clearShapes() not working -- leaflet() for R

Question

I cannot figure out why clearshapes() is not working in my leaflet shiny program. I am trying to remove the existing circles and replace with a category that is selected based on the input check box that I have. However, what happens is that new circles are overlayed on top of the existing ones.

Does anyone encountered this before?

df = read.csv("mappingData.csv",header=T, sep =",")

ui = fluidPage(
  checkboxGroupInput("set", label = "Pothole Reported by:",
                     choices = list("Citizens Connect App" = "Citizens Connect App", 
                                    "City Worker App" = "City Worker App",
                                    "Constituent Call" = "Constituent Call",
                                    "Self Service" = "Self Service",
                                    "Employee Generated" = "Employee Generated",
                                    "Not Available (Cambridge)" = "")),
  
  verbatimTextOutput("value"),
  
  leafletOutput("map")
)


server <- function(input, output) {
  
  filteredDataCheck <- reactive({
    # subset(df, Source == input$set)
    print(input$set)
  })
  
  output$value <- renderPrint ({ filteredDataCheck() })
  
  filteredData <- reactive({
    df[as.character(df$Source) == input$set, ]
  })

  
  output$map <- renderLeaflet ({
    leaflet(df) %>%
      setView(-71.083, 42.353, 13) %>%
     addProviderTiles("Stamen.TonerLite", options = providerTileOptions(noWrap=T))
  })
  
  observe({
    leafletProxy("map", data = filteredData() ) %>% clearShapes() %>%
      addCircles(radius = 1, color = "red", group = "circles") %>% clearShapes()
    
  })
  
}

shinyApp(ui = ui, server = server)

Answer 1

Looks like there is an issue when filteredData() is empty. You can trying adding an if/else:

if(nrow(filteredData())==0) { leafletProxy("map") %>% clearShapes()} 
else {
    leafletProxy("map", data = filteredData() ) %>% clearShapes() %>%
      addCircles(radius = 1, color = "red", group = "circles")
    }

Also if you want all the data points that have a selected Source, you might want to use %in% instead of == in your filtering:

df[as.character(df$Source) %in% input$set, ]