Source code for airflow.models.taskmixin

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from abc import abstractmethod
from typing import Sequence, Union


[docs]class TaskMixin:
    """
    Mixing implementing common chain methods like >> and <<.

    In the following functions we use:
    Task = Union[BaseOperator, XComArg]
    No type annotations due to cyclic imports.
    """

    @property
[docs]    def roots(self):
        """Should return list of root operator List[BaseOperator]"""
        raise NotImplementedError()

    @property
[docs]    def leaves(self):
        """Should return list of leaf operator List[BaseOperator]"""
        raise NotImplementedError()

    @abstractmethod
[docs]    def set_upstream(self, other: Union["TaskMixin", Sequence["TaskMixin"]]):
        """Set a task or a task list to be directly upstream from the current task."""
        raise NotImplementedError()

    @abstractmethod
[docs]    def set_downstream(self, other: Union["TaskMixin", Sequence["TaskMixin"]]):
        """Set a task or a task list to be directly downstream from the current task."""
        raise NotImplementedError()

[docs]    def update_relative(self, other: "TaskMixin", upstream=True) -> None:
        """
        Update relationship information about another TaskMixin. Default is no-op.
        Override if necessary.
        """

[docs]    def __lshift__(self, other: Union["TaskMixin", Sequence["TaskMixin"]]):
        """Implements Task << Task"""
        self.set_upstream(other)
        return other

[docs]    def __rshift__(self, other: Union["TaskMixin", Sequence["TaskMixin"]]):
        """Implements Task >> Task"""
        self.set_downstream(other)
        return other

[docs]    def __rrshift__(self, other: Union["TaskMixin", Sequence["TaskMixin"]]):
        """Called for Task >> [Task] because list don't have __rshift__ operators."""
        self.__lshift__(other)
        return self

[docs]    def __rlshift__(self, other: Union["TaskMixin", Sequence["TaskMixin"]]):
        """Called for Task << [Task] because list don't have __lshift__ operators."""
        self.__rshift__(other)
        return self