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from __future__ import annotations
from airflow.sensors.base import BaseSensorOperator
from airflow.triggers.temporal import DateTimeTrigger
from airflow.utils import timezone
from airflow.utils.context import Context
class TimeDeltaSensor(BaseSensorOperator):
"""
Waits for a timedelta after the run's data interval.
:param delta: time length to wait after the data interval before succeeding.
.. seealso::
For more information on how to use this sensor, take a look at the guide:
:ref:`howto/operator:TimeDeltaSensor`
"""
def __init__(self, *, delta, **kwargs):
super().__init__(**kwargs)
self.delta = delta
def poke(self, context: Context):
target_dttm = context["data_interval_end"]
target_dttm += self.delta
self.log.info("Checking if the time (%s) has come", target_dttm)
return timezone.utcnow() > target_dttm
class TimeDeltaSensorAsync(TimeDeltaSensor):
"""
A deferrable drop-in replacement for TimeDeltaSensor.
Will defers itself to avoid taking up a worker slot while it is waiting.
:param delta: time length to wait after the data interval before succeeding.
.. seealso::
For more information on how to use this sensor, take a look at the guide:
:ref:`howto/operator:TimeDeltaSensorAsync`
"""
def execute(self, context: Context):
target_dttm = context["data_interval_end"]
target_dttm += self.delta
self.defer(trigger=DateTimeTrigger(moment=target_dttm), method_name="execute_complete")
def execute_complete(self, context, event=None):
"""Callback for when the trigger fires - returns immediately."""
return None