amoghrajesh opened a new pull request, #71870:
URL: https://github.com/apache/airflow/pull/71870

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   Adds `example_task_state_store_async.py`, showing an `async def` task that 
fetches pages concurrently and checkpoints its progress with `aget`/`aset` so a 
retry resumes instead of starting over.
   
   `aget`/`aset` landed in 3.3 but have no example coverage in the repo, and 
this is the first `async def` task in `example_dags/`. Two deliberate choices 
worth calling out for review:
   
   **The checkpoint is a completed-set, not a high-water cursor.** Both async 
examples in
   `task-state-store.rst` track a `last_page` cursor, which assumes ordered 
sequential
   completion. Under `asyncio.gather`, items finish out of order, so a cursor 
either skips
   unfinished work or repeats finished work. A set is correct at any 
concurrency.
   
   **Only the parent coroutine writes the checkpoint.** If each worker 
coroutine did its own
   `await aset`, the writes would interleave at their await points, each 
overwriting a stale
   copy of the set, and completed items would silently vanish. So the task 
gathers a bounded
   batch and the parent checkpoints once per batch. That is the one thing in 
the file that
   gets a comment, because the bug it avoids leaves no trace.
   
   Progress and the running row total live under a single key so one write 
keeps them
   consistent, which also means a resumed attempt does not lose the previous 
attempt's total.
   
   The staged failure fires only on the first try, so with `retries=2` the Dag 
run demonstrates the resume and still ends successfully on a single trigger.
   
   closes: #66842 properly.
   
   
   ### Testing
   
   Try 1
   <img width="1674" height="946" alt="image" 
src="https://github.com/user-attachments/assets/c1336bd5-d402-4745-8ef6-5d6cea740016";
 />
   
   
   Try 2
   <img width="1674" height="946" alt="image" 
src="https://github.com/user-attachments/assets/ad32d836-9901-44b5-8185-c79d062ca8c5";
 />
   
   
   State store
   
   <img width="1674" height="946" alt="image" 
src="https://github.com/user-attachments/assets/ad5a7f0a-ba83-4857-81b8-e988f0ce061a";
 />
   
   
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