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feat: add stats/incr/nanmminmax
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<!-- | ||
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@license Apache-2.0 | ||
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Copyright (c) 2025 The Stdlib Authors. | ||
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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 | ||
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http://www.apache.org/licenses/LICENSE-2.0 | ||
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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. | ||
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--> | ||
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# incrnanmminmax | ||
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> Compute a moving minimum and maximum incrementally ignoring `NaN` values. | ||
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<section class="usage"> | ||
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## Usage | ||
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```javascript | ||
var incrnanmminmax = require( '@stdlib/stats/incr/nanmminmax' ); | ||
``` | ||
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#### incrnanmminmax( \[out,] window ) | ||
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Returns an accumulator `function` which incrementally computes a moving minimum and maximum, ignoring `NaN` values. The `window` parameter defines the number of values over which to compute the moving minimum and maximum. | ||
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```javascript | ||
var accumulator = incrnanmminmax( 3 ); | ||
``` | ||
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By default, the returned accumulator `function` returns the minimum and maximum as a two-element `array`. To avoid unnecessary memory allocation, the function supports providing an output (destination) object. | ||
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```javascript | ||
var Float64Array = require( '@stdlib/array/float64' ); | ||
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var accumulator = incrnanmminmax( new Float64Array( 2 ), 3 ); | ||
``` | ||
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#### accumulator( \[x] ) | ||
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If provided an input value `x`, the accumulator function returns updated minimum and maximum values. If not provided an input value `x`, the accumulator function returns the current minimum and maximum values. | ||
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```javascript | ||
var accumulator = incrnanmminmax( 3 ); | ||
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var mm = accumulator(); | ||
// returns null | ||
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// Fill the window... | ||
mm = accumulator( 2.0 ); // [2.0] | ||
// returns [ 2.0, 2.0 ] | ||
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mm = accumulator( 1.0 ); // [2.0, 1.0] | ||
// returns [ 1.0, 2.0 ] | ||
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mm = accumulator( 3.0 ); // [2.0, 1.0, 3.0] | ||
// returns [ 1.0, 3.0 ] | ||
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// Window begins sliding... | ||
mm = accumulator( -7.0 ); // [1.0, 3.0, -7.0] | ||
// returns [ -7.0, 3.0 ] | ||
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mm = accumulator( NaN ); // [1.0, 3.0, -7.0] | ||
// returns [ -7.0, 3.0 ] | ||
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mm = accumulator( -5.0 ); // [3.0, -7.0, -5.0] | ||
// returns [ -7.0, 3.0 ] | ||
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mm = accumulator(); | ||
// returns [ -7.0, 3.0 ] | ||
``` | ||
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</section> | ||
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<!-- /.usage --> | ||
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<section class="notes"> | ||
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## Notes | ||
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- Input values are **not** type checked. If provided `NaN`, the accumulated minimum and maximum values are `NaN` for **at least** `W-1` future invocations. If non-numeric inputs are possible, you are advised to type check and handle accordingly **before** passing the value to the accumulator function. | ||
- As `W` values are needed to fill the window buffer, the first `W-1` returned minimum and maximum values are calculated from smaller sample sizes. Until the window is full, each returned minimum and maximum is calculated from all provided values. | ||
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</section> | ||
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<!-- /.notes --> | ||
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<section class="examples"> | ||
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## Examples | ||
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<!-- eslint no-undef: "error" --> | ||
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```javascript | ||
var randu = require( '@stdlib/random/base/randu' ); | ||
var incrnanmminmax = require( '@stdlib/stats/incr/nanmminmax' ); | ||
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var accumulator; | ||
var v; | ||
var i; | ||
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// Initialize an accumulator: | ||
accumulator = incrnanmminmax( 5 ); | ||
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// For each simulated datum, update the moving minimum and maximum... | ||
for ( i = 0; i < 100; i++ ) { | ||
if ( randu() < 0.2 ) { | ||
v = NaN; | ||
} else { | ||
v = randu() * 100.0; | ||
} | ||
accumulator( v ); | ||
} | ||
console.log( accumulator() ); | ||
``` | ||
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</section> | ||
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<!-- /.examples --> | ||
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<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. --> | ||
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<section class="related"> | ||
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* * * | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. remove L135-145 |
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## See Also | ||
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- <span class="package-name">[`@stdlib/stats/incr/max`][@stdlib/stats/incr/max]</span><span class="delimiter">: </span><span class="description">compute a maximum value incrementally.</span> | ||
