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508be12
feat: add initial implementation for lapack/zlaswp
aayush0325 d569282
chore: update copyright years
stdlib-bot d654fa2
test: add tests for zlaswp
aayush0325 97058f9
docs: add examples
aayush0325 8e261b4
bench: add benchmarks for zlaswp
aayush0325 fabb246
docs: add docs for zlaswp
aayush0325 c65944e
docs: add repl.txt
aayush0325 a1a6e5c
docs: add README
aayush0325 ff9de5b
chore: code review
aayush0325 baa1fbc
chore: resolve max-len CI failure in repl.txt
aayush0325 0ccafd6
fix: copy and paste errors
aayush0325 df13f5f
test: add test.ts
aayush0325 bc5f98c
chore: update copyright years
stdlib-bot a73298d
chore: clean-up and use correct assertions
kgryte 8dc40a3
fix: resolve conflicts
aayush0325 bbb7321
test: restore previous tests for large data sets
aayush0325 61f1a51
test: fix ndarray tests for large datasets
aayush0325 a6da690
test: fix zlaswp tests for large datasets
aayush0325 fc1d3ea
chore: self review fixtures
aayush0325 92d8fda
docs: update examples from repl.txt
aayush0325 16b7868
docs: update examples in repl.txt
aayush0325 6635b79
chore: clean-up
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<!-- | ||
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@license Apache-2.0 | ||
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Copyright (c) 2025 The Stdlib Authors. | ||
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Licensed under the Apache License, Version 2.0 (the "License"); | ||
you may not use this file except in compliance with the License. | ||
You may obtain a copy of the License at | ||
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http://www.apache.org/licenses/LICENSE-2.0 | ||
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Unless required by applicable law or agreed to in writing, software | ||
distributed under the License is distributed on an "AS IS" BASIS, | ||
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
See the License for the specific language governing permissions and | ||
limitations under the License. | ||
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--> | ||
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<!-- lint disable max-len --> | ||
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# zlaswp | ||
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> Perform a series of row interchanges on an input matrix. | ||
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<section class="usage"> | ||
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## Usage | ||
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```javascript | ||
var zlaswp = require( '@stdlib/lapack/base/zlaswp' ); | ||
``` | ||
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#### zlaswp( N, A, LDA, k1, k2, IPIV, incx ) | ||
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Performs a series of row interchanges on an input matrix `A` using pivot indices stored in `IPIV`. | ||
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```javascript | ||
var Int32Array = require( '@stdlib/array/int32' ); | ||
var Complex128Array = require( '@stdlib/array/complex128' ); | ||
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var A = new Complex128Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0 ] ); | ||
var IPIV = new Int32Array( [ 2, 0, 1 ] ); | ||
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zlaswp( 'row-major', 2, A, 2, 0, 2, IPIV, 1 ); | ||
// A => <Complex128Array>[ 5.0, 6.0, 7.0, 8.0, 1.0, 2.0, 3.0, 4.0, 9.0, 10.0, 11.0, 12.0 ] | ||
``` | ||
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The function has the following parameters: | ||
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- **order**: storage layout. | ||
- **N**: number of columns in `A`. | ||
- **A**: input matrix stored in linear memory as a [`Complex128Array`][complex128array]. | ||
- **LDA**: stride of the first dimension of `A` (a.k.a., leading dimension of the matrix `A`). | ||
- **k1**: index of first row to interchange when `incx` is positive and the index of the last row to interchange when `incx` is negative. | ||
- **k2**: index of last row to interchange when `incx` is positive and the index of the first row to interchange when `incx` is negative. | ||
- **IPIV**: vector of pivot indices as an [`Int32Array`][mdn-int32array]. Must contain at least `k1+(k2-k1)*abs(incx)` elements. Only the elements in positions `k1` through `k1+(k2-k1)*abs(incx)` are accessed. | ||
- **incx**: increment between successive values of `IPIV`. Elements from `IPIV` are accessed according to `IPIV[k1+(k-k1)*abs(incx)] = j`, thus implying that rows `k` and `j` should be interchanged. If `incx` is negative, the pivots are applied in reverse order. | ||
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The sign of the increment parameter `incx` determines the order in which pivots are applied. For example, to apply pivots in reverse order, | ||
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```javascript | ||
var Int32Array = require( '@stdlib/array/int32' ); | ||
var Complex128Array = require( '@stdlib/array/complex128' ); | ||
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var A = new Complex128Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0 ] ); | ||
var IPIV = new Int32Array( [ 2, 0, 1 ] ); | ||
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zlaswp( 'row-major', 2, A, 2, 0, 2, IPIV, -1 ); | ||
// A => <Complex128Array>[ 5.0, 6.0, 7.0, 8.0, 1.0, 2.0, 3.0, 4.0, 9.0, 10.0, 11.0, 12.0 ] | ||
``` | ||
