br: add retryer option for new storage

[asddongmen]

What problem does this PR solve?

Issue Number: close #37710

Problem Summary:

What is changed and how it works?

Check List

Tests

Side effects

Documentation

Release note

Please refer to Release Notes Language Style Guide to write a quality release note.

None

[ti-chi-bot]

[REVIEW NOTIFICATION]

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• 3pointer
• YuJuncen

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[sre-bot]

All committers have signed the CLA.

[hawkingrei]

/run-all-tests

[hawkingrei]

/merge

[ti-chi-bot]

This pull request has been accepted and is ready to merge.

Commit hash: d85c11e

[ti-chi-bot]

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/run-all-tests

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