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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."],[[["This document provides guidance on overriding retry policies for `automl_v1::AutoMlClient` in different versions, ranging from 2.11.0 to the latest release candidate 2.37.0-rc."],["You can customize retry policies by setting options for idempotency, retry, and backoff, as demonstrated through the use of `google::cloud::Options`."],["Clients can share the same retry policies or have their own overrides, allowing for flexible control over error handling, such as setting error counts or time limits, on a client-wide or per-call basis."],["The document also includes an example of creating a `CustomIdempotencyPolicy` to further define how retry logic is handled, going beyond what is included by default."]]],[]]
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