amoghrajesh opened a new pull request, #60323:
URL: https://github.com/apache/airflow/pull/60323

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   Precursor to: https://github.com/apache/airflow/pull/60218/
   Related / addendum to: https://github.com/apache/airflow/pull/54505
   
   `AirflowOptionalProviderFeatureException` is an exception that is needed for 
the provider discovery and task execution flow, and belongs in SDK for proper 
architectural separation between core and task sdk.
   
   ### Usages of this exception
   
   1. Airflow Startup: during provider discovery
      - Raised by providers when optional dependencies are missing during import
      - Caught by `_correctness_check()` in `providers_manager`
      - Allows provider to startup with features excluded
   
   2. Runtime: during task execution
      - Raised when task code calls methods requiring optional dependencies
      - Caught by generic `AirflowException` handler in `task_runner.py`
      - Task fails with clear error message
    
   
   ### Why task sdk?
   
   With client-server separation, providers will depend only on `task-sdk` and 
not `airflow-core`, so the idea is that when providers raise this exception, 
the task SDK catches it during runtime (via `AirflowException` inheritance 
which is in task sdk) and discovery piece is handled in 
https://github.com/apache/airflow/pull/60218/
   
   
   ### Backward Compatibility
   
   Similar to https://github.com/apache/airflow/pull/54505, backcompat is built 
into core for discovery piece but for providers piece I will follow up with a 
PR that adds it to 
https://github.com/astronomer/airflow/blob/main/providers/common/compat/src/airflow/providers/common/compat/sdk.py#L239
 and providers consume from there: `from airflow.providers.common.compat.sdk 
import AirflowOptionalProviderFeatureException`
   
   This enables providers to work seamlessly across Airflow 2.x and 3.x.
   
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