프로젝트 또는 조직 내 사용자의 액세스를 제한하려면 Dataflow의 ID 및 액세스 관리(IAM) 역할을 사용하면 됩니다. 사용자에게 전체 Google Cloud 프로젝트에 대한 뷰어, 편집자 또는 소유자 역할을 부여하는 대신 Dataflow 관련 리소스에 대한 액세스 권한을 제어할 수 있습니다.
이 페이지에서는 Dataflow의 IAM 역할을 사용하는 방법을 주로 설명합니다. IAM과 그 기능에 대한 자세한 설명은 IAM 문서를 참조하세요.
모든 Dataflow 메서드는 호출자에게 필요 권한을 요구합니다. Dataflow가 지원하는 권한과 역할 목록은 다음 섹션을 참조하세요.
권한 및 역할
이 섹션에는 Dataflow IAM이 지원하는 권한과 역할이 요약되어 있습니다.
필수 권한
다음 표에는 호출자가 각 메소드를 호출하는 데 필요한 권한이 있습니다.
메서드 | 필수 권한 |
---|---|
dataflow.jobs.create |
dataflow.jobs.create |
dataflow.jobs.cancel |
dataflow.jobs.cancel |
dataflow.jobs.updateContents |
dataflow.jobs.updateContents |
dataflow.jobs.list |
dataflow.jobs.list |
dataflow.jobs.get |
dataflow.jobs.get |
dataflow.messages.list |
dataflow.messages.list |
dataflow.metrics.get |
dataflow.metrics.get |
dataflow.jobs.snapshot |
dataflow.jobs.snapshot |
역할
다음 표에는 Dataflow IAM 역할과 각 역할에 포함된 Dataflow 관련 권한 목록이 나열되어 있습니다. 모든 권한은 특정 리소스 유형에 적용할 수 있습니다. 권한 목록은 Google Cloud Console의 역할 페이지를 참조하세요.
(
Minimal role for creating and managing dataflow jobs.
(
Provides the permissions necessary to execute and manipulate
Dataflow jobs.
Lowest-level resources where you can grant this role:
(
Gives Cloud Dataflow service account access to managed resources. Includes access to service accounts.
(
Provides read-only access to all Dataflow-related
resources.
Lowest-level resources where you can grant this role: (
Provides the permissions necessary for a Compute Engine service
account to execute work units for a Dataflow pipeline.
Lowest-level resources where you can grant this role:
Role
Permissions
Dataflow Admin
roles/
)
cloudbuild.builds.create
cloudbuild.builds.get
cloudbuild.builds.list
cloudbuild.builds.update
cloudbuild.locations.*
cloudbuild.locations.get
cloudbuild.locations.list
cloudbuild.operations.*
cloudbuild.operations.get
cloudbuild.operations.list
cloudkms.keyHandles.*
cloudkms.keyHandles.create
cloudkms.keyHandles.get
cloudkms.keyHandles.list
cloudkms.operations.get
cloudkms.
compute.machineTypes.get
compute.projects.get
compute.regions.list
compute.zones.list
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
recommender.
recommender.
recommender.
recommender.
remotebuildexecution.blobs.get
resourcemanager.projects.get
resourcemanager.projects.list
storage.buckets.get
storage.objects.create
storage.objects.get
storage.objects.list
Dataflow Developer
roles/
)
cloudbuild.builds.create
cloudbuild.builds.get
cloudbuild.builds.list
cloudbuild.builds.update
cloudbuild.locations.*
cloudbuild.locations.get
cloudbuild.locations.list
cloudbuild.operations.*
cloudbuild.operations.get
cloudbuild.operations.list
cloudkms.keyHandles.*
cloudkms.keyHandles.create
cloudkms.keyHandles.get
cloudkms.keyHandles.list
cloudkms.operations.get
cloudkms.
compute.projects.get
compute.regions.list
compute.zones.list
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
recommender.
recommender.
recommender.
recommender.
remotebuildexecution.blobs.get
resourcemanager.projects.get
resourcemanager.projects.list
Cloud Dataflow Service Agent
roles/
)
backupdr.
backupdr.
