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rshinyleafletrgdalr-leaflet

Select only one state in a map in a Shiny application


I have the following dataset:

library(rgdal)
library(leaflet)

tmp <- tempdir()
url <- "http://personal.tcu.edu/kylewalker/data/mexico.zip"
file <- basename(url)
download.file(url, file)
unzip(file, exdir = tmp)
mexico <- readOGR(dsn = tmp, layer = "mexico", encoding = "UTF-8")

pal <- colorQuantile("YlGn", NULL, n = 5)
state_popup <- paste0("<strong>Estado: </strong>", 
                  mexico$name, 
                  "<br><strong>PIB per c?pita, miles de pesos, 2008: </strong>", 
                  mexico$gdp08)

On top of this data I build the following Shiny Application:

# load necessary packages
library(leaflet)    
library(shiny)
library(shinydashboard)


ui <- fluidPage(
  # place the contents inside a box
  shinydashboard::box(
    width = 12
    , title = "Click on the map!"
    # separate the box by a column
    , column(
      width = 2
      , shiny::actionButton( inputId = "clearHighlight"
                             , icon = icon( name = "eraser")
                             , label = "Clear the Map"
                             , style = "color: #fff; background-color: #D75453; border-color: #C73232"
      )
    )
    # separate the box by a column
    , column(
      width = 10
      , leaflet::leafletOutput( outputId = "myMap"
                                , height = 850
      )
    )
  ) # end of the box
) # end of fluid page

# create the server
server <- function( input, output, session ){

  # create foundational map
  foundational.map <- shiny::reactive({
    leaflet() %>%
      #addTiles( urlTemplate = "https://cartodb-basemaps-{s}.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png") %>%
      #setView( lng = -87.567215
      #         , lat = 41.822582
      #         , zoom = 11 ) %>%
      addProviderTiles("CartoDB.Positron") %>%
      addPolygons( data = mexico
                   , fillOpacity = 0
                   , opacity = 0.2
                   , color = "#000000"
                   , weight = 2
                   , layerId = mexico$states
                   , group = "click.list"
      )
  })

  output$myMap <- renderLeaflet({

    foundational.map()

  }) 

  click.list <- shiny::reactiveValues( ids = vector() )

  shiny::observeEvent( input$myMap_shape_click, {

    click <- input$myMap_shape_click
    click.list$ids <- c( click.list$ids, click$id )
    lines.of.interest <- mexico[ which( mexico$states %in% click.list$ids ) , ]

    if( is.null( click$id ) ){
      req( click$id )
    } else if( !click$id %in% lines.of.interest@data$id ){
      leaflet::leafletProxy( mapId = "myMap" ) %>%
        addPolylines( data = lines.of.interest
                      , layerId = lines.of.interest@data$id
                      , color = "#6cb5bc"
                      , weight = 5
                      , opacity = 1
        ) 

    } # end of if else statement

  }) # end of shiny::observeEvent({})

  shiny::observeEvent( input$clearHighlight, {

    output$myMap <- leaflet::renderLeaflet({

      click.list$ids <- NULL
      foundational.map()

    }) # end of re-rendering $myMap

  }) # end of clearHighlight action button logic

} # end of server

shiny::shinyApp( ui = ui, server = server)

This gives me a map of Mexico where I can select a state. This works fine. However right now if I select another state I have a multiple selections.

What I would like to have is that when I move to another state the ONLY that other state is selected.

Any thoughts on how to accomplish that in the code above?


Solution

  • Below is a working example. What have I changed?

    • There was an observeEvent() on the bottom that also recreated a reactive() in its body. That is bad practice, in that case it is better to use a reactiveVal(). So I added the reactiveVal named myMap_reval to hold our map object.
    • I added a part to the observeEvent() that is used to color the selected polygon border. It now first checks if the click.list$ids is empty. If so, it will first reset the color of the previously selected polygon's border. Also, the observer now sets the click.list$ids to just the newly selected value, instead of adding it to a vector.

