NLineInputFormat.java
上传用户:quxuerui
上传日期:2018-01-08
资源大小:41811k
文件大小:4k
- /**
- * 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
- * regarding copyright ownership. The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License. You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
- package org.apache.hadoop.mapred.lib;
- import java.io.IOException;
- import java.util.ArrayList;
- import org.apache.hadoop.fs.FSDataInputStream;
- import org.apache.hadoop.fs.FileStatus;
- import org.apache.hadoop.fs.FileSystem;
- import org.apache.hadoop.fs.Path;
- import org.apache.hadoop.io.LongWritable;
- import org.apache.hadoop.io.Text;
- import org.apache.hadoop.mapred.FileInputFormat;
- import org.apache.hadoop.mapred.FileSplit;
- import org.apache.hadoop.mapred.InputSplit;
- import org.apache.hadoop.mapred.JobConf;
- import org.apache.hadoop.mapred.JobConfigurable;
- import org.apache.hadoop.mapred.LineRecordReader;
- import org.apache.hadoop.mapred.RecordReader;
- import org.apache.hadoop.mapred.Reporter;
- import org.apache.hadoop.util.LineReader;
- /**
- * NLineInputFormat which splits N lines of input as one split.
- *
- * In many "pleasantly" parallel applications, each process/mapper
- * processes the same input file (s), but with computations are
- * controlled by different parameters.(Referred to as "parameter sweeps").
- * One way to achieve this, is to specify a set of parameters
- * (one set per line) as input in a control file
- * (which is the input path to the map-reduce application,
- * where as the input dataset is specified
- * via a config variable in JobConf.).
- *
- * The NLineInputFormat can be used in such applications, that splits
- * the input file such that by default, one line is fed as
- * a value to one map task, and key is the offset.
- * i.e. (k,v) is (LongWritable, Text).
- * The location hints will span the whole mapred cluster.
- */
- public class NLineInputFormat extends FileInputFormat<LongWritable, Text>
- implements JobConfigurable {
- private int N = 1;
- public RecordReader<LongWritable, Text> getRecordReader(
- InputSplit genericSplit,
- JobConf job,
- Reporter reporter)
- throws IOException {
- reporter.setStatus(genericSplit.toString());
- return new LineRecordReader(job, (FileSplit) genericSplit);
- }
- /**
- * Logically splits the set of input files for the job, splits N lines
- * of the input as one split.
- *
- * @see org.apache.hadoop.mapred.FileInputFormat#getSplits(JobConf, int)
- */
- public InputSplit[] getSplits(JobConf job, int numSplits)
- throws IOException {
- ArrayList<FileSplit> splits = new ArrayList<FileSplit>();
- for (FileStatus status : listStatus(job)) {
- Path fileName = status.getPath();
- if (status.isDir()) {
- throw new IOException("Not a file: " + fileName);
- }
- FileSystem fs = fileName.getFileSystem(job);
- LineReader lr = null;
- try {
- FSDataInputStream in = fs.open(fileName);
- lr = new LineReader(in, job);
- Text line = new Text();
- int numLines = 0;
- long begin = 0;
- long length = 0;
- int num = -1;
- while ((num = lr.readLine(line)) > 0) {
- numLines++;
- length += num;
- if (numLines == N) {
- splits.add(new FileSplit(fileName, begin, length, new String[]{}));
- begin += length;
- length = 0;
- numLines = 0;
- }
- }
- if (numLines != 0) {
- splits.add(new FileSplit(fileName, begin, length, new String[]{}));
- }
-
- } finally {
- if (lr != null) {
- lr.close();
- }
- }
- }
- return splits.toArray(new FileSplit[splits.size()]);
- }
- public void configure(JobConf conf) {
- N = conf.getInt("mapred.line.input.format.linespermap", 1);
- }
- }