Kontrol akses Platform Agen dengan IAM

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

Ringkasan

Agent Platform 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 bawaan tersedia untuk mempermudah penyiapan akses, tetapi peran khusus direkomendasikan karena Anda yang 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 Agent Platform:

• Peran khusus memungkinkan Anda memilih sekumpulan 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 Agent Platform di level project.

• Peran dasar (Pemilik, Editor, dan Viewer) menyediakan kontrol akses ke resource Platform Agen Anda di tingkat project, dan bersifat umum untuk semua layanan Google Cloud .

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

Peran khusus

Peran khusus 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 butuhkan. Anda dapat membuat peran khusus untuk memberikan izin tertentu yang diperlukan kepada pokok Anda.

Misalnya, Anda dapat membuat peran khusus dengan izin aiplatform.endpoints.predict, lalu menetapkan peran tersebut ke akun layanan di endpoint. Peran ini memberikan kemampuan kepada akun layanan untuk memanggil endpoint untuk prediksi, tetapi tidak memberikan kemampuan untuk mengontrol endpoint.

Catatan: Saat menggunakan peran khusus, pemberian 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 bawaan untuk Platform Agen

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

Service agent roles

Service agent roles should only be granted to service agents.

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

Peran dasar

Peran dasar Google Cloudyang 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 bawaan atau peran khusus yang paling terbatas dan memenuhi kebutuhan Anda.

Akses tingkat project versus akses tingkat resource

Anda dapat mengelola akses di level project atau level resource. Anda juga dapat mengelola akses di tingkat folder atau organisasi.

Untuk sebagian besar resource Platform Agen, 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 resmi lainnya 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 Agent Platform 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 yang telah ditetapkan di Platform Agen mendukung kebijakan tingkat resource. Untuk mengidentifikasi peran yang dapat digunakan pada resource tertentu, lihat tabel Peran bawaan.

Resource yang didukung

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

Agent Platform menggunakan agen layanan yang berbeda, bergantung pada API yang dipanggil. Setiap agen layanan memiliki izin IAM tertentu pada project yang terkait dengannya. 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; mereka memungkinkan layanan untuk mengakses resource atas nama Anda.

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

Saat dibuat, agen layanan diberi peran yang telah ditetapkan untuk project Anda. Tabel berikut mencantumkan agen layanan Agent Platform, alamat email, dan masing-masing perannya:

Nama	Digunakan untuk	Alamat email	Peran
Agent Platform Service Agent	Kemampuan Platform Agen	[e-mail]	roles/aiplatform.serviceAgent
Agen Layanan Data RAG Vertex AI	RAG Vertex AI mengakses data yang diimpor pengguna, Vertex AI, dan pemroses Document AI dalam project	[e-mail]	roles/aiplatform.ragServiceAgent
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.

Agar Agent Platform dapat melakukan tugas seperti melatih model menggunakan data dari bucket Cloud Storage, Agent Platform memerlukan izin untuk membaca data tersebut. Untuk menanganinya secara aman, Platform Agen menggunakan akun layanan yang dikelola Google yang disebut Agen Layanan untuk mengakses resource Anda. Saat Anda menggunakan Agent Platform API, Agen Layanan ini akan otomatis diberi peran IAM (seperti Storage Object Viewer) di project Anda. Hal ini diharapkan dan diperlukan agar layanan berfungsi. Mekanisme ini memungkinkan Platform Agen mengakses data yang diperlukan untuk tugas yang Anda mulai, sementara data Anda tetap berada di bawah kebijakan kontrol akses project Anda.

Peran dan izin agen layanan

Lihat peran dan izin berikut yang diberikan kepada agen layanan Platform Agen.

