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@stdlib/stats

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Standard library statistical functions.

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/** * @license Apache-2.0 * * Copyright (c) 2019 The Stdlib Authors. * * 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. */ 'use strict'; // MODULES // var setReadOnly = require( '@stdlib/utils/define-nonenumerable-read-only-property' ); var isIteratorLike = require( '@stdlib/assert/is-iterator-like' ); var isPositiveInteger = require( '@stdlib/assert/is-positive-integer' ).isPrimitive; var isFunction = require( '@stdlib/assert/is-function' ); var iteratorSymbol = require( '@stdlib/symbol/iterator' ); var incrmsum = require( './../../../incr/msum' ); var format = require( '@stdlib/string/format' ); // MAIN // /** * Returns an iterator which iteratively computes a moving sum. * * @param {Iterator} iterator - input iterator * @param {PositiveInteger} W - window size * @throws {TypeError} first argument must be an iterator * @throws {TypeError} second argument must be a positive integer * @returns {Iterator} iterator * * @example * var runif = require( '@stdlib/random/iter/uniform' ); * * var rand = runif( -10.0, 10.0, { * 'iter': 100 * }); * * var it = itermsum( rand, 3 ); * * var v = it.next().value; * // returns <number> * * v = it.next().value; * // returns <number> * * v = it.next().value; * // returns <number> * * // ... */ function itermsum( iterator, W ) { var iter; var FLG; var acc; if ( !isIteratorLike( iterator ) ) { throw new TypeError( format( 'invalid argument. First argument must be an iterator. Value: `%s`.', iterator ) ); } if ( !isPositiveInteger( W ) ) { throw new TypeError( format( 'invalid argument. Second argument must be a positive integer. Value: `%s`.', W ) ); } acc = incrmsum( W ); // Create an iterator protocol-compliant object: iter = {}; setReadOnly( iter, 'next', next ); setReadOnly( iter, 'return', end ); // If an environment supports `Symbol.iterator` and the provided iterator is iterable, make the iterator iterable: if ( iteratorSymbol && isFunction( iterator[ iteratorSymbol ] ) ) { setReadOnly( iter, iteratorSymbol, factory ); } return iter; /** * Returns an iterator protocol-compliant object containing the next iterated value. * * @private * @returns {Object} iterator protocol-compliant object */ function next() { var v; if ( FLG ) { return { 'done': true }; } v = iterator.next(); if ( v.done ) { FLG = true; return { 'done': true }; } if ( typeof v.value === 'number' ) { v = acc( v.value ); } else { v = acc( NaN ); } return { 'value': v, 'done': false }; } /** * Finishes an iterator. * * @private * @param {*} [value] - value to return * @returns {Object} iterator protocol-compliant object */ function end( value ) { FLG = true; if ( arguments.length ) { return { 'value': value, 'done': true }; } return { 'done': true }; } /** * Returns a new iterator. * * @private * @returns {Iterator} iterator */ function factory() { return itermsum( iterator[ iteratorSymbol ](), W ); } } // EXPORTS // module.exports = itermsum;