time-to-botec

Benchmark sampling in different programming languages
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      3 @license Apache-2.0
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      5 Copyright (c) 2020 The Stdlib Authors.
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     20 
     21 # gsortsh
     22 
     23 > Sort a strided array using Shellsort.
     24 
     25 <section class="usage">
     26 
     27 ## Usage
     28 
     29 ```javascript
     30 var gsortsh = require( '@stdlib/blas/ext/base/gsortsh' );
     31 ```
     32 
     33 #### gsortsh( N, order, x, stride )
     34 
     35 Sorts a strided array `x` using Shellsort.
     36 
     37 ```javascript
     38 var x = [ 1.0, -2.0, 3.0, -4.0 ];
     39 
     40 gsortsh( x.length, 1.0, x, 1 );
     41 // x => [ -4.0, -2.0, 1.0, 3.0 ]
     42 ```
     43 
     44 The function has the following parameters:
     45 
     46 -   **N**: number of indexed elements.
     47 -   **order**: sort order. If `order < 0.0`, the input strided array is sorted in **decreasing** order. If `order > 0.0`, the input strided array is sorted in **increasing** order. If `order == 0.0`, the input strided array is left unchanged.
     48 -   **x**: input [`Array`][mdn-array] or [`typed array`][mdn-typed-array].
     49 -   **stride**: index increment.
     50 
     51 The `N` and `stride` parameters determine which elements in `x` are accessed at runtime. For example, to sort every other element
     52 
     53 ```javascript
     54 var floor = require( '@stdlib/math/base/special/floor' );
     55 
     56 var x = [ 1.0, -2.0, 3.0, -4.0 ];
     57 var N = floor( x.length / 2 );
     58 
     59 gsortsh( N, -1.0, x, 2 );
     60 // x => [ 3.0, -2.0, 1.0, -4.0 ]
     61 ```
     62 
     63 Note that indexing is relative to the first index. To introduce an offset, use [`typed array`][mdn-typed-array] views.
     64 
     65 ```javascript
     66 var Float64Array = require( '@stdlib/array/float64' );
     67 var floor = require( '@stdlib/math/base/special/floor' );
     68 
     69 // Initial array...
     70 var x0 = new Float64Array( [ 1.0, 2.0, 3.0, 4.0 ] );
     71 
     72 // Create an offset view...
     73 var x1 = new Float64Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element
     74 var N = floor( x0.length/2 );
     75 
     76 // Sort every other element...
     77 gsortsh( N, -1.0, x1, 2 );
     78 // x0 => <Float64Array>[ 1.0, 4.0, 3.0, 2.0 ]
     79 ```
     80 
     81 #### gsortsh.ndarray( N, order, x, stride, offset )
     82 
     83 Sorts a strided array `x` using Shellsort and alternative indexing semantics.
     84 
     85 ```javascript
     86 var x = [ 1.0, -2.0, 3.0, -4.0 ];
     87 
     88 gsortsh.ndarray( x.length, 1.0, x, 1, 0 );
     89 // x => [ -4.0, -2.0, 1.0, 3.0 ]
     90 ```
     91 
     92 The function has the following additional parameters:
     93 
     94 -   **offset**: starting index.
     95 
     96 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`
     97 
     98 ```javascript
     99 var x = [ 1.0, -2.0, 3.0, -4.0, 5.0, -6.0 ];
    100 
    101 gsortsh.ndarray( 3, 1.0, x, 1, x.length-3 );
    102 // x => [ 1.0, -2.0, 3.0, -6.0, -4.0, 5.0 ]
    103 ```
    104 
    105 </section>
    106 
    107 <!-- /.usage -->
    108 
    109 <section class="notes">
    110 
    111 ## Notes
    112 
    113 -   If `N <= 0` or `order == 0.0`, both functions return `x` unchanged.
