kafka消费数据存入elasticsearch代码示例

package com.unimas.test;

 import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Properties;
import java.util.Set;
import java.util.concurrent.Executor;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;

import org.I0Itec.zkclient.ZkClient;

import kafka.consumer.Consumer;
import kafka.consumer.ConsumerConfig;
import kafka.consumer.KafkaStream;
import kafka.javaapi.consumer.ConsumerConnector;
import kafka.utils.ZkUtils;

public class KafkaWarningAction {
       private static final String topic = "avro-log-bj-jingnei1-dev-proxy-websense";private static final String group_id = "kafkawarning01";
      private static final Integer threads = 5;
      private static ConsumerConnector consumer;
      private static ExecutorService executor;

      public static void main(String[] args) {//创建消费者消费数据
          Properties props = new Properties();
          props.put("zookeeper.connect", "host1:2181,host2:2181,host3:2181");
          props.put("group.id", group_id);
          props.put("auto.offset.reset", "smallest");
          ConsumerConfig config = new ConsumerConfig(props);
          consumer =Consumer.createJavaConsumerConnector(config);
          Map<String, Integer> topicCountMap = new HashMap<String, Integer>();
          topicCountMap.put(topic, threads);
          Map<String, List<KafkaStream<byte[], byte[]>>> consumerMap = consumer.createMessageStreams(topicCountMap);
          List<KafkaStream<byte[], byte[]>> streams = consumerMap.get(topic);
          executor = Executors.newFixedThreadPool(threads);//创建线程池
            Runtime.getRuntime().addShutdownHook(new Thread() {
                @Override
                public void run() {
                    shutdown();
                }
          });
          //写入ES
          
          EsProducer esProducer = new EsProducer();
          esProducer.WriteToEs(streams,executor);
    }public static void shutdown(){
        if(consumer!=null){
            consumer.shutdown();
            consumer = null;
        }
         if (executor != null){
             executor.shutdown();
             executor = null;
         }
               
    }
    
}

package com.unimas.test;

import java.io.ByteArrayOutputStream;
import java.io.IOException;
import java.text.SimpleDateFormat;
import java.util.Date;
import java.util.List;
import java.util.concurrent.ExecutorService;

import org.apache.avro.Schema;
import org.apache.avro.generic.GenericDatumReader;
import org.apache.avro.generic.GenericDatumWriter;
import org.apache.avro.generic.GenericRecord;
import org.apache.avro.io.DatumReader;
import org.apache.avro.io.Decoder;
import org.apache.avro.io.DecoderFactory;
import org.apache.avro.io.EncoderFactory;
import org.apache.avro.io.JsonEncoder;
import org.elasticsearch.action.bulk.BulkItemResponse;
import org.elasticsearch.action.bulk.BulkRequestBuilder;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.client.Client;

import kafka.consumer.ConsumerIterator;
import kafka.consumer.KafkaStream;

public class EsProducer {
    SimpleDateFormat _format = new SimpleDateFormat("yyyyMMdd");
    long starttime = System.currentTimeMillis();

    public void WriteToEs(List<KafkaStream<byte[], byte[]>> streams,  ExecutorService executor) {
        

        
        for (final KafkaStream<byte[], byte[]> kafkaStream : streams) {
            executor.submit(new Runnable() {
                @Override
                public void run() {
                    Client client = Utils.getClient();
                    BulkRequestBuilder bulk = client.prepareBulk();
                    String typeName = "type-warning";
                    Schema _schema = null;
                    String schemaName = "websense.avsc";
                    ConsumerIterator<byte[], byte[]> it = kafkaStream.iterator();
                    while(it.hasNext()){
                        byte[] message = it.next().message();
                        String indexName = "warning-message-";
                        try {
                            String schemaContesnt =Utils.readFileContent(schemaName);
                            _schema = new Schema.Parser().parse(schemaContesnt);
                            DatumReader<GenericRecord> reader1 = new GenericDatumReader<GenericRecord>(_schema);  
                            Decoder decoder1 = DecoderFactory.get().binaryDecoder(message, null);
                            GenericRecord result = (GenericRecord) reader1.read(null, decoder1);
                            GenericDatumWriter<Object>  w = new GenericDatumWriter<Object>(_schema);
                            ByteArrayOutputStream outputStream = new ByteArrayOutputStream();
                            JsonEncoder    jsonEncoder = EncoderFactory.get().jsonEncoder(_schema, outputStream);
                            w.write(result, jsonEncoder);
                            jsonEncoder.flush();
                            
