数据湖探索 DLI-DWS维表:示例
时间:2024-07-01 21:07:20
示例
从Kafka源表中读取数据,将DWS表作为维表,并将二者生成的宽表信息写入Kafka结果表中,其具体步骤如下:
- 参考增强型跨源连接,在 DLI 上根据DWS和Kafka所在的虚拟私有云和子网分别创建相应的增强型跨源连接,并绑定所要使用的Flink弹性资源池。
- 设置DWS和Kafka的安全组,添加入向规则使其对Flink的队列网段放通。参考测试地址连通性分别根据DWS和Kafka的地址测试队列连通性。若能连通,则表示跨源已经绑定成功,否则表示未成功。
- 连接DWS数据库实例,在DWS中创建相应的表,作为维表,表名为area_info,SQL语句如下:
create table public.area_info( area_id VARCHAR, area_province_name VARCHAR, area_city_name VARCHAR, area_county_name VARCHAR, area_street_name VARCHAR, region_name VARCHAR);
- 连接DWS数据库实例,向DWS维表area_info中插入测试数据,其语句如下:
insert into area_info (area_id, area_province_name, area_city_name, area_county_name, area_street_name, region_name) values ('330102', 'a1', 'b1', 'c1', 'd1', 'e1'), ('330106', 'a1', 'b1', 'c2', 'd2', 'e1'), ('330108', 'a1', 'b1', 'c3', 'd3', 'e1'), ('330110', 'a1', 'b1', 'c4', 'd4', 'e1');
- 参考创建Flink OpenSource作业,创建flink opensource sql作业,输入以下作业运行脚本,提交运行作业。该作业脚本将Kafka作为数据源,DWS作为维表,数据输出到Kafka结果表中。
注意:创建作业时,在作业编辑界面的“运行参数”处,“Flink版本”选择“1.12”,勾选“保存作业日志”并设置保存作业日志的OBS桶,方便后续查看作业日志。如下脚本中的加粗参数请根据实际环境修改。
CREATE TABLE orders ( order_id string, order_channel string, order_time string, pay_amount double, real_pay double, pay_time string, user_id string, user_name string, area_id string, proctime as Proctime() ) WITH ( 'connector' = 'kafka', 'topic' = 'KafkaSourceTopic', 'properties.bootstrap.servers' = 'KafkaAddress1:KafkaPort,KafkaAddress2:KafkaPort', 'properties.group.id' = 'dws-order', 'scan.startup.mode' = 'latest-offset', 'format' = 'json' ); --创建地址维表 create table area_info ( area_id string, area_province_name string, area_city_name string, area_county_name string, area_street_name string, region_name string ) WITH ( 'connector' = 'gaussdb', 'driver' = 'org.postgresql.Driver', 'url' = 'jdbc:gaussdb://DwsAddress:DwsPort/DwsDbName', 'table-name' = 'area_info', 'username' = 'DwsUserName', 'password' = 'DwsPassword', 'lookup.cache.max-rows' = '10000', 'lookup.cache.ttl' = '2h' ); --根据地址维表生成详细的包含地址的订单信息宽表 create table order_detail( order_id string, order_channel string, order_time string, pay_amount double, real_pay double, pay_time string, user_id string, user_name string, area_id string, area_province_name string, area_city_name string, area_county_name string, area_street_name string, region_name string ) with ( 'connector' = 'kafka', 'topic' = 'KafkaSinkTopic', 'properties.bootstrap.servers' = 'KafkaAddress1:KafkaPort,KafkaAddress2:KafkaPort', 'format' = 'json' ); insert into order_detail select orders.order_id, orders.order_channel, orders.order_time, orders.pay_amount, orders.real_pay, orders.pay_time, orders.user_id, orders.user_name, area.area_id, area.area_province_name, area.area_city_name, area.area_county_name, area.area_street_name, area.region_name from orders left join area_info for system_time as of orders.proctime as area on orders.area_id = area.area_id;
- 连接Kafka集群,向kafka中source topic中插入如下测试数据:
{"order_id":"202103241606060001", "order_channel":"appShop", "order_time":"2021-03-24 16:06:06", "pay_amount":"200.00", "real_pay":"180.00", "pay_time":"2021-03-24 16:10:06", "user_id":"0001", "user_name":"Alice", "area_id":"330106"} {"order_id":"202103251202020001", "order_channel":"miniAppShop", "order_time":"2021-03-25 12:02:02", "pay_amount":"60.00", "real_pay":"60.00", "pay_time":"2021-03-25 12:03:00", "user_id":"0002", "user_name":"Bob", "area_id":"330110"} {"order_id":"202103251505050001", "order_channel":"qqShop", "order_time":"2021-03-25 15:05:05", "pay_amount":"500.00", "real_pay":"400.00", "pay_time":"2021-03-25 15:10:00", "user_id":"0003", "user_name":"Cindy", "area_id":"330108"}
- 连接Kafka集群,读取kafka中sink topic中数据,结果参考如下:
{"order_id":"202103241606060001","order_channel":"appShop","order_time":"2021-03-24 16:06:06","pay_amount":200.0,"real_pay":180.0,"pay_time":"2021-03-24 16:10:06","user_id":"0001","user_name":"Alice","area_id":"330106","area_province_name":"a1","area_city_name":"b1","area_county_name":"c2","area_street_name":"d2","region_name":"e1"} {"order_id":"202103251202020001","order_channel":"miniAppShop","order_time":"2021-03-25 12:02:02","pay_amount":60.0,"real_pay":60.0,"pay_time":"2021-03-25 12:03:00","user_id":"0002","user_name":"Bob","area_id":"330110","area_province_name":"a1","area_city_name":"b1","area_county_name":"c4","area_street_name":"d4","region_name":"e1"} {"order_id":"202103251505050001","order_channel":"qqShop","order_time":"2021-03-25 15:05:05","pay_amount":500.0,"real_pay":400.0,"pay_time":"2021-03-25 15:10:00","user_id":"0003","user_name":"Cindy","area_id":"330108","area_province_name":"a1","area_city_name":"b1","area_county_name":"c3","area_street_name":"d3","region_name":"e1"}
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