storm基本使用和拓扑流程
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项目对于每个zip包里文件校验是通过storm的bolt处理的。每个bolt可以定义多个stream流,表示emit的时候可以选择性的发射元组到不同bolt进行处理。发射元祖的时候把文件的目录、清算日期、批次号等作为Field属性发射到下一个bolt,bolt获取这些参数后就可以根据路径去获取文件进行处理。
构建拓扑
package com.lancy.topology;import org.apache.storm.Config;import org.apache.storm.LocalCluster;import org.apache.storm.StormSubmitter;import org.apache.storm.generated.AlreadyAliveException;import org.apache.storm.generated.AuthorizationException;import org.apache.storm.generated.InvalidTopologyException;import org.apache.storm.topology.TopologyBuilder;import com.lancy.bolt.AuditFileCheckBolt;import com.lancy.bolt.CardReleaseCheckBolt;import com.lancy.bolt.DailyRechargeDataJoinBolt;import com.lancy.bolt.DailyRechargeSummarizeBolt;import com.lancy.bolt.FileBaseCheckBolt;import com.lancy.bolt.FileLineFormatCheckBolt;import com.lancy.bolt.FilePrvAndNxtTradeChkCrossFileBolt;import com.lancy.bolt.FilePrvAndNxtTradeChkSingleFileBolt;import com.lancy.bolt.FileRecordReplicationCheckBolt;import com.lancy.bolt.InsertValidRecordMqBolt;import com.lancy.bolt.OtherFileHandleBolt;import com.lancy.bolt.OtherFileInsertDBBolt;import com.lancy.bolt.RechargeCheckFileHandleBolt;import com.lancy.bolt.ZipCheckBolt;import com.lancy.bolt.lnt.InvalidDataHandleBolt;import com.lancy.common.ConfigCommon;import com.lancy.common.FieldsCommon;import com.lancy.spout.ZipSpout;/** * @ClassName LocalFileCheckTopology * @description 文件处理拓扑 */public class LocalFileCheckTopology { public static void main(String[] args) { Config config = new Config(); config.setNumWorkers(8);// config.setNumWorkers(6); config.put("topology.backpressure.enable", Boolean.valueOf(false)); config.put("topology.executor.receive.buffer.size", Integer.valueOf(16384)); config.put("topology.executor.send.buffer.size", Integer.valueOf(16384)); ConfigCommon.getInstance(); //初始化ConfigCommon if(args != null && args.length>0){ try { StormSubmitter.submitTopology("local-filecheck--topology",config,topologyBuilder().createTopology()); } catch (AlreadyAliveException e) { e.printStackTrace(); } catch (InvalidTopologyException e) { e.printStackTrace(); } catch (AuthorizationException e) { e.printStackTrace(); } } else { config.setDebug(true); LocalCluster localCluster = new LocalCluster(); localCluster.submitTopology("local-filecheck--topology-local-mode",config,topologyBuilder().createTopology());// try {// Thread.sleep(120*1000);// } catch (InterruptedException e) {// e.printStackTrace();// }// localCluster.shutdown(); } } public static TopologyBuilder topologyBuilder(){ TopologyBuilder builder = new TopologyBuilder(); builder.setSpout("01. " + "zipSpout", new ZipSpout(), 1); //setBolt参数1组件编号,参数2具体类 //shuffleGrouping表示拓扑上游节点是什么,也就是拓扑流转的顺序,参数2是stream_id builder.setBolt("02. " + "zipCheckBolt", new ZipCheckBolt(), 16) .shuffleGrouping("01. " + "zipSpout", FieldsCommon.NORMAL); builder.setBolt("03. " + "auditFileCheckBolt", new AuditFileCheckBolt(),16) .shuffleGrouping("02. " + "zipCheckBolt", FieldsCommon.NORMAL); builder.setBolt("04. " + "fileBaseCheckBolt", new FileBaseCheckBolt(), 16) .shuffleGrouping("03. " + "auditFileCheckBolt", FieldsCommon.NORMAL); builder.setBolt("05. " +"fileLineFormatCheckBolt", new FileLineFormatCheckBolt(), 96) .shuffleGrouping("04. " + "fileBaseCheckBolt", FieldsCommon.NORMAL); builder.setBolt("06. " +"fileRecordReplicationCheckBolt", new FileRecordReplicationCheckBolt(), 48) .shuffleGrouping("05. " +"fileLineFormatCheckBolt", FieldsCommon.TRADE_FILE); builder.setBolt("07. " + "dailyRechargeSummarizeBolt", new DailyRechargeSummarizeBolt(), 