/* * 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.lucene.util; import java.util.Comparator; /** Implementation of the quick select algorithm. * <p>It uses the median of the first, middle and last values as a pivot and * falls back to a heap sort when the number of recursion levels exceeds * {@code 2 lg(n)}, as a consequence it runs in linear time on average and in * {@code n log(n)} time in the worst case.</p> * @lucene.internal */ public abstract class IntroSelector extends Selector { @Override public final void select(int from, int to, int k) { checkArgs(from, to, k); final int maxDepth = 2 * MathUtil.log(to - from, 2); quickSelect(from, to, k, maxDepth); } // heap sort // TODO: use median of median instead to have linear worst-case rather than // n*log(n) void slowSelect(int from, int to, int k) { new Sorter() { @Override protected void swap(int i, int j) { IntroSelector.this.swap(i, j); } @Override protected int compare(int i, int j) { return IntroSelector.this.compare(i, j); } public void sort(int from, int to) { heapSort(from, to); } }.sort(from, to); } private void quickSelect(int from, int to, int k, int maxDepth) { assert from <= k; assert k < to; if (to - from == 1) { return; } if (--maxDepth < 0) { slowSelect(from, to, k); return; } final int mid = (from + to) >>> 1; // heuristic: we use the median of the values at from, to-1 and mid as a pivot if (compare(from, to - 1) > 0) { swap(from, to - 1); } if (compare(to - 1, mid) > 0) { swap(to - 1, mid); if (compare(from, to - 1) > 0) { swap(from, to - 1); } } setPivot(to - 1); int left = from + 1; int right = to - 2; for (;;) { while (comparePivot(left) > 0) { ++left; } while (left < right && comparePivot(right) <= 0) { --right; } if (left < right) { swap(left, right); --right; } else { break; } } swap(left, to - 1); if (left == k) { return; } else if (left < k) { quickSelect(left + 1, to, k, maxDepth); } else { quickSelect(from, left, k, maxDepth); } } /** Compare entries found in slots <code>i</code> and <code>j</code>. * The contract for the returned value is the same as * {@link Comparator#compare(Object, Object)}. */ protected int compare(int i, int j) { setPivot(i); return comparePivot(j); } /** Save the value at slot <code>i</code> so that it can later be used as a * pivot, see {@link #comparePivot(int)}. */ protected abstract void setPivot(int i); /** Compare the pivot with the slot at <code>j</code>, similarly to * {@link #compare(int, int) compare(i, j)}. */ protected abstract int comparePivot(int j); }