Kontrol akses Vertex AI dengan IAM

Halaman ini menjelaskan cara menggunakan Identity and Access Management (IAM) untuk mengelola akses ke resource Vertex AI. Untuk mengelola akses ke instance Vertex AI Workbench, lihat Kontrol akses instance Vertex AI Workbench.

Ringkasan

Vertex AI menggunakan IAM untuk mengelola akses ke resource. Saat Anda merencanakan kontrol akses untuk resource, pertimbangkan hal berikut:

• Anda dapat mengelola akses di level project atau level resource. Akses tingkat project berlaku untuk semua resource dalam project tersebut. Akses ke resource tertentu hanya berlaku untuk resource tersebut. Lihat Akses tingkat project versus tingkat resource.

• Anda memberikan akses dengan menetapkan peran IAM ke akun utama. Peran yang telah ditetapkan tersedia untuk mempermudah penyiapan akses, tetapi peran khusus direkomendasikan karena Anda membuatnya, sehingga Anda dapat membatasi aksesnya hanya ke izin yang diperlukan. Lihat Peran IAM.

Peran IAM

Ada berbagai jenis peran IAM yang dapat digunakan di Vertex AI:

• Peran khusus memungkinkan Anda memilih serangkaian izin tertentu, membuat peran Anda sendiri dengan izin tersebut, dan memberikan peran tersebut kepada pengguna di organisasi Anda.

• Peran yang telah ditetapkan memungkinkan Anda memberikan serangkaian izin terkait ke resource Vertex AI di level project.

• Peran dasar (Pemilik, Editor, dan Viewer) memberikan kontrol akses ke resource Vertex AI Anda di level project, dan bersifat umum untuk semua layanan Google Cloud.

Untuk menambahkan, memperbarui, atau menghapus peran ini dalam project Vertex AI Anda, lihat dokumentasi tentang memberikan, mengubah, dan mencabut akses.

Peran khusus

Peran kustom memungkinkan Anda memilih serangkaian izin tertentu, membuat peran Anda sendiri dengan izin tersebut, dan memberikan peran tersebut kepada pengguna di organisasi Anda. Untuk informasi selengkapnya, lihat Memahami peran khusus IAM.

Menggunakan peran kustom untuk memberikan izin hak istimewa terendah

Peran bawaan sering kali berisi lebih banyak izin daripada yang Anda perlukan. Anda dapat membuat peran khusus untuk hanya memberikan izin tertentu yang diperlukan kepada akun utama.

Misalnya, Anda dapat membuat peran khusus dengan izin aiplatform.endpoints.predict, lalu menetapkan peran tersebut ke akun layanan di endpoint. Tindakan ini memberi akun layanan kemampuan untuk memanggil endpoint guna mendapatkan prediksi, tetapi tidak memberinya kemampuan untuk mengontrol endpoint.

Catatan: Saat menggunakan peran kustom, memberikan izin aiplatform.endpoints.deploy dapat memungkinkan pengguna mengekspor model lain yang di-deploy atau dapat di-deploy dari project. Jika Anda ingin memberikan kemampuan untuk men-deploy model tertentu, tetapi tidak untuk model lainnya, sebaiknya gunakan project terpisah.

