amoghrajesh opened a new pull request, #68133:
URL: https://github.com/apache/airflow/pull/68133

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   ### What's being solved?
   
   The task and asset store had a hardcoded 64 KB size limit that in core API 
datamodels that could not be adjusted without code changes. Users with 
legitimate large-payload use case had no way to raise it, and the limit wasn't 
enforced consistently too, the core API validated it but the execution API 
(worker path) did not.
   
   ### Current behaviour
   
   - Core API rejected values over 64 KB with a hardcoded limit.
   - Execution API (worker writes) had no size check at all.
   - No config key existed to adjust the limit.
   
   ### Proposed change
   
   Adds `[state_store] max_value_storage_bytes` (default `65535`) to control 
the limit:
   
   - **Core API** (task and asset store): rejects oversized values with HTTP 
400. Set to `0` to disable the limit entirely. DB column limits then apply (~1 
GB on PostgreSQL, 16 MB on MySQL).
   - **Task SDK** (`task_store.set()` and `asset_store.set()`): logs a warning 
in task logs when the serialized value exceeds the limit, but allows the write 
through to not interrupt the execution mid run. The warning suggests 
configuring a custom `[state_store] backend` for large payloads.
   
   
   ### Testing
   
   Running example:
   
   Task Store:
   ```python
       @task
       def my_task(**context: Context):
           task_state = context["task_store"]
           value = "x" * 700000
           task_state.set("str_value", value)
   ```
   
   <img width="2555" height="903" alt="image" 
src="https://github.com/user-attachments/assets/737f21ca-55fb-4501-8dcd-772142270130";
 />
   
   
   Asset store:
   ```python
   with DAG(
       dag_id="aip103_asset_producer",
       start_date=pendulum.datetime(2026, 1, 1, tz="UTC"),
       schedule=None,
       catchup=False,
       tags=["aip-103", "asset-state-test"],
   ):
   
       @task(outlets=[aip103_test_asset])
       def produce(**context):
           print(f"Producer running for {aip103_test_asset.uri!r}")
           w = "w" * 700000
           context["asset_store"].set("my_asset_value_watermark", w)
   
       produce()
   ```
   
   
   <img width="2555" height="903" alt="image" 
src="https://github.com/user-attachments/assets/a0c25408-b9f9-482f-926b-e6ba2503e0ad";
 />
   
   
   
   
   
   
   ---
   
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become permanently public when merged.
   * For fundamental code changes, an Airflow Improvement Proposal 
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 is needed.
   * When adding dependency, check compliance with the [ASF 3rd Party License 
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   * 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).
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