries.batchRead` `aiplatform.tensorboardTimeSeries.create` `aiplatform.tensorboardTimeSeries.delete` `aiplatform.tensorboardTimeSeries.get` `aiplatform.tensorboardTimeSeries.list` `aiplatform.tensorboardTimeSeries.read` `aiplatform.tensorboardTimeSeries.update` `aiplatform.tensorboards.create` `aiplatform.tensorboards.delete` `aiplatform.tensorboards.get` `aiplatform.tensorboards.list` `aiplatform.tensorboards.recordAccess` `aiplatform.tensorboards.update` `aiplatform.trainingPipelines.cancel` `aiplatform.trainingPipelines.create` `aiplatform.trainingPipelines.delete` `aiplatform.trainingPipelines.get` `aiplatform.trainingPipelines.list` `aiplatform.trials.create` `aiplatform.trials.delete` `aiplatform.trials.get` `aiplatform.trials.list` `aiplatform.trials.update` `aiplatform.tuningJobs.cancel` `aiplatform.tuningJobs.create` `aiplatform.tuningJobs.delete` `aiplatform.tuningJobs.get` `aiplatform.tuningJobs.list` `aiplatform.tuningJobs.vertexTune` `resourcemanager.projects.get` `resourcemanager.projects.list`
Vertex AI Batch Prediction Service Agent (`roles/aiplatform.batchPredictionServiceAgent`) Vertex AI Batch Prediction Service Agent for serving batch prediction requests. Warning: Do not grant service agent roles to any principals except service agents.	`bigquery.datasets.create` `bigquery.datasets.get` `bigquery.jobs.create` `bigquery.jobs.get` `bigquery.models.create` `bigquery.models.export` `bigquery.models.getData` `bigquery.readsessions.create` `bigquery.readsessions.getData` `bigquery.tables.create` `bigquery.tables.createSnapshot` `bigquery.tables.deleteSnapshot` `bigquery.tables.export` `bigquery.tables.get` `bigquery.tables.getData` `bigquery.tables.restoreSnapshot` `bigquery.tables.update` `bigquery.tables.updateData` `storage.buckets.create` `storage.buckets.delete` `storage.buckets.get` `storage.buckets.list` `storage.buckets.update` `storage.objects.create` `storage.objects.delete` `storage.objects.get` `storage.objects.list` `storage.objects.update`
Colab Enterprise Admin (`roles/aiplatform.colabEnterpriseAdmin`) Admin role of using colab enterprise.	`aiplatform.notebookExecutionJobs.` `aiplatform.notebookExecutionJobs.create` `aiplatform.notebookExecutionJobs.delete` `aiplatform.notebookExecutionJobs.get` `aiplatform.notebookExecutionJobs.list` `aiplatform.notebookRuntimeTemplates.` `aiplatform.notebookRuntimeTemplates.apply` `aiplatform.notebookRuntimeTemplates.create` `aiplatform.notebookRuntimeTemplates.delete` `aiplatform.notebookRuntimeTemplates.get` `aiplatform.notebookRuntimeTemplates.getIamPolicy` `aiplatform.notebookRuntimeTemplates.list` `aiplatform.notebookRuntimeTemplates.setIamPolicy` `aiplatform.notebookRuntimeTemplates.update` `aiplatform.notebookRuntimes.` `aiplatform.notebookRuntimes.assign` `aiplatform.notebookRuntimes.delete` `aiplatform.notebookRuntimes.get` `aiplatform.notebookRuntimes.list` `aiplatform.notebookRuntimes.start` `aiplatform.notebookRuntimes.update` `aiplatform.notebookRuntimes.upgrade` `aiplatform.operations.list` `aiplatform.pipelineJobs.create` `aiplatform.schedules.` `aiplatform.schedules.create` `aiplatform.schedules.delete` `aiplatform.schedules.get` `aiplatform.schedules.list` `aiplatform.schedules.update` `compute.reservations.get` `compute.reservations.list` `dataform.*` `dataform.commentThreads.create` `dataform.commentThreads.delete` `dataform.commentThreads.get` `dataform.commentThreads.list` `dataform.commentThreads.update` `dataform.comments.create` `dataform.comments.delete` `dataform.comments.get` `dataform.comments.list` `dataform.comments.update` `dataform.compilationResults.create` `dataform.compilationResults.get` `dataform.compilationResults.list` `dataform.compilationResults.query` `dataform.config.get` `dataform.config.update` `dataform.locations.get` `dataform.locations.list` `dataform.releaseConfigs.create` `dataform.releaseConfigs.delete` `dataform.releaseConfigs.get` `dataform.releaseConfigs.list` `dataform.releaseConfigs.update` `dataform.repositories.commit` `dataform.repositories.computeAccessTokenStatus` `dataform.repositories.create` `dataform.repositories.delete` `dataform.repositories.fetchHistory` `dataform.repositories.fetchRemoteBranches` `dataform.repositories.get` `dataform.repositories.getIamPolicy` `dataform.repositories.list` `dataform.repositories.queryDirectoryContents` `dataform.repositories.readFile` `dataform.repositories.setIamPolicy` `dataform.repositories.update` `dataform.workflowConfigs.create` `dataform.workflowConfigs.delete` `dataform.workflowConfigs.get` `dataform.workflowConfigs.list` `dataform.workflowConfigs.update` `dataform.workflowInvocations.cancel` `dataform.workflowInvocations.create` `dataform.workflowInvocations.delete` `dataform.workflowInvocations.get` `dataform.workflowInvocations.list` `dataform.workflowInvocations.query` `dataform.workspaces.commit` `dataform.workspaces.create` `dataform.workspaces.delete` `dataform.workspaces.fetchFileDiff` `dataform.workspaces.fetchFileGitStatuses` `dataform.workspaces.fetchGitAheadBehind` `dataform.workspaces.get` `dataform.workspaces.getIamPolicy` `dataform.workspaces.installNpmPackages` `dataform.workspaces.list` `dataform.workspaces.makeDirectory` `dataform.workspaces.moveDirectory` `dataform.workspaces.moveFile` `dataform.workspaces.pull` `dataform.workspaces.push` `dataform.workspaces.queryDirectoryContents` `dataform.workspaces.readFile` `dataform.workspaces.removeDirectory` `dataform.workspaces.removeFile` `dataform.workspaces.reset` `dataform.workspaces.searchFiles` `dataform.workspaces.setIamPolicy` `dataform.workspaces.writeFile` `resourcemanager.projects.get` `resourcemanager.projects.list`
Colab Enterprise User (`roles/aiplatform.colabEnterpriseUser`) User role of using colab enterprise.	`aiplatform.notebookExecutionJobs.` `aiplatform.notebookExecutionJobs.create` `aiplatform.notebookExecutionJobs.delete` `aiplatform.notebookExecutionJobs.get` `aiplatform.notebookExecutionJobs.list` `aiplatform.notebookRuntimeTemplates.apply` `aiplatform.notebookRuntimeTemplates.get` `aiplatform.notebookRuntimeTemplates.getIamPolicy` `aiplatform.notebookRuntimeTemplates.list` `aiplatform.notebookRuntimes.assign` `aiplatform.notebookRuntimes.get` `aiplatform.notebookRuntimes.list` `aiplatform.operations.list` `aiplatform.pipelineJobs.create` `aiplatform.schedules.` `aiplatform.schedules.create` `aiplatform.schedules.delete` `aiplatform.schedules.get` `aiplatform.schedules.list` `aiplatform.schedules.update` `dataform.commentThreads.get` `dataform.commentThreads.list` `dataform.comments.get` `dataform.comments.list` `dataform.locations.*` `dataform.locations.get` `dataform.locations.list` `dataform.repositories.create` `dataform.repositories.list` `resourcemanager.projects.get` `resourcemanager.projects.list`
Vertex AI Colab Service Agent (`roles/aiplatform.colabServiceAgent`) Gives Vertex AI Colab the proper permissions to function. Warning: Do not grant service agent roles to any principals except service agents.	`compute.addresses.get` `compute.addresses.list` `compute.addresses.use` `compute.addresses.useInternal` `compute.disks.create` `compute.disks.createSnapshot` `compute.disks.createTagBinding` `compute.disks.delete` `compute.disks.get` `compute.disks.setLabels` `compute.disks.use` `compute.disks.useReadOnly` `compute.globalOperations.get` `compute.instances.attachDisk` `compute.instances.create` `compute.instances.createTagBinding` `compute.instances.delete` `compute.instances.detachDisk` `compute.instances.get` `compute.instances.getGuestAttributes` `compute.instances.reset` `compute.instances.setLabels` `compute.instances.setMetadata` `compute.instances.setServiceAccount` `compute.instances.setTags` `compute.instances.start` `compute.instances.stop` `compute.instances.useReadOnly` `compute.networks.get` `compute.networks.use` `compute.networks.useExternalIp` `compute.snapshots.create` `compute.snapshots.delete` `compute.snapshots.useReadOnly` `compute.subnetworks.get` `compute.subnetworks.list` `compute.subnetworks.use` `compute.subnetworks.useExternalIp` `compute.zoneOperations.get` `compute.zoneOperations.list` `iam.serviceAccounts.actAs` `notebooks.instances.create` `notebooks.instances.delete` `notebooks.instances.get`
Vertex AI Custom Code Service Agent (`roles/aiplatform.customCodeServiceAgent`) Gives Vertex AI Custom Code the proper permissions. Warning: Do not grant service agent roles to any principals except service agents.	`aiplatform.agentExamples.` `aiplatform.agentExamples.create` `aiplatform.agentExamples.delete` `aiplatform.agentExamples.get` `aiplatform.agentExamples.list` `aiplatform.agentExamples.update` `aiplatform.agents.` `aiplatform.agents.create` `aiplatform.agents.delete` `aiplatform.agents.get` `aiplatform.agents.list` `aiplatform.agents.update` `aiplatform.annotationSpecs.` `aiplatform.annotationSpecs.create` `aiplatform.annotationSpecs.delete` `aiplatform.annotationSpecs.get` `aiplatform.annotationSpecs.list` `aiplatform.annotationSpecs.update` `aiplatform.annotations.` `aiplatform.annotations.create` `aiplatform.annotations.delete` `aiplatform.annotations.get` `aiplatform.annotations.list` `aiplatform.annotations.update` `aiplatform.apps.` `aiplatform.apps.create` `aiplatform.apps.delete` `aiplatform.apps.get` `aiplatform.apps.list` `aiplatform.apps.update` `aiplatform.artifacts.` `aiplatform.artifacts.create` `aiplatform.artifacts.delete` `aiplatform.artifacts.get` `aiplatform.artifacts.list` `aiplatform.artifacts.update` `aiplatform.batchPredictionJobs.` `aiplatform.batchPredictionJobs.cancel` `aiplatform.batchPredictionJobs.create` `aiplatform.batchPredictionJobs.delete` `aiplatform.batchPredictionJobs.get` `aiplatform.batchPredictionJobs.list` `aiplatform.cacheConfigs.get` `aiplatform.cachedContents.` `aiplatform.cachedContents.create` `aiplatform.cachedContents.delete` `aiplatform.cachedContents.get` `aiplatform.cachedContents.list` `aiplatform.cachedContents.update` `aiplatform.consents.get` `aiplatform.contexts.` `aiplatform.contexts.addContextArtifactsAndExecutions` `aiplatform.contexts.addContextChildren` `aiplatform.contexts.create` `aiplatform.contexts.delete` `aiplatform.contexts.get` `aiplatform.contexts.list` `aiplatform.contexts.queryContextLineageSubgraph` `aiplatform.contexts.update` `aiplatform.customJobs.` `aiplatform.customJobs.cancel` `aiplatform.customJobs.create` `aiplatform.customJobs.delete` `aiplatform.customJobs.get` `aiplatform.customJobs.list` `aiplatform.dataItems.` `aiplatform.dataItems.create` `aiplatform.dataItems.delete` `aiplatform.dataItems.get` `aiplatform.dataItems.list` `aiplatform.dataItems.update` `aiplatform.dataLabelingJobs.` `aiplatform.dataLabelingJobs.cancel` `aiplatform.dataLabelingJobs.create` `aiplatform.dataLabelingJobs.delete` `aiplatform.dataLabelingJobs.get` `aiplatform.dataLabelingJobs.list` `aiplatform.datasetVersions.` `aiplatform.datasetVersions.create` `aiplatform.datasetVersions.delete` `aiplatform.datasetVersions.get` `aiplatform.datasetVersions.list` `aiplatform.datasetVersions.restore` `aiplatform.datasets.` `aiplatform.datasets.create` `aiplatform.datasets.delete` `aiplatform.datasets.export` `aiplatform.datasets.get` `aiplatform.datasets.import` `aiplatform.datasets.list` `aiplatform.datasets.update` `aiplatform.deploymentResourcePools.` `aiplatform.deploymentResourcePools.create` `aiplatform.deploymentResourcePools.delete` `aiplatform.deploymentResourcePools.get` `aiplatform.deploymentResourcePools.list` `aiplatform.deploymentResourcePools.queryDeployedModels` `aiplatform.deploymentResourcePools.update` `aiplatform.edgeDeploymentJobs.` `aiplatform.edgeDeploymentJobs.create` `aiplatform.edgeDeploymentJobs.delete` `aiplatform.edgeDeploymentJobs.get` `aiplatform.edgeDeploymentJobs.list` `aiplatform.edgeDeviceDebugInfo.get` `aiplatform.edgeDevices.` `aiplatform.edgeDevices.create` `aiplatform.edgeDevices.delete` `aiplatform.edgeDevices.get` `aiplatform.edgeDevices.list` `aiplatform.edgeDevices.update` `aiplatform.endpoints.create` `aiplatform.endpoints.delete` `aiplatform.endpoints.deploy` `aiplatform.endpoints.explain` `aiplatform.endpoints.get` `aiplatform.endpoints.list` `aiplatform.endpoints.predict` `aiplatform.endpoints.undeploy` `aiplatform.endpoints.update` `aiplatform.entityTypes.create` `aiplatform.entityTypes.delete` `aiplatform.entityTypes.deleteFeatureValues` `aiplatform.entityTypes.exportFeatureValues` `aiplatform.entityTypes.get` `aiplatform.entityTypes.importFeatureValues` `aiplatform.entityTypes.list` `aiplatform.entityTypes.readFeatureValues` `aiplatform.entityTypes.streamingReadFeatureValues` `aiplatform.entityTypes.update` `aiplatform.entityTypes.writeFeatureValues` `aiplatform.exampleStores.` `aiplatform.exampleStores.create` `aiplatform.exampleStores.delete` `aiplatform.exampleStores.get` `aiplatform.exampleStores.list` `aiplatform.exampleStores.readExample` `aiplatform.exampleStores.update` `aiplatform.exampleStores.writeExample` `aiplatform.executions.` `aiplatform.executions.addExecutionEvents` `aiplatform.executions.create` `aiplatform.executions.delete` `aiplatform.executions.get` `aiplatform.executions.list` `aiplatform.executions.queryExecutionInputsAndOutputs` `aiplatform.executions.update` `aiplatform.extensions.` `aiplatform.extensions.delete` `aiplatform.extensions.execute` `aiplatform.extensions.get` `aiplatform.extensions.import` `aiplatform.extensions.list` `aiplatform.extensions.update` `aiplatform.featureGroups.create` `aiplatform.featureGroups.delete` `aiplatform.featureGroups.get` `aiplatform.featureGroups.list` `aiplatform.featureGroups.update` `aiplatform.featureOnlineStores.create` `aiplatform.featureOnlineStores.delete` `aiplatform.featureOnlineStores.get` `aiplatform.featureOnlineStores.list` `aiplatform.featureOnlineStores.update` `aiplatform.featureViewSyncs.` `aiplatform.featureViewSyncs.get` `aiplatform.featureViewSyncs.list` `aiplatform.featureViews.create` `aiplatform.featureViews.delete` `aiplatform.featureViews.fetchFeatureValues` `aiplatform.featureViews.get` `aiplatform.featureViews.list` `aiplatform.featureViews.searchNearestEntities` `aiplatform.featureViews.sync` `aiplatform.featureViews.update` `aiplatform.features.` `aiplatform.features.create` `aiplatform.features.delete` `aiplatform.features.get` `aiplatform.features.list` `aiplatform.features.update` `aiplatform.featurestores.batchReadFeatureValues` `aiplatform.featurestores.create` `aiplatform.featurestores.delete` `aiplatform.featurestores.exportFeatures` `aiplatform.featurestores.get` `aiplatform.featurestores.importFeatures` `aiplatform.featurestores.list` `aiplatform.featurestores.readFeatures` `aiplatform.featurestores.update` `aiplatform.featurestores.writeFeatures` `aiplatform.humanInTheLoops.` `aiplatform.humanInTheLoops.cancel` `aiplatform.humanInTheLoops.create` `aiplatform.humanInTheLoops.delete` `aiplatform.humanInTheLoops.get` `aiplatform.humanInTheLoops.list` `aiplatform.humanInTheLoops.queryAnnotationStats` `aiplatform.humanInTheLoops.send` `aiplatform.humanInTheLoops.update` `aiplatform.hyperparameterTuningJobs.` `aiplatform.hyperparameterTuningJobs.cancel` `aiplatform.hyperparameterTuningJobs.create` `aiplatform.hyperparameterTuningJobs.delete` `aiplatform.hyperparameterTuningJobs.get` `aiplatform.hyperparameterTuningJobs.list` `aiplatform.indexEndpoints.` `aiplatform.indexEndpoints.create` `aiplatform.indexEndpoints.delete` `aiplatform.indexEndpoints.deploy` `aiplatform.indexEndpoints.get` `aiplatform.indexEndpoints.list` `aiplatform.indexEndpoints.queryVectors` `aiplatform.indexEndpoints.undeploy` `aiplatform.indexEndpoints.update` `aiplatform.indexes.` `aiplatform.indexes.create` `aiplatform.indexes.delete` `aiplatform.indexes.get` `aiplatform.indexes.list` `aiplatform.indexes.update` `aiplatform.locations.` `aiplatform.locations.evaluateInstances` `aiplatform.locations.get` `aiplatform.locations.list` `aiplatform.metadataSchemas.` `aiplatform.metadataSchemas.create` `aiplatform.metadataSchemas.delete` `aiplatform.metadataSchemas.get` `aiplatform.metadataSchemas.list` `aiplatform.metadataStores.` `aiplatform.metadataStores.create` `aiplatform.metadataStores.delete` `aiplatform.metadataStores.get` `aiplatform.metadataStores.list` `aiplatform.modelDeploymentMonitoringJobs.` `aiplatform.modelDeploymentMonitoringJobs.create` `aiplatform.modelDeploymentMonitoringJobs.delete` `aiplatform.modelDeploymentMonitoringJobs.get` `aiplatform.modelDeploymentMonitoringJobs.list` `aiplatform.modelDeploymentMonitoringJobs.pause` `aiplatform.modelDeploymentMonitoringJobs.resume` `aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies` `aiplatform.modelDeploymentMonitoringJobs.update` `aiplatform.modelEvaluationSlices.