Peran yang telah ditetapkan untuk Vertex AI

Role	Permissions
Vertex AI Administrator (roles/aiplatform.admin) Grants full access to all resources in Vertex AI	aiplatform.* aiplatform.agentExamples.create aiplatform.agentExamples.delete aiplatform.agentExamples.get aiplatform.agentExamples.list aiplatform.agentExamples.update aiplatform.agents.create aiplatform.agents.delete aiplatform.agents.get aiplatform.agents.list aiplatform.agents.update aiplatform.annotationSpecs.create aiplatform.annotationSpecs.delete aiplatform.annotationSpecs.get aiplatform.annotationSpecs.list aiplatform.annotationSpecs.update aiplatform.annotations.create aiplatform.annotations.delete aiplatform.annotations.get aiplatform.annotations.list aiplatform.annotations.update aiplatform.apps.create aiplatform.apps.delete aiplatform.apps.get aiplatform.apps.list aiplatform.apps.update aiplatform.artifacts.create aiplatform.artifacts.delete aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.artifacts.update aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.delete aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.cacheConfigs.update aiplatform.cachedContents.create aiplatform.cachedContents.delete aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.cachedContents.update aiplatform.consents.get aiplatform.consents.update aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.delete aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.create aiplatform.dataItems.delete aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataItems.update aiplatform.dataLabelingJobs.cancel aiplatform.dataLabelingJobs.create aiplatform.dataLabelingJobs.delete aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.export aiplatform.datasets.get aiplatform.datasets.import aiplatform.datasets.list aiplatform.datasets.update aiplatform.deploymentResourcePools.create aiplatform.deploymentResourcePools.delete aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.deploymentResourcePools.update aiplatform.edgeDeploymentJobs.create aiplatform.edgeDeploymentJobs.delete aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.create aiplatform.edgeDevices.delete aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.edgeDevices.update aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.getIamPolicy aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.setIamPolicy aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.setIamPolicy aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.getIamPolicy aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.setIamPolicy aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.getIamPolicy aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.setIamPolicy aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.getIamPolicy aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.setIamPolicy aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.get aiplatform.locations.list aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.migratableResources.migrate aiplatform.migratableResources.search aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.setIamPolicy aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list aiplatform.persistentResources.create aiplatform.persistentResources.delete aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.recordAccess aiplatform.tensorboards.update aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.vertexTune resourcemanager.projects.get resourcemanager.projects.list
Colab Enterprise Admin (roles/aiplatform.colabEnterpriseAdmin) Admin role of using colab enterprise.	aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.* aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.setIamPolicy aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update compute.reservations.get compute.reservations.list dataform.* dataform.compilationResults.create dataform.compilationResults.get dataform.compilationResults.list dataform.compilationResults.query dataform.config.get dataform.config.update dataform.locations.get dataform.locations.list dataform.releaseConfigs.create dataform.releaseConfigs.delete dataform.releaseConfigs.get dataform.releaseConfigs.list dataform.releaseConfigs.update dataform.repositories.commit dataform.repositories.computeAccessTokenStatus dataform.repositories.create dataform.repositories.delete dataform.repositories.fetchHistory dataform.repositories.fetchRemoteBranches dataform.repositories.get dataform.repositories.getIamPolicy dataform.repositories.list dataform.repositories.queryDirectoryContents dataform.repositories.readFile dataform.repositories.setIamPolicy dataform.repositories.update dataform.workflowConfigs.create dataform.workflowConfigs.delete dataform.workflowConfigs.get dataform.workflowConfigs.list dataform.workflowConfigs.update dataform.workflowInvocations.cancel dataform.workflowInvocations.create dataform.workflowInvocations.delete dataform.workflowInvocations.get dataform.workflowInvocations.list dataform.workflowInvocations.query dataform.workspaces.commit dataform.workspaces.create dataform.workspaces.delete dataform.workspaces.fetchFileDiff dataform.workspaces.fetchFileGitStatuses dataform.workspaces.fetchGitAheadBehind dataform.workspaces.get dataform.workspaces.getIamPolicy dataform.workspaces.installNpmPackages dataform.workspaces.list dataform.workspaces.makeDirectory dataform.workspaces.moveDirectory dataform.workspaces.moveFile dataform.workspaces.pull dataform.workspaces.push dataform.workspaces.queryDirectoryContents dataform.workspaces.readFile dataform.workspaces.removeDirectory dataform.workspaces.removeFile dataform.workspaces.reset dataform.workspaces.searchFiles dataform.workspaces.setIamPolicy dataform.workspaces.writeFile resourcemanager.projects.get resourcemanager.projects.list
Colab Enterprise User (roles/aiplatform.colabEnterpriseUser) User role of using colab enterprise.	aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update dataform.locations.* dataform.locations.get dataform.locations.list dataform.repositories.create dataform.repositories.list resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store EntityType owner (roles/aiplatform.entityTypeOwner) Provides full access to all permissions for a particular entity type resource. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.setIamPolicy aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Platform Express Admin ^Beta (roles/aiplatform.expressAdmin) Grants admin access to Vertex AI Express	aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.get aiplatform.datasets.list aiplatform.datasets.update aiplatform.endpoints.predict
Vertex AI Platform Express User ^Beta (roles/aiplatform.expressUser) Grants user access to Vertex AI Express	aiplatform.endpoints.predict
Vertex AI Feature Store Admin (roles/aiplatform.featurestoreAdmin) Grants full access to all resources in Vertex AI Feature Store Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.* aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.setIamPolicy aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.featureGroups.* aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureOnlineStores.* aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.getIamPolicy aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.setIamPolicy aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.* aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.getIamPolicy aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.setIamPolicy aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.* aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.getIamPolicy aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.setIamPolicy aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.operations.list resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store Data Viewer (roles/aiplatform.featurestoreDataViewer) This role provides permissions to read Feature data. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.get aiplatform.features.list aiplatform.featurestores.batchReadFeatureValues resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store Data Writer (roles/aiplatform.featurestoreDataWriter) This role provides permissions to read and write Feature data. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.writeFeatureValues aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.get aiplatform.features.list aiplatform.featurestores.batchReadFeatureValues resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store Instance Creator (roles/aiplatform.featurestoreInstanceCreator) Administrator of Featurestore resources, but not the child resources under Featurestores. Lowest-level resources where you can grant this role: Featurestore	aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.get aiplatform.featurestores.list aiplatform.featurestores.update
Vertex AI Feature Store Resource Viewer (roles/aiplatform.featurestoreResourceViewer) Viewer of all resources in Vertex AI Feature Store but cannot make changes. Lowest-level resources where you can grant this role: Entity type	aiplatform.entityTypes.get aiplatform.entityTypes.list aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.features.get aiplatform.features.list aiplatform.featurestores.get aiplatform.featurestores.list aiplatform.operations.list resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Feature Store User ^Beta (roles/aiplatform.featurestoreUser) Deprecated. Use featurestoreAdmin instead.	aiplatform.entityTypes.* aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.getIamPolicy aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.setIamPolicy aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.* aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.getIamPolicy aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.setIamPolicy aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.operations.list resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Migration Service User (roles/aiplatform.migrator) Grants access to use migration service in Vertex AI	aiplatform.migratableResources.* aiplatform.migratableResources.migrate aiplatform.migratableResources.search
Notebook Executor User ^Beta (roles/aiplatform.notebookExecutorUser) Grants users full access to schedules and notebook execution jobs.	aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update
Notebook Runtime Admin (roles/aiplatform.notebookRuntimeAdmin) Grants full access to all runtime templates and runtimes in Notebook Service.	aiplatform.notebookRuntimeTemplates.* aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.setIamPolicy aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list compute.reservations.get compute.reservations.list
Notebook Runtime User (roles/aiplatform.notebookRuntimeUser) Grants users permissions to create runtime resources using a runtime template and manage the runtime resources they created.	aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.getIamPolicy aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.operations.list
Vertex AI Tensorboard Web App User ^Beta (roles/aiplatform.tensorboardWebAppUser) Grants access to the Vertex AI TensorBoard web app.	aiplatform.tensorboards.recordAccess
Vertex AI User (roles/aiplatform.user) Grants access to use all resource in Vertex AI	aiplatform.agentExamples.* aiplatform.agentExamples.create aiplatform.agentExamples.delete aiplatform.agentExamples.get aiplatform.agentExamples.list aiplatform.agentExamples.update aiplatform.agents.* aiplatform.agents.create aiplatform.agents.delete aiplatform.agents.get aiplatform.agents.list aiplatform.agents.update aiplatform.annotationSpecs.* aiplatform.annotationSpecs.create aiplatform.annotationSpecs.delete aiplatform.annotationSpecs.get aiplatform.annotationSpecs.list aiplatform.annotationSpecs.update aiplatform.annotations.* aiplatform.annotations.create aiplatform.annotations.delete aiplatform.annotations.get aiplatform.annotations.list aiplatform.annotations.update aiplatform.apps.* aiplatform.apps.create aiplatform.apps.delete aiplatform.apps.get aiplatform.apps.list aiplatform.apps.update aiplatform.artifacts.* aiplatform.artifacts.create aiplatform.artifacts.delete aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.artifacts.update aiplatform.batchPredictionJobs.* aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.delete aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.cachedContents.* aiplatform.cachedContents.create aiplatform.cachedContents.delete aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.cachedContents.update aiplatform.consents.get aiplatform.contexts.* aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.customJobs.* aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.delete aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.* aiplatform.dataItems.create aiplatform.dataItems.delete aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataItems.update aiplatform.dataLabelingJobs.* aiplatform.dataLabelingJobs.cancel aiplatform.dataLabelingJobs.create aiplatform.dataLabelingJobs.delete aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.* aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.export aiplatform.datasets.get aiplatform.datasets.import aiplatform.datasets.list aiplatform.datasets.update aiplatform.deploymentResourcePools.* aiplatform.deploymentResourcePools.create aiplatform.deploymentResourcePools.delete aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.deploymentResourcePools.update aiplatform.edgeDeploymentJobs.* aiplatform.edgeDeploymentJobs.create aiplatform.edgeDeploymentJobs.delete aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.* aiplatform.edgeDevices.create aiplatform.edgeDevices.delete aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.edgeDevices.update aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.executions.* aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.* aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.* aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.* aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.* aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.* aiplatform.locations.get aiplatform.locations.list aiplatform.metadataSchemas.* aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.* aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.modelDeploymentMonitoringJobs.* aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.* aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.* aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.* aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.* aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.* aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.* aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.* aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.reasoningEngines.* aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.sessions.* aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.specialistPools.* aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.* aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.trainingPipelines.* aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.* aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.* aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.vertexTune resourcemanager.projects.get resourcemanager.projects.list
Vertex AI Viewer (roles/aiplatform.viewer) Grants access to view all resource in Vertex AI	aiplatform.agentExamples.get aiplatform.agentExamples.list aiplatform.agents.get aiplatform.agents.list aiplatform.annotationSpecs.get aiplatform.annotationSpecs.list aiplatform.annotations.get aiplatform.annotations.list aiplatform.apps.get aiplatform.apps.list aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.consents.get aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasets.get aiplatform.datasets.list aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.endpoints.get aiplatform.endpoints.list aiplatform.entityTypes.get aiplatform.entityTypes.list aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.extensions.get aiplatform.extensions.list aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.features.get aiplatform.features.list aiplatform.featurestores.get aiplatform.featurestores.list aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexes.get aiplatform.indexes.list aiplatform.locations.* aiplatform.locations.get aiplatform.locations.list aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.get aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.models.get aiplatform.models.list aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.operations.list aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.schedules.get aiplatform.schedules.list aiplatform.sessions.get aiplatform.sessions.list aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.get aiplatform.studies.list aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.get aiplatform.trials.list aiplatform.tuningJobs.get aiplatform.tuningJobs.list resourcemanager.projects.get resourcemanager.projects.list

Peran dasar

Peran dasar Google Cloud yang lama bersifat umum untuk semua layanan Google Cloud. Peran ini terdiri dari Pemilik, Editor, dan Viewer.

