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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`, showcasing customization options for managing connection behavior."],["Version 2.37.0-rc is the latest available, with a comprehensive list of previous versions ranging from 2.36.0 down to 2.11.0 provided for reference."],["You can customize retry policies using `AutoMlConnectionIdempotencyPolicyOption`, `AutoMlRetryPolicyOption`, and `AutoMlBackoffPolicyOption`, offering control over retry counts, backoff times, and idempotency."],["New `AutoMlClient` instances can share retry policies, but also allow overriding specific policies like `AutoMlRetryPolicyOption` for individual clients or even single RPC calls."],["A custom idempotency policy example, `CustomIdempotencyPolicy`, is provided to illustrate how to define and use your own idempotency rules."]]],[]]
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