` `aiplatform.modelEvaluationSlices.get` `aiplatform.modelEvaluationSlices.import` `aiplatform.modelEvaluationSlices.list` `aiplatform.modelEvaluations.` `aiplatform.modelEvaluations.exportEvaluatedDataItems` `aiplatform.modelEvaluations.get` `aiplatform.modelEvaluations.import` `aiplatform.modelEvaluations.list` `aiplatform.modelMonitoringJobs.` `aiplatform.modelMonitoringJobs.create` `aiplatform.modelMonitoringJobs.delete` `aiplatform.modelMonitoringJobs.get` `aiplatform.modelMonitoringJobs.list` `aiplatform.modelMonitors.` `aiplatform.modelMonitors.create` `aiplatform.modelMonitors.delete` `aiplatform.modelMonitors.get` `aiplatform.modelMonitors.list` `aiplatform.modelMonitors.searchModelMonitoringAlerts` `aiplatform.modelMonitors.searchModelMonitoringStats` `aiplatform.modelMonitors.update` `aiplatform.models.` `aiplatform.models.delete` `aiplatform.models.export` `aiplatform.models.get` `aiplatform.models.list` `aiplatform.models.update` `aiplatform.models.upload` `aiplatform.nasJobs.` `aiplatform.nasJobs.cancel` `aiplatform.nasJobs.create` `aiplatform.nasJobs.delete` `aiplatform.nasJobs.get` `aiplatform.nasJobs.list` `aiplatform.nasTrialDetails.` `aiplatform.nasTrialDetails.get` `aiplatform.nasTrialDetails.list` `aiplatform.notebookExecutionJobs.` `aiplatform.notebookExecutionJobs.create` `aiplatform.notebookExecutionJobs.delete` `aiplatform.notebookExecutionJobs.get` `aiplatform.notebookExecutionJobs.list` `aiplatform.notebookRuntimeTemplates.apply` `aiplatform.notebookRuntimeTemplates.create` `aiplatform.notebookRuntimeTemplates.delete` `aiplatform.notebookRuntimeTemplates.get` `aiplatform.notebookRuntimeTemplates.list` `aiplatform.notebookRuntimeTemplates.update` `aiplatform.notebookRuntimes.` `aiplatform.notebookRuntimes.assign` `aiplatform.notebookRuntimes.delete` `aiplatform.notebookRuntimes.get` `aiplatform.notebookRuntimes.list` `aiplatform.notebookRuntimes.start` `aiplatform.notebookRuntimes.update` `aiplatform.notebookRuntimes.upgrade` `aiplatform.operations.list` `aiplatform.persistentResources.get` `aiplatform.persistentResources.list` `aiplatform.pipelineJobs.` `aiplatform.pipelineJobs.cancel` `aiplatform.pipelineJobs.create` `aiplatform.pipelineJobs.delete` `aiplatform.pipelineJobs.get` `aiplatform.pipelineJobs.list` `aiplatform.provisionedThroughputRevisions.` `aiplatform.provisionedThroughputRevisions.get` `aiplatform.provisionedThroughputRevisions.list` `aiplatform.provisionedThroughputs.get` `aiplatform.provisionedThroughputs.list` `aiplatform.ragCorpora.` `aiplatform.ragCorpora.create` `aiplatform.ragCorpora.delete` `aiplatform.ragCorpora.get` `aiplatform.ragCorpora.list` `aiplatform.ragCorpora.query` `aiplatform.ragCorpora.update` `aiplatform.ragEngineConfigs.get` `aiplatform.ragFiles.` `aiplatform.ragFiles.delete` `aiplatform.ragFiles.get` `aiplatform.ragFiles.import` `aiplatform.ragFiles.list` `aiplatform.ragFiles.upload` `aiplatform.reasoningEngines.` `aiplatform.reasoningEngines.create` `aiplatform.reasoningEngines.delete` `aiplatform.reasoningEngines.get` `aiplatform.reasoningEngines.list` `aiplatform.reasoningEngines.query` `aiplatform.reasoningEngines.update` `aiplatform.schedules.` `aiplatform.schedules.create` `aiplatform.schedules.delete` `aiplatform.schedules.get` `aiplatform.schedules.list` `aiplatform.schedules.update` `aiplatform.sessionEvents.` `aiplatform.sessionEvents.append` `aiplatform.sessionEvents.list` `aiplatform.sessions.` `aiplatform.sessions.create` `aiplatform.sessions.delete` `aiplatform.sessions.get` `aiplatform.sessions.list` `aiplatform.sessions.run` `aiplatform.sessions.update` `aiplatform.specialistPools.` `aiplatform.specialistPools.create` `aiplatform.specialistPools.delete` `aiplatform.specialistPools.get` `aiplatform.specialistPools.list` `aiplatform.specialistPools.update` `aiplatform.studies.` `aiplatform.studies.create` `aiplatform.studies.delete` `aiplatform.studies.get` `aiplatform.studies.list` `aiplatform.studies.update` `aiplatform.tensorboardExperiments.` `aiplatform.tensorboardExperiments.create` `aiplatform.tensorboardExperiments.delete` `aiplatform.tensorboardExperiments.get` `aiplatform.tensorboardExperiments.list` `aiplatform.tensorboardExperiments.update` `aiplatform.tensorboardExperiments.write` `aiplatform.tensorboardRuns.` `aiplatform.tensorboardRuns.batchCreate` `aiplatform.tensorboardRuns.create` `aiplatform.tensorboardRuns.delete` `aiplatform.tensorboardRuns.get` `aiplatform.tensorboardRuns.list` `aiplatform.tensorboardRuns.update` `aiplatform.tensorboardRuns.write` `aiplatform.tensorboardTimeSeries.` `aiplatform.tensorboardTimeSeries.batchCreate` `aiplatform.tensorboardTimeSeries.batchRead` `aiplatform.tensorboardTimeSeries.create` `aiplatform.tensorboardTimeSeries.delete` `aiplatform.tensorboardTimeSeries.get` `aiplatform.tensorboardTimeSeries.list` `aiplatform.tensorboardTimeSeries.read` `aiplatform.tensorboardTimeSeries.update` `aiplatform.tensorboards.create` `aiplatform.tensorboards.delete` `aiplatform.tensorboards.get` `aiplatform.tensorboards.list` `aiplatform.tensorboards.update` `aiplatform.trainingPipelines.` `aiplatform.trainingPipelines.cancel` `aiplatform.trainingPipelines.create` `aiplatform.trainingPipelines.delete` `aiplatform.trainingPipelines.get` `aiplatform.trainingPipelines.list` `aiplatform.trials.` `aiplatform.trials.create` `aiplatform.trials.delete` `aiplatform.trials.get` `aiplatform.trials.list` `aiplatform.trials.update` `aiplatform.tuningJobs.` `aiplatform.tuningJobs.cancel` `aiplatform.tuningJobs.create` `aiplatform.tuningJobs.delete` `aiplatform.tuningJobs.get` `aiplatform.tuningJobs.list` `aiplatform.tuningJobs.vertexTune` `artifactregistry.repositories.downloadArtifacts` `artifactregistry.repositories.get` `artifactregistry.repositories.list` `artifactregistry.tags.get` `artifactregistry.versions.get` `bigquery.datasets.create` `bigquery.datasets.get` `bigquery.jobs.create` `bigquery.jobs.get` `bigquery.readsessions.create` `bigquery.readsessions.getData` `bigquery.tables.create` `bigquery.tables.export` `bigquery.tables.get` `bigquery.tables.getData` `bigquery.tables.update` `bigquery.tables.updateData` `iam.serviceAccounts.get` `iam.serviceAccounts.getAccessToken` `iam.serviceAccounts.getOpenIdToken` `iam.serviceAccounts.implicitDelegation` `iam.serviceAccounts.list` `iam.serviceAccounts.signBlob` `iam.serviceAccounts.signJwt` `logging.logEntries.create` `logging.logEntries.route` `monitoring.metricDescriptors.create` `monitoring.metricDescriptors.get` `monitoring.metricDescriptors.list` `monitoring.monitoredResourceDescriptors.` `monitoring.monitoredResourceDescriptors.get` `monitoring.monitoredResourceDescriptors.list` `monitoring.timeSeries.create` `resourcemanager.projects.get` `resourcemanager.projects.list` `serviceusage.services.use` `storage.buckets.create` `storage.buckets.delete` `storage.buckets.get` `storage.buckets.list` `storage.objects.create` `storage.objects.delete` `storage.objects.get` `storage.objects.list` `storage.objects.update`
Vertex AI Feature Store EntityType owner (`roles/aiplatform.entityTypeOwner`) Provides full access to all permissions for a particular entity type resource. Lowest-level resources where you can grant this role: Entity type	`aiplatform.entityTypes.delete` `aiplatform.entityTypes.deleteFeatureValues` `aiplatform.entityTypes.exportFeatureValues` `aiplatform.entityTypes.get` `aiplatform.entityTypes.getIamPolicy` `aiplatform.entityTypes.importFeatureValues` `aiplatform.entityTypes.readFeatureValues` `aiplatform.entityTypes.setIamPolicy` `aiplatform.entityTypes.streamingReadFeatureValues` `aiplatform.entityTypes.update` `aiplatform.entityTypes.writeFeatureValues` `aiplatform.featureGroups.get` `aiplatform.featureGroups.list` `aiplatform.featureOnlineStores.get` `aiplatform.featureOnlineStores.list` `aiplatform.featureViewSyncs.` `aiplatform.featureViewSyncs.get` `aiplatform.featureViewSyncs.list` `aiplatform.featureViews.fetchFeatureValues` `aiplatform.featureViews.get` `aiplatform.featureViews.list` `aiplatform.featureViews.searchNearestEntities` `aiplatform.features.` `aiplatform.features.create` `aiplatform.features.delete` `aiplatform.features.get` `aiplatform.features.list` `aiplatform.features.update` `aiplatform.featurestores.batchReadFeatureValues` `resourcemanager.projects.get` `resourcemanager.projects.list`
Vertex AI Platform Express Admin ^Beta (`roles/aiplatform.expressAdmin`) Grants admin access to Vertex AI Express	`aiplatform.batchPredictionJobs.` `aiplatform.batchPredictionJobs.cancel` `aiplatform.batchPredictionJobs.create` `aiplatform.batchPredictionJobs.delete` `aiplatform.batchPredictionJobs.get` `aiplatform.batchPredictionJobs.list` `aiplatform.datasetVersions.` `aiplatform.datasetVersions.create` `aiplatform.datasetVersions.delete` `aiplatform.datasetVersions.get` `aiplatform.datasetVersions.list` `aiplatform.datasetVersions.restore` `aiplatform.datasets.create` `aiplatform.datasets.delete` `aiplatform.datasets.get` `aiplatform.datasets.list` `aiplatform.datasets.update` `aiplatform.endpoints.predict` `aiplatform.locations.evaluateInstances`
Vertex AI Platform Express User ^Beta (`roles/aiplatform.expressUser`) Grants user access to Vertex AI Express	`aiplatform.endpoints.predict`
Vertex AI Extension Custom Code Service Agent (`roles/aiplatform.extensionCustomCodeServiceAgent`) Gives Vertex AI Extension that executes custom code the permissions it needs to function. Warning: Do not grant service agent roles to any principals except service agents.	`logging.logEntries.create` `logging.logEntries.route` `orgpolicy.policy.get` `resourcemanager.projects.get` `resourcemanager.projects.list` `storage.folders.` `storage.folders.create` `storage.folders.delete` `storage.folders.get` `storage.folders.list` `storage.folders.rename` `storage.managedFolders.create` `storage.managedFolders.delete` `storage.managedFolders.get` `storage.managedFolders.list` `storage.multipartUploads.` `storage.multipartUploads.abort` `storage.multipartUploads.create` `storage.multipartUploads.list` `storage.multipartUploads.listParts` `storage.objects.*` `storage.objects.create` `storage.objects.delete` `storage.objects.get` `storage.objects.getIamPolicy` `storage.objects.list` `storage.objects.move` `storage.objects.overrideUnlockedRetention` `storage.objects.restore` `storage.objects.setIamPolicy` `storage.objects.setRetention` `storage.objects.update`
Vertex AI Extension Service Agent (`roles/aiplatform.extensionServiceAgent`) Gives Vertex AI Extension the permissions it needs to function. Warning: Do not grant service agent roles to any principals except service agents.	`aiplatform.endpoints.predict` `aiplatform.locations.get` `aiplatform.ragCorpora.query` `discoveryengine.servingConfigs.search` `iam.serviceAccounts.getAccessToken` `iam.serviceAccounts.getOpenIdToken` `logging.logEntries.create` `logging.logEntries.route` `serviceusage.services.use` `storage.objects.get`
Vertex AI Feature Store Admin (`roles/aiplatform.featurestoreAdmin`) Grants full access to all resources in Vertex AI Feature Store Lowest-level resources where you can grant this role: Entity type	`aiplatform.entityTypes.` `aiplatform.entityTypes.create` `aiplatform.entityTypes.delete` `aiplatform.entityTypes.deleteFeatureValues` `aiplatform.entityTypes.exportFeatureValues` `aiplatform.entityTypes.get` `aiplatform.entityTypes.getIamPolicy` `aiplatform.entityTypes.importFeatureValues` `aiplatform.entityTypes.list` `aiplatform.entityTypes.readFeatureValues` `aiplatform.entityTypes.setIamPolicy` `aiplatform.entityTypes.streamingReadFeatureValues` `aiplatform.entityTypes.update` `aiplatform.entityTypes.writeFeatureValues` `aiplatform.featureGroups.` `aiplatform.featureGroups.create` `aiplatform.featureGroups.delete` `aiplatform.featureGroups.get` `aiplatform.featureGroups.getIamPolicy` `aiplatform.featureGroups.list` `aiplatform.featureGroups.setIamPolicy` `aiplatform.featureGroups.update` `aiplatform.featureOnlineStores.` `aiplatform.featureOnlineStores.create` `aiplatform.featureOnlineStores.delete` `aiplatform.featureOnlineStores.get` `aiplatform.featureOnlineStores.getIamPolicy` `aiplatform.featureOnlineStores.list` `aiplatform.featureOnlineStores.setIamPolicy` `aiplatform.featureOnlineStores.update` `aiplatform.featureViewSyncs.` `aiplatform.featureViewSyncs.get` `aiplatform.featureViewSyncs.list` `aiplatform.featureViews.` `aiplatform.featureViews.create` `aiplatform.featureViews.delete` `aiplatform.featureViews.fetchFeatureValues` `aiplatform.featureViews.get` `aiplatform.featureViews.getIamPolicy` `aiplatform.featureViews.list` `aiplatform.featureViews.searchNearestEntities` `aiplatform.featureViews.setIamPolicy` `aiplatform.featureViews.sync` `aiplatform.featureViews.update` `aiplatform.features.` `aiplatform.features.create` `aiplatform.features.delete` `aiplatform.features.get` `aiplatform.features.list` `aiplatform.features.update` `aiplatform.featurestores.*` `aiplatform.featurestores.batchReadFeatureValues` `aiplatform.featurestores.create` `aiplatform.featurestores.delete` `aiplatform.featurestores.exportFeatures` `aiplatform.featurestores.get` `aiplatform.featurestores.getIamPolicy` `aiplatform.featurestores.importFeatures` `aiplatform.featurestores.list` `aiplatform.featurestores.readFeatures` `aiplatform.featurestores.setIamPolicy` `aiplatform.featurestores.update` `aiplatform.featurestores.writeFeatures` `aiplatform.operations.list` `resourcemanager.projects.get` `resourcemanager.projects.list`
Vertex AI Feature Store Data Viewer (`roles/aiplatform.featurestoreDataViewer`) This role provides permissions to read Feature data. Lowest-level resources where you can grant this role: Entity type	`aiplatform.entityTypes.exportFeatureValues` `aiplatform.entityTypes.get` `aiplatform.entityTypes.readFeatureValues` `aiplatform.entityTypes.streamingReadFeatureValues` `aiplatform.featureGroups.get` `aiplatform.featureGroups.list` `aiplatform.featureOnlineStores.get` `aiplatform.featureOnlineStores.list` `aiplatform.featureViewSyncs.*` `aiplatform.featureViewSyncs.get` `aiplatform.featureViewSyncs.list` `aiplatform.featureViews.fetchFeatureValues` `aiplatform.featureViews.get` `aiplatform.featureViews.list` `aiplatform.featureViews.searchNearestEntities` `aiplatform.features.get` `aiplatform.features.list` `aiplatform.featurestores.batchReadFeatureValues` `resourcemanager.projects.get` `resourcemanager.projects.list`
Vertex AI Feature Store Data Writer (`roles/aiplatform.featurestoreDataWriter`) This role provides permissions to read and write Feature data. Lowest-level resources where you can grant this role: Entity type	`aiplatform.entityTypes.deleteFeatureValues` `aiplatform.entityTypes.exportFeatureValues` `aiplatform.entityTypes.get` `aiplatform.entityTypes.importFeatureValues` `aiplatform.entityTypes.readFeatureValues` `aiplatform.entityTypes.streamingReadFeatureValues` `aiplatform.entityTypes.writeFeatureValues` `aiplatform.featureGroups.get` `aiplatform.featureGroups.list` `aiplatform.featureOnlineStores.get` `aiplatform.featureOnlineStores.list` `aiplatform.featureViewSyncs.*` `aiplatform.featureViewSyncs.get` `aiplatform.featureViewSyncs.list` `aiplatform.featureViews.fetchFeatureValues` `aiplatform.featureViews.get` `aiplatform.featureViews.list` `aiplatform.featureViews.searchNearestEntities` `aiplatform.features.get` `aiplatform.features.list` `aiplatform.featurestores.batchReadFeatureValues` `resourcemanager.projects.get` `resourcemanager.projects.list`
Vertex AI Feature Store Instance Creator (`roles/aiplatform.featurestoreInstanceCreator`) Administrator of Featurestore resources, but not the child resources under Featurestores. Lowest-level resources where you can grant this role: Featurestore	`aiplatform.featurestores.create` `aiplatform.featurestores.delete` `aiplatform.featurestores.get` `aiplatform.featurestores.list` `aiplatform.featurestores.update`
Vertex AI Feature Store Resource Viewer (`roles/aiplatform.featurestoreResourceViewer`) Viewer of all resources in Vertex AI Feature Store but cannot make changes. Lowest-level resources where you can grant this role: Entity type	`aiplatform.entityTypes.get` `aiplatform.entityTypes.list` `aiplatform.featureGroups.get` `aiplatform.featureGroups.list` `aiplatform.featureOnlineStores.get` `aiplatform.featureOnlineStores.list` `aiplatform.featureViewSyncs.*` `aiplatform.featureViewSyncs.get` `aiplatform.featureViewSyncs.list` `aiplatform.featureViews.get` `aiplatform.featureViews.list` `aiplatform.features.get` `aiplatform.features.list` `aiplatform.featurestores.get` `aiplatform.featurestores.list` `aiplatform.operations.list` `resourcemanager.projects.get` `resourcemanager.projects.list`
