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| 1 | +<!-- |
| 2 | +
|
| 3 | +@license Apache-2.0 |
| 4 | +
|
| 5 | +Copyright (c) 2024 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 | +# array2fancy |
| 22 | + |
| 23 | +> Convert an array to an object supporting fancy indexing. |
| 24 | +
|
| 25 | +<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. --> |
| 26 | + |
| 27 | +<section class="intro"> |
| 28 | + |
| 29 | +An array supporting **fancy indexing** is an array which supports slicing via indexing expressions for both retrieval and assignment. |
| 30 | + |
| 31 | +```javascript |
| 32 | +var array2fancy = require( '@stdlib/array/to-fancy' ); |
| 33 | + |
| 34 | +// Create a plain array: |
| 35 | +var x = [ 1, 2, 3, 4, 5, 6, 7, 8 ]; |
| 36 | + |
| 37 | +// Turn the plain array into a "fancy" array: |
| 38 | +var y = array2fancy( x ); |
| 39 | + |
| 40 | +// Select the first 3 elements: |
| 41 | +var v = y[ ':3' ]; |
| 42 | +// returns [ 1, 2, 3 ] |
| 43 | + |
| 44 | +// Select every other element, starting from the second element: |
| 45 | +v = y[ '1::2' ]; |
| 46 | +// returns [ 2, 4, 6, 8 ] |
| 47 | + |
| 48 | +// Select every other element, in reverse order, starting with the least element: |
| 49 | +v = y[ '::-2' ]; |
| 50 | +// returns [ 8, 6, 4, 2 ] |
| 51 | + |
| 52 | +// Set all elements to the same value: |
| 53 | +y[ ':' ] = 9; |
| 54 | + |
| 55 | +// Create a shallow copy by selecting all elements: |
| 56 | +v = y[ ':' ]; |
| 57 | +// returns [ 9, 9, 9, 9, 9, 9, 9, 9 ] |
| 58 | +``` |
| 59 | + |
| 60 | +</section> |
| 61 | + |
| 62 | +<!-- /.intro --> |
| 63 | + |
| 64 | +<!-- Package usage documentation. --> |
| 65 | + |
| 66 | +<section class="usage"> |
| 67 | + |
| 68 | +## Usage |
| 69 | + |
| 70 | +```javascript |
| 71 | +var array2fancy = require( '@stdlib/array/to-fancy' ); |
| 72 | +``` |
| 73 | + |
| 74 | +#### array2fancy( x\[, options] ) |
| 75 | + |
| 76 | +Converts an array to an object supporting fancy indexing. |
| 77 | + |
| 78 | +```javascript |
| 79 | +var Slice = require( '@stdlib/slice/ctor' ); |
| 80 | + |
| 81 | +var x = [ 1, 2, 3, 4 ]; |
| 82 | + |
| 83 | +var y = array2fancy( x ); |
| 84 | +// returns <Array> |
| 85 | + |
| 86 | +// Normal element access: |
| 87 | +var v = y[ 0 ]; |
| 88 | +// returns 1 |
| 89 | + |
| 90 | +v = y[ 1 ]; |
| 91 | +// returns 2 |
| 92 | + |
| 93 | +// Using negative integers: |
| 94 | +v = y[ -1 ]; |
| 95 | +// returns 4 |
| 96 | + |
| 97 | +v = y[ -2 ]; |
| 98 | +// returns 3 |
| 99 | + |
| 100 | +// Using subsequence expressions: |
| 101 | +v = y[ '1::2' ]; |
| 102 | +// returns [ 2, 4 ] |
| 103 | + |
| 104 | +// Using Slice objects: |
| 105 | +v = y[ new Slice( 1, null, 2 ) ]; |
| 106 | +// returns [ 2, 4 ] |
| 107 | + |
| 108 | +// Assignment: |
| 109 | +y[ '1:3' ] = 5; |
| 110 | +v = y[ ':' ]; |
| 111 | +// returns [ 1, 5, 5, 4 ] |
| 112 | +``` |
| 113 | + |
| 114 | +The function supports the following options: |
| 115 | + |
| 116 | +- **strict**: boolean indicating whether to enforce strict bounds checking. Default: `false`. |
| 117 | + |
| 118 | +By default, the function returns a fancy array which does **not** enforce strict bounds checking. For example, |
| 119 | + |
| 120 | +```javascript |
| 121 | +var y = array2fancy( [ 1, 2, 3, 4 ] ); |
| 122 | + |
| 123 | +var v = y[ 10 ]; |
| 124 | +// returns undefined |
| 125 | +``` |
| 126 | + |
| 127 | +To enforce strict bounds checking, set the `strict` option to `true`. |
| 128 | + |
| 129 | +<!-- run throws: true --> |
