sql - 使用 Azure Databricks 和 Scala 从 Azure Sql 表中删除行

Question

我将 Azure Databricks 与 Scala 结合使用，我的目标是从 Azure SQL 表中删除一些行。

为了实现此目的，我使用 JDBC 进行下推查询，如下所示:

val pushdown_query = s"(DELETE FROM ${table_name} WHERE dump_date = '2020-01-07') temp"
val res = spark.read.jdbc(jdbcUrl, pushdown_query, connectionProperties)  

但是，我收到以下错误:

com.microsoft.sqlserver.jdbc.SQLServerException: A nested INSERT, UPDATE, DELETE, or MERGE statement must have an OUTPUT clause.

我在下推查询中添加了 OUTPUT 子句来解决这个问题:

val pushdown_query = s"(DELETE FROM ${table_name} OUTPUT DELETED.dump_date WHERE dump_date = '2020-01-07') temp"

但现在我收到以下错误:

com.microsoft.sqlserver.jdbc.SQLServerException: A nested INSERT, UPDATE, DELETE, or MERGE statement is not allowed in a SELECT statement that is not the immediate source of rows for an INSERT statement.

我做错了什么？我怎样才能实现这个目标？有更好的办法吗？

Answer 1

我还没有找到使用 Spark 从 Azure SQL 中删除行的方法，但我已经使用 Java 库在 Scala 中实现了自己的函数:

import java.util.Properties
import java.sql.Connection
import java.sql.DatabaseMetaData
import java.sql.DriverManager
import java.sql.SQLException
import java.sql.Date
import java.time.LocalDate

  
// Set credentials
var jdbcUsername = "X"
var jdbcPassword = dbutils.secrets.get("X", "Y")

// Chech that the JDBC driver is available
Class.forName("com.microsoft.sqlserver.jdbc.SQLServerDriver")

// Create the JDBC URL
var jdbcHostname = "X"
var jdbcPort = 1433
var jdbcDatabase = "X"
val jdbcUrl = s"jdbc:sqlserver://${jdbcHostname}:${jdbcPort};database=${jdbcDatabase};encrypt=true;trustServerCertificate=false;hostNameInCertificate=*.database.windows.net;loginTimeout=30"

def delete_dump_date(table_name:String, dump_date:String){

  val driverClass = "com.microsoft.sqlserver.jdbc.SQLServerDriver"
  var connObj:Connection = null
  var number_of_rows_deleted:Int = 0
  try{
      Class.forName(driverClass);
      connObj = DriverManager.getConnection(jdbcUrl, jdbcUsername, jdbcPassword);
      val statement = connObj.prepareStatement(String.format("DELETE FROM %s WHERE dump_date=?", table_name))
      try{
          statement.setDate(1, Date.valueOf(LocalDate.parse(dump_date)));
          number_of_rows_deleted = statement.executeUpdate();
      }
      finally{
          statement.close();
          println(number_of_rows_deleted + " rows deleted.")
      }
  }
  catch {
      case e:SQLException => e.printStackTrace();
  }
  finally{
      connObj.close();
  }
}

您可以调用该函数:

delete_dump_date(table_name, '2020-01-07')