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
env {# You can set flink configuration hereexecution.parallelism = 2job.mode = "BATCH"
}
source{Jdbc {url = "jdbc:mysql://127.0.0.1:3306/test"driver = "com.mysql.cj.jdbc.Driver"connection_check_timeout_sec = 100user = "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 = 100user = "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
env {execution.parallelism = 2job.mode = "BATCH"
}
source {Jdbc {url = "jdbc:mysql://127.0.0.1:3306/test"driver = "com.mysql.cj.jdbc.Driver"connection_check_timeout_sec = 100user = "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 = 100user = "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 = 100user = "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:
-- 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
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,?, ?, ?, ?, ?, ?, ?) ;"}
}