Notebooks API usage overview
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Application Modernization
Assess, plan, implement, and measure software practices and capabilities to modernize and simplify your organization’s business application portfolios.
CAMP
Program that uses DORA to improve your software delivery capabilities.
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Analyze, categorize, and get started with cloud migration on traditional workloads.
Migrate from PaaS: Cloud Foundry, Openshift
Tools for moving your existing containers into Google's managed container services.
Migrate from Mainframe
Automated tools and prescriptive guidance for moving your mainframe apps to the cloud.
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Software supply chain best practices - innerloop productivity, CI/CD and S3C.
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Processes and resources for implementing DevOps in your org.
SRE Principles
Tools and resources for adopting SRE in your org.
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Best practices for running reliable, performant, and cost effective applications on GKE.
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Guidance for localized and low latency apps on Google’s hardware agnostic edge solution.
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Document AI
Document processing and data capture automated at scale.
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Google-quality search and product recommendations for retailers.
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Speed up the pace of innovation without coding, using APIs, apps, and automation.
New Business Channels Using APIs
Attract and empower an ecosystem of developers and partners.
Unlocking Legacy Applications Using APIs
Cloud services for extending and modernizing legacy apps.
Open Banking APIx
Simplify and accelerate secure delivery of open banking compliant APIs.
Databases
Migrate and manage enterprise data with security, reliability, high availability, and fully managed data services.
Database Migration
Guides and tools to simplify your database migration life cycle.
Database Modernization
Upgrades to modernize your operational database infrastructure.
Databases for Games
Build global, live games with Google Cloud databases.
Google Cloud Databases
Database services to migrate, manage, and modernize data.
Migrate Oracle workloads to Google Cloud
Rehost, replatform, rewrite your Oracle workloads.
Open Source Databases
Fully managed open source databases with enterprise-grade support.
SQL Server on Google Cloud
Options for running SQL Server virtual machines on Google Cloud.
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Migrate and manage enterprise data with security, reliability, high availability, and fully managed data services.
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Generate instant insights from data at any scale with a serverless, fully managed analytics platform that significantly simplifies analytics.
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Innovate, optimize and amplify your SaaS applications using Google's data and machine learning solutions such as BigQuery, Looker, Spanner and Vertex AI.
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COVID-19 Solutions for the Healthcare Industry
How Google is helping healthcare meet extraordinary challenges.
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Migrate quickly with solutions for SAP, VMware, Windows, Oracle, and other workloads.
Application Migration
Discovery and analysis tools for moving to the cloud.
SAP on Google Cloud
Certifications for running SAP applications and SAP HANA.
High Performance Computing
Compute, storage, and networking options to support any workload.
Windows on Google Cloud
Tools and partners for running Windows workloads.
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Migration solutions for VMs, apps, databases, and more.
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Remote work solutions for desktops and applications (VDI & DaaS).
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End-to-end migration program to simplify your path to the cloud.
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Solution for analyzing petabytes of security telemetry.
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Solution to modernize your governance, risk, and compliance function with automation.
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Solution for improving end-to-end software supply chain security.
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Recommended products to help achieve a strong security posture.
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Generate instant insights from data at any scale with a serverless, fully managed analytics platform that significantly simplifies analytics.
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Data warehouse to jumpstart your migration and unlock insights.
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Services for building and modernizing your data lake.
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Run and write Spark where you need it, serverless and integrated.
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Virtual machines running in Google’s data center.
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Object storage that’s secure, durable, and scalable.
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Command-line tools and libraries for Google Cloud.
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Relational database service for MySQL, PostgreSQL and SQL Server.
Google Kubernetes Engine
Managed environment for running containerized apps.
BigQuery
Data warehouse for business agility and insights.
Cloud CDN
Content delivery network for delivering web and video.
Dataflow
Streaming analytics for stream and batch processing.
Operations
Monitoring, logging, and application performance suite.
Cloud Run
Fully managed environment for running containerized apps.
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Platform for modernizing existing apps and building new ones.
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AI and Machine Learning
Vertex AI
Unified platform for training, running, and managing ML models.
Vertex AI Workbench
Single interface for the entire Data Science workflow.
