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feat: add stats/base/ndarray/dnanmskmax
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iampratik13:feat/add-stats-base-ndarray-dnanmskmax
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0f9d9a4
feat/add-stats-base-ndarray-dnanmskmax
iampratik13 2894544
fix: minor lint error
iampratik13 2c3a9c7
docs: update copy
kgryte 2413aa4
docs: update note
kgryte 014e109
docs: make note consistent with `dmskmin`
kgryte ca6c852
docs: update desc
kgryte 3207f86
bench: simplify array creation
kgryte 3b84330
docs: fix line wrapping
kgryte d95592b
docs: update copy
kgryte f57b368
docs: update example
kgryte 4c2fe24
docs: update example
kgryte e428a6a
test: actually test that elements are masked
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137 changes: 137 additions & 0 deletions
137
lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/README.md
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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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| # dnanmskmax | ||
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| > Compute the maximum value of a double-precision floating-point ndarray according to a mask, ignoring `NaN` values. | ||
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| <section class="intro"> | ||
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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 dnanmskmax = require( '@stdlib/stats/base/ndarray/dnanmskmax' ); | ||
| ``` | ||
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| #### dnanmskmax( arrays ) | ||
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| Computes the maximum value of a double-precision floating-point ndarray according to a mask, ignoring `NaN` values. | ||
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| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| var Uint8Array = require( '@stdlib/array/uint8' ); | ||
| var ndarray = require( '@stdlib/ndarray/base/ctor' ); | ||
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| var xbuf = new Float64Array( [ 1.0, -2.0, NaN, 2.0 ] ); | ||
| var x = new ndarray( 'float64', xbuf, [ 4 ], [ 1 ], 0, 'row-major' ); | ||
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| var maskbuf = new Uint8Array( [ 0, 0, 0, 0 ] ); | ||
| var mask = new ndarray( 'uint8', maskbuf, [ 4 ], [ 1 ], 0, 'row-major' ); | ||
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| var v = dnanmskmax( [ x, mask ] ); | ||
| // returns 2.0 | ||
| ``` | ||
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| The function has the following parameters: | ||
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| - **arrays**: array-like object containing a one-dimensional input ndarray and a one-dimensional mask ndarray. | ||
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| If a `mask` array element is `0`, the corresponding element in the input ndarray is considered valid and **included** in computation. If a `mask` array element is `1`, the corresponding element in the input ndarray is considered invalid/missing and **excluded** from computation. | ||
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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 ndarray or a mask with all elements set to `1`, the function returns `NaN`. | ||
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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 filledarrayBy = require( '@stdlib/array/filled-by' ); | ||
| var bernoulli = require( '@stdlib/random/base/bernoulli' ); | ||
| var ndarray = require( '@stdlib/ndarray/base/ctor' ); | ||
| var ndarray2array = require( '@stdlib/ndarray/to-array' ); | ||
| var dnanmskmax = require( '@stdlib/stats/base/ndarray/dnanmskmax' ); | ||
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| function rand() { | ||
| if ( bernoulli( 0.2 ) < 1 ) { | ||
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| return NaN; | ||
| } | ||
| return uniform( -50.0, 50.0 ); | ||
| } | ||
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| function randMask() { | ||
| if ( bernoulli( 0.1 ) < 1 ) { | ||
| return 1; | ||
| } | ||
| return 0; | ||
| } | ||
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| var xbuf = filledarrayBy( 10, 'float64', rand ); | ||
| var x = new ndarray( 'float64', xbuf, [ xbuf.length ], [ 1 ], 0, 'row-major' ); | ||
| console.log( ndarray2array( x ) ); | ||
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| var maskbuf = filledarrayBy( xbuf.length, 'uint8', randMask ); | ||
| var mask = new ndarray( 'uint8', maskbuf, [ maskbuf.length ], [ 1 ], 0, 'row-major' ); | ||
| console.log( ndarray2array( mask ) ); | ||
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| var v = dnanmskmax( [ x, mask ] ); | ||
| 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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| </section> | ||
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| <!-- /.links --> | ||
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128
lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/benchmark/benchmark.js
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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 uniform = require( '@stdlib/random/base/uniform' ); | ||
| 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 ndarray = require( '@stdlib/ndarray/base/ctor' ); | ||
