How would I split a stream in Apache Storm?

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我在风中等你
我在风中等你 2020-12-08 07:29

I am not understanding how I would split a stream in Apache Storm. For example, I have bolt A that after some computation has somevalue1, somevalue2, and somevalue3. It wa

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  • 2020-12-08 08:05

    You can use different streams if your case needs that, it is not really splitting, but you will have a lot of flexibility, you could use it for content based routing from a bolt for instance:

    You declare the stream in the bolt:

    @Override
    public void declareOutputFields(final OutputFieldsDeclarer outputFieldsDeclarer) {
        outputFieldsDeclarer.declareStream("stream1", new Fields("field1"));
        outputFieldsDeclarer.declareStream("stream2", new Fields("field1"));
    }
    

    You emit from the bolt on the chosen stream:

    collector.emit("stream1", new Values("field1Value"));
    

    You listen to the correct stream through the topology

    builder.setBolt("myBolt1", new MyBolt1()).shuffleGrouping("boltWithStreams", "stream1");
    builder.setBolt("myBolt2", new MyBolt2()).shuffleGrouping("boltWithStreams", "stream2");
    
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  • 2020-12-08 08:10

    You have two options here: Stream Groups and "Direct Grouping". Depending on your requirements, one of them is going to serves you.

    Have a look at WordCountTopology sample project to see whether that is what you are looking for. Otherwise, "Direct Grouping" is going to be a better alternative.

    But again, picking a grouping strategy depends on your requirements.

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