AI Infrastructure
Options for training deep learning and ML models cost-effectively.
AutoML
Custom machine learning model development, with minimal effort.
Natural Language AI
Sentiment analysis and classification of unstructured text.
Speech-to-Text
Speech recognition and transcription across 125 languages.
Text-to-Speech
Speech synthesis in 220+ voices and 40+ languages.
Translation AI
Language detection, translation, and glossary support.
Video AI
Video classification and recognition using machine learning.
Vision AI
Custom and pre-trained models to detect emotion, text, and more.
Dialogflow
Lifelike conversational AI with state-of-the-art virtual agents.
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API Management
Apigee API Management
Manage the full life cycle of APIs anywhere with visibility and control.
Apigee Integration
API-first integration to connect existing data and applications.
Cloud Healthcare API
Solution to bridge existing care systems and apps on Google Cloud.
AppSheet
No-code development platform to build and extend applications.
API Gateway
Develop, deploy, secure, and manage APIs with a fully managed gateway.
Compute
Compute Engine
Virtual machines running in Google’s data center.
App Engine
Serverless application platform for apps and back ends.
Cloud GPUs
GPUs for ML, scientific computing, and 3D visualization.
Migrate to Virtual Machines
Server and virtual machine migration to Compute Engine.
Spot VMs
Compute instances for batch jobs and fault-tolerant workloads.
Batch
Fully managed service for scheduling batch jobs.
Sole-Tenant Nodes
Dedicated hardware for compliance, licensing, and management.
Bare Metal
Infrastructure to run specialized workloads on Google Cloud.
Recommender
Usage recommendations for Google Cloud products and services.
VMware Engine
Fully managed, native VMware Cloud Foundation software stack.
Cloud Run
Fully managed environment for running containerized apps.
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Containers
Google Kubernetes Engine
Managed environment for running containerized apps.
Container Registry
Registry for storing, managing, and securing Docker images.
Container Security
Container environment security for each stage of the life cycle.
Cloud Build
Solution for running build steps in a Docker container.
Deep Learning Containers
Containers with data science frameworks, libraries, and tools.
Kubernetes Applications
Containerized apps with prebuilt deployment and unified billing.
Artifact Registry
Package manager for build artifacts and dependencies.
Knative
Components to create Kubernetes-native cloud-based software.
Cloud Run
Fully managed environment for running containerized apps.
Cloud Code
IDE support to write, run, and debug Kubernetes applications.
Google Cloud Deploy
Fully managed continuous delivery to Google Kubernetes Engine and Cloud Run.
Data Analytics
BigQuery
Data warehouse for business agility and insights.
Looker
Platform for BI, data applications, and embedded analytics.
Dataflow
Streaming analytics for stream and batch processing.
Pub/Sub
Messaging service for event ingestion and delivery.
Dataproc
Service for running Apache Spark and Apache Hadoop clusters.
Cloud Data Fusion
Data integration for building and managing data pipelines.
Cloud Composer
Workflow orchestration service built on Apache Airflow.
Dataprep
Service to prepare data for analysis and machine learning.
Dataplex
Intelligent data fabric for unifying data management across silos.
Looker Studio
Interactive data suite for dashboarding, reporting, and analytics.
Analytics Hub
Service for securely and efficiently exchanging data analytics assets.
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Databases
AlloyDB for PostgreSQL
Fully managed, PostgreSQL-compatible database for demanding enterprise workloads.
Cloud Bigtable
Cloud-native wide-column database for large scale, low-latency workloads.
Firestore
Cloud-native document database for building rich mobile, web, and IoT apps.
Memorystore
In-memory database for managed Redis and Memcached.
Cloud Spanner
Cloud-native relational database with unlimited scale and 99.999% availability.
Cloud SQL
Fully managed database for MySQL, PostgreSQL, and SQL Server.
Database Migration Service
Serverless, minimal downtime migrations to the cloud.
Bare Metal Solution for Oracle
Infrastructure to run specialized Oracle workloads on Google Cloud.
Firebase Realtime Database
NoSQL database for storing and syncing data in real time.
Datastream
Serverless change data capture and replication service.
Developer Tools
Artifact Registry
Universal package manager for build artifacts and dependencies.