Vertex AI Feature Store User ^Beta (`roles/aiplatform.featurestoreUser`) Deprecated. Use featurestoreAdmin instead.	`aiplatform.entityTypes.` `aiplatform.entityTypes.create` `aiplatform.entityTypes.delete` `aiplatform.entityTypes.deleteFeatureValues` `aiplatform.entityTypes.exportFeatureValues` `aiplatform.entityTypes.get` `aiplatform.entityTypes.getIamPolicy` `aiplatform.entityTypes.importFeatureValues` `aiplatform.entityTypes.list` `aiplatform.entityTypes.readFeatureValues` `aiplatform.entityTypes.setIamPolicy` `aiplatform.entityTypes.streamingReadFeatureValues` `aiplatform.entityTypes.update` `aiplatform.entityTypes.writeFeatureValues` `aiplatform.features.` `aiplatform.features.create` `aiplatform.features.delete` `aiplatform.features.get` `aiplatform.features.list` `aiplatform.features.update` `aiplatform.featurestores.*` `aiplatform.featurestores.batchReadFeatureValues` `aiplatform.featurestores.create` `aiplatform.featurestores.delete` `aiplatform.featurestores.exportFeatures` `aiplatform.featurestores.get` `aiplatform.featurestores.getIamPolicy` `aiplatform.featurestores.importFeatures` `aiplatform.featurestores.list` `aiplatform.featurestores.readFeatures` `aiplatform.featurestores.setIamPolicy` `aiplatform.featurestores.update` `aiplatform.featurestores.writeFeatures` `aiplatform.operations.list` `resourcemanager.projects.get` `resourcemanager.projects.list`
Vertex AI Migration Service User (`roles/aiplatform.migrator`) Grants access to use migration service in Vertex AI	`aiplatform.migratableResources.*` `aiplatform.migratableResources.migrate` `aiplatform.migratableResources.search`
Vertex AI Model Monitoring Service Agent (`roles/aiplatform.modelMonitoringServiceAgent`) Gives Vertex AI Model Monitoring the permissions it needs to function. Warning: Do not grant service agent roles to any principals except service agents.	`aiplatform.batchPredictionJobs.create` `aiplatform.batchPredictionJobs.get` `aiplatform.batchPredictionJobs.list` `aiplatform.locations.evaluateInstances` `bigquery.datasets.create` `bigquery.datasets.get` `bigquery.jobs.create` `bigquery.jobs.get` `bigquery.tables.create` `bigquery.tables.export` `bigquery.tables.get` `bigquery.tables.getData` `bigquery.tables.update` `bigquery.tables.updateData` `monitoring.notificationChannels.get` `serviceusage.services.use` `storage.buckets.create` `storage.buckets.delete` `storage.buckets.get` `storage.buckets.list` `storage.buckets.update` `storage.objects.create` `storage.objects.delete` `storage.objects.get` `storage.objects.list` `storage.objects.update`
Notebook Executor User ^Beta (`roles/aiplatform.notebookExecutorUser`) Grants users full access to schedules and notebook execution jobs.	`aiplatform.notebookExecutionJobs.` `aiplatform.notebookExecutionJobs.create` `aiplatform.notebookExecutionJobs.delete` `aiplatform.notebookExecutionJobs.get` `aiplatform.notebookExecutionJobs.list` `aiplatform.operations.list` `aiplatform.pipelineJobs.create` `aiplatform.schedules.` `aiplatform.schedules.create` `aiplatform.schedules.delete` `aiplatform.schedules.get` `aiplatform.schedules.list` `aiplatform.schedules.update`
Notebook Runtime Admin (`roles/aiplatform.notebookRuntimeAdmin`) Grants full access to all runtime templates and runtimes in Notebook Service.	`aiplatform.notebookRuntimeTemplates.` `aiplatform.notebookRuntimeTemplates.apply` `aiplatform.notebookRuntimeTemplates.create` `aiplatform.notebookRuntimeTemplates.delete` `aiplatform.notebookRuntimeTemplates.get` `aiplatform.notebookRuntimeTemplates.getIamPolicy` `aiplatform.notebookRuntimeTemplates.list` `aiplatform.notebookRuntimeTemplates.setIamPolicy` `aiplatform.notebookRuntimeTemplates.update` `aiplatform.notebookRuntimes.` `aiplatform.notebookRuntimes.assign` `aiplatform.notebookRuntimes.delete` `aiplatform.notebookRuntimes.get` `aiplatform.notebookRuntimes.list` `aiplatform.notebookRuntimes.start` `aiplatform.notebookRuntimes.update` `aiplatform.notebookRuntimes.upgrade` `aiplatform.operations.list` `compute.reservations.get` `compute.reservations.list`
Notebook Runtime User (`roles/aiplatform.notebookRuntimeUser`) Grants users permissions to create runtime resources using a runtime template and manage the runtime resources they created.	`aiplatform.notebookRuntimeTemplates.apply` `aiplatform.notebookRuntimeTemplates.get` `aiplatform.notebookRuntimeTemplates.getIamPolicy` `aiplatform.notebookRuntimeTemplates.list` `aiplatform.notebookRuntimes.assign` `aiplatform.notebookRuntimes.get` `aiplatform.notebookRuntimes.list` `aiplatform.operations.list`
Vertex AI Notebook Service Agent (`roles/aiplatform.notebookServiceAgent`) Vertex AI Service Agent used to run Notebook managed resources in user project with restricted permissions. Warning: Do not grant service agent roles to any principals except service agents.	`logging.logEntries.create` `logging.logEntries.route` `monitoring.metricDescriptors.create` `monitoring.metricDescriptors.get` `monitoring.metricDescriptors.list` `monitoring.monitoredResourceDescriptors.*` `monitoring.monitoredResourceDescriptors.get` `monitoring.monitoredResourceDescriptors.list` `monitoring.timeSeries.create`
Vertex AI Online Prediction Service Agent (`roles/aiplatform.onlinePredictionServiceAgent`) Gives Vertex AI Online Prediction the permissions it needs to function. Warning: Do not grant service agent roles to any principals except service agents.	`gkehub.features.get` `gkehub.features.getIamPolicy` `gkehub.features.list` `gkehub.fleet.get` `gkehub.gateway.delete` `gkehub.gateway.generateCredentials` `gkehub.gateway.get` `gkehub.gateway.patch` `gkehub.gateway.post` `gkehub.gateway.put` `gkehub.locations.*` `gkehub.locations.get` `gkehub.locations.list` `gkehub.memberships.get` `gkehub.memberships.getIamPolicy` `gkehub.memberships.list` `serviceusage.services.get`
Vertex AI Platform Provisioned Throughput Admin ^Beta (`roles/aiplatform.provisionedThroughputAdmin`) Grants access to use all resources related to Vertex AI Provisioned Throughput	`aiplatform.provisionedThroughputRevisions.` `aiplatform.provisionedThroughputRevisions.get` `aiplatform.provisionedThroughputRevisions.list` `aiplatform.provisionedThroughputs.` `aiplatform.provisionedThroughputs.cancel` `aiplatform.provisionedThroughputs.create` `aiplatform.provisionedThroughputs.get` `aiplatform.provisionedThroughputs.list` `aiplatform.provisionedThroughputs.update`
Vertex AI RAG Data Service Agent (`roles/aiplatform.ragServiceAgent`) Vertex AI Service Agent used by Vertex RAG to access user imported data, Vertex AI, Document AI processors in the project Warning: Do not grant service agent roles to any principals except service agents.	`aiplatform.endpoints.get` `aiplatform.endpoints.predict` `aiplatform.featureViews.get` `aiplatform.featureViews.list` `aiplatform.featureViews.sync` `aiplatform.featureViews.update` `aiplatform.indexEndpoints.` `aiplatform.indexEndpoints.create` `aiplatform.indexEndpoints.delete` `aiplatform.indexEndpoints.deploy` `aiplatform.indexEndpoints.get` `aiplatform.indexEndpoints.list` `aiplatform.indexEndpoints.queryVectors` `aiplatform.indexEndpoints.undeploy` `aiplatform.indexEndpoints.update` `aiplatform.indexes.` `aiplatform.indexes.create` `aiplatform.indexes.delete` `aiplatform.indexes.get` `aiplatform.indexes.list` `aiplatform.indexes.update` `aiplatform.models.get` `bigquery.datasets.create` `bigquery.datasets.get` `bigquery.jobs.create` `bigquery.jobs.get` `bigquery.readsessions.create` `bigquery.readsessions.getData` `bigquery.tables.create` `bigquery.tables.createSnapshot` `bigquery.tables.deleteSnapshot` `bigquery.tables.export` `bigquery.tables.get` `bigquery.tables.getData` `bigquery.tables.restoreSnapshot` `bigquery.tables.update` `bigquery.tables.updateData` `documentai.processorVersions.processOnline` `documentai.processors.get` `documentai.processors.processOnline` `logging.logEntries.create` `logging.logEntries.route` `storage.buckets.get` `storage.buckets.list` `storage.objects.get` `storage.objects.list`
Vertex AI Rapid Eval Service Agent (`roles/aiplatform.rapidevalServiceAgent`) Vertex AI Service Agent used by GenAI Rapid Evaluation Service to access publisher model endpoints in the user project Warning: Do not grant service agent roles to any principals except service agents.	`aiplatform.endpoints.predict`
Vertex AI Reasoning Engine Service Agent (`roles/aiplatform.reasoningEngineServiceAgent`) Gives Vertex AI Reasoning Engine the proper permissions to function. Warning: Do not grant service agent roles to any principals except service agents.	`aiplatform.endpoints.create` `aiplatform.endpoints.delete` `aiplatform.endpoints.deploy` `aiplatform.endpoints.explain` `aiplatform.endpoints.get` `aiplatform.endpoints.list` `aiplatform.endpoints.predict` `aiplatform.endpoints.undeploy` `aiplatform.endpoints.update` `aiplatform.sessionEvents.` `aiplatform.sessionEvents.append` `aiplatform.sessionEvents.list` `aiplatform.sessions.create` `aiplatform.sessions.delete` `aiplatform.sessions.get` `aiplatform.sessions.list` `aiplatform.sessions.update` `cloudtrace.traces.patch` `logging.logEntries.create` `logging.logEntries.route` `monitoring.metricDescriptors.create` `monitoring.metricDescriptors.get` `monitoring.metricDescriptors.list` `monitoring.monitoredResourceDescriptors.` `monitoring.monitoredResourceDescriptors.get` `monitoring.monitoredResourceDescriptors.list` `monitoring.timeSeries.create` `serviceusage.services.use` `storage.buckets.get` `storage.buckets.list` `storage.objects.get` `storage.objects.list`
Vertex AI Service Agent (`roles/aiplatform.serviceAgent`) Gives Vertex AI the permissions it needs to function. Warning: Do not grant service agent roles to any principals except service agents.	`aiplatform.agentExamples.` `aiplatform.agentExamples.create` `aiplatform.agentExamples.delete` `aiplatform.agentExamples.get` `aiplatform.agentExamples.list` `aiplatform.agentExamples.update` `aiplatform.agents.` `aiplatform.agents.create` `aiplatform.agents.delete` `aiplatform.agents.get` `aiplatform.agents.list` `aiplatform.agents.update` `aiplatform.annotationSpecs.` `aiplatform.annotationSpecs.create` `aiplatform.annotationSpecs.delete` `aiplatform.annotationSpecs.get` `aiplatform.annotationSpecs.list` `aiplatform.annotationSpecs.update` `aiplatform.annotations.` `aiplatform.annotations.create` `aiplatform.annotations.delete` `aiplatform.annotations.get` `aiplatform.annotations.list` `aiplatform.annotations.update` `aiplatform.apps.` `aiplatform.apps.create` `aiplatform.apps.delete` `aiplatform.apps.get` `aiplatform.apps.list` `aiplatform.apps.update` `aiplatform.artifacts.` `aiplatform.artifacts.create` `aiplatform.artifacts.delete` `aiplatform.artifacts.get` `aiplatform.artifacts.list` `aiplatform.artifacts.update` `aiplatform.batchPredictionJobs.` `aiplatform.batchPredictionJobs.cancel` `aiplatform.batchPredictionJobs.create` `aiplatform.batchPredictionJobs.delete` `aiplatform.batchPredictionJobs.get` `aiplatform.batchPredictionJobs.list` `aiplatform.cacheConfigs.get` `aiplatform.cachedContents.` `aiplatform.cachedContents.create` `aiplatform.cachedContents.delete` `aiplatform.cachedContents.get` `aiplatform.cachedContents.list` `aiplatform.cachedContents.update` `aiplatform.consents.get` `aiplatform.contexts.` `aiplatform.contexts.addContextArtifactsAndExecutions` `aiplatform.contexts.addContextChildren` `aiplatform.contexts.create` `aiplatform.contexts.delete` `aiplatform.contexts.get` `aiplatform.contexts.list` `aiplatform.contexts.queryContextLineageSubgraph` `aiplatform.contexts.update` `aiplatform.customJobs.` `aiplatform.customJobs.cancel` `aiplatform.customJobs.create` `aiplatform.customJobs.delete` `aiplatform.customJobs.get` `aiplatform.customJobs.list` `aiplatform.dataItems.` `aiplatform.dataItems.create` `aiplatform.dataItems.delete` `aiplatform.dataItems.get` `aiplatform.dataItems.list` `aiplatform.dataItems.update` `aiplatform.dataLabelingJobs.` `aiplatform.dataLabelingJobs.cancel` `aiplatform.dataLabelingJobs.create` `aiplatform.dataLabelingJobs.delete` `aiplatform.dataLabelingJobs.get` `aiplatform.dataLabelingJobs.list` `aiplatform.datasetVersions.` `aiplatform.datasetVersions.create` `aiplatform.datasetVersions.delete` `aiplatform.datasetVersions.get` `aiplatform.datasetVersions.list` `aiplatform.datasetVersions.restore` `aiplatform.datasets.` `aiplatform.datasets.create` `aiplatform.datasets.delete` `aiplatform.datasets.export` `aiplatform.datasets.get` `aiplatform.datasets.import` `aiplatform.datasets.list` `aiplatform.datasets.update` `aiplatform.deploymentResourcePools.` `aiplatform.deploymentResourcePools.create` `aiplatform.deploymentResourcePools.delete` `aiplatform.deploymentResourcePools.get` `aiplatform.deploymentResourcePools.list` `aiplatform.deploymentResourcePools.queryDeployedModels` `aiplatform.deploymentResourcePools.update` `aiplatform.edgeDeploymentJobs.` `aiplatform.edgeDeploymentJobs.create` `aiplatform.edgeDeploymentJobs.delete` `aiplatform.edgeDeploymentJobs.get` `aiplatform.edgeDeploymentJobs.list` `aiplatform.edgeDeviceDebugInfo.get` `aiplatform.edgeDevices.` `aiplatform.edgeDevices.create` `aiplatform.edgeDevices.delete` `aiplatform.edgeDevices.get` `aiplatform.edgeDevices.list` `aiplatform.edgeDevices.update` `aiplatform.endpoints.create` `aiplatform.endpoints.delete` `aiplatform.endpoints.deploy` `aiplatform.endpoints.explain` `aiplatform.endpoints.get` `aiplatform.endpoints.list` `aiplatform.endpoints.predict` `aiplatform.endpoints.undeploy` `aiplatform.endpoints.update` `aiplatform.entityTypes.create` `aiplatform.entityTypes.delete` `aiplatform.entityTypes.deleteFeatureValues` `aiplatform.entityTypes.exportFeatureValues` `aiplatform.entityTypes.get` `aiplatform.entityTypes.importFeatureValues` `aiplatform.entityTypes.list` `aiplatform.entityTypes.readFeatureValues` `aiplatform.entityTypes.streamingReadFeatureValues` `aiplatform.entityTypes.update` `aiplatform.entityTypes.writeFeatureValues` `aiplatform.exampleStores.` `aiplatform.exampleStores.create` `aiplatform.exampleStores.delete` `aiplatform.exampleStores.get` `aiplatform.exampleStores.list` `aiplatform.exampleStores.readExample` `aiplatform.exampleStores.update` `aiplatform.exampleStores.writeExample` `aiplatform.executions.` `aiplatform.executions.addExecutionEvents` `aiplatform.executions.create` `aiplatform.executions.delete` `aiplatform.executions.get` `aiplatform.executions.list` `aiplatform.executions.queryExecutionInputsAndOutputs` `aiplatform.executions.update` `aiplatform.extensions.` `aiplatform.extensions.delete` `aiplatform.extensions.execute` `aiplatform.extensions.get` `aiplatform.extensions.import` `aiplatform.extensions.list` `aiplatform.extensions.update` `aiplatform.featureGroups.create` `aiplatform.featureGroups.delete` `aiplatform.featureGroups.get` `aiplatform.featureGroups.list` `aiplatform.featureGroups.update` `aiplatform.featureOnlineStores.create` `aiplatform.featureOnlineStores.delete` `aiplatform.featureOnlineStores.get` `aiplatform.featureOnlineStores.list` `aiplatform.featureOnlineStores.update` `aiplatform.featureViewSyncs.` `aiplatform.featureViewSyncs.get` `aiplatform.featureViewSyncs.list` `aiplatform.featureViews.create` `aiplatform.featureViews.delete` `aiplatform.featureViews.fetchFeatureValues` `aiplatform.featureViews.get` `aiplatform.featureViews.list` `aiplatform.featureViews.searchNearestEntities` `aiplatform.featureViews.sync` `aiplatform.featureViews.update` `aiplatform.features.` `aiplatform.features.create` `aiplatform.features.delete` `aiplatform.features.get` `aiplatform.features.list` `aiplatform.features.update` `aiplatform.featurestores.batchReadFeatureValues` `aiplatform.featurestores.create` `aiplatform.featurestores.delete` `aiplatform.featurestores.exportFeatures` `aiplatform.featurestores.get` `aiplatform.featurestores.importFeatures` `aiplatform.featurestores.list` `aiplatform.featurestores.readFeatures` `aiplatform.featurestores.update` `aiplatform.featurestores.writeFeatures` `aiplatform.humanInTheLoops.` `aiplatform.humanInTheLoops.cancel` `aiplatform.humanInTheLoops.create` `aiplatform.humanInTheLoops.delete` `aiplatform.humanInTheLoops.get` `aiplatform.humanInTheLoops.list` `aiplatform.humanInTheLoops.queryAnnotationStats` `aiplatform.humanInTheLoops.send` `aiplatform.humanInTheLoops.update` `aiplatform.hyperparameterTuningJobs.` `aiplatform.hyperparameterTuningJobs.cancel` `aiplatform.hyperparameterTuningJobs.create` `aiplatform.hyperparameterTuningJobs.delete` `aiplatform.hyperparameterTuningJobs.get` `aiplatform.hyperparameterTuningJobs.list` `aiplatform.indexEndpoints.` `aiplatform.indexEndpoints.create` `aiplatform.indexEndpoints.delete` `aiplatform.indexEndpoints.deploy` `aiplatform.indexEndpoints.get` `aiplatform.indexEndpoints.list` `aiplatform.indexEndpoints.queryVectors` `aiplatform.indexEndpoints.undeploy` `aiplatform.indexEndpoints.update` `aiplatform.indexes.