Source code for airflow.operators.hive_to_samba_operator

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from tempfile import NamedTemporaryFile

from airflow.hooks.hive_hooks import HiveServer2Hook
from airflow.hooks.samba_hook import SambaHook
from airflow.models import BaseOperator
from airflow.utils.decorators import apply_defaults
from airflow.utils.operator_helpers import context_to_airflow_vars


[docs]class Hive2SambaOperator(BaseOperator):
    """
    Executes hql code in a specific Hive database and loads the
    results of the query as a csv to a Samba location.

    :param hql: the hql to be exported. (templated)
    :type hql: str
    :param hiveserver2_conn_id: reference to the hiveserver2 service
    :type hiveserver2_conn_id: str
    :param samba_conn_id: reference to the samba destination
    :type samba_conn_id: str
    """

[docs]    template_fields = ('hql', 'destination_filepath')
[docs]    template_ext = ('.hql', '.sql',)

    @apply_defaults
    def __init__(
            self, hql,
            destination_filepath,
            samba_conn_id='samba_default',
            hiveserver2_conn_id='hiveserver2_default',
            *args, **kwargs):
        super(Hive2SambaOperator, self).__init__(*args, **kwargs)

        self.hiveserver2_conn_id = hiveserver2_conn_id
        self.samba_conn_id = samba_conn_id
        self.destination_filepath = destination_filepath
        self.hql = hql.strip().rstrip(';')

[docs]    def execute(self, context):
        samba = SambaHook(samba_conn_id=self.samba_conn_id)
        hive = HiveServer2Hook(hiveserver2_conn_id=self.hiveserver2_conn_id)
        with NamedTemporaryFile() as tmp_file:
            self.log.info("Fetching file from Hive")
            hive.to_csv(hql=self.hql, csv_filepath=tmp_file.name,
                        hive_conf=context_to_airflow_vars(context))
            self.log.info("Pushing to samba")
            samba.push_from_local(self.destination_filepath, tmp_file.name)