seatunnel数据集成（三）多表同步

苡~2024-02-06 14:34

seatunnel数据集成（一）简介与安装
seatunnel数据集成（二）数据同步
seatunnel数据集成（三）多表同步
seatunnel数据集成（四）连接器使用

seatunnel除了单表之间的数据同步之外，也支持单表同步到多表，多表同步到单表，以及多表同步到多表，下面简单举例。

1、单表 to 单表

一个source，一个sink

复制代码 
env {
  # You can set flink configuration here
  execution.parallelism = 2
  job.mode = "BATCH"
}
source{
    Jdbc {
        url = "jdbc:mysql://127.0.0.1:3306/test"
        driver = "com.mysql.cj.jdbc.Driver"
        connection_check_timeout_sec = 100
        user = "user"
        password = "password"
        query = "select * from base_region"
    }
}

transform {
    # If you would like to get more information about how to configure seatunnel and see full list of transform plugins,
    # please go to https://seatunnel.apache.org/docs/transform/sql
}

sink {
  jdbc {
        url = "jdbc:mysql://127.0.0.1:3306/dw"
        driver = "com.mysql.cj.jdbc.Driver"
        connection_check_timeout_sec = 100
        user = "user"
        password = "password"
    query = "insert into base_region(id,region_name) values(?,?)"
  }
}

./bin/seatunnel.sh --config ./config/mysql2mysql_batch.conf

2、单表 to 多表

一个source，多个sink

复制代码 
env {
  execution.parallelism = 2
  job.mode = "BATCH"
}
source {
    Jdbc {
        url = "jdbc:mysql://127.0.0.1:3306/test"
        driver = "com.mysql.cj.jdbc.Driver"
        connection_check_timeout_sec = 100
        user = "user"
        password = "password"
        result_table_name="t_user"
        query = "select * from t_user;"
    }
}

transform {
  Sql {
    source_table_name = "t_user"
    result_table_name = "t_user_nan"
    query = "select id,name,birth,gender from t_user where gender ='男';"
  }
  Sql {
    source_table_name = "t_user"
    result_table_name = "t_user_nv"
    query = "select id,name,birth,gender from t_user where gender ='女';"
  }
}

sink {
  jdbc {
    url = "jdbc:mysql://127.0.0.1:3306/dw"
    driver = "com.mysql.cj.jdbc.Driver"
    connection_check_timeout_sec = 100
    user = "user"
    password = "password"
    source_table_name = "t_user_nan"
    query =  "insert into t_user_nan(id,name,birth,gender) values(?,?,?,?)"
  }
  jdbc {
    url = "jdbc:mysql://127.0.0.1:3306/dw"
    driver = "com.mysql.cj.jdbc.Driver"
    connection_check_timeout_sec = 100
    user = "user"
    password = "password"
    source_table_name = "t_user_nv"
    query =  "insert into t_user_nv(id,name,birth,gender) values(?,?,?,?)"
  }
}

./bin/seatunnel.sh --config ./config/mysql2mysql_1n.conf

3、多表 to 单表

多个source，一个sink

表结构：

复制代码 
-- dw 源表1
CREATE TABLE IF NOT EXISTS ads_device_switch_performance (
  `event_time` timestamp COMMENT '业务时间',
  `device_id` VARCHAR(32) COMMENT '设备id',
  `device_type` VARCHAR(32) COMMENT '设备类型',
  `device_name` VARCHAR(128) COMMENT '设备名称',
  `cpu_usage` INT COMMENT 'CPU使用率百分比'
) ;

INSERT INTO `ads_device_switch_performance` VALUES ('2024-01-15 14:25:11', '2001', '2', '交换器1', 49);
INSERT INTO `ads_device_switch_performance` VALUES ('2024-01-17 22:25:40', '2002', '1', '交换器2', 65);

-- dw 源表2
CREATE TABLE IF NOT EXISTS ads_device_router_performance (
  `event_time` timestamp COMMENT '业务时间',
  `device_id` VARCHAR(32) COMMENT '设备id',
  `device_type` VARCHAR(32) COMMENT '设备类型',
  `device_name` VARCHAR(128) COMMENT '设备名称',
  `cpu_usage` INT COMMENT 'CPU使用率百分比'
);

INSERT INTO `ads_device_router_performance` VALUES ('2024-01-17 21:23:22', '1001', '1', '路由器1', 35);
INSERT INTO `ads_device_router_performance` VALUES ('2024-01-16 17:23:53', '1002', '2', '路由器2', 46);


