README.md (5935B)
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 # rangeBy 22 23 > Calculate the [range][range] of a strided array via a callback function. 24 25 <section class="intro"> 26 27 The [**range**][range] is defined as the difference between the maximum and minimum values. 28 29 </section> 30 31 <!-- /.intro --> 32 33 <section class="usage"> 34 35 ## Usage 36 37 ```javascript 38 var rangeBy = require( '@stdlib/stats/base/range-by' ); 39 ``` 40 41 #### rangeBy( N, x, stride, clbk\[, thisArg] ) 42 43 Calculates the [range][range] of strided array `x` via a callback function. 44 45 ```javascript 46 function accessor( v ) { 47 return v * 2.0; 48 } 49 50 var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ]; 51 52 var v = rangeBy( x.length, x, 1, accessor ); 53 // returns 18.0 54 ``` 55 56 The function has the following parameters: 57 58 - **N**: number of indexed elements. 59 - **x**: input [`Array`][mdn-array], [`typed array`][mdn-typed-array], or an array-like object (excluding strings and functions). 60 - **stride**: index increment. 61 - **clbk**: callback function. 62 - **thisArg**: execution context (_optional_). 63 64 The invoked callback is provided four arguments: 65 66 - **value**: array element. 67 - **aidx**: array index. 68 - **sidx**: strided index (`offset + aidx*stride`). 69 - **array**: input array/collection. 70 71 To set the callback execution context, provide a `thisArg`. 72 73 ```javascript 74 function accessor( v ) { 75 this.count += 1; 76 return v * 2.0; 77 } 78 79 var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ]; 80 81 var context = { 82 'count': 0 83 }; 84 85 var v = rangeBy( x.length, x, 1, accessor, context ); 86 // returns 18.0 87 88 var cnt = context.count; 89 // returns 8 90 ``` 91 92 The `N` and `stride` parameters determine which elements in `x` are accessed at runtime. For example, to access every other element 93 94 ```javascript 95 var floor = require( '@stdlib/math/base/special/floor' ); 96 97 function accessor( v ) { 98 return v * 2.0; 99 } 100 101 var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ]; 102 var N = floor( x.length / 2 ); 103 104 var v = rangeBy( N, x, 2, accessor ); 105 // returns 12.0 106 ``` 107 108 Note that indexing is relative to the first index. To introduce an offset, use [`typed array`][mdn-typed-array] views. 109 110 ```javascript 111 var Float64Array = require( '@stdlib/array/float64' ); 112 var floor = require( '@stdlib/math/base/special/floor' ); 113 114 function accessor( v ) { 115 return v * 2.0; 116 } 117 118 // Initial array... 119 var x0 = new Float64Array( [ 1.0, -2.0, 3.0, -4.0, 5.0, -6.0 ] ); 120 121 // Create an offset view... 122 var x1 = new Float64Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element 123 var N = floor( x0.length/2 ); 124 125 // Access every other element... 126 var v = rangeBy( N, x1, 2, accessor ); 127 // returns 8.0 128 ``` 129 130 #### rangeBy.ndarray( N, x, stride, offset, clbk\[, thisArg] ) 131 132 Calculates the [range][range] of strided array `x` via a callback function and using alternative indexing semantics. 133 134 ```javascript 135 function accessor( v ) { 136 return v * 2.0; 137 } 138 139 var x = [ -2.0, 1.0, 3.0, -5.0, 4.0, 0.0, -1.0, -3.0 ]; 140 141 var v = rangeBy.ndarray( x.length, x, 1, 0, accessor ); 142 // returns 18.0 143 ``` 144 145 The function has the following additional parameters: 146 147 - **offset**: starting index. 148 149 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` 150 151 ```javascript 152 function accessor( v ) { 153 return v * 2.0; 154 } 155 156 var x = [ 1.0, -2.0, 3.0, -4.0, 5.0, -6.0 ]; 157 158 var v = rangeBy.ndarray( 3, x, 1, x.length-3, accessor ); 159 // returns 22.0 160 ``` 161 162 </section> 163 164 <!-- /.usage --> 165 166 <section class="notes"> 167 168 ## Notes 169 170 - If `N <= 0`, both functions return `NaN`. 171 - A provided callback function should return a numeric value. 172 - If a provided callback function does not return any value (or equivalently, explicitly returns `undefined`), the value is **ignored**. 173 - When possible, prefer using [`drange`][@stdlib/stats/base/drange], [`srange`][@stdlib/stats/base/srange], and/or [`range`][@stdlib/stats/base/range], as, depending on the environment, these interfaces are likely to be significantly more performant. 174 175 </section> 176 177 <!-- /.notes --> 178 179 <section class="examples"> 180 181 ## Examples 182 183 <!-- eslint no-undef: "error" --> 184 185 ```javascript 186 var round = require( '@stdlib/math/base/special/round' ); 187 var randu = require( '@stdlib/random/base/randu' ); 188 var Float64Array = require( '@stdlib/array/float64' ); 189 var gfillBy = require( '@stdlib/blas/ext/base/gfill-by' ); 190 var rangeBy = require( '@stdlib/stats/base/range-by' ); 191 192 function fill() { 193 return round( ( randu()*100.0 ) - 50.0 ); 194 } 195 196 function accessor( v ) { 197 return v * 2.0; 198 } 199 200 var x = new Float64Array( 10 ); 201 202 gfillBy( x.length, x, 1, fill ); 203 console.log( x ); 204 205 var v = rangeBy( x.length, x, 1, accessor ); 206 console.log( v ); 207 ``` 208 209 </section> 210 211 <!-- /.examples --> 212 213 <section class="links"> 214 215 [range]: https://en.wikipedia.org/wiki/Range_%28statistics%29 216 217 [mdn-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array 218 219 [mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray 220 221 [@stdlib/stats/base/drange]: https://www.npmjs.com/package/@stdlib/stats/tree/main/base/drange 222 223 [@stdlib/stats/base/range]: https://www.npmjs.com/package/@stdlib/stats/tree/main/base/range 224 225 [@stdlib/stats/base/srange]: https://www.npmjs.com/package/@stdlib/stats/tree/main/base/srange 226 227 </section> 228 229 <!-- /.links -->