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Reducer方法的输入参数key为单个单词,而values是由各Mapper上对应单词的计数值所组成 34大数据技术概论 的列表,所以只要遍历values并求和,即可得到某个单词出现的总次数。 (3)WordCount的程序结构 按照一定的规则指定程序的输入和输出目录,并提交到Hadoop集群中。作业在Hadoop 中的执行过程如下所述。Hadoop将输入数据切分...
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Reducer Task 从Map Task的执行结果中,远程读取输入数据,对数据进行排序,将数据按照分组传递给用户编写的reduce函数执行 3.3 Yarn架构及角色 1》Resourcemanager处理客户端请求, 将任务分发给NodeManager; 2》NodeManager调用Container和ApplicationMaster; Resourcemanager作用 1》处理客户端请求,资源分配与调度; 2》...
[28] Consolidation shuffle Spark1.2.0 Spark shufflemanager Sort-basedShuf- fleHash-basedShuffle Sort-basedShuffle Reducer ID Reducer fseek Sort-based Shuffle records Map I/O Spark 1.4.0+ Shufflemanager Tungsten- Sort[45] ID Shufflemanager 1objcectrelocation;2Shuffle aggregator;3Shuffle 16,777,...