220 lines
5.5 KiB
Markdown
220 lines
5.5 KiB
Markdown
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<!--
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@license Apache-2.0
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Copyright (c) 2020 The Stdlib Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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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
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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-->
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# maxBy
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> Calculate the maximum value of a strided array via a callback function.
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<section class="usage">
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## Usage
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```javascript
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var maxBy = require( '@stdlib/stats/base/max-by' );
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```
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#### maxBy( N, x, stride, clbk\[, thisArg] )
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Calculates the maximum value of strided array `x` via a callback function.
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```javascript
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function accessor( v ) {
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return v * 2.0;
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}
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var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ];
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var v = maxBy( x.length, x, 1, accessor );
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// returns 8.0
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```
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The function has the following parameters:
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- **N**: number of indexed elements.
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- **x**: input [`Array`][mdn-array], [`typed array`][mdn-typed-array], or an array-like object (excluding strings and functions).
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- **stride**: index increment.
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- **clbk**: callback function.
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- **thisArg**: execution context (_optional_).
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The invoked callback is provided four arguments:
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- **value**: array element.
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- **aidx**: array index.
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- **sidx**: strided index (`offset + aidx*stride`).
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- **array**: input array/collection.
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To set the callback execution context, provide a `thisArg`.
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```javascript
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function accessor( v ) {
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this.count += 1;
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return v * 2.0;
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}
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var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ];
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var context = {
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'count': 0
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};
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var v = maxBy( x.length, x, 1, accessor, context );
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// returns 8.0
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var cnt = context.count;
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// returns 8
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```
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The `N` and `stride` parameters determine which elements in `x` are accessed at runtime. For example, to access every other element
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```javascript
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var floor = require( '@stdlib/math/base/special/floor' );
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function accessor( v ) {
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return v * 2.0;
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}
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var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ];
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var N = floor( x.length / 2 );
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var v = maxBy( N, x, 2, accessor );
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// returns 8.0
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```
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Note that indexing is relative to the first index. To introduce an offset, use [`typed array`][mdn-typed-array] views.
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```javascript
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var Float64Array = require( '@stdlib/array/float64' );
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var floor = require( '@stdlib/math/base/special/floor' );
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function accessor( v ) {
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return v * 2.0;
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}
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// Initial array...
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var x0 = new Float64Array( [ 1.0, -2.0, 3.0, -4.0, 5.0, -6.0 ] );
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// Create an offset view...
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var x1 = new Float64Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element
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var N = floor( x0.length/2 );
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// Access every other element...
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var v = maxBy( N, x1, 2, accessor );
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// returns -4.0
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```
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#### maxBy.ndarray( N, x, stride, offset, clbk\[, thisArg] )
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Calculates the maximum value of strided array `x` via a callback function and using alternative indexing semantics.
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```javascript
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function accessor( v ) {
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return v * 2.0;
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}
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var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ];
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var v = maxBy.ndarray( x.length, x, 1, 0, accessor );
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// returns 8.0
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```
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The function has the following additional parameters:
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- **offset**: starting index.
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While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying `buffer`, the `offset` parameter supports indexing semantics based on a starting index. For example, to access only the last three elements of `x`
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```javascript
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function accessor( v ) {
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return v * 2.0;
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}
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var x = [ 1.0, -2.0, 3.0, -4.0, 5.0, -6.0 ];
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var v = maxBy.ndarray( 3, x, 1, x.length-3, accessor );
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// returns 10.0
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```
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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 `N <= 0`, both functions return `NaN`.
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- A provided callback function should return a numeric value.
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- If a provided callback function does not return any value (or equivalently, explicitly returns `undefined`), the value is **ignored**.
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- When possible, prefer using [`dmax`][@stdlib/stats/base/dmax], [`smax`][@stdlib/stats/base/smax], and/or [`max`][@stdlib/stats/base/max], as, depending on the environment, these interfaces are likely to be significantly more performant.
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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
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var round = require( '@stdlib/math/base/special/round' );
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var randu = require( '@stdlib/random/base/randu' );
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var Float64Array = require( '@stdlib/array/float64' );
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var gfillBy = require( '@stdlib/blas/ext/base/gfill-by' );
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var maxBy = require( '@stdlib/stats/base/max-by' );
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function fill() {
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return round( ( randu()*100.0 ) - 50.0 );
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}
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function accessor( v ) {
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return v * 2.0;
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}
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var x = new Float64Array( 10 );
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gfillBy( x.length, x, 1, fill );
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console.log( x );
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var v = maxBy( x.length, x, 1, accessor );
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console.log( v );
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```
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</section>
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<!-- /.examples -->
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<section class="links">
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[mdn-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array
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[mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray
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[@stdlib/stats/base/dmax]: https://www.npmjs.com/package/@stdlib/stats/tree/main/base/dmax
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[@stdlib/stats/base/max]: https://www.npmjs.com/package/@stdlib/stats/tree/main/base/max
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[@stdlib/stats/base/smax]: https://www.npmjs.com/package/@stdlib/stats/tree/main/base/smax
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</section>
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<!-- /.links -->
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