@stdlib/stats
Version:
Standard library statistical functions.
152 lines (137 loc) • 3.54 kB
JavaScript
/**
* @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.
*/
;
// 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;