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math.js
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10424 lines (9242 loc) · 281 KB
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/**
* math.js
* https://github.com/josdejong/mathjs
*
* Math.js is an extensive math library for JavaScript and Node.js,
* It features real and complex numbers, units, matrices, a large set of
* mathematical functions, and a flexible expression parser.
*
* @version 0.5.0
* @date 2013-04-06
*
* @license
* Copyright (C) 2013 Jos de Jong <wjosdejong@gmail.com>
*
* Licensed under the Apache License, Version 2.0 (the "License"); you may not
* use this file except in compliance with the License. You may obtain a copy
* of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations under
* the License.
*/
(function() {
/**
* Define namespace
*/
var math = {
type: {},
expr: {
node: {}
},
options: {
precision: 10 // number of decimals in formatted output
}
};
/**
* CommonJS module exports
*/
if ((typeof module !== 'undefined') && (typeof module.exports !== 'undefined')) {
module.exports = math;
}
if (typeof exports !== 'undefined') {
exports = math;
}
/**
* AMD module exports
*/
if (typeof(require) != 'undefined' && typeof(define) != 'undefined') {
define(function () {
return math;
});
}
/**
* Browser exports
*/
if (typeof(window) != 'undefined') {
window['math'] = math;
}
// utility methods for strings, objects, and arrays
var util = (function () {
var util = {};
/**
* Convert a number to a formatted string representation
* @param {Number} value The value to be formatted
* @param {Number} [digits] number of digits
* @return {String} formattedValue The formatted value
*/
util.formatNumber = function formatNumber(value, digits) {
if (value === Infinity) {
return 'Infinity';
}
else if (value === -Infinity) {
return '-Infinity';
}
else if (value === NaN) {
return 'NaN';
}
// TODO: what is a nice limit for non-scientific values?
var abs = Math.abs(value);
if ( (abs > 0.0001 && abs < 1000000) || abs == 0.0 ) {
// round the func to a limited number of digits
return String(roundNumber(value, digits));
}
else {
// scientific notation
var exp = Math.round(Math.log(abs) / Math.LN10);
var v = value / (Math.pow(10.0, exp));
return roundNumber(v, digits) + 'E' + exp;
}
};
/**
* Recursively format an n-dimensional matrix
* Example output: "[[1, 2], [3, 4]]"
* @param {Array} array
* @returns {String} str
*/
util.formatArray = function formatArray (array) {
if (array instanceof Array) {
var str = '[';
var len = array.length;
for (var i = 0; i < len; i++) {
if (i != 0) {
str += ', ';
}
str += util.formatArray(array[i]);
}
str += ']';
return str;
}
else {
return math.format(array);
}
};
/**
* Recursively format an n-dimensional array, output looks like
* "[1, 2, 3]"
* @param {Array} array
* @returns {string} str
*/
util.formatArray2d = function formatArray2d (array) {
var str = '[';
var s = util.size(array);
if (s.length != 2) {
throw new RangeError('Array must be two dimensional (size: ' +
util.formatArray(s) + ')');
}
var rows = s[0];
var cols = s[1];
for (var r = 0; r < rows; r++) {
if (r != 0) {
str += '; ';
}
var row = array[r];
for (var c = 0; c < cols; c++) {
if (c != 0) {
str += ', ';
}
var cell = row[c];
if (cell != undefined) {
str += format(cell);
}
}
}
str += ']';
return str;
};
/**
* Convert function arguments to an array. Arguments can have the following
* signature:
* fn()
* fn(n)
* fn(m, n, p, ...)
* fn([m, n, p, ...])
* @param {...Number | Array | Matrix} args
* @returns {Array} array
*/
util.argsToArray = function argsToArray(args) {
var array;
if (args.length == 0) {
// fn()
array = [];
}
else if (args.length == 1) {
// fn(n)
// fn([m, n, p, ...])
array = args[0];
if (array instanceof Matrix) {
array = array.toVector();
}
if (array instanceof Range) {
array = array.valueOf();
}
if (!(array instanceof Array)) {
array = [array];
}
}
else {
// fn(m, n, p, ...)
array = [];
for (var i = 0; i < args.length; i++) {
array[i] = args[i];
}
}
return array;
};
/**
* Create a semi UUID
* source: http://stackoverflow.com/a/105074/1262753
* @return {String} uuid
*/
util.randomUUID = function randomUUID() {
var S4 = function () {
return Math.floor(
Math.random() * 0x10000 /* 65536 */
).toString(16);
};
return (
S4() + S4() + '-' +
S4() + '-' +
S4() + '-' +
S4() + '-' +
S4() + S4() + S4()
);
};
/**
* Execute function fn element wise for each element in array.
