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An idiomatic C++ client library for the Cloud AutoML API, a service to train high-quality custom machine learning models with minimum effort and machine learning expertise.
While this library is GA, please note Google Cloud C++ client libraries do not follow Semantic Versioning.
QuickstartThe following shows the code that you'll run in the google/cloud/automl/quickstart/
directory, which should give you a taste of the Cloud AutoML API C++ client library API.
#include "google/cloud/automl/v1/auto_ml_client.h"
#include <iostream>
int main(int argc, char* argv[]) try {
if (argc != 3) {
std::cerr << "Usage: " << argv[0] << " project-id location-id\n";
return 1;
}
namespace automl = ::google::cloud::automl_v1;
auto client = automl::AutoMlClient(automl::MakeAutoMlConnection());
auto const parent =
std::string{"projects/"} + argv[1] + "/locations/" + argv[2];
for (auto m : client.ListModels(parent)) {
if (!m) throw std::move(m).status();
std::cout << m->DebugString() << "\n";
}
return 0;
} catch (google::cloud::Status const& status) {
std::cerr << "google::cloud::Status thrown: " << status << "\n";
return 1;
}
Main classes
This library offers multiple *Client
classes, which are listed below. Each one of these classes exposes all the RPCs for a gRPC service
as member functions of the class. This library groups multiple gRPC services because they are part of the same product or are often used together. A typical example may be the administrative and data plane operations for a single product.
The library also has other classes that provide helpers, configuration parameters, and infrastructure to mock the *Client
classes when testing your application.
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 2025-08-14 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-14 UTC."],[[["This webpage provides documentation for the Cloud AutoML API C++ client library, which enables users to train custom machine learning models with minimal effort."],["The latest release candidate for the library is version 2.37.0-rc, and the page lists available versions going back to 2.11.0."],["The library is generally available (GA), but it is noted that Google Cloud C++ client libraries do not adhere to Semantic Versioning."],["The documentation includes a quickstart guide and examples of the main classes, `automl_v1::AutoMlClient` and `automl_v1::PredictionServiceClient`."],["The documentation provides guidance on error handling, overriding default settings, and utilizing environment variables to configure library behavior."]]],[]]
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