php-ml/tests/Math/MatrixTest.php

306 lines
7.5 KiB
PHP
Raw Normal View History

2016-04-30 21:21:32 +00:00
<?php
2016-11-20 21:53:17 +00:00
declare(strict_types=1);
2016-04-30 21:21:32 +00:00
namespace Phpml\Tests\Math;
2016-04-30 21:21:32 +00:00
use Phpml\Exception\InvalidArgumentException;
use Phpml\Exception\MatrixException;
2016-04-30 21:21:32 +00:00
use Phpml\Math\Matrix;
2017-02-03 11:58:25 +00:00
use PHPUnit\Framework\TestCase;
2016-04-30 21:21:32 +00:00
2017-02-03 11:58:25 +00:00
class MatrixTest extends TestCase
2016-04-30 21:21:32 +00:00
{
public function testThrowExceptionOnInvalidMatrixSupplied(): void
2016-04-30 21:21:32 +00:00
{
$this->expectException(InvalidArgumentException::class);
2016-04-30 21:21:32 +00:00
new Matrix([[1, 2], [3]]);
}
public function testCreateMatrixFromFlatArray(): void
2016-04-30 21:21:32 +00:00
{
$flatArray = [1, 2, 3, 4];
$matrix = Matrix::fromFlatArray($flatArray);
$this->assertInstanceOf(Matrix::class, $matrix);
$this->assertEquals([[1], [2], [3], [4]], $matrix->toArray());
$this->assertEquals(4, $matrix->getRows());
$this->assertEquals(1, $matrix->getColumns());
$this->assertEquals($flatArray, $matrix->getColumnValues(0));
}
public function testThrowExceptionOnInvalidColumnNumber(): void
2016-04-30 21:21:32 +00:00
{
$this->expectException(MatrixException::class);
2016-04-30 21:21:32 +00:00
$matrix = new Matrix([[1, 2, 3], [4, 5, 6]]);
$matrix->getColumnValues(4);
}
public function testThrowExceptionOnGetDeterminantIfArrayIsNotSquare(): void
2016-04-30 21:21:32 +00:00
{
$this->expectException(MatrixException::class);
2016-04-30 21:21:32 +00:00
$matrix = new Matrix([[1, 2, 3], [4, 5, 6]]);
$matrix->getDeterminant();
}
public function testGetMatrixDeterminant(): void
2016-04-30 21:21:32 +00:00
{
//http://matrix.reshish.com/determinant.php
$matrix = new Matrix([
[3, 3, 3],
[4, 2, 1],
[5, 6, 7],
]);
$this->assertEquals(-3, $matrix->getDeterminant());
$matrix = new Matrix([
[1, 2, 3, 3, 2, 1],
[1 / 2, 5, 6, 7, 1, 1],
[3 / 2, 7 / 2, 2, 0, 6, 8],
[1, 8, 10, 1, 2, 2],
[1 / 4, 4, 1, 0, 2, 3 / 7],
[1, 8, 7, 5, 4, 4 / 5],
]);
$this->assertEquals(1116.5035, $matrix->getDeterminant(), '', $delta = 0.0001);
}
public function testMatrixTranspose(): void
2016-04-30 21:21:32 +00:00
{
$matrix = new Matrix([
[3, 3, 3],
[4, 2, 1],
[5, 6, 7],
]);
$transposedMatrix = [
[3, 4, 5],
[3, 2, 6],
[3, 1, 7],
];
$this->assertEquals($transposedMatrix, $matrix->transpose()->toArray());
}
public function testThrowExceptionOnMultiplyWhenInconsistentMatrixSupplied(): void
2016-04-30 21:21:32 +00:00
{
$this->expectException(InvalidArgumentException::class);
2016-04-30 21:21:32 +00:00
$matrix1 = new Matrix([[1, 2, 3], [4, 5, 6]]);
$matrix2 = new Matrix([[3, 2, 1], [6, 5, 4]]);
$matrix1->multiply($matrix2);
}
public function testMatrixMultiplyByMatrix(): void
2016-04-30 21:21:32 +00:00
{
$matrix1 = new Matrix([
[1, 2, 3],
[4, 5, 6],
]);
$matrix2 = new Matrix([
[7, 8],
[9, 10],
[11, 12],
]);
$product = [
[58, 64],
[139, 154],
];
$this->assertEquals($product, $matrix1->multiply($matrix2)->toArray());
}
public function testDivideByScalar(): void
2016-04-30 21:21:32 +00:00
