InputFormat到key-value產生流程

標籤：

public abstract class InputFormat<K, V> {

  public abstract
    List<InputSplit> getSplits(JobContext context
                               ) throws IOException, InterruptedException;
 
  public abstract
    RecordReader<K,V> createRecordReader(InputSplit split,
                                         TaskAttemptContext context
                                        ) throws IOException,
                                                 InterruptedException;

}

public abstract class FileInputFormat<K, V> extends InputFormat<K, V> {

public class TextInputFormat extends FileInputFormat<LongWritable, Text> {

getSplits方法，獲得對輸入檔案的切分數量，每一個split對應一個map。
建立RecordReader，該RecordReader接收切分好的split，實現nextKeyValue、getCurrentKey、getCurrentValue。

如下所示，每個map類都會繼承Mapper類，在Mapper類中，run方法會調用InputFormat中的RecordReader來獲得key、value

public class Mapper<KEYIN, VALUEIN, KEYOUT, VALUEOUT> {
  /**
   * Expert users can override this method for more complete control over the
   * execution of the Mapper.
   * @param context
   * @throws IOException
   */
  public void run(Context context) throws IOException, InterruptedException {
    setup(context);
    try {
      while (context.nextKeyValue()) {
        map(context.getCurrentKey(), context.getCurrentValue(), context);
      }
    } finally {
      cleanup(context);
    }
  }
}

InputFormat到key-value產生流程