` `aiplatform.indexes.create` `aiplatform.indexes.delete` `aiplatform.indexes.get` `aiplatform.indexes.list` `aiplatform.indexes.update` `aiplatform.locations.` `aiplatform.locations.evaluateInstances` `aiplatform.locations.get` `aiplatform.locations.list` `aiplatform.metadataSchemas.` `aiplatform.metadataSchemas.create` `aiplatform.metadataSchemas.delete` `aiplatform.metadataSchemas.get` `aiplatform.metadataSchemas.list` `aiplatform.metadataStores.` `aiplatform.metadataStores.create` `aiplatform.metadataStores.delete` `aiplatform.metadataStores.get` `aiplatform.metadataStores.list` `aiplatform.modelDeploymentMonitoringJobs.` `aiplatform.modelDeploymentMonitoringJobs.create` `aiplatform.modelDeploymentMonitoringJobs.delete` `aiplatform.modelDeploymentMonitoringJobs.get` `aiplatform.modelDeploymentMonitoringJobs.list` `aiplatform.modelDeploymentMonitoringJobs.pause` `aiplatform.modelDeploymentMonitoringJobs.resume` `aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies` `aiplatform.modelDeploymentMonitoringJobs.update` `aiplatform.modelEvaluationSlices.` `aiplatform.modelEvaluationSlices.get` `aiplatform.modelEvaluationSlices.import` `aiplatform.modelEvaluationSlices.list` `aiplatform.modelEvaluations.` `aiplatform.modelEvaluations.exportEvaluatedDataItems` `aiplatform.modelEvaluations.get` `aiplatform.modelEvaluations.import` `aiplatform.modelEvaluations.list` `aiplatform.modelMonitoringJobs.` `aiplatform.modelMonitoringJobs.create` `aiplatform.modelMonitoringJobs.delete` `aiplatform.modelMonitoringJobs.get` `aiplatform.modelMonitoringJobs.list` `aiplatform.modelMonitors.` `aiplatform.modelMonitors.create` `aiplatform.modelMonitors.delete` `aiplatform.modelMonitors.get` `aiplatform.modelMonitors.list` `aiplatform.modelMonitors.searchModelMonitoringAlerts` `aiplatform.modelMonitors.searchModelMonitoringStats` `aiplatform.modelMonitors.update` `aiplatform.models.` `aiplatform.models.delete` `aiplatform.models.export` `aiplatform.models.get` `aiplatform.models.list` `aiplatform.models.update` `aiplatform.models.upload` `aiplatform.nasJobs.` `aiplatform.nasJobs.cancel` `aiplatform.nasJobs.create` `aiplatform.nasJobs.delete` `aiplatform.nasJobs.get` `aiplatform.nasJobs.list` `aiplatform.nasTrialDetails.` `aiplatform.nasTrialDetails.get` `aiplatform.nasTrialDetails.list` `aiplatform.notebookExecutionJobs.` `aiplatform.notebookExecutionJobs.create` `aiplatform.notebookExecutionJobs.delete` `aiplatform.notebookExecutionJobs.get` `aiplatform.notebookExecutionJobs.list` `aiplatform.notebookRuntimeTemplates.apply` `aiplatform.notebookRuntimeTemplates.create` `aiplatform.notebookRuntimeTemplates.delete` `aiplatform.notebookRuntimeTemplates.get` `aiplatform.notebookRuntimeTemplates.list` `aiplatform.notebookRuntimeTemplates.update` `aiplatform.notebookRuntimes.` `aiplatform.notebookRuntimes.assign` `aiplatform.notebookRuntimes.delete` `aiplatform.notebookRuntimes.get` `aiplatform.notebookRuntimes.list` `aiplatform.notebookRuntimes.start` `aiplatform.notebookRuntimes.update` `aiplatform.notebookRuntimes.upgrade` `aiplatform.operations.list` `aiplatform.persistentResources.get` `aiplatform.persistentResources.list` `aiplatform.pipelineJobs.` `aiplatform.pipelineJobs.cancel` `aiplatform.pipelineJobs.create` `aiplatform.pipelineJobs.delete` `aiplatform.pipelineJobs.get` `aiplatform.pipelineJobs.list` `aiplatform.provisionedThroughputRevisions.` `aiplatform.provisionedThroughputRevisions.get` `aiplatform.provisionedThroughputRevisions.list` `aiplatform.provisionedThroughputs.get` `aiplatform.provisionedThroughputs.list` `aiplatform.ragCorpora.` `aiplatform.ragCorpora.create` `aiplatform.ragCorpora.delete` `aiplatform.ragCorpora.get` `aiplatform.ragCorpora.list` `aiplatform.ragCorpora.query` `aiplatform.ragCorpora.update` `aiplatform.ragEngineConfigs.get` `aiplatform.ragFiles.` `aiplatform.ragFiles.delete` `aiplatform.ragFiles.get` `aiplatform.ragFiles.import` `aiplatform.ragFiles.list` `aiplatform.ragFiles.upload` `aiplatform.reasoningEngines.` `aiplatform.reasoningEngines.create` `aiplatform.reasoningEngines.delete` `aiplatform.reasoningEngines.get` `aiplatform.reasoningEngines.list` `aiplatform.reasoningEngines.query` `aiplatform.reasoningEngines.update` `aiplatform.schedules.` `aiplatform.schedules.create` `aiplatform.schedules.delete` `aiplatform.schedules.get` `aiplatform.schedules.list` `aiplatform.schedules.update` `aiplatform.sessionEvents.` `aiplatform.sessionEvents.append` `aiplatform.sessionEvents.list` `aiplatform.sessions.` `aiplatform.sessions.create` `aiplatform.sessions.delete` `aiplatform.sessions.get` `aiplatform.sessions.list` `aiplatform.sessions.run` `aiplatform.sessions.update` `aiplatform.specialistPools.` `aiplatform.specialistPools.create` `aiplatform.specialistPools.delete` `aiplatform.specialistPools.get` `aiplatform.specialistPools.list` `aiplatform.specialistPools.update` `aiplatform.studies.` `aiplatform.studies.create` `aiplatform.studies.delete` `aiplatform.studies.get` `aiplatform.studies.list` `aiplatform.studies.update` `aiplatform.tensorboardExperiments.` `aiplatform.tensorboardExperiments.create` `aiplatform.tensorboardExperiments.delete` `aiplatform.tensorboardExperiments.get` `aiplatform.tensorboardExperiments.list` `aiplatform.tensorboardExperiments.update` `aiplatform.tensorboardExperiments.write` `aiplatform.tensorboardRuns.` `aiplatform.tensorboardRuns.batchCreate` `aiplatform.tensorboardRuns.create` `aiplatform.tensorboardRuns.delete` `aiplatform.tensorboardRuns.get` `aiplatform.tensorboardRuns.list` `aiplatform.tensorboardRuns.update` `aiplatform.tensorboardRuns.write` `aiplatform.tensorboardTimeSeries.` `aiplatform.tensorboardTimeSeries.batchCreate` `aiplatform.tensorboardTimeSeries.batchRead` `aiplatform.tensorboardTimeSeries.create` `aiplatform.tensorboardTimeSeries.delete` `aiplatform.tensorboardTimeSeries.get` `aiplatform.tensorboardTimeSeries.list` `aiplatform.tensorboardTimeSeries.read` `aiplatform.tensorboardTimeSeries.update` `aiplatform.tensorboards.create` `aiplatform.tensorboards.delete` `aiplatform.tensorboards.get` `aiplatform.tensorboards.list` `aiplatform.tensorboards.update` `aiplatform.trainingPipelines.` `aiplatform.trainingPipelines.cancel` `aiplatform.trainingPipelines.create` `aiplatform.trainingPipelines.delete` `aiplatform.trainingPipelines.get` `aiplatform.trainingPipelines.list` `aiplatform.trials.` `aiplatform.trials.create` `aiplatform.trials.delete` `aiplatform.trials.get` `aiplatform.trials.list` `aiplatform.trials.update` `aiplatform.tuningJobs.` `aiplatform.tuningJobs.cancel` `aiplatform.tuningJobs.create` `aiplatform.tuningJobs.delete` `aiplatform.tuningJobs.get` `aiplatform.tuningJobs.list` `aiplatform.tuningJobs.vertexTune` `artifactregistry.repositories.create` `artifactregistry.repositories.downloadArtifacts` `artifactregistry.repositories.get` `artifactregistry.repositories.list` `artifactregistry.repositories.uploadArtifacts` `artifactregistry.tags.get` `artifactregistry.versions.get` `automl.datasets.export` `automl.datasets.get` `automl.datasets.list` `automl.modelEvaluations.list` `automl.models.get` `automl.models.list` `automl.operations.get` `automl.tableSpecs.get` `bigquery.datasets.create` `bigquery.datasets.get` `bigquery.jobs.create` `bigquery.jobs.get` `bigquery.models.create` `bigquery.models.export` `bigquery.models.getData` `bigquery.objectRefs.read` `bigquery.readsessions.create` `bigquery.readsessions.getData` `bigquery.tables.create` `bigquery.tables.export` `bigquery.tables.get` `bigquery.tables.getData` `bigquery.tables.update` `bigquery.tables.updateData` `bigtable.tables.get` `bigtable.tables.list` `bigtable.tables.readRows` `compute.addresses.get` `compute.addresses.list` `compute.addresses.use` `compute.addresses.useInternal` `compute.disks.create` `compute.disks.createSnapshot` `compute.disks.createTagBinding` `compute.disks.delete` `compute.disks.get` `compute.disks.setLabels` `compute.disks.use` `compute.disks.useReadOnly` `compute.globalOperations.get` `compute.instances.attachDisk` `compute.instances.create` `compute.instances.createTagBinding` `compute.instances.delete` `compute.instances.detachDisk` `compute.instances.get` `compute.instances.getGuestAttributes` `compute.instances.setLabels` `compute.instances.setMetadata` `compute.instances.setServiceAccount` `compute.instances.setTags` `compute.instances.start` `compute.instances.stop` `compute.instances.useReadOnly` `compute.machineTypes.get` `compute.networks.get` `compute.networks.use` `compute.networks.useExternalIp` `compute.snapshots.create` `compute.snapshots.delete` `compute.snapshots.useReadOnly` `compute.subnetworks.get` `compute.subnetworks.list` `compute.subnetworks.use` `compute.subnetworks.useExternalIp` `compute.zoneOperations.get` `dataflow.jobs.` `dataflow.jobs.cancel` `dataflow.jobs.create` `dataflow.jobs.get` `dataflow.jobs.list` `dataflow.jobs.snapshot` `dataflow.jobs.updateContents` `dataflow.messages.list` `dataflow.metrics.get` `dataflow.snapshots.` `dataflow.snapshots.delete` `dataflow.snapshots.get` `dataflow.snapshots.list` `datalabeling.annotateddatasets.get` `datalabeling.datasets.export` `datalabeling.datasets.get` `datalabeling.datasets.list` `datalabeling.operations.get` `iam.serviceAccounts.actAs` `iam.serviceAccounts.getAccessToken` `iam.serviceAccounts.getOpenIdToken` `logging.logEntries.create` `logging.logEntries.route` `ml.models.list` `ml.operations.get` `ml.versions.get` `ml.versions.list` `monitoring.metricDescriptors.create` `monitoring.metricDescriptors.get` `monitoring.metricDescriptors.list` `monitoring.monitoredResourceDescriptors.` `monitoring.monitoredResourceDescriptors.get` `monitoring.monitoredResourceDescriptors.list` `monitoring.notificationChannels.get` `monitoring.timeSeries.create` `notebooks.instances.create` `notebooks.instances.delete` `notebooks.instances.get` `resourcemanager.projects.get` `resourcemanager.projects.list` `run.executions.delete` `run.executions.get` `run.jobs.create` `run.jobs.delete` `run.jobs.get` `run.jobs.run` `run.jobs.update` `run.operations.delete` `run.operations.get` `run.routes.invoke` `run.services.create` `run.services.delete` `run.services.get` `serviceusage.services.list` `serviceusage.services.use` `storage.buckets.create` `storage.buckets.delete` `storage.buckets.get` `storage.buckets.list` `storage.objects.create` `storage.objects.delete` `storage.objects.get` `storage.objects.list` `storage.objects.update`
Vertex AI Tensorboard Web App User ^Beta (`roles/aiplatform.tensorboardWebAppUser`) Grants access to the Vertex AI TensorBoard web app.	`aiplatform.tensorboards.recordAccess`
Vertex AI Tuning Service Agent (`roles/aiplatform.tuningServiceAgent`) Vertex AI Service Agent used for tuning in user project. Warning: Do not grant service agent roles to any principals except service agents.	`aiplatform.artifacts.` `aiplatform.artifacts.create` `aiplatform.artifacts.delete` `aiplatform.artifacts.get` `aiplatform.artifacts.list` `aiplatform.artifacts.update` `aiplatform.batchPredictionJobs.cancel` `aiplatform.batchPredictionJobs.create` `aiplatform.batchPredictionJobs.get` `aiplatform.contexts.` `aiplatform.contexts.addContextArtifactsAndExecutions` `aiplatform.contexts.addContextChildren` `aiplatform.contexts.create` `aiplatform.contexts.delete` `aiplatform.contexts.get` `aiplatform.contexts.list` `aiplatform.contexts.queryContextLineageSubgraph` `aiplatform.contexts.update` `aiplatform.endpoints.create` `aiplatform.endpoints.deploy` `aiplatform.endpoints.get` `aiplatform.locations.evaluateInstances` `aiplatform.locations.get` `aiplatform.metadataSchemas.` `aiplatform.metadataSchemas.create` `aiplatform.metadataSchemas.delete` `aiplatform.metadataSchemas.get` `aiplatform.metadataSchemas.list` `aiplatform.metadataStores.` `aiplatform.metadataStores.create` `aiplatform.metadataStores.delete` `aiplatform.metadataStores.get` `aiplatform.metadataStores.list` `aiplatform.models.get` `aiplatform.models.update` `aiplatform.models.upload` `aiplatform.operations.list` `aiplatform.pipelineJobs.get` `aiplatform.pipelineJobs.list` `aiplatform.tensorboardExperiments.` `aiplatform.tensorboardExperiments.create` `aiplatform.tensorboardExperiments.delete` `aiplatform.tensorboardExperiments.get` `aiplatform.tensorboardExperiments.list` `aiplatform.tensorboardExperiments.update` `aiplatform.tensorboardExperiments.write` `aiplatform.tensorboardRuns.` `aiplatform.tensorboardRuns.batchCreate` `aiplatform.tensorboardRuns.create` `aiplatform.tensorboardRuns.delete` `aiplatform.tensorboardRuns.get` `aiplatform.tensorboardRuns.list` `aiplatform.tensorboardRuns.update` `aiplatform.tensorboardRuns.write` `aiplatform.tensorboardTimeSeries.` `aiplatform.tensorboardTimeSeries.batchCreate` `aiplatform.tensorboardTimeSeries.batchRead` `aiplatform.tensorboardTimeSeries.create` `aiplatform.tensorboardTimeSeries.delete` `aiplatform.tensorboardTimeSeries.get` `aiplatform.tensorboardTimeSeries.list` `aiplatform.tensorboardTimeSeries.read` `aiplatform.tensorboardTimeSeries.update` `aiplatform.tensorboards.create` `aiplatform.tensorboards.delete` `aiplatform.tensorboards.get` `aiplatform.tensorboards.list` `aiplatform.tensorboards.update` `aiplatform.tuningJobs.` `aiplatform.tuningJobs.cancel` `aiplatform.tuningJobs.create` `aiplatform.tuningJobs.delete` `aiplatform.tuningJobs.get` `aiplatform.tuningJobs.list` `aiplatform.tuningJobs.vertexTune` `bigquery.datasets.create` `bigquery.datasets.get` `bigquery.jobs.create` `bigquery.jobs.get` `bigquery.tables.create` `bigquery.tables.delete` `bigquery.tables.get` `bigquery.tables.getData` `bigquery.tables.list` `bigquery.tables.update` `bigquery.tables.updateData` `resourcemanager.projects.get` `serviceusage.services.use` `storage.buckets.create` `storage.buckets.get` `storage.buckets.getIamPolicy` `storage.buckets.list` `storage.buckets.update` `storage.objects.create` `storage.objects.delete` `storage.objects.get` `storage.objects.getIamPolicy` `storage.objects.list` `storage.objects.update`
Vertex AI User (`roles/aiplatform.user`) Grants access to use all resource in Vertex AI	`aiplatform.agentExamples.` `aiplatform.agentExamples.create` `aiplatform.agentExamples.delete` `aiplatform.agentExamples.get` `aiplatform.agentExamples.list` `aiplatform.agentExamples.update` `aiplatform.agents.` `aiplatform.agents.create` `aiplatform.agents.delete` `aiplatform.agents.get` `aiplatform.agents.list` `aiplatform.agents.update` `aiplatform.annotationSpecs.` `aiplatform.annotationSpecs.create` `aiplatform.annotationSpecs.delete` `aiplatform.annotationSpecs.get` `aiplatform.annotationSpecs.list` `aiplatform.annotationSpecs.update` `aiplatform.annotations.` `aiplatform.annotations.create` `aiplatform.annotations.delete` `aiplatform.annotations.get` `aiplatform.annotations.list` `aiplatform.annotations.update` `aiplatform.apps.` `aiplatform.apps.create` `aiplatform.apps.delete` `aiplatform.apps.get` `aiplatform.apps.list` `aiplatform.apps.update` `aiplatform.artifacts.` `aiplatform.artifacts.create` `aiplatform.artifacts.delete` `aiplatform.artifacts.get` `aiplatform.artifacts.list` `aiplatform.artifacts.update` `aiplatform.batchPredictionJobs.` `aiplatform.batchPredictionJobs.cancel` `aiplatform.batchPredictionJobs.create` `aiplatform.batchPredictionJobs.delete` `aiplatform.batchPredictionJobs.get` `aiplatform.batchPredictionJobs.list` `aiplatform.cacheConfigs.get` `aiplatform.cachedContents.` `aiplatform.cachedContents.create` `aiplatform.cachedContents.delete` `aiplatform.cachedContents.get` `aiplatform.cachedContents.list` `aiplatform.cachedContents.update` `aiplatform.consents.get` `aiplatform.contexts.` `aiplatform.contexts.addContextArtifactsAndExecutions` `aiplatform.contexts.addContextChildren` `aiplatform.contexts.create` `aiplatform.contexts.delete` `aiplatform.contexts.get` `aiplatform.contexts.list` `aiplatform.contexts.queryContextLineageSubgraph` `aiplatform.contexts.update` `aiplatform.customJobs.` `aiplatform.customJobs.cancel` `aiplatform.customJobs.create` `aiplatform.customJobs.delete` `aiplatform.customJobs.get` `aiplatform.customJobs.list` `aiplatform.dataItems.` `aiplatform.dataItems.create` `aiplatform.dataItems.delete` `aiplatform.dataItems.get` `aiplatform.dataItems.list` `aiplatform.dataItems.update` `aiplatform.dataLabelingJobs.` `aiplatform.dataLabelingJobs.cancel` `aiplatform.dataLabelingJobs.create` `aiplatform.dataLabelingJobs.delete` `aiplatform.dataLabelingJobs.get` `aiplatform.dataLabelingJobs.list` `aiplatform.datasetVersions.