Peran dasar mencakup ribuan izin di semua layanan Google Cloud. Dalam lingkungan produksi, jangan berikan peran dasar kecuali jika tidak ada alternatif. Sebagai gantinya, berikan peran standar atau peran kustom yang memenuhi kebutuhan Anda.

Akses level project versus level resource

Anda dapat mengelola akses di level project atau level resource. Anda juga mungkin memiliki kemampuan untuk mengelola akses di tingkat folder atau organisasi.

Untuk sebagian besar resource Vertex AI, akses hanya dapat dikontrol oleh project, folder, dan organisasi. Akses ke setiap resource hanya dapat diberikan untuk jenis resource tertentu, misalnya, endpoint atau featurestore.

Pengguna berbagi kontrol atas semua resource yang dapat mereka akses. Misalnya, jika pengguna mendaftarkan model, semua pengguna lain yang diberi otorisasi dalam project dapat mengakses, mengubah, dan menghapus model tersebut.

Untuk memberikan akses ke resource di level project, tetapkan satu atau beberapa peran ke akun utama (pengguna, grup, atau akun layanan).

Untuk resource Vertex AI yang memungkinkan Anda memberikan akses di tingkat resource, Anda menetapkan kebijakan IAM pada resource tersebut. Kebijakan ini menentukan peran yang ditetapkan ke akun utama.

Menetapkan kebijakan di level resource tidak memengaruhi kebijakan level project. Resource mewarisi semua kebijakan dari ancestry-nya. Anda dapat menggunakan dua tingkat perincian ini untuk menyesuaikan izin. Misalnya, Anda dapat memberikan izin baca kepada pengguna di level project sehingga mereka dapat membaca semua resource yang ada dalam project, kemudian Anda dapat memberikan izin tulis per resource kepada pengguna (di level resource).

Tidak semua peran dan resource Vertex AI yang telah ditetapkan mendukung kebijakan tingkat resource. Untuk mengidentifikasi peran yang dapat digunakan di resource tertentu, lihat Tabel peran bawaan.

Resource yang didukung

Vertex AI mendukung resource featurestore dan jenis entity Vertex AI Feature Store. Untuk mengetahui informasi selengkapnya, lihat Mengontrol akses ke resource Vertex AI Feature Store.

Setelah memberikan atau mencabut akses ke resource, perubahan tersebut memerlukan waktu untuk diterapkan. Untuk mengetahui informasi selengkapnya, lihat Penerapan perubahan akses.

Resource, akun layanan, dan agen layanan

Layanan Vertex AI sering kali mengelola resource yang berjalan lama yang melakukan tindakan, seperti menjalankan tugas pelatihan yang membaca data pelatihan, atau menayangkan model machine learning (ML) yang membaca bobot model. Resource mandiri tersebut memiliki identitas resource-nya sendiri saat melakukan tindakan. Identitas ini berbeda dengan identitas akun utama yang membuat resource. Izin yang diberikan ke identitas resource menentukan data dan resource lain yang dapat diakses oleh identitas resource, bukan izin akun utama yang membuat resource.

Secara default, resource Vertex AI menggunakan akun layanan yang dikelola oleh Vertex AI sebagai identitas resource. Akun layanan ini disebut agen layanan Vertex AI, dan dilampirkan ke project tempat resource dibuat. Pengguna dengan izin Vertex AI tertentu dapat membuat resource yang menggunakan agen layanan Vertex AI. Untuk beberapa layanan, Anda dapat menentukan akun layanan yang akan dilampirkan ke resource. Resource menggunakan akun layanan ini untuk mengakses resource dan layanan lainnya. Untuk mempelajari akun layanan lebih lanjut, lihat akun layanan.

Vertex AI menggunakan agen layanan yang berbeda bergantung pada API yang dipanggil. Setiap agen layanan memiliki izin IAM tertentu pada project yang terkait. Izin ini digunakan oleh identitas resource untuk melakukan tindakan, dan izin tersebut dapat mencakup akses hanya baca ke semua resource Cloud Storage dan data BigQuery dalam project.

Akun layanan

Akun layanan adalah akun khusus yang digunakan oleh aplikasi atau instance virtual machine (VM), bukan orang. Anda dapat membuat dan menetapkan izin ke akun layanan untuk memberikan izin khusus ke resource atau aplikasi.

Untuk mengetahui informasi tentang penggunaan akun layanan guna menyesuaikan izin yang tersedia untuk container pelatihan kustom atau container yang menyalurkan prediksi online bagi model yang dilatih khusus, baca Menggunakan akun layanan kustom.

Akun layanan diidentifikasi dengan alamat email

Agen layanan

Agen layanan disediakan secara otomatis; agen layanan memungkinkan layanan mengakses resource atas nama Anda.

Catatan: Jangan hapus peran dan izin default akun layanan default kecuali jika Anda yakin bahwa peran dan izin tersebut tidak diperlukan.

Saat dibuat, agen layanan akan diberi peran yang telah ditetapkan untuk project Anda. Tabel berikut mencantumkan agen layanan Vertex AI, alamat email mereka, dan peran masing-masing:

Nama	Digunakan untuk	Alamat email	Peran
Agen Layanan Vertex AI	Kemampuan Vertex AI	[e-mail]	roles/aiplatform.serviceAgent
Agen Layanan Kode Kustom Vertex AI	Kode pelatihan kustom Kode aplikasi Ray on Vertex AI	[e-mail]	roles/aiplatform.customCodeServiceAgent
Agen Layanan Ekstensi Vertex AI	Ekstensi Vertex	[e-mail]	roles/aiplatform.extensionServiceAgent
Akun Layanan Cloud AI Platform Notebooks	Kemampuan Vertex AI Workbench	[e-mail]	roles/notebooks.serviceAgent

Agen Layanan Kode Kustom Vertex AI dibuat hanya jika Anda menjalankan kode pelatihan kustom untuk melatih model.

Peran dan izin agen layanan

Lihat peran dan izin berikut yang diberikan kepada agen layanan Vertex AI.

