solveValidation.js 3.7 KB

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  1. "use strict";
  2. Object.defineProperty(exports, "__esModule", {
  3. value: true
  4. });
  5. exports.createSolveValidation = createSolveValidation;
  6. var _is = require("../../../../utils/is.js");
  7. var _array = require("../../../../utils/array.js");
  8. var _string = require("../../../../utils/string.js");
  9. function createSolveValidation(_ref) {
  10. var DenseMatrix = _ref.DenseMatrix;
  11. /**
  12. * Validates matrix and column vector b for backward/forward substitution algorithms.
  13. *
  14. * @param {Matrix} m An N x N matrix
  15. * @param {Array | Matrix} b A column vector
  16. * @param {Boolean} copy Return a copy of vector b
  17. *
  18. * @return {DenseMatrix} Dense column vector b
  19. */
  20. return function solveValidation(m, b, copy) {
  21. var mSize = m.size();
  22. if (mSize.length !== 2) {
  23. throw new RangeError('Matrix must be two dimensional (size: ' + (0, _string.format)(mSize) + ')');
  24. }
  25. var rows = mSize[0];
  26. var columns = mSize[1];
  27. if (rows !== columns) {
  28. throw new RangeError('Matrix must be square (size: ' + (0, _string.format)(mSize) + ')');
  29. }
  30. var data = [];
  31. if ((0, _is.isMatrix)(b)) {
  32. var bSize = b.size();
  33. var bdata = b._data;
  34. // 1-dim vector
  35. if (bSize.length === 1) {
  36. if (bSize[0] !== rows) {
  37. throw new RangeError('Dimension mismatch. Matrix columns must match vector length.');
  38. }
  39. for (var i = 0; i < rows; i++) {
  40. data[i] = [bdata[i]];
  41. }
  42. return new DenseMatrix({
  43. data: data,
  44. size: [rows, 1],
  45. datatype: b._datatype
  46. });
  47. }
  48. // 2-dim column
  49. if (bSize.length === 2) {
  50. if (bSize[0] !== rows || bSize[1] !== 1) {
  51. throw new RangeError('Dimension mismatch. Matrix columns must match vector length.');
  52. }
  53. if ((0, _is.isDenseMatrix)(b)) {
  54. if (copy) {
  55. data = [];
  56. for (var _i = 0; _i < rows; _i++) {
  57. data[_i] = [bdata[_i][0]];
  58. }
  59. return new DenseMatrix({
  60. data: data,
  61. size: [rows, 1],
  62. datatype: b._datatype
  63. });
  64. }
  65. return b;
  66. }
  67. if ((0, _is.isSparseMatrix)(b)) {
  68. for (var _i2 = 0; _i2 < rows; _i2++) {
  69. data[_i2] = [0];
  70. }
  71. var values = b._values;
  72. var index = b._index;
  73. var ptr = b._ptr;
  74. for (var k1 = ptr[1], k = ptr[0]; k < k1; k++) {
  75. var _i3 = index[k];
  76. data[_i3][0] = values[k];
  77. }
  78. return new DenseMatrix({
  79. data: data,
  80. size: [rows, 1],
  81. datatype: b._datatype
  82. });
  83. }
  84. }
  85. throw new RangeError('Dimension mismatch. The right side has to be either 1- or 2-dimensional vector.');
  86. }
  87. if ((0, _is.isArray)(b)) {
  88. var bsize = (0, _array.arraySize)(b);
  89. if (bsize.length === 1) {
  90. if (bsize[0] !== rows) {
  91. throw new RangeError('Dimension mismatch. Matrix columns must match vector length.');
  92. }
  93. for (var _i4 = 0; _i4 < rows; _i4++) {
  94. data[_i4] = [b[_i4]];
  95. }
  96. return new DenseMatrix({
  97. data: data,
  98. size: [rows, 1]
  99. });
  100. }
  101. if (bsize.length === 2) {
  102. if (bsize[0] !== rows || bsize[1] !== 1) {
  103. throw new RangeError('Dimension mismatch. Matrix columns must match vector length.');
  104. }
  105. for (var _i5 = 0; _i5 < rows; _i5++) {
  106. data[_i5] = [b[_i5][0]];
  107. }
  108. return new DenseMatrix({
  109. data: data,
  110. size: [rows, 1]
  111. });
  112. }
  113. throw new RangeError('Dimension mismatch. The right side has to be either 1- or 2-dimensional vector.');
  114. }
  115. };
  116. }