/* * 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.cf.taste.hadoop.item; import java.io.DataInput; import java.io.DataOutput; import java.io.IOException; import java.util.List; import com.google.common.collect.Lists; import org.apache.hadoop.io.Writable; import org.apache.mahout.math.Varint; import org.apache.mahout.math.Vector; import org.apache.mahout.math.VectorWritable; public final class VectorAndPrefsWritable implements Writable { private Vector vector; private List<Long> userIDs; private List<Float> values; public VectorAndPrefsWritable() { } public VectorAndPrefsWritable(Vector vector, List<Long> userIDs, List<Float> values) { this.vector = vector; this.userIDs = userIDs; this.values = values; } public Vector getVector() { return vector; } public List<Long> getUserIDs() { return userIDs; } public List<Float> getValues() { return values; } @Override public void write(DataOutput out) throws IOException { VectorWritable vw = new VectorWritable(vector); vw.setWritesLaxPrecision(true); vw.write(out); Varint.writeUnsignedVarInt(userIDs.size(), out); for (int i = 0; i < userIDs.size(); i++) { Varint.writeSignedVarLong(userIDs.get(i), out); out.writeFloat(values.get(i)); } } @Override public void readFields(DataInput in) throws IOException { VectorWritable writable = new VectorWritable(); writable.readFields(in); vector = writable.get(); int size = Varint.readUnsignedVarInt(in); userIDs = Lists.newArrayListWithCapacity(size); values = Lists.newArrayListWithCapacity(size); for (int i = 0; i < size; i++) { userIDs.add(Varint.readSignedVarLong(in)); values.add(in.readFloat()); } } @Override public String toString() { return vector + "\t" + userIDs + '\t' + values; } }