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To perform strided access over `IPIV`, provide an `abs(incx)` value greater than one. For example, to access every other element in `IPIV`, | ||
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```javascript | ||
var Int32Array = require( '@stdlib/array/int32' ); | ||
var Complex128Array = require( '@stdlib/array/complex128' ); | ||
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var A = new Complex128Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0 ] ); | ||
var IPIV = new Int32Array( [ 2, 999, 0, 999, 1 ] ); | ||
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zlaswp( 'row-major', 2, A, 2, 0, 2, IPIV, 2 ); | ||
// A => <Complex128Array>[ 5.0, 6.0, 7.0, 8.0, 1.0, 2.0, 3.0, 4.0, 9.0, 10.0, 11.0, 12.0 ] | ||
``` | ||
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Note that indexing is relative to the first index. To introduce an offset, use [`typed array`][mdn-typed-array] views. | ||
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<!-- eslint-disable stdlib/capitalized-comments --> | ||
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```javascript | ||
var Int32Array = require( '@stdlib/array/int32' ); | ||
var Complex128Array = require( '@stdlib/array/complex128' ); | ||
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// Initial arrays... | ||
var A0 = new Complex128Array( [ 0.0, 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0 ] ); | ||
var IPIV0 = new Int32Array( [ 0, 2, 0, 1 ] ); | ||
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// Create offset views... | ||
var A1 = new Complex128Array( A0.buffer, A0.BYTES_PER_ELEMENT*1 ); // start at 2nd element | ||
var IPIV1 = new Int32Array( IPIV0.buffer, IPIV0.BYTES_PER_ELEMENT*1 ); // start at 2nd element | ||
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zlaswp( 'row-major', 2, A1, 2, 0, 2, IPIV1, 1 ); | ||
// A0 => <Complex128Array>[ 0.0, 0.0, 5.0, 6.0, 7.0, 8.0, 1.0, 2.0, 3.0, 4.0, 9.0, 10.0, 11.0, 12.0 ] | ||
``` | ||
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#### zlaswp.ndarray( N, A, sa1, sa2, oa, k1, k2, inck, IPIV, si, oi ) | ||
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Performs a series of row interchanges on the matrix `A` using pivot indices stored in `IPIV` and alternative indexing semantics. | ||
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```javascript | ||
var Int32Array = require( '@stdlib/array/int32' ); | ||
var Complex128Array = require( '@stdlib/array/complex128' ); | ||
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var A = new Complex128Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0 ] ); | ||
var IPIV = new Int32Array( [ 2, 0, 1 ] ); | ||
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zlaswp.ndarray( 2, A, 2, 1, 0, 0, 2, 1, IPIV, 1, 0 ); | ||
// A => <Complex128Array>[ 5.0, 6.0, 7.0, 8.0, 1.0, 2.0, 3.0, 4.0, 9.0, 10.0, 11.0, 12.0 ] | ||
``` | ||
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The function has the following additional parameters: | ||
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- **N**: number of columns in `A`. | ||
- **A**: input matrix stored in linear memory as a [`Complex128Array`][complex128array]. | ||
- **sa1**: stride of the first dimension of `A`. | ||
- **sa2**: stride of the second dimension of `A`. | ||
- **oa**: starting index for `A`. | ||
- **k1**: index of first row to interchange when `inck` is positive and the index of the last row to interchange when `inck` is negative. | ||
- **k2**: index of last row to interchange when `inck` is positive and the index of the first row to interchange when `inck` is negative. | ||
- **inck**: direction in which to apply pivots (-1 to apply pivots in reverse order; otherwise, apply in provided order). | ||
- **IPIV**: vector of pivot indices as an [`Int32Array`][mdn-int32array]. | ||
- **si**: index increment for `IPIV`. | ||
- **oi**: starting index for `IPIV`. | ||
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While [`typed array`][mdn-typed-array] views mandate a view offset based on the underlying buffer, the offset parameters support indexing semantics based on starting indices. For example, | ||
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<!-- eslint-disable max-len --> | ||
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```javascript | ||
var Int32Array = require( '@stdlib/array/int32' ); | ||
var Complex128Array = require( '@stdlib/array/complex128' ); | ||
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var A = new Complex128Array( [ 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0 ] ); | ||
var IPIV = new Int32Array( [ 0, 0, 2, 0, 1 ] ); | ||
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zlaswp.ndarray( 2, A, 2, 1, 2, 0, 2, 1, IPIV, 1, 2 ); | ||
// A => <Complex128Array>[ 0.0, 0.0, 0.0, 0.0, 5.0, 6.0, 7.0, 8.0, 1.0, 2.0, 3.0, 4.0, 9.0, 10.0, 11.0, 12.0 ] | ||
``` | ||
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</section> | ||
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<!-- /.usage --> | ||
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<section class="notes"> | ||
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## Notes | ||
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- Both functions access `k2-k1+1` elements from `IPIV`. | ||
- While `zlaswp` conflates the order in which pivots are applied with the order in which elements in `IPIV` are accessed, the `ndarray` method delineates control of those behaviors with separate parameters `inck` and `si`. | ||
- `zlaswp()` corresponds to the [LAPACK][LAPACK] level 1 function [`zlaswp`][lapack-zlaswp]. | ||
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</section> | ||
