potiuk opened a new pull request, #74830:
URL: https://github.com/apache/airflow/pull/74830

   Deadline Alert callback `kwargs` were decoded in the scheduler and the API 
server whenever a
   serialized Dag's deadline alerts were loaded. Neither component calls the 
callback: the decoded
   callback is only used to pick the callback model by type and to copy 
`serialize()` back into
   `Callback.data`, which is an identity round-trip. Decoding there means 
constructing user objects
   in components that never use them, and it is also lossy for sync callbacks, 
whose kwargs went
   through `BaseSerialization` and a JSON workload before reaching the worker.
   
   This keeps the kwargs in their serde-encoded form on the server and decodes 
them at the point
   of use, on both consumption paths:
   
   - **Server:** `_decode_deadline_callback` keeps `kwargs` encoded (only a 
legacy
     `{"__type": "dict", "__var": ...}` container is unwrapped). Re-encoding a 
decoded
     `SerializedDeadlineAlert` writes them back unchanged instead of 
serializing them again.
   - **AsyncCallback (triggerer):** `TriggererCallback.queue` stores the 
encoded kwargs on the
     trigger row as-is via a new `Trigger.from_serialized_kwargs`, giving the 
same stored form as
     before. The triggerer decodes them with its existing pipeline when it 
creates the
     `CallbackTrigger`, so the triggerer itself is unchanged.
   - **SyncCallback (worker):** `execute_callback` decodes the kwargs in the 
callback subprocess
     right before calling the user callable. The scheduler-provided `context` 
is passed through.
   - **SyncCallback version note:** the executor callback data now carries
     `"kwargs_encoding": "serde"`. `BaseExecutor.run_workload` passes it to 
`supervise_callback` only
     when set, and the Task SDK decodes the kwargs only when it is present, so 
callbacks created
     before upgrade (no marker, already-decoded kwargs) run unchanged. A worker 
with an upgraded
     `apache-airflow` and an older Task SDK fails such callbacks with an error 
instead of running
     them with encoded arguments. Workers should upgrade `apache-airflow` and
     `apache-airflow-task-sdk` together; see the significant newsfragment.
   
   Both the current serde encoding and the legacy `{"__type", "__var"}` 
encoding are handled, and
   Callback rows created before upgrade (holding already-decoded kwargs) keep 
working on both paths.
   
   Tests cover:
   - kwargs naming a class are not constructed during server-side decode, and 
round-trip
     byte-identically;
   - AsyncCallback kwargs arrive decoded in the `CallbackTrigger` built the way 
the triggerer
     builds it;
   - SyncCallback kwargs arrive decoded in the callable after a full
     store -> workload JSON -> `execute_callback` round-trip;
   - each of the above for current and legacy encodings;
   - with the encoding marker the worker decodes, without it the kwargs are 
passed as-is, and an
     unknown marker fails the callback;
   - the async path is unchanged.
   
   The test that asserted the previous decode-on-load behaviour is replaced.
   
   ---
   
   ##### Was generative AI tooling used to co-author this PR?
   
   - [X] Yes (please specify the tool below)
   
   Generated-by: Claude Opus 5 following [the 
guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#gen-ai-assisted-contributions)
   
   ---
   
   * Read the **[Pull Request 
Guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#pull-request-guidelines)**
 for more information. Note: commit author/co-author name and email in commits 
become permanently public when merged.
   * For fundamental code changes, an Airflow Improvement Proposal 
([AIP](https://cwiki.apache.org/confluence/display/AIRFLOW/Airflow+Improvement+Proposals))
 is needed.
   * When adding dependency, check compliance with the [ASF 3rd Party License 
Policy](https://www.apache.org/legal/resolved.html#category-x).
   * For significant user-facing changes create newsfragment: 
`{pr_number}.significant.rst`, in 
[airflow-core/newsfragments](https://github.com/apache/airflow/tree/main/airflow-core/newsfragments).
 You can add this file in a follow-up commit after the PR is created so you 
know the PR number.
   


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