- <span class="package-name">[`@stdlib/stats/incr/min`][@stdlib/stats/incr/min]</span><span class="delimiter">: </span><span class="description">compute a minimum value incrementally.</span> | ||
- <span class="package-name">[`@stdlib/stats/incr/mmax`][@stdlib/stats/incr/mmax]</span><span class="delimiter">: </span><span class="description">compute a moving maximum incrementally.</span> | ||
- <span class="package-name">[`@stdlib/stats/incr/minmax`][@stdlib/stats/incr/minmax]</span><span class="delimiter">: </span><span class="description">compute a minimum and maximum incrementally.</span> | ||
- <span class="package-name">[`@stdlib/stats/incr/mmin`][@stdlib/stats/incr/mmin]</span><span class="delimiter">: </span><span class="description">compute a moving minimum incrementally.</span> | ||
- <span class="package-name">[`@stdlib/stats/incr/mrange`][@stdlib/stats/incr/mrange]</span><span class="delimiter">: </span><span class="description">compute a moving range incrementally.</span> | ||
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</section> | ||
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<!-- /.related --> | ||
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<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> | ||
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<section class="links"> | ||
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<!-- <related-links> --> | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. remove L154-168 |
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[@stdlib/stats/incr/max]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/stats/incr/max | ||
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[@stdlib/stats/incr/min]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/stats/incr/min | ||
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[@stdlib/stats/incr/mmax]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/stats/incr/mmax | ||
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[@stdlib/stats/incr/minmax]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/stats/incr/minmax | ||
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[@stdlib/stats/incr/mmin]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/stats/incr/mmin | ||
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[@stdlib/stats/incr/mrange]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/stats/incr/mrange | ||
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<!-- </related-links> --> | ||
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</section> | ||
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<!-- /.links --> |
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/** | ||||||
* @license Apache-2.0 | ||||||
* | ||||||
* Copyright (c) 2025 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. | ||||||
*/ | ||||||
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'use strict'; | ||||||
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// MODULES // | ||||||
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var bench = require( '@stdlib/bench' ); | ||||||
var randu = require( '@stdlib/random/base/randu' ); | ||||||
var pkg = require( './../package.json' ).name; | ||||||
var incrnanmminmax = require( './../lib' ); | ||||||
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// MAIN // | ||||||
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bench( pkg, function benchmark( b ) { | ||||||
var f; | ||||||
var i; | ||||||
b.tic(); | ||||||
for ( i = 0; i < b.iterations; i++ ) { | ||||||
f = incrnanmminmax( (i%5)+1 ); | ||||||
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Suggested change
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if ( typeof f !== 'function' ) { | ||||||
b.fail( 'should return a function' ); | ||||||
} | ||||||
} | ||||||
b.toc(); | ||||||
if ( typeof f !== 'function' ) { | ||||||
b.fail( 'should return a function' ); | ||||||
} | ||||||
b.pass( 'benchmark finished' ); | ||||||
b.end(); | ||||||
}); | ||||||
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bench( pkg+'::accumulator', function benchmark( b ) { | ||||||
var acc; | ||||||
var v; | ||||||
var i; | ||||||
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acc = incrnanmminmax( 5 ); | ||||||
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b.tic(); | ||||||
for ( i = 0; i < b.iterations; i++ ) { | ||||||
v = acc( randu() ); | ||||||
if ( v.length !== 2 ) { | ||||||
b.fail( 'should contain two elements' ); | ||||||
} | ||||||
} | ||||||
b.toc(); | ||||||
if ( v[ 0 ] !== v[ 0 ] || v[ 1 ] !== v[ 1 ] ) { | ||||||
b.fail( 'should not return NaN' ); | ||||||
} | ||||||
b.pass( 'benchmark finished' ); | ||||||
b.end(); | ||||||
}); |
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{{alias}}( [out,] W ) | ||
Returns an accumulator function which incrementally computes a moving | ||
minimum and maximum, ignoring `NaN` values. | ||
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The `W` parameter defines the number of values over which to compute the | ||
moving minimum and maximum. | ||
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If provided a value, the accumulator function returns an updated moving | ||
minimum and maximum. If not provided a value, the accumulator function | ||
returns the current moving minimum and maximum. | ||
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As `W` values are needed to fill the window buffer, the first `W-1` returned | ||
minimum and maximum values are calculated from smaller sample sizes. Until | ||
the window is full, each returned minimum and maximum is calculated from all | ||
provided values. | ||
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Parameters | ||
---------- | ||
out: Array|TypedArray (optional) | ||
Output array. | ||
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W: integer | ||
Window size. | ||
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Returns | ||
------- | ||
acc: Function | ||
Accumulator function. | ||
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Examples | ||
-------- | ||
> var accumulator = {{alias}}( 3 ); | ||
> var mm = accumulator() | ||
null | ||
> mm = accumulator( 2.0 ) | ||
[ 2.0, 2.0 ] | ||
> mm = accumulator( -5.0 ) | ||
[ -5.0, 2.0 ] | ||
> mm = accumulator( NaN ) | ||
[ -5.0, 2.0 ] | ||
> mm = accumulator( 5.0 ) | ||
[ -5.0, 5.0 ] | ||
> mm = accumulator() | ||
[ -5.0, 5.0 ] | ||
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See Also | ||
-------- | ||
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