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backupdr.
backupdr.backupPlans.get
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backupdr.
backupdr.
backupdr.backupVaults.get
backupdr.backupVaults.list
backupdr.locations.list
backupdr.operations.get
backupdr.operations.list
backupdr.
bigquery.bireservations.*
bigquery.bireservations.get
bigquery.bireservations.update
bigquery.capacityCommitments.*
bigquery.
bigquery.
bigquery.
bigquery.
bigquery.
bigquery.config.*
bigquery.config.get
bigquery.config.update
bigquery.connections.*
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bigquery.connections.delegate
bigquery.connections.delete
bigquery.connections.get
bigquery.
bigquery.connections.list
bigquery.
bigquery.connections.update
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bigquery.connections.use
bigquery.dataPolicies.create
bigquery.dataPolicies.delete
bigquery.dataPolicies.get
bigquery.
bigquery.dataPolicies.list
bigquery.
bigquery.dataPolicies.update
bigquery.datasets.*
bigquery.datasets.create
bigquery.
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bigquery.datasets.get
bigquery.datasets.getIamPolicy
bigquery.datasets.link
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bigquery.
bigquery.
bigquery.datasets.setIamPolicy
bigquery.datasets.update
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bigquery.jobs.*
bigquery.jobs.create
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bigquery.jobs.get
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bigquery.jobs.listAll
bigquery.
bigquery.jobs.update
bigquery.models.*
bigquery.models.create
bigquery.models.delete
bigquery.models.export
bigquery.models.getData
bigquery.models.getMetadata
bigquery.models.list
bigquery.models.updateData
bigquery.models.updateMetadata
bigquery.models.updateTag
bigquery.objectRefs.*
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bigquery.readsessions.*
bigquery.readsessions.create
bigquery.readsessions.getData
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bigquery.
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bigquery.reservations.*
bigquery.reservations.create
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bigquery.
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bigquery.routines.*
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bigquery.routines.get
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bigquery.routines.updateTag
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bigquery.rowAccessPolicies.get
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bigquery.savedqueries.*
bigquery.savedqueries.create
bigquery.savedqueries.delete
bigquery.savedqueries.get
bigquery.savedqueries.list
bigquery.savedqueries.update
bigquery.tables.*
bigquery.tables.create
bigquery.tables.createIndex
bigquery.tables.createSnapshot
bigquery.
bigquery.tables.delete
bigquery.tables.deleteIndex
bigquery.tables.deleteSnapshot
bigquery.
bigquery.tables.export
bigquery.tables.get
bigquery.tables.getData
bigquery.tables.getIamPolicy
bigquery.tables.list
bigquery.
bigquery.
bigquery.tables.replicateData
bigquery.
bigquery.tables.setCategory
bigquery.
bigquery.tables.setIamPolicy
bigquery.tables.update
bigquery.tables.updateData
bigquery.tables.updateIndex
bigquery.tables.updateTag
bigquery.transfers.*
bigquery.transfers.get
bigquery.transfers.update
bigquerymigration.
clouddebugger.breakpoints.list
clouddebugger.
clouddebugger.
clouddebugger.debuggees.create
cloudnotifications.
compute.acceleratorTypes.*
compute.acceleratorTypes.get
compute.acceleratorTypes.list
compute.addresses.*
compute.addresses.create
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compute.addresses.get
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compute.addresses.setLabels
compute.addresses.use
compute.addresses.useInternal
compute.autoscalers.*
compute.autoscalers.create
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compute.backendBuckets.*
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compute.backendServices.*
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compute.crossSiteNetworks.*
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compute.
compute.diskSettings.*
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compute.diskSettings.update
compute.diskTypes.*
compute.diskTypes.get
compute.diskTypes.list
compute.disks.*
compute.
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.
compute.disks.listTagBindings
compute.
compute.disks.resize
compute.disks.setIamPolicy
compute.disks.setLabels
compute.
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compute.disks.update
compute.disks.use
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compute.externalVpnGateways.*
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compute.firewallPolicies.list
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compute.firewalls.get
compute.firewalls.list
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compute.forwardingRules.*
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compute.globalAddresses.*
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compute.healthChecks.*
compute.healthChecks.create
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compute.
compute.images.*
compute.images.create
compute.
