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ELKI - Core DBIDs API – Open-Source Data-Mining Framework with Index Acceleration

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/*
 * This file is part of ELKI:
 * Environment for Developing KDD-Applications Supported by Index-Structures
 *
 * Copyright (C) 2022
 * ELKI Development Team
 *
 * This program is free software: you can redistribute it and/or modify
 * it under the terms of the GNU Affero General Public License as published by
 * the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
 * GNU Affero General Public License for more details.
 *
 * You should have received a copy of the GNU Affero General Public License
 * along with this program. If not, see .
 */
package elki.database.ids;

/**
 * Max heap for DBIDs.
 * 

* To instantiate, use: * {@link elki.database.ids.DBIDUtil#newMaxHeap}! * * @author Erich Schubert * @since 0.5.5 * * @opt nodefillcolor LemonChiffon */ public interface DoubleDBIDHeap extends DBIDRef { /** * Get the topmost value (the heap is a {@link DBIDRef}, referencing the top * element). * * @return value at top */ double peekKey(); /** * Remove the topmost element. */ void poll(); /** * Add a double-id pair to the heap * * @param key Key value * @param id ID number * @return Value of to the element at the top of the heap */ double insert(double key, DBIDRef id); /** * Add a double-id pair to the heap unless the heap grows beyond the given * maximum size. Beware of the following subtle details: *

    *
  • If the heap has fewer than "max" elements, the value is added. *
  • else, if the new value is "worse" than the top, it will replace the top * (and the heap will be repaired) *
  • for a min heap, this adds only larger value, for a max heap * only smaller values. This may seem odd, but it is equivalent to * adding the new element and then removing the top ("best") element. *
  • But: the heap will not be reduced to the given size *
* * @param distance Distance value * @param id ID number * @param max Maximum number of values * @return Distance to the element at the top of the heap */ double insert(double distance, DBIDRef id, int max); /** * Current size of heap. * * @return Heap size */ int size(); /** * Test if the heap is empty. * * @return true when empty. */ default boolean isEmpty() { return size() == 0; } /** * Clear the heap. */ void clear(); /** * Unordered iterator over the heap. * * @return Iterator */ DoubleDBIDIter unorderedIterator(); /** * Check if an object is already in the heap (slow scan). * * @param other Other object * @return {@code true} if contained */ boolean contains(DBIDRef other); }




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