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 mana 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.evaluationExperiments.* aiplatform.evaluationExperiments.create aiplatform.evaluationExperiments.delete aiplatform.evaluationExperiments.get aiplatform.evaluationExperiments.list aiplatform.evaluationExperiments.update aiplatform.evaluationItems.* aiplatform.evaluationItems.create aiplatform.evaluationItems.delete aiplatform.evaluationItems.get aiplatform.evaluationItems.list aiplatform.evaluationItems.update aiplatform.evaluationRuns.* aiplatform.evaluationRuns.cancel aiplatform.evaluationRuns.create aiplatform.evaluationRuns.delete aiplatform.evaluationRuns.execute aiplatform.evaluationRuns.get aiplatform.evaluationRuns.list aiplatform.evaluationRuns.update aiplatform.evaluationSets.* aiplatform.evaluationSets.create aiplatform.evaluationSets.delete aiplatform.evaluationSets.get aiplatform.evaluationSets.list aiplatform.evaluationSets.update aiplatform.exampleStores.* aiplatform.exampleStores.create aiplatform.exampleStores.delete aiplatform.exampleStores.get aiplatform.exampleStores.list aiplatform.exampleStores.readExample aiplatform.exampleStores.update aiplatform.exampleStores.writeExample aiplatform.executions.* aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.* aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureMonitorJobs.* aiplatform.featureMonitorJobs.create aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.* aiplatform.featureMonitors.create aiplatform.featureMonitors.delete aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureMonitors.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.directWrite aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.* aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.* aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.* aiplatform.locations.evaluateInstances aiplatform.locations.get aiplatform.locations.list aiplatform.memories.* aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.memoryRevisions.* aiplatform.memoryRevisions.get aiplatform.memoryRevisions.list aiplatform.memoryRevisions.rollback aiplatform.metadataSchemas.* aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.* aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.modelDeploymentMonitoringJobs.* aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.* aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.* aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.* aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.* aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.* aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.* aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.* aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.provisionedThroughputRevisions.* aiplatform.provisionedThroughputRevisions.get aiplatform.provisionedThroughputRevisions.list aiplatform.provisionedThroughputs.get aiplatform.provisionedThroughputs.list aiplatform.ragCorpora.* aiplatform.ragCorpora.create aiplatform.ragCorpora.delete aiplatform.ragCorpora.get aiplatform.ragCorpora.list aiplatform.ragCorpora.query aiplatform.ragCorpora.update aiplatform.ragEngineConfigs.get aiplatform.ragFiles.* aiplatform.ragFiles.delete aiplatform.ragFiles.get aiplatform.ragFiles.import aiplatform.ragFiles.list aiplatform.ragFiles.upload aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.sandboxEnvironments.* aiplatform.sandboxEnvironments.create aiplatform.sandboxEnvironments.delete aiplatform.sandboxEnvironments.execute aiplatform.sandboxEnvironments.get aiplatform.sandboxEnvironments.list aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.semanticGovernancePolicies.* aiplatform.semanticGovernancePolicies.create aiplatform.semanticGovernancePolicies.delete aiplatform.semanticGovernancePolicies.get aiplatform.semanticGovernancePolicies.list aiplatform.semanticGovernancePolicies.update aiplatform.semanticGovernancePolicyEngine.* aiplatform.semanticGovernancePolicyEngine.get aiplatform.semanticGovernancePolicyEngine.update aiplatform.sessionEvents.* aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.* aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.sessions.update aiplatform.specialistPools.* aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.* aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.trainingPipelines.* aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.* aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.* aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.optimizePrompt aiplatform.tuningJobs.validateReinforcementTuningReward aiplatform.tuningJobs.vertexTune artifactregistry.repositories.create artifactregistry.repositories.downloadArtifacts artifactregistry.repositories.get artifactregistry.repositories.list artifactregistry.repositories.uploadArtifacts artifactregistry.tags.get artifactregistry.versions.get automl.datasets.export automl.datasets.get automl.datasets.list automl.modelEvaluations.list automl.models.get automl.models.list automl.operations.get automl.tableSpecs.get bigquery.datasets.create bigquery.datasets.get bigquery.jobs.create bigquery.jobs.get bigquery.models.create bigquery.models.export bigquery.models.getData bigquery.objectRefs.read bigquery.readsessions.create bigquery.readsessions.getData bigquery.tables.create bigquery.tables.export bigquery.tables.get bigquery.tables.getData bigquery.tables.update