simple-squiggle/node_modules/mathjs/lib/cjs/function/matrix/dot.js

"use strict";

Object.defineProperty(exports, "__esModule", {
  value: true
});
exports.createDot = void 0;

var _factory = require("../../utils/factory.js");

var _is = require("../../utils/is.js");

var name = 'dot';
var dependencies = ['typed', 'addScalar', 'multiplyScalar', 'conj', 'size'];
var createDot = /* #__PURE__ */(0, _factory.factory)(name, dependencies, function (_ref) {
  var typed = _ref.typed,
      addScalar = _ref.addScalar,
      multiplyScalar = _ref.multiplyScalar,
      conj = _ref.conj,
      size = _ref.size;

  /**
   * Calculate the dot product of two vectors. The dot product of
   * `A = [a1, a2, ..., an]` and `B = [b1, b2, ..., bn]` is defined as:
   *
   *    dot(A, B) = conj(a1) * b1 + conj(a2) * b2 + ... + conj(an) * bn
   *
   * Syntax:
   *
   *    math.dot(x, y)
   *
   * Examples:
   *
   *    math.dot([2, 4, 1], [2, 2, 3])       // returns number 15
   *    math.multiply([2, 4, 1], [2, 2, 3])  // returns number 15
   *
   * See also:
   *
   *    multiply, cross
   *
   * @param  {Array | Matrix} x     First vector
   * @param  {Array | Matrix} y     Second vector
   * @return {number}               Returns the dot product of `x` and `y`
   */
  return typed(name, {
    'Array | DenseMatrix, Array | DenseMatrix': _denseDot,
    'SparseMatrix, SparseMatrix': _sparseDot
  });

  function _validateDim(x, y) {
    var xSize = _size(x);

    var ySize = _size(y);

    var xLen, yLen;

    if (xSize.length === 1) {
      xLen = xSize[0];
    } else if (xSize.length === 2 && xSize[1] === 1) {
      xLen = xSize[0];
    } else {
      throw new RangeError('Expected a column vector, instead got a matrix of size (' + xSize.join(', ') + ')');
    }

    if (ySize.length === 1) {
      yLen = ySize[0];
    } else if (ySize.length === 2 && ySize[1] === 1) {
      yLen = ySize[0];
    } else {
      throw new RangeError('Expected a column vector, instead got a matrix of size (' + ySize.join(', ') + ')');
    }

    if (xLen !== yLen) throw new RangeError('Vectors must have equal length (' + xLen + ' != ' + yLen + ')');
    if (xLen === 0) throw new RangeError('Cannot calculate the dot product of empty vectors');
    return xLen;
  }

  function _denseDot(a, b) {
    var N = _validateDim(a, b);

    var adata = (0, _is.isMatrix)(a) ? a._data : a;
    var adt = (0, _is.isMatrix)(a) ? a._datatype : undefined;
    var bdata = (0, _is.isMatrix)(b) ? b._data : b;
    var bdt = (0, _is.isMatrix)(b) ? b._datatype : undefined; // are these 2-dimensional column vectors? (as opposed to 1-dimensional vectors)

    var aIsColumn = _size(a).length === 2;
    var bIsColumn = _size(b).length === 2;
    var add = addScalar;
    var mul = multiplyScalar; // process data types

    if (adt && bdt && adt === bdt && typeof adt === 'string') {
      var dt = adt; // find signatures that matches (dt, dt)

      add = typed.find(addScalar, [dt, dt]);
      mul = typed.find(multiplyScalar, [dt, dt]);
    } // both vectors 1-dimensional


    if (!aIsColumn && !bIsColumn) {
      var c = mul(conj(adata[0]), bdata[0]);

      for (var i = 1; i < N; i++) {
        c = add(c, mul(conj(adata[i]), bdata[i]));
      }

      return c;
    } // a is 1-dim, b is column


    if (!aIsColumn && bIsColumn) {
      var _c = mul(conj(adata[0]), bdata[0][0]);

      for (var _i = 1; _i < N; _i++) {
        _c = add(_c, mul(conj(adata[_i]), bdata[_i][0]));
      }

      return _c;
    } // a is column, b is 1-dim


    if (aIsColumn && !bIsColumn) {
      var _c2 = mul(conj(adata[0][0]), bdata[0]);

      for (var _i2 = 1; _i2 < N; _i2++) {
        _c2 = add(_c2, mul(conj(adata[_i2][0]), bdata[_i2]));
      }

      return _c2;
    } // both vectors are column


    if (aIsColumn && bIsColumn) {
      var _c3 = mul(conj(adata[0][0]), bdata[0][0]);

      for (var _i3 = 1; _i3 < N; _i3++) {
        _c3 = add(_c3, mul(conj(adata[_i3][0]), bdata[_i3][0]));
      }

      return _c3;
    }
  }

  function _sparseDot(x, y) {
    _validateDim(x, y);

    var xindex = x._index;
    var xvalues = x._values;
    var yindex = y._index;
    var yvalues = y._values; // TODO optimize add & mul using datatype

    var c = 0;
    var add = addScalar;
    var mul = multiplyScalar;
    var i = 0;
    var j = 0;

    while (i < xindex.length && j < yindex.length) {
      var I = xindex[i];
      var J = yindex[j];

      if (I < J) {
        i++;
        continue;
      }

      if (I > J) {
        j++;
        continue;
      }

      if (I === J) {
        c = add(c, mul(xvalues[i], yvalues[j]));
        i++;
        j++;
      }
    }

    return c;
  } // TODO remove this once #1771 is fixed


  function _size(x) {
    return (0, _is.isMatrix)(x) ? x.size() : size(x);
  }
});
exports.createDot = createDot;