我刚刚尝试了https://github.com/nathanmarz/storm-contrib/tree/master/storm-kafka中提到的kafka-storm spout,我使用的配置如下所示。
BrokerHosts brokerHosts = KafkaConfig.StaticHosts.fromHostString(
ImmutableList.of("localhost"), 1);
SpoutConfig spoutConfig = new SpoutConfig(brokerHosts, // list of Kafka
"test", // topic to read from
"/kafkastorm", // the root path in Zookeeper for the spout to
"discovery"); // an id for this consumer for storing the
// consumer offsets in Zookeeper
spoutConfig.scheme = new StringScheme();
spoutConfig.stateUpdateIntervalMs = 1000;
KafkaSpout kafkaSpout = new KafkaSpout(spoutConfig);
TridentTopology topology = new TridentTopology();
InetSocketAddress inetSocketAddress = new InetSocketAddress(
"localhost", 6379);
TridentState wordsCount = topology
.newStream(SPOUT_FIRST, kafkaSpout)
.parallelismHint(1)
.each(new Fields("str"), new TestSplit(), new Fields("words"))
.groupBy(new Fields("words"))
.persistentAggregate(
RedisState.transactional(inetSocketAddress),
new Count(), new Fields("counts")).parallelismHint(100);
Config conf = new Config();
conf.setMaxTaskParallelism(200);
// conf.setDebug( true );
// conf.setMaxSpoutPending(20);
// This topology can only be run as local because it is a toy example
LocalDRPC drpc = new LocalDRPC();
LocalCluster cluster = new LocalCluster();
cluster.submitTopology("symbolCounter", conf, topology.build());
但是上面的spout从Kafka主题获取消息的速度大约是7000 /秒,但我预计每秒会加载大约50000条消息。我已经尝试了在spoutConfig中增加获取缓冲区大小的各种选项,但没有可见的结果。
是否有任何类似的问题,他无法通过风暴以生产者生成消息的速度获取kafka主题?
答案 0 :(得分:3)
我将config中的“topology.spout.max.batch.size”值更新为大约64 * 1024值,然后风暴处理变得很快。