Cloud Code
IDE support to write, run, and debug Kubernetes applications.
Cloud Build
Continuous integration and continuous delivery platform.
Cloud Deploy
Fully managed continuous delivery to Google Kubernetes Engine and Cloud Run.
Cloud Deployment Manager
Service for creating and managing Google Cloud resources.
gcloud CLI
Command line tools and libraries for Google Cloud.
Cloud Scheduler
Cron job scheduler for task automation and management.
Cloud Source Repositories
Private Git repository to store, manage, and track code.
Cloud Tasks
Task management service for asynchronous task execution.
Cloud Workstations
Managed and secure development environments in the cloud
Tools for PowerShell
Full cloud control from Windows PowerShell.
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Healthcare and Life Sciences
Apigee Healthcare APIx
FHIR API-based digital service production.
Cloud Healthcare API
Solution for bridging existing care systems and apps on Google Cloud.
Cloud Life Sciences
Tools for managing, processing, and transforming biomedical data.
Device Connect for Fitbit
Gain a 360-degree patient view with connected Fitbit data on Google Cloud.
Healthcare Natural Language AI
Real-time insights from unstructured medical text.
Medical Imaging Suite
Accelerate development of AI for medical imaging by making imaging data accessible, interoperable, and useful.
Hybrid and Multicloud
Anthos
Platform for modernizing existing apps and building new ones.
Looker
Platform for BI, data applications, and embedded analytics.
Cloud Run for Anthos
Integration that provides a serverless development platform on GKE.
Google Cloud Marketplace for Anthos
Containerized apps with prebuilt deployment and unified billing.
Migrate to Containers
Tool to move workloads and existing applications to GKE.
Operations
Monitoring, logging, and application performance suite.
Cloud Build
Service for executing builds on Google Cloud infrastructure.
Traffic Director
Traffic control pane and management for open service mesh.
Apigee API Management
API management, development, and security platform.
Google Distributed Cloud
Fully managed solutions for the edge and data centers.
Google Cloud Deploy
Fully managed continuous delivery to Google Kubernetes Engine and Cloud Run.
Internet of Things
Cloud IoT Core
IoT device management, integration, and connection service.
Edge TPU
ASIC designed to run ML inference and AI at the edge.
Management Tools
Anthos Config Management
Automate policy and security for your deployments.
Carbon Footprint
Dashboard to view and export Google Cloud carbon emissions reports.
Cloud APIs
Programmatic interfaces for Google Cloud services.
Cloud console
Web-based interface for managing and monitoring cloud apps.
Cloud Mobile App
App to manage Google Cloud services from your mobile device.
Cloud Shell
Interactive shell environment with a built-in command line.
Config Connector
Kubernetes add-on for managing Google Cloud resources.
Cost Management
Tools for monitoring, controlling, and optimizing your costs.
Intelligent Management
Tools for easily managing performance, security, and cost.
Personalized Service Health
Gain visibility into disruptive events impacting Google Cloud products.
Private Catalog
Service catalog for admins managing internal enterprise solutions.
Terraform on Google Cloud
Open source tool to provision Google Cloud resources with declarative configuration files.
Media and Gaming
Live Stream API
Service to convert live video and package for streaming.
OpenCue
Open source render manager for visual effects and animation.
Transcoder API
Convert video files and package them for optimized delivery.
Video Stitcher API
Service for dynamic or server-side ad insertion.
Migration
Application Migration
App migration to the cloud for low-cost refresh cycles.
BigQuery Data Transfer Service
Data import service for scheduling and moving data into BigQuery.
Cloud Foundation Toolkit
Reference templates for Deployment Manager and Terraform.
Database Migration Service
Serverless, minimal downtime migrations to the cloud.
Migrate to Containers
Components for migrating VMs into system containers on GKE.
Migrate to Virtual Machines
Components for migrating VMs and physical servers to Compute Engine.
Migration Center
Unified platform for migrating and modernizing with Google Cloud.
Rapid Assessment & Migration Program (RAMP)
End-to-end migration program to simplify your path to the cloud.
Transfer Appliance
Storage server for moving large volumes of data to Google Cloud.
Storage Transfer Service
Data transfers from online and on-premises sources to Cloud Storage.
