storm & metaq 实例
????????}
????????Integer maxSize = (Integer) conf.get(FETCH_MAX_SIZE);
????????if?(maxSize ==?null) {
????????????log.warn("Using default FETCH_MAX_SIZE");
????????????maxSize =?DEFAULT_MAX_SIZE;
????????}
????????this.id2wrapperMap =?new?ConcurrentHashMap();
????????this.messageQueue =?new?LinkedTransferQueue();
????????try?{
????????????this.collector = collector;
????????????this.setUpMeta(topic, maxSize);
????????}
????????catch?(final?MetaClientException e) {
????????????log.error("Setup meta consumer failed", e);
????????}
????}
????private?void?setUpMeta(final?String topic,?final?Integer maxSize)?throws?MetaClientException {
????????this.sessionFactory =?new?MetaMessageSessionFactory(this.metaClientConfig);
????????this.messageConsumer =?this.sessionFactory.createConsumer(this.consumerConfig);
????????this.messageConsumer.subscribe(topic, maxSize,?new?MessageListener() {
????????????public?void?recieveMessages(final?Message message) {
????????????????final?MetaMessageWrapper wrapper =?new?MetaMessageWrapper(message);
????????????????MetaqSpout.this.id2wrapperMap.put(message.getId(), wrapper);
????????????????MetaqSpout.this.messageQueue.offer(wrapper);
????????????????try?{
????????????????????wrapper.latch.await();
????????????????}
????????????????catch?(final?InterruptedException e) {
????????????????????Thread.currentThread().interrupt();
????????????????}
????????????????// 消费失败,抛出运行时异常
????????????????if?(!wrapper.success) {
????????????????????throw?new?RuntimeException("Consume message failed");
????????????????}
????????????}
????????????public?Executor getExecutor() {
????????????????return?null;
????????????}
????????}).completeSubscribe();
????}
????//关闭时调用,进行consumer的shutdown操作
????public?void?close() {
????????try?{
????????????this.messageConsumer.shutdown();
????????}
????????catch?(final?MetaClientException e) {
????????????log.error("Shutdown consumer failed", e);
????????}
????????try?{
????????????this.sessionFactory.shutdown();
????????}
????????catch?(final?MetaClientException e) {
????????????log.error("Shutdown session factory failed", e);
????????}
????}
????//消息发布
????public?void?nextTuple() {
????????if?(this.messageConsumer !=?null) {
????????????try?{
??????????????//进行消息拉取
????????????????final?MetaMessageWrapper wrapper =?this.messageQueue.poll(WAIT_FOR_NEXT_MESSAGE, TimeUnit.MILLISECONDS);
????????????????if?(wrapper ==?null) {
????????????????????return;
????????????????}
????????????????final?Message message = wrapper.message;
????????????????this.collector.emit(this.scheme.deserialize(message.getData()), message.getId());
????????????}
????????????catch?(final?InterruptedException e) {
??????????????e.printStackTrace();
????????????}
???????????
