/*********************************************************************************************************************** * Copyright (C) 2010-2013 by the Stratosphere project (http://stratosphere.eu) * * Licensed 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 eu.stratosphere.test.recordJobs.kmeans.udfs; import java.util.ArrayList; import java.util.List; import eu.stratosphere.api.java.record.io.DelimitedInputFormat; import eu.stratosphere.types.IntValue; import eu.stratosphere.types.Record; /** * Generates records with an id and a and CoordVector. * The input format is line-based, i.e. one record is read from one line * which is terminated by '\n'. Within a line the first '|' character separates * the id from the the CoordVector. The vector consists of a vector of decimals. * The decimals are separated by '|' as well. The id is the id of a data point or * cluster center and the CoordVector the corresponding position (coordinate * vector) of the data point or cluster center. Example line: * "42|23.23|52.57|74.43| Id: 42 Coordinate vector: (23.23, 52.57, 74.43) */ public class PointInFormat extends DelimitedInputFormat { private static final long serialVersionUID = 1L; private final IntValue idInteger = new IntValue(); private final CoordVector point = new CoordVector(); private final List<Double> dimensionValues = new ArrayList<Double>(); private double[] pointValues = new double[0]; @Override public Record readRecord(Record record, byte[] line, int offset, int numBytes) { final int limit = offset + numBytes; int id = -1; int value = 0; int fractionValue = 0; int fractionChars = 0; boolean negative = false; this.dimensionValues.clear(); for (int pos = offset; pos < limit; pos++) { if (line[pos] == '|') { // check if id was already set if (id == -1) { id = value; } else { double v = value + ((double) fractionValue) * Math.pow(10, (-1 * (fractionChars - 1))); this.dimensionValues.add(negative ? -v : v); } // reset value value = 0; fractionValue = 0; fractionChars = 0; negative = false; } else if (line[pos] == '.') { fractionChars = 1; } else if (line[pos] == '-') { negative = true; } else { if (fractionChars == 0) { value *= 10; value += line[pos] - '0'; } else { fractionValue *= 10; fractionValue += line[pos] - '0'; fractionChars++; } } } // set the ID this.idInteger.setValue(id); record.setField(0, this.idInteger); // set the data points if (this.pointValues.length != this.dimensionValues.size()) { this.pointValues = new double[this.dimensionValues.size()]; } for (int i = 0; i < this.pointValues.length; i++) { this.pointValues[i] = this.dimensionValues.get(i); } this.point.setCoordinates(this.pointValues); record.setField(1, this.point); return record; } }