Source code for airflow.providers.mysql.transfers.trino_to_mysql

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from typing import TYPE_CHECKING, Optional, Sequence

from airflow.models import BaseOperator
from airflow.providers.mysql.hooks.mysql import MySqlHook
from airflow.providers.trino.hooks.trino import TrinoHook
from airflow.www import utils as wwwutils

if TYPE_CHECKING:
    from airflow.utils.context import Context


[docs]class TrinoToMySqlOperator(BaseOperator):
    """
    Moves data from Trino 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 Trino. (templated)
    :param mysql_table: target MySQL table, use dot notation to target a
        specific database. (templated)
    :param mysql_conn_id: Reference to :ref:`mysql connection id <howto/connection:mysql>`.
    :param trino_conn_id: source trino connection
    :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). (templated)
    """

[docs]    template_fields: Sequence[str] = ('sql', 'mysql_table', 'mysql_preoperator')
[docs]    template_ext: Sequence[str] = ('.sql',)
    # TODO: Remove renderer check when the provider has an Airflow 2.3+ requirement.
[docs]    template_fields_renderers = {
        "sql": "sql",
        "mysql_preoperator": "mysql" if "mysql" in wwwutils.get_attr_renderer() else "sql",
    }
[docs]    ui_color = '#a0e08c'

    def __init__(
        self,
        *,
        sql: str,
        mysql_table: str,
        trino_conn_id: str = 'trino_default',
        mysql_conn_id: str = 'mysql_default',
        mysql_preoperator: Optional[str] = None,
        **kwargs,
    ) -> None:
        super().__init__(**kwargs)
        self.sql = sql
        self.mysql_table = mysql_table
        self.mysql_conn_id = mysql_conn_id
        self.mysql_preoperator = mysql_preoperator
        self.trino_conn_id = trino_conn_id

[docs]    def execute(self, context: 'Context') -> None:
        trino = TrinoHook(trino_conn_id=self.trino_conn_id)
        self.log.info("Extracting data from Trino: %s", self.sql)
        results = trino.get_records(self.sql)

        mysql = MySqlHook(mysql_conn_id=self.mysql_conn_id)
        if self.mysql_preoperator:
            self.log.info("Running MySQL preoperator")
            self.log.info(self.mysql_preoperator)
            mysql.run(self.mysql_preoperator)

        self.log.info("Inserting rows into MySQL")
        mysql.insert_rows(table=self.mysql_table, rows=results)