Repository navigation
feat: add ndarray/base/kernels/generic/unary-strided2d/strategy
#15567
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Open
iampratik13
wants to merge
1
commit into
stdlib-js:develop
Choose a base branch
from
iampratik13:strided2d-strategy
base: develop
Could not load branches
Branch not found: {{ refName }}
Loading
Could not load tags
Nothing to show
Loading
Are you sure you want to change the base?
Some commits from the old base branch may be removed from the timeline,
and old review comments may become outdated.
Open
Changes from all commits
Commits
File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
201 changes: 201 additions & 0 deletions
201
...modules/@stdlib/ndarray/base/kernels/generic/unary-strided2d/strategy/README.md
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,201 @@ | ||
| <!-- | ||
|
|
||
| @license Apache-2.0 | ||
|
|
||
| Copyright (c) 2026 The Stdlib Authors. | ||
|
|
||
| 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 | ||
|
|
||
| http://www.apache.org/licenses/LICENSE-2.0 | ||
|
|
||
| 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. | ||
|
|
||
| --> | ||
|
|
||
| # strategy | ||
|
|
||
| > Return an object containing methods for reshaping an ndarray as a two-dimensional strided array view. | ||
|
|
||
| <section class="intro"> | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.intro --> | ||
|
|
||
| <section class="usage"> | ||
|
|
||
| ## Usage | ||
|
|
||
| ```javascript | ||
| var strategy = require( '@stdlib/ndarray/base/kernels/generic/unary-strided2d/strategy' ); | ||
| ``` | ||
|
|
||
| #### strategy( x ) | ||
|
|
||
| Returns an object containing methods for reshaping an ndarray as a two-dimensional strided array view. | ||
|
|
||
| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
|
|
||
| var x = { | ||
| 'dtype': 'float64', | ||
| 'data': new Float64Array( [ 1.0, 2.0, 3.0, 4.0 ] ), | ||
| 'shape': [ 2, 2 ], | ||
| 'strides': [ 2, 1 ], | ||
| 'offset': 0, | ||
| 'order': 'row-major' | ||
| }; | ||
|
|
||
| var out = strategy( x ); | ||
| // returns {...} | ||
| ``` | ||
|
|
||
| The function accepts the following arguments: | ||
|
|
||
| - **x**: ndarray [descriptor][@stdlib/ndarray/base/descriptor]. | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.usage --> | ||
|
|
||
| <section class="notes"> | ||
|
|
||
| ## Notes | ||
|
|
||
| - The function returns an object having the following properties: | ||
|
|
||
| - **input**: function providing a strategy for reshaping an input ndarray to a two-dimensional input ndarray view **prior** to applying a two-dimensional strided array function. | ||
| - **output**: function providing a strategy for reshaping the results of a two-dimensional strided array function to the shape of an input ndarray **after** applying a two-dimensional strided array function. This function should only be invoked for input ndarrays which are written to by the two-dimensional strided array function. | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.notes --> | ||
|
|
||
| <section class="examples"> | ||
|
|
||
| ## Examples | ||
|
|
||
| <!-- eslint-disable max-len --> | ||
|
|
||
| <!-- eslint no-undef: "error" --> | ||
|
|
||
| ```javascript | ||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| var ndarray2array = require( '@stdlib/ndarray/base/to-array' ); | ||
| var gtriu = require( '@stdlib/blas/ext/base/ndarray/gtriu' ); | ||
| var resolveKernel = require( '@stdlib/ndarray/base/kernels/generic/unary-strided2d/unblocked' ); | ||
| var strategy = require( '@stdlib/ndarray/base/kernels/generic/unary-strided2d/strategy' ); | ||
|
|
||
| // Create data buffers: | ||
| var xbuf = new Float64Array( [ 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 ybuf = new Float64Array( [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] ); | ||
|
|
||
| // Define the array shapes: | ||
| var xsh = [ 1, 1, 1, 1, 3, 2, 2 ]; | ||
| var ysh = [ 1, 1, 1, 1, 3, 2, 2 ]; | ||
|
|
||
| // Define the array strides: | ||
