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  • Cloud AutoML API C++ Client Library
  • In-Depth Topics
    • Environment Variables
    • How to Override the Authentication Credentials
    • How to Override the Default Endpoint
    • Override Retry, Backoff, and Idempotency Policies
    • Override automl_v1::AutoMlClient Retry Policies
    • Override automl_v1::PredictionServiceClient Retry Policies
  • Modules
    • Cloud AutoML API Configuration Options
  • Namespaces
    • google::cloud::automl
      • Overview
    • google::cloud::automl_mocks
      • Overview
    • google::cloud::automl_v1
      • Overview
      • Classes
        • AutoMlClient
          • Overview
          • Constructors
            • AutoMlClient(AutoMlClient const &)
            • AutoMlClient(AutoMlClient &&)
            • AutoMlClient(std::shared_ptr< AutoMlConnection >, Options)
          • Operators
            • operator=(AutoMlClient const &)
            • operator=(AutoMlClient &&)
            • operator==(AutoMlClient const &, AutoMlClient const &)
            • operator!=(AutoMlClient const &, AutoMlClient const &)
          • Functions
            • CreateDataset(std::string const &, google::cloud::automl::v1::Dataset const &, Options)
            • CreateDataset(google::cloud::automl::v1::CreateDatasetRequest const &, Options)
            • GetDataset(std::string const &, Options)
            • GetDataset(google::cloud::automl::v1::GetDatasetRequest const &, Options)
            • ListDatasets(std::string const &, Options)
            • ListDatasets(google::cloud::automl::v1::ListDatasetsRequest, Options)
            • UpdateDataset(google::cloud::automl::v1::Dataset const &, google::protobuf::FieldMask const &, Options)
            • UpdateDataset(google::cloud::automl::v1::UpdateDatasetRequest const &, Options)
            • DeleteDataset(std::string const &, Options)
            • DeleteDataset(google::cloud::automl::v1::DeleteDatasetRequest const &, Options)
            • ImportData(std::string const &, google::cloud::automl::v1::InputConfig const &, Options)
            • ImportData(google::cloud::automl::v1::ImportDataRequest const &, Options)
            • ExportData(std::string const &, google::cloud::automl::v1::OutputConfig const &, Options)
            • ExportData(google::cloud::automl::v1::ExportDataRequest const &, Options)
            • GetAnnotationSpec(std::string const &, Options)
            • GetAnnotationSpec(google::cloud::automl::v1::GetAnnotationSpecRequest const &, Options)
            • CreateModel(std::string const &, google::cloud::automl::v1::Model const &, Options)
            • CreateModel(google::cloud::automl::v1::CreateModelRequest const &, Options)
            • GetModel(std::string const &, Options)
            • GetModel(google::cloud::automl::v1::GetModelRequest const &, Options)
            • ListModels(std::string const &, Options)
            • ListModels(google::cloud::automl::v1::ListModelsRequest, Options)
            • DeleteModel(std::string const &, Options)
            • DeleteModel(google::cloud::automl::v1::DeleteModelRequest const &, Options)
            • UpdateModel(google::cloud::automl::v1::Model const &, google::protobuf::FieldMask const &, Options)
            • UpdateModel(google::cloud::automl::v1::UpdateModelRequest const &, Options)
            • DeployModel(std::string const &, Options)
            • DeployModel(google::cloud::automl::v1::DeployModelRequest const &, Options)
            • UndeployModel(std::string const &, Options)
            • UndeployModel(google::cloud::automl::v1::UndeployModelRequest const &, Options)
            • ExportModel(std::string const &, google::cloud::automl::v1::ModelExportOutputConfig const &, Options)
            • ExportModel(google::cloud::automl::v1::ExportModelRequest const &, Options)
            • GetModelEvaluation(std::string const &, Options)
            • GetModelEvaluation(google::cloud::automl::v1::GetModelEvaluationRequest const &, Options)
            • ListModelEvaluations(std::string const &, std::string const &, Options)
            • ListModelEvaluations(google::cloud::automl::v1::ListModelEvaluationsRequest, Options)
        • AutoMlConnection
          • Overview
          • Functions
            • virtual options()
            • virtual CreateDataset(google::cloud::automl::v1::CreateDatasetRequest const &)
            • virtual GetDataset(google::cloud::automl::v1::GetDatasetRequest const &)
            • virtual ListDatasets(google::cloud::automl::v1::ListDatasetsRequest)
            • virtual UpdateDataset(google::cloud::automl::v1::UpdateDatasetRequest const &)
            • virtual DeleteDataset(google::cloud::automl::v1::DeleteDatasetRequest const &)
            • virtual ImportData(google::cloud::automl::v1::ImportDataRequest const &)