                            String timestamp = _format.format(new Date(Long.parseLong(
                                    result.get("time_received").toString())));
                            indexName = indexName +timestamp;
                            IndexRequest index = new IndexRequest();
                            index.index(indexName);
                            index.type(typeName);
                            index.source(new String(outputStream.toByteArray()));
                            bulk.add(index);
                            if (bulk.numberOfActions() >= 20000) {
                                BulkResponse response = bulk.execute().actionGet();
                                long l1 = 0L;
                                //long currentTime = System.currentTimeMillis();
                                //if(currentTime>=starttime+120*1000){
                                //    System.out.println("stop........");　　　　　　定时停止任务代码
                                //    KafkaWarningAction.shutdown();
                                //    break;
                                //}
                                if (response.hasFailures()) {
                                    BulkItemResponse[] arrayOfBulkItemResponse1 = response.getItems();
                                    for (BulkItemResponse localBulkItemResponse : arrayOfBulkItemResponse1) {
                                        if (localBulkItemResponse.isFailed()) {
                                            l1 += 1L;
                                            System.out.println(
                                                    "bulk failure message " + localBulkItemResponse.getFailureMessage());
                                        }
                                    }
                                }
                                System.out.println("Inner  Failure  of article number is " + l1);
                                bulk = client.prepareBulk();
                            }
                            
                        } catch (IOException e) {
                            e.printStackTrace();
                        }
                    }
                    if (bulk.numberOfActions() > 0) {
                        BulkResponse response = bulk.execute().actionGet();
                        long l1 = 0L;
                        if (response.hasFailures()) {
                            BulkItemResponse[] arrayOfBulkItemResponse1 = response.getItems();
                            for (BulkItemResponse localBulkItemResponse : arrayOfBulkItemResponse1) {
                                if (localBulkItemResponse.isFailed()) {
                                    l1 += 1L;
                                    System.out.println(
                                            "bulk failure message " + localBulkItemResponse.getFailureMessage());
                                }
                            }
                        }
                        System.out.println("Failure of article number is " + l1);
                    }
                }
            
            });
        }
    }
    

}

package com.unimas.test;

import java.io.BufferedReader;
import java.io.File;
import java.io.FileReader;
import java.io.IOException;
import java.net.InetAddress;

import org.elasticsearch.client.Client;
import org.elasticsearch.client.transport.TransportClient;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.common.transport.InetSocketTransportAddress;

public class Utils {
    
        static TransportClient client = null;
        
        /*elasticSearch 1.5.0*/
//        static {
//            String clusterName = "SOCBigData";
//            String ip = "11.11.184.180";
//            Settings settings = ImmutableSettings.settingsBuilder().put("client.transport.sniff", true)
//                    .put("client.transport.nodes_sampler_interval", 60)
//                    .put("cluster.name",clusterName).build();
//            client = new TransportClient(settings);
//            client.addTransportAddress(new InetSocketTransportAddress(ip, 9300));
//            client.connectedNodes();
//        }
        
        /*elasticSearch 2.0.0*/
        static {
            //Config config = Config.getInstance();
//            String clusterName = config.getESClusterName();
//            String ip = config.getESIp();
            String clusterName = "udb_soc";
            String ip = "11.11.11.11";
            Settings settings = Settings.settingsBuilder().put("client.transport.sniff", false)
                    .put("client.transport.nodes_sampler_interval", "60s")
                    .put("cluster.name",clusterName).build();
            client = TransportClient.builder().settings(settings).build();
            for (String host : ip.split(",")) {
                try {
                    client.addTransportAddress(new InetSocketTransportAddress(InetAddress.getByName(host), 9300));
                } catch (Exception e) {
                    e.printStackTrace();
                }
            }
            client.connectedNodes();
        }
        
        public final static Client getClient() {
            return client;
        }
        
        
        
    // 参数string为你的文件名
        public static String readFileContent(String fileName) throws IOException {
            String path = "E:\\workspace\\DataImportV2.1\\target";
            File file = new File(path+"\\"+fileName);
            BufferedReader bf = new BufferedReader(new FileReader(file));
            String content = "";
            StringBuilder sb = new StringBuilder();

            while (content != null) {
                content = bf.readLine();

                if (content == null) {
                    break;
                }

                sb.append(content.trim());
            }
            
            bf.close();
            return sb.toString();
        }
}