export function checkIfValidMatrix(matrix: number[][]): boolean {
	if (matrix.length <= 0) {
		return false;
	}

	// Just make sure each row has equally many columns
	var numberOfColumns = -1;
	matrix.forEach(row => {
		if (numberOfColumns == -1) {
			numberOfColumns = row.length;
		}

		if (row.length != numberOfColumns) {
			return false;
		}
	});

	return true;
}

export function matrixMultiply(matrixOne: number[][], matrixTwo: number[][]): number[][] {
	if (!checkIfValidMatrix(matrixOne) || !checkIfValidMatrix(matrixTwo)) {
		throw new TypeError("Two valid matrices are required");
	}

	var rowsFirstMatrix = matrixOne.length;
	var colsFirstMatrix = matrixOne[0].length;

	var rowsSecondMatrix = matrixTwo.length;
	var colsSecondMatrix = matrixTwo[0].length;

	if (colsFirstMatrix != rowsSecondMatrix) {
		throw new TypeError("The two matrices do not have the correct dimensions to be multiplied together");
	}

	var result = [];
	for (var i = 0; i < rowsFirstMatrix; i++) {
		var currentRow = [];
		for (var j = 0; j < colsSecondMatrix; j++) {
			var currentResult = 0;
			for (var k = 0; k < colsFirstMatrix; k++) {
				currentResult += matrixOne[i][k] * matrixTwo[k][j];
			}
			currentRow.push(currentResult);
		}
		result.push(currentRow);
	}

	return result;
}

export function vectorDotProduct(vectorOne: number[][], vectorTwo: number[][]): number {
	if (!checkIfValidMatrix(vectorOne) || !checkIfValidMatrix(vectorTwo)) {
		throw new TypeError("Two valid matrices are required");
	}

	if (vectorOne[0].length != 1 || vectorTwo[0].length != 1) {
		throw new TypeError("Vectors can only have one column");
	}

	if (vectorOne.length != vectorTwo.length) {
		throw new TypeError("The two vectors need to have the same dimensions");
	}

	var result = 0;
	for (var i = 0; i < vectorOne.length; i++) {
		result += vectorOne[i][0] * vectorTwo[i][0];
	}

	return result;
}

export function vectorCrossProduct(vectorOne: number[][], vectorTwo: number[][]): number[][] {
	if (!checkIfValidMatrix(vectorOne) || !checkIfValidMatrix(vectorTwo)) {
		throw new TypeError("Two valid matrices are required");
	}

	if (vectorOne[0].length != 1 || vectorTwo[0].length != 1) {
		throw new TypeError("Vectors can only have one column");
	}

	if (vectorOne.length != vectorTwo.length) {
		throw new TypeError("The two vectors need to have the same dimensions");
	}

	if (vectorOne.length != 3) {
		throw new TypeError("The vectors need to be three-dimensional");
	}

	return [
		[vectorOne[1][0]*vectorTwo[2][0] - vectorOne[2][0]*vectorTwo[1][0]],
		[vectorOne[2][0]*vectorTwo[0][0] - vectorOne[0][0]*vectorTwo[2][0]],
		[vectorOne[0][0]*vectorTwo[1][0] - vectorOne[1][0]*vectorTwo[0][0]]
	];
}

export function matrixTranspose(matrix: number[][]): number[][] {
	if (!checkIfValidMatrix(matrix)) {
		throw new TypeError("A valid matrix is required");
	}

	var result = [];

	for (var j = 0; j < matrix[0].length; j++) {
		var currentRow = [];
		for (var i = 0; i < matrix.length; i++) {
			currentRow.push(matrix[i][j]);
		}
		result.push(currentRow);
	}

	return result;
}

export function addVector(vectorOne: number[][], vectorTwo: number[][]): number[][] {
	if (!checkIfValidMatrix(vectorOne) || !checkIfValidMatrix(vectorTwo)) {
		throw new TypeError("Two valid matrices are required");
	}

	if (vectorOne[0].length != 1 || vectorTwo[0].length != 1) {
		throw new TypeError("Vectors can only have one column");
	}

	if (vectorOne.length != vectorTwo.length) {
		throw new TypeError("The two vectors need to have the same dimensions");
	}

	var result = [];
	for (var i = 0; i < vectorOne.length; i++) {
		result.push([vectorOne[i][0] + vectorTwo[i][0]]);
	}

	return result;
}

export function subtractVector(vectorOne: number[][], vectorTwo: number[][]): number[][] {
	if (!checkIfValidMatrix(vectorOne) || !checkIfValidMatrix(vectorTwo)) {
		throw new TypeError("Two valid matrices are required");
	}

	if (vectorOne[0].length != 1 || vectorTwo[0].length != 1) {
		throw new TypeError("Vectors can only have one column");
	}

	if (vectorOne.length != vectorTwo.length) {
		throw new TypeError("The two vectors need to have the same dimensions");
	}

	var result = [];
	for (var i = 0; i < vectorOne.length; i++) {
		result.push([vectorOne[i][0] - vectorTwo[i][0]]);
	}

	return result;
}

export function getVectorMagnitude(vector: number[][]): number {
	if (!checkIfValidMatrix(vector)) {
		throw new TypeError("A valid matrix is required");
	}

	if (vector[0].length != 1) {
		throw new TypeError("Vectors can only have one column");
	}

	var result = 0;
	for (var i = 0; i < vector.length; i++) {
		result += vector[i][0]**2;
	}

	return Math.sqrt(result);
}

export function normalizeVector(vector: number[][]) {
	if (!checkIfValidMatrix(vector)) {
		throw new TypeError("A valid matrix is required");
	}

	if (vector[0].length != 1) {
		throw new TypeError("Vectors can only have one column");
	}

	const magnitude = getVectorMagnitude(vector);

	var result = [];
	for (var i = 0; i < vector.length; i++) {
		result.push([vector[i][0] / magnitude]);
	}

	return result;
}

export function multiplyMatrixWithScalar(scalar: number, matrix: number[][]): number[][] {
	if (!checkIfValidMatrix(matrix)) {
		throw new TypeError("A valid matrix is required");
	}

	var result = [];
	for (var i = 0; i < matrix.length; i++) {
		var row = [];
		for (var j = 0; j < matrix[i].length; j++) {
			row.push(scalar * matrix[i][j]);
		}
		result.push(row);
	}

	return result;
}