stdlib-js / stdlib-js/stdlib

[RFC]: Development of a Dedicated ASCII Plotter for Benchmark Visualization

未关闭
#2,010 1 条评论 0 个 reaction 已指派 0 人 在 GitHub 查看
Needs Discussion RFC
主要语言
JavaScript
星标
6k
派生
1.3k
平均合并
1 天 3 小时
30 天内合并 PR
611

描述

### Description

This RFC proposes the development of a dedicated ASCII plotter specifically designed for visualizing benchmark data. The ASCII plotter will provide a lightweight and platform-independent method for representing benchmarking results, enhancing data visualization capabilities within our software.

### Proposed Implementation
**ASCII Plotter Design**
The ASCII plotter will be designed to support various plot types commonly used for benchmark visualization, such as line plots, bar charts, histograms, and scatter plots. It will include features for customizing axes labels, titles, colors, and other styling options to ensure flexibility in data representation.

**Benchmark Data Integration**
The ASCII plotter will integrate seamlessly with our benchmarking module, allowing users to generate plots directly from benchmarking data. The plotter will support input formats commonly used for benchmark results, ensuring compatibility and ease of use.

### Expected Benefits
- Clear Visualization: The ASCII plotter will provide clear and concise visual representations of benchmarking data, aiding in performance analysis and decision-making.
- Platform Compatibility: ASCII plots can be generated and viewed on a wide range of platforms without dependencies on graphical libraries, ensuring compatibility and accessibility.
- Simplified Workflow: Integrating the plotter with our benchmarking module will streamline the process of generating and sharing benchmark visualizations, improving workflow efficiency.

### Related Issues

Related issues #1936 , https://github.com/stdlib-js/google-summer-of-code/issues/6

### Questions

No.

### Other

### References
- ASCII Art Wikipedia: [ASCII Art Wikipedia](https://en.wikipedia.org/wiki/ASCII_art)
- We have some existing Unicode plotters in https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/plot (see sparklines and unicode folders).

### Checklist

- [X] I have read and understood the [Code of Conduct](https://github.com/stdlib-js/stdlib/blob/develop/CODE_OF_CONDUCT.md).
- [X] Searched for existing issues and pull requests.
- [X] The issue name begins with `RFC:`.

贡献指南

打开贡献指南

调研方向

Start by reviewing the existing Unicode plotters in lib/node_modules/@stdlib/plot, especially the sparklines and unicode folders, and then inspect the benchmarking module integration points. Define the supported plot types, styling options, and benchmark input formats before implementation; done means a dedicated ASCII plotter is integrated and can visualize benchmark results.

由索引模型根据 Issue 内容生成。

评估

技术栈
javascript
领域
data-visualization
Issue 类型
功能
难度
5/5
预计耗时
一周以上
活跃度
停滞
描述清晰度
需要澄清
新手友好度
25/100

把新 issue 发到你的邮箱

精选适合新手参与的 GitHub issue 摘要。