bigquery.tables.updateData bigtable.tables.get bigtable.tables.list bigtable.tables.readRows binaryauthorization.policy.evaluatePolicy cloudtrace.traces.get cloudtrace.traces.list compute.addresses.get compute.addresses.list compute.addresses.use compute.addresses.useInternal compute.disks.create compute.disks.createSnapshot compute.disks.createTagBinding compute.disks.delete compute.disks.get compute.disks.setLabels compute.disks.use compute.disks.useReadOnly compute.globalOperations.get compute.instances.attachDisk compute.instances.create compute.instances.createTagBinding compute.instances.delete compute.instances.detachDisk compute.instances.get compute.instances.getGuestAttributes compute.instances.list compute.instances.setLabels compute.instances.setMetadata compute.instances.setServiceAccount compute.instances.setTags compute.instances.start compute.instances.stop compute.instances.update compute.instances.useReadOnly compute.machineTypes.get compute.networks.get compute.networks.use compute.networks.useExternalIp compute.snapshots.create compute.snapshots.delete compute.snapshots.useReadOnly compute.subnetworks.get compute.subnetworks.list compute.subnetworks.use compute.subnetworks.useExternalIp compute.zoneOperations.get dataflow.jobs.* dataflow.jobs.cancel dataflow.jobs.create dataflow.jobs.get dataflow.jobs.list dataflow.jobs.snapshot dataflow.jobs.updateContents dataflow.messages.list dataflow.metrics.get dataflow.snapshots.* dataflow.snapshots.delete dataflow.snapshots.get dataflow.snapshots.list datalabeling.annotateddatasets.get datalabeling.datasets.export datalabeling.datasets.get datalabeling.datasets.list datalabeling.operations.get hypercomputecluster.clusters.* hypercomputecluster.clusters.create hypercomputecluster.clusters.delete hypercomputecluster.clusters.get hypercomputecluster.clusters.list hypercomputecluster.clusters.update hypercomputecluster.locations.* hypercomputecluster.locations.get hypercomputecluster.locations.list hypercomputecluster.operations.* hypercomputecluster.operations.cancel hypercomputecluster.operations.delete hypercomputecluster.operations.get hypercomputecluster.operations.list iam.serviceAccounts.actAs iam.serviceAccounts.getAccessToken iam.serviceAccounts.getOpenIdToken logging.logEntries.create logging.logEntries.route logging.views.access logging.views.get ml.models.list ml.operations.get ml.versions.get ml.versions.list monitoring.metricDescriptors.create monitoring.metricDescriptors.get monitoring.metricDescriptors.list monitoring.monitoredResourceDescriptors.* monitoring.monitoredResourceDescriptors.get monitoring.monitoredResourceDescriptors.list monitoring.notificationChannels.get monitoring.timeSeries.create notebooks.instances.create notebooks.instances.delete notebooks.instances.get resourcemanager.projects.get resourcemanager.projects.list run.executions.delete run.executions.get run.jobs.create run.jobs.delete run.jobs.get run.jobs.run run.jobs.update run.operations.delete run.operations.get run.routes.invoke run.services.create run.services.delete run.services.get servicemanagement.services.report serviceusage.services.list serviceusage.services.use storage.buckets.create storage.buckets.delete storage.buckets.get storage.buckets.list storage.objects.create storage.objects.delete storage.objects.get storage.objects.list storage.objects.update
Agen Layanan Data RAG Vertex AI (roles/aiplatform.ragServiceAgent) Agen Layanan Vertex AI yang digunakan oleh Vertex RAG untuk mengakses data yang diimpor pengguna, pemroses Vertex AI, Document AI, dan Vector Search dalam project Peringatan: Jangan berikan peran agen layanan kepada akun utama mana pun kecuali agen layanan.	aiplatform.endpoints.get aiplatform.endpoints.predict aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.models.get bigquery.datasets.create bigquery.datasets.get bigquery.jobs.create bigquery.jobs.get bigquery.readsessions.create bigquery.readsessions.getData bigquery.tables.create bigquery.tables.createSnapshot bigquery.tables.deleteSnapshot bigquery.tables.export bigquery.tables.get bigquery.tables.getData bigquery.tables.restoreSnapshot bigquery.tables.update bigquery.tables.updateData documentai.processorVersions.processOnline documentai.processors.get documentai.processors.processOnline logging.logEntries.create logging.logEntries.route storage.buckets.get storage.buckets.list storage.objects.get storage.objects.list vectorsearch.collections.* vectorsearch.collections.create vectorsearch.collections.delete vectorsearch.collections.get vectorsearch.collections.list vectorsearch.collections.update vectorsearch.dataObjects.* vectorsearch.dataObjects.create vectorsearch.dataObjects.delete vectorsearch.dataObjects.get vectorsearch.dataObjects.import vectorsearch.dataObjects.query vectorsearch.dataObjects.search vectorsearch.dataObjects.update vectorsearch.indexes.* vectorsearch.indexes.create vectorsearch.indexes.delete vectorsearch.indexes.get vectorsearch.indexes.list vectorsearch.operations.get vectorsearch.operations.list
