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Merge pull request #2 from mlepage/master
Using the 2-gram data
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src/main/java/org/hackreduce/examples/ngram/two_gram/HackRecordCounter.java
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package org.hackreduce.examples.ngram.two_gram; | ||
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import java.io.IOException; | ||
import java.util.Arrays; | ||
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import org.apache.hadoop.conf.Configuration; | ||
import org.apache.hadoop.io.LongWritable; | ||
import org.apache.hadoop.io.Text; | ||
import org.apache.hadoop.mapreduce.Job; | ||
import org.apache.hadoop.util.ToolRunner; | ||
import org.hackreduce.mappers.ModelMapper; | ||
import org.hackreduce.mappers.ngram.TwoGramMapper; | ||
import org.hackreduce.models.ngram.TwoGram; | ||
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/** | ||
* This MapReduce job will count the total number of {@link TwoGram} records in the data dump. | ||
* | ||
*/ | ||
public class HackRecordCounter extends org.hackreduce.examples.RecordCounter { | ||
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public enum Count { | ||
TOTAL_RECORDS | ||
} | ||
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public static class HackRecordCounterMapper extends TwoGramMapper<Text, LongWritable> { | ||
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// Our own made up key to send all counts to a single Reducer, so we can | ||
// aggregate a total value. | ||
public static final Text TOTAL_COUNT = new Text("total"); | ||
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// Just to save on object instantiation | ||
public static final LongWritable ONE_COUNT = new LongWritable(1); | ||
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@Override | ||
protected void map(TwoGram record, Context context) throws IOException, InterruptedException { | ||
// Count only anagrams by returning early if not an anagram | ||
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// Simple length check should usually suffice | ||
//if (record.getGram1().length() != record.getGram2().length()) return; | ||
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// Same length, so sort lowercase characters to compare | ||
//char[] g1 = record.getGram1().toLowerCase().toCharArray(); | ||
//char[] g2 = record.getGram2().toLowerCase().toCharArray(); | ||
//Arrays.sort(g1); | ||
//Arrays.sort(g2); | ||
//if (!Arrays.equals(g1, g2)) return; | ||
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// Write out count of one, keyed by the canonicalized gram | ||
//context.write(new Text(new String(g1)), new LongWritable(record.getMatchCount())); | ||
//context.getCounter(Count.TOTAL_RECORDS).increment(1); | ||
//context.write(TOTAL_COUNT, ONE_COUNT); | ||
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// Count alliteration by returning early if not matching first letter | ||
String g1 = record.getGram1(); | ||
String g2 = record.getGram2(); | ||
if (g2 == null || g1.length() < 3 || g2.length() < 3) return; | ||
if (!g1.matches("[a-zA-Z]+") || !g2.matches("[a-zA-Z]+")) return; | ||
char c1 = g1.charAt(0); | ||
char c2 = g2.charAt(0); | ||
if (!Character.isLetter(c1) || !Character.isLetter(c2)) return; | ||
c1 = Character.toUpperCase(c1); | ||
c2 = Character.toUpperCase(c2); | ||
if (c1 != c2) return; | ||
// Write alliteration by year, letter, count | ||
context.write( | ||
new Text("" + c1 + " " + Integer.toString(record.getYear())), | ||
new LongWritable(record.getMatchCount())); | ||
} | ||
} | ||
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@Override | ||
public void configureJob(Job job) { | ||
// The flight data dumps comes in as a CSV file (text input), so we configure | ||
// the job to use this format. | ||
TwoGramMapper.configureJob(job); | ||
} | ||
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@Override | ||
public Class<? extends ModelMapper<?, ?, ?, ?, ?>> getMapper() { | ||
return HackRecordCounterMapper.class; | ||
} | ||
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public static void main(String[] args) throws Exception { | ||
int result = ToolRunner.run(new Configuration(), new HackRecordCounter(), args); | ||
System.exit(result); | ||
} | ||
} |
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