/** * 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.mapreduce.lib.fieldsel; import java.io.IOException; import java.util.ArrayList; import java.util.List; import org.apache.commons.logging.Log; import org.apache.commons.logging.LogFactory; import org.apache.hadoop.classification.InterfaceAudience; import org.apache.hadoop.classification.InterfaceStability; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Mapper; import org.apache.hadoop.mapreduce.lib.input.TextInputFormat; /** * This class implements a mapper class that can be used to perform * field selections in a manner similar to unix cut. The input data is treated * as fields separated by a user specified separator (the default value is * "\t"). The user can specify a list of fields that form the map output keys, * and a list of fields that form the map output values. If the inputformat is * TextInputFormat, the mapper will ignore the key to the map function. and the * fields are from the value only. Otherwise, the fields are the union of those * from the key and those from the value. * * The field separator is under attribute "mapreduce.fieldsel.data.field.separator" * * The map output field list spec is under attribute * "mapreduce.fieldsel.map.output.key.value.fields.spec". * The value is expected to be like * "keyFieldsSpec:valueFieldsSpec" key/valueFieldsSpec are comma (,) separated * field spec: fieldSpec,fieldSpec,fieldSpec ... Each field spec can be a * simple number (e.g. 5) specifying a specific field, or a range (like 2-5) * to specify a range of fields, or an open range (like 3-) specifying all * the fields starting from field 3. The open range field spec applies value * fields only. They have no effect on the key fields. * * Here is an example: "4,3,0,1:6,5,1-3,7-". It specifies to use fields * 4,3,0 and 1 for keys, and use fields 6,5,1,2,3,7 and above for values. */ @InterfaceAudience.Public @InterfaceStability.Stable public class FieldSelectionMapper<K, V> extends Mapper<K, V, Text, Text> { private String mapOutputKeyValueSpec; private boolean ignoreInputKey; private String fieldSeparator = "\t"; private List<Integer> mapOutputKeyFieldList = new ArrayList<Integer>(); private List<Integer> mapOutputValueFieldList = new ArrayList<Integer>(); private int allMapValueFieldsFrom = -1; public static final Log LOG = LogFactory.getLog("FieldSelectionMapReduce"); public void setup(Context context) throws IOException, InterruptedException { Configuration conf = context.getConfiguration(); this.fieldSeparator = conf.get(FieldSelectionHelper.DATA_FIELD_SEPERATOR, "\t"); this.mapOutputKeyValueSpec = conf.get(FieldSelectionHelper.MAP_OUTPUT_KEY_VALUE_SPEC, "0-:"); try { this.ignoreInputKey = TextInputFormat.class.getCanonicalName().equals( context.getInputFormatClass().getCanonicalName()); } catch (ClassNotFoundException e) { throw new IOException("Input format class not found", e); } allMapValueFieldsFrom = FieldSelectionHelper.parseOutputKeyValueSpec( mapOutputKeyValueSpec, mapOutputKeyFieldList, mapOutputValueFieldList); LOG.info(FieldSelectionHelper.specToString(fieldSeparator, mapOutputKeyValueSpec, allMapValueFieldsFrom, mapOutputKeyFieldList, mapOutputValueFieldList) + "\nignoreInputKey:" + ignoreInputKey); } /** * The identify function. Input key/value pair is written directly to output. */ public void map(K key, V val, Context context) throws IOException, InterruptedException { FieldSelectionHelper helper = new FieldSelectionHelper( FieldSelectionHelper.emptyText, FieldSelectionHelper.emptyText); helper.extractOutputKeyValue(key.toString(), val.toString(), fieldSeparator, mapOutputKeyFieldList, mapOutputValueFieldList, allMapValueFieldsFrom, ignoreInputKey, true); context.write(helper.getKey(), helper.getValue()); } }