VMware Engine
Migrate and run your VMware workloads natively on Google Cloud.
Networking
Cloud Armor
Security policies and defense against web and DDoS attacks.
Cloud CDN
Content delivery network for serving web and video content.
Cloud DNS
Domain name system for reliable and low-latency name lookups.
Cloud Load Balancing
Service for distributing traffic across applications and regions.
Cloud NAT
NAT service for giving private instances internet access.
Hybrid Connectivity
Connectivity options for VPN, peering, and enterprise needs.
Network Connectivity Center
Connectivity management to help simplify and scale networks.
Network Intelligence Center
Network monitoring, verification, and optimization platform.
Network Service Tiers
Cloud network options based on performance, availability, and cost.
Traffic Director
Traffic control pane and management for open service mesh.
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Operations
Cloud Logging
Google Cloud audit, platform, and application logs management.
Cloud Monitoring
Infrastructure and application health with rich metrics.
Error Reporting
Application error identification and analysis.
Kubernetes Engine Monitoring
GKE app development and troubleshooting.
Cloud Trace
Tracing system collecting latency data from applications.
Cloud Profiler
CPU and heap profiler for analyzing application performance.
Intelligent Operations
Tools for easily optimizing performance, security, and cost.
Security and Identity
Cloud IAM
Permissions management system for Google Cloud resources.
Assured Workloads
Compliance and security controls for sensitive workloads.
Cloud Key Management
Manage encryption keys on Google Cloud.
Confidential Computing
Encrypt data in use with Confidential VMs.
Security Command Center
Platform for defending against threats to your Google Cloud assets.
Cloud Data Loss Prevention
Sensitive data inspection, classification, and redaction platform.
Mandiant Products and Services
Cybersecurity technology and expertise from the frontlines.
Chronicle SIEM
Extract signals from your security telemetry to find threats instantly.
Chronicle Security Operations
Detect, investigate, and respond to cyber threats.
VirusTotal Enterprise
Unique visibility into threats.
reCAPTCHA Enterprise
Protect your website from fraudulent activity, spam, and abuse without friction.
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Serverless Computing
Cloud Run
Fully managed environment for running containerized apps.
Cloud Functions
Platform for creating functions that respond to cloud events.
App Engine
Serverless application platform for apps and back ends.
Workflows
Workflow orchestration for serverless products and API services.
Storage
All Storage Products
Cloud-based storage services for your business.
Cloud Storage
Object storage that’s secure, durable, and scalable.
Filestore
File storage that is highly scalable and secure.
Persistent Disk
Block storage for virtual machine instances running on Google Cloud.
Cloud Storage for Firebase
Object storage for storing and serving user-generated content.
Local SSD
Block storage that is locally attached for high-performance needs.
Storage Transfer Service
Data transfers from online and on-premises sources to Cloud Storage.
Google Workspace Essentials
Secure video meetings and modern collaboration for teams.
Google Cloud Backup and DR
Managed backup and disaster recovery for application-consistent data protection.
Parallelstore
High performance, managed parallel file service.
Google Cloud NetApp Volumes
File storage service that supports NFS, SMB, and multi-protocol environments.
Web3
Blockchain Node Engine
Fully managed node hosting for developing on the blockchain.