| var sx = [ 12, 12, 12, 12, 4, 2, 1 ]; | ||
| var sy = [ 12, 12, 12, 12, 4, 2, 1 ]; | ||
|
|
||
| // Define the index offsets: | ||
| var ox = 0; | ||
| var oy = 0; | ||
|
|
||
| // Create an input ndarray descriptor: | ||
| var x = { | ||
| 'dtype': 'float64', | ||
| 'data': xbuf, | ||
| 'shape': xsh, | ||
| 'strides': sx, | ||
| 'offset': ox, | ||
| 'order': 'row-major' | ||
| }; | ||
|
|
||
| // Create an ndarray descriptor for the diagonal below which to ignore: | ||
| var k = { | ||
| 'dtype': 'float64', | ||
| 'data': new Float64Array( [ 0.0 ] ), | ||
| 'shape': [ 1, 1, 1, 1, 3 ], | ||
| 'strides': [ 0, 0, 0, 0, 0 ], | ||
| 'offset': 0, | ||
| 'order': 'row-major' | ||
| }; | ||
|
|
||
| // Create an output ndarray descriptor: | ||
| var y = { | ||
| 'dtype': 'float64', | ||
| 'data': ybuf, | ||
| 'shape': ysh, | ||
| 'strides': sy, | ||
| 'offset': oy, | ||
| 'order': 'row-major' | ||
| }; | ||
|
|
||
| // Initialize ndarray descriptors representing subarray views: | ||
| var views = [ | ||
| { | ||
| 'dtype': x.dtype, | ||
| 'data': x.data, | ||
| 'shape': [ 2, 2 ], | ||
| 'strides': [ 2, 1 ], | ||
| 'offset': x.offset, | ||
| 'order': x.order | ||
| }, | ||
| { | ||
| 'dtype': y.dtype, | ||
| 'data': y.data, | ||
| 'shape': [ 2, 2 ], | ||
| 'strides': [ 2, 1 ], | ||
| 'offset': y.offset, | ||
| 'order': y.order | ||
| }, | ||
| { | ||
| 'dtype': k.dtype, | ||
| 'data': k.data, | ||
| 'shape': [], | ||
| 'strides': [ 0 ], | ||
| 'offset': k.offset, | ||
| 'order': k.order | ||
| } | ||
| ]; | ||
|
|
||
| // Resolve input/output strategies when iterating over subarray views: | ||
| var strategyX = strategy( views[ 0 ] ); | ||
| var strategyY = strategy( views[ 1 ] ); | ||
|
|
||
| // Resolve a kernel: | ||
| var kernel = resolveKernel( 5 ); | ||
|
|
||
| // Apply strided function: | ||
| kernel( gtriu, [ x, y, k ], views, [ 1, 1, 1, 1, 3 ], [ 12, 12, 12, 12, 4 ], [ 12, 12, 12, 12, 4 ], strategyX, strategyY, {} ); | ||
|
|
||
| console.log( ndarray2array( x.data, x.shape, x.strides, x.offset, x.order ) ); | ||
| console.log( ndarray2array( y.data, y.shape, y.strides, y.offset, y.order ) ); | ||
| ``` | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.examples --> | ||
|
|
||
| <!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. --> | ||
|
|
||
| <section class="related"> | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.related --> | ||
|
|
||
| <section class="links"> | ||
|
|
||
| [@stdlib/ndarray/base/descriptor]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/ndarray/base/descriptor | ||
|
|
||
| </section> | ||
|
|
||
| <!-- /.links --> |
43 changes: 43 additions & 0 deletions
43
lib/node_modules/@stdlib/ndarray/base/kernels/generic/unary-strided2d/strategy/docs/repl.txt
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
|
|
||
| {{alias}}( x ) | ||
| Returns an object containing methods for reshaping an ndarray as a two- | ||
| dimensional strided array view. | ||
|
|
||
| Parameters | ||
| ---------- | ||
| x: Object | ||
| Descriptor. | ||
|
|
||
| Returns | ||
| ------- | ||
| out: Object | ||
| Object containing an input and output strategy. | ||
|
|
||
| out.input: Function | ||
| Function providing a strategy for reshaping an input ndarray to a two- | ||
| dimensional input ndarray view prior to applying a two-dimensional | ||
| strided array function. | ||
|
|
||
| out.output: Function | ||
| Function providing a strategy for reshaping the results of a two- | ||
| dimensional strided array function to the shape of an input ndarray | ||
| after applying a two-dimensional strided array function. This function | ||
| should only be invoked for input ndarrays which are written to by the | ||
| two-dimensional strided array function. | ||
|
|
||
| Examples | ||
| -------- | ||
| > var x = { | ||
| ... 'dtype': 'float64', | ||
| ... 'data': new {{alias:@stdlib/array/float64}}( [ 1.0, 2.0, 3.0, 4.0 ] ), | ||
| ... 'shape': [ 2, 2 ], | ||
| ... 'strides': [ 2, 1 ], | ||
| ... 'offset': 0, | ||
| ... 'order': 'row-major' | ||
