Flink 输出至 Redis

【1】引入第三方 Bahir 提供的 Flink-redis 相关依赖包

1 <!-- https://mvnrepository.com/artifact/org.apache.bahir/flink-connector-redis -->
2 <dependency>
3     <groupId>org.apache.bahir</groupId>
4     <artifactId>flink-connector-redis_2.11</artifactId>
5     <version>1.0</version>
6 </dependency>

【2】Flink 连接 Redis并输出 Sink 处理结果

 1 package com.zzx.flink
 2 
 3 import org.apache.flink.streaming.api.scala._
 4 import org.apache.flink.streaming.connectors.redis.RedisSink
 5 import org.apache.flink.streaming.connectors.redis.common.config.FlinkJedisPoolConfig
 6 import org.apache.flink.streaming.connectors.redis.common.mapper.{RedisCommand, RedisCommandDescription, RedisMapper}
 7 
 8 object RedisSinkTest {
 9   def main(args: Array[String]): Unit = {
10     // 创建一个流处理执行环境
11     val env = StreamExecutionEnvironment.getExecutionEnvironment
12     //从文件中读取数据并转换为 类
13     val inputStreamFromFile: DataStream[String] = env.readTextFile("E:\\Project\\flink\\src\\main\\resources\\wordcount.txt")
14     //转换  SensorReading为用户自定义的类,是从文件转换而来的
15     val dataStream: DataStream[SensorReading] = inputStreamFromFile
16       .map( data => {
17         var dataArray = data.split(",")
18         SensorReading(dataArray(0),dataArray(1).toLong,dataArray(2).toDouble)
19       })
20     //定义一个 redis 的配置类 继承了FlinkJedisConfigBase 正是 SensorReading需要传入的参数,底层将有些数据保存成了状态数据。
21     val conf = new FlinkJedisPoolConfig.Builder().setHost("192.168.52.131").setPort(6379).setPassword("zzx").build()
22     //定义 RedisMapper 数据保存的类型
23     val myMapper = new RedisMapper[SensorReading] {
24       //定义保存数据到 redis的命令,hset table key value
25       override def getCommandDescription: RedisCommandDescription = {
26         // hset tablesname
27         new RedisCommandDescription(RedisCommand.HSET , "sensor_temp")
28       }
29       //设置key
30       override def getKeyFromData(data: SensorReading): String = data.id
31       //设置value
32       override def getValueFromData(data: SensorReading): String = data.temperature.toString
33     }
34     dataStream.addSink(new RedisSink[SensorReading](conf,myMapper))
35 
36     env.execute("Redis Sink test")
37   }
38 }

查看源码可知 RedisSink是继承自 RichSinkFunction<IN> 类

public class RedisSink<IN> extends RichSinkFunction<IN> {

【3】查看 Redis 输出信息
 

posted @ 2020-11-14 22:45  Java程序员进阶  阅读(4)  评论(0编辑  收藏  举报