README.md (6179B)
1 <!-- 2 3 @license Apache-2.0 4 5 Copyright (c) 2020 The Stdlib Authors. 6 7 Licensed under the Apache License, Version 2.0 (the "License"); 8 you may not use this file except in compliance with the License. 9 You may obtain a copy of the License at 10 11 http://www.apache.org/licenses/LICENSE-2.0 12 13 Unless required by applicable law or agreed to in writing, software 14 distributed under the License is distributed on an "AS IS" BASIS, 15 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 16 See the License for the specific language governing permissions and 17 limitations under the License. 18 19 --> 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 -->