|
| 1 | +<!-- |
| 2 | +
|
| 3 | +@license Apache-2.0 |
| 4 | +
|
| 5 | +Copyright (c) 2026 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 | +# dindexOfRow |
| 22 | + |
| 23 | +> Return the index of the first row in a double-precision floating-point input matrix which has the same elements as a provided search vector. |
| 24 | +
|
| 25 | +<section class="usage"> |
| 26 | + |
| 27 | +## Usage |
| 28 | + |
| 29 | +```javascript |
| 30 | +var dindexOfRow = require( '@stdlib/blas/ext/base/dindex-of-row' ); |
| 31 | +``` |
| 32 | + |
| 33 | +#### dindexOfRow( order, M, N, A, LDA, x, strideX, workspace, strideW ) |
| 34 | + |
| 35 | +Returns the index of the first row in a double-precision floating-point input matrix which has the same elements as a provided search vector. |
| 36 | + |
| 37 | +```javascript |
| 38 | +var Float64Array = require( '@stdlib/array/float64' ); |
| 39 | +var Uint8Array = require( '@stdlib/array/uint8' ); |
| 40 | + |
| 41 | +/* |
| 42 | + A = [ |
| 43 | + [ 1.0, 2.0 ], |
| 44 | + [ 3.0, 4.0 ], |
| 45 | + [ 0.0, 0.0 ] |
| 46 | + ] |
| 47 | +*/ |
| 48 | +var A = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 0.0, 0.0 ] ); |
| 49 | + |
| 50 | +var x = new Float64Array( [ 3.0, 4.0 ] ); |
| 51 | +var workspace = new Uint8Array( 3 ); |
| 52 | +var out = dindexOfRow( 'row-major', 3, 2, A, 2, x, 1, workspace, 1 ); |
| 53 | +// returns 1 |
| 54 | +``` |
| 55 | + |
| 56 | +The function has the following parameters: |
| 57 | + |
| 58 | +- **order**: storage layout. |
| 59 | +- **M**: number of rows in `A`. |
| 60 | +- **N**: number of columns in `A`. |
| 61 | +- **A**: input matrix stored as a [`Float64Array`][mdn-float64array]. |
| 62 | +- **LDA**: stride of the first dimension of `A` (a.k.a., leading dimension of the matrix `A`). |
| 63 | +- **x**: search vector stored as a [`Float64Array`][mdn-float64array]. |
| 64 | +- **strideX**: stride length of `x`. |
| 65 | +- **workspace**: workspace array stored as a [`Uint8Array`][mdn-uint8array] for tracking row match candidates. |
| 66 | +- **strideW**: stride length of `workspace`. |
| 67 | + |
| 68 | +If the function is unable to find a matching row, the function returns `-1`. |
| 69 | + |
| 70 | +```javascript |
| 71 | +var Float64Array = require( '@stdlib/array/float64' ); |
| 72 | +var Uint8Array = require( '@stdlib/array/uint8' ); |
| 73 | + |
| 74 | +var A = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 0.0, 0.0 ] ); |
| 75 | + |
| 76 | +var x = new Float64Array( [ -3.0, -4.0 ] ); |
| 77 | +var workspace = new Uint8Array( 3 ); |
| 78 | +var out = dindexOfRow( 'row-major', 3, 2, A, 2, x, 1, workspace, 1 ); |
| 79 | +// returns -1 |
| 80 | +``` |
| 81 | + |
| 82 | +Note that indexing is relative to the first index. To introduce an offset, use [`typed array`][mdn-typed-array] views. |
| 83 | + |
| 84 | +<!-- eslint-disable stdlib/capitalized-comments --> |
| 85 | + |
| 86 | +```javascript |
| 87 | +var Float64Array = require( '@stdlib/array/float64' ); |
| 88 | +var Uint8Array = require( '@stdlib/array/uint8' ); |
| 89 | + |
| 90 | +// Initial arrays: |
| 91 | +var A0 = new Float64Array( [ 0.0, 1.0, 2.0, 3.0, 4.0, 0.0, 0.0 ] ); |
| 92 | +var x0 = new Float64Array( [ 0.0, 3.0, 4.0 ] ); |
| 93 | + |
| 94 | +// Create offset views: |
| 95 | +var A1 = new Float64Array( A0.buffer, A0.BYTES_PER_ELEMENT*1 ); // start at 2nd element |