` `aiplatform.datasetVersions.create` `aiplatform.datasetVersions.delete` `aiplatform.datasetVersions.get` `aiplatform.datasetVersions.list` `aiplatform.datasetVersions.restore` `aiplatform.datasets.` `aiplatform.datasets.create` `aiplatform.datasets.delete` `aiplatform.datasets.export` `aiplatform.datasets.get` `aiplatform.datasets.import` `aiplatform.datasets.list` `aiplatform.datasets.update` `aiplatform.deploymentResourcePools.` `aiplatform.deploymentResourcePools.create` `aiplatform.deploymentResourcePools.delete` `aiplatform.deploymentResourcePools.get` `aiplatform.deploymentResourcePools.list` `aiplatform.deploymentResourcePools.queryDeployedModels` `aiplatform.deploymentResourcePools.update` `aiplatform.edgeDeploymentJobs.` `aiplatform.edgeDeploymentJobs.create` `aiplatform.edgeDeploymentJobs.delete` `aiplatform.edgeDeploymentJobs.get` `aiplatform.edgeDeploymentJobs.list` `aiplatform.edgeDeviceDebugInfo.get` `aiplatform.edgeDevices.` `aiplatform.edgeDevices.create` `aiplatform.edgeDevices.delete` `aiplatform.edgeDevices.get` `aiplatform.edgeDevices.list` `aiplatform.edgeDevices.update` `aiplatform.endpoints.create` `aiplatform.endpoints.delete` `aiplatform.endpoints.deploy` `aiplatform.endpoints.explain` `aiplatform.endpoints.get` `aiplatform.endpoints.list` `aiplatform.endpoints.predict` `aiplatform.endpoints.undeploy` `aiplatform.endpoints.update` `aiplatform.entityTypes.create` `aiplatform.entityTypes.delete` `aiplatform.entityTypes.deleteFeatureValues` `aiplatform.entityTypes.exportFeatureValues` `aiplatform.entityTypes.get` `aiplatform.entityTypes.importFeatureValues` `aiplatform.entityTypes.list` `aiplatform.entityTypes.readFeatureValues` `aiplatform.entityTypes.streamingReadFeatureValues` `aiplatform.entityTypes.update` `aiplatform.entityTypes.writeFeatureValues` `aiplatform.exampleStores.` `aiplatform.exampleStores.create` `aiplatform.exampleStores.delete` `aiplatform.exampleStores.get` `aiplatform.exampleStores.list` `aiplatform.exampleStores.readExample` `aiplatform.exampleStores.update` `aiplatform.exampleStores.writeExample` `aiplatform.executions.` `aiplatform.executions.addExecutionEvents` `aiplatform.executions.create` `aiplatform.executions.delete` `aiplatform.executions.get` `aiplatform.executions.list` `aiplatform.executions.queryExecutionInputsAndOutputs` `aiplatform.executions.update` `aiplatform.extensions.` `aiplatform.extensions.delete` `aiplatform.extensions.execute` `aiplatform.extensions.get` `aiplatform.extensions.import` `aiplatform.extensions.list` `aiplatform.extensions.update` `aiplatform.featureGroups.create` `aiplatform.featureGroups.delete` `aiplatform.featureGroups.get` `aiplatform.featureGroups.list` `aiplatform.featureGroups.update` `aiplatform.featureOnlineStores.create` `aiplatform.featureOnlineStores.delete` `aiplatform.featureOnlineStores.get` `aiplatform.featureOnlineStores.list` `aiplatform.featureOnlineStores.update` `aiplatform.featureViewSyncs.` `aiplatform.featureViewSyncs.get` `aiplatform.featureViewSyncs.list` `aiplatform.featureViews.create` `aiplatform.featureViews.delete` `aiplatform.featureViews.fetchFeatureValues` `aiplatform.featureViews.get` `aiplatform.featureViews.list` `aiplatform.featureViews.searchNearestEntities` `aiplatform.featureViews.sync` `aiplatform.featureViews.update` `aiplatform.features.` `aiplatform.features.create` `aiplatform.features.delete` `aiplatform.features.get` `aiplatform.features.list` `aiplatform.features.update` `aiplatform.featurestores.batchReadFeatureValues` `aiplatform.featurestores.create` `aiplatform.featurestores.delete` `aiplatform.featurestores.exportFeatures` `aiplatform.featurestores.get` `aiplatform.featurestores.importFeatures` `aiplatform.featurestores.list` `aiplatform.featurestores.readFeatures` `aiplatform.featurestores.update` `aiplatform.featurestores.writeFeatures` `aiplatform.humanInTheLoops.` `aiplatform.humanInTheLoops.cancel` `aiplatform.humanInTheLoops.create` `aiplatform.humanInTheLoops.delete` `aiplatform.humanInTheLoops.get` `aiplatform.humanInTheLoops.list` `aiplatform.humanInTheLoops.queryAnnotationStats` `aiplatform.humanInTheLoops.send` `aiplatform.humanInTheLoops.update` `aiplatform.hyperparameterTuningJobs.` `aiplatform.hyperparameterTuningJobs.cancel` `aiplatform.hyperparameterTuningJobs.create` `aiplatform.hyperparameterTuningJobs.delete` `aiplatform.hyperparameterTuningJobs.get` `aiplatform.hyperparameterTuningJobs.list` `aiplatform.indexEndpoints.` `aiplatform.indexEndpoints.create` `aiplatform.indexEndpoints.delete` `aiplatform.indexEndpoints.deploy` `aiplatform.indexEndpoints.get` `aiplatform.indexEndpoints.list` `aiplatform.indexEndpoints.queryVectors` `aiplatform.indexEndpoints.undeploy` `aiplatform.indexEndpoints.update` `aiplatform.indexes.` `aiplatform.indexes.create` `aiplatform.indexes.delete` `aiplatform.indexes.get` `aiplatform.indexes.list` `aiplatform.indexes.update` `aiplatform.locations.` `aiplatform.locations.evaluateInstances` `aiplatform.locations.get` `aiplatform.locations.list` `aiplatform.metadataSchemas.` `aiplatform.metadataSchemas.create` `aiplatform.metadataSchemas.delete` `aiplatform.metadataSchemas.get` `aiplatform.metadataSchemas.list` `aiplatform.metadataStores.` `aiplatform.metadataStores.create` `aiplatform.metadataStores.delete` `aiplatform.metadataStores.get` `aiplatform.metadataStores.list` `aiplatform.modelDeploymentMonitoringJobs.` `aiplatform.modelDeploymentMonitoringJobs.create` `aiplatform.modelDeploymentMonitoringJobs.delete` `aiplatform.modelDeploymentMonitoringJobs.get` `aiplatform.modelDeploymentMonitoringJobs.list` `aiplatform.modelDeploymentMonitoringJobs.pause` `aiplatform.modelDeploymentMonitoringJobs.resume` `aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies` `aiplatform.modelDeploymentMonitoringJobs.update` `aiplatform.modelEvaluationSlices.` `aiplatform.modelEvaluationSlices.get` `aiplatform.modelEvaluationSlices.import` `aiplatform.modelEvaluationSlices.list` `aiplatform.modelEvaluations.` `aiplatform.modelEvaluations.exportEvaluatedDataItems` `aiplatform.modelEvaluations.get` `aiplatform.modelEvaluations.import` `aiplatform.modelEvaluations.list` `aiplatform.modelMonitoringJobs.` `aiplatform.modelMonitoringJobs.create` `aiplatform.modelMonitoringJobs.delete` `aiplatform.modelMonitoringJobs.get` `aiplatform.modelMonitoringJobs.list` `aiplatform.modelMonitors.` `aiplatform.modelMonitors.create` `aiplatform.modelMonitors.delete` `aiplatform.modelMonitors.get` `aiplatform.modelMonitors.list` `aiplatform.modelMonitors.searchModelMonitoringAlerts` `aiplatform.modelMonitors.searchModelMonitoringStats` `aiplatform.modelMonitors.update` `aiplatform.models.` `aiplatform.models.delete` `aiplatform.models.export` `aiplatform.models.get` `aiplatform.models.list` `aiplatform.models.update` `aiplatform.models.upload` `aiplatform.nasJobs.` `aiplatform.nasJobs.cancel` `aiplatform.nasJobs.create` `aiplatform.nasJobs.delete` `aiplatform.nasJobs.get` `aiplatform.nasJobs.list` `aiplatform.nasTrialDetails.` `aiplatform.nasTrialDetails.get` `aiplatform.nasTrialDetails.list` `aiplatform.notebookExecutionJobs.` `aiplatform.notebookExecutionJobs.create` `aiplatform.notebookExecutionJobs.delete` `aiplatform.notebookExecutionJobs.get` `aiplatform.notebookExecutionJobs.list` `aiplatform.notebookRuntimeTemplates.apply` `aiplatform.notebookRuntimeTemplates.create` `aiplatform.notebookRuntimeTemplates.delete` `aiplatform.notebookRuntimeTemplates.get` `aiplatform.notebookRuntimeTemplates.list` `aiplatform.notebookRuntimeTemplates.update` `aiplatform.notebookRuntimes.` `aiplatform.notebookRuntimes.assign` `aiplatform.notebookRuntimes.delete` `aiplatform.notebookRuntimes.get` `aiplatform.notebookRuntimes.list` `aiplatform.notebookRuntimes.start` `aiplatform.notebookRuntimes.update` `aiplatform.notebookRuntimes.upgrade` `aiplatform.operations.list` `aiplatform.persistentResources.get` `aiplatform.persistentResources.list` `aiplatform.pipelineJobs.` `aiplatform.pipelineJobs.cancel` `aiplatform.pipelineJobs.create` `aiplatform.pipelineJobs.delete` `aiplatform.pipelineJobs.get` `aiplatform.pipelineJobs.list` `aiplatform.provisionedThroughputRevisions.` `aiplatform.provisionedThroughputRevisions.get` `aiplatform.provisionedThroughputRevisions.list` `aiplatform.provisionedThroughputs.get` `aiplatform.provisionedThroughputs.list` `aiplatform.ragCorpora.` `aiplatform.ragCorpora.create` `aiplatform.ragCorpora.delete` `aiplatform.ragCorpora.get` `aiplatform.ragCorpora.list` `aiplatform.ragCorpora.query` `aiplatform.ragCorpora.update` `aiplatform.ragEngineConfigs.get` `aiplatform.ragFiles.` `aiplatform.ragFiles.delete` `aiplatform.ragFiles.get` `aiplatform.ragFiles.import` `aiplatform.ragFiles.list` `aiplatform.ragFiles.upload` `aiplatform.reasoningEngines.` `aiplatform.reasoningEngines.create` `aiplatform.reasoningEngines.delete` `aiplatform.reasoningEngines.get` `aiplatform.reasoningEngines.list` `aiplatform.reasoningEngines.query` `aiplatform.reasoningEngines.update` `aiplatform.schedules.` `aiplatform.schedules.create` `aiplatform.schedules.delete` `aiplatform.schedules.get` `aiplatform.schedules.list` `aiplatform.schedules.update` `aiplatform.sessionEvents.` `aiplatform.sessionEvents.append` `aiplatform.sessionEvents.list` `aiplatform.sessions.` `aiplatform.sessions.create` `aiplatform.sessions.delete` `aiplatform.sessions.get` `aiplatform.sessions.list` `aiplatform.sessions.run` `aiplatform.sessions.update` `aiplatform.specialistPools.` `aiplatform.specialistPools.create` `aiplatform.specialistPools.delete` `aiplatform.specialistPools.get` `aiplatform.specialistPools.list` `aiplatform.specialistPools.update` `aiplatform.studies.` `aiplatform.studies.create` `aiplatform.studies.delete` `aiplatform.studies.get` `aiplatform.studies.list` `aiplatform.studies.update` `aiplatform.tensorboardExperiments.` `aiplatform.tensorboardExperiments.create` `aiplatform.tensorboardExperiments.delete` `aiplatform.tensorboardExperiments.get` `aiplatform.tensorboardExperiments.list` `aiplatform.tensorboardExperiments.update` `aiplatform.tensorboardExperiments.write` `aiplatform.tensorboardRuns.` `aiplatform.tensorboardRuns.batchCreate` `aiplatform.tensorboardRuns.create` `aiplatform.tensorboardRuns.delete` `aiplatform.tensorboardRuns.get` `aiplatform.tensorboardRuns.list` `aiplatform.tensorboardRuns.update` `aiplatform.tensorboardRuns.write` `aiplatform.tensorboardTimeSeries.` `aiplatform.tensorboardTimeSeries.batchCreate` `aiplatform.tensorboardTimeSeries.batchRead` `aiplatform.tensorboardTimeSeries.create` `aiplatform.tensorboardTimeSeries.delete` `aiplatform.tensorboardTimeSeries.get` `aiplatform.tensorboardTimeSeries.list` `aiplatform.tensorboardTimeSeries.read` `aiplatform.tensorboardTimeSeries.update` `aiplatform.tensorboards.create` `aiplatform.tensorboards.delete` `aiplatform.tensorboards.get` `aiplatform.tensorboards.list` `aiplatform.tensorboards.update` `aiplatform.trainingPipelines.` `aiplatform.trainingPipelines.cancel` `aiplatform.trainingPipelines.create` `aiplatform.trainingPipelines.delete` `aiplatform.trainingPipelines.get` `aiplatform.trainingPipelines.list` `aiplatform.trials.` `aiplatform.trials.create` `aiplatform.trials.delete` `aiplatform.trials.get` `aiplatform.trials.list` `aiplatform.trials.update` `aiplatform.tuningJobs.*` `aiplatform.tuningJobs.cancel` `aiplatform.tuningJobs.create` `aiplatform.tuningJobs.delete` `aiplatform.tuningJobs.get` `aiplatform.tuningJobs.list` `aiplatform.tuningJobs.vertexTune` `resourcemanager.projects.get` `resourcemanager.projects.list`
Vertex AI Viewer (`roles/aiplatform.viewer`) Grants access to view all resource in Vertex AI	`aiplatform.agentExamples.get` `aiplatform.agentExamples.list` `aiplatform.agents.get` `aiplatform.agents.list` `aiplatform.annotationSpecs.get` `aiplatform.annotationSpecs.list` `aiplatform.annotations.get` `aiplatform.annotations.list` `aiplatform.apps.get` `aiplatform.apps.list` `aiplatform.artifacts.get` `aiplatform.artifacts.list` `aiplatform.batchPredictionJobs.get` `aiplatform.batchPredictionJobs.list` `aiplatform.cacheConfigs.get` `aiplatform.cachedContents.get` `aiplatform.cachedContents.list` `aiplatform.consents.get` `aiplatform.contexts.get` `aiplatform.contexts.list` `aiplatform.contexts.queryContextLineageSubgraph` `aiplatform.customJobs.get` `aiplatform.customJobs.list` `aiplatform.dataItems.get` `aiplatform.dataItems.list` `aiplatform.dataLabelingJobs.get` `aiplatform.dataLabelingJobs.list` `aiplatform.datasetVersions.get` `aiplatform.datasetVersions.list` `aiplatform.datasets.get` `aiplatform.datasets.list` `aiplatform.deploymentResourcePools.get` `aiplatform.deploymentResourcePools.list` `aiplatform.deploymentResourcePools.queryDeployedModels` `aiplatform.edgeDeploymentJobs.get` `aiplatform.edgeDeploymentJobs.list` `aiplatform.edgeDeviceDebugInfo.get` `aiplatform.edgeDevices.get` `aiplatform.edgeDevices.list` `aiplatform.endpoints.get` `aiplatform.endpoints.list` `aiplatform.entityTypes.get` `aiplatform.entityTypes.list` `aiplatform.exampleStores.get` `aiplatform.exampleStores.list` `aiplatform.exampleStores.readExample` `aiplatform.executions.get` `aiplatform.executions.list` `aiplatform.executions.queryExecutionInputsAndOutputs` `aiplatform.extensions.get` `aiplatform.extensions.list` `aiplatform.featureGroups.get` `aiplatform.featureGroups.list` `aiplatform.featureOnlineStores.get` `aiplatform.featureOnlineStores.list` `aiplatform.featureViewSyncs.` `aiplatform.featureViewSyncs.get` `aiplatform.featureViewSyncs.list` `aiplatform.featureViews.fetchFeatureValues` `aiplatform.featureViews.get` `aiplatform.featureViews.list` `aiplatform.featureViews.searchNearestEntities` `aiplatform.features.get` `aiplatform.features.list` `aiplatform.featurestores.get` `aiplatform.featurestores.list` `aiplatform.humanInTheLoops.get` `aiplatform.humanInTheLoops.list` `aiplatform.hyperparameterTuningJobs.get` `aiplatform.hyperparameterTuningJobs.list` `aiplatform.indexEndpoints.get` `aiplatform.indexEndpoints.list` `aiplatform.indexEndpoints.queryVectors` `aiplatform.indexes.get` `aiplatform.indexes.list` `aiplatform.locations.get` `aiplatform.locations.list` `aiplatform.metadataSchemas.get` `aiplatform.metadataSchemas.list` `aiplatform.metadataStores.get` `aiplatform.metadataStores.list` `aiplatform.modelDeploymentMonitoringJobs.get` `aiplatform.modelDeploymentMonitoringJobs.list` `aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies` `aiplatform.modelEvaluationSlices.get` `aiplatform.modelEvaluationSlices.list` `aiplatform.modelEvaluations.get` `aiplatform.modelEvaluations.list` `aiplatform.modelMonitoringJobs.get` `aiplatform.modelMonitoringJobs.list` `aiplatform.modelMonitors.get` `aiplatform.modelMonitors.list` `aiplatform.modelMonitors.searchModelMonitoringAlerts` `aiplatform.modelMonitors.searchModelMonitoringStats` `aiplatform.models.get` `aiplatform.models.list` `aiplatform.nasJobs.get` `aiplatform.nasJobs.list` `aiplatform.nasTrialDetails.` `aiplatform.nasTrialDetails.get` `aiplatform.nasTrialDetails.list` `aiplatform.notebookExecutionJobs.get` `aiplatform.notebookExecutionJobs.list` `aiplatform.notebookRuntimeTemplates.get` `aiplatform.notebookRuntimeTemplates.list` `aiplatform.notebookRuntimes.get` `aiplatform.notebookRuntimes.list` `aiplatform.operations.list` `aiplatform.persistentResources.get` `aiplatform.persistentResources.list` `aiplatform.pipelineJobs.get` `aiplatform.pipelineJobs.list` `aiplatform.provisionedThroughputRevisions.*` `aiplatform.provisionedThroughputRevisions.get` `aiplatform.provisionedThroughputRevisions.list` `aiplatform.provisionedThroughputs.get` `aiplatform.provisionedThroughputs.list` `aiplatform.ragCorpora.get` `aiplatform.ragCorpora.list` `aiplatform.ragCorpora.query` `aiplatform.ragEngineConfigs.get` `aiplatform.ragFiles.get` `aiplatform.ragFiles.list` `aiplatform.reasoningEngines.get` `aiplatform.reasoningEngines.list` `aiplatform.reasoningEngines.query` `aiplatform.schedules.get` `aiplatform.schedules.list` `aiplatform.sessionEvents.list` `aiplatform.sessions.get` `aiplatform.sessions.list` `aiplatform.specialistPools.get` `aiplatform.specialistPools.list` `aiplatform.specialistPools.update` `aiplatform.studies.get` `aiplatform.studies.list` `aiplatform.tensorboardExperiments.get` `aiplatform.tensorboardExperiments.list` `aiplatform.tensorboardRuns.get` `aiplatform.tensorboardRuns.list` `aiplatform.tensorboardTimeSeries.batchRead` `aiplatform.tensorboardTimeSeries.get` `aiplatform.tensorboardTimeSeries.list` `aiplatform.tensorboardTimeSeries.read` `aiplatform.tensorboards.get` `aiplatform.tensorboards.list` `aiplatform.trainingPipelines.get` `aiplatform.trainingPipelines.list` `aiplatform.trials.get` `aiplatform.trials.list` `aiplatform.tuningJobs.get` `aiplatform.tuningJobs.list` `resourcemanager.projects.get` `resourcemanager.projects.list`

