wolfdn opened a new pull request, #59080:
URL: https://github.com/apache/airflow/pull/59080

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   ## Description
   
   This PR optimizes how the `KubernetesPodOperator` interacts with the 
Kubernetes API when retrieving events.
   
   Previously, the operator did **not** pass the `resourceVersion` parameter 
when listing events for a pod. This forced Kubernetes to perform a quorum read 
for every request—an expensive operation. Combined with frequent polling for 
new events, this created significant load on the Kubernetes API and etcd, 
especially when many pods were started in parallel.
   
   Best practice is for clients to store the `resourceVersion` from each 
response and provide it in subsequent requests. This allows Kubernetes to serve 
the event list far more efficiently. As stated in the Kubernetes documentation:
   
   > Unless you have strong consistency requirements, using 
resourceVersionMatch=NotOlderThan and a known resourceVersion is preferable 
since it can achieve better performance and scalability of your cluster than 
leaving resourceVersion and resourceVersionMatch unset, which requires quorum 
read to be served.
   
   Reference: 
[https://kubernetes.io/docs/reference/using-api/api-concepts/#semantics-for-get-and-list](https://kubernetes.io/docs/reference/using-api/api-concepts/#semantics-for-get-and-list)
   
   With this change, the operator performs one initial event listing without a 
`resourceVersion`, and all subsequent requests include the last known 
`resourceVersion`.
   
   Additionally, this PR introduces usage of the Kubernetes **watch** API in 
deferred (asynchronous) mode. Instead of polling every few seconds, the 
operator can now watch for new events. This provides two major benefits:
   
   * New events become visible almost immediately.
   * The number of requests sent to the Kubernetes API is reduced because the 
watch connection remains active for a longer period.
   
   We implemented this change after observing a high number of HTTP `429` 
(rate-limited) responses from our cluster’s API server. One contributing factor 
was the large volume of `GET` requests for event listings, which placed heavy 
load on etcd. After deploying a patched version of the operator with these 
improvements, the number of `429` responses dropped from several thousand per 
minute to nearly zero.
   
   <img width="1015" height="313" alt="image" 
src="https://github.com/user-attachments/assets/bff05d82-fa27-4645-9c79-a9d1d75592f2";
 />
   
   ## Changes
   
   - Remember `resourceVersion` when retrieving events from K8s API
   - Use Kubernetes `watch` API to watch events when running in deferred 
(asynchronous) mode
       - There is also a fallback to poll events in deferred mode in case that 
the Airflow triggerer does not have the permission to watch events (to stay 
compatible with older versions of Helm chart)
   - Improve mechanism to avoid printing duplicate events (now remembers seen 
event UIDs instead of counting events)
   - Add `watch` verb for `events` in pod launcher role in Helm chart (required 
so that Airflow triggerer has permission to watch events)
   
   <!-- Please keep an empty line above the dashes. -->
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   In case of backwards incompatible changes please leave a note in a 
newsfragment file, named `{pr_number}.significant.rst` or 
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