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Statistical sampling library for use in virtdata libraries, based on apache commons math 4

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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.commons.math4.util;

import java.util.NoSuchElementException;

import org.apache.commons.math4.exception.DimensionMismatchException;
import org.apache.commons.math4.exception.NotStrictlyPositiveException;
import org.apache.commons.math4.exception.OutOfRangeException;

/**
 * Converter between unidimensional storage structure and multidimensional
 * conceptual structure.
 * This utility will convert from indices in a multidimensional structure
 * to the corresponding index in a one-dimensional array. For example,
 * assuming that the ranges (in 3 dimensions) of indices are 2, 4 and 3,
 * the following correspondences, between 3-tuples indices and unidimensional
 * indices, will hold:
 * 
    *
  • (0, 0, 0) corresponds to 0
  • *
  • (0, 0, 1) corresponds to 1
  • *
  • (0, 0, 2) corresponds to 2
  • *
  • (0, 1, 0) corresponds to 3
  • *
  • ...
  • *
  • (1, 0, 0) corresponds to 12
  • *
  • ...
  • *
  • (1, 3, 2) corresponds to 23
  • *
* * @since 2.2 */ public class MultidimensionalCounter implements Iterable { /** * Number of dimensions. */ private final int dimension; /** * Offset for each dimension. */ private final int[] uniCounterOffset; /** * Counter sizes. */ private final int[] size; /** * Total number of (one-dimensional) slots. */ private final int totalSize; /** * Index of last dimension. */ private final int last; /** * Perform iteration over the multidimensional counter. */ public class Iterator implements java.util.Iterator { /** * Multidimensional counter. */ private final int[] counter = new int[dimension]; /** * Unidimensional counter. */ private int count = -1; /** * Maximum value for {@link #count}. */ private final int maxCount = totalSize - 1; /** * Create an iterator * @see #iterator() */ Iterator() { counter[last] = -1; } /** * {@inheritDoc} */ @Override public boolean hasNext() { return count < maxCount; } /** * @return the unidimensional count after the counter has been * incremented by {@code 1}. * @throws NoSuchElementException if {@link #hasNext()} would have * returned {@code false}. */ @Override public Integer next() { if (!hasNext()) { throw new NoSuchElementException(); } for (int i = last; i >= 0; i--) { if (counter[i] == size[i] - 1) { counter[i] = 0; } else { ++counter[i]; break; } } return ++count; } /** * Get the current unidimensional counter slot. * * @return the index within the unidimensionl counter. */ public int getCount() { return count; } /** * Get the current multidimensional counter slots. * * @return the indices within the multidimensional counter. */ public int[] getCounts() { return MathArrays.copyOf(counter); } /** * Get the current count in the selected dimension. * * @param dim Dimension index. * @return the count at the corresponding index for the current state * of the iterator. * @throws IndexOutOfBoundsException if {@code index} is not in the * correct interval (as defined by the length of the argument in the * {@link MultidimensionalCounter#MultidimensionalCounter(int[]) * constructor of the enclosing class}). */ public int getCount(int dim) { return counter[dim]; } /** * @throws UnsupportedOperationException always */ @Override public void remove() { throw new UnsupportedOperationException(); } } /** * Create a counter. * * @param size Counter sizes (number of slots in each dimension). * @throws NotStrictlyPositiveException if one of the sizes is * negative or zero. */ public MultidimensionalCounter(int ... size) throws NotStrictlyPositiveException { dimension = size.length; this.size = MathArrays.copyOf(size); uniCounterOffset = new int[dimension]; last = dimension - 1; int tS = size[last]; for (int i = 0; i < last; i++) { int count = 1; for (int j = i + 1; j < dimension; j++) { count *= size[j]; } uniCounterOffset[i] = count; tS *= size[i]; } uniCounterOffset[last] = 0; if (tS <= 0) { throw new NotStrictlyPositiveException(tS); } totalSize = tS; } /** * Create an iterator over this counter. * * @return the iterator. */ @Override public Iterator iterator() { return new Iterator(); } /** * Get the number of dimensions of the multidimensional counter. * * @return the number of dimensions. */ public int getDimension() { return dimension; } /** * Convert to multidimensional counter. * * @param index Index in unidimensional counter. * @return the multidimensional counts. * @throws OutOfRangeException if {@code index} is not between * {@code 0} and the value returned by {@link #getSize()} (excluded). */ public int[] getCounts(int index) throws OutOfRangeException { if (index < 0 || index >= totalSize) { throw new OutOfRangeException(index, 0, totalSize); } final int[] indices = new int[dimension]; int count = 0; for (int i = 0; i < last; i++) { int idx = 0; final int offset = uniCounterOffset[i]; while (count <= index) { count += offset; ++idx; } --idx; count -= offset; indices[i] = idx; } indices[last] = index - count; return indices; } /** * Convert to unidimensional counter. * * @param c Indices in multidimensional counter. * @return the index within the unidimensionl counter. * @throws DimensionMismatchException if the size of {@code c} * does not match the size of the array given in the constructor. * @throws OutOfRangeException if a value of {@code c} is not in * the range of the corresponding dimension, as defined in the * {@link MultidimensionalCounter#MultidimensionalCounter(int...) constructor}. */ public int getCount(int ... c) throws OutOfRangeException, DimensionMismatchException { if (c.length != dimension) { throw new DimensionMismatchException(c.length, dimension); } int count = 0; for (int i = 0; i < dimension; i++) { final int index = c[i]; if (index < 0 || index >= size[i]) { throw new OutOfRangeException(index, 0, size[i] - 1); } count += uniCounterOffset[i] * c[i]; } return count + c[last]; } /** * Get the total number of elements. * * @return the total size of the unidimensional counter. */ public int getSize() { return totalSize; } /** * Get the number of multidimensional counter slots in each dimension. * * @return the sizes of the multidimensional counter in each dimension. */ public int[] getSizes() { return MathArrays.copyOf(size); } /** * {@inheritDoc} */ @Override public String toString() { final StringBuilder sb = new StringBuilder(); for (int i = 0; i < dimension; i++) { sb.append("[").append(getCount(i)).append("]"); } return sb.toString(); } }




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