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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 page details how to override retry policies for `automl_v1::AutoMlClient`, allowing for customization of error handling and backoff strategies."],["The latest release available is version 2.37.0-rc, with a range of previous versions listed, extending down to version 2.11.0."],["Custom idempotency policies, like the provided `CustomIdempotencyPolicy` example, can be implemented to manage retry behaviors."],["Retry policies can be set when creating a new `AutoMlClient` or overridden on a per-call basis via the `google::cloud::Options` parameter."],["The provided example demonstrates setting retry policies with `AutoMlLimitedErrorCountRetryPolicy` and `AutoMlLimitedTimeRetryPolicy`, as well as an `ExponentialBackoffPolicy`."]]],[]]
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