PartitionsIterator.java
- /*
- * Licensed to the Hipparchus project under one or more
- * contributor license agreements. See the NOTICE file distributed with
- * this work for additional information regarding copyright ownership.
- * The Hipparchus project 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
- *
- * https://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.hipparchus.util;
- import java.lang.reflect.Array;
- import java.util.ArrayDeque;
- import java.util.ArrayList;
- import java.util.Iterator;
- import java.util.List;
- import java.util.NoSuchElementException;
- import java.util.Queue;
- /** Iterator for generating partitions.
- * <p>
- * This class implements the iterative algorithm described in
- * <a href="https://academic.oup.com/comjnl/article/32/3/281/331557">Short Note:
- * A Fast Iterative Algorithm for Generating Set Partitions</a>
- * by B. Djokić, M. Miyakawa, S. Sekiguchi, I. Semba, and I. Stojmenović
- * (The Computer Journal, Volume 32, Issue 3, 1989, Pages 281–282,
- * <a href="https://doi.org/10.1093/comjnl/32.3.281">https://doi.org/10.1093/comjnl/32.3.281</a>
- * </p>
- * @param <T> type of the elements
- * @since 2.2
- */
- class PartitionsIterator<T> implements Iterator<List<T>[]> {
- /** List to partition. */
- private final List<T> list;
- /** Number of elements to partition. */
- private final int n;
- /** Mapping from elements indices to parts indices. */
- private final int[] partIndex;
- /** Backtracking array. */
- private final int[] backTrack;
- /** Current part index. */
- private int r;
- /** Current backtrack index. */
- private int j;
- /** Pending parts already generated. */
- private final Queue<List<T>[]> pending;
- /** Indicator for exhausted partitions. */
- private boolean exhausted;
- /** Simple constructor.
- * @param list list to partition
- */
- PartitionsIterator(final List<T> list) {
- this.list = list;
- this.n = list.size();
- this.partIndex = new int[list.size()];
- this.backTrack = new int[list.size() - 1];
- this.r = 0;
- this.j = 0;
- this.pending = new ArrayDeque<>(n);
- // generate a first set of partitions
- generate();
- }
- /** Generate one set of partitions.
- */
- private void generate() {
- // put elements in the first part
- while (r < n - 2) {
- partIndex[++r] = 0;
- backTrack[++j] = r;
- }
- // generate partitions
- for (int i = 0; i < n - j; ++i) {
- // fill-up final element
- partIndex[n - 1] = i;
- // count the number of parts in this partition
- int max = 0;
- for (final int index : partIndex) {
- max = FastMath.max(max, index);
- }
- // prepare storage
- @SuppressWarnings("unchecked")
- final List<T>[] partition = (List<T>[]) Array.newInstance(List.class, max + 1);
- for (int k = 0; k < partition.length; ++k) {
- partition[k] = new ArrayList<>(n);
- }
- // distribute elements in the parts
- for (int k = 0; k < partIndex.length; ++k) {
- partition[partIndex[k]].add(list.get(k));
- }
- // add the generated partition to the pending queue
- pending.add(partition);
- }
- // backtrack to generate next partition
- r = backTrack[j];
- partIndex[r]++;
- if (partIndex[r] > r - j) {
- --j;
- }
- // keep track of end of generation
- exhausted = r == 0;
- }
- /** {@inheritDoc} */
- @Override
- public boolean hasNext() {
- return !(exhausted && pending.isEmpty());
- }
- /** {@inheritDoc} */
- @Override
- public List<T>[] next() {
- if (pending.isEmpty()) {
- // we need to generate more partitions
- if (exhausted) {
- throw new NoSuchElementException();
- }
- generate();
- }
- return pending.remove();
- }
- }