* Returns an array with the results
* @param {Array | Matrix | Range} array
* @param {function} fn
* @return {Array | Matrix} res
*/
util.map = function map(array, fn) {
if (array instanceof Array || array instanceof Matrix || array instanceof Range) {
return array.map(function (x) {
return fn(x);
});
}
else {
throw new TypeError('Array expected');
}
};
/**
* Execute function fn element wise for each entry in two given arrays, or
* for a (scalar) object and array pair. Returns an array with the results
* @param {Array | Matrix | Range | Object} array1
* @param {Array | Matrix | Range | Object} array2
* @param {function} fn
* @return {Array | Matrix} res
*/
util.map2 = function map2(array1, array2, fn) {
var res, len, i;
// handle Matrix
if (array1 instanceof Matrix || array2 instanceof Matrix) {
return new Matrix(util.map2(array1.valueOf(), array2.valueOf(), fn));
}
// handle Range
if (array1 instanceof Range || array2 instanceof Range) {
// TODO: util.map2 does not utilize Range.map
return new Matrix(util.map2(array1.valueOf(), array2.valueOf(), fn));
}
if (array1 instanceof Array) {
if (array2 instanceof Array) {
// fn(array, array)
if (array1.length != array2.length) {
throw new RangeError('Dimension mismatch ' +
'(' + array1.length + ' != ' + array2.length + ')');
}
res = [];
len = array1.length;
for (i = 0; i < len; i++) {
res[i] = fn(array1[i], array2[i]);
}
}
else {
// fn(array, object)
res = [];
len = array1.length;
for (i = 0; i < len; i++) {
res[i] = fn(array1[i], array2);
}
}
}
else {
if (array2 instanceof Array) {
// fn(object, array)
res = [];
len = array2.length;
for (i = 0; i < len; i++) {
res[i] = fn(array1, array2[i]);
}
}
else {
// fn(object, object)
res = fn(array1, array2);
}
}
return res;
};
/**
* For each method for objects and arrays.
* In case of an object, the method loops over all properties of the object.
* In case of an array, the method loops over all indexes of the array.
* @param {Object | Array} object The object
* @param {function} callback Callback method, called for each item in
* the object or array with three parameters:
* callback(value, index, object)
*/
util.forEach = function forEach (object, callback) {
if (object instanceof Array) {
object.forEach(callback);
}
else {
for (var key in object) {
if (object.hasOwnProperty(key)) {
callback(object[key], key, object);
}
}
}
};
/**
* Creates a new object with the results of calling a provided function on
* every property in the object.
* @param {Object} object The object.
* @param {function} callback Mapping function
* @return {Object | Array} mappedObject
*/
util.mapObject = function mapObject (object, callback) {
var m = {};
for (var key in object) {
if (object.hasOwnProperty(key)) {
m[key] = callback(object[key]);
}
}
return m;
};
/**
* Deep test equality of all fields in two pairs of arrays or objects.
* @param {Array | Object} a
* @param {Array | Object} b
* @returns {boolean}
*/
util.deepEqual = function (a, b) {
var prop, i, len;
if (a instanceof Array) {
if (!(b instanceof Array)) {
return false;
}
for (i = 0, len = a.length; i < len; i++) {
if (!util.deepEqual(a[i], b[i])) {
return false;
}
}
return true;
}
else if (a instanceof Object) {
if (b instanceof Array || !(b instanceof Object)) {
return false;
}
for (prop in a) {
if (a.hasOwnProperty(prop)) {
if (!util.deepEqual(a[prop], b[prop])) {
return false;
}
}
}
for (prop in b) {
if (b.hasOwnProperty(prop)) {
if (!util.deepEqual(a[prop], b[prop])) {
return false;
}
}
}
return true;
}
else {
return (a.valueOf() == b.valueOf());
}
};
/**
* Recursively calculate the size of a multi dimensional array.
* @param {Array} x
* @Return {Number[]} size
* @throws RangeError
*/
function _size(x) {
if (x instanceof Array) {
var sizeX = x.length;
if (sizeX) {
var size0 = _size(x[0]);
if (size0[0] == 0) {
return [0].concat(size0);
}
else {
return [sizeX].concat(size0);
}
}
else {
return [sizeX];
}
}
else {
return [];
}
}
/**
* Calculate the size of a multi dimensional array.
