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feat: add stats/array/nanmidrange-by
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Feb 15, 2026
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f39b0a8
feat: add `stats/array/nanmidrange-by`
Om-A-osc 7d9509a
Update documentation to use backticks for NaN
Sachinn-64 27497ce
fix: addressing comments
Om-A-osc 32719e2
Update index.js
Sachinn-64 7acf263
fix: addressing second round comments
Om-A-osc a55bbf9
docs: add missing backticks
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159 changes: 159 additions & 0 deletions
159
lib/node_modules/@stdlib/stats/array/nanmidrange-by/README.md
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| <!-- | ||
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| @license Apache-2.0 | ||
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| Copyright (c) 2026 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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| # nanmidrangeBy | ||
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| > Calculate the [midrange][midrange] of an array via a callback function, ignoring `NaN` values. | ||
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| <section class="intro"> | ||
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| The [**midrange**][midrange] is defined as the arithmetic mean of the maximum and minimum values in a data set. The measure is the midpoint of the range and a measure of central tendency. | ||
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| </section> | ||
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| <!-- /.intro --> | ||
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| <section class="usage"> | ||
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| ## Usage | ||
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| ```javascript | ||
| var nanmidrangeBy = require( '@stdlib/stats/array/nanmidrange-by' ); | ||
| ``` | ||
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| #### nanmidrangeBy( x, clbk\[, thisArg] ) | ||
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| Computes the [midrange][midrange] of an array via a callback function, ignoring `NaN` values. | ||
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| ```javascript | ||
| function accessor( v ) { | ||
| return v * 2.0; | ||
| } | ||
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| var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, NaN, 0.0, -1.0, -3.0, NaN ]; | ||
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| var v = nanmidrangeBy( x, accessor ); | ||
| // returns -1.0 | ||
| ``` | ||
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| The function has the following parameters: | ||
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| - **x**: input array. | ||
| - **clbk**: callback function. | ||
| - **thisArg**: execution context (_optional_). | ||
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| The invoked callback is provided three arguments: | ||
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| - **value**: current array element. | ||
| - **index**: current array index. | ||
| - **array**: input array. | ||
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| To set the callback execution context, provide a `thisArg`. | ||
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| ```javascript | ||
| function accessor( v ) { | ||
| this.count += 1; | ||
| return v * 2.0; | ||
| } | ||
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| var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, NaN, 0.0, -1.0, -3.0, NaN ]; | ||
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| var context = { | ||
| 'count': 0 | ||
| }; | ||
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| var v = nanmidrangeBy( x, accessor, context ); | ||
| // returns -1.0 | ||
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| var cnt = context.count; | ||
| // returns 10 | ||
| ``` | ||
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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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| - If provided an empty array, the function returns `NaN`. | ||
| - A provided callback function should return a numeric value. | ||
| - If a provided callback function returns `NaN`, the value is **ignored**. | ||
| - If a provided callback function does not return any value (or equivalently, explicitly returns `undefined`), the value is **ignored**. | ||
| - The function supports array-like objects having getter and setter accessors for array element access (e.g., [`@stdlib/array/base/accessor`][@stdlib/array/base/accessor]). | ||
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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 uniform = require( '@stdlib/random/base/uniform' ); | ||
| var bernoulli = require( '@stdlib/random/base/bernoulli' ); | ||
| var filledarrayBy = require( '@stdlib/array/filled-by' ); | ||
| var nanmidrangeBy = require( '@stdlib/stats/array/nanmidrange-by' ); | ||
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| function rand() { | ||
| if ( bernoulli( 0.8 ) < 1 ) { | ||
| return NaN; | ||
| } | ||
| return uniform( -50.0, 50.0 ); | ||
| } | ||
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| function accessor( v ) { | ||
| return v * 2.0; | ||
| } | ||
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| var x = filledarrayBy( 10, 'float64', rand ); | ||
| console.log( x ); | ||
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| var v = nanmidrangeBy( x, accessor ); | ||
| console.log( v ); | ||
| ``` | ||