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v1
REST Resources
projects.locations.batchPredictionJobs
Overview
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projects.locations.customJobs
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projects.locations.dataLabelingJobs
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create
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projects.locations.datasets
Overview
create
delete
export
get
import
list
patch
searchDataItems
projects.locations.datasets.annotationSpecs
Overview
get
projects.locations.datasets.dataItems
Overview
list
projects.locations.datasets.dataItems.annotations
Overview
list
projects.locations.datasets.datasetVersions
Overview
create
delete
get
list
restore
projects.locations.datasets.savedQueries
Overview
delete
list
projects.locations.endpoints
Overview
create
delete
deployModel
explain
get
list
mutateDeployedModel
patch
predict
rawPredict
undeployModel
projects.locations.featurestores
Overview
batchReadFeatureValues
create
delete
get
getIamPolicy
list
patch
searchFeatures
setIamPolicy
testIamPermissions
projects.locations.featurestores.entityTypes
Overview
create
delete
deleteFeatureValues
exportFeatureValues
get
getIamPolicy
importFeatureValues
list
patch
readFeatureValues
setIamPolicy
streamingReadFeatureValues
testIamPermissions
writeFeatureValues
projects.locations.featurestores.entityTypes.features
Overview
batchCreate
create
delete
get
list
patch
projects.locations.hyperparameterTuningJobs
Overview
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projects.locations.indexEndpoints
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deployIndex
get
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mutateDeployedIndex
patch
undeployIndex
projects.locations.indexes
Overview
create
delete
get
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patch
removeDatapoints
upsertDatapoints
projects.locations.metadataStores
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delete
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projects.locations.metadataStores.artifacts
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patch
purge
queryArtifactLineageSubgraph
projects.locations.metadataStores.contexts
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addContextArtifactsAndExecutions
addContextChildren
create
delete
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patch
purge
queryContextLineageSubgraph
removeContextChildren
projects.locations.metadataStores.executions
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addExecutionEvents
create
delete
get
list
patch
purge
queryExecutionInputsAndOutputs
projects.locations.metadataStores.metadataSchemas
Overview
create
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projects.locations.migratableResources
Overview
batchMigrate
search
projects.locations.modelDeploymentMonitoringJobs
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delete
get
list
patch
pause
resume
searchModelDeploymentMonitoringStatsAnomalies
projects.locations.models
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copy
delete
deleteVersion
export
get
list
listVersions
mergeVersionAliases
patch
updateExplanationDataset
upload
projects.locations.models.evaluations
Overview
get
import
list
projects.locations.models.evaluations.slices
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batchImport
get
list
projects.locations.nasJobs
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projects.locations.nasJobs.nasTrialDetails
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get
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projects.locations.operations
Overview
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delete
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wait
projects.locations.pipelineJobs
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projects.locations.publishers.models
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predict
rawPredict
projects.locations.schedules
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delete
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patch
pause
resume
projects.locations.specialistPools
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delete
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patch
projects.locations.studies
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get
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lookup
projects.locations.studies.trials
Overview
addTrialMeasurement
checkTrialEarlyStoppingState
complete
create
delete
get
list
listOptimalTrials
stop
suggest
projects.locations.tensorboards
Overview
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delete
get
list
patch
readSize
readUsage
projects.locations.tensorboards.experiments
Overview
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delete
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write
