Select multiple items using map_click in leaflet, linked to selectizeInput() in shiny app (R)

I would like to create a leaflet map where you can select multiple polygons and this will update the selectizeInput() in a shiny app. This would including removing a selected polygon, when it is removed in the selectizeInput().

I have slightly changed/updated the code from the answer here (use of sf instead of sp and more dplyr where I could work out what the base R was).

The polygons could probably be updated with an observeEvent tied in with input$clicked_locations, but not sure exactly how.

Here is the code:

library(shiny)
library(leaflet)
library(sf)
library(dplyr)

#load shapefile
nc <- st_read(system.file("shape/nc.shp", package="sf")) %>%
  st_transform(4326)

shinyApp(
  ui = fluidPage(
    
    "Update selectize input by clicking on the map",
    
    leafletOutput("map"),
    "I would like the selectize input to update to show all the locations clicked,",
    "but also when items are removed here, they are removed on the map too, so linked to the map.",
    selectizeInput(inputId = "clicked_locations",
                   label = "Clicked",
                   choices = nc$NAME,
                   selected = NULL,
                   multiple = TRUE)
  ),
  
  server <- function(input, output, session){
    
    #create empty vector to hold all click ids
    clicked_ids <- reactiveValues(ids = vector())
    
    #initial map output
    output$map <- renderLeaflet({
      leaflet() %>%
        addTiles() %>%
        addPolygons(data = nc,
                    fillColor = "white",
                    fillOpacity = 0.5,
                    color = "black",
                    stroke = TRUE,
                    weight = 1,
                    layerId = ~NAME,
                    group = "regions",
                    label = ~NAME)
    }) #END RENDER LEAFLET
    
    observeEvent(input$map_shape_click, {
      
      #create object for clicked polygon
      click <- input$map_shape_click
      
      #define leaflet proxy for second regional level map
      proxy <- leafletProxy("map")
      
      #append all click ids in empty vector
      clicked_ids$ids <- c(clicked_ids$ids, click$id) # name when clicked, id when unclicked
      
      #shapefile with all clicked polygons - original shapefile subsetted by all admin names from the click list
      clicked_polys <- nc %>%
        filter(NAME %in% clicked_ids$ids)
      
      #if the current click ID [from CNTY_ID] exists in the clicked polygon (if it has been clicked twice)
      if(click$id %in% clicked_polys$CNTY_ID){
        
        #define vector that subsets NAME that matches CNTY_ID click ID - needs to be different to above
        name_match <- clicked_polys$NAME[clicked_polys$CNTY_ID == click$id]
        
        #remove the current click$id AND its name match from the clicked_polys shapefile
        clicked_ids$ids <- clicked_ids$ids[!clicked_ids$ids %in% click$id]
        clicked_ids$ids <- clicked_ids$ids[!clicked_ids$ids %in% name_match]
        
        # just to see
        print(clicked_ids$ids)
        
        # update
        updateSelectizeInput(session,
                             inputId = "clicked_locations",
                             label = "",
                             choices = nc$NAME,
                             selected = clicked_ids$ids)
        
        #remove that highlighted polygon from the map
        proxy %>% removeShape(layerId = click$id)
        
      } else {
        
        #map highlighted polygons
        proxy %>% addPolygons(data = clicked_polys,
                              fillColor = "red",
                              fillOpacity = 0.5,
                              weight = 1,
                              color = "black",
                              stroke = TRUE,
                              layerId = clicked_polys$CNTY_ID)
        
        # just to see
        print(clicked_ids$ids)
        
        # update
        updateSelectizeInput(session,
                             inputId = "clicked_locations",
                             label = "",
                             choices = nc$NAME,
                             selected = clicked_ids$ids)
        
      } #END CONDITIONAL
    }) #END OBSERVE EVENT
  }) #END SHINYAPP

This is also posted here where you can also find the edited version of the code from the answer (originally an sp dataset), that works. This code for the nc data set seems to be the same to me, but doesn't seem to work, although updating the polygons based on the selectizeInput() isn't in there.

Any ideas on this?

library(shiny) library(leaflet) library(sf) library(dplyr) #load shapefile nc <- st_read(system.file("shape/nc.shp", package="sf")) %>% st_transform(4326) shinyApp( ui = fluidPage( "Update selectize input by clicking on the map", leafletOutput("map"), "I would like the selectize input to update to show all the locations selected,", "but also when items are removed here, they are removed on the map too, so linked to the map.", selectizeInput(inputId = "selected_locations", label = "Selected:", choices = nc$NAME, selected = NULL, multiple = TRUE) ), server <- function(input, output, session){ #create empty vector to hold all click ids selected_ids <- reactiveValues(ids = vector()) #initial map output output$map <- renderLeaflet({ leaflet() %>% addTiles() %>% addPolygons(data = nc, fillColor = "white", fillOpacity = 0.5, color = "black", stroke = TRUE, weight = 1, layerId = ~NAME, group = "regions", label = ~NAME) %>% addPolygons(data = nc, fillColor = "red", fillOpacity = 0.5, weight = 1, color = "black", stroke = TRUE, layerId = ~CNTY_ID, group = ~NAME) %>% hideGroup(group = nc$NAME) # nc$CNTY_ID }) #END RENDER LEAFLET #define leaflet proxy for second regional level map proxy <- leafletProxy("map") #create empty vector to hold all click ids selected <- reactiveValues(groups = vector()) observeEvent(input$map_shape_click, { if(input$map_shape_click$group == "regions"){ selected$groups <- c(selected$groups, input$map_shape_click$id) proxy %>% showGroup(group = input$map_shape_click$id) } else { selected$groups <- setdiff(selected$groups, input$map_shape_click$group) proxy %>% hideGroup(group = input$map_shape_click$group) } updateSelectizeInput(session, inputId = "selected_locations", choices = nc$NAME, selected = selected$groups) }) observeEvent(input$selected_locations, { removed_via_selectInput <- setdiff(selected$groups, input$selected_locations) added_via_selectInput <- setdiff(input$selected_locations, selected$groups) if(length(removed_via_selectInput) > 0){ selected$groups <- input$selected_locations proxy %>% hideGroup(group = removed_via_selectInput) } if(length(added_via_selectInput) > 0){ selected$groups <- input$selected_locations proxy %>% showGroup(group = added_via_selectInput) } }, ignoreNULL = FALSE) })

proxy %>% removeShape(layerId = as.character(click$id)) proxy %>% addPolygons(data = clicked_polys, fillColor = "red", fillOpacity = 0.5, weight = 1, color = "black", stroke = TRUE, layerId = as.character(clicked_polys$CNTY_ID))

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