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

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from __future__ import annotations

from collections.abc import Sequence
from typing import TYPE_CHECKING

from airflow.models import BaseOperator
from airflow.providers.mysql.hooks.mysql import MySqlHook
from airflow.providers.presto.hooks.presto import PrestoHook

if TYPE_CHECKING:
    from airflow.utils.context import Context


[docs]class PrestoToMySqlOperator(BaseOperator):
    """
    Moves data from Presto 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 Presto. (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 presto_conn_id: source presto 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",)
[docs]    template_fields_renderers = {
        "sql": "sql",
        "mysql_preoperator": "mysql",
    }
[docs]    ui_color = "#a0e08c"

    def __init__(
        self,
        *,
        sql: str,
        mysql_table: str,
        presto_conn_id: str = "presto_default",
        mysql_conn_id: str = "mysql_default",
        mysql_preoperator: str | None = 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.presto_conn_id = presto_conn_id

[docs]    def execute(self, context: Context) -> None:
        presto = PrestoHook(presto_conn_id=self.presto_conn_id)
        self.log.info("Extracting data from Presto: %s", self.sql)
        results = presto.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)