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Posted to commits@airflow.apache.org by "shahar1 (via GitHub)" <gi...@apache.org> on 2024/11/21 12:11:20 UTC

[I] Stats of a dynamically expended task disappear after an automatic retry of a failed task [airflow]

shahar1 opened a new issue, #44245:
URL: https://github.com/apache/airflow/issues/44245

   ### Apache Airflow version
   
   2.10.3
   
   ### If "Other Airflow 2 version" selected, which one?
   
   _No response_
   
   ### What happened?
   
   At least in the classic UI, when a task gets expanded [dynamically](https://airflow.apache.org/docs/apache-airflow/stable/authoring-and-scheduling/dynamic-task-mapping.html), any retried failed task makes its other stats disappear.
   
   ### What you think should happen instead?
   
   _No response_
   
   ### How to reproduce
   
   ```python
   import random
   from datetime import datetime
   from airflow import DAG
   from airflow.operators.python import PythonOperator
   
   def random_fail_task(task_id):
       if random.random() < 0.1:  # 10% chance of failure
           raise Exception(f"Task {task_id} failed")
       print(f"Task {task_id} succeeded")
   
   
   def all_success(task_id):
       print(f"Task {task_id} succeeded")
   
   with DAG(
       dag_id='dynamic_task_expansion',
       start_date=datetime(2023, 1, 1),
       schedule_interval=None,
       catchup=False,
   ) as dag:
   
       tasks = PythonOperator.partial(
           task_id='task',
           ## Uncoment below for the second coherence check
           # retries=0,
           python_callable=random_fail_task, # <- Change to all_success for first coherence checks
       ).expand(op_args=[[i] for i in range(100)])
   ```
   
   
   **Coherence checks**
   
   1. When replacing `random_fail_task` with `random_all_success_task `, we get the exact number of tasks, all succesful (100):
   ![image](https://github.com/user-attachments/assets/304f9019-1339-452d-8b16-f750cccb92e2)
   
   2. When we apply `retries=0` with `random_fail_task` the total number of tasks (succesful+failed) is once again 100:
   ![image](https://github.com/user-attachments/assets/2d7f47e5-7431-45bb-9b28-f0f914bd366c)
   
   
   ** Reproduction**
   1. When running the task - about 10% of the mapped tasks fail and are up for retry:
   ![image](https://github.com/user-attachments/assets/ac5439be-7190-47b3-b408-0d95ef811c8c)
   
   2. When the failed tasks are triggered for re-run, the other tasks previously marked as successful/failed disappear:
   ![image](https://github.com/user-attachments/assets/4f8a9d57-3bd1-4e4d-802c-6349b81d89aa)
   
   3. And finally we're left with only 1 task:
   ![image](https://github.com/user-attachments/assets/bb8d3ca0-a897-4edb-93cd-362b733b822e)
   ---
   
   ### Operating System
   
   Linux
   
   ### Versions of Apache Airflow Providers
   
   _No response_
   
   ### Deployment
   
   Google Cloud Composer
   
   ### Deployment details
   
   _No response_
   
   ### Anything else?
   
   _No response_
   
   ### Are you willing to submit PR?
   
   - [X] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [X] I agree to follow this project's [Code of Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md)
   


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Re: [I] Stats of a dynamically expended task disappear after an automatic retry of a failed task [airflow]

Posted by "shahar1 (via GitHub)" <gi...@apache.org>.
shahar1 commented on issue #44245:
URL: https://github.com/apache/airflow/issues/44245#issuecomment-2494458751

   > First idea: look at the network inspector and see if the issue is in the API response or just in the presentation of the data
   
   Thanks for the tip! It seems like the issue is in the API response.


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Re: [I] Stats of a dynamic mapped tasks disappear after an automatic retry of a failed task [airflow]

Posted by "potiuk (via GitHub)" <gi...@apache.org>.
potiuk closed issue #44245: Stats of a dynamic mapped tasks disappear after an automatic retry of a failed task
URL: https://github.com/apache/airflow/issues/44245


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Re: [I] Stats of a dynamically expended task disappear after an automatic retry of a failed task [airflow]

Posted by "ashb (via GitHub)" <gi...@apache.org>.
ashb commented on issue #44245:
URL: https://github.com/apache/airflow/issues/44245#issuecomment-2491575328

   First idea: look at the network inspector and see if the issue is in the API response or just in the presentation of the data


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