[RFC]: Add C implementation for @stdlib/stats/base/dists/laplace/stdev

[Planeshifter]

Description

This RFC proposes adding a C implementation, including a Node.js native addon, C benchmarks, and C examples, for the @stdlib/stats/base/dists/laplace/stdev package.

When adding support, the following tasks should be completed:

1. A C source implementation should be added to a src folder within the package's directory.
2. A native add-on interface should be added in order to call the C implementation from JavaScript.
3. A JavaScript file should be added to the lib folder to allow benchmarking and unit testing the native implementation from JavaScript.
4. A new test file should be created which includes unit tests testing against expected behavior.
5. C benchmarks should be added which measure performance for the C source implementation.
6. A file containing C examples should be added to demonstrate example usage.
7. JavaScript benchmarks should be added which measure performance for the native add-on.
8. Build and configuration files should be added to allow compiling and running the C source implementation using project make commands (as documented below).
9. The README should be updated to include documentation for the added C API.

To provide a concrete example of what a PR adding the desired method should contain, see #3354, which is a PR adding a C implementation for the CDF of an arcsine distribution. This should provide an idea of what is expected.

Prerequisites

1. Review JavaScript implementation in lib/main.js and its required modules to identify all stdlib functions used.
2. Verify C implementations exist for each required function.

Related Issues

#3355

Questions

No.

Other

Once the implementation is ready including C examples and benchmarks, we should be able to run the following make commands.

Build native add-on

NODE_ADDONS_PATTERN="@stdlib/stats/base/dists/laplace/stdev" make install-node-addons

Run C examples

make examples-c-files FILES="$(pwd)/lib/node_modules/@stdlib/stats/base/dists/laplace/stdev/examples/c/example.c"

Run C benchmarks

make benchmark-c-files FILES="$(pwd)/lib/node_modules/@stdlib/stats/base/dists/laplace/stdev/benchmark/c/benchmark.c"

Run JavaScript benchmarks

make benchmark-javascript-files FILES="$(pwd)/lib/node_modules/@stdlib/stats/base/dists/laplace/stdev/benchmark/benchmark.native.js"

Run all tests

make TESTS_FILTER=".*/@stdlib/stats/base/dists/laplace/stdev/.*" test

Notes

• If you are interested in contributing a PR which addresses this RFC and are a first-time contributor or not yet familiar with our project conventions, please minimize the submission of LLM-generated code. Please consult our contributing guidelines and the associated development guide. Failure to respect project conventions will result in your PR being rejected without review. Thank you for understanding!

Checklist

• I have read and understood the Code of Conduct.
• Searched for existing issues and pull requests.
• The issue name begins with RFC:.

[stdlib-bot]

🚨 Important: PLEASE READ 🚨

This issue has been labeled as a good first issue and is available for anyone to work on.

If this is your first time contributing to an open source project, some aspects of the development process may seem unusual, arcane, or some combination of both.

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Before working on this issue and opening a pull request, please read the project's contributing guidelines. These guidelines and the associated development guide provide important information, including links to stdlib's Code of Conduct, license policy, and steps for setting up your local development environment.

To reiterate, we strongly encourage you to refer to our contributing guides before beginning work on this issue. Failure to follow our guidelines significantly decreases the likelihood that you'll successfully contribute to stdlib and may result in automatic closure of a pull request without review.

Setting up your local development environment is a critical first step, as doing so ensures that automated development processes for linting, license verification, and unit testing can run prior to authoring commits and pushing changes. If you would prefer to avoid manual setup, we provide pre-configured development containers for use locally or in GitHub Codespaces.

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• If you are attempting to contribute a new package, sometimes the best approach is to simply copy the contents of an existing package and then modify the minimum amount necessary to implement the feature (e.g., changing descriptions, parameter names, and implementation).
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In short, the more effort you put in to ensure that your contribution looks and feels like stdlib—including variables names, bracket spacing, line breaks, etc—the more likely that your contribution will be reviewed and ultimately accepted. We encourage you to closely study the codebase before beginning work on this issue.

✨ Thank you again for your interest in stdlib, and we look forward to reviewing your future contributions. ✨

[stdlib-bot]

👋 Hi there! 👋

And thank you for opening your first issue! We will get back to you shortly. 🏃 💨