今天在对reduce的参数Iterable进行迭代时,发现一个问题,即Iterator的next()方法每次返回的是同一个对象,next()只是修改了Writable对象的值,而不是从新返回一个新的Writable对象。java
使用wordcount来验证:apache
个人代码以下:
oop
protected void reduce(Text key, Iterable<IntWritable> values, Reducer<Text, IntWritable, Text, IntWritable>.Context context) throws IOException, InterruptedException { int sum = 0; // 保存每一个IntWritable到list List<IntWritable> intWritables = new ArrayList<IntWritable>(); for (IntWritable val : values) { intWritables.add(val); sum += val.get(); } if(intWritables.size() > 1) { // 当list size大于1时,验证第一个元素和第二个元素是不是同一个对象 System.out.println("objects is same -> " + (intWritables.get(0) == intWritables.get(1))); } result.set(sum); context.write(key, result); }
日志输出:spa
objects is same -> true日志
这个Iterable的实现是org.apache.hadoop.mapreduce.task.ReduceContextImpl.ValueIterablecode
Iterator实现是org.apache.hadoop.mapreduce.task.ReduceContextImpl.ValueIteratororm
其中next()实现时,调用的是org.apache.hadoop.io.serializer.WritableSerialization的deserialize(Writable w)方法,对象
Writable deserialize(Writable w) IOException { Writable writable; (w == ) { writable = (Writable) ReflectionUtils.(, getConf()); } { writable = w; } writable.readFields(); writable; }
该方法只是调用了入参w的readFields方法,并无建立新对象,除非w是nullhadoop