blob: 91161930c4da7562f35491a542fa8708cdd0f024 [file] [log] [blame]
:mod:`airflow.sensors.base_sensor_operator`
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.. py:module:: airflow.sensors.base_sensor_operator
Module Contents
---------------
.. py:class:: BaseSensorOperator(poke_interval=60, timeout=60 * 60 * 24 * 7, soft_fail=False, mode='poke', *args, **kwargs)
Bases::class:`airflow.models.BaseOperator`, :class:`airflow.models.skipmixin.SkipMixin`
Sensor operators are derived from this class and inherit these attributes.
Sensor operators keep executing at a time interval and succeed when
a criteria is met and fail if and when they time out.
:param soft_fail: Set to true to mark the task as SKIPPED on failure
:type soft_fail: bool
:param poke_interval: Time in seconds that the job should wait in
between each tries
:type poke_interval: int
:param timeout: Time, in seconds before the task times out and fails.
:type timeout: int
:param mode: How the sensor operates.
Options are: ``{ poke | reschedule }``, default is ``poke``.
When set to ``poke`` the sensor is taking up a worker slot for its
whole execution time and sleeps between pokes. Use this mode if the
expected runtime of the sensor is short or if a short poke interval
is requried.
When set to ``reschedule`` the sensor task frees the worker slot when
the criteria is not yet met and it's rescheduled at a later time. Use
this mode if the expected time until the criteria is met is. The poke
interval should be more than one minute to prevent too much load on
the scheduler.
:type mode: str
.. attribute:: ui_color
:annotation: = #e6f1f2
.. attribute:: valid_modes
:annotation: = ['poke', 'reschedule']
.. attribute:: reschedule
.. attribute:: deps
Adds one additional dependency for all sensor operators that
checks if a sensor task instance can be rescheduled.
.. method:: _validate_input_values(self)
.. method:: poke(self, context)
Function that the sensors defined while deriving this class should
override.
.. method:: execute(self, context)
.. method:: _do_skip_downstream_tasks(self, context)