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 mana 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.evaluationExperiments.* aiplatform.evaluationExperiments.create aiplatform.evaluationExperiments.delete aiplatform.evaluationExperiments.get aiplatform.evaluationExperiments.list aiplatform.evaluationExperiments.update aiplatform.evaluationItems.* aiplatform.evaluationItems.create aiplatform.evaluationItems.delete aiplatform.evaluationItems.get aiplatform.evaluationItems.list aiplatform.evaluationItems.update aiplatform.evaluationRuns.* aiplatform.evaluationRuns.cancel aiplatform.evaluationRuns.create aiplatform.evaluationRuns.delete aiplatform.evaluationRuns.execute aiplatform.evaluationRuns.get aiplatform.evaluationRuns.list aiplatform.evaluationRuns.update aiplatform.evaluationSets.* aiplatform.evaluationSets.create aiplatform.evaluationSets.delete aiplatform.evaluationSets.get aiplatform.evaluationSets.list aiplatform.evaluationSets.update aiplatform.exampleStores.* aiplatform.exampleStores.create aiplatform.exampleStores.delete aiplatform.exampleStores.get aiplatform.exampleStores.list aiplatform.exampleStores.readExample aiplatform.exampleStores.update aiplatform.exampleStores.writeExample aiplatform.executions.* aiplatform.executions.addExecutionEvents aiplatform.executions.create aiplatform.executions.delete aiplatform.executions.get aiplatform.executions.list aiplatform.executions.queryExecutionInputsAndOutputs aiplatform.executions.update aiplatform.extensions.* aiplatform.extensions.delete aiplatform.extensions.execute aiplatform.extensions.get aiplatform.extensions.import aiplatform.extensions.list aiplatform.extensions.update aiplatform.featureGroups.create aiplatform.featureGroups.delete aiplatform.featureGroups.get aiplatform.featureGroups.list aiplatform.featureGroups.update aiplatform.featureMonitorJobs.* aiplatform.featureMonitorJobs.create aiplatform.featureMonitorJobs.get aiplatform.featureMonitorJobs.list aiplatform.featureMonitors.* aiplatform.featureMonitors.create aiplatform.featureMonitors.delete aiplatform.featureMonitors.get aiplatform.featureMonitors.list aiplatform.featureMonitors.update aiplatform.featureOnlineStores.create aiplatform.featureOnlineStores.delete aiplatform.featureOnlineStores.get aiplatform.featureOnlineStores.list aiplatform.featureOnlineStores.update aiplatform.featureViewSyncs.* aiplatform.featureViewSyncs.get aiplatform.featureViewSyncs.list aiplatform.featureViews.create aiplatform.featureViews.delete aiplatform.featureViews.directWrite aiplatform.featureViews.fetchFeatureValues aiplatform.featureViews.get aiplatform.featureViews.list aiplatform.featureViews.searchNearestEntities aiplatform.featureViews.sync aiplatform.featureViews.update aiplatform.features.* aiplatform.features.create aiplatform.features.delete aiplatform.features.get aiplatform.features.list aiplatform.features.update aiplatform.featurestores.batchReadFeatureValues aiplatform.featurestores.create aiplatform.featurestores.delete aiplatform.featurestores.exportFeatures aiplatform.featurestores.get aiplatform.featurestores.importFeatures aiplatform.featurestores.list aiplatform.featurestores.readFeatures aiplatform.featurestores.update aiplatform.featurestores.writeFeatures aiplatform.humanInTheLoops.* aiplatform.humanInTheLoops.cancel aiplatform.humanInTheLoops.create aiplatform.humanInTheLoops.delete aiplatform.humanInTheLoops.get aiplatform.humanInTheLoops.list aiplatform.humanInTheLoops.queryAnnotationStats aiplatform.humanInTheLoops.send aiplatform.humanInTheLoops.update aiplatform.hyperparameterTuningJobs.* aiplatform.hyperparameterTuningJobs.cancel aiplatform.hyperparameterTuningJobs.create aiplatform.hyperparameterTuningJobs.delete aiplatform.hyperparameterTuningJobs.get aiplatform.hyperparameterTuningJobs.list aiplatform.indexEndpoints.* aiplatform.indexEndpoints.create aiplatform.indexEndpoints.delete aiplatform.indexEndpoints.deploy aiplatform.indexEndpoints.get aiplatform.indexEndpoints.list aiplatform.indexEndpoints.queryVectors aiplatform.indexEndpoints.undeploy aiplatform.indexEndpoints.update aiplatform.indexes.* aiplatform.indexes.create aiplatform.indexes.delete aiplatform.indexes.get aiplatform.indexes.list aiplatform.indexes.update aiplatform.locations.* aiplatform.locations.evaluateInstances aiplatform.locations.get aiplatform.locations.list aiplatform.memories.* aiplatform.memories.create aiplatform.memories.delete aiplatform.memories.generate aiplatform.memories.get aiplatform.memories.list aiplatform.memories.retrieve aiplatform.memories.update aiplatform.memoryRevisions.* aiplatform.memoryRevisions.get aiplatform.memoryRevisions.list aiplatform.memoryRevisions.rollback aiplatform.metadataSchemas.* aiplatform.metadataSchemas.create aiplatform.metadataSchemas.delete aiplatform.metadataSchemas.get aiplatform.metadataSchemas.list aiplatform.metadataStores.* aiplatform.metadataStores.create aiplatform.metadataStores.delete aiplatform.metadataStores.get aiplatform.metadataStores.list aiplatform.modelDeploymentMonitoringJobs.* aiplatform.modelDeploymentMonitoringJobs.create aiplatform.modelDeploymentMonitoringJobs.delete aiplatform.modelDeploymentMonitoringJobs.get aiplatform.modelDeploymentMonitoringJobs.list aiplatform.modelDeploymentMonitoringJobs.pause aiplatform.modelDeploymentMonitoringJobs.resume aiplatform.modelDeploymentMonitoringJobs.searchStatsAnomalies aiplatform.modelDeploymentMonitoringJobs.update aiplatform.modelEvaluationSlices.* aiplatform.modelEvaluationSlices.get aiplatform.modelEvaluationSlices.import aiplatform.modelEvaluationSlices.list aiplatform.modelEvaluations.* aiplatform.modelEvaluations.exportEvaluatedDataItems aiplatform.modelEvaluations.get aiplatform.modelEvaluations.import aiplatform.modelEvaluations.list aiplatform.modelMonitoringJobs.