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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.mahout.fpm.pfpgrowth.dataset;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Collection;
import java.util.List;
import java.util.regex.Pattern;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Mapper;
import org.apache.mahout.common.Parameters;
import org.apache.mahout.common.StringTuple;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* Splits the line using a {@link Pattern} and outputs key as given by the groupingFields
*
*/
public class KeyBasedStringTupleMapper extends Mapper {
private static final Logger log = LoggerFactory.getLogger(KeyBasedStringTupleMapper.class);
private Pattern splitter;
private int[] selectedFields;
private int[] groupingFields;
@Override
protected void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {
String[] fields = splitter.split(value.toString());
if (fields.length != 4) {
log.info("{} {}", fields.length, value.toString());
context.getCounter("Map", "ERROR").increment(1);
return;
}
Collection oKey = new ArrayList<>();
for (int groupingField : groupingFields) {
oKey.add(fields[groupingField]);
context.setStatus(fields[groupingField]);
}
List oValue = new ArrayList<>();
for (int selectedField : selectedFields) {
oValue.add(fields[selectedField]);
}
context.write(new Text(oKey.toString()), new StringTuple(oValue));
}
@Override
protected void setup(Context context) throws IOException, InterruptedException {
super.setup(context);
Parameters params = new Parameters(context.getConfiguration().get("job.parameters", ""));
splitter = Pattern.compile(params.get("splitPattern", "[ \t]*\t[ \t]*"));
int selectedFieldCount = Integer.valueOf(params.get("selectedFieldCount", "0"));
selectedFields = new int[selectedFieldCount];
for (int i = 0; i < selectedFieldCount; i++) {
selectedFields[i] = Integer.valueOf(params.get("field" + i, "0"));
}
int groupingFieldCount = Integer.valueOf(params.get("groupingFieldCount", "0"));
groupingFields = new int[groupingFieldCount];
for (int i = 0; i < groupingFieldCount; i++) {
groupingFields[i] = Integer.valueOf(params.get("gfield" + i, "0"));
}
}
}
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