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/**
 * 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.impl.recommender.svd;

import java.util.Collection;
import java.util.concurrent.Callable;

import org.apache.mahout.cf.taste.common.Refreshable;
import org.apache.mahout.cf.taste.common.TasteException;
import org.apache.mahout.cf.taste.impl.common.FastByIDMap;
import org.apache.mahout.cf.taste.impl.common.LongPrimitiveIterator;
import org.apache.mahout.cf.taste.impl.common.RefreshHelper;
import org.apache.mahout.cf.taste.model.DataModel;

/**
 * base class for {@link Factorizer}s, provides ID to index mapping
 */
public abstract class AbstractFactorizer implements Factorizer {

  private final DataModel dataModel;
  private FastByIDMap userIDMapping;
  private FastByIDMap itemIDMapping;
  private final RefreshHelper refreshHelper;

  protected AbstractFactorizer(DataModel dataModel) throws TasteException {
    this.dataModel = dataModel;
    buildMappings();
    refreshHelper = new RefreshHelper(new Callable() {
      @Override
      public Object call() throws TasteException {
        buildMappings();
        return null;
      }
    });
    refreshHelper.addDependency(dataModel);
  }
  
  private void buildMappings() throws TasteException {
    userIDMapping = createIDMapping(dataModel.getNumUsers(), dataModel.getUserIDs());
    itemIDMapping = createIDMapping(dataModel.getNumItems(), dataModel.getItemIDs());
  }

  protected Factorization createFactorization(double[][] userFeatures, double[][] itemFeatures) {
    return new Factorization(userIDMapping, itemIDMapping, userFeatures, itemFeatures);
  }

  protected Integer userIndex(long userID) {
    Integer userIndex = userIDMapping.get(userID);
    if (userIndex == null) {
      userIndex = userIDMapping.size();
      userIDMapping.put(userID, userIndex);
    }
    return userIndex;
  }

  protected Integer itemIndex(long itemID) {
    Integer itemIndex = itemIDMapping.get(itemID);
    if (itemIndex == null) {
      itemIndex = itemIDMapping.size();
      itemIDMapping.put(itemID, itemIndex);
    }
    return itemIndex;
  }

  private static FastByIDMap createIDMapping(int size, LongPrimitiveIterator idIterator) {
    FastByIDMap mapping = new FastByIDMap(size);
    int index = 0;
    while (idIterator.hasNext()) {
      mapping.put(idIterator.nextLong(), index++);
    }
    return mapping;
  }

  @Override
  public void refresh(Collection alreadyRefreshed) {
    refreshHelper.refresh(alreadyRefreshed);
  }
  
}
 















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