* aiplatform.modelMonitoringJobs.create aiplatform.modelMonitoringJobs.delete aiplatform.modelMonitoringJobs.get aiplatform.modelMonitoringJobs.list aiplatform.modelMonitors.* aiplatform.modelMonitors.create aiplatform.modelMonitors.delete aiplatform.modelMonitors.get aiplatform.modelMonitors.list aiplatform.modelMonitors.searchModelMonitoringAlerts aiplatform.modelMonitors.searchModelMonitoringStats aiplatform.modelMonitors.update aiplatform.models.* aiplatform.models.delete aiplatform.models.export aiplatform.models.get aiplatform.models.list aiplatform.models.update aiplatform.models.upload aiplatform.nasJobs.* aiplatform.nasJobs.cancel aiplatform.nasJobs.create aiplatform.nasJobs.delete aiplatform.nasJobs.get aiplatform.nasJobs.list aiplatform.nasTrialDetails.* aiplatform.nasTrialDetails.get aiplatform.nasTrialDetails.list aiplatform.notebookExecutionJobs.* aiplatform.notebookExecutionJobs.create aiplatform.notebookExecutionJobs.delete aiplatform.notebookExecutionJobs.get aiplatform.notebookExecutionJobs.list aiplatform.notebookRuntimeTemplates.apply aiplatform.notebookRuntimeTemplates.create aiplatform.notebookRuntimeTemplates.delete aiplatform.notebookRuntimeTemplates.get aiplatform.notebookRuntimeTemplates.list aiplatform.notebookRuntimeTemplates.update aiplatform.notebookRuntimes.* aiplatform.notebookRuntimes.assign aiplatform.notebookRuntimes.delete aiplatform.notebookRuntimes.get aiplatform.notebookRuntimes.list aiplatform.notebookRuntimes.start aiplatform.notebookRuntimes.update aiplatform.notebookRuntimes.upgrade aiplatform.operations.list aiplatform.persistentResources.get aiplatform.persistentResources.list aiplatform.pipelineJobs.* aiplatform.pipelineJobs.cancel aiplatform.pipelineJobs.create aiplatform.pipelineJobs.delete aiplatform.pipelineJobs.get aiplatform.pipelineJobs.list aiplatform.provisionedThroughputRevisions.* aiplatform.provisionedThroughputRevisions.get aiplatform.provisionedThroughputRevisions.list aiplatform.provisionedThroughputs.get aiplatform.provisionedThroughputs.list aiplatform.ragCorpora.* aiplatform.ragCorpora.create aiplatform.ragCorpora.delete aiplatform.ragCorpora.get aiplatform.ragCorpora.list aiplatform.ragCorpora.query aiplatform.ragCorpora.update aiplatform.ragEngineConfigs.get aiplatform.ragFiles.* aiplatform.ragFiles.delete aiplatform.ragFiles.get aiplatform.ragFiles.import aiplatform.ragFiles.list aiplatform.ragFiles.upload aiplatform.reasoningEngines.create aiplatform.reasoningEngines.delete aiplatform.reasoningEngines.get aiplatform.reasoningEngines.list aiplatform.reasoningEngines.query aiplatform.reasoningEngines.update aiplatform.sandboxEnvironments.* aiplatform.sandboxEnvironments.create aiplatform.sandboxEnvironments.delete aiplatform.sandboxEnvironments.execute aiplatform.sandboxEnvironments.get aiplatform.sandboxEnvironments.list aiplatform.schedules.* aiplatform.schedules.create aiplatform.schedules.delete aiplatform.schedules.get aiplatform.schedules.list aiplatform.schedules.update aiplatform.semanticGovernancePolicies.* aiplatform.semanticGovernancePolicies.create aiplatform.semanticGovernancePolicies.delete aiplatform.semanticGovernancePolicies.get aiplatform.semanticGovernancePolicies.list aiplatform.semanticGovernancePolicies.update aiplatform.semanticGovernancePolicyEngine.* aiplatform.semanticGovernancePolicyEngine.get aiplatform.semanticGovernancePolicyEngine.update aiplatform.sessionEvents.* aiplatform.sessionEvents.append aiplatform.sessionEvents.list aiplatform.sessions.* aiplatform.sessions.create aiplatform.sessions.delete aiplatform.sessions.get aiplatform.sessions.list aiplatform.sessions.run aiplatform.sessions.update aiplatform.specialistPools.* aiplatform.specialistPools.create aiplatform.specialistPools.delete aiplatform.specialistPools.get aiplatform.specialistPools.list aiplatform.specialistPools.update aiplatform.studies.* aiplatform.studies.create aiplatform.studies.delete aiplatform.studies.get aiplatform.studies.list aiplatform.studies.update aiplatform.tensorboardExperiments.* aiplatform.tensorboardExperiments.create aiplatform.tensorboardExperiments.delete aiplatform.tensorboardExperiments.get aiplatform.tensorboardExperiments.list aiplatform.tensorboardExperiments.update aiplatform.tensorboardExperiments.write aiplatform.tensorboardRuns.* aiplatform.tensorboardRuns.batchCreate aiplatform.tensorboardRuns.create aiplatform.tensorboardRuns.delete aiplatform.tensorboardRuns.get aiplatform.tensorboardRuns.list aiplatform.tensorboardRuns.update aiplatform.tensorboardRuns.write aiplatform.tensorboardTimeSeries.* aiplatform.tensorboardTimeSeries.batchCreate aiplatform.tensorboardTimeSeries.batchRead aiplatform.tensorboardTimeSeries.create aiplatform.tensorboardTimeSeries.delete aiplatform.tensorboardTimeSeries.get aiplatform.tensorboardTimeSeries.list aiplatform.tensorboardTimeSeries.read aiplatform.tensorboardTimeSeries.update aiplatform.tensorboards.create aiplatform.tensorboards.delete aiplatform.tensorboards.get aiplatform.tensorboards.list aiplatform.tensorboards.update aiplatform.trainingPipelines.* aiplatform.trainingPipelines.cancel aiplatform.trainingPipelines.create aiplatform.trainingPipelines.delete aiplatform.trainingPipelines.get aiplatform.trainingPipelines.list aiplatform.trials.* aiplatform.trials.create aiplatform.trials.delete aiplatform.trials.get aiplatform.trials.list aiplatform.trials.update aiplatform.tuningJobs.