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lines changed Original file line number Diff line number Diff line change @@ -160,10 +160,11 @@ def retry_with_backoff(
160160 Note:
161161 This utility is designed for one-time setup operations and complements
162162 Apache Beam's RequestResponseIO pattern. Use retry_with_backoff() for:
163- - Establishing client connections in __enter__() methods (e.g., creating
163+
164+ * Establishing client connections in __enter__() methods (e.g., creating
164165 MilvusClient instances, database connections) before processing elements
165- - One-time setup/teardown operations in DoFn lifecycle methods
166- - Operations outside of per-element processing where retry is needed
166+ * One-time setup/teardown operations in DoFn lifecycle methods
167+ * Operations outside of per-element processing where retry is needed
167168
168169 For per-element operations (e.g., API calls within Caller.__call__),
169170 use RequestResponseIO which already provides automatic retry with
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