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Integration between `XComArg` and `@task_group`

apache/airflow#61758·46929·Python·63 天未动·8 条评论·上游最近活跃 ·池内状态:可认领
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### Description Task groups are allowed to return a `DAGNode`: https://github.com/apache/airflow/blob/752419dae9d27419019395b1aaf9ea1bf497b5e9/task-sdk/src/airflow/sdk/definitions/decorators/task_group.py#L204-L206 https://github.com/apache/airflow/blob/752419dae9d27419019395b1aaf9ea1bf497b5e9/task-sdk/src/airflow/sdk/definitions/decorators/task_group.py#L55 A typical `DAGNode` is `Operator`. However in taskflow you typically work with `XComArg`, not `Operator`. ```python from typing import reveal_type from airflow.sdk import dag, task, task_group @task_group def some_group() -> Operator: @task def generate_data() -> list[int]: return [1, 2, 3, 4, 5] result = generate_data() reveal_type(result) ``` ``` XComArg ``` To pull a `DAGNode` out from taskflow, you could do something like this, but it's digging into the internals: ```python if isinstance(result, PlainXComArg): return result.operator else: raise ValueError("Expected a PlainXComArg, got something else.") ``` The best solution would be to allow the `@task_group` decorated function to return an `XComArg`, and then the `DAGNode` could be inferred from there. Failing that, just a consistent API for retrieving the operator from an `XComArg` would be ideal. *** The other issue is at the other end of the task group: when you use it. ```python @dag( start_date=datetime(2024, 1, 1), ) def workflow(): group_result = some_group() reveal_type(group_result) ``` ``` DAGNode ``` This is the opposite problem. Here we have a `DAGNode`, but taskflow wants to deal with `XComArg`. The hacky workaround is to cast it to `Operator` and then use `.output`, but this is the same problem. So I think the `@task_group` decorated function would ideally return `XComArg` as well. ### Use case/motivation This would effectively allow you to use the return value of a `@task_group`. Currently task groups work as a kind of subDAG that can't return values. ### Related issues _No respons…
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