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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 "google/cloud/location.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;
}
auto const location = google::cloud::Location(argv[1], argv[2]);
namespace automl = ::google::cloud::automl_v1;
auto client = automl::AutoMlClient(automl::MakeAutoMlConnection());
for (auto m : client.ListModels(location.FullName())) {
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;
}
This library offers multiple *Client classes, which are listed below. Each one of these classes exposes all the RPCs for a service as member functions of the class. This library groups multiple 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 page details the C++ client library for the Cloud AutoML API, which enables users to train custom machine learning models with minimal effort."],["The library is generally available (GA), but it does not adhere to Semantic Versioning."],["The latest release candidate version is 2.37.0-rc, with multiple previous versions also available, ranging from 2.36.0 down to 2.11.0."],["The library offers `AutoMlClient` and `PredictionServiceClient` classes, which provide access to the API's RPCs."],["Users can find more information about error handling, overriding the default endpoint and authentication credentials, and configuring retry policies, along with using environment variables to configure the library."]]],[]]
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