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Apache airflow job failed

There was a problem that the LLM was not able to address. Please rephrase your prompt and try again.
The Apache Airflow job failed. This problem occurs when the job scheduled in Apache Airflow fails to complete successfully.
  1. 1

    Check the job logs

    There was a problem that the LLM was not able to address. Please rephrase your prompt and try again.
    Inspect the logs of the failed job to identify the cause of the failure.
    airflow logs <dag_id> <task_id> --task-failed-since <start_date> --task-failed-up-to <end_date>
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  2. 2

    Review the error message

    There was a problem that the LLM was not able to address. Please rephrase your prompt and try again.
    Analyze the error message from the job logs to understand the specific issue.
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  3. 3

    Check dependencies and connections

    There was a problem that the LLM was not able to address. Please rephrase your prompt and try again.
    Ensure that all required dependencies and connections are properly configured and accessible.
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  4. 4

    Verify the DAG definition

    There was a problem that the LLM was not able to address. Please rephrase your prompt and try again.
    Review the DAG definition file to check for any syntax errors or misconfigurations.
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  5. 5

    Test the job manually

    There was a problem that the LLM was not able to address. Please rephrase your prompt and try again.
    Execute the job manually to verify if it runs successfully outside of the scheduled execution.
    airflow test <dag_id> <task_id> <execution_date>
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  6. 6

    Restart the failed job

    There was a problem that the LLM was not able to address. Please rephrase your prompt and try again.
    Attempt to restart the failed job to see if it completes successfully on a subsequent run.
    airflow backfill --reset_dagruns --start_date <start_date> --end_date <end_date> <dag_id>
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  7. 7

    Seek assistance from the Airflow community

    There was a problem that the LLM was not able to address. Please rephrase your prompt and try again.
    If the issue persists, seek help from the Apache Airflow community or forums for further troubleshooting and guidance.
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