            • virtual ExportData(google::cloud::automl::v1::ExportDataRequest const &)
            • virtual GetAnnotationSpec(google::cloud::automl::v1::GetAnnotationSpecRequest const &)
            • virtual CreateModel(google::cloud::automl::v1::CreateModelRequest const &)
            • virtual GetModel(google::cloud::automl::v1::GetModelRequest const &)
            • virtual ListModels(google::cloud::automl::v1::ListModelsRequest)
            • virtual DeleteModel(google::cloud::automl::v1::DeleteModelRequest const &)
            • virtual UpdateModel(google::cloud::automl::v1::UpdateModelRequest const &)
            • virtual DeployModel(google::cloud::automl::v1::DeployModelRequest const &)
            • virtual UndeployModel(google::cloud::automl::v1::UndeployModelRequest const &)
            • virtual ExportModel(google::cloud::automl::v1::ExportModelRequest const &)
            • virtual GetModelEvaluation(google::cloud::automl::v1::GetModelEvaluationRequest const &)
            • virtual ListModelEvaluations(google::cloud::automl::v1::ListModelEvaluationsRequest)
        • AutoMlConnectionIdempotencyPolicy
          • Overview
          • Functions
            • virtual clone() const
            • virtual CreateDataset(google::cloud::automl::v1::CreateDatasetRequest const &)
            • virtual GetDataset(google::cloud::automl::v1::GetDatasetRequest const &)
            • virtual ListDatasets(google::cloud::automl::v1::ListDatasetsRequest)
            • virtual UpdateDataset(google::cloud::automl::v1::UpdateDatasetRequest const &)
            • virtual DeleteDataset(google::cloud::automl::v1::DeleteDatasetRequest const &)
            • virtual ImportData(google::cloud::automl::v1::ImportDataRequest const &)
            • virtual ExportData(google::cloud::automl::v1::ExportDataRequest const &)
            • virtual GetAnnotationSpec(google::cloud::automl::v1::GetAnnotationSpecRequest const &)
            • virtual CreateModel(google::cloud::automl::v1::CreateModelRequest const &)
            • virtual GetModel(google::cloud::automl::v1::GetModelRequest const &)
            • virtual ListModels(google::cloud::automl::v1::ListModelsRequest)
            • virtual DeleteModel(google::cloud::automl::v1::DeleteModelRequest const &)
            • virtual UpdateModel(google::cloud::automl::v1::UpdateModelRequest const &)
            • virtual DeployModel(google::cloud::automl::v1::DeployModelRequest const &)
            • virtual UndeployModel(google::cloud::automl::v1::UndeployModelRequest const &)
            • virtual ExportModel(google::cloud::automl::v1::ExportModelRequest const &)
            • virtual GetModelEvaluation(google::cloud::automl::v1::GetModelEvaluationRequest const &)
            • virtual ListModelEvaluations(google::cloud::automl::v1::ListModelEvaluationsRequest)
        • PredictionServiceClient
          • Overview
          • Constructors
            • PredictionServiceClient(PredictionServiceClient const &)
            • PredictionServiceClient(PredictionServiceClient &&)
            • PredictionServiceClient(std::shared_ptr< PredictionServiceConnection >, Options)
          • Operators
            • operator=(PredictionServiceClient const &)
            • operator=(PredictionServiceClient &&)
            • operator==(PredictionServiceClient const &, PredictionServiceClient const &)
            • operator!=(PredictionServiceClient const &, PredictionServiceClient const &)
          • Functions
            • Predict(std::string const &, google::cloud::automl::v1::ExamplePayload const &, std::map< std::string, std::string > const &, Options)
            • Predict(google::cloud::automl::v1::PredictRequest const &, Options)
            • BatchPredict(std::string const &, google::cloud::automl::v1::BatchPredictInputConfig const &, google::cloud::automl::v1::BatchPredictOutputConfig const &, std::map< std::string, std::string > const &, Options)
            • BatchPredict(google::cloud::automl::v1::BatchPredictRequest const &, Options)
        • PredictionServiceConnection
          • Overview
          • Functions
            • virtual options()
            • virtual Predict(google::cloud::automl::v1::PredictRequest const &)
            • virtual BatchPredict(google::cloud::automl::v1::BatchPredictRequest const &)
        • PredictionServiceConnectionIdempotencyPolicy
          • Overview
          • Functions
            • virtual clone() const
            • virtual Predict(google::cloud::automl::v1::PredictRequest const &)
            • virtual BatchPredict(google::cloud::automl::v1::BatchPredictRequest const &)
      • Structs
        • AutoMlBackoffPolicyOption
          • Overview
          • Types
            • Type
        • AutoMlConnectionIdempotencyPolicyOption
          • Overview