Peran	Izin
Agen Layanan Vertex AI (roles/aiplatform.serviceAgent) Memberikan Vertex AI izin yang diperlukan agar dapat berfungsi. Peringatan: Jangan berikan peran agen layanan kepada akun utama apa pun kecuali agen layanan.	aiplatform.agentExamples.* aiplatform.agentExamples.create aiplatform.agentExamples.delete aiplatform.agentExamples.get aiplatform.agentExamples.list aiplatform.agentExamples.update aiplatform.agents.* aiplatform.agents.create aiplatform.agents.delete aiplatform.agents.get aiplatform.agents.list aiplatform.agents.update aiplatform.annotationSpecs.* aiplatform.annotationSpecs.create aiplatform.annotationSpecs.delete aiplatform.annotationSpecs.get aiplatform.annotationSpecs.list aiplatform.annotationSpecs.update aiplatform.annotations.* aiplatform.annotations.create aiplatform.annotations.delete aiplatform.annotations.get aiplatform.annotations.list aiplatform.annotations.update aiplatform.apps.* aiplatform.apps.create aiplatform.apps.delete aiplatform.apps.get aiplatform.apps.list aiplatform.apps.update aiplatform.artifacts.* aiplatform.artifacts.create aiplatform.artifacts.delete aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.artifacts.update aiplatform.batchPredictionJobs.* aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.delete aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.cachedContents.* aiplatform.cachedContents.create aiplatform.cachedContents.delete aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.cachedContents.update aiplatform.consents.get aiplatform.contexts.* aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.customJobs.* aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.delete aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.* aiplatform.dataItems.create aiplatform.dataItems.delete aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataItems.update aiplatform.dataLabelingJobs.* aiplatform.dataLabelingJobs.cancel aiplatform.dataLabelingJobs.create aiplatform.dataLabelingJobs.delete aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.* aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.export aiplatform.datasets.get aiplatform.datasets.import aiplatform.datasets.list aiplatform.datasets.update aiplatform.deploymentResourcePools.* aiplatform.deploymentResourcePools.create aiplatform.deploymentResourcePools.delete aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.deploymentResourcePools.update aiplatform.edgeDeploymentJobs.* aiplatform.edgeDeploymentJobs.create aiplatform.edgeDeploymentJobs.delete aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.* aiplatform.edgeDevices.create aiplatform.edgeDevices.delete aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.edgeDevices.update aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.executions.* aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.* aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.* aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.* aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.* aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.* aiplatform.locations.get aiplatform.locations.list aiplatform.metadataSchemas.* aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.* aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.modelDeploymentMonitoringJobs.* aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.* aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.* aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.* aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.* aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.* aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.* aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.* aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.reasoningEngines.* aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.sessions.* aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.specialistPools.* aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.* aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.trainingPipelines.* aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.* aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.* aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.vertexTune artifactregistry.repositories.create artifactregistry.repositories.downloadArtifacts artifactregistry.repositories.get artifactregistry.repositories.list artifactregistry.repositories.uploadArtifacts artifactregistry.tags.get artifactregistry.versions.get automl.datasets.export automl.datasets.get automl.datasets.list automl.modelEvaluations.list automl.models.get automl.models.list automl.operations.get automl.tableSpecs.get bigquery.datasets.create bigquery.datasets.get bigquery.jobs.create bigquery.jobs.get bigquery.models.create bigquery.models.export bigquery.models.getData bigquery.readsessions.create bigquery.readsessions.getData bigquery.tables.create bigquery.tables.export bigquery.tables.get bigquery.tables.getData bigquery.tables.update bigquery.tables.updateData bigtable.tables.get bigtable.tables.list bigtable.tables.readRows compute.addresses.get compute.addresses.list compute.addresses.use compute.addresses.useInternal compute.disks.create compute.disks.createSnapshot compute.disks.createTagBinding compute.disks.delete compute.disks.get compute.disks.setLabels compute.disks.use compute.disks.useReadOnly compute.globalOperations.get compute.instances.attachDisk compute.instances.create compute.instances.createTagBinding compute.instances.delete compute.instances.detachDisk compute.instances.get compute.instances.getGuestAttributes compute.instances.setLabels compute.instances.setMetadata compute.instances.setServiceAccount compute.instances.setTags compute.instances.start compute.instances.stop compute.instances.useReadOnly compute.machineTypes.get compute.networks.get compute.networks.use compute.networks.useExternalIp compute.snapshots.create compute.snapshots.delete compute.snapshots.useReadOnly compute.subnetworks.get compute.subnetworks.list compute.subnetworks.use compute.subnetworks.useExternalIp compute.zoneOperations.get dataflow.jobs.* dataflow.jobs.cancel dataflow.jobs.create dataflow.jobs.get dataflow.jobs.list dataflow.jobs.snapshot dataflow.jobs.updateContents dataflow.messages.list dataflow.metrics.get dataflow.snapshots.* dataflow.snapshots.delete dataflow.snapshots.get dataflow.snapshots.list datalabeling.annotateddatasets.get datalabeling.datasets.export datalabeling.datasets.get datalabeling.datasets.list datalabeling.operations.get iam.serviceAccounts.actAs iam.serviceAccounts.getAccessToken iam.serviceAccounts.getOpenIdToken logging.logEntries.create logging.logEntries.route ml.models.list ml.operations.get ml.versions.get ml.versions.list monitoring.notificationChannels.get notebooks.instances.create notebooks.instances.delete notebooks.instances.get resourcemanager.projects.get resourcemanager.projects.list run.executions.delete run.executions.get run.jobs.create run.jobs.delete run.jobs.get run.jobs.run run.jobs.update run.operations.delete run.operations.get run.routes.invoke run.services.create run.services.delete run.services.get serviceusage.services.list serviceusage.services.use storage.buckets.create storage.buckets.delete storage.buckets.get storage.buckets.list storage.objects.create storage.objects.delete storage.objects.get storage.objects.list storage.objects.update
