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Task end_date prevents downstream tasks from running

apache/airflow#43484·46930·Python·685 天未动·2 条评论·上游最近活跃 ·池内状态:可认领
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### Apache Airflow version Other Airflow 2 version (please specify below) ### If "Other Airflow 2 version" selected, which one? 2.7.1 ### What happened? I have a task with multiple upstream dependencies, one of which is a deprecated dataset. To retire this dataset, I set its task's `end_date` to the last day that the data was available, and I updated the code for the downstream task to stop looking for that data. Now, the downstream task is stuck in "No status" and must be manually started from the command line. The only `trigger_rule`s that work around this issue are ones that have the wrong semantics for my task (e.g. `always`). I also want to make sure we can still backfill the deprecated dataset if needed, so I want to keep the DAG structure and dependencies backward compatible. ### What you think should happen instead? In descending order of personal preference: 1. The downstream task should only be prevented from running if _all_ of its upstream dependencies are outside of their `start_date`/`end_date` window, not just one. 2. A task outside of its date window should behave like a "skipped" task, propagating down to children but allowing downstream behavior to be controlled via `trigger_rule`s. 3. If the scheduling behavior cannot be changed, perhaps a workaround would be to expose the `logical_date` at the DAG level via `AirflowParsingContext`, so that dependencies could be conditionally changed: ``` if deprecated_task.start_date <= get_parsing_context().logical_date <= deprecated_task.end_date: deprecated_task >> downstream_task ``` ### How to reproduce ``` #!/usr/bin/env python3 import datetime import logging from airflow.decorators import dag from airflow.models.baseoperator import cross_downstream from airflow.operators.empty import EmptyOperator from airflow.utils.task_group import TaskGroup logger = logging.getLogger(__name__) @dag( schedule='@daily', start_date=datetime.datetime(2024, 10, 21), ) def test_task_end_date(): with TaskGro…
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