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::recommender_v1::RecommenderClient(
google::cloud::recommender_v1::MakeRecommenderConnection(options));
}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-14 UTC."],[[["\u003cp\u003eThe webpage provides documentation for various versions of the recommender, ranging from version 2.11.0 up to the latest release candidate, 2.37.0-rc.\u003c/p\u003e\n"],["\u003cp\u003eThe default authentication method for client libraries is Application Default Credentials, but it can be overridden using UnifiedCredentialsOption.\u003c/p\u003e\n"],["\u003cp\u003eAn example is provided on how to load a service account key file explicitly for authentication purposes.\u003c/p\u003e\n"],["\u003cp\u003eThe page advises that you should check out best practices for managing service account keys, in addition to the example shown.\u003c/p\u003e\n"],["\u003cp\u003eThe Authentication Components section offers more information on creating \u003ccode\u003egoogle::cloud::Credentials\u003c/code\u003e objects.\u003c/p\u003e\n"]]],[],null,["Version 2.17.0keyboard_arrow_down\n\n- [2.42.0-rc (latest)](/cpp/docs/reference/recommender/latest/recommender-override-authentication)\n- [2.41.0](/cpp/docs/reference/recommender/2.41.0/recommender-override-authentication)\n- [2.40.0](/cpp/docs/reference/recommender/2.40.0/recommender-override-authentication)\n- [2.39.0](/cpp/docs/reference/recommender/2.39.0/recommender-override-authentication)\n- [2.38.0](/cpp/docs/reference/recommender/2.38.0/recommender-override-authentication)\n- [2.37.0](/cpp/docs/reference/recommender/2.37.0/recommender-override-authentication)\n- [2.36.0](/cpp/docs/reference/recommender/2.36.0/recommender-override-authentication)\n- [2.35.0](/cpp/docs/reference/recommender/2.35.0/recommender-override-authentication)\n- [2.34.0](/cpp/docs/reference/recommender/2.34.0/recommender-override-authentication)\n- [2.33.0](/cpp/docs/reference/recommender/2.33.0/recommender-override-authentication)\n- [2.32.0](/cpp/docs/reference/recommender/2.32.0/recommender-override-authentication)\n- [2.31.0](/cpp/docs/reference/recommender/2.31.0/recommender-override-authentication)\n- [2.30.0](/cpp/docs/reference/recommender/2.30.0/recommender-override-authentication)\n- [2.29.0](/cpp/docs/reference/recommender/2.29.0/recommender-override-authentication)\n- [2.28.0](/cpp/docs/reference/recommender/2.28.0/recommender-override-authentication)\n- [2.27.0](/cpp/docs/reference/recommender/2.27.0/recommender-override-authentication)\n- [2.26.0](/cpp/docs/reference/recommender/2.26.0/recommender-override-authentication)\n- [2.25.1](/cpp/docs/reference/recommender/2.25.1/recommender-override-authentication)\n- [2.24.0](/cpp/docs/reference/recommender/2.24.0/recommender-override-authentication)\n- [2.23.0](/cpp/docs/reference/recommender/2.23.0/recommender-override-authentication)\n- [2.22.1](/cpp/docs/reference/recommender/2.22.1/recommender-override-authentication)\n- [2.21.0](/cpp/docs/reference/recommender/2.21.0/recommender-override-authentication)\n- [2.20.0](/cpp/docs/reference/recommender/2.20.0/recommender-override-authentication)\n- [2.19.0](/cpp/docs/reference/recommender/2.19.0/recommender-override-authentication)\n- [2.18.0](/cpp/docs/reference/recommender/2.18.0/recommender-override-authentication)\n- [2.17.0](/cpp/docs/reference/recommender/2.17.0/recommender-override-authentication)\n- [2.16.0](/cpp/docs/reference/recommender/2.16.0/recommender-override-authentication)\n- [2.15.1](/cpp/docs/reference/recommender/2.15.1/recommender-override-authentication)\n- [2.14.0](/cpp/docs/reference/recommender/2.14.0/recommender-override-authentication)\n- [2.13.0](/cpp/docs/reference/recommender/2.13.0/recommender-override-authentication)\n- [2.12.0](/cpp/docs/reference/recommender/2.12.0/recommender-override-authentication)\n- [2.11.0](/cpp/docs/reference/recommender/2.11.0/recommender-override-authentication) \n\nHow to Override the Authentication Credentials\n==============================================\n\nUnless otherwise configured, the client libraries use [Application Default Credentials](https://cloud.google.com/docs/authentication#adc) 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](https://cloud.google.com/cpp/docs/reference/common/latest/structgoogle_1_1cloud_1_1UnifiedCredentialsOption.html) The following example shows how to explicitly load a service account key file: \n\n [](std::string const& keyfile) {\n auto is = std::ifstream(keyfile);\n is.exceptions(std::ios::badbit); // Minimal error handling in examples\n auto contents = std::string(std::istreambuf_iterator\u003cchar\u003e(is.rdbuf()), {});\n auto options =\n google::cloud::Options{}.set\u003cgoogle::cloud::UnifiedCredentialsOption\u003e(\n google::cloud::MakeServiceAccountCredentials(contents));\n return google::cloud::recommender_v1::RecommenderClient(\n google::cloud::recommender_v1::MakeRecommenderConnection(options));\n }\n\nKeep in mind that we chose this as an example because it is relatively easy to understand. Consult the [Best practices for managing service account keys](https://cloud.google.com/iam/docs/best-practices-for-managing-service-account-keys) guide for more details.\n\n###### See Also\n\n[Authentication Components](https://cloud.google.com/cpp/docs/reference/common/latest/group__guac.html) - for more information on the factory functions to create [`google::cloud::Credentials`](https://cloud.google.com/cpp/docs/reference/common/latest/classgoogle_1_1cloud_1_1Credentials.html) objects."]]