Skip to main content
Google Cloud Documentation
Documentation
  • Get Started
  • Get Started with Google Cloud
  • Product List
  • Cloud Customer Care
  • Featured Products
  • Agent Platform
  • Apigee API Management
  • BigQuery
  • Compute Engine
  • Cloud CDN
  • Cloud Run
  • Cloud Storage
  • Cloud SQL
  • Gemini Enterprise
  • Google Kubernetes Engine
  • Looker
  • Cross-product Tools
  • Access and resources management
  • Costs and usage management
  • Infrastructure as code
  • SDK, languages, frameworks, and tools
  • Technology Areas
  • AI and ML
  • Application development
  • Application hosting
  • Compute
  • Data analytics and pipelines
  • Databases
  • Distributed, hybrid, and multicloud
  • Industry solutions
  • Migration
  • Networking
  • Observability and monitoring
  • Security
  • Storage
/
Console
  • English
  • Deutsch
  • Español – América Latina
  • Français
  • Português – Brasil
  • 中文 – 简体
  • 日本語
  • 한국어
Sign in
  • Google Cloud SDK
  • Python
  • Client libraries
Start free
Overview Guides Reference Samples
Google Cloud Documentation
  • Documentation
    • More
    • Overview
    • Guides
    • Reference
    • Samples
  • Console
  • Overview
  • Library reference docs
  • BigQuery DataFrames
  • google-cloud-access-approval
  • google-cloud-advisorynotifications
  • google-cloud-agentplatform
  • google-cloud-aiplatform
  • google-cloud-alloydb
  • google-cloud-alloydb-connectors
  • google-cloud-api-gateway
  • google-cloud-api-keys
  • google-cloud-apigee-connect
  • google-cloud-apigee-registry
  • google-cloud-apihub
  • google-cloud-apiregistry
  • google-cloud-appengine-admin
  • google-cloud-appengine-logging
  • google-cloud-apphub
  • google-cloud-appoptimize
  • google-cloud-artifact-registry
  • google-cloud-asset
  • google-cloud-assured-workloads
  • google-cloud-audit-log
  • google-cloud-auditmanager
  • google-cloud-automl
  • google-cloud-backupdr
  • google-cloud-bare-metal-solution
  • google-cloud-batch
  • google-cloud-beyondcorp-appconnections
  • google-cloud-beyondcorp-appconnectors
  • google-cloud-beyondcorp-appgateways
  • google-cloud-beyondcorp-clientconnectorservices
  • google-cloud-beyondcorp-clientgateways
  • google-cloud-biglake
  • google-cloud-biglake-hive
  • google-cloud-bigquery
  • google-cloud-bigquery-biglake
  • google-cloud-bigquery-connection
  • google-cloud-bigquery-data-exchange
  • google-cloud-bigquery-datapolicies
  • google-cloud-bigquery-datatransfer
  • google-cloud-bigquery-logging
  • google-cloud-bigquery-migration
  • google-cloud-bigquery-reservation
  • google-cloud-bigquery-storage
  • google-cloud-bigtable
  • google-cloud-billing
  • google-cloud-billing-budgets
  • google-cloud-binary-authorization
  • google-cloud-build
  • google-cloud-capacityplanner
  • google-cloud-certificate-manager
  • google-cloud-ces
  • google-cloud-channel
  • google-cloud-chronicle
  • google-cloud-cloudcontrolspartner
  • google-cloud-cloudsecuritycompliance
  • google-cloud-commerce-consumer-procurement
  • google-cloud-common
  • google-cloud-compute
  • google-cloud-compute-v1beta
  • google-cloud-confidentialcomputing
  • google-cloud-config
  • google-cloud-configdelivery
  • google-cloud-contact-center-insights
  • google-cloud-container
  • google-cloud-containeranalysis
  • google-cloud-contentwarehouse
  • google-cloud-core
  • google-cloud-data-fusion
  • google-cloud-data-qna
  • google-cloud-databasecenter
  • google-cloud-datacatalog
    • Overview
    • datacatalog APIs
      • API overview
      • Classes
      • Methods
      • Properties and Attributes
    • Changelog
    • Multiprocessing
    • Datacatalog V1
      • data_catalog
        • Overview
        • pagers
          • Overview
          • ListEntriesAsyncPager
          • ListEntriesPager
          • ListEntryGroupsAsyncPager