Vertex AI Administrator

(roles/aiplatform.admin)

Grants full access to all resources in Vertex AI

aiplatform.*

aiplatform.agentExamples.create
aiplatform.agentExamples.delete
aiplatform.agentExamples.get
aiplatform.agentExamples.list
aiplatform.agentExamples.update
aiplatform.agents.create
aiplatform.agents.delete
aiplatform.agents.get
aiplatform.agents.list
aiplatform.agents.update
aiplatform.annotationSpecs.create
aiplatform.annotationSpecs.delete
aiplatform.annotationSpecs.get
aiplatform.annotationSpecs.list
aiplatform.annotationSpecs.update
aiplatform.annotations.create
aiplatform.annotations.delete
aiplatform.annotations.get
aiplatform.annotations.list
aiplatform.annotations.update
aiplatform.apps.create
aiplatform.apps.delete
aiplatform.apps.get
aiplatform.apps.list
aiplatform.apps.update
aiplatform.artifacts.create
aiplatform.artifacts.delete
aiplatform.artifacts.get
aiplatform.artifacts.list
aiplatform.artifacts.update
aiplatform.batchPredictionJobs.cancel
aiplatform.batchPredictionJobs.create
aiplatform.batchPredictionJobs.delete
aiplatform.batchPredictionJobs.get
aiplatform.batchPredictionJobs.list
aiplatform.cacheConfigs.get
aiplatform.cacheConfigs.update
aiplatform.cachedContents.create
aiplatform.cachedContents.delete
aiplatform.cachedContents.get
aiplatform.cachedContents.list
aiplatform.cachedContents.update
aiplatform.consents.get
aiplatform.consents.update
aiplatform.contexts.addContextArtifactsAndExecutions
aiplatform.contexts.addContextChildren
aiplatform.contexts.create
aiplatform.contexts.delete
aiplatform.contexts.get
aiplatform.contexts.list
aiplatform.contexts.queryContextLineageSubgraph
aiplatform.contexts.update
aiplatform.customJobs.cancel
aiplatform.customJobs.create
aiplatform.customJobs.delete
aiplatform.customJobs.get
aiplatform.customJobs.list
aiplatform.dataItems.create
aiplatform.dataItems.delete
aiplatform.dataItems.get
aiplatform.dataItems.list
aiplatform.dataItems.update
aiplatform.dataLabelingJobs.cancel
aiplatform.dataLabelingJobs.create
aiplatform.dataLabelingJobs.delete
aiplatform.dataLabelingJobs.get
aiplatform.dataLabelingJobs.list
aiplatform.datasetVersions.create
aiplatform.datasetVersions.delete
aiplatform.datasetVersions.get
aiplatform.datasetVersions.list
aiplatform.datasetVersions.restore
aiplatform.datasets.create
aiplatform.datasets.delete
aiplatform.datasets.export
aiplatform.datasets.get
aiplatform.datasets.import
aiplatform.datasets.list
aiplatform.datasets.update
aiplatform.deploymentResourcePools.create
aiplatform.deploymentResourcePools.delete
aiplatform.deploymentResourcePools.get
aiplatform.deploymentResourcePools.list
aiplatform.deploymentResourcePools.queryDeployedModels
aiplatform.deploymentResourcePools.update
aiplatform.edgeDeploymentJobs.create
aiplatform.edgeDeploymentJobs.delete
aiplatform.edgeDeploymentJobs.get
aiplatform.edgeDeploymentJobs.list
aiplatform.edgeDeviceDebugInfo.get
aiplatform.edgeDevices.create
aiplatform.edgeDevices.delete
aiplatform.edgeDevices.get
aiplatform.edgeDevices.list
aiplatform.edgeDevices.update
aiplatform.endpoints.create
aiplatform.endpoints.delete
aiplatform.endpoints.deploy
aiplatform.endpoints.explain
aiplatform.endpoints.get
aiplatform.endpoints.getIamPolicy
aiplatform.endpoints.list
aiplatform.endpoints.predict
aiplatform.endpoints.setIamPolicy
aiplatform.endpoints.undeploy
aiplatform.endpoints.update
aiplatform.entityTypes.create
aiplatform.entityTypes.delete
aiplatform.entityTypes.deleteFeatureValues
aiplatform.entityTypes.exportFeatureValues
aiplatform.entityTypes.get
aiplatform.entityTypes.getIamPolicy
aiplatform.entityTypes.importFeatureValues
aiplatform.entityTypes.list
aiplatform.entityTypes.readFeatureValues
aiplatform.entityTypes.setIamPolicy
aiplatform.entityTypes.streamingReadFeatureValues
aiplatform.entityTypes.update
aiplatform.entityTypes.writeFeatureValues
aiplatform.exampleStores.create
aiplatform.exampleStores.delete
aiplatform.exampleStores.get
aiplatform.exampleStores.list
aiplatform.exampleStores.readExample
aiplatform.exampleStores.update
aiplatform.exampleStores.writeExample
aiplatform.executions.addExecutionEvents
aiplatform.executions.create
aiplatform.executions.delete
aiplatform.executions.get
aiplatform.executions.list
aiplatform.executions.queryExecutionInputsAndOutputs
aiplatform.executions.update
aiplatform.extensions.delete
aiplatform.extensions.execute
aiplatform.extensions.get
aiplatform.extensions.import
aiplatform.extensions.list
aiplatform.extensions.update
aiplatform.featureGroups.create
aiplatform.featureGroups.delete
aiplatform.featureGroups.get
aiplatform.featureGroups.getIamPolicy
aiplatform.featureGroups.list
aiplatform.featureGroups.setIamPolicy
aiplatform.featureGroups.update
aiplatform.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.evaluateInstances
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.provisionedThroughputRevisions.get
aiplatform.provisionedThroughputRevisions.list
aiplatform.provisionedThroughputs.cancel
aiplatform.provisionedThroughputs.create
aiplatform.provisionedThroughputs.get
aiplatform.provisionedThroughputs.list
aiplatform.provisionedThroughputs.update
aiplatform.ragCorpora.create
aiplatform.ragCorpora.delete
aiplatform.ragCorpora.get
aiplatform.ragCorpora.list
aiplatform.ragCorpora.query
aiplatform.ragCorpora.update
aiplatform.ragEngineConfigs.get
aiplatform.ragEngineConfigs.update
aiplatform.ragFiles.delete
aiplatform.ragFiles.get
aiplatform.ragFiles.import
aiplatform.ragFiles.list
aiplatform.ragFiles.upload
aiplatform.reasoningEngines.create
aiplatform.reasoningEngines.delete
aiplatform.reasoningEngines.get
aiplatform.reasoningEngines.list
aiplatform.reasoningEngines.query
aiplatform.reasoningEngines.update
aiplatform.schedules.create
aiplatform.schedules.delete
aiplatform.schedules.get
aiplatform.schedules.list
aiplatform.schedules.update
aiplatform.sessionEvents.append
aiplatform.sessionEvents.list
aiplatform.sessions.create
aiplatform.sessions.delete
aiplatform.sessions.get
aiplatform.sessions.list
aiplatform.sessions.run
aiplatform.sessions.update
aiplatform.specialistPools.create
aiplatform.specialistPools.delete
aiplatform.specialistPools.get
aiplatform.specialistPools.list
aiplatform.specialistPools.update
aiplatform.studies.create
aiplatform.studies.delete
aiplatform.studies.get
aiplatform.studies.list
aiplatform.studies.update
aiplatform.tensorboardExperiments.create
aiplatform.tensorboardExperiments.delete
aiplatform.tensorboardExperiments.get
aiplatform.tensorboardExperiments.list
aiplatform.tensorboardExperiments.update
aiplatform.tensorboardExperiments.write
aiplatform.tensorboardRuns.batchCreate
aiplatform.tensorboardRuns.create
aiplatform.tensorboardRuns.delete
aiplatform.tensorboardRuns.get
aiplatform.tensorboardRuns.list
aiplatform.tensorboardRuns.update
aiplatform.tensorboardRuns.write
aiplatform.tensorboardTimeSeries.batchCreate
aiplatform.tensorboardTimeSeries.batchRead
aiplatform.tensorboardTimeSeries.create
aiplatform.tensorboardTimeSeries.delete
aiplatform.tensorboardTimeSeries.get
aiplatform.tensorboardTimeSeries.list
aiplatform.tensorboardTimeSeries.read
aiplatform.tensorboardTimeSeries.update
aiplatform.tensorboards.create
aiplatform.tensorboards.delete
aiplatform.tensorboards.get
aiplatform.tensorboards.list
aiplatform.tensorboards.recordAccess
aiplatform.tensorboards.update
aiplatform.trainingPipelines.cancel
aiplatform.trainingPipelines.create
aiplatform.trainingPipelines.delete
aiplatform.trainingPipelines.get
aiplatform.trainingPipelines.list
aiplatform.trials.create
aiplatform.trials.delete
aiplatform.trials.get
aiplatform.trials.list
aiplatform.trials.update
aiplatform.tuningJobs.cancel
aiplatform.tuningJobs.create
aiplatform.tuningJobs.delete
aiplatform.tuningJobs.get
aiplatform.tuningJobs.list
aiplatform.tuningJobs.vertexTune

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Batch Prediction Service Agent

(roles/aiplatform.batchPredictionServiceAgent)

Vertex AI Batch Prediction Service Agent for serving batch prediction requests.

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.models.create

bigquery.models.export

bigquery.models.getData

bigquery.readsessions.create

bigquery.readsessions.getData

bigquery.tables.create

bigquery.tables.createSnapshot

bigquery.tables.deleteSnapshot

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.restoreSnapshot

bigquery.tables.update

bigquery.tables.updateData

storage.buckets.create

storage.buckets.delete

storage.buckets.get

storage.buckets.list

storage.buckets.update

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.list

storage.objects.update

Colab Enterprise Admin

(roles/aiplatform.colabEnterpriseAdmin)

Admin role of using colab enterprise.

aiplatform.notebookExecutionJobs.*

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

aiplatform.notebookRuntimeTemplates.*

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

aiplatform.notebookRuntimes.*

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

aiplatform.operations.list

aiplatform.pipelineJobs.create

aiplatform.schedules.*

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

compute.reservations.get

compute.reservations.list

dataform.*

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

resourcemanager.projects.get

resourcemanager.projects.list

Colab Enterprise User

(roles/aiplatform.colabEnterpriseUser)

User role of using colab enterprise.

aiplatform.notebookExecutionJobs.*

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

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.getIamPolicy

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimes.assign

aiplatform.notebookRuntimes.get

aiplatform.notebookRuntimes.list

aiplatform.operations.list

aiplatform.pipelineJobs.create

aiplatform.schedules.*

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

dataform.commentThreads.get

dataform.commentThreads.list

dataform.comments.get

dataform.comments.list

dataform.locations.*

dataform.locations.get
dataform.locations.list

dataform.repositories.create

dataform.repositories.list

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Colab Service Agent

(roles/aiplatform.colabServiceAgent)

Gives Vertex AI Colab the proper permissions to function.

compute.addresses.get

compute.addresses.list

compute.addresses.use

compute.addresses.useInternal

compute.disks.create

compute.disks.createSnapshot

compute.disks.createTagBinding

compute.disks.delete

compute.disks.get

compute.disks.setLabels

compute.disks.use

compute.disks.useReadOnly

compute.globalOperations.get

compute.instances.attachDisk

compute.instances.create

compute.instances.createTagBinding

compute.instances.delete

compute.instances.detachDisk

compute.instances.get

compute.instances.getGuestAttributes

compute.instances.reset

compute.instances.setLabels

compute.instances.setMetadata

compute.instances.setServiceAccount

compute.instances.setTags

compute.instances.start

compute.instances.stop

compute.instances.useReadOnly

compute.networks.get

compute.networks.use

compute.networks.useExternalIp

compute.snapshots.create

compute.snapshots.delete

compute.snapshots.useReadOnly

compute.subnetworks.get

compute.subnetworks.list

compute.subnetworks.use

compute.subnetworks.useExternalIp

compute.zoneOperations.get

compute.zoneOperations.list

iam.serviceAccounts.actAs

notebooks.instances.create

notebooks.instances.delete

notebooks.instances.get

Vertex AI Custom Code Service Agent

(roles/aiplatform.customCodeServiceAgent)

Gives Vertex AI Custom Code the proper permissions.

aiplatform.agentExamples.*

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

aiplatform.agents.*

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

aiplatform.annotationSpecs.*

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

aiplatform.annotations.*

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

aiplatform.apps.*

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

aiplatform.artifacts.*

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

aiplatform.batchPredictionJobs.*

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

aiplatform.cacheConfigs.get

aiplatform.cachedContents.*

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

aiplatform.consents.get

aiplatform.contexts.*

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

aiplatform.customJobs.*

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

aiplatform.dataItems.*

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

aiplatform.dataLabelingJobs.*

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

aiplatform.datasetVersions.*

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

aiplatform.datasets.*

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

aiplatform.deploymentResourcePools.*

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

aiplatform.edgeDeploymentJobs.*

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

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.*

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

aiplatform.endpoints.create

aiplatform.endpoints.delete

aiplatform.endpoints.deploy

aiplatform.endpoints.explain

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.endpoints.predict

aiplatform.endpoints.undeploy

aiplatform.endpoints.update

aiplatform.entityTypes.create

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.list

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.exampleStores.*

aiplatform.exampleStores.create
aiplatform.exampleStores.delete
aiplatform.exampleStores.get
aiplatform.exampleStores.list
aiplatform.exampleStores.readExample
aiplatform.exampleStores.update
aiplatform.exampleStores.writeExample

aiplatform.executions.*

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

aiplatform.extensions.*

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

aiplatform.featureGroups.create

aiplatform.featureGroups.delete

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureGroups.update

aiplatform.featureOnlineStores.create

aiplatform.featureOnlineStores.delete

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureOnlineStores.update

aiplatform.featureViewSyncs.*

aiplatform.featureViewSyncs.get
aiplatform.featureViewSyncs.list

aiplatform.featureViews.create

aiplatform.featureViews.delete

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.featureViews.sync

aiplatform.featureViews.update

aiplatform.features.*

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

aiplatform.featurestores.batchReadFeatureValues

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.exportFeatures

aiplatform.featurestores.get

aiplatform.featurestores.importFeatures

aiplatform.featurestores.list

aiplatform.featurestores.readFeatures

aiplatform.featurestores.update

aiplatform.featurestores.writeFeatures

aiplatform.humanInTheLoops.*

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

aiplatform.hyperparameterTuningJobs.*

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

aiplatform.indexEndpoints.*

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

aiplatform.indexes.*

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

aiplatform.locations.*

aiplatform.locations.evaluateInstances
aiplatform.locations.get
aiplatform.locations.list

aiplatform.metadataSchemas.*

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

aiplatform.metadataStores.*

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

aiplatform.modelDeploymentMonitoringJobs.*

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

aiplatform.modelEvaluationSlices.*

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

aiplatform.modelEvaluations.*

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

aiplatform.modelMonitoringJobs.*

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

aiplatform.modelMonitors.*

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

aiplatform.models.*

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

aiplatform.nasJobs.*

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

aiplatform.nasTrialDetails.*

aiplatform.nasTrialDetails.get
aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.*

