7abd239842
Co-authored-by: xzero <andrejmezler@yahoo.de>
170 lines
6.2 KiB
Java
170 lines
6.2 KiB
Java
package Maths;
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import java.math.BigDecimal;
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import java.util.Arrays;
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import java.util.Objects;
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import java.util.Optional;
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import java.util.function.BiFunction;
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import java.util.stream.IntStream;
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/**
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* @author: caos321
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* @date: 31 October 2021 (Sunday)
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*/
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public class MatrixUtil {
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public static boolean isValid(final BigDecimal[][] matrix) {
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return matrix != null && matrix.length > 0 && matrix[0].length > 0;
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}
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public static boolean hasEqualSizes(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2) {
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return isValid(matrix1) && isValid(matrix2)
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&& matrix1.length == matrix2.length
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&& matrix1[0].length == matrix2[0].length;
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}
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public static boolean canMultiply(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2) {
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return isValid(matrix1) && isValid(matrix2)
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&& matrix1[0].length == matrix2.length;
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}
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public static Optional<BigDecimal[][]> operate(final BigDecimal[][] matrix1,
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final BigDecimal[][] matrix2,
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final BiFunction<BigDecimal, BigDecimal, BigDecimal> operation) {
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if (!hasEqualSizes(matrix1, matrix2)) {
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return Optional.empty();
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}
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final int rowSize = matrix1.length;
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final int columnSize = matrix1[0].length;
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final BigDecimal[][] result = new BigDecimal[rowSize][columnSize];
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IntStream.range(0, rowSize).forEach(rowIndex ->
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IntStream.range(0, columnSize).forEach(columnIndex -> {
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final BigDecimal value1 = matrix1[rowIndex][columnIndex];
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final BigDecimal value2 = matrix2[rowIndex][columnIndex];
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result[rowIndex][columnIndex] = operation.apply(value1, value2);
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}));
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return Optional.of(result);
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}
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public static Optional<BigDecimal[][]> add(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2) {
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return operate(matrix1, matrix2, BigDecimal::add);
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}
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public static Optional<BigDecimal[][]> subtract(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2) {
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return operate(matrix1, matrix2, BigDecimal::subtract);
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}
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public static Optional<BigDecimal[][]> multiply(final BigDecimal[][] matrix1, final BigDecimal[][] matrix2) {
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if (!canMultiply(matrix1, matrix2)) {
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return Optional.empty();
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}
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final int size = matrix1[0].length;
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final int matrix1RowSize = matrix1.length;
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final int matrix2ColumnSize = matrix2[0].length;
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final BigDecimal[][] result = new BigDecimal[matrix1RowSize][matrix2ColumnSize];
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IntStream.range(0, matrix1RowSize).forEach(rowIndex ->
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IntStream.range(0, matrix2ColumnSize).forEach(columnIndex ->
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result[rowIndex][columnIndex] = IntStream.range(0, size).mapToObj(index -> {
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final BigDecimal value1 = matrix1[rowIndex][index];
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final BigDecimal value2 = matrix2[index][columnIndex];
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return value1.multiply(value2);
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})
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.reduce(BigDecimal.ZERO, BigDecimal::add)
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)
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);
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return Optional.of(result);
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}
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public static void assertThat(final BigDecimal[][] actual, final BigDecimal[][] expected) {
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if (!Objects.deepEquals(actual, expected)) {
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throw new AssertionError(String.format(
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"expected=%s but was actual=%s",
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Arrays.deepToString(expected),
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Arrays.deepToString(actual)
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));
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}
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}
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public static void main(final String[] args) {
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{
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final BigDecimal[][] matrix1 = {
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{new BigDecimal(3), new BigDecimal(2)},
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{new BigDecimal(0), new BigDecimal(1)},
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};
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final BigDecimal[][] matrix2 = {
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{new BigDecimal(1), new BigDecimal(3)},
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{new BigDecimal(2), new BigDecimal(0)},
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};
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final BigDecimal[][] actual = add(matrix1, matrix2)
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.orElseThrow(() -> new AssertionError("Could not compute matrix!"));
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final BigDecimal[][] expected = {
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{new BigDecimal(4), new BigDecimal(5)},
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{new BigDecimal(2), new BigDecimal(1)}
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};
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assertThat(actual, expected);
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}
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{
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final BigDecimal[][] matrix1 = {
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{new BigDecimal(1), new BigDecimal(4)},
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{new BigDecimal(5), new BigDecimal(6)},
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};
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final BigDecimal[][] matrix2 = {
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{new BigDecimal(2), new BigDecimal(0)},
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{new BigDecimal(-2), new BigDecimal(-3)},
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};
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final BigDecimal[][] actual = subtract(matrix1, matrix2)
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.orElseThrow(() -> new AssertionError("Could not compute matrix!"));
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final BigDecimal[][] expected = {
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{new BigDecimal(-1), new BigDecimal(4)},
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{new BigDecimal(7), new BigDecimal(9)}
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};
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assertThat(actual, expected);
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}
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{
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final BigDecimal[][] matrix1 = {
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{new BigDecimal(1), new BigDecimal(2), new BigDecimal(3)},
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{new BigDecimal(4), new BigDecimal(5), new BigDecimal(6)},
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{new BigDecimal(7), new BigDecimal(8), new BigDecimal(9)}
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};
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final BigDecimal[][] matrix2 = {
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{new BigDecimal(1), new BigDecimal(2)},
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{new BigDecimal(3), new BigDecimal(4)},
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{new BigDecimal(5), new BigDecimal(6)}
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};
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final BigDecimal[][] actual = multiply(matrix1, matrix2)
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.orElseThrow(() -> new AssertionError("Could not compute matrix!"));
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final BigDecimal[][] expected = {
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{new BigDecimal(22), new BigDecimal(28)},
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{new BigDecimal(49), new BigDecimal(64)},
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{new BigDecimal(76), new BigDecimal(100)}
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};
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assertThat(actual, expected);
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}
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}
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}
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