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 details how to override default authentication credentials when using Google Cloud client libraries, particularly focusing on `AutoMlClient` and `PredictionServiceClient`."],["The latest available version is `2.37.0-rc`, with multiple previous versions listed, ranging from `2.36.0` down to `2.11.0`."],["Authentication can be overridden using the `UnifiedCredentialsOption`, as demonstrated with an example of loading a service account key file."],["The guide recommends using the [Application Default Credentials](https://cloud.google.com/docs/authentication#adc) method, but also provides options on how to override this default if needed."],["Additional resources, including \"Best practices for managing service account keys\" and \"Authentication Components,\" are linked for more comprehensive information."]]],[]]