| 130 | + |
| 131 | +```javascript |
| 132 | +var y = array2fancy( [ 1, 2, 3, 4 ], { |
| 133 | + 'strict': true |
| 134 | +}); |
| 135 | + |
| 136 | +var v = y[ 10 ]; |
| 137 | +// throws <RangeError> |
| 138 | +``` |
| 139 | + |
| 140 | +</section> |
| 141 | + |
| 142 | +<!-- /.usage --> |
| 143 | + |
| 144 | +<!-- Package usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> |
| 145 | + |
| 146 | +<section class="notes"> |
| 147 | + |
| 148 | +* * * |
| 149 | + |
| 150 | +## Notes |
| 151 | + |
| 152 | +- A fancy array shares the **same** data as the provided input array. Hence, any mutations to the returned array will affect the underlying input array. |
| 153 | +- A fancy array supports indexing using positive and negative integers (both numeric literals and strings), [`Slice`][@stdlib/slice/ctor] instances, and [subsequence expressions][@stdlib/slice/seq2slice]. |
| 154 | +- A fancy array supports all properties and methods of the input array, and, thus, a fancy array can be consumed by any API which supports array-like objects. |
| 155 | +- Indexing expressions provide a convenient and powerful means for creating and operating on array views; however, their use does entail a performance cost. Indexing expressions are best suited for interactive use (e.g., in the [REPL][@stdlib/repl]) and scripting. For performance critical applications, prefer equivalent functional APIs supporting array-like objects. |
| 156 | +- In older JavaScript environments which do **not** support [`Proxy`][@stdlib/proxy/ctor] objects, the use of indexing expressions is **not** supported. |
| 157 | + |
| 158 | +### Broadcasting |
| 159 | + |
| 160 | +Fancy arrays support **broadcasting** in which assigned scalars and single-element arrays are repeated (without additional memory allocation) to match the length of a target array instance. |
| 161 | + |
| 162 | +```javascript |
| 163 | +var y = array2fancy( [ 1, 2, 3, 4 ] ); |
| 164 | + |
| 165 | +// Broadcast a scalar: |
| 166 | +y[ ':' ] = 5; |
| 167 | +var v = y[ ':' ]; |
| 168 | +// returns [ 5, 5, 5, 5 ] |
| 169 | + |
| 170 | +// Broadcast a single-element array: |
| 171 | +y[ ':' ] = [ 6 ]; |
| 172 | +v = y[ ':' ]; |
| 173 | +// returns [ 6, 6, 6, 6 ] |
| 174 | +``` |
| 175 | + |
| 176 | +Fancy array broadcasting follows the [same rules][@stdlib/ndarray/base/broadcast-shapes] as for [ndarrays][@stdlib/ndarray/ctor]. Consequently, when assigning arrays to slices, the array on the right-hand-side must be broadcast-compatible with number of elements in the slice. For example, |
| 177 | + |
| 178 | +```javascript |
| 179 | +var y = array2fancy( [ 1, 2, 3, 4 ] ); |
| 180 | + |
| 181 | +y[ ':' ] = [ 5, 6, 7, 8 ]; |
| 182 | +var v = y[ ':' ]; |
| 183 | +// returns [ 5, 6, 7, 8 ] |
| 184 | + |
| 185 | +y[ '1::2' ] = [ 9, 10 ]; |
| 186 | +v = y[ ':' ]; |
| 187 | +// returns [ 5, 9, 7, 10 ] |
| 188 | + |
| 189 | +y[ '1::2' ] = [ 11 ]; |
| 190 | +v = y[ ':' ]; |
| 191 | +// returns [ 5, 11, 7, 11 ] |
| 192 | + |
| 193 | +y[ '1::2' ] = 12; |
| 194 | +v = y[ ':' ]; |
| 195 | +// returns [ 5, 12, 7, 12 ] |
| 196 | + |
| 197 | +// Out-of-bounds slices (i.e., slices with zero elements): |
| 198 | +y[ '10:20' ] = [ 13 ]; |
| 199 | +v = y[ ':' ]; |
| 200 | +// returns [ 5, 12, 7, 12 ] |
| 201 | + |
| 202 | +y[ '10:20' ] = 13; |
| 203 | +v = y[ ':' ]; |
| 204 | +// returns [ 5, 12, 7, 12 ] |
| 205 | + |
| 206 | +y[ '10:20' ] = []; |
| 207 | +v = y[ ':' ]; |
| 208 | +// returns [ 5, 12, 7, 12 ] |
| 209 | +``` |
| 210 | + |
