|NO.Z.00051|——————————|BigDataEnd|——|Hadoop&实时数仓.V31|——|项目.v31|需求三：数据处理&增量统计广告.V5|——|编译打印|

一、启动相关服务

### --- 启动相关服务

~~~     # 启动zookeeper服务
[root@hadoop01 ~]# ./zk.sh start
~~~     # 启动kafka服务：所有节点
[root@hadoop01 ~]# kafka-server-start.sh -daemon /opt/yanqi/servers/kafka_2.12/config/server.properties

~~~     # 启动hdfs服务
[root@hadoop01 ~]# start-dfs.sh
 
~~~     # 启动yarn服务:可以不启动
[root@hadoop03 ~]# start-yarn.sh

~~~     # 启动mysql服务

[root@hadoop03 ~]# systemctl start mysqld

~~~     # 启动canal服务

[root@hadoop02 ~]# sh /opt/yanqi/servers/canal/bin/startup.sh

~~~     # 启动hbash服务

[root@hadoop02 ~]# start-hbase.sh

~~~     # 启动redis服务

[root@hadoop02 ~]# /opt/yanqi/servers/redis/bin/redis-server /opt/yanqi/servers/redis/bin/redis.conf

### --- 启动kafka生产者消费者

~~~     # 创建kafka.topic：eventlog
[root@hadoop02 ~]# kafka-topics.sh --zookeeper hadoop01:2181,hadoop02:2181,hadoop03:2181/myKafka --create --replication-factor 3 -partitions 1 --topic eventlog

~~~     # 启动kafka生产者

[root@hadoop02 ~]# kafka-console-producer.sh --broker-list hadoop02:9092 --topic eventlog

~~~     # 启动kafka消费者

[root@hadoop02 ~]# kafka-console-consumer.sh --zookeeper hadoop02:2181/myKafka --topic eventlog --from-beginning
~~~等待消费数据

二、启动Flume Agent

### --- 数据通过flume把数据传输到控制台

~~~     # 启动Flume Agent文件可以用重命名的方式触发监听
[root@hadoop02 ~]# flume-ng agent \
-c /opt/yanqi/servers/flume-1.9.0/ \
-f /opt/yanqi/servers/flume-1.9.0/conf/event-conf.properties \
-n a1 -Dflume.root.logger=INFO,console 
~~~监听数据

### --- 数据通过flume把数据传输到kafka的eventlog中

~~~     # 启动Flume Agent，从kafka中采集数据并写入到eventlog.log文件中：文件可以用重命名的方式触发监听
[root@hadoop02 ~]# flume-ng agent \
-c /opt/yanqi/servers/flume-1.9.0/ \
-f /opt/yanqi/servers/flume-1.9.0/conf/event-conf.properties \
-n a1 -Dflume.root.logger=INFO,console \
a1.sources.r1.command = tail -F /opt/yanqi/servers/flume-1.9.0/flumelog/eventlog.log

三、编译运行程序：

### --- 编译运行程序AdEventLog

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link\flink-cep-scala_2.12\1.11.1\flink-cep-scala_2.12-1.11.1.jar;C:\Users\Administrator\.m2\repository\org\apache\flink\flink-cep_2.12\1.11.1\flink-cep_2.12-1.11.1.jar;C:\Users\Administrator\.m2\repository\redis\clients\jedis\3.3.0\jedis-3.3.0.jar;C:\Users\Administrator\.m2\repository\org\apache\commons\commons-pool2\2.6.2\commons-pool2-2.6.2.jar dw.dws.AdEventLog
~~~输出统计结果
CountByProductAd(2020-07-21 13:40:22,22,1)
CountByProductAd(2020-07-21 13:40:22,14,1)
CountByProductAd(2020-07-21 13:40:22,26,1)
CountByProductAd(2020-07-21 13:40:22,34,1)
CountByProductAd(2020-07-21 13:40:22,33,1)
Process finished with exit code 1

### --- 当程序运行起来，在Flume下模拟数据写入

~~~     # 将eventlog.log拷贝到/opt/yanqi/servers/flume-1.9.0/flumelog该目录下
[root@hadoop02 ~]# cp eventlog.log /opt/yanqi/servers/flume-1.9.0/flumelog/

### --- kafka消费者会消费到消息，程序也就会获取到数据

~~~     # 启动kafka消费者
[root@hadoop02 ~]# kafka-console-consumer.sh --zookeeper hadoop02:2181/myKafka --topic eventlog --from-beginning
~~~等待消费数据
{"yanqi_event":[{"name":"loading","json":{"loading_time":"20","action":"2","loading_type":"1","type":"3"},"time":1595277463101},{"name":"praise","json":{"id":9,"type":2,"add_time":"1597876753159","userid":2,"target":1},"time":1595332897838}],"attr":{"area":"湛江","uid":"2F10092A2994","app_v":"1.1.0","event_type":"common","device_id":"1FB872-9A1002994","os_type":"0.23","channel":"OS","language":"chinese","brand":"iphone-3"}}
{"yanqi_event":[{"name":"goods_detail_loading","json":{"entry":"3","goodsid":"0","loading_time":"16","action":"1","staytime":"97","showtype":"0"},"time":1595341186766},{"name":"loading","json":{"loading_time":"21","action":"3","loading_type":"2","type":"2"},"time":1595334727097},{"name":"notification","json":{"action":"1","type":"1"},"time":1595332192120}],"attr":{"area":"三门峡","uid":"2F10092A2995","app_v":"1.1.15","event_type":"common","device_id":"1FB872-9A1002995","os_type":"0.5.2","channel":"JT","language":"chinese","brand":"Huawei-6"}}

Walter Savage Landor:strove with none,for none was worth my strife.Nature I loved and, next to Nature, Art:I warm'd both hands before the fire of life.It sinks, and I am ready to depart

——W.S.Landor