As we all know , up to Spark 1.6.2, JavaSparkContext only provides two kinds of accumulators: Integer and Double. However, unfortunately I've met with problems of Integer overflow and the program returned me a negative number. So I have to use origin…
1.spark是什么? Spark是基于内存计算的大数据并行计算框架. 1.1 Spark基于内存计算 相比于MapReduce基于IO计算,提高了在大数据环境下数据处理的实时性. 1.2 高容错性和高可伸缩性 与mapreduce框架相同,允许用户将Spark部署在大量廉价硬件之上,形成集群. 2.spark编程 每一个spark应用程序都包含一个驱动程序(driver program ),他会运行用户的main函数,并在集群上执行各种并行操作(parallel operations) spa…
转载自:http://www.jianshu.com/p/082ef79c63c1 broadcast 官方文档描述: Broadcast a read-only variable to the cluster, returning a [[org.apache.spark.broadcast.Broadcast]] object for reading it in distributed functions. The variable will be sent to each cluster …
不多说,直接上干货! spark-1.6.1-bin-hadoop2.6里Basic包下的JavaPageRank.java /* * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regar…
broadcast 官方文档描述: Broadcast a read-only variable to the cluster, returning a [[org.apache.spark.broadcast.Broadcast]] object for reading it in distributed functions. The variable will be sent to each cluster only once.   函数原型: def broadcast[T](value:…
public class Main implements Serializable { /** * */ private static final long serialVersionUID = -8513279306224995844L; private static final String MYSQL_USERNAME = "demo"; private static final String MYSQL_PWD = "demo"; private stati…
package com.gosun.spark1; import java.util.ArrayList;import java.util.List;import java.util.Properties; import org.apache.spark.SparkConf;import org.apache.spark.api.java.JavaRDD;import org.apache.spark.api.java.JavaSparkContext;import org.apache.spa…
  读accumlator JobManager 在job finish的时候会汇总accumulator的值, newJobStatus match { case JobStatus.FINISHED => try { val accumulatorResults = executionGraph.getAccumulatorsSerialized() val result = new SerializedJobExecutionResult( jobID, jobInfo.duration,…
spark编程练习 申明:以下代码仅作学习参考使用,勿使用在商业用途. Wordcount UserMining TweetMining HashtagMining InvertedIndex Test Test代码 package tutorial; import java.util.Arrays; import java.util.List; import org.apache.spark.SparkConf; import org.apache.spark.api.java.JavaRDD…
1 节点说明   IP Role 192.168.1.111 ActiveNameNode 192.168.1.112 StandbyNameNode,Master,Worker 192.168.1.113 DataNode,Master,Worker 192.168.1.114 DataNode,Worker HDFS集群和Spark集群之间节点共用. 2 安装HDFS 见HDFS2.X和Hive的安装部署文档:http://www.cnblogs.com/Scott007/p/3614960…