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compute.
compute.images.deprecate
compute.images.get
compute.images.getFromFamily
compute.images.getIamPolicy
compute.images.list
compute.
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compute.instanceGroups.use
compute.instanceSettings.get
compute.instanceTemplates.*
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compute.instances.*
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compute.instances.attachDisk
compute.instances.create
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compute.instances.detachDisk
compute.instances.get
compute.
compute.
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compute.
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compute.
compute.
compute.instances.list
compute.
compute.
compute.
compute.instances.osAdminLogin
compute.instances.osLogin
compute.
compute.
compute.instances.reset
compute.instances.resume
compute.
compute.
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compute.instances.setIamPolicy
compute.instances.setLabels
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compute.
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compute.instantSnapshots.*
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compute.interconnects.*
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compute.interconnects.update
compute.interconnects.use
compute.licenseCodes.*
compute.licenseCodes.get
compute.
compute.licenseCodes.list
compute.
compute.licenseCodes.update
compute.licenses.*
compute.licenses.create
compute.licenses.delete
compute.licenses.get
compute.licenses.getIamPolicy
compute.licenses.list
compute.licenses.setIamPolicy
compute.licenses.update
compute.machineImages.*
compute.machineImages.create
compute.machineImages.delete
compute.machineImages.get
compute.
compute.machineImages.list
compute.
compute.
compute.
compute.machineTypes.*
compute.machineTypes.get
compute.machineTypes.list
compute.multiMig.*
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compute.multiMig.get
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compute.networkAttachments.*
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compute.networkProfiles.*
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compute.networks.*
compute.networks.access
compute.networks.addPeering
compute.networks.create
compute.
compute.networks.delete
compute.
compute.networks.get
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compute.networks.list
compute.
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compute.networks.mirror
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compute.
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compute.networks.updatePeering
compute.networks.updatePolicy
compute.networks.use
compute.networks.useExternalIp
compute.packetMirrorings.get
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compute.regionUrlMaps.list
compute.
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compute.regionUrlMaps.update
compute.regionUrlMaps.use
compute.regionUrlMaps.validate
compute.regions.*
compute.regions.get
compute.regions.list
compute.reservationBlocks.get
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compute.reservations.get
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compute.resourcePolicies.*
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compute.resourcePolicies.get
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compute.routers.*
compute.routers.create
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compute.routers.list
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compute.routes.*
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compute.serviceAttachments.*
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compute.snapshots.*
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compute.snapshots.useReadOnly
compute.sslCertificates.get
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compute.
compute.
compute.sslPolicies.*
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compute.
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compute.
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compute.storagePools.*
compute.storagePools.create
compute.storagePools.delete
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compute.
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compute.subnetworks.*
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compute.targetHttpProxies.*
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compute.targetPools.*
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compute.targetSslProxies.*
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compute.vpnGateways.*
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compute.
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compute.vpnTunnels.*
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compute.
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compute.wireGroups.*
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compute.wireGroups.get
compute.wireGroups.list
compute.wireGroups.update
compute.zoneOperations.get
compute.zoneOperations.list
compute.zones.*
compute.zones.get
compute.zones.list
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
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.
dataform.
dataform.
dataform.
dataform.config.get
dataform.config.update
dataform.locations.get
dataform.locations.list
dataform.releaseConfigs.create
dataform.releaseConfigs.delete
dataform.releaseConfigs.get
dataform.releaseConfigs.list
dataform.releaseConfigs.update
dataform.repositories.commit
dataform.
dataform.repositories.create
dataform.repositories.delete
dataform.
dataform.
dataform.repositories.get
dataform.
dataform.repositories.list
dataform.
dataform.repositories.readFile
dataform.
dataform.repositories.update
dataform.
dataform.
dataform.workflowConfigs.get
dataform.workflowConfigs.list
dataform.
dataform.
dataform.
dataform.
dataform.
dataform.
dataform.
dataform.workspaces.commit
dataform.workspaces.create
dataform.workspaces.delete
dataform.
dataform.
dataform.
dataform.workspaces.get
dataform.
dataform.
dataform.workspaces.list
dataform.
dataform.
dataform.workspaces.moveFile
dataform.workspaces.pull
dataform.workspaces.push
dataform.
dataform.workspaces.readFile
dataform.