16) .shuffleGrouping("06. " +"fileRecordReplicationCheckBolt", FieldsCommon.RECHARGE_SUMMARIZE); builder.setBolt("08. " +"filePrvAndNxtTradeChkSingleFileBolt", new FilePrvAndNxtTradeChkSingleFileBolt(), 48) .shuffleGrouping("06. " +"fileRecordReplicationCheckBolt", FieldsCommon.NORMAL) .shuffleGrouping("07. " + "dailyRechargeSummarizeBolt", FieldsCommon.NORMAL); builder.setBolt("09. " + "dailyRechargeDataJoinBolt", new DailyRechargeDataJoinBolt(), 16) .shuffleGrouping("01. " + "zipSpout", FieldsCommon.RECHARGE_JOIN); builder.setBolt("10. " + "filePrvAndNxtTradeChkCrossFileBolt", new FilePrvAndNxtTradeChkCrossFileBolt(), 16) .shuffleGrouping("09. " + "dailyRechargeDataJoinBolt", FieldsCommon.PREV_AND_NEXT_CHECK_CROSS_FILE); builder.setBolt("11. " +"insertValidRecordMqBolt", new InsertValidRecordMqBolt(), 256).setNumTasks(256) .shuffleGrouping("08. " +"filePrvAndNxtTradeChkSingleFileBolt", FieldsCommon.INSERT_VALID_MQ) .shuffleGrouping("10. " +"filePrvAndNxtTradeChkCrossFileBolt", FieldsCommon.INSERT_VALID_MQ); builder.setBolt("12. " +"invalidDataHandleBolt", new InvalidDataHandleBolt(), 16) .shuffleGrouping("05. " +"fileLineFormatCheckBolt", FieldsCommon.NON_VALID) .shuffleGrouping("06. " +"fileRecordReplicationCheckBolt", FieldsCommon.NON_VALID) .shuffleGrouping("08. " +"filePrvAndNxtTradeChkSingleFileBolt", FieldsCommon.NON_VALID) .shuffleGrouping("10. " + "filePrvAndNxtTradeChkCrossFileBolt", FieldsCommon.NON_VALID); builder.setBolt("13. " +"otherFileHandleBolt",new OtherFileHandleBolt(),16) .shuffleGrouping("05. " +"fileLineFormatCheckBolt",FieldsCommon.OTHER_FILE); builder.setBolt("14. " +"rechargeCheckFileHandleBolt", new RechargeCheckFileHandleBolt(), 16) .shuffleGrouping("05. " +"fileLineFormatCheckBolt",FieldsCommon.RECHARGE_CHECK_FILE); builder.setBolt("15. " +"cardReleaseCheckBolt", new CardReleaseCheckBolt(), 16) .shuffleGrouping("05. " +"fileLineFormatCheckBolt",FieldsCommon.CARD_DETAIL_FILE); builder.setBolt("16. " +"otherFileInsertDBBolt",new OtherFileInsertDBBolt(),16) .shuffleGrouping("13. " +"otherFileHandleBolt") .shuffleGrouping("14. " +"rechargeCheckFileHandleBolt") .shuffleGrouping("15. " +"cardReleaseCheckBolt"); return builder; }}
spout 类
package com.lingnanpass.spout;import java.io.File;import java.io.IOException;import java.util.ArrayList;import java.util.Arrays;import java.util.Calendar;import java.util.HashMap;import java.util.List;import java.util.Map;import java.util.Map.Entry;import org.apache.storm.spout.SpoutOutputCollector;import org.apache.storm.task.TopologyContext;import org.apache.storm.topology.OutputFieldsDeclarer;import org.apache.storm.topology.base.BaseRichSpout;import org.apache.storm.tuple.Fields;import org.apache.storm.tuple.Values;import org.slf4j.Logger;import org.slf4j.LoggerFactory;import com.alibaba.fastjson.JSON;import com.alibaba.fastjson.JSONObject;import com.lingnanpass.common.CommUtil;import com.lingnanpass.common.ConfigCommon;import com.lingnanpass.common.FieldsCommon;import com.lingnanpass.common.LntValidate;import com.lingnanpass.common.WarnUtil;import com.lingnanpass.common.pre.PreFileCheckUtil;import com.lingnanpass.common.util.DateTransformUitl;import com.lingnanpass.common.util.FileUtil;import com.lingnanpass.common.util.FtpUtil;import com.lingnanpass.common.util.JsonUtil;import com.lingnanpass.common.util.MonitorUtil;import com.lingnanpass.common.util.RedisUtil;import com.lingnanpass.common.util.RuleMappingUtil;import com.lingnanpass.common.util.ZIPUtil;import com.lingnanpass.db.DbUtil;import com.lingnanpass.db.JdbcTemplate;/** * @ClassName ZipSpout * @description 从数据库zip队列中获取FTP上传数据的消息,根据消息中描述的FTP地址,文件名等信息下载文件 * @author yaoyf */@SuppressWarnings("serial")public class ZipSpout extends BaseRichSpout { private SpoutOutputCollector _collector; @Override public void open(Map conf, TopologyContext context, SpoutOutputCollector collector) { this._collector = collector; } @Override public void nextTuple() { //写业务代码 int type = 0; if(type == 0){ //发射后如何判断流到那个bolt呢,是通过 //builder.setBolt("09. " + "dailyRechargeDataJoinBolt", new DailyRechargeDataJoinBolt(), 16) //.shuffleGrouping("01. " + "zipSpout", FieldsCommon.RECHARGE_JOIN); _collector.emit(FieldsCommon.RECHARGE_JOIN, new Values(entry.getKey())); }else{ _collector.emit(FieldsCommon.NORMAL, new Values(zipAbsPath,clearingBatchNo,jyFileName, mCode, serviceCode, areaCode)); } } //定义不同stream_id以及不同stream_id输出的字段参数,只有定义了才可以emit出去 @Override public void declareOutputFields(OutputFieldsDeclarer declarer) { declarer.declareStream(FieldsCommon.NORMAL, new Fields(FieldsCommon.ZIP_ABS_PATH,FieldsCommon.CLEARING_BATCH_NO,FieldsCommon.JY_FILE_NAME, FieldsCommon.MERCHANT,FieldsCommon.SERVICE_CODE, FieldsCommon.AREA_CODE)); declarer.declareStream(FieldsCommon.RECHARGE_JOIN, new Fields(FieldsCommon.RECHARGE_SUMMARIZE_FLAG)); }}
其中一个bolt
package com.lancy.bolt;import java.io.File;import java.io.IOException;import java.util.ArrayList;import java.util.List;import java.util.Set;import org.apache.commons.io.FileUtils;import org.apache.storm.topology.BasicOutputCollector;import org.apache.storm.topology.OutputFieldsDeclarer;import org.apache.storm.topology.base.BaseBasicBolt;import org.apache.storm.tuple.Fields;import org.apache.storm.tuple.Tuple;import org.apache.storm.tuple.Values;import org.slf4j.Logger;import org.slf4j.LoggerFactory;/** * @ClassName DailyRechargeDataJoinBolt * @description * */public class DailyRechargeDataJoinBolt extends BaseBasicBolt { @Override public void execute(Tuple input, BasicOutputCollector collector) { String value = input.getString(0);//获取前面的bolt传递的值。 // 发射消息至其他bolt collector.emit(FieldsCommon.PREV_AND_NEXT_CHECK_CROSS_FILE, new Values("CC", ccFile.getAbsolutePath(), ccList)); collector.emit(FieldsCommon.PREV_AND_NEXT_CHECK_CROSS_FILE, new Values("CZ", czFile.getAbsolutePath(), czList)); } @Override public void declareOutputFields(OutputFieldsDeclarer declarer) { declarer.declareStream(FieldsCommon.PREV_AND_NEXT_CHECK_CROSS_FILE, new Fields(FieldsCommon.ZIP_TYPE, FieldsCommon.FILE_ABS_PATH, FieldsCommon.FILE_LIST)); }}
总结即
首先构建topology,可以构建复杂的路由网络。
TopologyBuilder builder = new TopologyBuilder();builder.setSpout("spout", new SentenceSpout(), 1);builder.setBolt("split", new SplitBolt(), 2).shuffleGrouping("spout ");//通过组件编号路由。builder.setBolt("count1", new Count1Bolt(), 2).shuffleGrouping("split","split-stream");//通过组件编号和stream_id路由。builder.setBolt("count2", new Count2Bolt(), 2).shuffleGrouping("split","split-stream");//通过组件编号和stream_id路由。.shuffleGrouping("spout","spout1-stream");//通过组件编号和stream_id路由。builder.setBolt("print", new PrintBolt(), 2).shuffleGrouping("count2","count2-stream");//通过组件编号和stream_id路由。.shuffleGrouping("spout","spout2-stream");//通过组件编号和stream_id路由。
然后定义spout,spout一般继承BaseRichSpout,重写open, nextTuple 和 declareOutputFields 方法。在declareOutputFields方法里定义此spout 的可能发送的节点。然后在nextTuple发射出去。
collector.emit("spout2-stream", new Values("nihao")); @Override public void declareOutputFields(OutputFieldsDeclarer declarer) { declarer.declareStream("spout2-stream", new Fields("test") ); declarer.declareStream("spout1-stream"); }
bolt 和spout差不多,bolt继承BaseBasicBolt ,重写execute 和 declareOutputFields 方法。
execute方法接收spout或者bolt发送过来的参数实现拓扑流转。
@Overridepublic void execute(Tuple input, BasicOutputCollector collector) {}
参考资料
http://blog.csdn.net/kingzone_2008/article/details/52791515
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