          • Types
            • Type
        • AutoMlPollingPolicyOption
          • Overview
          • Types
            • Type
        • AutoMlRetryPolicyOption
          • Overview
          • Types
            • Type
        • PredictionServiceBackoffPolicyOption
          • Overview
          • Types
            • Type
        • PredictionServiceConnectionIdempotencyPolicyOption
          • Overview
          • Types
            • Type
        • PredictionServicePollingPolicyOption
          • Overview
          • Types
            • Type
        • PredictionServiceRetryPolicyOption
          • Overview
          • Types
            • Type
      • Functions
        • MakeAutoMlConnection(Options)
        • MakeDefaultAutoMlConnectionIdempotencyPolicy()
        • MakePredictionServiceConnection(Options)
        • MakeDefaultPredictionServiceConnectionIdempotencyPolicy()
      • Types
        • AutoMlRetryPolicy
        • AutoMlLimitedTimeRetryPolicy
        • AutoMlLimitedErrorCountRetryPolicy
        • AutoMlPolicyOptionList
        • PredictionServiceRetryPolicy
        • PredictionServiceLimitedTimeRetryPolicy
        • PredictionServiceLimitedErrorCountRetryPolicy
        • PredictionServicePolicyOptionList
    • google::cloud::automl_v1_mocks
      • Overview
      • Classes
        • MockAutoMlConnection
          • Overview
          • Functions
            • virtual options()
            • virtual CreateDataset(google::cloud::automl::v1::CreateDatasetRequest const &)
            • virtual GetDataset(google::cloud::automl::v1::GetDatasetRequest const &)
            • virtual ListDatasets(google::cloud::automl::v1::ListDatasetsRequest)
            • virtual UpdateDataset(google::cloud::automl::v1::UpdateDatasetRequest const &)
            • virtual DeleteDataset(google::cloud::automl::v1::DeleteDatasetRequest const &)
            • virtual ImportData(google::cloud::automl::v1::ImportDataRequest const &)
            • virtual ExportData(google::cloud::automl::v1::ExportDataRequest const &)
            • virtual GetAnnotationSpec(google::cloud::automl::v1::GetAnnotationSpecRequest const &)
            • virtual CreateModel(google::cloud::automl::v1::CreateModelRequest const &)
            • virtual GetModel(google::cloud::automl::v1::GetModelRequest const &)
            • virtual ListModels(google::cloud::automl::v1::ListModelsRequest)
            • virtual DeleteModel(google::cloud::automl::v1::DeleteModelRequest const &)
            • virtual UpdateModel(google::cloud::automl::v1::UpdateModelRequest const &)
            • virtual DeployModel(google::cloud::automl::v1::DeployModelRequest const &)
            • virtual UndeployModel(google::cloud::automl::v1::UndeployModelRequest const &)
            • virtual ExportModel(google::cloud::automl::v1::ExportModelRequest const &)
            • virtual GetModelEvaluation(google::cloud::automl::v1::GetModelEvaluationRequest const &)
            • virtual ListModelEvaluations(google::cloud::automl::v1::ListModelEvaluationsRequest)
        • MockPredictionServiceConnection
          • Overview
          • Functions
            • virtual options()
            • virtual Predict(google::cloud::automl::v1::PredictRequest const &)
            • virtual BatchPredict(google::cloud::automl::v1::BatchPredictRequest const &)
  • AI and ML
  • Application development
  • Application hosting
  • Compute
  • Data analytics and pipelines
  • Databases
  • Distributed, hybrid, and multicloud
  • Generative AI
  • Industry solutions
  • Networking
  • Observability and monitoring
  • Security
  • Storage
  • Access and resources management
  • Costs and usage management
  • Google Cloud SDK, languages, frameworks, and tools
  • Infrastructure as code
  • Migration
  • Google Cloud Home
  • Free Trial and Free Tier
  • Architecture Center
  • Blog
  • Contact Sales
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  • Google Cloud Marketplace Documentation
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  • Google Cloud Solution Center
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  • Home
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  • Reference

Namespace google::cloud::automl (2.13.0)

  • 2.44.0-rc (latest)
  • 2.43.0
  • 2.42.0
  • 2.41.0
  • 2.40.0
  • 2.39.0
  • 2.38.0
  • 2.37.0
  • 2.36.0
  • 2.35.0
  • 2.34.0
  • 2.33.0
  • 2.32.0
  • 2.31.0
  • 2.30.0
  • 2.29.0
  • 2.28.0
  • 2.27.0
  • 2.26.0
  • 2.25.1
  • 2.24.0
  • 2.23.0
  • 2.22.1
  • 2.21.0
  • 2.20.0
  • 2.19.0
  • 2.18.0
  • 2.17.0
  • 2.16.0
  • 2.15.1
  • 2.14.0
  • 2.13.0
  • 2.12.0
  • 2.11.0
Deprecated: This namespace is deprecated, prefer the types defined in automl_v1.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2025-10-10 UTC.

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