* All elements in the array are checked for matching dimensions using the
* method validate
* @param {Array} x
* @Return {Number[]} size
* @throws RangeError
*/
util.size = function size (x) {
// calculate the size
var s = _size(x);
// verify the size
util.validate(x, s);
return s;
};
/**
* Recursively validate whether each element in a multi dimensional array
* has a size corresponding to the provided size array.
* @param {Array} array Array to be validated
* @param {Number[]} size Array with the size of each dimension
* @param {Number} dim Current dimension
* @throws RangeError
*/
function _validate(array, size, dim) {
var i;
var len = array.length;
if (len != size[dim]) {
throw new RangeError('Dimension mismatch (' + len + ' != ' + size[dim] + ')');
}
if (dim < size.length - 1) {
// recursively validate each child array
var dimNext = dim + 1;
for (i = 0; i < len; i++) {
var child = array[i];
if (!(child instanceof Array)) {
throw new RangeError('Dimension mismatch ' +
'(' + (size.length - 1) + ' < ' + size.length + ')');
}
_validate(array[i], size, dimNext);
}
}
else {
// last dimension. none of the childs may be an array
for (i = 0; i < len; i++) {
if (array[i] instanceof Array) {
throw new RangeError('Dimension mismatch ' +
'(' + (size.length + 1) + ' > ' + size.length + ')');
}
}
}
}
/**
* Recursively validate whether each array in a multi dimensional array
* is empty (zero size) and has the correct number dimensions.
* @param {Array} array Array to be validated
* @param {Number[]} size Array with the size of each dimension
* @param {Number} dim Current dimension
* @throws RangeError
*/
function _validateEmpty(array, size, dim) {
if (dim < size.length - 1) {
var child = array[0];
if (array.length != 1 || !(child instanceof Array)) {
throw new RangeError('Dimension mismatch ' + '(' + array.length + ' > 0)');
}
_validateEmpty(child, size, dim + 1);
}
else {
// last dimension. test if empty
if (array.length) {
throw new RangeError('Dimension mismatch ' + '(' + array.length + ' > 0)');
}
}
}
/**
* Validate whether each element in a multi dimensional array has
* a size corresponding to the provided size array.
* @param {Array} array Array to be validated
* @param {Number[]} size Array with the size of each dimension
* @throws RangeError
*/
util.validate = function validate(array, size) {
var isScalar = (size.length == 0);
if (isScalar) {
// scalar
if (array instanceof Array) {
throw new RangeError('Dimension mismatch (' + array.length + ' != 0)');
}
return;
}
var hasZeros = (size.indexOf(0) != -1);
if (hasZeros) {
// array where all dimensions are zero
size.forEach(function (value) {
if (value != 0) {
throw new RangeError('Invalid size, all dimensions must be ' +
'either zero or non-zero (size: ' + util.formatArray(size) + ')');
}
});
_validateEmpty(array, size, 0);
}
else {
_validate(array, size, 0);
}
};
/**
* Recursively resize a multi dimensional array
* @param {Array} array Array to be resized
* @param {Number[]} size Array with the size of each dimension
* @param {Number} dim Current dimension
* @param {*} [defaultValue] Value to be filled in in new entries,
* 0 by default.
* @private
*/
function _resize (array, size, dim, defaultValue) {
if (!(array instanceof Array)) {
throw new TypeError('Array expected');
}
var len = array.length,
newLen = size[dim];
if (len != newLen) {
if(newLen > array.length) {
// enlarge
for (var i = array.length; i < newLen; i++) {
array[i] = defaultValue ? clone(defaultValue) : 0;
}
}
else {
// shrink
array.length = size[dim];
}
len = array.length;
}
if (dim < size.length - 1) {
// recursively validate each child array
var dimNext = dim + 1;
for (i = 0; i < len; i++) {
child = array[i];
if (!(child instanceof Array)) {
child = [child];
array[i] = child;
}
_resize(child, size, dimNext, defaultValue);
}
}
else {
// last dimension
for (i = 0; i < len; i++) {
var child = array[i];
while (child instanceof Array) {
child = child[0];
}
array[i] = child;
}
}
}
/**
* Resize a multi dimensional array
* @param {Array} array Array to be resized
* @param {Number[]} size Array with the size of each dimension
* @param {*} [defaultValue] Value to be filled in in new entries,
* 0 by default
*/
util.resize = function resize(array, size, defaultValue) {
// TODO: what to do with scalars, when size=[] ?