projects.locations.tensorboards.experiments.runs
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batchCreate
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delete
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write
projects.locations.tensorboards.experiments.runs.timeSeries
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batchCreate
batchRead
create
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exportTensorboardTimeSeries
get
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patch
read
readBlobData
projects.locations.trainingPipelines
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Types
Annotation
AutomaticResources
BigQueryDestination
BigQuerySource
CsvSource
CustomJobSpec
DataItem
DedicatedResources
DestinationFeatureSetting
EncryptionSpec
EnvVar
Event
Explanation
ExplanationSpec
FeatureSelector
FeatureValue
FeatureValueDestination
GcsDestination
GcsSource
JobState
LineageSubgraph
MachineSpec
Measurement
ModelContainerSpec
ModelExplanation
NasTrial
PipelineState
PredictResponse
PredictSchemata
ReadFeatureValuesResponse
StudySpec
TensorboardBlob
TimeSeriesData
TimeSeriesDataPoint
v1beta1
REST Resources
projects.locations.batchPredictionJobs
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create
delete
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projects.locations.customJobs
Overview
cancel
create
delete
get
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projects.locations.dataLabelingJobs
Overview
cancel
create
delete
get
list
projects.locations.datasets
Overview
create
delete
export
get
import
list
patch
searchDataItems
projects.locations.datasets.annotationSpecs
Overview
get
projects.locations.datasets.dataItems
Overview
list
projects.locations.datasets.dataItems.annotations
Overview
list
projects.locations.datasets.datasetVersions
Overview
create
delete
get
list
restore
projects.locations.datasets.savedQueries
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delete
list
projects.locations.deploymentResourcePools
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create
delete
get
list
queryDeployedModels
projects.locations.endpoints
Overview
countTokens
create
delete
deployModel
explain
get
getIamPolicy
list
mutateDeployedModel
patch
predict
rawPredict
setIamPolicy
testIamPermissions
undeployModel
projects.locations.featurestores
Overview
batchReadFeatureValues
create
delete
get
getIamPolicy
list
patch
searchFeatures
setIamPolicy
testIamPermissions
projects.locations.featurestores.entityTypes
Overview
create
delete
deleteFeatureValues
exportFeatureValues
get
getIamPolicy
importFeatureValues
list
patch
readFeatureValues
setIamPolicy
streamingReadFeatureValues
testIamPermissions
writeFeatureValues
projects.locations.featurestores.entityTypes.features
Overview
batchCreate
create
delete
get
list
patch
projects.locations.hyperparameterTuningJobs
Overview
cancel
create
delete
get
list
projects.locations.indexEndpoints
Overview
create
delete
deployIndex
get
list
mutateDeployedIndex
patch
undeployIndex
projects.locations.indexes
Overview
create
delete
get
list
patch
removeDatapoints
upsertDatapoints
projects.locations.metadataStores
Overview
create
delete
get
list
projects.locations.metadataStores.artifacts
Overview
create
delete
get
list
patch
purge
queryArtifactLineageSubgraph
projects.locations.metadataStores.contexts
Overview
addContextArtifactsAndExecutions
addContextChildren
create
delete
get
list
patch
purge
queryContextLineageSubgraph
removeContextChildren
projects.locations.metadataStores.executions
Overview
addExecutionEvents
create
delete
get
list
patch
purge
queryExecutionInputsAndOutputs
projects.locations.metadataStores.metadataSchemas
Overview
create
get
list
projects.locations.migratableResources
Overview
batchMigrate
search
projects.locations.modelDeploymentMonitoringJobs
Overview
create
delete
get
list
patch
pause
resume
searchModelDeploymentMonitoringStatsAnomalies
projects.locations.models
Overview
copy
delete
deleteVersion
export
get
getIamPolicy
list
listVersions
mergeVersionAliases
patch
setIamPolicy
testIamPermissions
updateExplanationDataset
upload
projects.locations.models.evaluations
Overview
get
import
list
projects.locations.models.evaluations.slices
Overview
batchImport
get
list
projects.locations.notebookRuntimeTemplates
Overview
create
delete
get
getIamPolicy
list
setIamPolicy
testIamPermissions
projects.locations.notebookRuntimes
Overview
assign
delete
get
list
start
projects.locations.operations
Overview
cancel
delete
get
list
wait
projects.locations.persistentResources
Overview
create
delete
get
list
projects.locations.pipelineJobs
Overview
cancel
create
delete
get
list
projects.locations.publishers.models
Overview
countTokens
predict
rawPredict
projects.locations.schedules
Overview
create
delete
get
list
patch
pause
resume
projects.locations.specialistPools
Overview
create
delete
get
list
patch
projects.locations.studies