| ... }; | ||
| > var o = {{alias}}( x ) | ||
| {...} | ||
|
|
||
| See Also | ||
| -------- | ||
|
|
114 changes: 114 additions & 0 deletions
114
...e_modules/@stdlib/ndarray/base/kernels/generic/unary-strided2d/strategy/examples/index.js
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,114 @@ | ||
| /** | ||
| * @license Apache-2.0 | ||
| * | ||
| * Copyright (c) 2026 The Stdlib Authors. | ||
| * | ||
| * 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 | ||
| * | ||
| * http://www.apache.org/licenses/LICENSE-2.0 | ||
| * | ||
| * 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. | ||
| */ | ||
|
|
||
| /* eslint-disable max-len */ | ||
|
|
||
| 'use strict'; | ||
|
|
||
| var Float64Array = require( '@stdlib/array/float64' ); | ||
| var ndarray2array = require( '@stdlib/ndarray/base/to-array' ); | ||
| var gtriu = require( '@stdlib/blas/ext/base/ndarray/gtriu' ); | ||
| var resolveKernel = require( '@stdlib/ndarray/base/kernels/generic/unary-strided2d/unblocked' ); | ||
| var strategy = require( './../lib' ); | ||
|
|
||
| // Create data buffers: | ||
| var xbuf = new Float64Array( [ 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 ybuf = new Float64Array( [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ] ); | ||
|
|
||
| // Define the array shapes: | ||
| var xsh = [ 1, 1, 1, 1, 3, 2, 2 ]; | ||
| var ysh = [ 1, 1, 1, 1, 3, 2, 2 ]; | ||
|
|
||
| // Define the array strides: | ||
| var sx = [ 12, 12, 12, 12, 4, 2, 1 ]; | ||
| var sy = [ 12, 12, 12, 12, 4, 2, 1 ]; | ||
|
|
||
| // Define the index offsets: | ||
| var ox = 0; | ||
| var oy = 0; | ||
|
|
||
| // Create an input ndarray descriptor: | ||
| var x = { | ||
| 'dtype': 'float64', | ||
| 'data': xbuf, | ||
| 'shape': xsh, | ||
| 'strides': sx, | ||
| 'offset': ox, | ||
| 'order': 'row-major' | ||
| }; | ||
|
|
||
| // Create an ndarray descriptor for the diagonal below which to ignore: | ||
| var k = { | ||
| 'dtype': 'float64', | ||
| 'data': new Float64Array( [ 0.0 ] ), | ||
| 'shape': [ 1, 1, 1, 1, 3 ], | ||
| 'strides': [ 0, 0, 0, 0, 0 ], | ||
| 'offset': 0, | ||
| 'order': 'row-major' | ||
| }; | ||
|
|
||
| // Create an output ndarray descriptor: | ||
| var y = { | ||
| 'dtype': 'float64', | ||
| 'data': ybuf, | ||
| 'shape': ysh, | ||
| 'strides': sy, | ||
| 'offset': oy, | ||
| 'order': 'row-major' | ||
| }; | ||
|
|
||
| // Initialize ndarray descriptors representing subarray views: | ||
| var views = [ | ||
| { | ||
| 'dtype': x.dtype, | ||
| 'data': x.data, | ||
| 'shape': [ 2, 2 ], | ||
| 'strides': [ 2, 1 ], | ||
| 'offset': x.offset, | ||
| 'order': x.order | ||
| }, | ||
| { | ||
| 'dtype': y.dtype, | ||
| 'data': y.data, | ||
| 'shape': [ 2, 2 ], | ||
| 'strides': [ 2, 1 ], | ||
| 'offset': y.offset, | ||
| 'order': y.order | ||
| }, | ||
| { | ||
| 'dtype': k.dtype, | ||
| 'data': k.data, | ||
| 'shape': [], | ||
| 'strides': [ 0 ], | ||
| 'offset': k.offset, | ||
| 'order': k.order | ||
| } | ||
| ]; | ||
|
|
||
| // Resolve input/output strategies when iterating over subarray views: | ||
| var strategyX = strategy( views[ 0 ] ); | ||
| var strategyY = strategy( views[ 1 ] ); | ||
|
|
||
| // Resolve a kernel: | ||
| var kernel = resolveKernel( 5 ); | ||
|
|
||
| // Apply strided function: | ||
| kernel( gtriu, [ x, y, k ], views, [ 1, 1, 1, 1, 3 ], [ 12, 12, 12, 12, 4 ], [ 12, 12, 12, 12, 4 ], strategyX, strategyY, {} ); | ||
|
|
||
| console.log( ndarray2array( x.data, x.shape, x.strides, x.offset, x.order ) ); | ||
| console.log( ndarray2array( y.data, y.shape, y.strides, y.offset, y.order ) ); | ||
Oops, something went wrong.
Oops, something went wrong.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
For the examples, I’m currently using
unary-strided2d/unblockedsince the blocked kernel doesn’t exist yet. The unblocked kernel is almost done locally, and I’ll open a PR for it ASAP. Once it’s merged, I’ll update the examples to use blocked so they match the 1D package. Let me know if you’d suggest a different approach.