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."],[[["This page provides documentation for overriding default authentication credentials when using Google Cloud client libraries, with version 2.16.0 being the base version."],["The latest release candidate (rc) version is 2.37.0-rc, and the page also lists other prior released versions ranging from 2.11.0 to 2.36.0, allowing you to choose your needed version."],["You can override the default Application Default Credentials by using `UnifiedCredentialsOption` and explicitly loading a service account key file, demonstrated with a code snippet."],["Examples are provided for `automl_v1::AutoMlClient` and `automl_v1::PredictionServiceClient` classes to help guide users on service account integration."],["The documentation includes a reference to the \"Best practices for managing service account keys\" guide and to \"Authentication Components\" for more in depth information on managing credentials."]]],[]]