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

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.create

aiplatform.notebookRuntimeTemplates.delete

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

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

aiplatform.operations.list

aiplatform.persistentResources.get

aiplatform.persistentResources.list

aiplatform.pipelineJobs.*

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

aiplatform.provisionedThroughputRevisions.*

aiplatform.provisionedThroughputRevisions.get
aiplatform.provisionedThroughputRevisions.list

aiplatform.provisionedThroughputs.get

aiplatform.provisionedThroughputs.list

aiplatform.ragCorpora.*

aiplatform.ragCorpora.create
aiplatform.ragCorpora.delete
aiplatform.ragCorpora.get
aiplatform.ragCorpora.list
aiplatform.ragCorpora.query
aiplatform.ragCorpora.update

aiplatform.ragEngineConfigs.get

aiplatform.ragFiles.*

aiplatform.ragFiles.delete
aiplatform.ragFiles.get
aiplatform.ragFiles.import
aiplatform.ragFiles.list
aiplatform.ragFiles.upload

aiplatform.reasoningEngines.*

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

aiplatform.schedules.*

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

aiplatform.sessionEvents.*

aiplatform.sessionEvents.append
aiplatform.sessionEvents.list

aiplatform.sessions.*

aiplatform.sessions.create
aiplatform.sessions.delete
aiplatform.sessions.get
aiplatform.sessions.list
aiplatform.sessions.run
aiplatform.sessions.update

aiplatform.specialistPools.*

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

aiplatform.studies.*

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

aiplatform.tensorboardExperiments.*

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

aiplatform.tensorboardRuns.*

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

aiplatform.tensorboardTimeSeries.*

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

aiplatform.tensorboards.create

aiplatform.tensorboards.delete

aiplatform.tensorboards.get

aiplatform.tensorboards.list

aiplatform.tensorboards.update

aiplatform.trainingPipelines.*

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

aiplatform.trials.*

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

aiplatform.tuningJobs.*

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

artifactregistry.repositories.downloadArtifacts

artifactregistry.repositories.get

artifactregistry.repositories.list

artifactregistry.tags.get

artifactregistry.versions.get

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.readsessions.create

bigquery.readsessions.getData

bigquery.tables.create

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.update

bigquery.tables.updateData

iam.serviceAccounts.get

iam.serviceAccounts.getAccessToken

iam.serviceAccounts.getOpenIdToken

iam.serviceAccounts.implicitDelegation

iam.serviceAccounts.list

iam.serviceAccounts.signBlob

iam.serviceAccounts.signJwt

logging.logEntries.create

logging.logEntries.route

monitoring.metricDescriptors.create

monitoring.metricDescriptors.get

monitoring.metricDescriptors.list

monitoring.monitoredResourceDescriptors.*

monitoring.monitoredResourceDescriptors.get
monitoring.monitoredResourceDescriptors.list

monitoring.timeSeries.create

resourcemanager.projects.get

resourcemanager.projects.list

serviceusage.services.use

storage.buckets.create

storage.buckets.delete

storage.buckets.get

storage.buckets.list

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.list

storage.objects.update

Vertex AI Feature Store EntityType owner

(roles/aiplatform.entityTypeOwner)

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

Lowest-level resources where you can grant this role:

Entity type

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.getIamPolicy

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.setIamPolicy

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

aiplatform.featureViewSyncs.get
aiplatform.featureViewSyncs.list

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.*

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

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Platform Express Admin ^Beta

(roles/aiplatform.expressAdmin)

Grants admin access to Vertex AI Express

aiplatform.batchPredictionJobs.*

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

aiplatform.datasetVersions.*

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

aiplatform.datasets.create

aiplatform.datasets.delete

aiplatform.datasets.get

aiplatform.datasets.list

aiplatform.datasets.update

aiplatform.endpoints.predict

aiplatform.locations.evaluateInstances

Vertex AI Platform Express User ^Beta

(roles/aiplatform.expressUser)

Grants user access to Vertex AI Express

aiplatform.endpoints.predict

Vertex AI Extension Custom Code Service Agent

(roles/aiplatform.extensionCustomCodeServiceAgent)

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

logging.logEntries.create

logging.logEntries.route

orgpolicy.policy.get

resourcemanager.projects.get

resourcemanager.projects.list

storage.folders.*

storage.folders.create
storage.folders.delete
storage.folders.get
storage.folders.list
storage.folders.rename

storage.managedFolders.create

storage.managedFolders.delete

storage.managedFolders.get

storage.managedFolders.list

storage.multipartUploads.*

storage.multipartUploads.abort
storage.multipartUploads.create
storage.multipartUploads.list
storage.multipartUploads.listParts

storage.objects.*

storage.objects.create
storage.objects.delete
storage.objects.get
storage.objects.getIamPolicy
storage.objects.list
storage.objects.move
storage.objects.overrideUnlockedRetention
storage.objects.restore
storage.objects.setIamPolicy
storage.objects.setRetention
storage.objects.update

Vertex AI Extension Service Agent

(roles/aiplatform.extensionServiceAgent)

Gives Vertex AI Extension the permissions it needs to function.

aiplatform.endpoints.predict

aiplatform.locations.get

aiplatform.ragCorpora.query

discoveryengine.servingConfigs.search

iam.serviceAccounts.getAccessToken

iam.serviceAccounts.getOpenIdToken

logging.logEntries.create

logging.logEntries.route

serviceusage.services.use

storage.objects.get

Vertex AI Feature Store Admin

(roles/aiplatform.featurestoreAdmin)

Grants full access to all resources in Vertex AI Feature Store

Lowest-level resources where you can grant this role:

Entity type

aiplatform.entityTypes.*

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

aiplatform.featureGroups.*

aiplatform.featureGroups.create
aiplatform.featureGroups.delete
aiplatform.featureGroups.get
aiplatform.featureGroups.getIamPolicy
aiplatform.featureGroups.list
aiplatform.featureGroups.setIamPolicy
aiplatform.featureGroups.update

aiplatform.featureOnlineStores.*

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

aiplatform.featureViewSyncs.*

aiplatform.featureViewSyncs.get
aiplatform.featureViewSyncs.list

aiplatform.featureViews.*

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

aiplatform.features.*

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

aiplatform.featurestores.*

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

aiplatform.operations.list

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Feature Store Data Viewer

(roles/aiplatform.featurestoreDataViewer)

This role provides permissions to read Feature data.

Lowest-level resources where you can grant this role:

Entity type

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

aiplatform.featureViewSyncs.get
aiplatform.featureViewSyncs.list

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Feature Store Data Writer

(roles/aiplatform.featurestoreDataWriter)

This role provides permissions to read and write Feature data.

Lowest-level resources where you can grant this role:

Entity type

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.writeFeatureValues

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

aiplatform.featureViewSyncs.get
aiplatform.featureViewSyncs.list

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.batchReadFeatureValues

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Feature Store Instance Creator

(roles/aiplatform.featurestoreInstanceCreator)

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

Lowest-level resources where you can grant this role:

Featurestore

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.get

aiplatform.featurestores.list

aiplatform.featurestores.update

Vertex AI Feature Store Resource Viewer

(roles/aiplatform.featurestoreResourceViewer)

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

Lowest-level resources where you can grant this role:

Entity type

aiplatform.entityTypes.get

aiplatform.entityTypes.list

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

aiplatform.featureViewSyncs.get
aiplatform.featureViewSyncs.list

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.get

aiplatform.featurestores.list

aiplatform.operations.list

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Feature Store User ^Beta

(roles/aiplatform.featurestoreUser)

Deprecated. Use featurestoreAdmin instead.

aiplatform.entityTypes.*

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

aiplatform.features.*

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

aiplatform.featurestores.*

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

aiplatform.operations.list

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Migration Service User

(roles/aiplatform.migrator)

Grants access to use migration service in Vertex AI

aiplatform.migratableResources.*

aiplatform.migratableResources.migrate
aiplatform.migratableResources.search

Vertex AI Model Monitoring Service Agent

(roles/aiplatform.modelMonitoringServiceAgent)

Gives Vertex AI Model Monitoring the permissions it needs to function.

aiplatform.batchPredictionJobs.create

aiplatform.batchPredictionJobs.get

aiplatform.batchPredictionJobs.list

aiplatform.locations.evaluateInstances

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.tables.create

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.update

bigquery.tables.updateData

monitoring.notificationChannels.get

serviceusage.services.use

storage.buckets.create

storage.buckets.delete

storage.buckets.get

storage.buckets.list

storage.buckets.update

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.list

storage.objects.update

Notebook Executor User ^Beta

(roles/aiplatform.notebookExecutorUser)

Grants users full access to schedules and notebook execution jobs.

aiplatform.notebookExecutionJobs.*

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

aiplatform.operations.list

aiplatform.pipelineJobs.create

aiplatform.schedules.*

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

Notebook Runtime Admin

(roles/aiplatform.notebookRuntimeAdmin)

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

aiplatform.notebookRuntimeTemplates.*

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

aiplatform.notebookRuntimes.*

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

aiplatform.operations.list

compute.reservations.get

compute.reservations.list

Notebook Runtime User

(roles/aiplatform.notebookRuntimeUser)

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

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.getIamPolicy

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimes.assign

aiplatform.notebookRuntimes.get

aiplatform.notebookRuntimes.list

aiplatform.operations.list

Vertex AI Notebook Service Agent

(roles/aiplatform.notebookServiceAgent)

Vertex AI Service Agent used to run Notebook managed resources in user project with restricted permissions.

logging.logEntries.create

logging.logEntries.route

monitoring.metricDescriptors.create

monitoring.metricDescriptors.get

monitoring.metricDescriptors.list

monitoring.monitoredResourceDescriptors.*

monitoring.monitoredResourceDescriptors.get
monitoring.monitoredResourceDescriptors.list

monitoring.timeSeries.create

Vertex AI Online Prediction Service Agent

(roles/aiplatform.onlinePredictionServiceAgent)

Gives Vertex AI Online Prediction the permissions it needs to function.

gkehub.features.get

gkehub.features.getIamPolicy

gkehub.features.list

gkehub.fleet.get

gkehub.gateway.delete

gkehub.gateway.generateCredentials

gkehub.gateway.get

gkehub.gateway.patch

gkehub.gateway.post

gkehub.gateway.put

gkehub.locations.*

gkehub.locations.get
gkehub.locations.list

gkehub.memberships.get

gkehub.memberships.getIamPolicy

gkehub.memberships.list

serviceusage.services.get

Vertex AI Platform Provisioned Throughput Admin ^Beta

(roles/aiplatform.provisionedThroughputAdmin)

Grants access to use all resources related to Vertex AI Provisioned Throughput

aiplatform.provisionedThroughputRevisions.*

aiplatform.provisionedThroughputRevisions.get
aiplatform.provisionedThroughputRevisions.list

aiplatform.provisionedThroughputs.*

aiplatform.provisionedThroughputs.cancel
aiplatform.provisionedThroughputs.create
aiplatform.provisionedThroughputs.get
aiplatform.provisionedThroughputs.list
aiplatform.provisionedThroughputs.update

Vertex AI RAG Data Service Agent

(roles/aiplatform.ragServiceAgent)

Vertex AI Service Agent used by Vertex RAG to access user imported data, Vertex AI, Document AI processors in the project

aiplatform.endpoints.get

aiplatform.endpoints.predict

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.sync

aiplatform.featureViews.update

aiplatform.indexEndpoints.*

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

aiplatform.indexes.*

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

aiplatform.models.get

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.readsessions.create

bigquery.readsessions.getData

bigquery.tables.create

bigquery.tables.createSnapshot

bigquery.tables.deleteSnapshot

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.restoreSnapshot

bigquery.tables.update

bigquery.tables.updateData

documentai.processorVersions.processOnline

documentai.processors.get

documentai.processors.processOnline

logging.logEntries.create

logging.logEntries.route

storage.buckets.get

storage.buckets.list

storage.objects.get

storage.objects.list

Vertex AI Rapid Eval Service Agent

(roles/aiplatform.rapidevalServiceAgent)

Vertex AI Service Agent used by GenAI Rapid Evaluation Service to access publisher model endpoints in the user project

aiplatform.endpoints.predict

Vertex AI Reasoning Engine Service Agent

(roles/aiplatform.reasoningEngineServiceAgent)

Gives Vertex AI Reasoning Engine the proper permissions to function.

aiplatform.endpoints.create

aiplatform.endpoints.delete

aiplatform.endpoints.deploy

aiplatform.endpoints.explain

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.endpoints.predict

aiplatform.endpoints.undeploy

aiplatform.endpoints.update

aiplatform.sessionEvents.*

aiplatform.sessionEvents.append
aiplatform.sessionEvents.list

aiplatform.sessions.create

aiplatform.sessions.delete

aiplatform.sessions.get

aiplatform.sessions.list

aiplatform.sessions.update

cloudtrace.traces.patch

logging.logEntries.create

logging.logEntries.route

monitoring.metricDescriptors.create

monitoring.metricDescriptors.get

monitoring.metricDescriptors.list

monitoring.monitoredResourceDescriptors.*

monitoring.monitoredResourceDescriptors.get
monitoring.monitoredResourceDescriptors.list

monitoring.timeSeries.create

serviceusage.services.use

storage.buckets.get

storage.buckets.list

storage.objects.get

storage.objects.list

Vertex AI Service Agent

(roles/aiplatform.serviceAgent)

Gives Vertex AI the permissions it needs to function.

aiplatform.agentExamples.*

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

aiplatform.agents.*

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

aiplatform.annotationSpecs.*

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

aiplatform.annotations.*

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

aiplatform.apps.*

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

aiplatform.artifacts.*

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

aiplatform.batchPredictionJobs.*

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

aiplatform.cacheConfigs.get

aiplatform.cachedContents.*

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

aiplatform.consents.get

aiplatform.contexts.*

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

aiplatform.customJobs.*

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

aiplatform.dataItems.*

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

aiplatform.dataLabelingJobs.*

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

aiplatform.datasetVersions.*

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

aiplatform.datasets.*

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

aiplatform.deploymentResourcePools.*

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

aiplatform.edgeDeploymentJobs.*

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

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.*

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

aiplatform.endpoints.create

aiplatform.endpoints.delete

aiplatform.endpoints.deploy

aiplatform.endpoints.explain

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.endpoints.predict

aiplatform.endpoints.undeploy

aiplatform.endpoints.update

aiplatform.entityTypes.create

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.list

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.exampleStores.*

aiplatform.exampleStores.create
aiplatform.exampleStores.delete
aiplatform.exampleStores.get
aiplatform.exampleStores.list
aiplatform.exampleStores.readExample
aiplatform.exampleStores.update
aiplatform.exampleStores.writeExample

aiplatform.executions.*

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

aiplatform.extensions.*

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

aiplatform.featureGroups.create

aiplatform.featureGroups.delete

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureGroups.update

aiplatform.featureOnlineStores.create

aiplatform.featureOnlineStores.delete

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureOnlineStores.update

aiplatform.featureViewSyncs.*

aiplatform.featureViewSyncs.get
aiplatform.featureViewSyncs.list

aiplatform.featureViews.create

aiplatform.featureViews.delete

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.featureViews.sync

aiplatform.featureViews.update

aiplatform.features.*

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

aiplatform.featurestores.batchReadFeatureValues

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.exportFeatures

aiplatform.featurestores.get

aiplatform.featurestores.importFeatures

aiplatform.featurestores.list

aiplatform.featurestores.readFeatures

aiplatform.featurestores.update

aiplatform.featurestores.writeFeatures

aiplatform.humanInTheLoops.*

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

aiplatform.hyperparameterTuningJobs.*

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

aiplatform.indexEndpoints.*

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

aiplatform.indexes.*

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

aiplatform.locations.*

aiplatform.locations.evaluateInstances
aiplatform.locations.get
aiplatform.locations.list

aiplatform.metadataSchemas.*

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

aiplatform.metadataStores.*

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

aiplatform.modelDeploymentMonitoringJobs.*

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

aiplatform.modelEvaluationSlices.*

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

aiplatform.modelEvaluations.*

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

aiplatform.modelMonitoringJobs.*

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

aiplatform.modelMonitors.*

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

aiplatform.models.*

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

aiplatform.nasJobs.*

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

aiplatform.nasTrialDetails.*

aiplatform.nasTrialDetails.get
aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.*

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

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.create

aiplatform.notebookRuntimeTemplates.delete

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

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

aiplatform.operations.list

aiplatform.persistentResources.get

aiplatform.persistentResources.list

aiplatform.pipelineJobs.*

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

aiplatform.provisionedThroughputRevisions.*

aiplatform.provisionedThroughputRevisions.get
aiplatform.provisionedThroughputRevisions.list

aiplatform.provisionedThroughputs.get

aiplatform.provisionedThroughputs.list

aiplatform.ragCorpora.*

aiplatform.ragCorpora.create
aiplatform.ragCorpora.delete
aiplatform.ragCorpora.get
aiplatform.ragCorpora.list
aiplatform.ragCorpora.query
aiplatform.ragCorpora.update

aiplatform.ragEngineConfigs.get

aiplatform.ragFiles.*

aiplatform.ragFiles.delete
aiplatform.ragFiles.get
aiplatform.ragFiles.import
aiplatform.ragFiles.list
aiplatform.ragFiles.upload

aiplatform.reasoningEngines.*

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

aiplatform.schedules.*

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

aiplatform.sessionEvents.*

aiplatform.sessionEvents.append
aiplatform.sessionEvents.list

aiplatform.sessions.*

aiplatform.sessions.create
aiplatform.sessions.delete
aiplatform.sessions.get
aiplatform.sessions.list
aiplatform.sessions.run
aiplatform.sessions.update

aiplatform.specialistPools.*

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

aiplatform.studies.*

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

aiplatform.tensorboardExperiments.*

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

aiplatform.tensorboardRuns.*

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

aiplatform.tensorboardTimeSeries.*

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

aiplatform.tensorboards.create

aiplatform.tensorboards.delete

aiplatform.tensorboards.get

aiplatform.tensorboards.list

aiplatform.tensorboards.update

aiplatform.trainingPipelines.*

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

aiplatform.trials.*

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

aiplatform.tuningJobs.*

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

artifactregistry.repositories.create

artifactregistry.repositories.downloadArtifacts

artifactregistry.repositories.get

artifactregistry.repositories.list

artifactregistry.repositories.uploadArtifacts

artifactregistry.tags.get

artifactregistry.versions.get

automl.datasets.export

automl.datasets.get

automl.datasets.list

automl.modelEvaluations.list

automl.models.get

automl.models.list

automl.operations.get

automl.tableSpecs.get

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.models.create

bigquery.models.export

bigquery.models.getData

bigquery.objectRefs.read

bigquery.readsessions.create

bigquery.readsessions.getData

bigquery.tables.create

bigquery.tables.export

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.update

bigquery.tables.updateData

bigtable.tables.get

bigtable.tables.list

bigtable.tables.readRows

compute.addresses.get

compute.addresses.list

compute.addresses.use

compute.addresses.useInternal

compute.disks.create

compute.disks.createSnapshot

compute.disks.createTagBinding

compute.disks.delete

compute.disks.get

compute.disks.setLabels

compute.disks.use

compute.disks.useReadOnly

compute.globalOperations.get

compute.instances.attachDisk

compute.instances.create

compute.instances.createTagBinding

compute.instances.delete

compute.instances.detachDisk

compute.instances.get

compute.instances.getGuestAttributes

compute.instances.setLabels

compute.instances.setMetadata

compute.instances.setServiceAccount

compute.instances.setTags

compute.instances.start

compute.instances.stop

compute.instances.useReadOnly

compute.machineTypes.get

compute.networks.get

compute.networks.use

compute.networks.useExternalIp

compute.snapshots.create

compute.snapshots.delete

compute.snapshots.useReadOnly

compute.subnetworks.get

compute.subnetworks.list

compute.subnetworks.use

compute.subnetworks.useExternalIp

compute.zoneOperations.get

dataflow.jobs.*

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

dataflow.messages.list

dataflow.metrics.get

dataflow.snapshots.*

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

datalabeling.annotateddatasets.get

datalabeling.datasets.export

datalabeling.datasets.get

datalabeling.datasets.list

datalabeling.operations.get

iam.serviceAccounts.actAs

iam.serviceAccounts.getAccessToken

iam.serviceAccounts.getOpenIdToken

logging.logEntries.create

logging.logEntries.route

ml.models.list

ml.operations.get

ml.versions.get

ml.versions.list

monitoring.metricDescriptors.create

monitoring.metricDescriptors.get

monitoring.metricDescriptors.list

monitoring.monitoredResourceDescriptors.*

monitoring.monitoredResourceDescriptors.get
monitoring.monitoredResourceDescriptors.list

monitoring.notificationChannels.get

monitoring.timeSeries.create

notebooks.instances.create

notebooks.instances.delete

notebooks.instances.get

resourcemanager.projects.get

resourcemanager.projects.list

run.executions.delete

run.executions.get

run.jobs.create

run.jobs.delete

run.jobs.get

run.jobs.run

run.jobs.update

run.operations.delete

run.operations.get

run.routes.invoke

run.services.create

run.services.delete

run.services.get

serviceusage.services.list

serviceusage.services.use

storage.buckets.create

storage.buckets.delete

storage.buckets.get

storage.buckets.list

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.list

storage.objects.update

Vertex AI Tensorboard Web App User ^Beta

(roles/aiplatform.tensorboardWebAppUser)

