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Deadline callback migration 0094 shallow-encodes nested callback kwargs → scheduler CrashLoopBackOff (KeyError('__var'))
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上游 issue 正文
### Apache Airflow version
3.2.0+ (root cause is migration `0094`, `airflow_version = "3.2.0"`; buggy code is still present on `main`)
### What happened
On a deployment using **Deadline Alerts** with an `AsyncCallback` whose `kwargs` contain a **nested dict**, the **scheduler enters CrashLoopBackOff**. Every scheduler loop crashes while deserializing an associated `callback` row in the deadline-processing query:
```
File ".../airflow/jobs/scheduler_job_runner.py", line 1808, in _run_scheduler_loop
for deadline in session.scalars( ... selectinload(Deadline.callback) ... )
File ".../airflow/utils/sqlalchemy.py", line 221, in process_result_value
return BaseSerialization.deserialize(value)
File ".../airflow/serialization/serialized_objects.py", line 632, in deserialize
return {k: cls.deserialize(v) for k, v in var.items()}
File ".../airflow/serialization/serialized_objects.py", line 629, in deserialize
var = encoded_var[Encoding.VAR]
KeyError: <Encoding.VAR: '__var'>
```
The crash happens before the scheduler heartbeats, so it presents as failing liveness probes / restarts with no OOM and no other logged exception — easy to misdiagnose as a probe or DB problem.
### Root cause
Migration **`0094_3_2_0_replace_deadline_inline_callback_with_fkey.py`** (revision `e812941398f4`) moves the old inline deadline callback into the `callback` table. `callback.data` is an `ExtendedJSON` column, whose read path runs `BaseSerialization.deserialize` (`utils/sqlalchemy.py`), which requires **every nested dict to be wrapped** as `{"__type": "dict", "__var": {...}}`.
But the migration hand-builds `callback.data` and only wraps the **top level**, embedding the old callback's `kwargs` **raw**:
```sql
-- _upgrade_postgresql(): raw nested kwargs pulled from the old inline (SDK-serde) callback
COALESCE(NULLIF(d.callback::jsonb->'__data__'->'kwargs', 'null'::jsonb), '{}'::jsonb) AS cb_kwargs
...
INSERT INTO callback (... data ...)
SELECT ...
json_build_object(
'__var', …
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