| 211 | +are all valid. However, |
| 212 | + |
| 213 | +<!-- run throws: true --> |
| 214 | + |
| 215 | +```javascript |
| 216 | +var y = array2fancy( [ 1, 2, 3, 4 ] ); |
| 217 | + |
| 218 | +y[ ':' ] = [ 5, 6 ]; |
| 219 | +// throws <Error> |
| 220 | + |
| 221 | +// Out-of-bounds slice (i.e., a slice with zero elements): |
| 222 | +y[ '10:20' ] = [ 8, 9, 10, 11 ]; |
| 223 | +// throws <Error> |
| 224 | +``` |
| 225 | + |
| 226 | +### Casting |
| 227 | + |
| 228 | +Fancy arrays support [(mostly) safe casts][@stdlib/array/mostly-safe-casts] (i.e., any cast which can be performed without overflow or loss of precision, with the exception of floating-point arrays which are also allowed to downcast from higher precision to lower precision). |
| 229 | + |
| 230 | +```javascript |
| 231 | +var Uint8Array = require( '@stdlib/array/uint8' ); |
| 232 | +var Int32Array = require( '@stdlib/array/int32' ); |
| 233 | + |
| 234 | +var x = new Int32Array( [ 1, 2, 3, 4 ] ); |
| 235 | +var y = array2fancy( x ); |
| 236 | +// returns <Int32Array> |
| 237 | + |
| 238 | +// 8-bit unsigned integer values can be safely cast to 32-bit signed integer values: |
| 239 | +y[ ':' ] = new Uint8Array( [ 5, 6, 7, 8 ] ); |
| 240 | +var v = y[ ':' ]; |
| 241 | +// returns <Int32Array>[ 5, 6, 7, 8 ] |
| 242 | +``` |
| 243 | + |
| 244 | +When attempting to perform an unsafe cast, fancy arrays will raise an exception. |
| 245 | + |
| 246 | +<!-- run throws: true --> |
| 247 | + |
| 248 | +```javascript |
| 249 | +var Uint8Array = require( '@stdlib/array/uint8' ); |
| 250 | + |
| 251 | +var x = new Uint8Array( [ 1, 2, 3, 4 ] ); |
| 252 | +var y = array2fancy( x ); |
| 253 | +// returns <Uint8Array> |
| 254 | + |
| 255 | +// Attempt to assign a non-integer value: |
| 256 | +y[ ':' ] = 3.14; |
| 257 | +// throws <TypeError> |
| 258 | + |
| 259 | +// Attempt to assign a negative value: |
| 260 | +y[ ':' ] = -3; |
| 261 | +// throws <TypeError> |
| 262 | +``` |
| 263 | + |
| 264 | +When assigning a real-valued scalar to a complex number array (e.g., [`Complex128Array`][@stdlib/array/complex128] or [`Complex64Array`][@stdlib/array/complex64]), a fancy array will cast the real-valued scalar to a complex number argument having an imaginary component equal to zero. |
| 265 | + |
| 266 | +```javascript |
| 267 | +var Complex128Array = require( '@stdlib/array/complex128' ); |
| 268 | +var real = require( '@stdlib/complex/real' ); |
| 269 | +var imag = require( '@stdlib/complex/imag' ); |
| 270 | + |
| 271 | +var x = new Complex128Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0 ] ); |
| 272 | +var y = array2fancy( x ); |
| 273 | +// returns <Complex128Array> |
| 274 | + |
| 275 | +// Retrieve the first element: |
| 276 | +var v = y[ 0 ]; |
| 277 | +// returns <Complex128> |
| 278 | + |
| 279 | +var re = real( v ); |
| 280 | +// returns 1.0 |
| 281 | + |
| 282 | +var im = imag( v ); |
| 283 | +// returns 2.0 |
| 284 | + |
| 285 | +// Assign a real-valued scalar to the first element: |
| 286 | +y[ 0 ] = 9.0; |
| 287 | + |
| 288 | +v = y[ 0 ]; |
| 289 | +// returns <Complex128> |
| 290 | + |
| 291 | +re = real( v ); |
| 292 | +// returns 9.0 |
| 293 | + |
| 294 | +im = imag( v ); |
| 295 | +// returns 0.0 |
| 296 | +``` |
| 297 | + |
| 298 | +Note, however, that attempting to assign a real-valued array to a complex number array slice is **not** supported due to the ambiguity of whether the real-valued array is a collection of real components (with implied imaginary components equal to zero) or an array of interleaved real and imaginary components. |
