Created
January 13, 2023 03:56
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Minimal nested select input with {shinyTree}
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library(shiny) | |
library(shinyTree) | |
library(highcharter) | |
library(dplyr) | |
pokemon_df <- highcharter::pokemon |> | |
select(primary = type_1, secondary = type_2, pokemon) |> | |
mutate(secondary = coalesce(secondary, primary)) | |
pokemon_list <- shinyTree::dfToTree(pokemon_df) | |
ui <- fluidPage( | |
titlePanel("Minimal nested select input with {shinyTree}"), | |
sidebarLayout( | |
sidebarPanel( | |
actionButton("plot_button", "Plot:"), | |
shinyTree("pokemon_tree", checkbox = TRUE, themeIcons = FALSE) | |
), | |
mainPanel( | |
highchartOutput("pokemon_treemap") | |
) | |
) | |
) | |
server <- function(input, output, session) { | |
# Shiny Tree variable selection logic | |
output$pokemon_tree <- renderTree({ list(All = structure(pokemon_list, stselected = TRUE, stopened = TRUE)) }) | |
# Reactive on tree state (incl. opened and closed subtrees) and terminal node selections | |
pokemon_tree_selected <- reactive({ | |
unlist(get_selected(input$pokemon_tree), use.names = FALSE) | |
}) | |
pokemon_selected <- reactive({ | |
intersect(pokemon_df$pokemon, pokemon_tree_selected()) | |
}) | |
# Highchart treemap render logic | |
output$pokemon_treemap <- renderHighchart({ | |
input$plot_button | |
pokemon_df |> | |
filter(pokemon %in% isolate(pokemon_selected())) |> | |
count(primary, secondary) |> | |
data_to_hierarchical( | |
group_vars = c("primary", "secondary"), size_var = "n" | |
) |> | |
hchart(type = "treemap") | |
}) | |
} | |
shinyApp(ui, server) |
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