| 96 | +var x1 = new Float64Array( x0.buffer, x0.BYTES_PER_ELEMENT*1 ); // start at 2nd element |
| 97 | + |
| 98 | +var workspace = new Uint8Array( 3 ); |
| 99 | +var out = dindexOfRow( 'row-major', 3, 2, A1, 2, x1, 1, workspace, 1 ); |
| 100 | +// returns 1 |
| 101 | +``` |
| 102 | + |
| 103 | +<!-- lint disable maximum-heading-length --> |
| 104 | + |
| 105 | +#### dindexOfRow.ndarray( M, N, A, strideA1, strideA2, offsetA, x, strideX, offsetX, workspace, strideW, offsetW ) |
| 106 | + |
| 107 | +<!-- lint enable maximum-heading-length --> |
| 108 | + |
| 109 | +Returns the index of the first row in a double-precision floating-point input matrix which has the same elements as a provided search vector using alternative indexing semantics. |
| 110 | + |
| 111 | +```javascript |
| 112 | +var Float64Array = require( '@stdlib/array/float64' ); |
| 113 | +var Uint8Array = require( '@stdlib/array/uint8' ); |
| 114 | + |
| 115 | +/* |
| 116 | + A = [ |
| 117 | + [ 1.0, 2.0 ], |
| 118 | + [ 3.0, 4.0 ], |
| 119 | + [ 0.0, 0.0 ] |
| 120 | + ] |
| 121 | +*/ |
| 122 | +var A = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 0.0, 0.0 ] ); |
| 123 | + |
| 124 | +var x = new Float64Array( [ 3.0, 4.0 ] ); |
| 125 | +var workspace = new Uint8Array( 3 ); |
| 126 | +var out = dindexOfRow.ndarray( 3, 2, A, 2, 1, 0, x, 1, 0, workspace, 1, 0 ); |
| 127 | +// returns 1 |
| 128 | +``` |
| 129 | + |
| 130 | +The function has the following parameters: |
| 131 | + |
| 132 | +- **M**: number of rows in `A`. |
| 133 | +- **N**: number of columns in `A`. |
| 134 | +- **A**: input matrix stored as a [`Float64Array`][mdn-float64array]. |
| 135 | +- **strideA1**: stride of the first dimension of `A`. |
| 136 | +- **strideA2**: stride of the second dimension of `A`. |
| 137 | +- **offsetA**: starting index for `A`. |
| 138 | +- **x**: search vector stored as a [`Float64Array`][mdn-float64array]. |
| 139 | +- **strideX**: stride length of `x`. |
| 140 | +- **offsetX**: starting index for `x`. |
| 141 | +- **workspace**: workspace array stored as a [`Uint8Array`][mdn-uint8array] for tracking row match candidates. |
| 142 | +- **strideW**: stride length of `workspace`. |
| 143 | +- **offsetW**: starting index for `workspace`. |
| 144 | + |
| 145 | +While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying buffer, offset parameters support indexing semantics based on starting indices. For example, |
| 146 | + |
| 147 | +```javascript |
| 148 | +var Float64Array = require( '@stdlib/array/float64' ); |
| 149 | +var Uint8Array = require( '@stdlib/array/uint8' ); |
| 150 | + |
| 151 | +/* |
| 152 | + A = [ |
| 153 | + [ 1.0, 2.0 ], |
| 154 | + [ 3.0, 4.0 ], |
| 155 | + [ 0.0, 0.0 ] |
| 156 | + ] |
| 157 | +*/ |
| 158 | +var A = new Float64Array( [ 0.0, 1.0, 2.0, 3.0, 4.0, 0.0, 0.0 ] ); |
| 159 | + |
| 160 | +var x = new Float64Array( [ 0.0, 3.0, 4.0 ] ); |
| 161 | +var workspace = new Uint8Array( 3 ); |
| 162 | +var out = dindexOfRow.ndarray( 3, 2, A, 2, 1, 1, x, 1, 1, workspace, 1, 0 ); |
| 163 | +// returns 1 |
| 164 | +``` |
| 165 | + |
| 166 | +</section> |
| 167 | + |
| 168 | +<!-- /.usage --> |
| 169 | + |
| 170 | +<section class="notes"> |
| 171 | + |
| 172 | +## Notes |
| 173 | + |