// check the type of size
if (!(size instanceof Array)) {
throw new TypeError('Size must be an array (size is ' + math.typeof(size) + ')');
}
// check whether size contains positive integers
size.forEach(function (value) {
if (!isNumber(value) || !isInteger(value) || value < 0) {
throw new TypeError('Invalid size, must contain positive integers ' +
'(size: ' + util.formatArray(size) + ')');
}
});
var hasZeros = (size.indexOf(0) != -1);
if (hasZeros) {
// array where all dimensions are zero
size.forEach(function (value) {
if (value != 0) {
throw new RangeError('Invalid size, all dimensions must be ' +
'either zero or non-zero (size: ' + util.formatArray(size) + ')');
}
});
}
// recursively resize
_resize(array, size, 0, defaultValue);
};
// Internet Explorer 8 and older does not support Array.indexOf,
// so we define it here in that case.
// http://soledadpenades.com/2007/05/17/arrayindexof-in-internet-explorer/
if(!Array.prototype.indexOf) {
Array.prototype.indexOf = function(obj){
for(var i = 0; i < this.length; i++){
if(this[i] == obj){
return i;
}
}
return -1;
};
}
// Internet Explorer 8 and older does not support Array.forEach,
// so we define it here in that case.
// https://developer.mozilla.org/en-US/docs/JavaScript/Reference/Global_Objects/Array/forEach
if (!Array.prototype.forEach) {
Array.prototype.forEach = function(fn, scope) {
for(var i = 0, len = this.length; i < len; ++i) {
fn.call(scope || this, this[i], i, this);
}
}
}
// Internet Explorer 8 and older does not support Array.map,
// so we define it here in that case.
// https://developer.mozilla.org/en-US/docs/JavaScript/Reference/Global_Objects/Array/map
// Production steps of ECMA-262, Edition 5, 15.4.4.19
// Reference: http://es5.github.com/#x15.4.4.19
if (!Array.prototype.map) {
Array.prototype.map = function(callback, thisArg) {
var T, A, k;
if (this == null) {
throw new TypeError(" this is null or not defined");
}
// 1. Let O be the result of calling ToObject passing the |this| value as the argument.
var O = Object(this);
// 2. Let lenValue be the result of calling the Get internal method of O with the argument "length".
// 3. Let len be ToUint32(lenValue).
var len = O.length >>> 0;
// 4. If IsCallable(callback) is false, throw a TypeError exception.
// See: http://es5.github.com/#x9.11
if (typeof callback !== "function") {
throw new TypeError(callback + " is not a function");
}
// 5. If thisArg was supplied, let T be thisArg; else let T be undefined.
if (thisArg) {
T = thisArg;
}
// 6. Let A be a new array created as if by the expression new Array(len) where Array is
// the standard built-in constructor with that name and len is the value of len.
A = new Array(len);
// 7. Let k be 0
k = 0;
// 8. Repeat, while k < len
while(k < len) {
var kValue, mappedValue;
// a. Let Pk be ToString(k).
// This is implicit for LHS operands of the in operator
// b. Let kPresent be the result of calling the HasProperty internal method of O with argument Pk.
// This step can be combined with c
// c. If kPresent is true, then
if (k in O) {
// i. Let kValue be the result of calling the Get internal method of O with argument Pk.
kValue = O[ k ];
// ii. Let mappedValue be the result of calling the Call internal method of callback
// with T as the this value and argument list containing kValue, k, and O.
mappedValue = callback.call(T, kValue, k, O);
// iii. Call the DefineOwnProperty internal method of A with arguments
// Pk, Property Descriptor {Value: mappedValue, : true, Enumerable: true, Configurable: true},
// and false.
// In browsers that support Object.defineProperty, use the following:
// Object.defineProperty(A, Pk, { value: mappedValue, writable: true, enumerable: true, configurable: true });
// For best browser support, use the following:
A[ k ] = mappedValue;
}
// d. Increase k by 1.
k++;
}
// 9. return A
return A;
};
}
// Internet Explorer 8 and older does not support Array.every,
// so we define it here in that case.
// https://developer.mozilla.org/en-US/docs/JavaScript/Reference/Global_Objects/Array/every
if (!Array.prototype.every) {
Array.prototype.every = function(fun /*, thisp */) {
"use strict";
if (this == null) {
throw new TypeError();
}
var t = Object(this);
var len = t.length >>> 0;
if (typeof fun != "function") {
throw new TypeError();
}
var thisp = arguments[1];
for (var i = 0; i < len; i++) {
if (i in t && !fun.call(thisp, t[i], i, t)) {
return false;
}
}
return true;
};
}
// Internet Explorer 8 and older does not support Array.some,
// so we define it here in that case.