????????}
????????try?{
????????????Thread.sleep(100);
????????}?catch?(InterruptedException e) {
????????????e.printStackTrace();
????????}
????}
????//消息操作成功确认机制
????public?void?ack(final?Object msgId) {
????????if?(msgId?instanceof?Long) {
????????????final?long?id = (Long) msgId;
????????????final?MetaMessageWrapper wrapper =?this.id2wrapperMap.remove(id);
????????????if?(wrapper ==?null) {
????????????????log.warn(String.format("don't know how to ack(%s: %s)", msgId.getClass().getName(), msgId));
????????????????return;
????????????}
????????????wrapper.success =?true;
????????????wrapper.latch.countDown();
????????}
????????else?{
????????????log.warn(String.format("don't know how to ack(%s: %s)", msgId.getClass().getName(), msgId));
????????}
????}
????//消费失败时返回
????public?void?fail(final?Object msgId) {
????????if?(msgId?instanceof?Long) {
????????????final?long?id = (Long) msgId;
????????????final?MetaMessageWrapper wrapper =?this.id2wrapperMap.remove(id);
????????????if?(wrapper ==?null) {
????????????????log.warn(String.format("don't know how to reject(%s: %s)", msgId.getClass().getName(), msgId));
????????????????return;
????????????}
????????????wrapper.success =?false;
????????????wrapper.latch.countDown();
????????}
????????else?{
????????????log.warn(String.format("don't know how to reject(%s: %s)", msgId.getClass().getName(), msgId));
????????}
????}
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2.2 MetaqBolt
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2.2.1?接口说明
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该部分代码修改自Github上的Metaq异步生产者实例。设计这个Bolt的原因是,部分业务有这种需求,当经过storm实时处理后,数据发送到下一个业务系统,当下一个业务系统也是从metaq拉取数据时,就需要我们把处理过的数据写入到metaq中去,所以有了这个接口。
其读取配置文件的过程与MetaqSpout相似,但是没有组(Group)的概念,只需指定地址、目录及Topic(前提是Metaq上有该Topic),则可以把数据写入metaq中。
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2.2.1?上代码
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该部分代码较简单,可以参考AsyncConsumer代码。
????//构造,传递配置路径
????public?MetaqBolt(String MetaqSpoutXml) {
????????super();
????????this.metaqspoutxml = MetaqSpoutXml;
????}
????//初始化操作
????public?void?prepare(Map?stormConf, TopologyContext context,
????????????OutputCollector collector) {
????????System.out.println("MetaqBolt???--??Start!");
????????this.collector = collector;
????????// 初始化metaq的一些设置,包括zk链接地址,根目录等
????????this.zkConfig.zkConnect = MetaqSpoutXml.zkConnect;// "192.168.2.240:2181";
????????this.zkConfig.zkRoot = MetaqSpoutXml.zkRoot;// "/meta";
????????this.topic = MetaqSpoutXml.topic;
????????this.metaClientConfig.setZkConfig(this.zkConfig);
????????try?{
????????????this.sessionFactory =?new?MetaMessageSessionFactory(
????????????????????this.metaClientConfig);
????????}?catch?(MetaClientException e) {
????????????e.printStackTrace();
????????}
????????this.producer =?this.sessionFactory.createProducer();
????????this.producer.publish(this.topic);// 发布topic
????}
????public?void?execute(Tuple input) {
????????String str = input.getString(0);
????????try?{
????????????this.sendResult = producer.sendMessage(new?Message(this.topic, str
????????????????????.getBytes()));
????????}?catch?(MetaClientException | InterruptedException e) {
????????????e.printStackTrace();
????????}
????????//当生产失败时打印失败数据
????????if?(!this.sendResult.isSuccess()) {
????????????System.err.println("Send message failed,error message:"
????????????????????+ sendResult.getErrorMessage());
????????}
????}
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3?代码改动说明
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关于此次代码变动较大,加了一个spout源的接口,一个bolt的数据落地接口,对topology进行了优化。
具体如下:
(1) 增加了MetaqSpout接口,实现从MetaQ中读取数据(重点)
(2) 增加了MetaqBolt接口,实现新的数据落地接口,将数据写入MetaQ中
(3) 修改了Topology主类,实现了节点可配置,通过配置文件列表,即不同类型的spout及bolt可动态搭配,想要实现不同拓扑功能,不用修改代码,而只需修改配置即可(重点)
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4?关于Metaq的报错
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4.1?报错
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根据错误提示,总是没找到其原因。
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4.2?解决
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才发现metaq往zk注册的服务器ip是192.168.122.1不是我本机的ip,之前对metaq进行配置的时候,并没有进行hostName配置,因为metaq据说默认的注册ip是localhost所以就没有注意了,但是好像这种情况来看,他进行zk注册的时候使用的是其代码内部的预留ip进行注册。
我在metaq的server.ini中进行了hostName配置,这个问题就解决了。
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转自新浪blog