| 174 | +- When searching for a matching row, the function checks for equality using the strict equality operator `===`. As a consequence, `NaN` values are considered distinct, and `-0` and `+0` are considered the same. |
| 175 | + |
| 176 | +</section> |
| 177 | + |
| 178 | +<!-- /.notes --> |
| 179 | + |
| 180 | +<section class="examples"> |
| 181 | + |
| 182 | +## Examples |
| 183 | + |
| 184 | +<!-- eslint-disable max-len --> |
| 185 | + |
| 186 | +<!-- eslint no-undef: "error" --> |
| 187 | + |
| 188 | +```javascript |
| 189 | +var Float64Array = require( '@stdlib/array/float64' ); |
| 190 | +var Uint8Array = require( '@stdlib/array/uint8' ); |
| 191 | +var ndarray2array = require( '@stdlib/ndarray/base/to-array' ); |
| 192 | +var shape2strides = require( '@stdlib/ndarray/base/shape2strides' ); |
| 193 | +var dindexOfRow = require( '@stdlib/blas/ext/base/dindex-of-row' ); |
| 194 | + |
| 195 | +var shape = [ 3, 3 ]; |
| 196 | +var order = 'row-major'; |
| 197 | +var strides = shape2strides( shape, order ); |
| 198 | + |
| 199 | +var A = new Float64Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 0.0, 0.0, 0.0 ] ); |
| 200 | +console.log( ndarray2array( A, shape, strides, 0, order ) ); |
| 201 | + |
| 202 | +var x = new Float64Array( [ 4.0, 5.0, 6.0 ] ); |
| 203 | +console.log( x ); |
| 204 | + |
| 205 | +var workspace = new Uint8Array( shape[ 0 ] ); |
| 206 | + |
| 207 | +var out = dindexOfRow( order, shape[ 0 ], shape[ 1 ], A, strides[ 0 ], x, 1, workspace, 1 ); |
| 208 | +console.log( out ); |
| 209 | +``` |
| 210 | + |
| 211 | +</section> |
| 212 | + |
| 213 | +<!-- /.examples --> |
| 214 | + |
| 215 | +<!-- C interface documentation. --> |
| 216 | + |
| 217 | +<section class="C"> |
| 218 | + |
| 219 | +## C APIs |
| 220 | + |
| 221 | +### Usage |
| 222 | + |
| 223 | +```c |
| 224 | +#include "stdlib/blas/ext/base/dindex_of_row.h" |
| 225 | +``` |
| 226 | + |
| 227 | +<!-- lint disable maximum-heading-length --> |
| 228 | + |
| 229 | +#### stdlib_strided_dindex_of_row( order, M, N, \*A, LDA, \*X, strideX, \*workspace, strideW ) |
| 230 | + |
| 231 | +<!-- lint enable maximum-heading-length --> |
| 232 | + |
| 233 | +Returns the index of the first row in a double-precision floating-point input matrix which has the same elements as a provided search vector. |
| 234 | + |
| 235 | +```c |
| 236 | +#include "stdlib/blas/base/shared.h" |
| 237 | +#include <stdint.h> |
| 238 | + |
| 239 | +const double A[] = { 1.0, 2.0, 3.0, 4.0, 0.0, 0.0 }; |
| 240 | +const double x[] = { 3.0, 4.0 }; |
| 241 | +uint8_t workspace[ 3 ]; |
| 242 | + |
| 243 | +int idx = stdlib_strided_dindex_of_row( CblasRowMajor, 3, 2, A, 2, x, 1, workspace, 1 ); |
| 244 | +// returns 1 |
| 245 | +``` |
| 246 | +
|
| 247 | +The function accepts the following arguments: |
| 248 | +
|
| 249 | +- **order**: `[in] CBLAS_LAYOUT` storage layout. |
| 250 | +- **M**: `[in] CBLAS_INT` number of rows in `A`. |
| 251 | +- **N**: `[in] CBLAS_INT` number of columns in `A`. |
| 252 | +- **A**: `[in] double*` input matrix. |
| 253 | +- **LDA**: `[in] CBLAS_INT` stride of the first dimension of `A` (a.k.a., leading dimension of the matrix `A`). |
| 254 | +- **X**: `[in] double*` search vector. |
| 255 | +- **strideX**: `[in] CBLAS_INT` stride length for `X`. |
| 256 | +- **workspace**: `[inout] uint8_t*` workspace array for tracking row match candidates. |
| 257 | +- **strideW**: `[in] CBLAS_INT` stride length for `workspace`. |
