davidradl commented on code in PR #26774:
URL: https://github.com/apache/flink/pull/26774#discussion_r2197155712


##########
docs/content/docs/dev/datastream/operators/asyncio.md:
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@@ -152,8 +152,9 @@ All subsequent `complete` calls will be ignored.
 
 The following three parameters control the asynchronous operations:
 
-  - **Timeout**: The timeout defines how long an asynchronous operation take 
before it is finally considered failed,
-    may include multiple retry requests if retry enabled. This parameter 
guards against dead/failed requests.
+  - **Timeout**: The timeout defines the maximum duration from the first 
invocation to the final completion of an asynchronous operation,
+    This duration may include multiple retry attempts (if retries are enabled) 
and determines when the operation is ultimately considered failed.

Review Comment:
   should we change:
   is ultimately considered failed. -> is ultimately considered complete.
   
   as the ### Timeout Handling section says we can call ResultFuture.complete() 
- implying a non failure completion after timeout. 



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