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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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| </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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| [@stdlib/array/base/accessor]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/base/accessor | ||
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| [midrange]: https://en.wikipedia.org/wiki/Mid-range | ||
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| </section> | ||
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| <!-- /.links --> | ||
122 changes: 122 additions & 0 deletions
122
lib/node_modules/@stdlib/stats/array/nanmidrange-by/benchmark/benchmark.js
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| /** | ||
| * @license Apache-2.0 | ||
| * | ||
| * Copyright (c) 2026 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 uniform = require( '@stdlib/random/base/uniform' ); | ||
| var format = require( '@stdlib/string/format' ); | ||
| var bernoulli = require( '@stdlib/random/base/bernoulli' ); | ||
| var filledarrayBy = require( '@stdlib/array/filled-by' ); | ||
| var isnan = require( '@stdlib/math/base/assert/is-nan' ); | ||
| var pow = require( '@stdlib/math/base/special/pow' ); | ||
| var pkg = require( './../package.json' ).name; | ||
| var nanmidrangeBy = require( './../lib' ); | ||
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| // FUNCTIONS // | ||
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| /** | ||
| * Accessor function. | ||
| * | ||
| * @private | ||
| * @param {number} value - array element | ||
| * @returns {number} accessed value | ||
| */ | ||
| function accessor( value ) { | ||
| return value * 2.0; | ||
| } | ||
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| /** | ||
| * Returns a random number. | ||
| * | ||
| * @private | ||
| * @returns {number} random number | ||
| */ | ||
| function rand() { | ||
| if ( bernoulli( 0.8 ) < 1 ) { | ||
| return NaN; | ||
| } | ||
| return uniform( -10.0, 10.0 ); | ||
| } | ||
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| /** | ||
| * Creates a benchmark function. | ||
| * | ||
| * @private | ||
| * @param {PositiveInteger} len - array length | ||
| * @returns {Function} benchmark function | ||
| */ | ||
| function createBenchmark( len ) { | ||
| var x = filledarrayBy( len, 'generic', rand ); | ||
| return benchmark; | ||
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| /** | ||
| * Benchmark function. | ||
| * | ||
| * @private | ||
| * @param {Benchmark} b - benchmark instance | ||
| */ | ||
| function benchmark( b ) { | ||
| var v; | ||
| var i; | ||
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| b.tic(); | ||
| for ( i = 0; i < b.iterations; i++ ) { | ||
| v = nanmidrangeBy( x, accessor ); | ||
| if ( isnan( v ) ) { | ||
| b.fail( 'should not return NaN' ); | ||
| } | ||
| } | ||
| b.toc(); | ||
| if ( isnan( v ) ) { | ||
| b.fail( 'should not return NaN' ); | ||
| } | ||
| b.pass( 'benchmark finished' ); | ||
| b.end(); | ||
| } | ||
| } | ||
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| // MAIN // | ||
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| /** | ||
| * Main execution sequence. | ||
| * | ||
| * @private | ||
| */ | ||
| function main() { | ||
| var len; | ||
| var min; | ||
| var max; | ||
| var f; | ||
| var i; | ||
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| min = 1; // 10^min | ||
| max = 6; // 10^max | ||
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| for ( i = min; i <= max; i++ ) { | ||
| len = pow( 10, i ); | ||
| f = createBenchmark( len ); | ||
| bench( format( '%s:len=%d', pkg, len ), f ); | ||
| } | ||
| } | ||
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| main(); |
46 changes: 46 additions & 0 deletions
46
lib/node_modules/@stdlib/stats/array/nanmidrange-by/docs/repl.txt
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| {{alias}}( x, clbk[, thisArg] ) | ||
| Computes the midrange of an array via a callback function, | ||
| ignoring NaN values. | ||
|
Planeshifter marked this conversation as resolved.
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| If provided an empty array, the function returns `NaN`. | ||
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| The callback function is provided three arguments: | ||
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| - value: current array element. | ||
| - index: current array index. | ||
| - array: the input array. | ||
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| The callback function should return a numeric value. | ||
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|
Om-A-osc marked this conversation as resolved.
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| If the callback function returns `NaN`, the value is ignored. | ||
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| If the callback function does not return any value (or equivalently, | ||
| explicitly returns `undefined`), the value is ignored. | ||
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| Parameters | ||
| ---------- | ||
| x: Array|TypedArray | ||
| Input array. | ||
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| clbk: Function | ||
| Callback function. | ||
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| thisArg: any (optional) | ||
| Execution context. | ||
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| Returns | ||
| ------- | ||
| out: number | ||
| Midrange. | ||
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| Examples | ||
| -------- | ||
| > function accessor( v ) { return v * 2.0; }; | ||
| > var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, NaN, -1.0, -3.0 ]; | ||
| > {{alias}}( x, accessor ) | ||
| -1.0 | ||
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| See Also | ||
| -------- | ||
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