AggregateWordHistogram.java
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上传日期:2018-01-08
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- /**
- * 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.examples;
- import java.io.IOException;
- import java.util.ArrayList;
- import java.util.Map.Entry;
- import org.apache.hadoop.io.Text;
- import org.apache.hadoop.mapred.JobClient;
- import org.apache.hadoop.mapred.JobConf;
- import org.apache.hadoop.mapred.lib.aggregate.ValueAggregatorBaseDescriptor;
- import org.apache.hadoop.mapred.lib.aggregate.ValueAggregatorJob;
- /**
- * This is an example Aggregated Hadoop Map/Reduce application. Computes the
- * histogram of the words in the input texts.
- *
- * To run: bin/hadoop jar hadoop-*-examples.jar aggregatewordhist <i>in-dir</i>
- * <i>out-dir</i> <i>numOfReducers</i> textinputformat
- *
- */
- public class AggregateWordHistogram {
- public static class AggregateWordHistogramPlugin
- extends ValueAggregatorBaseDescriptor {
-
- /**
- * Parse the given value, generate an aggregation-id/value pair per word.
- * The ID is of type VALUE_HISTOGRAM, with WORD_HISTOGRAM as the real id.
- * The value is WORDt1.
- *
- * @return a list of the generated pairs.
- */
- @Override
- public ArrayList<Entry<Text, Text>> generateKeyValPairs(Object key, Object val) {
- String words[] = val.toString().split(" |t");
- ArrayList<Entry<Text, Text>> retv = new ArrayList<Entry<Text, Text>>();
- for (int i = 0; i < words.length; i++) {
- Text valCount = new Text(words[i] + "t" + "1");
- Entry<Text, Text> en = generateEntry(VALUE_HISTOGRAM, "WORD_HISTOGRAM",
- valCount);
- retv.add(en);
- }
- return retv;
- }
-
- }
-
- /**
- * The main driver for word count map/reduce program. Invoke this method to
- * submit the map/reduce job.
- *
- * @throws IOException
- * When there is communication problems with the job tracker.
- */
- @SuppressWarnings("unchecked")
- public static void main(String[] args) throws IOException {
- JobConf conf = ValueAggregatorJob.createValueAggregatorJob(args
- , new Class[] {AggregateWordHistogramPlugin.class});
-
- JobClient.runJob(conf);
- }
-
- }