Agen Layanan Kode Kustom Vertex AI (roles/aiplatform.customCodeServiceAgent) Memberikan Kode Kustom Vertex AI izin yang tepat. Peringatan: Jangan berikan peran agen layanan kepada akun utama apa pun kecuali agen layanan.	aiplatform.agentExamples.* aiplatform.agentExamples.create aiplatform.agentExamples.delete aiplatform.agentExamples.get aiplatform.agentExamples.list aiplatform.agentExamples.update aiplatform.agents.* aiplatform.agents.create aiplatform.agents.delete aiplatform.agents.get aiplatform.agents.list aiplatform.agents.update aiplatform.annotationSpecs.* aiplatform.annotationSpecs.create aiplatform.annotationSpecs.delete aiplatform.annotationSpecs.get aiplatform.annotationSpecs.list aiplatform.annotationSpecs.update aiplatform.annotations.* aiplatform.annotations.create aiplatform.annotations.delete aiplatform.annotations.get aiplatform.annotations.list aiplatform.annotations.update aiplatform.apps.* aiplatform.apps.create aiplatform.apps.delete aiplatform.apps.get aiplatform.apps.list aiplatform.apps.update aiplatform.artifacts.* aiplatform.artifacts.create aiplatform.artifacts.delete aiplatform.artifacts.get aiplatform.artifacts.list aiplatform.artifacts.update aiplatform.batchPredictionJobs.* aiplatform.batchPredictionJobs.cancel aiplatform.batchPredictionJobs.create aiplatform.batchPredictionJobs.delete aiplatform.batchPredictionJobs.get aiplatform.batchPredictionJobs.list aiplatform.cacheConfigs.get aiplatform.cachedContents.* aiplatform.cachedContents.create aiplatform.cachedContents.delete aiplatform.cachedContents.get aiplatform.cachedContents.list aiplatform.cachedContents.update aiplatform.consents.get aiplatform.contexts.* aiplatform.contexts.addContextArtifactsAndExecutions aiplatform.contexts.addContextChildren aiplatform.contexts.create aiplatform.contexts.delete aiplatform.contexts.get aiplatform.contexts.list aiplatform.contexts.queryContextLineageSubgraph aiplatform.contexts.update aiplatform.customJobs.* aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.delete aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.dataItems.* aiplatform.dataItems.create aiplatform.dataItems.delete aiplatform.dataItems.get aiplatform.dataItems.list aiplatform.dataItems.update aiplatform.dataLabelingJobs.* aiplatform.dataLabelingJobs.cancel aiplatform.dataLabelingJobs.create aiplatform.dataLabelingJobs.delete aiplatform.dataLabelingJobs.get aiplatform.dataLabelingJobs.list aiplatform.datasetVersions.* aiplatform.datasetVersions.create aiplatform.datasetVersions.delete aiplatform.datasetVersions.get aiplatform.datasetVersions.list aiplatform.datasetVersions.restore aiplatform.datasets.* aiplatform.datasets.create aiplatform.datasets.delete aiplatform.datasets.export aiplatform.datasets.get aiplatform.datasets.import aiplatform.datasets.list aiplatform.datasets.update aiplatform.deploymentResourcePools.* aiplatform.deploymentResourcePools.create aiplatform.deploymentResourcePools.delete aiplatform.deploymentResourcePools.get aiplatform.deploymentResourcePools.list aiplatform.deploymentResourcePools.queryDeployedModels aiplatform.deploymentResourcePools.update aiplatform.edgeDeploymentJobs.* aiplatform.edgeDeploymentJobs.create aiplatform.edgeDeploymentJobs.delete aiplatform.edgeDeploymentJobs.get aiplatform.edgeDeploymentJobs.list aiplatform.edgeDeviceDebugInfo.get aiplatform.edgeDevices.* aiplatform.edgeDevices.create aiplatform.edgeDevices.delete aiplatform.edgeDevices.get aiplatform.edgeDevices.list aiplatform.edgeDevices.update aiplatform.endpoints.create aiplatform.endpoints.delete aiplatform.endpoints.deploy aiplatform.endpoints.explain aiplatform.endpoints.get aiplatform.endpoints.list aiplatform.endpoints.predict aiplatform.endpoints.undeploy aiplatform.endpoints.update aiplatform.entityTypes.create aiplatform.entityTypes.delete aiplatform.entityTypes.deleteFeatureValues aiplatform.entityTypes.exportFeatureValues aiplatform.entityTypes.get aiplatform.entityTypes.importFeatureValues aiplatform.entityTypes.list aiplatform.entityTypes.readFeatureValues aiplatform.entityTypes.streamingReadFeatureValues aiplatform.entityTypes.update aiplatform.entityTypes.writeFeatureValues aiplatform.executions.* aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.* aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.* aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.* aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.* aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.* aiplatform.locations.get aiplatform.locations.list aiplatform.metadataSchemas.* aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.* aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.modelDeploymentMonitoringJobs.* aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.* aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.* aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.* aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.* aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.* aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.* aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.* aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.reasoningEngines.* aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.sessions.* aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.specialistPools.* aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.* aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.trainingPipelines.* aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.* aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.* aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.vertexTune artifactregistry.repositories.downloadArtifacts artifactregistry.repositories.get artifactregistry.repositories.list artifactregistry.tags.get artifactregistry.versions.get bigquery.datasets.create bigquery.datasets.get bigquery.jobs.create bigquery.jobs.get bigquery.readsessions.create bigquery.readsessions.getData bigquery.tables.create bigquery.tables.export bigquery.tables.get bigquery.tables.getData bigquery.tables.update bigquery.tables.updateData iam.serviceAccounts.get iam.serviceAccounts.getAccessToken iam.serviceAccounts.getOpenIdToken iam.serviceAccounts.implicitDelegation iam.serviceAccounts.list iam.serviceAccounts.signBlob iam.serviceAccounts.signJwt logging.logEntries.create logging.logEntries.route monitoring.metricDescriptors.create monitoring.metricDescriptors.get monitoring.metricDescriptors.list monitoring.monitoredResourceDescriptors.* monitoring.monitoredResourceDescriptors.get monitoring.monitoredResourceDescriptors.list monitoring.timeSeries.create resourcemanager.projects.get resourcemanager.projects.list serviceusage.services.use storage.buckets.create storage.buckets.delete storage.buckets.get storage.buckets.list storage.objects.create storage.objects.delete storage.objects.get storage.objects.list storage.objects.update
AI Platform Notebooks Service Agent (roles/notebooks.serviceAgent) Memberikan agen layanan notebook akses untuk mengelola instance notebook di project pengguna Peringatan: Jangan berikan peran agen layanan kepada akun utama apa pun kecuali agen layanan.	aiplatform.customJobs.cancel aiplatform.customJobs.create aiplatform.customJobs.get aiplatform.customJobs.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.operations.list aiplatform.pipelineJobs.create aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update backupdr.backupPlanAssociations.createForComputeInstance backupdr.backupPlanAssociations.deleteForComputeInstance backupdr.backupPlanAssociations.list backupdr.backupPlanAssociations.triggerBackupForComputeInstance backupdr.backupPlans.useForComputeInstance compute.acceleratorTypes.* compute.acceleratorTypes.get compute.acceleratorTypes.list compute.addresses.createInternal compute.addresses.deleteInternal compute.addresses.get compute.addresses.list compute.addresses.listEffectiveTags compute.addresses.listTagBindings compute.addresses.use compute.addresses.useInternal compute.autoscalers.* compute.autoscalers.create compute.autoscalers.delete compute.autoscalers.get compute.autoscalers.list compute.autoscalers.update compute.backendBuckets.get compute.backendBuckets.getIamPolicy compute.backendBuckets.list compute.backendBuckets.listEffectiveTags compute.backendBuckets.listTagBindings compute.backendServices.get compute.backendServices.getIamPolicy compute.backendServices.list compute.backendServices.listEffectiveTags compute.backendServices.listTagBindings compute.commitments.get compute.commitments.list compute.diskTypes.* compute.diskTypes.get compute.diskTypes.list compute.disks.* compute.disks.addResourcePolicies compute.disks.create compute.disks.createSnapshot compute.disks.createTagBinding compute.disks.delete compute.disks.deleteTagBinding compute.disks.get compute.disks.getIamPolicy compute.disks.list compute.disks.listEffectiveTags compute.disks.listTagBindings compute.disks.removeResourcePolicies compute.disks.resize compute.disks.setIamPolicy compute.disks.setLabels compute.disks.startAsyncReplication compute.disks.stopAsyncReplication compute.disks.stopGroupAsyncReplication compute.disks.update compute.disks.use compute.disks.useReadOnly compute.externalVpnGateways.get compute.externalVpnGateways.list compute.externalVpnGateways.listEffectiveTags compute.externalVpnGateways.listTagBindings compute.firewallPolicies.get compute.firewallPolicies.getIamPolicy compute.firewallPolicies.list compute.firewallPolicies.listEffectiveTags compute.firewallPolicies.listTagBindings compute.firewalls.get compute.firewalls.list compute.firewalls.listEffectiveTags compute.firewalls.listTagBindings compute.forwardingRules.get compute.forwardingRules.list compute.forwardingRules.listEffectiveTags compute.forwardingRules.listTagBindings compute.futureReservations.get compute.futureReservations.getIamPolicy compute.futureReservations.list compute.globalAddresses.get compute.globalAddresses.list compute.globalAddresses.listEffectiveTags compute.globalAddresses.listTagBindings compute.globalAddresses.use compute.globalForwardingRules.get compute.globalForwardingRules.list compute.globalForwardingRules.listEffectiveTags compute.globalForwardingRules.listTagBindings compute.globalForwardingRules.pscGet compute.globalNetworkEndpointGroups.