Unless otherwise configured, the client libraries useApplication Default Credentialsto 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 theUnifiedCredentialsOptionThe 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"]],[["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 2025-09-04 UTC."],[[["\u003cp\u003eThis page provides documentation for various versions of the C++ Recommender client library, ranging from version 2.11.0 to the latest release candidate 2.37.0-rc.\u003c/p\u003e\n"],["\u003cp\u003eThe client libraries use Application Default Credentials for authentication with Google Cloud Services unless an override is configured.\u003c/p\u003e\n"],["\u003cp\u003eUsers can override the default authentication by providing the UnifiedCredentialsOption, as demonstrated in the example which loads a service account key file.\u003c/p\u003e\n"],["\u003cp\u003eThe page provides a link to the Authentication Components which provides further information on how to create Credentials objects.\u003c/p\u003e\n"],["\u003cp\u003eIt's highly recommended to see the best practices for service account key management, through the provided link, for better security.\u003c/p\u003e\n"]]],[],null,["Version 2.24.0keyboard_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."]]