Source code for airflow.contrib.sensors.hdfs_sensor

# -*- coding: utf-8 -*-
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from airflow.sensors.hdfs_sensor import HdfsSensor



[docs]class HdfsSensorRegex(HdfsSensor):
    def __init__(self,
                 regex,
                 *args,
                 **kwargs):
        super(HdfsSensorRegex, self).__init__(*args, **kwargs)
        self.regex = regex


[docs]    def poke(self, context):
        """
        poke matching files in a directory with self.regex

        :return: Bool depending on the search criteria
        """
        sb = self.hook(self.hdfs_conn_id).get_conn()
        self.log.info(
            'Poking for %s to be a directory with files matching %s', self.filepath, self.regex.pattern
        )
        result = [f for f in sb.ls([self.filepath], include_toplevel=False) if
                  f['file_type'] == 'f' and
                  self.regex.match(f['path'].replace('%s/' % self.filepath, ''))]
        result = self.filter_for_ignored_ext(result, self.ignored_ext,
                                             self.ignore_copying)
        result = self.filter_for_filesize(result, self.file_size)
        return bool(result)




[docs]class HdfsSensorFolder(HdfsSensor):
    def __init__(self,
                 be_empty=False,
                 *args,
                 **kwargs):
        super(HdfsSensorFolder, self).__init__(*args, **kwargs)
        self.be_empty = be_empty


[docs]    def poke(self, context):
        """
        poke for a non empty directory

        :return: Bool depending on the search criteria
        """
        sb = self.hook(self.hdfs_conn_id).get_conn()
        result = [f for f in sb.ls([self.filepath], include_toplevel=True)]
        result = self.filter_for_ignored_ext(result, self.ignored_ext,
                                             self.ignore_copying)
        result = self.filter_for_filesize(result, self.file_size)
        if self.be_empty:
            self.log.info('Poking for filepath %s to a empty directory', self.filepath)
            return len(result) == 1 and result[0]['path'] == self.filepath
        else:
            self.log.info('Poking for filepath %s to a non empty directory', self.filepath)
            result.pop(0)
            return bool(result) and result[0]['file_type'] == 'f'

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