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版本:5.0

RocketMQ Streams 快速开始

RocketMQ Streams工程中运行

参考RocketMQ Streams工程rocketmq-streams-examples模块下程序可以直接运行;运行example步骤:

  • 本地启动RocketMQ 5.0及以上版本;
  • 使用mqAdmin创建example中数据源topic;
  • 启动example中例子;
  • 向RocketMQ的源topic中写入合适数据(依据示例而定);

RocketMQ Streams以SDK方式被应用依赖

环境准备

  • 64bit JDK 1.8及以上
  • Maven 3.2及以上
  • 本地启动RocketMQ,启动文档

构建RocketMQ Streams

添加pom依赖

 <dependencies>
<dependency>
<groupId>org.apache.rocketmq</groupId>
<artifactId>rocketmq-streams</artifactId>
<!-- 根据需要修改 -->
<version>1.1.0</version>
</dependency>
</dependencies>

编写流计算程序

public class WordCount {
public static void main(String[] args) {
StreamBuilder builder = new StreamBuilder("wordCount");

builder.source("sourceTopic", total -> {
String value = new String(total, StandardCharsets.UTF_8);
return new Pair<>(null, value);
})
.flatMap((ValueMapperAction<String, List<String>>) value -> {
String[] splits = value.toLowerCase().split("\\W+");
return Arrays.asList(splits);
})
.keyBy(value -> value)
.count()
.toRStream()
.print();

TopologyBuilder topologyBuilder = builder.build();

Properties properties = new Properties();
properties.put(MixAll.NAMESRV_ADDR_PROPERTY, "127.0.0.1:9876");

RocketMQStream rocketMQStream = new RocketMQStream(topologyBuilder, properties);

final CountDownLatch latch = new CountDownLatch(1);

Runtime.getRuntime().addShutdownHook(new Thread("wordcount-shutdown-hook") {
@Override
public void run() {
rocketMQStream.stop();
latch.countDown();
}
});

try {
rocketMQStream.start();
latch.await();
} catch (final Throwable e) {
System.exit(1);
}
System.exit(0);
}
}

向RocketMQ sourceTopic中写入数据并观察结果

如果向sourceTopic中写入的数据如下:每行数据作为一个消息发送;

"To be, or not to be,--that is the question:--",
"Whether 'tis nobler in the mind to suffer",
"The slings and arrows of outrageous fortune",
"Or to take arms against a sea of troubles,",
"And by opposing end them?--To die,--to sleep,--",
"No more; and by a sleep to say we end",
"The heartache, and the thousand natural shocks",
"That flesh is heir to,--'tis a consummation",

统计单词出现频率,计算结果如下:

(key=to, value=1)
(key=be, value=1)
(key=or, value=1)
(key=not, value=1)
(key=to, value=2)
(key=be, value=2)
(key=that, value=1)
(key=is, value=1)
(key=the, value=1)
(key=whether, value=1)
(key=tis, value=1)
(key=nobler, value=1)
(key=mind, value=1)
(key=against, value=1)
(key=troubles, value=1)
(key=slings, value=1)
(key=die, value=1)
(key=natural, value=1)
(key=flesh, value=1)
(key=sea, value=1)
(key=fortune, value=1)
(key=shocks, value=1)
(key=consummation, value=1)
(key=to, value=3)
(key=to, value=4)
(key=to, value=5)
(key=say, value=1)
(key=end, value=1)
(key=end, value=2)
(key=to, value=6)
(key=to, value=7)
(key=to, value=8)
(key=or, value=2)
(key=them, value=1)
(key=take, value=1)
(key=arms, value=1)
(key=of, value=1)
(key=and, value=1)
(key=of, value=2)
(key=and, value=2)
(key=by, value=1)
(key=sleep, value=1)
(key=and, value=3)
(key=by, value=2)
(key=sleep, value=2)
(key=and, value=4)
(key=that, value=2)
(key=arrows, value=1)
(key=heir, value=1)
(key=question, value=1)
(key=is, value=2)
(key=the, value=2)
(key=suffer, value=1)
(key=a, value=1)
(key=the, value=3)
(key=no, value=1)
(key=a, value=2)
(key=opposing, value=1)
(key=the, value=4)
(key=the, value=5)
(key=a, value=3)
(key=in, value=1)
(key=more, value=1)
(key=heartache, value=1)
(key=outrageous, value=1)
(key=we, value=1)
(key=thousand, value=1)
(key=tis, value=2)