* aiplatform.tuningJobs.cancel aiplatform.tuningJobs.create aiplatform.tuningJobs.delete aiplatform.tuningJobs.get aiplatform.tuningJobs.list aiplatform.tuningJobs.optimizePrompt aiplatform.tuningJobs.validateReinforcementTuningReward aiplatform.tuningJobs.vertexTune artifactregistry.repositories.downloadArtifacts artifactregistry.repositories.get artifactregistry.repositories.list artifactregistry.tags.get artifactregistry.versions.get bigquery.datasets.create bigquery.datasets.get bigquery.jobs.create bigquery.jobs.get bigquery.readsessions.create bigquery.readsessions.getData bigquery.tables.create bigquery.tables.export bigquery.tables.get bigquery.tables.getData bigquery.tables.update bigquery.tables.updateData cloudtrace.traces.list iam.serviceAccounts.get iam.serviceAccounts.getAccessToken iam.serviceAccounts.getOpenIdToken iam.serviceAccounts.implicitDelegation iam.serviceAccounts.list iam.serviceAccounts.signBlob iam.serviceAccounts.signJwt logging.logEntries.create logging.logEntries.route logging.views.access logging.views.get monitoring.metricDescriptors.create monitoring.metricDescriptors.get monitoring.metricDescriptors.list monitoring.monitoredResourceDescriptors.* monitoring.monitoredResourceDescriptors.get monitoring.monitoredResourceDescriptors.list monitoring.timeSeries.create observability.views.access resourcemanager.projects.get resourcemanager.projects.list servicemanagement.services.report serviceusage.services.use storage.buckets.create storage.buckets.delete storage.buckets.get storage.buckets.list storage.objects.create storage.objects.delete storage.objects.get storage.objects.list storage.objects.update
Agen Layanan Ekstensi Vertex AI (roles/aiplatform.extensionServiceAgent) Memberikan izin yang diperlukan Vertex AI Extension agar dapat berfungsi. Peringatan: Jangan berikan peran agen layanan kepada akun utama mana pun kecuali agen layanan.	aiplatform.endpoints.predict aiplatform.locations.get aiplatform.ragCorpora.query discoveryengine.servingConfigs.search iam.serviceAccounts.getAccessToken iam.serviceAccounts.getOpenIdToken logging.logEntries.create logging.logEntries.route serviceusage.services.use storage.objects.get
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 mana 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.notebookRuntimes.get 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.createForComputeDisk backupdr.backupPlanAssociations.createForComputeInstance backupdr.backupPlanAssociations.deleteForComputeDisk backupdr.backupPlanAssociations.deleteForComputeInstance backupdr.backupPlanAssociations.fetchForComputeDisk backupdr.backupPlanAssociations.getForComputeDisk backupdr.backupPlanAssociations.list backupdr.backupPlanAssociations.triggerBackupForComputeDisk backupdr.backupPlanAssociations.triggerBackupForComputeInstance backupdr.backupPlanAssociations.updateForComputeDisk backupdr.backupPlanAssociations.updateForComputeInstance backupdr.backupPlans.get backupdr.backupPlans.list backupdr.backupPlans.useForComputeDisk backupdr.backupPlans.useForComputeInstance backupdr.backupVaults.get backupdr.backupVaults.list backupdr.locations.list backupdr.operations.get backupdr.operations.list backupdr.serviceConfig.initialize 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.commitments.listEffectiveTags compute.commitments.listTagBindings compute.crossSiteNetworks.get compute.crossSiteNetworks.list compute.diskSettings.get 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.updateKmsKey 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.futureReservations.listEffectiveTags compute.futureReservations.listTagBindings 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.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.addNetworkInterface compute.instances.addResourcePolicies compute.instances.attachDisk compute.instances.create compute.instances.createTagBinding compute.instances.delete compute.instances.deleteAccessConfig compute.instances.deleteNetworkInterface 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.instantSnapshotGroups.* compute.instantSnapshotGroups.create compute.instantSnapshotGroups.delete compute.instantSnapshotGroups.get compute.instantSnapshotGroups.getIamPolicy compute.instantSnapshotGroups.list compute.instantSnapshotGroups.setIamPolicy compute.instantSnapshotGroups.useReadOnly compute.instantSnapshots.create compute.instantSnapshots.delete compute.instantSnapshots.export compute.instantSnapshots.get compute.instantSnapshots.getIamPolicy compute.instantSnapshots.list compute.instantSnapshots.listEffectiveTags compute.instantSnapshots.listTagBindings compute.instantSnapshots.setIamPolicy compute.instantSnapshots.setLabels compute.instantSnapshots.useReadOnly compute.interconnectAttachmentGroups.get compute.interconnectAttachmentGroups.list compute.interconnectAttachments.get compute.interconnectAttachments.list compute.interconnectAttachments.listEffectiveTags compute.interconnectAttachments.listTagBindings compute.interconnectGroups.get compute.interconnectGroups.list 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.licenses.create compute.licenses.delete compute.licenses.get compute.licenses.getIamPolicy compute.licenses.list compute.licenses.listEffectiveTags compute.licenses.listTagBindings compute.licenses.setIamPolicy compute.licenses.update compute.machineImages.create compute.machineImages.delete compute.machineImages.get compute.machineImages.getIamPolicy compute.machineImages.list compute.machineImages.listEffectiveTags compute.machineImages.listTagBindings compute.machineImages.setIamPolicy compute.machineImages.setLabels 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.multiMigMembers.