    Hope this helps!


    enter image description here


    library(rgdal)
    library(leaflet)
    
    tmp <- tempdir()
    url <- "http://personal.tcu.edu/kylewalker/data/mexico.zip"
    file <- basename(url)
    download.file(url, file)
    unzip(file, exdir = tmp)
    mexico <- readOGR(dsn = tmp, layer = "mexico", encoding = "UTF-8")
    
    pal <- colorQuantile("YlGn", NULL, n = 5)
    state_popup <- paste0("<strong>Estado: </strong>", 
                          mexico$name, 
                          "<br><strong>PIB per c?pita, miles de pesos, 2008: </strong>", 
                          mexico$gdp08)
    
    # load necessary packages
    library(leaflet)    
    library(shiny)
    library(shinydashboard)
    
    
    ui <- fluidPage(
      # place the contents inside a box
      shinydashboard::box(
        width = 12
        , title = "Click on the map!"
        # separate the box by a column
        , column(
          width = 2
          , shiny::actionButton( inputId = "clearHighlight"
                                 , icon = icon( name = "eraser")
                                 , label = "Clear the Map"
                                 , style = "color: #fff; background-color: #D75453; border-color: #C73232"
          )
        )
        # separate the box by a column
        , column(
          width = 10
          , leaflet::leafletOutput( outputId = "myMap"
                                    , height = 850
          )
        )
      ) # end of the box
    ) # end of fluid page
    
    # create the server
    server <- function( input, output, session ){
    
      # function to create foundational map
      foundational.map <- function(){
        leaflet() %>%
          #addTiles( urlTemplate = "https://cartodb-basemaps-{s}.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png") %>%
          #setView( lng = -87.567215
          #         , lat = 41.822582
          #         , zoom = 11 ) %>%
          addProviderTiles("CartoDB.Positron") %>%
          addPolygons( data = mexico
                       , fillOpacity = 0
                       , opacity = 0.2
                       , color = "#000000"
                       , weight = 2
                       , layerId = mexico$state
                       , group = "click.list")
      }
    
      # reactiveVal for the map object, and corresponding output object.
      myMap_reval <- reactiveVal(foundational.map())
      output$myMap <- renderLeaflet({
        myMap_reval()
      }) 
    
      # To hold the selected map region id.
      click.list <- shiny::reactiveValues( ids = vector() )
    
      shiny::observeEvent( input$myMap_shape_click, ignoreNULL = T,ignoreInit = T, {
    
        # If already selected, first remove previous selection
        if(length(click.list)>0)
        {
          remove_id = click.list$ids
          lines.of.interest <- mexico[ which( mexico$state %in% remove_id) , ]
          leaflet::leafletProxy( mapId = "myMap" ) %>%
            addPolylines( data = lines.of.interest
                          , layerId = lines.of.interest@data$id
                          , color = "#000000"
                          , weight = 2
                          , opacity = 0.2)
        }
    
        # add current selection
        click <- input$myMap_shape_click
        click.list$ids <- click$id  # we only store the last click now!
        lines.of.interest <- mexico[ which( mexico$state %in% click.list$ids ) , ]
        print(click)
        if( is.null( click$id ) ){
          req( click$id )
        } else if( !click$id %in% lines.of.interest@data$id ){
          leaflet::leafletProxy( mapId = "myMap" ) %>%
            addPolylines( data = lines.of.interest
                          , layerId = lines.of.interest@data$id
                          , color = "#6cb5bc"
                          , weight = 5
                          , opacity = 1
            ) 
        }
    
      }) # end of shiny::observeEvent({})
    
      # oberver for the clearHighlight button.
      shiny::observeEvent( input$clearHighlight, {
        click.list$ids <- NULL
        myMap_reval(foundational.map()) # reset map.
      }) 
    
    } 
    
    shiny::shinyApp( ui = ui, server = server)