-------------------------------------------------------------------------------
-- olap 目标表
CREATE TABLE `device_performance` (
  `id` INT NOT NULL AUTO_INCREMENT COMMENT '表主键',
  `event_time` VARCHAR(32) NOT NULL COMMENT '业务时间',
  `device_id` VARCHAR(32) COMMENT '设备id',
  `device_type` VARCHAR(32) COMMENT '设备类型',
  `device_name` VARCHAR(128) NOT NULL COMMENT '设备名称',
  `cpu_usage` FLOAT NOT NULL COMMENT 'CPU利用率单位是%',
  `create_time` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
  `update_time` DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '更新时间',
  PRIMARY KEY (`id`)
) COMMENT='设备状态';

env {
    job.mode="BATCH"
    job.name="device_performance"
}

source {
    Jdbc {
        url="jdbc:mysql://127.0.0.1:3306/dw?allowMultiQueries=true&characterEncoding=utf-8"
        driver="com.mysql.cj.jdbc.Driver"
        user = "user"
        password = "password"
        result_table_name="switch_src"
        query="SELECT `event_time`, `device_id`, `device_type`, `device_name`, `cpu_usage` FROM ads_device_switch_performance;"
    }
    Jdbc {
        url="jdbc:mysql://127.0.0.1:3306/dw?allowMultiQueries=true&characterEncoding=utf-8"
        driver="com.mysql.cj.jdbc.Driver"
        user = "user"
        password = "password"
        result_table_name="router_src"
        query="SELECT `event_time`, `device_id`, `device_type`, `device_name`, `cpu_usage` FROM ads_device_router_performance;"
    }
}

transform {
  Sql {
    source_table_name = "switch_src"
    result_table_name = "switch_dst"
    query = "SELECT  event_time , device_id, device_type, device_name, cpu_usage, NOW() AS create_time, NOW() AS update_time  FROM switch_src;"
  }
  Sql {
    source_table_name = "router_src"
    result_table_name = "router_dst"
    query = "SELECT event_time, device_id, device_type, device_name, cpu_usage, NOW() AS create_time, NOW() AS update_time FROM router_src;"
  }
}

sink {
    Jdbc {
        url="jdbc:mysql://127.0.0.1:3306/olap?allowMultiQueries=true&characterEncoding=utf-8"
        driver="com.mysql.cj.jdbc.Driver"
        user = "user"
        password = "password"
        source_table_name = "switch_dst"
        query="INSERT INTO device_performance  VALUES(null,?, ?, ?, ?, ?, ?, ?) ;"
      }
    Jdbc {
        url="jdbc:mysql://127.0.0.1:3306/olap?allowMultiQueries=true&characterEncoding=utf-8"
        driver="com.mysql.cj.jdbc.Driver"
        user = "user"
        password = "password"
        source_table_name = "router_dst"
        query="INSERT INTO device_performance  VALUES(null,?, ?, ?, ?, ?, ?, ?) ;"
       }
}

./bin/seatunnel.sh --config ./syn_job/mysql2mysql_n1_batch.conf

4、多表 to 多表

多个source，多个sink

复制代码 
env {
    job.mode="BATCH"
    job.name="device_performance"
}

source {
    Jdbc {
        url="jdbc:mysql://127.0.0.1:3306/dw?allowMultiQueries=true&characterEncoding=utf-8"
        driver="com.mysql.cj.jdbc.Driver"
        user = "user"
        password = "password"
        result_table_name="switch_src"
        query="SELECT `event_time`, `device_id`, `device_type`, `device_name`, `cpu_usage` FROM ads_device_switch_performance;"
    }
    Jdbc {
        url="jdbc:mysql://127.0.0.1:3306/dw?allowMultiQueries=true&characterEncoding=utf-8"
        driver="com.mysql.cj.jdbc.Driver"
        user = "user"
        password = "password"
        result_table_name="router_src"
        query="SELECT `event_time`, `device_id`, `device_type`, `device_name`, `cpu_usage` FROM ads_device_router_performance;"
    }
}

transform {
  Sql {
    source_table_name = "switch_src"
    result_table_name = "switch_dst"
    query = "SELECT  event_time , device_id, device_type, device_name, cpu_usage, NOW() AS create_time, NOW() AS update_time  FROM switch_src;"
  }
  Sql {
    source_table_name = "router_src"
    result_table_name = "router_dst"
    query = "SELECT event_time, device_id, device_type, device_name, cpu_usage, NOW() AS create_time, NOW() AS update_time FROM router_src;"
  }
}

sink {
    Jdbc {
        url="jdbc:mysql://127.0.0.1:3306/olap?allowMultiQueries=true&characterEncoding=utf-8"
        driver="com.mysql.cj.jdbc.Driver"
        user = "user"
        password = "password"
        source_table_name = "switch_dst"
        query="INSERT INTO device_performance_switch  VALUES(null,?, ?, ?, ?, ?, ?, ?) ;"
      }
    Jdbc {
        url="jdbc:mysql://127.0.0.1:3306/olap?allowMultiQueries=true&characterEncoding=utf-8"
        driver="com.mysql.cj.jdbc.Driver"
        user = "user"
        password = "password"
        source_table_name = "router_dst"
        query="INSERT INTO device_performance_router  VALUES(null,?, ?, ?, ?, ?, ?, ?) ;"
       }
}
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