Overview
create
delete
get
list
lookup
projects.locations.studies.trials
Overview
addTrialMeasurement
checkTrialEarlyStoppingState
complete
create
delete
get
list
listOptimalTrials
stop
suggest
projects.locations.tensorboards
Overview
create
delete
get
list
patch
readSize
readUsage
projects.locations.tensorboards.experiments
Overview
create
delete
get
list
patch
write
projects.locations.tensorboards.experiments.runs
Overview
batchCreate
create
delete
get
list
patch
write
projects.locations.tensorboards.experiments.runs.timeSeries
Overview
batchCreate
batchRead
create
delete
exportTensorboardTimeSeries
get
list
patch
read
readBlobData
projects.locations.trainingPipelines
Overview
cancel
create
delete
get
list
Types
Annotation
AutomaticResources
BigQueryDestination
BigQuerySource
CountTokensResponse
CsvSource
CustomJobSpec
DataItem
DedicatedResources
DestinationFeatureSetting
DiskSpec
EncryptionSpec
EnvVar
Event
Explanation
ExplanationSpec
FeatureSelector
FeatureStatsAnomaly
FeatureValue
FeatureValueDestination
FeaturestoreMonitoringConfig
GcsDestination
GcsSource
JobState
LineageSubgraph
MachineSpec
ModelContainerSpec
ModelExplanation
ModelMonitoringAlertConfig
ModelMonitoringObjectiveConfig
NotebookRuntimeType
PipelineState
PredictResponse
PredictSchemata
ReadFeatureValuesResponse
SamplingStrategy
SliceSpec
StudySpec
TensorboardBlob
ThresholdConfig
TimeSeriesData
TimeSeriesDataPoint
Shared types
Types
Binding
CancelOperationRequest
DeleteOperationRequest
GetIamPolicyRequest
GetOperationRequest
HttpBody
Interval
ListOperationsRequest
ListOperationsResponse
Money
Policy
SetIamPolicyRequest
TestIamPermissionsRequest
TestIamPermissionsResponse
WaitOperationRequest
RPC reference
Overview
google.api
google.cloud.aiplatform.v1
Overview
schema
Overview
predict.instance
predict.params
predict.prediction
trainingjob.definition
google.cloud.aiplatform.v1beta1
Overview
schema
Overview
predict.instance
predict.params
predict.prediction
trainingjob.definition
google.iam.v1
google.longrunning
google.rpc
google.type
Google Cloud Pipelines Components reference
GCPC SDK reference
ML metadata artifact types
Dataflow components
Dataproc Serverless components
CustomJob components
Batch prediction component
Model and endpoint components
Model evaluation component
Vertex AI (aiplatform) AutoML components
BigQuery ML components
Hyperparameter tuning components
Email notification component
Vertex AI Neural Architecture Search reference
Prebuilt search spaces
PyGlove reference
Client library
Vertex AI Workbench: Notebooks API
Overview
Authenticate to Vertex AI Workbench
gcloud CLI reference
gcloud notebooks
gcloud beta notebooks
Client libraries
Overview
C++ reference
C# reference
Go reference
Java reference
Node.js reference
PHP reference
Python reference
Ruby reference
REST reference
Overview
v2
REST Resources
projects.locations
Overview
get
list
projects.locations.instances
Overview
checkUpgradability
create
delete
diagnose
get
getIamPolicy
list
patch
reset
rollback
setIamPolicy
start
stop
testIamPermissions
upgrade
projects.locations.operations
Overview
cancel
delete
get
list
v1
REST Resources
projects.locations
Overview
get
list
projects.locations.environments
Overview
create
delete
get
list
projects.locations.executions
Overview
create
delete
get
list
projects.locations.instances
Overview
create
delete
diagnose
get
getIamPolicy
getInstanceHealth
isUpgradeable
list
register
report
reset
rollback
setAccelerator
setIamPolicy
setLabels
setMachineType
start
stop
testIamPermissions
updateConfig
updateMetadataItems
updateShieldedInstanceConfig
upgrade
projects.locations.operations
Overview
cancel
delete
get
list
projects.locations.runtimes
Overview
create
delete
get
getIamPolicy
list
patch
reportEvent
reset
setIamPolicy
start
stop
switch
testIamPermissions
projects.locations.schedules
Overview
create
delete
get
list
Types
ContainerImage
ExecutionTemplate
UpgradeType
VmImage
v1beta1
REST Resources
projects.locations
Overview
get
list
projects.locations.environments
Overview
create
delete
get
list
projects.locations.instances
Overview
create
delete
get
getIamPolicy
isUpgradeable
list
register
report
reset
setAccelerator
setIamPolicy
setLabels
setMachineType
start
stop
testIamPermissions
upgrade
projects.locations.operations
Overview
cancel
delete
get
list
Types
ContainerImage
VmImage
Shared types
Types
Binding
CancelOperationRequest
DeleteOperationRequest
GetIamPolicyRequest
GetLocationRequest
GetOperationRequest
ListLocationsRequest
ListLocationsResponse
ListOperationsRequest
ListOperationsResponse
Policy
SetIamPolicyRequest
TestIamPermissionsRequest
TestIamPermissionsResponse
RPC reference
Overview
google.cloud.common
google.cloud.location
google.cloud.notebooks.v1
google.cloud.notebooks.v1beta1
google.cloud.notebooks.v2
google.iam.v1
google.longrunning
google.rpc
google.type
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