* compute.globalNetworkEndpointGroups.attachNetworkEndpoints compute.globalNetworkEndpointGroups.create compute.globalNetworkEndpointGroups.createTagBinding compute.globalNetworkEndpointGroups.delete compute.globalNetworkEndpointGroups.deleteTagBinding compute.globalNetworkEndpointGroups.detachNetworkEndpoints compute.globalNetworkEndpointGroups.get compute.globalNetworkEndpointGroups.list compute.globalNetworkEndpointGroups.listEffectiveTags compute.globalNetworkEndpointGroups.listTagBindings compute.globalNetworkEndpointGroups.use compute.globalOperations.get compute.globalOperations.getIamPolicy compute.globalOperations.list compute.globalPublicDelegatedPrefixes.get compute.globalPublicDelegatedPrefixes.list compute.healthChecks.get compute.healthChecks.list compute.healthChecks.listEffectiveTags compute.healthChecks.listTagBindings compute.httpHealthChecks.get compute.httpHealthChecks.list compute.httpHealthChecks.listEffectiveTags compute.httpHealthChecks.listTagBindings compute.httpsHealthChecks.get compute.httpsHealthChecks.list compute.httpsHealthChecks.listEffectiveTags compute.httpsHealthChecks.listTagBindings compute.images.* compute.images.create compute.images.createTagBinding compute.images.delete compute.images.deleteTagBinding compute.images.deprecate compute.images.get compute.images.getFromFamily compute.images.getIamPolicy compute.images.list compute.images.listEffectiveTags compute.images.listTagBindings compute.images.setIamPolicy compute.images.setLabels compute.images.update compute.images.useReadOnly compute.instanceGroupManagers.* compute.instanceGroupManagers.create compute.instanceGroupManagers.createTagBinding compute.instanceGroupManagers.delete compute.instanceGroupManagers.deleteTagBinding compute.instanceGroupManagers.get compute.instanceGroupManagers.list compute.instanceGroupManagers.listEffectiveTags compute.instanceGroupManagers.listTagBindings compute.instanceGroupManagers.update compute.instanceGroupManagers.use compute.instanceGroups.* compute.instanceGroups.create compute.instanceGroups.createTagBinding compute.instanceGroups.delete compute.instanceGroups.deleteTagBinding compute.instanceGroups.get compute.instanceGroups.list compute.instanceGroups.listEffectiveTags compute.instanceGroups.listTagBindings compute.instanceGroups.update compute.instanceGroups.use compute.instanceSettings.* compute.instanceSettings.get compute.instanceSettings.update compute.instanceTemplates.* compute.instanceTemplates.create compute.instanceTemplates.delete compute.instanceTemplates.get compute.instanceTemplates.getIamPolicy compute.instanceTemplates.list compute.instanceTemplates.setIamPolicy compute.instanceTemplates.useReadOnly compute.instances.* compute.instances.addAccessConfig compute.instances.addResourcePolicies compute.instances.attachDisk compute.instances.create compute.instances.createTagBinding compute.instances.delete compute.instances.deleteAccessConfig compute.instances.deleteTagBinding compute.instances.detachDisk compute.instances.get compute.instances.getEffectiveFirewalls compute.instances.getGuestAttributes compute.instances.getIamPolicy compute.instances.getScreenshot compute.instances.getSerialPortOutput compute.instances.getShieldedInstanceIdentity compute.instances.getShieldedVmIdentity compute.instances.list compute.instances.listEffectiveTags compute.instances.listReferrers compute.instances.listTagBindings compute.instances.osAdminLogin compute.instances.osLogin compute.instances.pscInterfaceCreate compute.instances.removeResourcePolicies compute.instances.reset compute.instances.resume compute.instances.sendDiagnosticInterrupt compute.instances.setDeletionProtection compute.instances.setDiskAutoDelete compute.instances.setIamPolicy compute.instances.setLabels compute.instances.setMachineResources compute.instances.setMachineType compute.instances.setMetadata compute.instances.setMinCpuPlatform compute.instances.setName compute.instances.setScheduling compute.instances.setSecurityPolicy compute.instances.setServiceAccount compute.instances.setShieldedInstanceIntegrityPolicy compute.instances.setShieldedVmIntegrityPolicy compute.instances.setTags compute.instances.simulateMaintenanceEvent compute.instances.start compute.instances.startWithEncryptionKey compute.instances.stop compute.instances.suspend compute.instances.update compute.instances.updateAccessConfig compute.instances.updateDisplayDevice compute.instances.updateNetworkInterface compute.instances.updateSecurity compute.instances.updateShieldedInstanceConfig compute.instances.updateShieldedVmConfig compute.instances.use compute.instances.useReadOnly compute.instantSnapshots.* compute.instantSnapshots.create compute.instantSnapshots.delete compute.instantSnapshots.export compute.instantSnapshots.get compute.instantSnapshots.getIamPolicy compute.instantSnapshots.list compute.instantSnapshots.setIamPolicy compute.instantSnapshots.setLabels compute.instantSnapshots.useReadOnly compute.interconnectAttachments.get compute.interconnectAttachments.list compute.interconnectAttachments.listEffectiveTags compute.interconnectAttachments.listTagBindings compute.interconnectLocations.* compute.interconnectLocations.get compute.interconnectLocations.list compute.interconnectRemoteLocations.* compute.interconnectRemoteLocations.get compute.interconnectRemoteLocations.list compute.interconnects.get compute.interconnects.list compute.interconnects.listEffectiveTags compute.interconnects.listTagBindings compute.licenseCodes.* compute.licenseCodes.get compute.licenseCodes.getIamPolicy compute.licenseCodes.list compute.licenseCodes.setIamPolicy compute.licenseCodes.update compute.licenses.* compute.licenses.create compute.licenses.delete compute.licenses.get compute.licenses.getIamPolicy compute.licenses.list compute.licenses.setIamPolicy compute.machineImages.* compute.machineImages.create compute.machineImages.delete compute.machineImages.get compute.machineImages.getIamPolicy compute.machineImages.list compute.machineImages.setIamPolicy compute.machineImages.useReadOnly compute.machineTypes.* compute.machineTypes.get compute.machineTypes.list compute.multiMig.* compute.multiMig.create compute.multiMig.delete compute.multiMig.get compute.multiMig.list compute.networkAttachments.get compute.networkAttachments.getIamPolicy compute.networkAttachments.list compute.networkAttachments.listEffectiveTags compute.networkAttachments.listTagBindings compute.networkEdgeSecurityServices.get compute.networkEdgeSecurityServices.list compute.networkEdgeSecurityServices.listEffectiveTags compute.networkEdgeSecurityServices.listTagBindings compute.networkEndpointGroups.* compute.networkEndpointGroups.attachNetworkEndpoints compute.networkEndpointGroups.create compute.networkEndpointGroups.createTagBinding compute.networkEndpointGroups.delete compute.networkEndpointGroups.deleteTagBinding compute.networkEndpointGroups.detachNetworkEndpoints compute.networkEndpointGroups.get compute.networkEndpointGroups.list compute.networkEndpointGroups.listEffectiveTags compute.networkEndpointGroups.listTagBindings compute.networkEndpointGroups.use compute.networkProfiles.* compute.networkProfiles.get compute.networkProfiles.list compute.networks.get compute.networks.getEffectiveFirewalls compute.networks.getRegionEffectiveFirewalls compute.networks.list compute.networks.listEffectiveTags compute.networks.listPeeringRoutes compute.networks.listTagBindings compute.networks.use compute.networks.useExternalIp compute.nodeGroups.get compute.nodeGroups.getIamPolicy compute.nodeGroups.list compute.nodeTemplates.get compute.nodeTemplates.getIamPolicy compute.nodeTemplates.list compute.nodeTypes.