"Live Figure" - new Graph props for current state of figure
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- Dominant language
- Python
- Stars
- 24.4k
- Forks
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- Avg merge
- 2d 7h
- Merged PRs (30d)
- 13
Description
Migrating from https://github.com/plotly/dash-core-components/issues/584
Currently the way to respond to zoom events, legend toggle events, etc. is to listen to relayoutData and restyleData. This gets super complicated though since it only contains the latest changes, which may be a partial zoom (single axis, single-ended) or completely unrelated to the information you actually care about. So to make a really robust app, the dev needs to manually accumulate these changes in a Store or something.
It would be way better to just expose the current state of the figure as its own prop. Then, to avoid infinite loops, the normal usage pattern would be to use relayoutData as an Input just to trigger the callback, and use liveFigure or whatever we call it as State.
But of course we don't want the entire figure, we need to at least exclude data arrays as they may be huge and slow things down.
The uirevision system collects attribute patterns that can be set by the UI - we could presumably piggyback off that, though that's reaching fairly deep into plotly.js unless we build this functionality directly into plotly.js. Alternatively we could clone the whole figure minus data arrays - or even just clip all arrays, though there are a few that we need to keep in their entirety (hiddenlabels, selectedpoints...)
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 with the migrated issue context and the uirevision attribute-pattern code in plotly.js's src/plot_api/plot_api.js. Determine whether the live state belongs in plotly.js or Dash, then define how the exposed figure state excludes large data arrays while retaining required arrays such as hiddenlabels and selectedpoints.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, react
- Domain
- data-visualization
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100