rshinyreactiver-leafletleaflet.markercluster

Making selectizeInput reactive to show/hide markers


I am in the process of making a map of street food in Oaxaca, Mexico, although I am running into some trouble. I am trying to produce a leaflet map in Shiny and understand the UI side of shiny, although the server side not as much. I understand that I have to add either observe() or reactive() to the server side to produce the desired results, but I cannot seem to get it to work. I included addlayercontrol() to the leaflet as this effect is desired (hide and show markers based on what is selected) although I would like the selectizeImput to control the layers. Below is my code, I included a small subset of the dataset, as well as some commented out code of what I tried on the server side.

library(leaflet)
library(shiny)
library(shinydashboard)
library(dplyr)

#Data Sample

long <- c(-96.72363, -96.72880, -96.72700)
lat <- c(17.06167, 17.06200, 17.06170 )
name <- c("jim", "grant", "pablo")
food <- c("tacos", "burger", "elote")


df <- data.frame(long, lat, name, food)

#subsets

palette<- colorFactor(palette = c("blue", "green", "black"),
                      domain = df$food)
tacos <- dplyr::filter(df, grepl("tacos", food))

burger <- dplyr::filter(df, grepl("burger", food))

elote <- dplyr::filter(df, grepl("elote", food))


#ui 


ui <-fluidPage(
  titlePanel(title = "Street Food Oaxaca"),
  sidebarLayout(
    sidebarPanel(
      selectizeInput("food","Select a Type:",
                  choices = unique(df$food),
                  selected = ,
                  multiple = TRUE)),
    mainPanel(h3("Map"), leafletOutput("m", width = "800", height = "600"))
  )
)

#server
server <- function(input, output, session){ 
    output$m = renderLeaflet({
    leaflet(data = df) %>%
      setView(lng = -96.725, lat = 17.0618, zoom =14)%>%
      addTiles() %>%
      addCircleMarkers( layerId = tacos,
                          data = tacos,
                          ~long,
                          ~lat,
                          group = 'tacos',
                          popup = ~as.character(name),
                          radius = 2,
                          color =  ~palette(food),
                          fillOpacity = 0.5) %>%
        addCircleMarkers( layerId = burger,
                          data = burger,
                          ~long,
                          ~lat,
                          group = 'burger',
                          popup = ~as.character(name),
                          radius = 2,
                          color =  ~palette(food),
                          fillOpacity = 0.5) %>%
        addCircleMarkers( layerId = elote,
                          data = elote,
                          ~long,
                          ~lat,
                          group = 'elote',
                          popup = ~as.character(name),
                          radius = 2,
                          color =  ~palette(food),
                          fillOpacity = 0.5) %>%
        # addPolygons(data = poly,
        #           ~long,
        #           ~lat,
        #           weight = 3,
        #           color = "red",
        #           group = "Restricted Zone" ,
        #           popup = "Restricted Zone")
      addLayersControl(
        overlayGroups = c("tacos","burger","elote", "Restricted Zone"),
        options = layersControlOptions(collapsed = TRUE)
      )


    })
}    
      
      
      #  observeEvent(
      # if(function(input$food, value ="tacos"))
      #   output$m = renderLeaflet('m')%>%
      #    removeMarker(layerId = m,c('burger', 'elote')))
                               
      #removeMarker(group == C('two', 'three'))

      # data_f <- reactive({
      #   dplyr::filter(df$food == "tacos")
      # })
      # 
      # observeEvent(data_f, {
      # 
      #   leafletProxy("map") %>%
      # 
      #     clearMarkers() }) 
    
         

  


 #Run the application 
shinyApp(ui = ui , server = server)

Solution

  • Try this

    library(leaflet)
    library(shiny)
    library(shinydashboard)
    library(dplyr)
    
    #Data Sample
    
    long <- c(-96.72363, -96.72880, -96.72700)
    lat <- c(17.06167, 17.06200, 17.06170 )
    name <- c("jim", "grant", "pablo")
    food <- c("tacos", "burger", "elote")
    
    
    df <- data.frame(long, lat, name, food)
    
    #subsets
    
    palette <- colorFactor(palette = c("blue", "green", "black"),
                          domain = df$food)
    tacos <- dplyr::filter(df, grepl("tacos", food))
    
    burger <- dplyr::filter(df, grepl("burger", food))
    
    elote <- dplyr::filter(df, grepl("elote", food))
    
    ui <-fluidPage(
      titlePanel(title = "Street Food Oaxaca"),
      sidebarLayout(
        sidebarPanel(
          selectizeInput("food","Select a Type:",
                         choices = unique(df$food),
                         selected = food[1],
                         multiple = TRUE)),
        mainPanel(h3("Map"), leafletOutput("m", width = "800", height = "600"))
      )
    )
    
    #server
    server <- function(input, output, session){ 
      
      df1 <- eventReactive(input$food, {
        df %>% dplyr::filter(food %in% input$food)
      })
      
      output$m = renderLeaflet({
        leaflet(data = df1()) %>%
          setView(lng = -96.725, lat = 17.0618, zoom =14)%>%
          addTiles() %>%
          addCircleMarkers( # layerId = input$food,
                            # data = input$food,
                            ~long,
                            ~lat,
                            #group = input$food,
                            #popup = ~as.character(name),
                            radius = 2,
                            color =  ~palette(input$food),
                            fillOpacity = 0.5) %>%
          # addCircleMarkers( layerId = burger,
          #                   data = burger,
          #                   ~long,
          #                   ~lat,
          #                   group = 'burger',
          #                   popup = ~as.character(name),
          #                   radius = 2,
          #                   color =  ~palette(food),
          #                   fillOpacity = 0.5) %>%
          # addCircleMarkers( layerId = elote,
          #                   data = elote,
          #                   ~long,
          #                   ~lat,
          #                   group = 'elote',
          #                   popup = ~as.character(name),
          #                   radius = 2,
          #                   color =  ~palette(food),
          #                   fillOpacity = 0.5) %>%
          # addPolygons(data = poly,
          #           ~long,
          #           ~lat,
          #           weight = 3,
          #           color = "red",
          #           group = "Restricted Zone" ,
          #           popup = "Restricted Zone")
          addLayersControl(
            overlayGroups = c("tacos","burger","elote", "Restricted Zone"),
            options = layersControlOptions(collapsed = TRUE)
          )
        
        
      })
    }    
    
    #Run the application 
    shinyApp(ui = ui , server = server)