blob: 296b12ad537c2729991a34c40b8b6832aa07a107 [file] [log] [blame]
:mod:`airflow.contrib.sensors.sagemaker_tuning_sensor`
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.. py:module:: airflow.contrib.sensors.sagemaker_tuning_sensor
Module Contents
---------------
.. py:class:: SageMakerTuningSensor(job_name, *args, **kwargs)
Bases: :class:`airflow.contrib.sensors.sagemaker_base_sensor.SageMakerBaseSensor`
Asks for the state of the tuning state until it reaches a terminal state.
The sensor will error if the job errors, throwing a AirflowException
containing the failure reason.
:param job_name: job_name of the tuning instance to check the state of
:type job_name: str
.. attribute:: template_fields
:annotation: = ['job_name']
.. attribute:: template_ext
:annotation: = []
.. method:: non_terminal_states(self)
.. method:: failed_states(self)
.. method:: get_sagemaker_response(self)
.. method:: get_failed_reason_from_response(self, response)
.. method:: state_from_response(self, response)