{
$matrix = new Matrix([
[4, 6, 8],
[2, 10, 20],
]);
$quotient = [
[2, 3, 4],
[1, 5, 10],
];
$this->assertEquals($quotient, $matrix->divideByScalar(2)->toArray());
}
public function testThrowExceptionWhenInverseIfArrayIsNotSquare(): void
2016-04-30 21:21:32 +00:00
{
$this->expectException(MatrixException::class);
2016-04-30 21:21:32 +00:00
$matrix = new Matrix([[1, 2, 3], [4, 5, 6]]);
$matrix->inverse();
}
public function testThrowExceptionWhenInverseIfMatrixIsSingular(): void
{
$this->expectException(MatrixException::class);
2017-02-23 19:59:30 +00:00
$matrix = new Matrix([
[0, 0, 0],
[0, 0, 0],
[0, 0, 0],
]);
2017-02-23 19:59:30 +00:00
$matrix->inverse();
}
public function testInverseMatrix(): void
2016-04-30 21:21:32 +00:00
{
//http://ncalculators.com/matrix/inverse-matrix.htm
$matrix = new Matrix([
[3, 4, 2],
[4, 5, 5],
[1, 1, 1],
]);
$inverseMatrix = [
[0, -1, 5],
[1 / 2, 1 / 2, -7 / 2],
[-1 / 2, 1 / 2, -1 / 2],
];
$this->assertEquals($inverseMatrix, $matrix->inverse()->toArray(), '', $delta = 0.0001);
}
public function testCrossOutMatrix(): void
2016-04-30 21:21:32 +00:00
{
$matrix = new Matrix([
[3, 4, 2],
[4, 5, 5],
[1, 1, 1],
]);
$crossOuted = [
[3, 2],
[1, 1],
];
$this->assertEquals($crossOuted, $matrix->crossOut(1, 1)->toArray());
}
public function testToScalar(): void
{
$matrix = new Matrix([[1, 2, 3], [3, 2, 3]]);
$this->assertEquals($matrix->toScalar(), 1);
}
public function testMultiplyByScalar(): void
{
$matrix = new Matrix([
[4, 6, 8],
[2, 10, 20],
]);
$result = [
[-8, -12, -16],
[-4, -20, -40],
];
$this->assertEquals($result, $matrix->multiplyByScalar(-2)->toArray());
}
public function testAdd(): void
{
$array1 = [1, 1, 1];
$array2 = [2, 2, 2];
$result = [3, 3, 3];
$m1 = new Matrix($array1);
$m2 = new Matrix($array2);
$this->assertEquals($result, $m1->add($m2)->toArray()[0]);
}
public function testSubtract(): void
{
$array1 = [1, 1, 1];
$array2 = [2, 2, 2];
$result = [-1, -1, -1];
$m1 = new Matrix($array1);
$m2 = new Matrix($array2);
$this->assertEquals($result, $m1->subtract($m2)->toArray()[0]);
}
public function testTransposeArray(): void
{
$array = [
[1, 1, 1],
[2, 2, 2],
];
$transposed = [
[1, 2],
[1, 2],
[1, 2],
];
$this->assertEquals($transposed, Matrix::transposeArray($array));
}
public function testDot(): void
{
$vect1 = [2, 2, 2];
$vect2 = [3, 3, 3];
$dot = [18];
$this->assertEquals($dot, Matrix::dot($vect1, $vect2));
$matrix1 = [[1, 1], [2, 2]];
$matrix2 = [[3, 3], [3, 3], [3, 3]];
$dot = [6, 12];
$this->assertEquals($dot, Matrix::dot($matrix2, $matrix1));
}
/**
* @dataProvider dataProviderForFrobeniusNorm
*/
public function testFrobeniusNorm(array $matrix, float $norm): void
{
$matrix = new Matrix($matrix);
$this->assertEquals($norm, $matrix->frobeniusNorm(), '', 0.0001);
}
public function dataProviderForFrobeniusNorm()
{
return [
[
[
[1, -7],
[2, 3],
], 7.93725,
],
[
[
[1, 2, 3],
[2, 3, 4],
[3, 4, 5],
], 9.643651,
],
[
[
[1, 5, 3, 9],
[2, 3, 4, 12],
[4, 2, 5, 11],
], 21.330729,
],
[
[
[1, 5, 3],
[2, 3, 4],
[4, 2, 5],
[6, 6, 3],
], 13.784049,
],
[
[
[5, -4, 2],
[-1, 2, 3],
[-2, 1, 0],
], 8,
],
];
}
2016-04-30 21:21:32 +00:00
}