/* * 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.flink.test.util; import java.io.IOException; import java.util.ArrayList; import java.util.List; import org.apache.flink.api.common.io.DelimitedInputFormat; import org.apache.flink.api.java.tuple.Tuple2; /** * 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 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<Tuple2<Integer, CoordVector>> { private static final long serialVersionUID = 1L; private final List<Double> dimensionValues = new ArrayList<Double>(); private double[] pointValues = new double[0]; @Override public Tuple2<Integer, CoordVector> readRecord(Tuple2<Integer, CoordVector> reuse, byte[] bytes, int offset, int numBytes) throws IOException { 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 (bytes[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 (bytes[pos] == '.') { fractionChars = 1; } else if (bytes[pos] == '-') { negative = true; } else { if (fractionChars == 0) { value *= 10; value += bytes[pos] - '0'; } else { fractionValue *= 10; fractionValue += bytes[pos] - '0'; fractionChars++; } } } // set the ID reuse.f0 = id; // 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); } reuse.f1 = new CoordVector(this.pointValues); return reuse; } }