    114 -   The algorithm distinguishes between `-0` and `+0`. When sorted in increasing order, `-0` is sorted before `+0`. When sorted in decreasing order, `-0` is sorted after `+0`.
    115 -   The algorithm sorts `NaN` values to the end. When sorted in increasing order, `NaN` values are sorted last. When sorted in decreasing order, `NaN` values are sorted first.
    116 -   The algorithm has space complexity `O(1)` and worst case time complexity `O(N^(4/3))`.
    117 -   The algorithm is efficient for **shorter** strided arrays (typically `N <= 50`).
    118 -   The algorithm is **unstable**, meaning that the algorithm may change the order of strided array elements which are equal or equivalent (e.g., `NaN` values).
    119 -   The input strided array is sorted **in-place** (i.e., the input strided array is **mutated**).
    120 -   Depending on the environment, the typed versions ([`dsortsh`][@stdlib/blas/ext/base/dsortsh], [`ssortsh`][@stdlib/blas/ext/base/ssortsh], etc.) are likely to be significantly more performant.
    121 
    122 </section>
    123 
    124 <!-- /.notes -->
    125 
    126 <section class="examples">
    127 
    128 ## Examples
    129 
    130 <!-- eslint no-undef: "error" -->
    131 
    132 ```javascript
    133 var round = require( '@stdlib/math/base/special/round' );
    134 var randu = require( '@stdlib/random/base/randu' );
    135 var Float64Array = require( '@stdlib/array/float64' );
    136 var gsortsh = require( '@stdlib/blas/ext/base/gsortsh' );
    137 
    138 var rand;
    139 var sign;
    140 var x;
    141 var i;
    142 
    143 x = new Float64Array( 10 );
    144 for ( i = 0; i < x.length; i++ ) {
    145     rand = round( randu()*100.0 );
    146     sign = randu();
    147     if ( sign < 0.5 ) {
    148         sign = -1.0;
    149     } else {
    150         sign = 1.0;
    151     }
    152     x[ i ] = sign * rand;
    153 }
    154 console.log( x );
    155 
    156 gsortsh( x.length, -1.0, x, -1 );
    157 console.log( x );
    158 ```
    159 
    160 </section>
    161 
    162 <!-- /.examples -->
    163 
    164 * * *
    165 
    166 <section class="references">
    167 
    168 ## References
    169 
    170 -   Shell, Donald L. 1959. "A High-Speed Sorting Procedure." _Communications of the ACM_ 2 (7). Association for Computing Machinery: 30–32. doi:[10.1145/368370.368387][@shell:1959a].
    171 -   Sedgewick, Robert. 1986. "A new upper bound for Shellsort." _Journal of Algorithms_ 7 (2): 159–73. doi:[10.1016/0196-6774(86)90001-5][@sedgewick:1986a].
    172 -   Ciura, Marcin. 2001. "Best Increments for the Average Case of Shellsort." In _Fundamentals of Computation Theory_, 106–17. Springer Berlin Heidelberg. doi:[10.1007/3-540-44669-9_12][@ciura:2001a].
    173 
    174 </section>
    175 
    176 <!-- /.references -->
    177 
    178 <section class="links">
    179 
    180 [mdn-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array
    181 
    182 [mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray
    183 
    184 [@stdlib/blas/ext/base/dsortsh]: https://www.npmjs.com/package/@stdlib/blas/tree/main/ext/base/dsortsh
    185 
    186 [@stdlib/blas/ext/base/ssortsh]: https://www.npmjs.com/package/@stdlib/blas/tree/main/ext/base/ssortsh
    187 
    188 [@shell:1959a]: https://doi.org/10.1145/368370.368387
    189 
    190 [@sedgewick:1986a]: https://doi.org/10.1016/0196-6774(86)90001-5
    191 
    192 [@ciura:2001a]: https://doi.org/10.1007/3-540-44669-9_12
    193 
    194 </section>
    195 
    196 <!-- /.links -->