          • ListEntryGroupsPager
          • ListTagsAsyncPager
          • ListTagsPager
          • SearchCatalogAsyncPager
          • SearchCatalogPager
        • DataCatalogAsyncClient
        • DataCatalogClient
      • policy_tag_manager
        • Overview
        • pagers
          • Overview
          • ListPolicyTagsAsyncPager
          • ListPolicyTagsPager
          • ListTaxonomiesAsyncPager
          • ListTaxonomiesPager
        • PolicyTagManagerAsyncClient
        • PolicyTagManagerClient
      • policy_tag_manager_serialization
        • Overview
        • PolicyTagManagerSerializationAsyncClient
        • PolicyTagManagerSerializationClient
      • types
        • Overview
        • BigQueryConnectionSpec
          • Overview
          • ConnectionType
        • BigQueryDateShardedSpec
        • BigQueryRoutineSpec
        • BigQueryTableSpec
        • BusinessContext
        • CatalogUIExperience
        • CloudBigtableInstanceSpec
          • Overview
          • CloudBigtableClusterSpec
        • CloudBigtableSystemSpec
        • CloudSqlBigQueryConnectionSpec
          • Overview
          • DatabaseType
        • ColumnSchema
          • Overview
          • FieldElementType
          • IndexingType
          • LookerColumnSpec
            • Overview
            • LookerColumnType
        • CommonUsageStats
        • Contacts
          • Overview
          • Person
        • CreateEntryGroupRequest
        • CreateEntryRequest
        • CreatePolicyTagRequest
        • CreateTagRequest
        • CreateTagTemplateFieldRequest
        • CreateTagTemplateRequest
        • CreateTaxonomyRequest
        • CrossRegionalSource
        • DataSource
          • Overview
          • Service
        • DataSourceConnectionSpec
        • DatabaseTableSpec
          • Overview
          • DatabaseViewSpec
            • Overview
            • ViewType
          • TableType
        • DataplexExternalTable
        • DataplexFilesetSpec
        • DataplexSpec
        • DataplexTableSpec
        • DatasetSpec
        • DeleteEntryGroupRequest
        • DeleteEntryRequest
        • DeletePolicyTagRequest
        • DeleteTagRequest
        • DeleteTagTemplateFieldRequest
        • DeleteTagTemplateRequest
        • DeleteTaxonomyRequest
        • DumpItem
        • Entry
          • Overview
          • LabelsEntry
        • EntryGroup
        • EntryOverview
        • EntryType
        • ExportTaxonomiesRequest
        • ExportTaxonomiesResponse
        • FeatureOnlineStoreSpec
          • Overview
          • StorageType
        • FieldType
          • Overview
          • EnumType
            • Overview
            • EnumValue
          • PrimitiveType
        • FilesetSpec
        • GcsFileSpec
        • GcsFilesetSpec
        • GetEntryGroupRequest
        • GetEntryRequest
        • GetPolicyTagRequest
        • GetTagTemplateRequest
        • GetTaxonomyRequest
        • ImportEntriesMetadata
          • Overview
          • ImportState
        • ImportEntriesRequest
        • ImportEntriesResponse
        • ImportTaxonomiesRequest
        • ImportTaxonomiesResponse
        • InlineSource
        • IntegratedSystem
        • ListEntriesRequest
        • ListEntriesResponse
        • ListEntryGroupsRequest
        • ListEntryGroupsResponse
        • ListPolicyTagsRequest
        • ListPolicyTagsResponse
        • ListTagsRequest
        • ListTagsResponse
        • ListTaxonomiesRequest
        • ListTaxonomiesResponse
        • LookerSystemSpec
        • LookupEntryRequest
        • ManagingSystem
        • MigrationConfig
        • ModelSpec
        • ModifyEntryContactsRequest
        • ModifyEntryOverviewRequest
        • OrganizationConfig
          • Overview
          • ConfigEntry
        • PersonalDetails
        • PhysicalSchema
          • Overview
