Source code for airflow.providers.standard.operators.datetime
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from __future__ import annotations
import datetime
from collections.abc import Iterable
from typing import TYPE_CHECKING
from airflow.exceptions import AirflowException
from airflow.operators.branch import BaseBranchOperator
from airflow.utils import timezone
if TYPE_CHECKING:
from airflow.utils.context import Context
[docs]class BranchDateTimeOperator(BaseBranchOperator):
"""
Branches into one of two lists of tasks depending on the current datetime.
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:BranchDateTimeOperator`.
True branch will be returned when ``datetime.datetime.now()`` falls below
``target_upper`` and above ``target_lower``.
:param follow_task_ids_if_true: task_id, task_group_id, or a list of task_ids and/or task_group_ids
to follow if ``datetime.datetime.now()`` falls above target_lower and below target_upper.
:param follow_task_ids_if_false: task_id, task_group_id, or a list of task_ids and/or task_group_ids
to follow if ``datetime.datetime.now()`` falls below target_lower or above target_upper.
:param target_lower: target lower bound.
:param target_upper: target upper bound.
:param use_task_logical_date: If ``True``, uses task's logical date to compare with targets.
Logical date is useful for backfilling. If ``False``, uses system's date.
"""
def __init__(
self,
*,
follow_task_ids_if_true: str | Iterable[str],
follow_task_ids_if_false: str | Iterable[str],
target_lower: datetime.datetime | datetime.time | None,
target_upper: datetime.datetime | datetime.time | None,
use_task_logical_date: bool = False,
**kwargs,
) -> None:
super().__init__(**kwargs)
if target_lower is None and target_upper is None:
raise AirflowException(
"Both target_upper and target_lower are None. At least one "
"must be defined to be compared to the current datetime"
)
self.target_lower = target_lower
self.target_upper = target_upper
self.follow_task_ids_if_true = follow_task_ids_if_true
self.follow_task_ids_if_false = follow_task_ids_if_false
self.use_task_logical_date = use_task_logical_date
[docs] def choose_branch(self, context: Context) -> str | Iterable[str]:
if self.use_task_logical_date:
now = context["logical_date"]
else:
now = timezone.coerce_datetime(timezone.utcnow())
lower, upper = target_times_as_dates(now, self.target_lower, self.target_upper)
lower = timezone.coerce_datetime(lower, self.dag.timezone)
upper = timezone.coerce_datetime(upper, self.dag.timezone)
if upper is not None and upper < now:
return self.follow_task_ids_if_false
if lower is not None and lower > now:
return self.follow_task_ids_if_false
return self.follow_task_ids_if_true
[docs]def target_times_as_dates(
base_date: datetime.datetime,
lower: datetime.datetime | datetime.time | None,
upper: datetime.datetime | datetime.time | None,
):
"""Ensure upper and lower time targets are datetimes by combining them with base_date."""
if isinstance(lower, datetime.datetime) and isinstance(upper, datetime.datetime):
return lower, upper
if lower is not None and isinstance(lower, datetime.time):
lower = datetime.datetime.combine(base_date, lower)
if upper is not None and isinstance(upper, datetime.time):
upper = datetime.datetime.combine(base_date, upper)
if lower is None or upper is None:
return lower, upper
if upper < lower:
upper += datetime.timedelta(days=1)
return lower, upper