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Showing content from https://cloud.google.com/cpp/docs/reference/automl/2.24.0/automl_v1_1_1AutoMlClient-retry-snippet below:

C++ Client Libraries | Google Cloud

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Override automl_v1::AutoMlClient Retry Policies

This shows how to override the retry policies for automl_v1::AutoMlClient:

  auto options =
      google::cloud::Options{}
          .set<google::cloud::automl_v1::
                   AutoMlConnectionIdempotencyPolicyOption>(
              CustomIdempotencyPolicy().clone())
          .set<google::cloud::automl_v1::AutoMlRetryPolicyOption>(
              google::cloud::automl_v1::AutoMlLimitedErrorCountRetryPolicy(3)
                  .clone())
          .set<google::cloud::automl_v1::AutoMlBackoffPolicyOption>(
              google::cloud::ExponentialBackoffPolicy(
                  /*initial_delay=*/std::chrono::milliseconds(200),
                  /*maximum_delay=*/std::chrono::seconds(45),
                  /*scaling=*/2.0)
                  .clone());
  auto connection = google::cloud::automl_v1::MakeAutoMlConnection(options);

  // c1 and c2 share the same retry policies
  auto c1 = google::cloud::automl_v1::AutoMlClient(connection);
  auto c2 = google::cloud::automl_v1::AutoMlClient(connection);

  // You can override any of the policies in a new client. This new client
  // will share the policies from c1 (or c2) *except* for the retry policy.
  auto c3 = google::cloud::automl_v1::AutoMlClient(
      connection,
      google::cloud::Options{}
          .set<google::cloud::automl_v1::AutoMlRetryPolicyOption>(
              google::cloud::automl_v1::AutoMlLimitedTimeRetryPolicy(
                  std::chrono::minutes(5))
                  .clone()));

  // You can also override the policies in a single call:
  // c3.SomeRpc(..., google::cloud::Options{}
  //     .set<google::cloud::automl_v1::AutoMlRetryPolicyOption>(
  //       google::cloud::automl_v1::AutoMlLimitedErrorCountRetryPolicy(10).clone()));

Assuming you have created a custom idempotency policy. Such as:

class CustomIdempotencyPolicy
    : public google::cloud::automl_v1::AutoMlConnectionIdempotencyPolicy {
 public:
  ~CustomIdempotencyPolicy() override = default;
  std::unique_ptr<google::cloud::automl_v1::AutoMlConnectionIdempotencyPolicy>
  clone() const override {
    return std::make_unique<CustomIdempotencyPolicy>(*this);
  }
  // Override inherited functions to define as needed.
};

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2025-08-14 UTC.

[[["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 2025-08-14 UTC."],[[["The content provides documentation for overriding retry policies for `automl_v1::AutoMlClient`, including how to set custom retry and backoff policies."],["Version 2.37.0-rc is the latest release candidate, while version 2.24.0 is the current version specified at the top, with a list of versions ranging from 2.11.0 to 2.36.0 also accessible."],["You can create a shared connection with specific retry policies that can be reused across multiple clients, as shown with the example of `c1` and `c2` sharing policies."],["Individual clients or even specific RPC calls can have their retry policies further customized and overriden, as shown with the `c3` client example."],["A custom idempotency policy can be created by extending the `AutoMlConnectionIdempotencyPolicy` class and overriding the required functions."]]],[]]


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