`selectedpoints` does not function properly when a vector is passed using `plotlyProxy` & `"restyle"`.
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Description
Bug/Unexpected Behavior
When updating a scatter plot's selectedpoints in a Shiny server using "restyle" on a plotlyProxy, single value vectors don't update the graph. E.g., passing c(1) to selectedpoints won't update the graph.
However, if we duplicate this value, e.g., c(1, 1) and pass it to selectedpoints, the 1 point will be selected.
Reproducible example:
# selected points single value incorrect behavior
library(shiny)
ui <- fluidPage(fluidRow(plotly::plotlyOutput("graph"),
DT::DTOutput("table")))
server <- function(input, output, session) {
output$table <- DT::renderDT({
cars
})
output$graph <- plotly::renderPlotly({
plotly::plot_ly(
cars,
x = ~ speed,
y = ~ dist,
selected = list(marker = list(color = "red")),
type = "scatter",
mode = "markers",
source = "graph"
) %>%
plotly::layout(dragmode = "select",
clickmode = "event+select") %>%
plotly::event_register("plotly_selected")
})
plot_proxy <- plotly::plotlyProxy("graph")
table_proxy <- DT::dataTableProxy("table")
selected <-
reactive({
plotly::event_data("plotly_selected", source = "graph")
})
observeEvent(selected(), {
selected <- selected()$pointNumber + 1
table_proxy %>% DT::selectRows(selected)
})
observeEvent(input$table_cell_clicked, {
selected_rows <- input$table_rows_selected - 1
#### comment this conditional to see the bug ####
if (length(selected_rows) == 1) {
selected_rows <- rep(selected_rows, 2)
}
#### end comment this conditional to see the bug ####
plotly::plotlyProxyInvoke(
plotly::plotlyProxy("graph", session),
"restyle",
list(selectedpoints = list(selected_rows)),
0
)
})
}
shinyApp(ui, server)
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 running the supplied R Shiny reproducible example and compare plotlyProxyInvoke with selected_rows containing c(1) versus c(1, 1). Trace the selectedpoints update through the plotlyProxy "restyle" call; done means a single-value vector selects the point without duplication.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- r
- Domain
- data-visualization
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100