Grants access to the Vertex AI TensorBoard web app.

aiplatform.tensorboards.recordAccess

Vertex AI Tuning Service Agent

(roles/aiplatform.tuningServiceAgent)

Vertex AI Service Agent used for tuning in user project.

aiplatform.artifacts.*

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

aiplatform.batchPredictionJobs.cancel

aiplatform.batchPredictionJobs.create

aiplatform.batchPredictionJobs.get

aiplatform.contexts.*

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

aiplatform.endpoints.create

aiplatform.endpoints.deploy

aiplatform.endpoints.get

aiplatform.locations.evaluateInstances

aiplatform.locations.get

aiplatform.metadataSchemas.*

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

aiplatform.metadataStores.*

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

aiplatform.models.get

aiplatform.models.update

aiplatform.models.upload

aiplatform.operations.list

aiplatform.pipelineJobs.get

aiplatform.pipelineJobs.list

aiplatform.tensorboardExperiments.*

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

aiplatform.tensorboardRuns.*

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

aiplatform.tensorboardTimeSeries.*

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

aiplatform.tensorboards.create

aiplatform.tensorboards.delete

aiplatform.tensorboards.get

aiplatform.tensorboards.list

aiplatform.tensorboards.update

aiplatform.tuningJobs.*

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

bigquery.datasets.create

bigquery.datasets.get

bigquery.jobs.create

bigquery.jobs.get

bigquery.tables.create

bigquery.tables.delete

bigquery.tables.get

bigquery.tables.getData

bigquery.tables.list

bigquery.tables.update

bigquery.tables.updateData

resourcemanager.projects.get

serviceusage.services.use

storage.buckets.create

storage.buckets.get

storage.buckets.getIamPolicy

storage.buckets.list

storage.buckets.update

storage.objects.create

storage.objects.delete

storage.objects.get

storage.objects.getIamPolicy

storage.objects.list

storage.objects.update

Vertex AI User

(roles/aiplatform.user)

Grants access to use all resource in Vertex AI

aiplatform.agentExamples.*

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

aiplatform.agents.*

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

aiplatform.annotationSpecs.*

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

aiplatform.annotations.*

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

aiplatform.apps.*

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

aiplatform.artifacts.*

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

aiplatform.batchPredictionJobs.*

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

aiplatform.cacheConfigs.get

aiplatform.cachedContents.*

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

aiplatform.consents.get

aiplatform.contexts.*

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

aiplatform.customJobs.*

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

aiplatform.dataItems.*

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

aiplatform.dataLabelingJobs.*

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

aiplatform.datasetVersions.*

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

aiplatform.datasets.*

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

aiplatform.deploymentResourcePools.*

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

aiplatform.edgeDeploymentJobs.*

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

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.*

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

aiplatform.endpoints.create

aiplatform.endpoints.delete

aiplatform.endpoints.deploy

aiplatform.endpoints.explain

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.endpoints.predict

aiplatform.endpoints.undeploy

aiplatform.endpoints.update

aiplatform.entityTypes.create

aiplatform.entityTypes.delete

aiplatform.entityTypes.deleteFeatureValues

aiplatform.entityTypes.exportFeatureValues

aiplatform.entityTypes.get

aiplatform.entityTypes.importFeatureValues

aiplatform.entityTypes.list

aiplatform.entityTypes.readFeatureValues

aiplatform.entityTypes.streamingReadFeatureValues

aiplatform.entityTypes.update

aiplatform.entityTypes.writeFeatureValues

aiplatform.exampleStores.*

aiplatform.exampleStores.create
aiplatform.exampleStores.delete
aiplatform.exampleStores.get
aiplatform.exampleStores.list
aiplatform.exampleStores.readExample
aiplatform.exampleStores.update
aiplatform.exampleStores.writeExample

aiplatform.executions.*

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

aiplatform.extensions.*

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

aiplatform.featureGroups.create

aiplatform.featureGroups.delete

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureGroups.update

aiplatform.featureOnlineStores.create

aiplatform.featureOnlineStores.delete

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureOnlineStores.update

aiplatform.featureViewSyncs.*

aiplatform.featureViewSyncs.get
aiplatform.featureViewSyncs.list

aiplatform.featureViews.create

aiplatform.featureViews.delete

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.featureViews.sync

aiplatform.featureViews.update

aiplatform.features.*

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

aiplatform.featurestores.batchReadFeatureValues

aiplatform.featurestores.create

aiplatform.featurestores.delete

aiplatform.featurestores.exportFeatures

aiplatform.featurestores.get

aiplatform.featurestores.importFeatures

aiplatform.featurestores.list

aiplatform.featurestores.readFeatures

aiplatform.featurestores.update

aiplatform.featurestores.writeFeatures

aiplatform.humanInTheLoops.*

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

aiplatform.hyperparameterTuningJobs.*

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

aiplatform.indexEndpoints.*

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

aiplatform.indexes.*

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

aiplatform.locations.*

aiplatform.locations.evaluateInstances
aiplatform.locations.get
aiplatform.locations.list

aiplatform.metadataSchemas.*

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

aiplatform.metadataStores.*

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

aiplatform.modelDeploymentMonitoringJobs.*

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

aiplatform.modelEvaluationSlices.*

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

aiplatform.modelEvaluations.*

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

aiplatform.modelMonitoringJobs.*

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

aiplatform.modelMonitors.*

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

aiplatform.models.*

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

aiplatform.nasJobs.*

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

aiplatform.nasTrialDetails.*

aiplatform.nasTrialDetails.get
aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.*

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

aiplatform.notebookRuntimeTemplates.apply

aiplatform.notebookRuntimeTemplates.create

aiplatform.notebookRuntimeTemplates.delete

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimeTemplates.update

aiplatform.notebookRuntimes.*

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

aiplatform.operations.list

aiplatform.persistentResources.get

aiplatform.persistentResources.list

aiplatform.pipelineJobs.*

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

aiplatform.provisionedThroughputRevisions.*

aiplatform.provisionedThroughputRevisions.get
aiplatform.provisionedThroughputRevisions.list

aiplatform.provisionedThroughputs.get

aiplatform.provisionedThroughputs.list

aiplatform.ragCorpora.*

aiplatform.ragCorpora.create
aiplatform.ragCorpora.delete
aiplatform.ragCorpora.get
aiplatform.ragCorpora.list
aiplatform.ragCorpora.query
aiplatform.ragCorpora.update

aiplatform.ragEngineConfigs.get

aiplatform.ragFiles.*

aiplatform.ragFiles.delete
aiplatform.ragFiles.get
aiplatform.ragFiles.import
aiplatform.ragFiles.list
aiplatform.ragFiles.upload

aiplatform.reasoningEngines.*

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

aiplatform.schedules.*

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

aiplatform.sessionEvents.*

aiplatform.sessionEvents.append
aiplatform.sessionEvents.list

aiplatform.sessions.*

aiplatform.sessions.create
aiplatform.sessions.delete
aiplatform.sessions.get
aiplatform.sessions.list
aiplatform.sessions.run
aiplatform.sessions.update

aiplatform.specialistPools.*

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

aiplatform.studies.*

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

aiplatform.tensorboardExperiments.*

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

aiplatform.tensorboardRuns.*

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

aiplatform.tensorboardTimeSeries.*

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

aiplatform.tensorboards.create

aiplatform.tensorboards.delete

aiplatform.tensorboards.get

aiplatform.tensorboards.list

aiplatform.tensorboards.update

aiplatform.trainingPipelines.*

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

aiplatform.trials.*

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

aiplatform.tuningJobs.*

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

resourcemanager.projects.get

resourcemanager.projects.list

Vertex AI Viewer

(roles/aiplatform.viewer)

Grants access to view all resource in Vertex AI

aiplatform.agentExamples.get

aiplatform.agentExamples.list

aiplatform.agents.get

aiplatform.agents.list

aiplatform.annotationSpecs.get

aiplatform.annotationSpecs.list

aiplatform.annotations.get

aiplatform.annotations.list

aiplatform.apps.get

aiplatform.apps.list

aiplatform.artifacts.get

aiplatform.artifacts.list

aiplatform.batchPredictionJobs.get

aiplatform.batchPredictionJobs.list

aiplatform.cacheConfigs.get

aiplatform.cachedContents.get

aiplatform.cachedContents.list

aiplatform.consents.get

aiplatform.contexts.get

aiplatform.contexts.list

aiplatform.contexts.queryContextLineageSubgraph

aiplatform.customJobs.get

aiplatform.customJobs.list

aiplatform.dataItems.get

aiplatform.dataItems.list

aiplatform.dataLabelingJobs.get

aiplatform.dataLabelingJobs.list

aiplatform.datasetVersions.get

aiplatform.datasetVersions.list

aiplatform.datasets.get

aiplatform.datasets.list

aiplatform.deploymentResourcePools.get

aiplatform.deploymentResourcePools.list

aiplatform.deploymentResourcePools.queryDeployedModels

aiplatform.edgeDeploymentJobs.get

aiplatform.edgeDeploymentJobs.list

aiplatform.edgeDeviceDebugInfo.get

aiplatform.edgeDevices.get

aiplatform.edgeDevices.list

aiplatform.endpoints.get

aiplatform.endpoints.list

aiplatform.entityTypes.get

aiplatform.entityTypes.list

aiplatform.exampleStores.get

aiplatform.exampleStores.list

aiplatform.exampleStores.readExample

aiplatform.executions.get

aiplatform.executions.list

aiplatform.executions.queryExecutionInputsAndOutputs

aiplatform.extensions.get

aiplatform.extensions.list

aiplatform.featureGroups.get

aiplatform.featureGroups.list

aiplatform.featureOnlineStores.get

aiplatform.featureOnlineStores.list

aiplatform.featureViewSyncs.*

aiplatform.featureViewSyncs.get
aiplatform.featureViewSyncs.list

aiplatform.featureViews.fetchFeatureValues

aiplatform.featureViews.get

aiplatform.featureViews.list

aiplatform.featureViews.searchNearestEntities

aiplatform.features.get

aiplatform.features.list

aiplatform.featurestores.get

aiplatform.featurestores.list

aiplatform.humanInTheLoops.get

aiplatform.humanInTheLoops.list

aiplatform.hyperparameterTuningJobs.get

aiplatform.hyperparameterTuningJobs.list

aiplatform.indexEndpoints.get

aiplatform.indexEndpoints.list

aiplatform.indexEndpoints.queryVectors

aiplatform.indexes.get

aiplatform.indexes.list

aiplatform.locations.get

aiplatform.locations.list

aiplatform.metadataSchemas.get

aiplatform.metadataSchemas.list

aiplatform.metadataStores.get

aiplatform.metadataStores.list

aiplatform.modelDeploymentMonitoringJobs.get

aiplatform.modelDeploymentMonitoringJobs.list

aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies

aiplatform.modelEvaluationSlices.get

aiplatform.modelEvaluationSlices.list

aiplatform.modelEvaluations.get

aiplatform.modelEvaluations.list

aiplatform.modelMonitoringJobs.get

aiplatform.modelMonitoringJobs.list

aiplatform.modelMonitors.get

aiplatform.modelMonitors.list

aiplatform.modelMonitors.searchModelMonitoringAlerts

aiplatform.modelMonitors.searchModelMonitoringStats

aiplatform.models.get

aiplatform.models.list

aiplatform.nasJobs.get

aiplatform.nasJobs.list

aiplatform.nasTrialDetails.*

aiplatform.nasTrialDetails.get
aiplatform.nasTrialDetails.list

aiplatform.notebookExecutionJobs.get

aiplatform.notebookExecutionJobs.list

aiplatform.notebookRuntimeTemplates.get

aiplatform.notebookRuntimeTemplates.list

aiplatform.notebookRuntimes.get

aiplatform.notebookRuntimes.list

aiplatform.operations.list

aiplatform.persistentResources.get

aiplatform.persistentResources.list

aiplatform.pipelineJobs.get

aiplatform.pipelineJobs.list

aiplatform.provisionedThroughputRevisions.*

aiplatform.provisionedThroughputRevisions.get
aiplatform.provisionedThroughputRevisions.list

aiplatform.provisionedThroughputs.get

aiplatform.provisionedThroughputs.list

aiplatform.ragCorpora.get

aiplatform.ragCorpora.list

aiplatform.ragCorpora.query

aiplatform.ragEngineConfigs.get

aiplatform.ragFiles.get

aiplatform.ragFiles.list

aiplatform.reasoningEngines.get

aiplatform.reasoningEngines.list

aiplatform.reasoningEngines.query

aiplatform.schedules.get

aiplatform.schedules.list

aiplatform.sessionEvents.list

aiplatform.sessions.get

aiplatform.sessions.list

aiplatform.specialistPools.get

aiplatform.specialistPools.list

aiplatform.specialistPools.update

aiplatform.studies.get

aiplatform.studies.list

aiplatform.tensorboardExperiments.get

aiplatform.tensorboardExperiments.list

aiplatform.tensorboardRuns.get

aiplatform.tensorboardRuns.list

aiplatform.tensorboardTimeSeries.batchRead

aiplatform.tensorboardTimeSeries.get

aiplatform.tensorboardTimeSeries.list

aiplatform.tensorboardTimeSeries.read

aiplatform.tensorboards.get

aiplatform.tensorboards.list

aiplatform.trainingPipelines.get

aiplatform.trainingPipelines.list

aiplatform.trials.get

aiplatform.trials.list

aiplatform.tuningJobs.get

aiplatform.tuningJobs.list

resourcemanager.projects.get

resourcemanager.projects.list

基本角色

舊版 Google Cloud 基本角色是所有 Google Cloud 服務通用的角色。這些角色包括擁有者、編輯者和檢視者。

基本角色會在 Google Cloud中提供權限，而不僅限於 Colab Enterprise。因此，請盡可能使用 Colab Enterprise 角色。

自訂角色

如果 Colab Enterprise 的預先定義 IAM 角色無法滿足您的需求，您可以定義自訂角色。您可以使用自訂角色選擇特定的一組權限，使用這些權限建立您自己的角色，然後將該角色授予機構中的使用者。詳情請參閱「瞭解身分與存取權管理自訂角色」。

Colab Enterprise 的服務代理

Colab Enterprise 會自動建立及使用服務代理，代表您存取資源。建立服務代理時，系統會為服務代理授予專案的預先定義角色。

下表列出 Colab Enterprise 服務代理人、他們的電子郵件地址和各自的角色：

名稱	適用於：	電子郵件地址	角色
Vertex AI 服務代理	Vertex AI 功能	`service-PROJECT_NUMBER@gcp-sa-aiplatform.iam.gserviceaccount.com`	`roles/aiplatform.serviceAgent`
Vertex AI Colab 服務代理	授予 Colab Enterprise 運作所需的適當權限	`service-PROJECT_NUMBER@gcp-sa-vertex-nb.iam.gserviceaccount.com`	`roles/aiplatform.colabServiceAgent`
Vertex AI 筆記本服務代理	在使用者專案中執行筆記本代管資源，並設有受限權限	`service-PROJECT_NUMBER@gcp-sa-aiplatform-vm.iam.gserviceaccount.com`	`roles/aiplatform.notebookServiceAgent`

如果您移除 Colab Enterprise 服務代理程式的預設角色，Colab Enterprise 會自動重新指派這些角色，確保服務功能不中斷。如要關閉 Colab Enterprise 服務，您必須關閉相關 API，而非移除角色。

使用 IAM 控管存取權

使用 IAM 控管 Notebook 的存取權

執行與其他 Google Cloud 服務互動的程式碼

IAM 角色類型

Colab Enterprise 的預先定義角色

Vertex AI Administrator

Vertex AI Batch Prediction Service Agent

Colab Enterprise Admin

Colab Enterprise User

Vertex AI Colab Service Agent

Vertex AI Custom Code Service Agent

Vertex AI Feature Store EntityType owner

Vertex AI Platform Express Admin Beta

Vertex AI Platform Express User Beta

Vertex AI Extension Custom Code Service Agent

Vertex AI Extension Service Agent

Vertex AI Feature Store Admin

Vertex AI Feature Store Data Viewer

Vertex AI Feature Store Data Writer

Vertex AI Feature Store Instance Creator

Vertex AI Feature Store Resource Viewer

Vertex AI Feature Store User Beta

Vertex AI Migration Service User

Vertex AI Model Monitoring Service Agent

Notebook Executor User Beta

Notebook Runtime Admin

Notebook Runtime User

Vertex AI Notebook Service Agent

Vertex AI Online Prediction Service Agent

Vertex AI Platform Provisioned Throughput Admin Beta

Vertex AI RAG Data Service Agent

Vertex AI Rapid Eval Service Agent

Vertex AI Reasoning Engine Service Agent

Vertex AI Service Agent

Vertex AI Tensorboard Web App User Beta

Vertex AI Tuning Service Agent

Vertex AI User

Vertex AI Viewer

基本角色

自訂角色

Colab Enterprise 的服務代理

後續步驟

Vertex AI Platform Express Admin ^Beta

Vertex AI Platform Express User ^Beta

Vertex AI Feature Store User ^Beta

Notebook Executor User ^Beta

Vertex AI Platform Provisioned Throughput Admin ^Beta

Vertex AI Tensorboard Web App User ^Beta