dataform.workspaces.removeFile
dataform.workspaces.reset
dataform.
dataform.
dataform.workspaces.writeFile
dataplex.projects.search
dns.
firebase.projects.get
iam.serviceAccounts.actAs
iam.serviceAccounts.get
iam.
iam.
iam.serviceAccounts.list
iam.serviceAccounts.signBlob
iam.serviceAccounts.signJwt
logging.buckets.create
logging.
logging.buckets.delete
logging.
logging.buckets.get
logging.buckets.list
logging.
logging.
logging.buckets.undelete
logging.buckets.update
logging.exclusions.*
logging.exclusions.create
logging.exclusions.delete
logging.exclusions.get
logging.exclusions.list
logging.exclusions.update
logging.links.*
logging.links.create
logging.links.delete
logging.links.get
logging.links.list
logging.locations.*
logging.locations.get
logging.locations.list
logging.logEntries.create
logging.logEntries.route
logging.logMetrics.*
logging.logMetrics.create
logging.logMetrics.delete
logging.logMetrics.get
logging.logMetrics.list
logging.logMetrics.update
logging.logScopes.*
logging.logScopes.create
logging.logScopes.delete
logging.logScopes.get
logging.logScopes.list
logging.logScopes.update
logging.logServiceIndexes.list
logging.logServices.list
logging.logs.list
logging.notificationRules.*
logging.
logging.
logging.notificationRules.get
logging.notificationRules.list
logging.
logging.operations.*
logging.operations.cancel
logging.operations.get
logging.operations.list
logging.settings.*
logging.settings.get
logging.settings.update
logging.sinks.*
logging.sinks.create
logging.sinks.delete
logging.sinks.get
logging.sinks.list
logging.sinks.update
logging.sqlAlerts.*
logging.sqlAlerts.create
logging.sqlAlerts.update
logging.views.create
logging.views.delete
logging.views.get
logging.views.getIamPolicy
logging.views.list
logging.views.update
monitoring.alertPolicies.get
monitoring.alertPolicies.list
monitoring.
monitoring.
monitoring.dashboards.get
monitoring.dashboards.list
monitoring.
monitoring.
monitoring.groups.get
monitoring.groups.list
monitoring.
monitoring.
monitoring.
monitoring.
monitoring.
monitoring.
monitoring.
monitoring.
monitoring.
monitoring.
monitoring.
monitoring.services.get
monitoring.services.list
monitoring.slos.get
monitoring.slos.list
monitoring.snoozes.get
monitoring.snoozes.list
monitoring.timeSeries.*
monitoring.timeSeries.create
monitoring.timeSeries.list
monitoring.
monitoring.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkconnectivity.
networkmanagement.
networkmanagement.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.locations.*
networksecurity.locations.get
networksecurity.locations.list
networksecurity.operations.*
networksecurity.
networksecurity.
networksecurity.operations.get
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.sacRealms.*
networksecurity.
networksecurity.
networksecurity.sacRealms.get
networksecurity.sacRealms.list
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.
networksecurity.urlLists.*
networksecurity.
networksecurity.
networksecurity.urlLists.get
networksecurity.urlLists.list
networksecurity.
networksecurity.urlLists.use
networkservices.*
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.gateways.get
networkservices.gateways.list
networkservices.
networkservices.gateways.use
networkservices.
networkservices.
networkservices.grpcRoutes.get
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.httpRoutes.get
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.locations.get
networkservices.locations.list
networkservices.meshes.create
networkservices.meshes.delete
networkservices.meshes.get
networkservices.meshes.list
networkservices.meshes.update
networkservices.meshes.use
networkservices.
networkservices.
networkservices.operations.get
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.tcpRoutes.get
networkservices.tcpRoutes.list
networkservices.
networkservices.
networkservices.
networkservices.tlsRoutes.get
networkservices.tlsRoutes.list
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
networkservices.
observability.scopes.get
opsconfigmonitoring.
orgpolicy.policy.get
pubsub.*
pubsub.