* compute.multiMigMembers.get compute.multiMigMembers.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.previewFeatures.get compute.previewFeatures.list 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.regionBackendBuckets.get compute.regionBackendBuckets.getIamPolicy compute.regionBackendBuckets.list compute.regionBackendBuckets.listEffectiveTags compute.regionBackendBuckets.listTagBindings compute.regionBackendServices.get compute.regionBackendServices.getIamPolicy compute.regionBackendServices.list compute.regionBackendServices.listEffectiveTags compute.regionBackendServices.listTagBindings compute.regionCompositeHealthChecks.get compute.regionCompositeHealthChecks.list compute.regionFirewallPolicies.get compute.regionFirewallPolicies.getIamPolicy compute.regionFirewallPolicies.list compute.regionFirewallPolicies.listEffectiveTags compute.regionFirewallPolicies.listTagBindings compute.regionHealthAggregationPolicies.get compute.regionHealthAggregationPolicies.list compute.regionHealthCheckServices.get compute.regionHealthCheckServices.list compute.regionHealthChecks.get compute.regionHealthChecks.list compute.regionHealthChecks.listEffectiveTags compute.regionHealthChecks.listTagBindings compute.regionHealthSources.get compute.regionHealthSources.list 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.regionNetworkPolicies.get compute.regionNetworkPolicies.list 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.reservationBlocks.get compute.reservationBlocks.list compute.reservationSlots.get compute.reservationSlots.list compute.reservationSubBlocks.get compute.reservationSubBlocks.list compute.reservations.get compute.reservations.list compute.reservations.listEffectiveTags compute.reservations.listTagBindings 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.rolloutPlans.get compute.rolloutPlans.list compute.rollouts.get compute.rollouts.list 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.snapshotGroups.* compute.snapshotGroups.create compute.snapshotGroups.delete compute.snapshotGroups.get compute.snapshotGroups.getIamPolicy compute.snapshotGroups.list compute.snapshotGroups.setIamPolicy compute.snapshotGroups.useReadOnly 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.updateKmsKey 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.listEffectiveTags compute.storagePools.listTagBindings 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.vmExtensionPolicies.get compute.vmExtensionPolicies.list 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.wireGroups.get compute.wireGroups.list compute.zoneOperations.get compute.zoneOperations.getIamPolicy compute.zoneOperations.list compute.zones.* compute.zones.get compute.zones.list dataproc.clusters.get dataproc.clusters.use dataproc.jobs.cancel dataproc.jobs.create dataproc.jobs.delete dataproc.jobs.get dataproc.jobs.list dataproc.jobs.update iam.serviceAccounts.actAs iam.serviceAccounts.get iam.serviceAccounts.getAccessToken iam.serviceAccounts.list ml.jobs.create ml.jobs.get ml.jobs.list notebooks.* notebooks.environments.create notebooks.environments.delete notebooks.environments.get notebooks.environments.getIamPolicy notebooks.environments.list notebooks.environments.setIamPolicy notebooks.executions.create notebooks.executions.delete notebooks.executions.get notebooks.executions.getIamPolicy notebooks.executions.list notebooks.executions.setIamPolicy notebooks.instances.checkUpgradability notebooks.instances.create notebooks.instances.delete notebooks.instances.diagnose notebooks.instances.get notebooks.instances.getHealth notebooks.instances.getIamPolicy notebooks.instances.list notebooks.instances.reset notebooks.instances.setAccelerator notebooks.instances.setIamPolicy notebooks.instances.setLabels notebooks.instances.setMachineType notebooks.instances.start notebooks.instances.stop notebooks.instances.update notebooks.instances.updateConfig notebooks.instances.updateShieldInstanceConfig notebooks.instances.upgrade notebooks.instances.use notebooks.locations.get notebooks.locations.list notebooks.operations.cancel notebooks.operations.delete notebooks.operations.get notebooks.operations.list notebooks.runtimes.create notebooks.runtimes.delete notebooks.runtimes.diagnose notebooks.runtimes.get notebooks.runtimes.getIamPolicy notebooks.runtimes.list notebooks.runtimes.reset notebooks.runtimes.setIamPolicy notebooks.runtimes.start notebooks.runtimes.stop notebooks.runtimes.switch notebooks.runtimes.update notebooks.runtimes.upgrade notebooks.schedules.create notebooks.schedules.delete notebooks.schedules.get notebooks.schedules.getIamPolicy notebooks.schedules.list notebooks.schedules.setIamPolicy resourcemanager.projects.get resourcemanager.projects.list serviceusage.consumerpolicy.analyze serviceusage.consumerpolicy.get serviceusage.effectivepolicy.get serviceusage.groups.* serviceusage.groups.list serviceusage.groups.listExpandedMembers serviceusage.groups.listMembers serviceusage.quotas.get serviceusage.services.get serviceusage.services.list serviceusage.values.test

