ExecutorBuilder.java
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package com.yoho.trace.online;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.google.common.collect.Sets;
import com.yoho.trace.online.handler.TraceHandlerStarter;
import com.yoho.trace.sleuth.Spans;
import kafka.serializer.DefaultDecoder;
import org.apache.spark.SparkConf;
import org.apache.spark.api.java.function.Function0;
import org.apache.spark.streaming.Durations;
import org.apache.spark.streaming.api.java.JavaDStream;
import org.apache.spark.streaming.api.java.JavaPairInputDStream;
import org.apache.spark.streaming.api.java.JavaStreamingContext;
import org.apache.spark.streaming.kafka.KafkaUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import properties.PropertiesFactory;
import scala.Tuple2;
import java.nio.ByteBuffer;
import java.util.*;
/**
* Created by markeloff on 2017/7/28.
*/
public class ExecutorBuilder {
private static final Logger logger = LoggerFactory.getLogger(ExecutorBuilder.class);
private static final String APP_NAME = "trace-analyzer";
private Function0<SparkConf> sparkConf;
private Function0<JavaStreamingContext> streamingContext;
private Map<String, String> kafkaParamMap = new HashMap<>();
private String checkpointDir = "/spark/checkpoint/trace";
public ExecutorBuilder sparkConf() {
sparkConf = () -> new SparkConf().setAppName(APP_NAME).set("spark.serializer", "org.apache.spark.serializer.KryoSerializer");
return this;
}
public ExecutorBuilder sparkConf(final String master) {
this.sparkConf = () -> new SparkConf().setAppName(APP_NAME).setMaster(master);
return this;
}
public ExecutorBuilder javaStreamingContext() {
assertNotNull(sparkConf, "SparkConf未初始化!!");
assertNotNull(PropertiesFactory.spark(), "Spark duration未配置!!");
streamingContext = () -> new JavaStreamingContext(sparkConf.call(),
Durations.seconds(PropertiesFactory.spark().getDuration()));
return this;
}
public ExecutorBuilder kafkaParamMap() {
assertNotNull(PropertiesFactory.kafka().getBrokers(), "kafka brokers未配置!!");
assertNotNull(PropertiesFactory.kafka().getGroup(), "kafka group!!");
assertNotNull(PropertiesFactory.kafka().getTopic(), "kafka topic未配置!!");
this.kafkaParamMap = new HashMap<>();
this.kafkaParamMap.put("bootstrap.servers", PropertiesFactory.kafka().getBrokers());
this.kafkaParamMap.put("fetch.message.max.bytes", "104857600");
this.kafkaParamMap.put("group.id", PropertiesFactory.kafka().getGroup());
return this;
}
public ExecutorBuilder checkpointDir(String checkpointDir) {
this.checkpointDir = checkpointDir;
return this;
}
public JavaStreamingContext build() {
return JavaStreamingContext.getOrCreate(this.checkpointDir, () -> {
JavaStreamingContext jsc = this.streamingContext.call();
HashSet<String> topics = Sets.newHashSet(PropertiesFactory.kafka().getTopic());
JavaPairInputDStream<byte[], byte[]> kafkaPairInputStream = KafkaUtils.createDirectStream(jsc,
byte[].class,
byte[].class,
DefaultDecoder.class,
DefaultDecoder.class,
this.kafkaParamMap,
topics);
JavaDStream<Spans> kafkaMsgDStream = kafkaPairInputStream.mapPartitions(msgIterator -> {
List<Spans> messages = new ArrayList<>();
ObjectMapper jacksonMapper = new ObjectMapper();
long current = System.currentTimeMillis() ;
while (msgIterator.hasNext()) {
Tuple2<byte[], byte[]> msgTuple2 = msgIterator.next();
byte[] newPayload = extractHeaders(msgTuple2._2());
if (logger.isDebugEnabled()) {
logger.debug("-------recevie from kafka ===》{}", new String(newPayload));
}
if (newPayload != null && newPayload.length > 0) {
Spans spans = null;
try {
spans = jacksonMapper.readValue(newPayload, Spans.class);
spans.setReceive(current);
} catch (Exception e) {
logger.error("input spans:{}", e);
}
if (spans != null && spans.getSpans() != null) {
messages.add(spans);
}
}
}
logger.info("kafkaPairInputStream.mapPartitions elapse {} , size {}", System.currentTimeMillis() - current, messages.size());
return messages.iterator();
});
kafkaMsgDStream.cache();
TraceHandlerStarter.start(kafkaMsgDStream);
jsc.checkpoint(this.checkpointDir);
addShutdownHook(jsc);
return jsc;
});
}
private void assertNotNull(Object ob, String alarm) {
if (ob == null || "".equals(ob)) throw new RuntimeException(alarm);
}
private static void addShutdownHook(final JavaStreamingContext jsc) {
Runtime.getRuntime().addShutdownHook(new Thread(() -> {
try {
logger.info("addShutdownHook is called");
jsc.stop(true, true);
} catch (Exception e) {
logger.error("{}", e);
}
}));
}
private static byte[] extractHeaders(byte[] payload) {
ByteBuffer byteBuffer = ByteBuffer.wrap(payload);
byteBuffer.get();
byteBuffer.get();
byte[] newPayload = new byte[byteBuffer.remaining()];
byteBuffer.get(newPayload);
return newPayload;
}
}