Leverage react component/editor for interactive code generation
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- Dominant language
- R
- Stars
- 2.7k
- Forks
- 641
- PR merge metrics
- No merged PRs in 30d
Description
Programmatically placing annotations/shapes/images etc is difficult. Ideally we'd have some sort of GUI to assist in generating the relevant code. Plotly cloud does offer a solution, but there are two main issues:
- Code generation works on the JSON-level, meaning any high-level R code gets lost.
- The UI is complex -- it tries to do everything plotly.js can do without making common things easy.
https://github.com/plotly/react-chart-editor was recently open-sourced and could provide infrastructure for generating "focused" and locally-rendered GUIs that could help you generate code for these use-cases. For example, something like:
library(plotly)
qplot(1:10) %>%
ggplotly() %>%
layout_edit("annotations")
Could pop-up a shiny gadget wrapper around the react editor specifically for adding and/or editing existing annotation(s). It seems likely that we could retain the high-level (input) code and add the relevant code necessary to recreate the manual edits:
qplot(1:10) %>%
ggplotly() %>%
add_annotations(
text = "My label",
x = 0,
y = 1,
...
)
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reading the linked react-chart-editor project and the R examples in this issue, especially the proposed layout_edit() and add_annotations() flow. The issue does not name repository files, tests, or acceptance criteria; done would require agreeing on a focused GUI, preserving high-level R code, and defining how generated edits are validated.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- javascript, r, react
- Domain
- data-visualization, frontend
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100