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<!-- /.notes --> | ||
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<section class="examples"> | ||
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## Examples | ||
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<!-- eslint no-undef: "error" --> | ||
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```javascript | ||
var Complex128Array = require( '@stdlib/array/complex128' ); | ||
var Int32Array = require( '@stdlib/array/int32' ); | ||
var ndarray2array = require( '@stdlib/ndarray/base/to-array' ); | ||
var zlaswp = require( '@stdlib/lapack/base/zlaswp' ); | ||
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// Specify matrix meta data: | ||
var shape = [ 4, 2 ]; | ||
var strides = [ 1, 4 ]; | ||
var offset = 0; | ||
var order = 'column-major'; | ||
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// Create a matrix stored in linear memory: | ||
var A = new Complex128Array( [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0 ] ); // eslint-disable-line max-len | ||
console.log( ndarray2array( A, shape, strides, offset, order ) ); | ||
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// Define a vector of pivot indices: | ||
var IPIV = new Int32Array( [ 2, 0, 3, 1 ] ); | ||
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// Interchange rows: | ||
zlaswp( order, shape[ 1 ], A, strides[ 1 ], 0, shape[ 0 ]-1, IPIV, 1 ); | ||
console.log( ndarray2array( A, shape, strides, offset, order ) ); | ||
``` | ||
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</section> | ||
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<!-- /.examples --> | ||
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<!-- C interface documentation. --> | ||
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* * * | ||
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<section class="c"> | ||
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## C APIs | ||
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<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. --> | ||
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<section class="intro"> | ||
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</section> | ||
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<!-- /.intro --> | ||
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<!-- C usage documentation. --> | ||
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<section class="usage"> | ||
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### Usage | ||
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```c | ||
TODO | ||
``` | ||
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#### TODO | ||
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TODO. | ||
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```c | ||
TODO | ||
``` | ||
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TODO | ||
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```c | ||
TODO | ||
``` | ||
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</section> | ||
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<!-- /.usage --> | ||
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<!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> | ||
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<section class="notes"> | ||
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</section> | ||
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<!-- /.notes --> | ||
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<!-- C API usage examples. --> | ||
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<section class="examples"> | ||
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### Examples | ||
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```c | ||
TODO | ||
``` | ||
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</section> | ||
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<!-- /.examples --> | ||
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</section> | ||
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<!-- /.c --> | ||
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<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. --> | ||
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<section class="related"> | ||
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</section> | ||
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<!-- /.related --> | ||
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<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. --> | ||
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<section class="links"> | ||
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[lapack]: https://www.netlib.org/lapack/explore-html/ | ||
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[lapack-zlaswp]: https://www.netlib.org/lapack/explore-html/d1/d7e/group__laswp_ga6c7f83bff7887543bcb6c019e06e131d.html | ||
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[complex128array]: https://github.com/stdlib-js/stdlib/blob/develop/lib/node_modules/%40stdlib/array/complex128/README.md | ||
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[mdn-int32array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Int32Array | ||
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[mdn-typed-array]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray | ||
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</section> | ||
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<!-- /.links --> |
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