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Add compatibility note for Listeners #39544

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64 changes: 64 additions & 0 deletions docs/apache-airflow/administration-and-deployment/listeners.rst
Original file line number Diff line number Diff line change
Expand Up @@ -110,3 +110,67 @@ Airflow defines the specification as `hookspec <https://github.com/apache/airflo
To include the listener in your Airflow installation, include it as a part of an :doc:`Airflow Plugin </authoring-and-scheduling/plugins>`.

Listener API is meant to be called across all DAGs and all operators. You can't listen to events generated by specific DAGs. For that behavior, try methods like ``on_success_callback`` and ``pre_execute``. These provide callbacks for particular DAG authors or operator creators. The logs and ``print()`` calls will be handled as part of the listeners.


Compatibility note
------------------

The listeners interface might change over time. We are using ``pluggy`` specifications which
means that implementation of the listeners written for older versions of the interface should be
forward-compatible with future versions of Airflow.

However, the opposite is not guaranteed, so if your listener is implemented against a newer version of the
interface, it might not work with older versions of Airflow. It is not a problem if you target single version
of Airflow, because you can adjust your implementation to the version of Airflow you use, but it is important
if you are writing plugins or extensions that could be used with different versions of Airflow.

For example if a new field is added to the interface (like the ``error`` field in the
``on_task_instance_failed`` method in 2.10.0), the listener implementation will not handle the case when
the field is not present in the event object and such listeners will only work for Airflow 2.10.0 and later.

In order to implement a listener that is compatible with multiple versions of Airflow including using features
and fields added in newer versions of Airflow, you should check version of Airflow used and use newer version
of the interface implementation, but for older versions of Airflow you should use older version of the
interface.

For example if you want to implement a listener that uses the ``error`` field in the
``on_task_instance_failed``, you should use code like this:

.. code-block:: python
from importlib.metadata import version
from packaging.version import Version
from airflow.listeners import hookimpl
airflow_version = Version(version("apache-airflow"))
if airflow_version >= Version("2.10.0"):
class ClassBasedListener:
...
@hookimpl
def on_task_instance_failed(
self, previous_state, task_instance, error: None | str | BaseException, session
):
# Handle error case here
pass
else:
class ClassBasedListener: # type: ignore[no-redef]
...
@hookimpl
def on_task_instance_failed(self, previous_state, task_instance, session):
# Handle no error case here
pass
List of changes in the listener interfaces since 2.8.0 when they were introduced:


+-----------------+-----------------------------+---------------------------------------+
| Airflow Version | Affected method | Change |
+=================+=============================+=======================================+
| 2.10.0 | ``on_task_instance_failed`` | An error field added to the interface |
+-----------------+-----------------------------+---------------------------------------+