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Scheduler double counts Failed status of dag_run in case when dagrun_timeout was specified.
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### Apache Airflow version
Other Airflow 2 version (please specify below)
### If "Other Airflow 2 version" selected, which one?
2.9.3, 2.10.5
### What happened?
I am using Airflow 2.9.3 with a listener plugin to track dag_run status, similar to the example in the official documentation: https://airflow.apache.org/docs/apache-airflow/2.9.3/howto/listener-plugin.html.
I noticed that when a dag_run times out, the Failed status is triggered twice instead of once. The run_id gets a Failed status the first time when the dagrun_timeout is hit and then a second time a little while later.
A similar issue appears to occur in version 2.10.5.
Here you can see run_id repeats and have different duration:
<img width="841" height="143" alt="Image" src="https://github.com/user-attachments/assets/08993e8b-40c4-4af6-8130-73608cee8867" />
### What you think should happen instead?
Status Failed of DagRun should be emitted only once when dagrun timed-out.
### How to reproduce
Here is DAG that I use to reproduce issue:
```python
from datetime import timedelta
from airflow import DAG
from airflow.operators.bash_operator import BashOperator
from airflow.utils.dates import days_ago
default_args = {
'owner': 'airflow',
'depends_on_past': False,
'start_date': days_ago(1),
'schedule_interval': '@daily',
'email': ['airflow@example.com'],
'email_on_failure': False,
'email_on_retry': False,
'retries': 0,
'retry_delay': timedelta(minutes=5),
}
dag = DAG(
'mydag-fail-1',
default_args=default_args,
description='A simple tutorial DAG',
schedule_interval=timedelta(minutes=5),
dagrun_timeout=timedelta(seconds=20),
max_active_runs=1
)
t1 = BashOperator(
task_id='echo_sth',
bash_command='echo sth',
dag=dag,
)
t2 = BashOperator(
task_id='sleeping_task',
depends_on_past=False,
bash_command='sleep 30',
dag=dag,
)
t1 >> t2
```
Code of my plugin:
plugun.py
```python
from airflow.plugins_manager import AirflowPlugin
from da…
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