text: # -*- coding: utf-8 -*-
  #
  # Licensed under the Apache License, Version 2.0 (the "License");
  # you may not use this file except in compliance with the License.
  # You may obtain a copy of the License at
  #
  # http://www.apache.org/licenses/LICENSE-2.0
  #
  # Unless required by applicable law or agreed to in writing, software
  # distributed under the License is distributed on an "AS IS" BASIS,
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  # See the License for the specific language governing permissions and
  # limitations under the License.
  from airflow.hooks.hive_hooks import HiveServer2Hook
  from airflow.hooks.mysql_hook import MySqlHook
  from airflow.models import BaseOperator
  from airflow.utils.decorators import apply_defaults
  
  from tempfile import NamedTemporaryFile
  
  
  class HiveToMySqlTransfer(BaseOperator):
      """
      Moves data from Hive to MySQL, note that for now the data is loaded
      into memory before being pushed to MySQL, so this operator should
      be used for smallish amount of data.
  
      :param sql: SQL query to execute against the MySQL database
      :type sql: str
      :param mysql_table: target MySQL table, use dot notation to target a
          specific database
      :type mysql_table: str
      :param mysql_conn_id: source mysql connection
      :type mysql_conn_id: str
      :param hiveserver2_conn_id: destination hive connection
      :type hiveserver2_conn_id: str
      :param mysql_preoperator: sql statement to run against mysql prior to
          import, typically use to truncate of delete in place of the data
          coming in, allowing the task to be idempotent (running the task
          twice won't double load data)
      :type mysql_preoperator: str
      :param mysql_postoperator: sql statement to run against mysql after the
          import, typically used to move data from staging to production
          and issue cleanup commands.
      :type mysql_postoperator: str
      :param bulk_load: flag to use bulk_load option.  This loads mysql directly
          from a tab-delimited text file using the LOAD DATA LOCAL INFILE command.
          This option requires an extra connection parameter for the
          destination MySQL connection: {'local_infile': true}.
      :type bulk_load: bool
      """
  
      template_fields = ('sql', 'mysql_table', 'mysql_preoperator',
          'mysql_postoperator')
      template_ext = ('.sql',)
      ui_color = '#a0e08c'
  
      @apply_defaults
      def __init__(
              self,
              sql,
              mysql_table,
              hiveserver2_conn_id='hiveserver2_default',
              mysql_conn_id='mysql_default',
              mysql_preoperator=None,
              mysql_postoperator=None,
              bulk_load=False,
              *args, **kwargs):
          super(HiveToMySqlTransfer, self).__init__(*args, **kwargs)
          self.sql = sql
          self.mysql_table = mysql_table
          self.mysql_conn_id = mysql_conn_id
          self.mysql_preoperator = mysql_preoperator
          self.mysql_postoperator = mysql_postoperator
          self.hiveserver2_conn_id = hiveserver2_conn_id
          self.bulk_load = bulk_load
  
      def execute(self, context):
          hive = HiveServer2Hook(hiveserver2_conn_id=self.hiveserver2_conn_id)
          self.log.info("Extracting data from Hive: %s", self.sql)
  
          if self.bulk_load:
              tmpfile = NamedTemporaryFile()
              hive.to_csv(self.sql, tmpfile.name, delimiter='\t',
                  lineterminator='\n', output_header=False)
          else:
              results = hive.get_records(self.sql)
  
          mysql = MySqlHook(mysql_conn_id=self.mysql_conn_id)
          if self.mysql_preoperator:
              self.log.info("Running MySQL preoperator")
              mysql.run(self.mysql_preoperator)
  
          self.log.info("Inserting rows into MySQL")
  
          if self.bulk_load:
              mysql.bulk_load(table=self.mysql_table, tmp_file=tmpfile.name)
              tmpfile.close()
          else:
              mysql.insert_rows(table=self.mysql_table, rows=results)
  
          if self.mysql_postoperator:
              self.log.info("Running MySQL postoperator")
              mysql.run(self.mysql_postoperator)
  
          self.log.info("Done.")
  