有了基本的概念之后,我们用jstorm来做一点小事情吧
做一个很无聊的事情:给定一个时间戳,输出对应的问候语
规则是:时间戳的十位对应的数字对应不同的时间段,0-2代表早上,3代表中午,4-6代表下午,7-9代表晚上,分别输出早上,中午,下午和晚上。
我们用spout来发送时间戳,bolt来处理时间戳并输出对应的问候语,并且统计每一时间段的问候数目,判断时间戳的生成是否随机。
代码如下:
public class TimeStampSpout implements IRichSpout{ private static final long serialVersionUID = 1L; private SpoutOutputCollector collector; @Override 。。。。一切没有用到的函数不展示 @Override public void nextTuple() { long now = System.currentTimeMillis(); Values tuple = new Values(now); System.out.println("spout:"+tuple); this.collector.emit(tuple); try { Thread.sleep(1000); } catch (InterruptedException e) { e.printStackTrace(); } } @Override public void open(Map conf, TopologyContext context, SpoutOutputCollector collector) { this.collector = collector; } @Override public void declareOutputFields(OutputFieldsDeclarer declarer) { declarer.declare(new Fields("timestamp")); } }
public class GreetingBolt implements IRichBolt{ private static final long serialVersionUID = 1L; private static Map<String, Integer> count = new TreeMap<String, Integer>(); private final String morning = "morning"; private final String noon = "noon"; private final String afternoon = "afternoon"; private final String evening = "evening"; private static Integer total = 0; @Override public void cleanup() { } @Override public void execute(Tuple input) { long timestamp= input.getLong(0); // System.out.println("bolt:"+timestamp); total+=1; // 获取十位数 long second = (timestamp/10)%10; if(second<3){ System.out.println("bolt:"+morning); count.put(morning, (count.get(morning)==null)?1:count.get(morning)+1); } else if(second==3){ System.out.println("bolt:"+noon); count.put(noon, (count.get(noon)==null)?1:count.get(noon)+1); } else if(second<8){ System.out.println("bolt:"+afternoon); count.put(afternoon, (count.get(afternoon)==null)?1:count.get(afternoon)+1); } else{ System.out.println("bolt:"+evening); count.put(evening, (count.get(evening)==null?1:count.get(evening)+1)); } if(total%10==0){ System.out.println("distribution show as followed:"); System.out.println(morning+":"+1.0*((count.get(morning)==null)?0:count.get(morning))/total); System.out.println(noon+":"+1.0*((count.get(noon)==null?0:count.get(noon)))/total); System.out.println(afternoon+":"+1.0*((count.get(afternoon)==null?0:count.get(afternoon)))/total); System.out.println(evening+":"+1.0*((count.get(evening)==null?0:count.get(evening)))/total); } } }
public class TestTopology { public static void main(String[] args) { TopologyBuilder builder = new TopologyBuilder(); builder.setSpout("TimeStampSpout", new TimeStampSpout()); builder.setBolt("GreetingBolt",new GreetingBolt()).shuffleGrouping("TimeStampSpout"); LocalCluster cluster = new LocalCluster(); Config config = new Config(); cluster.submitTopology("test", config, builder.createTopology()); } }
p
时间: 2024-10-14 00:38:51