* compute.nodeTypes.get compute.nodeTypes.list compute.organizations.listAssociations compute.packetMirrorings.get compute.packetMirrorings.list compute.packetMirrorings.listEffectiveTags compute.packetMirrorings.listTagBindings compute.projects.get compute.projects.setCommonInstanceMetadata compute.publicAdvertisedPrefixes.get compute.publicAdvertisedPrefixes.list compute.publicDelegatedPrefixes.get compute.publicDelegatedPrefixes.list compute.publicDelegatedPrefixes.listEffectiveTags compute.publicDelegatedPrefixes.listTagBindings compute.regionBackendServices.get compute.regionBackendServices.getIamPolicy compute.regionBackendServices.list compute.regionBackendServices.listEffectiveTags compute.regionBackendServices.listTagBindings compute.regionFirewallPolicies.get compute.regionFirewallPolicies.getIamPolicy compute.regionFirewallPolicies.list compute.regionFirewallPolicies.listEffectiveTags compute.regionFirewallPolicies.listTagBindings compute.regionHealthCheckServices.get compute.regionHealthCheckServices.list compute.regionHealthChecks.get compute.regionHealthChecks.list compute.regionHealthChecks.listEffectiveTags compute.regionHealthChecks.listTagBindings compute.regionNetworkEndpointGroups.* compute.regionNetworkEndpointGroups.attachNetworkEndpoints compute.regionNetworkEndpointGroups.create compute.regionNetworkEndpointGroups.createTagBinding compute.regionNetworkEndpointGroups.delete compute.regionNetworkEndpointGroups.deleteTagBinding compute.regionNetworkEndpointGroups.detachNetworkEndpoints compute.regionNetworkEndpointGroups.get compute.regionNetworkEndpointGroups.list compute.regionNetworkEndpointGroups.listEffectiveTags compute.regionNetworkEndpointGroups.listTagBindings compute.regionNetworkEndpointGroups.use compute.regionNotificationEndpoints.get compute.regionNotificationEndpoints.list compute.regionOperations.get compute.regionOperations.getIamPolicy compute.regionOperations.list compute.regionSecurityPolicies.get compute.regionSecurityPolicies.list compute.regionSecurityPolicies.listEffectiveTags compute.regionSecurityPolicies.listTagBindings compute.regionSslCertificates.get compute.regionSslCertificates.list compute.regionSslCertificates.listEffectiveTags compute.regionSslCertificates.listTagBindings compute.regionSslPolicies.get compute.regionSslPolicies.list compute.regionSslPolicies.listAvailableFeatures compute.regionSslPolicies.listEffectiveTags compute.regionSslPolicies.listTagBindings compute.regionTargetHttpProxies.get compute.regionTargetHttpProxies.list compute.regionTargetHttpProxies.listEffectiveTags compute.regionTargetHttpProxies.listTagBindings compute.regionTargetHttpsProxies.get compute.regionTargetHttpsProxies.list compute.regionTargetHttpsProxies.listEffectiveTags compute.regionTargetHttpsProxies.listTagBindings compute.regionTargetTcpProxies.get compute.regionTargetTcpProxies.list compute.regionTargetTcpProxies.listEffectiveTags compute.regionTargetTcpProxies.listTagBindings compute.regionUrlMaps.get compute.regionUrlMaps.list compute.regionUrlMaps.listEffectiveTags compute.regionUrlMaps.listTagBindings compute.regionUrlMaps.validate compute.regions.* compute.regions.get compute.regions.list compute.reservations.get compute.reservations.list compute.resourcePolicies.* compute.resourcePolicies.create compute.resourcePolicies.delete compute.resourcePolicies.get compute.resourcePolicies.getIamPolicy compute.resourcePolicies.list compute.resourcePolicies.setIamPolicy compute.resourcePolicies.update compute.resourcePolicies.use compute.resourcePolicies.useReadOnly compute.routers.get compute.routers.getRoutePolicy compute.routers.list compute.routers.listBgpRoutes compute.routers.listEffectiveTags compute.routers.listRoutePolicies compute.routers.listTagBindings compute.routes.get compute.routes.list compute.routes.listEffectiveTags compute.routes.listTagBindings compute.securityPolicies.get compute.securityPolicies.list compute.securityPolicies.listEffectiveTags compute.securityPolicies.listTagBindings compute.serviceAttachments.get compute.serviceAttachments.getIamPolicy compute.serviceAttachments.list compute.serviceAttachments.listEffectiveTags compute.serviceAttachments.listTagBindings compute.snapshotSettings.get compute.snapshots.* compute.snapshots.create compute.snapshots.createTagBinding compute.snapshots.delete compute.snapshots.deleteTagBinding compute.snapshots.get compute.snapshots.getIamPolicy compute.snapshots.list compute.snapshots.listEffectiveTags compute.snapshots.listTagBindings compute.snapshots.setIamPolicy compute.snapshots.setLabels compute.snapshots.useReadOnly compute.spotAssistants.get compute.sslCertificates.get compute.sslCertificates.list compute.sslCertificates.listEffectiveTags compute.sslCertificates.listTagBindings compute.sslPolicies.get compute.sslPolicies.list compute.sslPolicies.listAvailableFeatures compute.sslPolicies.listEffectiveTags compute.sslPolicies.listTagBindings compute.storagePools.get compute.storagePools.getIamPolicy compute.storagePools.list compute.storagePools.use compute.subnetworks.get compute.subnetworks.getIamPolicy compute.subnetworks.list compute.subnetworks.listEffectiveTags compute.subnetworks.listTagBindings compute.subnetworks.use compute.subnetworks.useExternalIp compute.targetGrpcProxies.get compute.targetGrpcProxies.list compute.targetGrpcProxies.listEffectiveTags compute.targetGrpcProxies.listTagBindings compute.targetHttpProxies.get compute.targetHttpProxies.list compute.targetHttpProxies.listEffectiveTags compute.targetHttpProxies.listTagBindings compute.targetHttpsProxies.get compute.targetHttpsProxies.list compute.targetHttpsProxies.listEffectiveTags compute.targetHttpsProxies.listTagBindings compute.targetInstances.get compute.targetInstances.list compute.targetInstances.listEffectiveTags compute.targetInstances.listTagBindings compute.targetPools.get compute.targetPools.list compute.targetPools.listEffectiveTags compute.targetPools.listTagBindings compute.targetSslProxies.get compute.targetSslProxies.list compute.targetSslProxies.listEffectiveTags compute.targetSslProxies.listTagBindings compute.targetTcpProxies.get compute.targetTcpProxies.list compute.targetTcpProxies.listEffectiveTags compute.targetTcpProxies.listTagBindings compute.targetVpnGateways.get compute.targetVpnGateways.list compute.targetVpnGateways.listEffectiveTags compute.targetVpnGateways.listTagBindings compute.urlMaps.get compute.urlMaps.list compute.urlMaps.listEffectiveTags compute.urlMaps.listTagBindings compute.urlMaps.validate compute.vpnGateways.get compute.vpnGateways.list compute.vpnGateways.listEffectiveTags compute.vpnGateways.listTagBindings compute.vpnTunnels.get compute.vpnTunnels.list compute.vpnTunnels.listEffectiveTags compute.vpnTunnels.listTagBindings compute.zoneOperations.get compute.zoneOperations.getIamPolicy compute.zoneOperations.list compute.zones.* compute.zones.get compute.zones.list dataproc.clusters.get dataproc.clusters.use dataproc.jobs.cancel dataproc.jobs.create dataproc.jobs.delete dataproc.jobs.get dataproc.jobs.list dataproc.jobs.update iam.serviceAccounts.actAs iam.serviceAccounts.get iam.serviceAccounts.getAccessToken iam.serviceAccounts.list ml.jobs.create ml.jobs.get ml.jobs.list notebooks.* notebooks.environments.create notebooks.environments.delete notebooks.environments.get notebooks.environments.getIamPolicy notebooks.environments.list notebooks.environments.setIamPolicy notebooks.executions.create notebooks.executions.delete notebooks.executions.get notebooks.executions.getIamPolicy notebooks.executions.list notebooks.executions.setIamPolicy notebooks.instances.checkUpgradability notebooks.instances.create notebooks.instances.delete notebooks.instances.diagnose notebooks.instances.get notebooks.instances.getHealth notebooks.instances.getIamPolicy notebooks.instances.list notebooks.instances.reset notebooks.instances.setAccelerator notebooks.instances.setIamPolicy notebooks.instances.setLabels notebooks.instances.setMachineType notebooks.instances.start notebooks.instances.stop notebooks.instances.update notebooks.instances.updateConfig notebooks.instances.updateShieldInstanceConfig notebooks.instances.upgrade notebooks.instances.use notebooks.locations.get notebooks.locations.list notebooks.operations.cancel notebooks.operations.delete notebooks.operations.get notebooks.operations.list notebooks.runtimes.create notebooks.runtimes.delete notebooks.runtimes.diagnose notebooks.runtimes.get notebooks.runtimes.getIamPolicy notebooks.runtimes.list notebooks.runtimes.reset notebooks.runtimes.setIamPolicy notebooks.runtimes.start notebooks.runtimes.stop notebooks.runtimes.switch notebooks.runtimes.update notebooks.runtimes.upgrade notebooks.schedules.create notebooks.schedules.delete notebooks.schedules.get notebooks.schedules.getIamPolicy notebooks.schedules.list notebooks.schedules.setIamPolicy resourcemanager.projects.get resourcemanager.projects.list serviceusage.quotas.get serviceusage.services.get serviceusage.services.list