          • AvroSchema
          • CsvSchema
          • OrcSchema
          • ParquetSchema
          • ProtobufSchema
          • ThriftSchema
        • PolicyTag
        • ReconcileTagsMetadata
          • Overview
          • ErrorsEntry
          • ReconciliationState
        • ReconcileTagsRequest
        • ReconcileTagsResponse
        • RenameTagTemplateFieldEnumValueRequest
        • RenameTagTemplateFieldRequest
        • ReplaceTaxonomyRequest
        • RetrieveConfigRequest
        • RetrieveEffectiveConfigRequest
        • RoutineSpec
          • Overview
          • Argument
            • Overview
            • Mode
          • RoutineType
        • Schema
        • SearchCatalogRequest
          • Overview
          • Scope
        • SearchCatalogResponse
        • SearchCatalogResult
        • SearchResultType
        • SerializedPolicyTag
        • SerializedTaxonomy
        • ServiceSpec
        • SetConfigRequest
        • SqlDatabaseSystemSpec
        • StarEntryRequest
        • StarEntryResponse
        • StorageProperties
        • SystemTimestamps
        • TableSourceType
        • TableSpec
        • Tag
          • Overview
          • FieldsEntry
        • TagField
          • Overview
          • EnumValue
        • TagTemplate
          • Overview
          • DataplexTransferStatus
          • FieldsEntry
        • TagTemplateField
        • TagTemplateMigration
        • TaggedEntry
        • Taxonomy
          • Overview
          • PolicyType
          • Service
        • UnstarEntryRequest
        • UnstarEntryResponse
        • UpdateEntryGroupRequest
        • UpdateEntryRequest
        • UpdatePolicyTagRequest
        • UpdateTagRequest
        • UpdateTagTemplateFieldRequest
        • UpdateTagTemplateRequest
        • UpdateTaxonomyRequest
        • UsageSignal
          • Overview
          • CommonUsageWithinTimeRangeEntry
          • UsageWithinTimeRangeEntry
        • UsageStats
        • VertexDatasetSpec
          • Overview
          • DataType
        • VertexModelSourceInfo
          • Overview
          • ModelSourceType
        • VertexModelSpec
        • ViewSpec
    • Datacatalog V1beta1
      • data_catalog
        • Overview
        • pagers
          • Overview
          • ListEntriesAsyncPager
          • ListEntriesPager
          • ListEntryGroupsAsyncPager
          • ListEntryGroupsPager
          • ListTagsAsyncPager
          • ListTagsPager
          • SearchCatalogAsyncPager
          • SearchCatalogPager
        • DataCatalogAsyncClient
        • DataCatalogClient
      • policy_tag_manager
        • Overview
        • pagers
          • Overview
          • ListPolicyTagsAsyncPager
          • ListPolicyTagsPager
          • ListTaxonomiesAsyncPager
          • ListTaxonomiesPager
        • PolicyTagManagerAsyncClient
        • PolicyTagManagerClient
      • policy_tag_manager_serialization
        • Overview
        • PolicyTagManagerSerializationAsyncClient
        • PolicyTagManagerSerializationClient
      • types
        • Overview
        • BigQueryDateShardedSpec
        • BigQueryTableSpec
        • ColumnSchema
        • CreateEntryGroupRequest
        • CreateEntryRequest
        • CreatePolicyTagRequest
        • CreateTagRequest
        • CreateTagTemplateFieldRequest
        • CreateTagTemplateRequest
        • CreateTaxonomyRequest
        • DeleteEntryGroupRequest
        • DeleteEntryRequest
        • DeletePolicyTagRequest
        • DeleteTagRequest
        • DeleteTagTemplateFieldRequest
        • DeleteTagTemplateRequest
        • DeleteTaxonomyRequest
        • Entry
        • EntryGroup
        • EntryType
        • ExportTaxonomiesRequest
        • ExportTaxonomiesResponse
        • FieldType
          • Overview
          • EnumType
            • Overview
            • EnumValue