pubsub.schemas.attach
pubsub.schemas.commit
pubsub.schemas.create
pubsub.schemas.delete
pubsub.schemas.get
pubsub.schemas.getIamPolicy
pubsub.schemas.list
pubsub.schemas.listRevisions
pubsub.schemas.rollback
pubsub.schemas.setIamPolicy
pubsub.schemas.validate
pubsub.snapshots.create
pubsub.snapshots.delete
pubsub.snapshots.get
pubsub.snapshots.getIamPolicy
pubsub.snapshots.list
pubsub.snapshots.seek
pubsub.snapshots.setIamPolicy
pubsub.snapshots.update
pubsub.subscriptions.consume
pubsub.subscriptions.create
pubsub.subscriptions.delete
pubsub.subscriptions.get
pubsub.
pubsub.subscriptions.list
pubsub.
pubsub.subscriptions.update
pubsub.
pubsub.topics.create
pubsub.topics.delete
pubsub.
pubsub.topics.get
pubsub.topics.getIamPolicy
pubsub.topics.list
pubsub.topics.publish
pubsub.topics.setIamPolicy
pubsub.topics.update
pubsub.topics.updateTag
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
recommender.
resourcemanager.
resourcemanager.projects.get
resourcemanager.projects.list
servicedirectory.
servicedirectory.
servicedirectory.
servicedirectory.
servicenetworking.
servicenetworking.
servicenetworking.
servicenetworking.
servicenetworking.
servicenetworking.
servicenetworking.
servicenetworking.services.get
servicenetworking.
serviceusage.quotas.get
serviceusage.services.get
serviceusage.services.list
serviceusage.services.use
stackdriver.projects.get
stackdriver.
storage.anywhereCaches.*
storage.anywhereCaches.create
storage.anywhereCaches.disable
storage.anywhereCaches.get
storage.anywhereCaches.list
storage.anywhereCaches.pause
storage.anywhereCaches.resume
storage.anywhereCaches.update
storage.bucketOperations.*
storage.
storage.bucketOperations.get
storage.bucketOperations.list
storage.buckets.*
storage.buckets.create
storage.
storage.buckets.delete
storage.
storage.
storage.buckets.get
storage.buckets.getIamPolicy
storage.buckets.getIpFilter
storage.
storage.buckets.list
storage.
storage.
storage.buckets.relocate
storage.buckets.restore
storage.buckets.setIamPolicy
storage.buckets.setIpFilter
storage.buckets.update
storage.folders.*
storage.folders.create
storage.folders.delete
storage.folders.get
storage.folders.list
storage.folders.rename
storage.intelligenceConfigs.*
storage.
storage.
storage.managedFolders.*
storage.managedFolders.create
storage.managedFolders.delete
storage.managedFolders.get
storage.
storage.managedFolders.list
storage.
storage.multipartUploads.*
storage.multipartUploads.abort
storage.
storage.multipartUploads.list
storage.
storage.objects.*
storage.objects.create
storage.objects.delete
storage.objects.get
storage.objects.getIamPolicy
storage.objects.list
storage.objects.move
storage.
storage.objects.restore
storage.objects.setIamPolicy
storage.objects.setRetention
storage.objects.update
trafficdirector.*
trafficdirector.
trafficdirector.
Dataflow Viewer
roles/
)
dataflow.jobs.get
dataflow.jobs.list
dataflow.messages.list
dataflow.metrics.get
dataflow.snapshots.get
dataflow.snapshots.list
recommender.
recommender.
resourcemanager.projects.get
resourcemanager.projects.list
Dataflow Worker
roles/
)
autoscaling.
autoscaling.sites.writeMetrics
autoscaling.sites.writeState
compute.
compute.instances.delete
compute.
dataflow.jobs.get
dataflow.shuffle.*
dataflow.shuffle.read
dataflow.shuffle.write
dataflow.streamingWorkItems.*
dataflow.
dataflow.
dataflow.
dataflow.
dataflow.
dataflow.workItems.*
dataflow.workItems.lease
dataflow.workItems.sendMessage
dataflow.workItems.update
logging.logEntries.create
logging.logEntries.route
monitoring.timeSeries.create
storage.buckets.get
storage.objects.create
storage.objects.get
Dataflow 작업자 역할(roles/dataflow.worker
)은 Compute Engine 서비스 계정에서 Apache Beam 파이프라인의 작업 단위를 실행하는 데 필요한 권한을 제공합니다. Dataflow 작업자 역할을 Dataflow 서비스에서 작업을 요청하고 업데이트할 수 있는 서비스 계정에 할당해야 합니다.
