plotly / plotly/plotly.js

Immutable mode

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feature P3
Langage dominant
JavaScript
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PR mergées (30 j)
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Description

Along with Plotly.react, it would be nice if we would never mutate gd.data and gd.layout, just make new changed objects and alert the user to the change. We can't make this the default behavior in v1 since some users depend on gd.data and gd.layout keeping the identity of the objects they initially passed in - though there are some cases already where they are not. But that rule holds well enough that some folks depend on it, so immutability would have to be a config argument.

In general all of the plot modification methods except Plotly.react (Plotly.restyle, relayout, update, extendTraces etc..) modify gd.data and gd.layout in place to make the requested updates. Most (but not all) then emit an event you can use to see that the plot state has changed. But also there are modifications that happen automatically during drawing the plot, principally (if not entirely) pushing auto values (axis ranges, colorscale ranges) back to gd.data and gd.layout so that future minor updates don't need to recalculate these. This too is something we might be able to avoid doing, but probably not until v2.

So there are two things we should do:

  • Make all updates to gd.data and gd.layout immutably, conditional on a config argument.
  • Streamline the way we alert the user that the state has changed, so that they can feed this new state back into their app state. It seems like once we have immutable changes, it might be possible without any changes to the events from plotly.js... the react wrapper would have to bind to all the events that might carry state changes initiated from the UI, and also check after every update initiated by the wrapper itself, whether gd.data === prevData and gd.layout === prevLayout... but seems like it would be much easier for the react wrapper if there were a single "new state" event that collects all of these.

See https://github.com/plotly/react-plotly.js/issues/43

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Piste de recherche

Commencez par suivre Plotly.react, Plotly.restyle, relayout, update et extendTraces, puis examinez l’issue #43 liée de react-plotly.js. Déterminez comment les mises à jour et le dessin modifient actuellement gd.data et gd.layout, notamment les valeurs automatiques et les événements de changement d’état. La tâche est terminée lorsque les mises à jour immuables dépendent d’un argument config et que les changements d’état disposent d’un chemin de notification rationalisé.

Rédigé par le modèle d'indexation à partir du texte de l'issue.

Évaluation

Stack technique
javascript
Domaine
data-visualization
Type d'issue
Fonctionnalité
Difficulté
5/5
Temps estimé
Plus d'une semaine
Activité
À l'abandon
Clarté
Plutôt claire
Accessibilité débutants
20/100

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