matrixFromColumns.js 4.5 KB

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  1. "use strict";
  2. Object.defineProperty(exports, "__esModule", {
  3. value: true
  4. });
  5. exports.createMatrixFromColumns = void 0;
  6. var _factory = require("../../utils/factory.js");
  7. function _createForOfIteratorHelper(o, allowArrayLike) { var it = typeof Symbol !== "undefined" && o[Symbol.iterator] || o["@@iterator"]; if (!it) { if (Array.isArray(o) || (it = _unsupportedIterableToArray(o)) || allowArrayLike && o && typeof o.length === "number") { if (it) o = it; var i = 0; var F = function F() {}; return { s: F, n: function n() { if (i >= o.length) return { done: true }; return { done: false, value: o[i++] }; }, e: function e(_e) { throw _e; }, f: F }; } throw new TypeError("Invalid attempt to iterate non-iterable instance.\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method."); } var normalCompletion = true, didErr = false, err; return { s: function s() { it = it.call(o); }, n: function n() { var step = it.next(); normalCompletion = step.done; return step; }, e: function e(_e2) { didErr = true; err = _e2; }, f: function f() { try { if (!normalCompletion && it["return"] != null) it["return"](); } finally { if (didErr) throw err; } } }; }
  8. function _unsupportedIterableToArray(o, minLen) { if (!o) return; if (typeof o === "string") return _arrayLikeToArray(o, minLen); var n = Object.prototype.toString.call(o).slice(8, -1); if (n === "Object" && o.constructor) n = o.constructor.name; if (n === "Map" || n === "Set") return Array.from(o); if (n === "Arguments" || /^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(n)) return _arrayLikeToArray(o, minLen); }
  9. function _arrayLikeToArray(arr, len) { if (len == null || len > arr.length) len = arr.length; for (var i = 0, arr2 = new Array(len); i < len; i++) { arr2[i] = arr[i]; } return arr2; }
  10. var name = 'matrixFromColumns';
  11. var dependencies = ['typed', 'matrix', 'flatten', 'size'];
  12. var createMatrixFromColumns = /* #__PURE__ */(0, _factory.factory)(name, dependencies, function (_ref) {
  13. var typed = _ref.typed,
  14. matrix = _ref.matrix,
  15. flatten = _ref.flatten,
  16. size = _ref.size;
  17. /**
  18. * Create a dense matrix from vectors as individual columns.
  19. * If you pass row vectors, they will be transposed (but not conjugated!)
  20. *
  21. * Syntax:
  22. *
  23. * math.matrixFromColumns(...arr)
  24. * math.matrixFromColumns(col1, col2)
  25. * math.matrixFromColumns(col1, col2, col3)
  26. *
  27. * Examples:
  28. *
  29. * math.matrixFromColumns([1, 2, 3], [[4],[5],[6]])
  30. * math.matrixFromColumns(...vectors)
  31. *
  32. * See also:
  33. *
  34. * matrix, matrixFromRows, matrixFromFunction, zeros
  35. *
  36. * @param {... Array | Matrix} cols Multiple columns
  37. * @return { number[][] | Matrix } if at least one of the arguments is an array, an array will be returned
  38. */
  39. return typed(name, {
  40. '...Array': function Array(arr) {
  41. return _createArray(arr);
  42. },
  43. '...Matrix': function Matrix(arr) {
  44. return matrix(_createArray(arr.map(function (m) {
  45. return m.toArray();
  46. })));
  47. }
  48. // TODO implement this properly for SparseMatrix
  49. });
  50. function _createArray(arr) {
  51. if (arr.length === 0) throw new TypeError('At least one column is needed to construct a matrix.');
  52. var N = checkVectorTypeAndReturnLength(arr[0]);
  53. // create an array with empty rows
  54. var result = [];
  55. for (var i = 0; i < N; i++) {
  56. result[i] = [];
  57. }
  58. // loop columns
  59. var _iterator = _createForOfIteratorHelper(arr),
  60. _step;
  61. try {
  62. for (_iterator.s(); !(_step = _iterator.n()).done;) {
  63. var col = _step.value;
  64. var colLength = checkVectorTypeAndReturnLength(col);
  65. if (colLength !== N) {
  66. throw new TypeError('The vectors had different length: ' + (N | 0) + ' ≠ ' + (colLength | 0));
  67. }
  68. var f = flatten(col);
  69. // push a value to each row
  70. for (var _i = 0; _i < N; _i++) {
  71. result[_i].push(f[_i]);
  72. }
  73. }
  74. } catch (err) {
  75. _iterator.e(err);
  76. } finally {
  77. _iterator.f();
  78. }
  79. return result;
  80. }
  81. function checkVectorTypeAndReturnLength(vec) {
  82. var s = size(vec);
  83. if (s.length === 1) {
  84. // 1D vector
  85. return s[0];
  86. } else if (s.length === 2) {
  87. // 2D vector
  88. if (s[0] === 1) {
  89. // row vector
  90. return s[1];
  91. } else if (s[1] === 1) {
  92. // col vector
  93. return s[0];
  94. } else {
  95. throw new TypeError('At least one of the arguments is not a vector.');
  96. }
  97. } else {
  98. throw new TypeError('Only one- or two-dimensional vectors are supported.');
  99. }
  100. }
  101. });
  102. exports.createMatrixFromColumns = createMatrixFromColumns;