onlyarnav opened a new pull request, #68543:
URL: https://github.com/apache/airflow/pull/68543

   Decouples the three resumable deployment backends (Spark standalone 
driver-status tracking, YARN cluster mode, and Kubernetes driver-pod tracking) 
in `SparkSubmitOperator`.
   
   ### Problem
   Previously, each method in the `ResumableJobMixin` implementation of 
`SparkSubmitOperator` (`submit_job`, `get_job_status`, `is_job_active`, 
`is_job_succeeded`, `poll_until_complete`, `on_kill`) branched inline on the 
active deployment backend. This spread backend-specific logic across multiple 
methods, making the codebase hard to follow and difficult to extend.
   
   ### Solution
   1. Introduced a Strategy pattern:
      - `SparkSubmitResumableBackend` acts as the abstract base class/interface.
      - `YarnSparkSubmitBackend`, `KubernetesSparkSubmitBackend`, and 
`StandaloneSparkSubmitBackend` encapsulate backend-specific logic.
   2. Added a cached `_resumable_backend` property in `SparkSubmitOperator` to 
resolve the backend selection exactly once (lazily on first access).
   3. Delegated all the mixin methods in `SparkSubmitOperator` directly to the 
active strategy backend, keeping the operator clean.
   
   closes: #68505 
   
   ---
   
   ##### Was generative AI tooling used to co-author this PR?
   
   - [X] Yes — Claude Code (Opus 4.8)


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