Source code for airflow.decorators.setup_teardown
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from __future__ import annotations
import types
from typing import Callable
from airflow import AirflowException, XComArg
from airflow.decorators import python_task
from airflow.decorators.task_group import _TaskGroupFactory
from airflow.models import BaseOperator
from airflow.utils.setup_teardown import SetupTeardownContext
[docs]def setup_task(func: Callable) -> Callable:
# Using FunctionType here since _TaskDecorator is also a callable
if isinstance(func, types.FunctionType):
func = python_task(func)
if isinstance(func, _TaskGroupFactory):
raise AirflowException("Task groups cannot be marked as setup or teardown.")
func.is_setup = True # type: ignore[attr-defined]
return func
[docs]def teardown_task(_func=None, *, on_failure_fail_dagrun: bool = False) -> Callable:
def teardown(func: Callable) -> Callable:
# Using FunctionType here since _TaskDecorator is also a callable
if isinstance(func, types.FunctionType):
func = python_task(func)
if isinstance(func, _TaskGroupFactory):
raise AirflowException("Task groups cannot be marked as setup or teardown.")
func.is_teardown = True # type: ignore[attr-defined]
func.on_failure_fail_dagrun = on_failure_fail_dagrun # type: ignore[attr-defined]
return func
if _func is None:
return teardown
return teardown(_func)
[docs]class ContextWrapper(list):
"""A list subclass that has a context manager that pushes setup/teardown tasks to the context."""
def __init__(self, tasks: list[BaseOperator | XComArg]):
self.tasks = tasks
super().__init__(tasks)
[docs] def __enter__(self):
operators = []
for task in self.tasks:
if isinstance(task, BaseOperator):
operators.append(task)
if not task.is_setup and not task.is_teardown:
raise AirflowException("Only setup/teardown tasks can be used as context managers.")
elif not task.operator.is_setup and not task.operator.is_teardown:
raise AirflowException("Only setup/teardown tasks can be used as context managers.")
if not operators:
# means we have XComArgs
operators = [task.operator for task in self.tasks]
SetupTeardownContext.push_setup_teardown_task(operators)
return SetupTeardownContext
[docs] def __exit__(self, exc_type, exc_val, exc_tb):
SetupTeardownContext.set_work_task_roots_and_leaves()
[docs]context_wrapper = ContextWrapper