          • PrimitiveType
        • GcsFileSpec
        • GcsFilesetSpec
        • GetEntryGroupRequest
        • GetEntryRequest
        • GetPolicyTagRequest
        • GetTagTemplateRequest
        • GetTaxonomyRequest
        • ImportTaxonomiesRequest
        • ImportTaxonomiesResponse
        • InlineSource
        • IntegratedSystem
        • ListEntriesRequest
        • ListEntriesResponse
        • ListEntryGroupsRequest
        • ListEntryGroupsResponse
        • ListPolicyTagsRequest
        • ListPolicyTagsResponse
        • ListTagsRequest
        • ListTagsResponse
        • ListTaxonomiesRequest
        • ListTaxonomiesResponse
        • LookupEntryRequest
        • ManagingSystem
        • PolicyTag
        • RenameTagTemplateFieldEnumValueRequest
        • RenameTagTemplateFieldRequest
        • Schema
        • SearchCatalogRequest
          • Overview
          • Scope
        • SearchCatalogResponse
        • SearchCatalogResult
        • SearchResultType
        • SerializedPolicyTag
        • SerializedTaxonomy
        • SystemTimestamps
        • TableSourceType
        • TableSpec
        • Tag
          • Overview
          • FieldsEntry
        • TagField
          • Overview
          • EnumValue
        • TagTemplate
          • Overview
          • DataplexTransferStatus
          • FieldsEntry
        • TagTemplateField
        • Taxonomy
          • Overview
          • PolicyType
          • Service
        • UpdateEntryGroupRequest
        • UpdateEntryRequest
        • UpdatePolicyTagRequest
        • UpdateTagRequest
        • UpdateTagTemplateFieldRequest
        • UpdateTagTemplateRequest
        • UpdateTaxonomyRequest
        • UsageSignal
          • Overview
          • UsageWithinTimeRangeEntry
        • UsageStats
        • ViewSpec
  • google-cloud-datacatalog-lineage
  • google-cloud-datacatalog-lineage-configmanagement
  • google-cloud-dataflow-client
  • google-cloud-dataform
  • google-cloud-datalabeling
  • google-cloud-dataplex
  • google-cloud-dataproc
  • google-cloud-dataproc-metastore
  • google-cloud-datastore
  • google-cloud-datastream
  • google-cloud-debugger-client
  • google-cloud-deploy
  • google-cloud-developerconnect
  • google-cloud-devicestreaming
  • google-cloud-dialogflow
  • google-cloud-dialogflow-cx
  • google-cloud-discoveryengine
  • google-cloud-dlp
  • google-cloud-dms
  • google-cloud-dns
  • google-cloud-documentai
  • google-cloud-documentai-toolbox
  • google-cloud-domains
  • google-cloud-edgecontainer
  • google-cloud-edgenetwork
  • google-cloud-enterpriseknowledgegraph
  • google-cloud-error-reporting
  • google-cloud-essential-contacts
  • google-cloud-eventarc
  • google-cloud-eventarc-publishing
  • google-cloud-filestore
  • google-cloud-financialservices
  • google-cloud-firestore
  • google-cloud-functions
  • google-cloud-game-servers
  • google-cloud-gdchardwaremanagement
  • google-cloud-geminidataanalytics
  • google-cloud-gke-backup
  • google-cloud-gke-connect-gateway
  • google-cloud-gke-hub
  • google-cloud-gke-multicloud
  • google-cloud-gkerecommender
  • google-cloud-gsuiteaddons
  • google-cloud-hypercomputecluster
  • google-cloud-iam
  • google-cloud-iam-logging
  • google-cloud-iap
  • google-cloud-ids
  • google-cloud-iot
  • google-cloud-kms
  • google-cloud-kms-inventory
  • google-cloud-language
  • google-cloud-licensemanager
  • google-cloud-life-sciences
  • google-cloud-locationfinder
  • google-cloud-logging
  • google-cloud-lustre
  • google-cloud-maintenance-api
  • google-cloud-managed-identities
  • google-cloud-managedkafka
  • google-cloud-managedkafka-schemaregistry
  • google-cloud-media-translation
  • google-cloud-memcache
  • google-cloud-memorystore
  • google-cloud-migrationcenter
  • google-cloud-modelarmor
  • google-cloud-monitoring
