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Scalable machine learning libraries
/**
* 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.model;
import java.io.Serializable;
/**
* An alternate representation of an array of {@link Preference}. Implementations, in theory, can produce a
* more memory-efficient representation.
*/
public interface PreferenceArray extends Cloneable, Serializable, Iterable {
/**
* @return size of length of the "array"
*/
int length();
/**
* @param i
* index
* @return a materialized {@link Preference} representation of the preference at i
*/
Preference get(int i);
/**
* Sets preference at i from information in the given {@link Preference}
*
* @param i
* @param pref
*/
void set(int i, Preference pref);
/**
* @param i
* index
* @return user ID from preference at i
*/
long getUserID(int i);
/**
* Sets user ID for preference at i.
*
* @param i
* index
* @param userID
* new user ID
*/
void setUserID(int i, long userID);
/**
* @param i
* index
* @return item ID from preference at i
*/
long getItemID(int i);
/**
* Sets item ID for preference at i.
*
* @param i
* index
* @param itemID
* new item ID
*/
void setItemID(int i, long itemID);
/**
* @return all user or item IDs
*/
long[] getIDs();
/**
* @param i
* index
* @return preference value from preference at i
*/
float getValue(int i);
/**
* Sets preference value for preference at i.
*
* @param i
* index
* @param value
* new preference value
*/
void setValue(int i, float value);
/**
* @return independent copy of this object
*/
PreferenceArray clone();
/**
* Sorts underlying array by user ID, ascending.
*/
void sortByUser();
/**
* Sorts underlying array by item ID, ascending.
*/
void sortByItem();
/**
* Sorts underlying array by preference value, ascending.
*/
void sortByValue();
/**
* Sorts underlying array by preference value, descending.
*/
void sortByValueReversed();
/**
* @param userID
* user ID
* @return true if array contains a preference with given user ID
*/
boolean hasPrefWithUserID(long userID);
/**
* @param itemID
* item ID
* @return true if array contains a preference with given item ID
*/
boolean hasPrefWithItemID(long itemID);
}
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