Memberikan agen layanan Vertex AI akses ke resource lain

Terkadang Anda perlu memberikan peran tambahan ke agen layanan Vertex AI. Misalnya, jika Anda memerlukan Vertex AI untuk mengakses bucket Cloud Storage di project lain, Anda perlu memberikan satu atau beberapa peran tambahan kepada agen layanan.

Catatan: Jika ingin kode pelatihan kustom Anda mendapatkan token akses OAuth 2.0 dengan cakupan https://www.googleapis.com/auth/cloud-platform, Anda harus menggunakan akun layanan kustom untuk pelatihan. Anda tidak dapat memberikan tingkat akses seperti ini ke Agen Layanan Kustom Kode Vertex AI.

Persyaratan penambahan peran untuk BigQuery

Tabel berikut menjelaskan peran tambahan yang perlu ditambahkan ke Agen Layanan Vertex AI untuk tabel atau tampilan BigQuery di project yang berbeda atau didukung oleh sumber data eksternal.

Istilah project rumah mengacu pada project tempat set data atau model Vertex AI berada. Istilah project yang berbeda mengacu pada project lainnya.

Jenis tabel	Project tabel	Sumber data project	Penambahan peran yang diperlukan
Tabel BigQuery native	Project rumah	T/A	Tidak ada.
Tabel BigQuery native	Project yang berbeda	T/A	BigQuery Data Viewer untuk project yang berbeda. Pelajari lebih lanjut.
Tampilan BigQuery	Project rumah	T/A	Tidak ada.
Tampilan BigQuery	Project yang berbeda	T/A	BigQuery Data Viewer untuk project yang berbeda. Pelajari lebih lanjut.
Sumber data BigQuery eksternal yang didukung oleh Bigtable	Project rumah	Project rumah	Bigtable Reader untuk project rumah. Pelajari lebih lanjut.
Sumber data BigQuery eksternal yang didukung oleh Bigtable	Project rumah	Project yang berbeda	Bigtable Reader untuk project yang berbeda. Pelajari lebih lanjut.
Sumber data BigQuery eksternal yang didukung oleh Bigtable	Project yang berbeda	Project yang berbeda	BigQuery Reader dan Bigtable Reader untuk project yang berbeda. Pelajari lebih lanjut.
Sumber data BigQuery eksternal yang didukung oleh Cloud Storage	Project rumah	Project rumah	Tidak ada.
Sumber data BigQuery eksternal yang didukung oleh Cloud Storage	Project rumah	Project yang berbeda	Storage Object Viewer untuk project yang berbeda. Pelajari lebih lanjut.
Sumber data BigQuery eksternal yang didukung oleh Cloud Storage	Project yang berbeda	Project yang berbeda	Storage Object Viewer dan BigQuery Data Viewer untuk project yang berbeda. Pelajari lebih lanjut.
Sumber data BigQuery eksternal yang didukung oleh Google Spreadsheet	Project rumah	T/A	Bagikan file Spreadsheet Anda dengan akun layanan Vertex AI. Pelajari lebih lanjut.
Sumber data BigQuery eksternal yang didukung oleh Google Spreadsheet	Project yang berbeda	T/A	BigQuery Reader untuk berbagai project dan bagikan file Spreadsheet Anda dengan akun layanan Vertex AI.

Persyaratan penambahan peran untuk Cloud Storage

Jika mengakses data di bucket Cloud Storage di project lain, Anda harus memberikan peran Storage > Storage Object Viewer ke Vertex AI dalam project tersebut. Pelajari lebih lanjut.

Jika Anda menggunakan bucket Cloud Storage guna menerima data dari komputer lokal untuk operasi impor, dan bucket ini berada dalam project yang berbeda dengan project Google Cloud, Anda harus memberikan peran Storage > Storage Object Creator terhadap Vertex AI dalam project tersebut. Pelajari lebih lanjut.

Memberikan Vertex AI akses ke resource di project rumah Anda

Untuk memberikan peran tambahan kepada agen layanan untuk Vertex AI di project rumah Anda:

1. Buka halaman IAM di Konsol Google Cloud untuk project rumah Anda.

   Buka halaman IAM

2. Centang kotak Include Google-provided role grants.

3. Tentukan agen layanan yang ingin Anda beri izin, lalu klik ikon pensil .

   Anda dapat memfilter Principal:@gcp-sa-aiplatform-cc.iam.gserviceaccount.com untuk menemukan agen layanan Vertex AI.

4. Berikan peran yang diperlukan ke akun layanan dan simpan perubahan Anda.

Memberikan Vertex AI akses ke resource di project yang berbeda

Saat menggunakan sumber data atau tujuan di project yang berbeda, Anda harus memberikan izin ke akun layanan Vertex AI dalam project tersebut. Akun layanan Vertex AI dibuat setelah Anda memulai tugas asinkron pertama (misalnya membuat endpoint). Anda juga dapat secara eksplisit membuat akun layanan Vertex AI menggunakan gcloud CLI dengan mengikuti petunjuk ini. Perintah gcloud ini akan membuat akun layanan default dan akun layanan kode kustom, meskipun hanya akun layanan default yang akan ditampilkan dalam respons.

Untuk menambahkan izin ke Vertex AI di project yang berbeda:

1. Buka halaman IAM di Konsol Google Cloud untuk project rumah Anda (project tempat Anda menggunakan Vertex AI).

   Buka halaman IAM

2. Centang kotak Include Google-provided role grants.

3. Tentukan agen layanan yang ingin Anda beri izin dan salin alamat emailnya (tercantum di bagian Principal).

   Anda dapat memfilter Principal:@gcp-sa-aiplatform-cc.iam.gserviceaccount.com untuk menemukan agen layanan Vertex AI.

4. Ubah project ke project yang perlu Anda berikan izin.

5. Klik Add, dan masukkan alamat email di New principals.

6. Tambahkan semua peran yang diperlukan, lalu klik Save.

Memberikan akses ke Google Spreadsheet

Jika menggunakan sumber data BigQuery eksternal yang didukung oleh Google Spreadsheet, Anda harus membagikan sheet dengan akun layanan Vertex AI. Akun layanan Vertex AI dibuat setelah Anda memulai tugas asinkron pertama (misalnya, membuat endpoint). Anda juga dapat secara eksplisit membuat akun layanan Vertex AI menggunakan gcloud CLI dengan mengikuti petunjuk ini.

Untuk memberikan otorisasi kepada Vertex AI agar dapat mengakses file Spreadsheet Anda:

1. Buka halaman IAM di Konsol Google Cloud.

   Buka halaman IAM

2. Cari akun layanan dengan nama Vertex AI Service Agent, lalu salin alamat emailnya (tercantum di bagian Principal).

3. Buka file Spreadsheet dan bagikan kepada alamat tersebut.

Langkah berikutnya

• Pelajari lebih lanjut tentang IAM.
• Pelajari izin IAM tertentu dan operasi yang didukungnya.
• Untuk mempelajari cara yang direkomendasikan dalam menyiapkan project untuk tim, lihat Menyiapkan project untuk tim.
• Dapatkan ringkasan tentang Vertex AI.