/** * 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.Collection; import java.util.List; import java.util.regex.Pattern; import com.google.common.collect.Lists; 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<LongWritable,Text,Text,StringTuple> { 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<String> oKey = Lists.newArrayList(); for (int groupingField : groupingFields) { oKey.add(fields[groupingField]); context.setStatus(fields[groupingField]); } List<String> oValue = Lists.newArrayList(); 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")); } } }