Dataflow 서비스 에이전트 역할(roles/dataflow.serviceAgent
)은 Dataflow 서비스 계정에서만 사용됩니다. Dataflow 작업을 실행하도록 Google Cloud 프로젝트의 관리형 리소스에 액세스할 수 있는 권한을 서비스 계정에 제공합니다. Google Cloud Console의 API 페이지에서 프로젝트에 Dataflow API를 사용 설정하면 서비스 계정에 자동으로 할당됩니다.
작업 만들기
작업을 만들려면 작업을 실행하고 조사하는 데 필요한 최소한의 권한 집합이 포함된 roles/dataflow.admin
역할이 필요합니다.
또는 다음 권한이 필요합니다.
- 작업 자체를 인스턴스화할 수 있는
roles/dataflow.developer
역할 - 머신 유형 정보에 액세스하고 다른 설정을 볼 수 있는
roles/compute.viewer
역할 - Cloud Storage에서 파일 스테이징 권한을 제공할 수 있는
roles/storage.objectAdmin
역할
역할 할당의 예시
다양한 Dataflow 역할의 유용성을 파악하려면 다음 분석을 살펴보세요.
- 작업을 만들고 검사하는 개발자에게는
roles/iam.serviceAccountUser
역할이 필요합니다. - 권한을 더 정교하게 관리하려면 Dataflow 작업과 상호작용하는 개발자에게
roles/dataflow.developer
역할이 필요합니다.- 필수 파일을 스테이징하려면
roles/storage.objectAdmin
또는 관련 역할이 필요합니다. - 디버깅 및 할당량을 확인하려면 프로젝트
roles/compute.viewer
역할이 필요합니다. - 다른 역할 할당이 없으면 개발자는 이 역할을 통해 Dataflow 작업을 만들고 취소할 수 있지만 개별 VM과 상호작용하거나 다른 Cloud 서비스에 액세스할 수 없습니다.
- 필수 파일을 스테이징하려면
- Dataflow 서비스의 데이터를 처리하려면 작업자 서비스 계정에
roles/dataflow.worker
및roles/dataflow.admin
역할이 있어야 합니다.- 작업 데이터에 액세스하려면 작업자 서비스 계정에 다른 역할(예:
roles/storage.objectAdmin
)이 필요합니다. - BigQuery 테이블에 쓰려면 작업자 서비스 계정에
roles/bigquery.dataEditor
역할이 필요합니다. - Pub/Sub 주제 또는 구독을 읽으려면 작업자 서비스 계정에
roles/pubsub.editor
역할이 필요합니다.
- 작업 데이터에 액세스하려면 작업자 서비스 계정에 다른 역할(예:
- 공유 VPC를 사용하는 경우 공유 VPC 서브네트워크를 Dataflow 서비스 계정과 공유해야 하고 지정된 서브넷에 Compute Network 사용자 역할을 할당해야 합니다.
- 공유 VPC 서브네트워크가 Dataflow 서비스 계정과 공유되었는지 확인하려면 Google Cloud 콘솔에서 공유 VPC 페이지로 이동하고 서브넷을 검색합니다. 공유 대상 열에서 VPC 서브네트워크가 Dataflow 서비스 계정과 공유되었는지 여부를 확인할 수 있습니다. 자세한 내용은 공유 VPC의 서브네트워크 매개변수 지정 가이드라인을 참조하세요.
- 호스트 프로젝트의 Compute Engine 서비스 계정, 서비스 프로젝트의 Dataflow 작업자 서비스 계정, 작업 제출에 사용되는 서비스 계정에 다음 역할이 있어야 합니다.
roles/dataflow.admin
roles/compute.networkUser
roles/storage.objectViewer
Dataflow 역할 할당
현재 조직과 프로젝트에만 Dataflow 역할을 설정할 수 있습니다.
조직 수준에서 역할을 관리하려면 IAM을 사용하여 조직 액세스 제어를 참조하세요.
프로젝트 수준 역할을 설정하려면 리소스에 대한 액세스 권한 부여, 변경, 취소를 참조하세요.