R Leaflet：将多个组分配给一个图层以过滤数据并更改表示的列

我试图在 R 传单中找到一种方法来包含覆盖按钮，该按钮可以过滤掉数据中的组。我还需要包括单选按钮，用于切换数据中表示的列。我似乎无法找到使用 addLayersControl() 函数在 R 传单中执行此操作的方法。

我最初认为可以将多个组添加到单个图层并使用 baseGroups 和 OverlayGroups（如下面的代码所示）。然而，这并没有达到预期的结果。如果有人能建议一种替代方法来实现这一目标，我将不胜感激。最好没有光泽。

library(dplyr)
library(leaflet)

data <- data.frame(Name = c("A", "A", "A", "B", "B", "C", "C", "C"),
                   Value1 = c(12,43,54,34,23,77,44,22),
                   Value2 = c(6,5,2,7,5,6,4,3),
                   Lat = c(51.1, 51.6, 57.3, 52.4, 56.3, 54.3, 60.4, 49.2),
                   Lon = c(5, -3, -2, -1, 4, 3, -5, 0))
data %>%
  leaflet() %>%
  addProviderTiles(providers$CartoDB.Positron) %>%
  addCircles(lat=~Lat, lng=~Lon, radius = ~Value1*1000, group=c(~Name, "Value1")) %>%
  addCircles(lat=~Lat, lng=~Lon, radius = ~Value2, group=c(~Name, "Value2")) %>%
  addLayersControl(
    baseGroups = c("Value1", "Value2"),
    overlayGroups = c("A", "B", "C"),
    options = layersControlOptions(collapsed = F)
  )

图片：输出不是我所期望的 https://i.stack.imgur.com/7PMfV.png

下面是这个问题的一个非常不优雅和老套的解决方案。它为每个圆圈分配一个图层 ID，并使用一些 JavaScript 来确定在给定输入复选框的情况下应显示哪个圆圈。

可以在此处找到工作演示：https://rpubs.com/Jumble/leaflet_layer_control https://rpubs.com/Jumble/leaflet_layer_control

如果有人有更优雅的解决方案，请分享。

library(dplyr)
library(leaflet)
library(htmlwidgets)

data <- data.frame(ID = c("1", "2","3","4","5","6","7","8"),
                   Name = c("A", "A", "A", "B", "B", "C", "C", "C"),
                   Value1 = c(12,43,54,34,23,77,44,22),
                   Value2 = c(6,5,2,7,5,6,4,3),
                   Lat = c(51.1, 51.6, 57.3, 52.4, 56.3, 54.3, 60.4, 49.2),
                   Lon = c(5, -3, -2, -1, 4, 3, -5, 0))
data %>%
  leaflet() %>%
  addProviderTiles(providers$CartoDB.Positron) %>%
  addCircles(lat=~Lat, lng=~Lon, radius = ~Value1*1000, group=~Name, label=~Name, popup=~as.character(Value1), layerId = ~paste(ID,"Value1", sep="")) %>%
  addCircles(lat=~Lat, lng=~Lon, radius = ~Value2, group=~Name, label=~Name, popup=~as.character(Value2), layerId = ~paste(ID,"Value2", sep="")) %>%
  addLayersControl(
    baseGroups = c("Value1", "Value2"),
    overlayGroups = c("A", "B", "C"),
    options = layersControlOptions(collapsed = F)
  ) %>%
  htmlwidgets::onRender("
    function(el, x) {
      var myMap = this;
      var baseLayer = 'Value1';
      myMap.eachLayer(function(layer){
        var id = layer.options.layerId;
        if (id){
          if ('Value1' !== id.substring(1,)){
            layer.getElement().style.display = 'none';
          }
        }
      })
      console.log(myMap.baselayer);
      myMap.on('baselayerchange',
        function (e) {
          baseLayer=e.name;
          myMap.eachLayer(function (layer) {
              var id = layer.options.layerId;
              if (id){
                if (e.name !== id.substring(1,)){
                  layer.getElement().style.display = 'none';
                  layer.closePopup();
                }
                if (e.name === id.substring(1,)){
                  layer.getElement().style.display = 'block';
                }
              }

          });
        })
        myMap.on('overlayadd', function(e){
          myMap.eachLayer(function(layer){
            var id = layer.options.layerId;
            if (id){
                if (baseLayer !== id.substring(1,)){
                  layer.getElement().style.display = 'none';
                }
            }    
          })
        })
    }")