Source code for airflow.contrib.sensors.gcs_sensor

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from airflow.contrib.hooks.gcs_hook import GoogleCloudStorageHook
from airflow.sensors.base_sensor_operator import BaseSensorOperator
from airflow.utils.decorators import apply_defaults


[docs]class GoogleCloudStorageObjectSensor(BaseSensorOperator): """ Checks for the existence of a file in Google Cloud Storage. Create a new GoogleCloudStorageObjectSensor. :param bucket: The Google cloud storage bucket where the object is. :type bucket: string :param object: The name of the object to check in the Google cloud storage bucket. :type object: string :param google_cloud_storage_conn_id: The connection ID to use when connecting to Google cloud storage. :type google_cloud_storage_conn_id: string :param delegate_to: The account to impersonate, if any. For this to work, the service account making the request must have domain-wide delegation enabled. :type delegate_to: string """ template_fields = ('bucket', 'object') ui_color = '#f0eee4' @apply_defaults def __init__(self, bucket, object, # pylint:disable=redefined-builtin google_cloud_conn_id='google_cloud_default', delegate_to=None, *args, **kwargs): super(GoogleCloudStorageObjectSensor, self).__init__(*args, **kwargs) self.bucket = bucket self.object = object self.google_cloud_conn_id = google_cloud_conn_id self.delegate_to = delegate_to
[docs] def poke(self, context): self.log.info('Sensor checks existence of : %s, %s', self.bucket, self.object) hook = GoogleCloudStorageHook( google_cloud_storage_conn_id=self.google_cloud_conn_id, delegate_to=self.delegate_to) return hook.exists(self.bucket, self.object)
def ts_function(context): """ Default callback for the GoogleCloudStorageObjectUpdatedSensor. The default behaviour is check for the object being updated after execution_date + schedule_interval. """ return context['execution_date'] + context['dag'].schedule_interval
[docs]class GoogleCloudStorageObjectUpdatedSensor(BaseSensorOperator): """ Checks if an object is updated in Google Cloud Storage. Create a new GoogleCloudStorageObjectUpdatedSensor. :param bucket: The Google cloud storage bucket where the object is. :type bucket: string :param object: The name of the object to download in the Google cloud storage bucket. :type object: string :param ts_func: Callback for defining the update condition. The default callback returns execution_date + schedule_interval. The callback takes the context as parameter. :type ts_func: function :param google_cloud_storage_conn_id: The connection ID to use when connecting to Google cloud storage. :type google_cloud_storage_conn_id: string :param delegate_to: The account to impersonate, if any. For this to work, the service account making the request must have domain-wide delegation enabled. :type delegate_to: string """ template_fields = ('bucket', 'object') template_ext = ('.sql',) ui_color = '#f0eee4' @apply_defaults def __init__(self, bucket, object, # pylint:disable=redefined-builtin ts_func=ts_function, google_cloud_conn_id='google_cloud_default', delegate_to=None, *args, **kwargs): super(GoogleCloudStorageObjectUpdatedSensor, self).__init__(*args, **kwargs) self.bucket = bucket self.object = object self.ts_func = ts_func self.google_cloud_conn_id = google_cloud_conn_id self.delegate_to = delegate_to
[docs] def poke(self, context): self.log.info('Sensor checks existence of : %s, %s', self.bucket, self.object) hook = GoogleCloudStorageHook( google_cloud_storage_conn_id=self.google_cloud_conn_id, delegate_to=self.delegate_to) return hook.is_updated_after(self.bucket, self.object, self.ts_func(context))
[docs]class GoogleCloudStoragePrefixSensor(BaseSensorOperator): """ Checks for the existence of a files at prefix in Google Cloud Storage bucket. Create a new GoogleCloudStorageObjectSensor. :param bucket: The Google cloud storage bucket where the object is. :type bucket: string :param prefix: The name of the prefix to check in the Google cloud storage bucket. :type prefix: string :param google_cloud_storage_conn_id: The connection ID to use when connecting to Google cloud storage. :type google_cloud_storage_conn_id: string :param delegate_to: The account to impersonate, if any. For this to work, the service account making the request must have domain-wide delegation enabled. :type delegate_to: string """ template_fields = ('bucket', 'prefix') ui_color = '#f0eee4' @apply_defaults def __init__(self, bucket, prefix, google_cloud_conn_id='google_cloud_default', delegate_to=None, *args, **kwargs): super(GoogleCloudStoragePrefixSensor, self).__init__(*args, **kwargs) self.bucket = bucket self.prefix = prefix self.google_cloud_conn_id = google_cloud_conn_id self.delegate_to = delegate_to
[docs] def poke(self, context): self.log.info('Sensor checks existence of objects: %s, %s', self.bucket, self.prefix) hook = GoogleCloudStorageHook( google_cloud_storage_conn_id=self.google_cloud_conn_id, delegate_to=self.delegate_to) return bool(hook.list(self.bucket, prefix=self.prefix))