Memberikan agen layanan Agent Platform akses ke resource lain

Terkadang Anda perlu memberikan peran tambahan ke agen layanan Agent Platform. Misalnya, jika Anda memerlukan Platform Agen untuk mengakses bucket Cloud Storage di project lain, Anda harus 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 Platform Agen 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 Platform Agen 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 Agent Platform. 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 Agent Platform.

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 Agent Platform 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 projectGoogle Cloud , Anda harus memberikan peran Storage > Storage Object Creator terhadap Agen Platform dalam project tersebut. Pelajari lebih lanjut.

Memberikan akses ke Platform Agen untuk resource di project rumah Anda

Untuk memberikan peran tambahan kepada agen layanan untuk Agent Platform 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.iam.gserviceaccount.com untuk menemukan agen layanan Agent Platform.

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

Memberikan akses ke Agent Platform untuk resource di project yang berbeda

Saat menggunakan sumber data atau tujuan di project yang berbeda, Anda harus memberikan izin ke agen layanan Agent Platform dalam project tersebut. Agen layanan Agent Platform dibuat setelah Anda memulai tugas asinkron pertama (misalnya, membuat endpoint). Anda juga dapat membuat agen layanan Agent Platform secara eksplisit. Untuk mengetahui informasi selengkapnya, lihat gcloud beta services identity create. Perintah Google Cloud CLI ini membuat agen layanan utama dan agen layanan kode kustom. Namun, hanya agen layanan utama yang ditampilkan dalam respons.

Untuk menambahkan izin ke Platform Agen di project yang berbeda:

1. Buka halaman IAM di konsol Google Cloud untuk project rumah Anda (project tempat Anda menggunakan Agent Platform).

   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.iam.gserviceaccount.com untuk menemukan agen layanan Agent Platform.

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.

Memberi akses ke Google Spreadsheet

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

Untuk memberikan otorisasi kepada Platform Agen agar dapat mengakses file Spreadsheet Anda:

1. Buka halaman IAM di konsol Google Cloud .

   Buka halaman IAM

2. Cari akun layanan dengan nama Agent Platform 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 untuk menyiapkan project bagi tim, lihat Menyiapkan project untuk tim.
• Dapatkan ringkasan tentang Platform Agen.