| 299 | + |
| 300 | +<!-- run throws: true --> |
| 301 | + |
| 302 | +```javascript |
| 303 | +var Float64Array = require( '@stdlib/array/float64' ); |
| 304 | +var Complex128Array = require( '@stdlib/array/complex128' ); |
| 305 | + |
| 306 | +var x = new Complex128Array( [ 1.0, 2.0, 3.0, 4.0 ] ); |
| 307 | +var y = array2fancy( x ); |
| 308 | +// returns <Complex128Array> |
| 309 | + |
| 310 | +// Attempt to assign a real-valued array: |
| 311 | +y[ ':' ] = new Float64Array( [ 5.0, 6.0 ] ); // is this a single complex number which should be broadcast or a list of real components with implied imaginary components? |
| 312 | +// throws <Error> |
| 313 | +``` |
| 314 | + |
| 315 | +</section> |
| 316 | + |
| 317 | +<!-- /.notes --> |
| 318 | + |
| 319 | +<!-- Package usage examples. --> |
| 320 | + |
| 321 | +<section class="examples"> |
| 322 | + |
| 323 | +* * * |
| 324 | + |
| 325 | +## Examples |
| 326 | + |
| 327 | +<!-- eslint no-undef: "error" --> |
| 328 | + |
| 329 | +```javascript |
| 330 | +var array2fancy = require( '@stdlib/array/to-fancy' ); |
| 331 | + |
| 332 | +var x = [ 1, 2, 3, 4, 5, 6 ]; |
| 333 | +var y = array2fancy( x ); |
| 334 | +// returns <Array> |
| 335 | + |
| 336 | +var z = y[ '1::2' ]; |
| 337 | +// returns [ 2, 4, 6 ] |
| 338 | + |
| 339 | +z = y[ '-2::-2' ]; |
| 340 | +// returns [ 5, 3, 1 ] |
| 341 | + |
| 342 | +z = y[ '1:4' ]; |
| 343 | +// returns [ 2, 3, 4 ] |
| 344 | + |
| 345 | +y[ '4:1:-1' ] = 10; |
| 346 | +z = y[ ':' ]; |
| 347 | +// returns [ 1, 2, 10, 10, 10, 6 ] |
| 348 | + |
| 349 | +y[ '2:5' ] = [ -10, -9, -8 ]; |
| 350 | +z = y[ ':' ]; |
| 351 | +// returns [ 1, 2, -10, -9, -8, 6 ] |
| 352 | +``` |
| 353 | + |
| 354 | +</section> |
| 355 | + |
| 356 | +<!-- /.examples --> |
| 357 | + |
| 358 | +<!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> |
| 359 | + |
| 360 | +<section class="references"> |
| 361 | + |
| 362 | +</section> |
| 363 | + |
| 364 | +<!-- /.references --> |
| 365 | + |
| 366 | +<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. --> |
| 367 | + |
| 368 | +<section class="related"> |
| 369 | + |
| 370 | +</section> |
| 371 | + |
| 372 | +<!-- /.related --> |
| 373 | + |
| 374 | +<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> |
| 375 | + |
| 376 | +<section class="links"> |
| 377 | + |
| 378 | +[@stdlib/repl]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/repl |
| 379 | + |
| 380 | +[@stdlib/proxy/ctor]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/proxy/ctor |
| 381 | + |
| 382 | +[@stdlib/slice/ctor]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/slice/ctor |
| 383 | + |
| 384 | +[@stdlib/slice/seq2slice]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/slice/seq2slice |
| 385 | + |
| 386 | +[@stdlib/ndarray/ctor]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/ndarray/ctor |
| 387 | + |
| 388 | +[@stdlib/ndarray/base/broadcast-shapes]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/ndarray/base/broadcast-shapes |
| 389 | + |
| 390 | +[@stdlib/array/mostly-safe-casts]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/mostly-safe-casts |
| 391 | + |
| 392 | +[@stdlib/array/complex128]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/complex128 |
| 393 | + |
| 394 | +[@stdlib/array/complex64]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/complex64 |
| 395 | + |
| 396 | +</section> |
| 397 | + |
| 398 | +<!-- /.links --> |
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