  • google-cloud-monitoring-dashboards
  • google-cloud-monitoring-metrics-scopes
  • google-cloud-netapp
  • google-cloud-network-connectivity
  • google-cloud-network-management
  • google-cloud-network-security
  • google-cloud-network-services
  • google-cloud-notebooks
  • google-cloud-optimization
  • google-cloud-oracledatabase
  • google-cloud-orchestration-airflow
  • google-cloud-org-policy
  • google-cloud-os-config
  • google-cloud-os-login
  • google-cloud-parallelstore
  • google-cloud-parametermanager
  • google-cloud-phishing-protection
  • google-cloud-policy-troubleshooter
  • google-cloud-policysimulator
  • google-cloud-policytroubleshooter-iam
  • google-cloud-private-ca
  • google-cloud-private-catalog
  • google-cloud-privilegedaccessmanager
  • google-cloud-pubsub
  • google-cloud-pubsublite
  • google-cloud-quotas
  • google-cloud-rapidmigrationassessment
  • google-cloud-recaptcha-enterprise
  • google-cloud-recommendations-ai
  • google-cloud-recommender
  • google-cloud-redis
  • google-cloud-redis-cluster
  • google-cloud-resource-manager
  • google-cloud-retail
  • google-cloud-run
  • google-cloud-runtimeconfig
  • google-cloud-saasplatform-saasservicemgmt
  • google-cloud-scheduler
  • google-cloud-secret-manager
  • google-cloud-securesourcemanager
  • google-cloud-security-publicca
  • google-cloud-securitycenter
  • google-cloud-securitycentermanagement
  • google-cloud-service-control
  • google-cloud-service-directory
  • google-cloud-service-management
  • google-cloud-service-usage
  • google-cloud-servicehealth
  • google-cloud-shell
  • google-cloud-source-context
  • google-cloud-spanner
  • google-cloud-speech
  • google-cloud-storage
  • google-cloud-storage-control
  • google-cloud-storage-transfer
  • google-cloud-storagebatchoperations
  • google-cloud-storageinsights
  • google-cloud-support
  • google-cloud-talent
  • google-cloud-tasks
  • google-cloud-telcoautomation
  • google-cloud-texttospeech
  • google-cloud-tpu
  • google-cloud-trace
  • google-cloud-translate
  • google-cloud-vectorsearch
  • google-cloud-vertexai
  • google-cloud-video-live-stream
  • google-cloud-video-stitcher
  • google-cloud-video-transcoder
  • google-cloud-videointelligence
  • google-cloud-vision
  • google-cloud-visionai
  • google-cloud-vm-migration
  • google-cloud-vmwareengine
  • google-cloud-vpc-access
  • google-cloud-webrisk
  • google-cloud-websecurityscanner
  • google-cloud-workflows
  • google-cloud-workloadmanager
  • google-cloud-workstations
  • google-resumable-media
  • googleapis-common-protos
  • grpc-google-iam-v1
  • langchain-google-alloydb-pg
  • langchain-google-bigtable
  • langchain-google-cloud-sql-mssql
  • langchain-google-cloud-sql-mysql
  • langchain-google-cloud-sql-pg
  • langchain-google-datastore
  • langchain-google-el-carro
  • langchain-google-firestore
  • langchain-google-memorystore-redis
  • langchain-google-spanner
  • llama-index-alloydb-pg
  • llama-index-cloud-sql-pg
  • llama-index-spanner
  • Get Started
  • Get Started with Google Cloud
  • Product List
  • Cloud Customer Care
  • Featured Products
  • Agent Platform
  • Apigee API Management
  • BigQuery
  • Compute Engine
  • Cloud CDN
  • Cloud Run
  • Cloud Storage
  • Cloud SQL
  • Gemini Enterprise
  • Google Kubernetes Engine
  • Looker
  • Cross-product Tools
  • Access and resources management
  • Costs and usage management
  • Infrastructure as code
  • SDK, languages, frameworks, and tools
  • Technology Areas
  • AI and ML
  • Application development
  • Application hosting
  • Compute
  • Data analytics and pipelines
  • Databases
  • Distributed, hybrid, and multicloud
  • Industry solutions
  • Migration
  • Networking
  • Observability and monitoring
  • Security
  • Storage
  • Home
  • Documentation
  • Developer tools
  • Google Cloud SDK