// https://developer.mozilla.org/en-US/docs/JavaScript/Reference/Global_Objects/Array/some
if (!Array.prototype.some) {
Array.prototype.some = function(fun /*, thisp */) {
"use strict";
if (this == null) {
throw new TypeError();
}
var t = Object(this);
var len = t.length >>> 0;
if (typeof fun != "function") {
throw new TypeError();
}
var thisp = arguments[1];
for (var i = 0; i < len; i++) {
if (i in t && fun.call(thisp, t[i], i, t)) {
return true;
}
}
return false;
};
}
return util;
})();
/**
* Utility functions for Booleans
*/
/**
* Test whether value is a Boolean
* @param {*} value
* @return {Boolean} isBoolean
*/
function isBoolean(value) {
return (value instanceof Boolean) || (typeof value == 'boolean');
}
/**
* @constructor Complex
*
* A complex value can be constructed in the following ways:
* var a = new Complex();
* var b = new Complex(re, im);
* var c = Complex.parse(str);
*
* Example usage:
* var a = new Complex(3, -4); // 3 - 4i
* a.re = 5; // a = 5 - 4i
* var i = a.im; // -4;
* var b = Complex.parse('2 + 6i'); // 2 + 6i
* var c = new Complex(); // 0 + 0i
* var d = math.add(a, b); // 5 + 2i
*
* @param {Number} re The real part of the complex value
* @param {Number} [im] The imaginary part of the complex value
*/
function Complex(re, im) {
if (this.constructor != Complex) {
throw new SyntaxError(
'Complex constructor must be called with the new operator');
}
if ((re != null && !isNumber(re)) || (im != null && !isNumber(im))) {
throw new TypeError(
'Two numbers or a single string expected in Complex constructor');
}
this.re = re || 0;
this.im = im || 0;
}
math.type.Complex = Complex;
// Complex parser methods in a closure
(function () {
var text, index, c;
function skipWhitespace() {
while (c == ' ' || c == '\t') {
next();
}
}
function isDigitDot (c) {
return ((c >= '0' && c <= '9') || c == '.');
}
function isDigit (c) {
return ((c >= '0' && c <= '9'));
}
function next() {
index++;
c = text[index];
}
function revert(oldIndex) {
index = oldIndex;
c = text[index];
}
function parseNumber () {
var number = '';
var oldIndex = index;
if (c == '+') {
next();
}
else if (c == '-') {
number += c;
next();
}
if (!isDigitDot(c)) {
// a + or - must be followed by a digit
revert(oldIndex);
return null;
}
// TODO only allow a single dot, and enforce at least one digit before or after the dot
while (isDigitDot(c)) {
number += c;
next();
}
// check for scientific notation like "2.3e-4" or "1.23e50"
if (c == 'E' || c == 'e') {
number += c;
next();
if (c == '+' || c == '-') {
number += c;
next();
}
// Scientific notation MUST be followed by an exponent
if (!isDigit(c)) {
// this is no legal number, exponent is missing.
revert(oldIndex);
return null;
}
while (isDigit(c)) {
number += c;
next();
}
}
return number;
}
function parseComplex () {
// check for 'i', '-i', '+i'
var cnext = text[index + 1];
if (c == 'I' || c == 'i') {
next();
return '1';
}
else if ((c == '+' || c == '-') && (cnext == 'I' || cnext == 'i')) {
var number = (c == '+') ? '1' : '-1';
next();
next();
return number;
}
return null;
}
/**
* Parse a complex number from a string. For example Complex.parse("2 + 3i")
* will return a Complex value where re = 2, im = 3.
* Returns null if provided string does not contain a valid complex number.
* @param {String} str
* @returns {Complex | null} complex
*/
Complex.parse = function parse(str) {
text = str;
index = -1;
c = '';
if (!isString(text)) {
return null;
}
next();
skipWhitespace();
var first = parseNumber();
if (first) {
if (c == 'I' || c == 'i') {
// pure imaginary number
next();
skipWhitespace();
if (c) {
// garbage at the end. not good.
return null;
}
return new Complex(0, Number(first));
}
else {
// complex and real part
skipWhitespace();
var separator = c;
if (separator != '+' && separator != '-') {
// pure real number
skipWhitespace();
if (c) {
// garbage at the end. not good.
return null;
}
return new Complex(Number(first), 0);
}
else {
// complex and real part
next();
skipWhitespace();
var second = parseNumber();
if (second) {
if (c != 'I' && c != 'i') {
// 'i' missing at the end of the complex number
return null;
}
next();
}
else {
second = parseComplex();
if (!second) {
// imaginary number missing after separator
return null;
}
}