README.md (5498B)
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 # gsortins 22 23 > Sort a strided array using insertion sort. 24 25 <section class="usage"> 26 27 ## Usage 28 29 ```javascript 30 var gsortins = require( '@stdlib/blas/ext/base/gsortins' ); 31 ``` 32 33 #### gsortins( N, order, x, stride ) 34 35 Sorts a strided array `x` using insertion sort. 36 37 ```javascript 38 var x = [ 1.0, -2.0, 3.0, -4.0 ]; 39 40 gsortins( 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 gsortins( 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 gsortins( N, -1.0, x1, 2 ); 78 // x0 => <Float64Array>[ 1.0, 4.0, 3.0, 2.0 ] 79 ``` 80 81 #### gsortins.ndarray( N, order, x, stride, offset ) 82 83 Sorts a strided array `x` using insertion sort and alternative indexing semantics. 84 85 ```javascript 86 var x = [ 1.0, -2.0, 3.0, -4.0 ]; 87 88 gsortins.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 gsortins.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^2)`. 117 - The algorithm is efficient for **small** strided arrays (typically `N <= 20`) and is particularly efficient for sorting strided arrays which are already substantially sorted. 118 - The algorithm is **stable**, meaning that the algorithm does **not** 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 ([`dsortins`][@stdlib/blas/ext/base/dsortins], [`ssortins`][@stdlib/blas/ext/base/ssortins], 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 gsortins = require( '@stdlib/blas/ext/base/gsortins' ); 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 gsortins( x.length, -1.0, x, -1 ); 157 console.log( x ); 158 ``` 159 160 </section> 161 162 <!-- /.examples --> 163 164 <section class="links"> 165 166 [mdn-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array 167 168 [mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray 169 170 [@stdlib/blas/ext/base/dsortins]: https://www.npmjs.com/package/@stdlib/blas/tree/main/ext/base/dsortins 171 172 [@stdlib/blas/ext/base/ssortins]: https://www.npmjs.com/package/@stdlib/blas/tree/main/ext/base/ssortins 173 174 </section> 175 176 <!-- /.links -->