| 258 | +
|
| 259 | +```c |
| 260 | +CBLAS_INT stdlib_strided_dindex_of_row( const CBLAS_LAYOUT order, const CBLAS_INT M, const CBLAS_INT N, const double *A, const CBLAS_INT LDA, const double *X, const CBLAS_INT strideX, uint8_t *workspace, const CBLAS_INT strideW ); |
| 261 | +``` |
| 262 | + |
| 263 | +<!-- lint disable maximum-heading-length --> |
| 264 | + |
| 265 | +#### stdlib_strided_dindex_of_row_ndarray( M, N, \*A, strideA1, strideA2, offsetA, \*X, strideX, offsetX, \*workspace, strideW, offsetW ) |
| 266 | + |
| 267 | +<!-- lint enable maximum-heading-length --> |
| 268 | + |
| 269 | +Returns the index of the first row in a double-precision floating-point input matrix which has the same elements as a provided search vector using alternative indexing semantics. |
| 270 | + |
| 271 | +```c |
| 272 | +#include <stdint.h> |
| 273 | + |
| 274 | +const double A[] = { 1.0, 2.0, 3.0, 4.0, 0.0, 0.0 }; |
| 275 | +const double x[] = { 3.0, 4.0 }; |
| 276 | +uint8_t workspace[ 3 ]; |
| 277 | + |
| 278 | +int idx = stdlib_strided_dindex_of_row_ndarray( 3, 2, A, 2, 1, 0, x, 1, 0, workspace, 1, 0 ); |
| 279 | +// returns 1 |
| 280 | +``` |
| 281 | +
|
| 282 | +The function accepts the following arguments: |
| 283 | +
|
| 284 | +- **M**: `[in] CBLAS_INT` number of rows in `A`. |
| 285 | +- **N**: `[in] CBLAS_INT` number of columns in `A`. |
| 286 | +- **A**: `[in] double*` input matrix. |
| 287 | +- **strideA1**: `[in] CBLAS_INT` stride of the first dimension of `A`. |
| 288 | +- **strideA2**: `[in] CBLAS_INT` stride of the second dimension of `A`. |
| 289 | +- **offsetA**: `[in] CBLAS_INT` index offset for `A`. |
| 290 | +- **X**: `[in] double*` search vector. |
| 291 | +- **strideX**: `[in] CBLAS_INT` stride length for `X`. |
| 292 | +- **offsetX**: `[in] CBLAS_INT` starting index for `X`. |
| 293 | +- **workspace**: `[inout] uint8_t*` workspace array for tracking row match candidates. |
| 294 | +- **strideW**: `[in] CBLAS_INT` stride length for `workspace`. |
| 295 | +- **offsetW**: `[in] CBLAS_INT` starting index for `workspace`. |
| 296 | +
|
| 297 | +```c |
| 298 | +CBLAS_INT stdlib_strided_dindex_of_row_ndarray( const CBLAS_INT M, const CBLAS_INT N, const double *A, const CBLAS_INT strideA1, const CBLAS_INT strideA2, const CBLAS_INT offsetA, const double *X, const CBLAS_INT strideX, const CBLAS_INT offsetX, uint8_t *workspace, const CBLAS_INT strideW, const CBLAS_INT offsetW ); |
| 299 | +``` |
| 300 | + |
| 301 | +</section> |
| 302 | + |
| 303 | +<!-- /.C --> |
| 304 | + |
| 305 | +<!-- /.examples --> |
| 306 | + |
| 307 | +<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. --> |
| 308 | + |
| 309 | +<section class="related"> |
| 310 | + |
| 311 | +</section> |
| 312 | + |
| 313 | +<!-- /.related --> |
| 314 | + |
| 315 | +<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> |
| 316 | + |
| 317 | +<section class="links"> |
| 318 | + |
| 319 | +[mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray |
| 320 | + |
| 321 | +[mdn-float64array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Float64Array |
| 322 | + |
| 323 | +[mdn-uint8array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Uint8Array |
| 324 | + |
| 325 | +</section> |
| 326 | + |
| 327 | +<!-- /.links --> |
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