| var pkg = require( './../package.json' ).name; | ||
| var dnanmskmax = require( './../lib' ); | ||
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| // FUNCTIONS // | ||
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| /** | ||
| * Returns a random number. | ||
| * | ||
| * @private | ||
| * @returns {number} random number or `NaN` | ||
| */ | ||
| function rand() { | ||
| if ( bernoulli( 0.2 ) < 1 ) { | ||
| return NaN; | ||
| } | ||
| return uniform( -10.0, 10.0 ); | ||
| } | ||
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| /** | ||
| * Returns a random mask value. | ||
| * | ||
| * @private | ||
| * @returns {number} 0 or 1 | ||
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| */ | ||
| function randMask() { | ||
| if ( bernoulli( 0.1 ) < 1 ) { | ||
| return 1; | ||
| } | ||
| return 0; | ||
| } | ||
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| /** | ||
| * Creates a benchmark function. | ||
| * | ||
| * @private | ||
| * @param {PositiveInteger} len - array length | ||
| * @returns {Function} benchmark function | ||
| */ | ||
| function createBenchmark( len ) { | ||
| var mask; | ||
| var mbuf; | ||
| var xbuf; | ||
| var x; | ||
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| xbuf = filledarrayBy( len, 'float64', rand ); | ||
| x = new ndarray( 'float64', xbuf, [ len ], [ 1 ], 0, 'row-major' ); | ||
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| mbuf = filledarrayBy( len, 'uint8', randMask ); | ||
| mask = new ndarray( 'uint8', mbuf, [ len ], [ 1 ], 0, 'row-major' ); | ||
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| return benchmark; | ||
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| function benchmark( b ) { | ||
| var v; | ||
| var i; | ||
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| b.tic(); | ||
| for ( i = 0; i < b.iterations; i++ ) { | ||
| v = dnanmskmax( [ x, mask ] ); | ||
| 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( pkg+':len='+len, f ); | ||
| } | ||
| } | ||
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| main(); | ||
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35
lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/docs/repl.txt
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| {{alias}}( arrays ) | ||
| Computes the maximum value of a double-precision floating- | ||
| point ndarray according to a mask, ignoring `NaN` values. | ||
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| If provided an empty ndarray, the function returns `NaN`. | ||
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| Parameters | ||
| ---------- | ||
| arrays: ArrayLikeObject<ndarray> | ||
| Array-like object containing a one-dimensional input ndarray and a | ||
| one-dimensional mask ndarray. | ||
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| Returns | ||
| ------- | ||
| out: number | ||
| Maximum value. | ||
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| Examples | ||
| -------- | ||
| > var xbuf = new {{alias:@stdlib/array/float64}}( [ 1.0, -2.0, NaN, 2.0 ] ); | ||
| > var dt = 'float64'; | ||
| > var sh = [ xbuf.length ]; | ||
| > var sx = [ 1 ]; | ||
| > var ox = 0; | ||
| > var ord = 'row-major'; | ||
| > var x = new {{alias:@stdlib/ndarray/ctor}}( dt, xbuf, sh, sx, ox, ord ); | ||
| > var mbuf = new {{alias:@stdlib/array/uint8}}( [ 0, 0, 0, 0 ] ); | ||
| > var mask = new {{alias:@stdlib/ndarray/ctor}}( 'uint8', mbuf, sh, sx, ox, ord ); | ||
| > {{alias}}( [ x, mask ] ) | ||
| 2.0 | ||
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| See Also | ||
| -------- | ||
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lib/node_modules/@stdlib/stats/base/ndarray/dnanmskmax/docs/types/index.d.ts
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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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| // TypeScript Version: 4.1 | ||
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| /// <reference types="@stdlib/types"/> | ||
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| import { float64ndarray, uint8ndarray } from '@stdlib/types/ndarray'; | ||
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| /** | ||
| * Computes the maximum value of a double-precision floating-point ndarray according to a mask, ignoring `NaN` values. | ||
| * | ||
| * @param arrays - array-like object containing an input ndarray and a mask ndarray | ||
| * @returns maximum value | ||
| * | ||
| * @example | ||
| * var Float64Array = require( '@stdlib/array/float64' ); | ||
| * var Uint8Array = require( '@stdlib/array/uint8' ); | ||
| * var ndarray = require( '@stdlib/ndarray/base/ctor' ); | ||
| * | ||
| * var xbuf = new Float64Array( [ 1.0, -2.0, NaN, 2.0 ] ); | ||
| * var x = new ndarray( 'float64', xbuf, [ 4 ], [ 1 ], 0, 'row-major' ); | ||
| * | ||
| * var mbuf = new Uint8Array( [ 0, 0, 0, 0 ] ); | ||
| * var mask = new ndarray( 'uint8', mbuf, [ 4 ], [ 1 ], 0, 'row-major' ); | ||
| * | ||
| * var v = dnanmskmax( [ x, mask ] ); | ||
| * // returns 2.0 | ||
| */ | ||
| declare function dnanmskmax( arrays: [ float64ndarray, uint8ndarray ] ): number; | ||
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| // EXPORTS // | ||
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| export = dnanmskmax; |
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