Unless otherwise configured, the client libraries use Application Default Credentials to authenticate with Google Cloud Services. While this works for most applications, in some cases you may need to override this default. You can do so by providing the UnifiedCredentialsOption The following example shows how to explicitly load a service account key file:
[](std::string const& keyfile) {
auto is = std::ifstream(keyfile);
is.exceptions(std::ios::badbit); // Minimal error handling in examples
auto contents = std::string(std::istreambuf_iterator<char>(is.rdbuf()), {});
auto options =
google::cloud::Options{}.set<google::cloud::UnifiedCredentialsOption>(
google::cloud::MakeServiceAccountCredentials(contents));
return google::cloud::automl_v1::AutoMlClient(
google::cloud::automl_v1::MakeAutoMlConnection(options));
}
Follow these links to find examples for other *Client classes:
[[["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 2025-03-21 UTC."],[[["The latest release candidate version is 2.37.0-rc, and it is located at /cpp/docs/reference/automl/latest/automl-override-authentication."],["The document lists multiple versions of the AutoML client library, ranging from version 2.11.0 to 2.36.0, along with the current release candidate, all with information regarding overriding authentication."],["Authentication with Google Cloud Services is done using Application Default Credentials, but this can be overridden using the UnifiedCredentialsOption, allowing you to load a service account key file."],["Examples for other client classes, such as `automl_v1::AutoMlClient` and `automl_v1::PredictionServiceClient`, are available via provided links for version 2.20.0."],["The document recommends the guide \"Best practices for managing service account keys\" and provides a link to \"Authentication Components\" for further information."]]],[]]