123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115 |
- import { isArray, isMatrix, isDenseMatrix, isSparseMatrix } from '../../../../utils/is.js';
- import { arraySize } from '../../../../utils/array.js';
- import { format } from '../../../../utils/string.js';
- export function createSolveValidation(_ref) {
- var {
- DenseMatrix
- } = _ref;
- /**
- * Validates matrix and column vector b for backward/forward substitution algorithms.
- *
- * @param {Matrix} m An N x N matrix
- * @param {Array | Matrix} b A column vector
- * @param {Boolean} copy Return a copy of vector b
- *
- * @return {DenseMatrix} Dense column vector b
- */
- return function solveValidation(m, b, copy) {
- var mSize = m.size();
- if (mSize.length !== 2) {
- throw new RangeError('Matrix must be two dimensional (size: ' + format(mSize) + ')');
- }
- var rows = mSize[0];
- var columns = mSize[1];
- if (rows !== columns) {
- throw new RangeError('Matrix must be square (size: ' + format(mSize) + ')');
- }
- var data = [];
- if (isMatrix(b)) {
- var bSize = b.size();
- var bdata = b._data;
- // 1-dim vector
- if (bSize.length === 1) {
- if (bSize[0] !== rows) {
- throw new RangeError('Dimension mismatch. Matrix columns must match vector length.');
- }
- for (var i = 0; i < rows; i++) {
- data[i] = [bdata[i]];
- }
- return new DenseMatrix({
- data,
- size: [rows, 1],
- datatype: b._datatype
- });
- }
- // 2-dim column
- if (bSize.length === 2) {
- if (bSize[0] !== rows || bSize[1] !== 1) {
- throw new RangeError('Dimension mismatch. Matrix columns must match vector length.');
- }
- if (isDenseMatrix(b)) {
- if (copy) {
- data = [];
- for (var _i = 0; _i < rows; _i++) {
- data[_i] = [bdata[_i][0]];
- }
- return new DenseMatrix({
- data,
- size: [rows, 1],
- datatype: b._datatype
- });
- }
- return b;
- }
- if (isSparseMatrix(b)) {
- for (var _i2 = 0; _i2 < rows; _i2++) {
- data[_i2] = [0];
- }
- var values = b._values;
- var index = b._index;
- var ptr = b._ptr;
- for (var k1 = ptr[1], k = ptr[0]; k < k1; k++) {
- var _i3 = index[k];
- data[_i3][0] = values[k];
- }
- return new DenseMatrix({
- data,
- size: [rows, 1],
- datatype: b._datatype
- });
- }
- }
- throw new RangeError('Dimension mismatch. The right side has to be either 1- or 2-dimensional vector.');
- }
- if (isArray(b)) {
- var bsize = arraySize(b);
- if (bsize.length === 1) {
- if (bsize[0] !== rows) {
- throw new RangeError('Dimension mismatch. Matrix columns must match vector length.');
- }
- for (var _i4 = 0; _i4 < rows; _i4++) {
- data[_i4] = [b[_i4]];
- }
- return new DenseMatrix({
- data,
- size: [rows, 1]
- });
- }
- if (bsize.length === 2) {
- if (bsize[0] !== rows || bsize[1] !== 1) {
- throw new RangeError('Dimension mismatch. Matrix columns must match vector length.');
- }
- for (var _i5 = 0; _i5 < rows; _i5++) {
- data[_i5] = [b[_i5][0]];
- }
- return new DenseMatrix({
- data,
- size: [rows, 1]
- });
- }
- throw new RangeError('Dimension mismatch. The right side has to be either 1- or 2-dimensional vector.');
- }
- };
- }
|