R Leaflet - 使用带有 colorNumeric() 调色板的日期或字符图例标签

Question

我有一个带有纬度/经度和时间戳的数据集。我希望标记的颜色以连续的调色板显示时间。我正在使用 colorNumeric() 和之前使用 julian(x, "2015-01-01") 创建的朱利安日期。

data = structure(list(timestamp = structure(c(1434056453, 1434148216, 1434153635, 1434245436, 1434358840, 
                                          1434364288, 1434369611, 1434461435, 1434466830, 1434558725), class = c("POSIXct", "POSIXt"), tzone = ""), 
                  lon = c(-119.8777, -119.9614, -119.8769, -119.8775, -120.2283, 
                          -120.2285, -119.8429, -120.0954, -120.3957, -120.4421), 
                  lat = c(34.4041,34.376, 34.4061, 34.4021, 34.4696, 
                          34.4697, 34.1909, 34.4328, 34.4554, 34.4456), 
                  ID = as.factor(c("Z11","Z05","Z01", "Z04", "Z11", "Z04","Z01","Z05","Z05","Z11"))), 
             .Names = c("timestamp", "lon", "lat", "ID"),
             row.names = c(1:10), 
             class = "data.frame")
data$julian = as.numeric(julian(data$timestamp, origin = "2015-01-01"))

pal = colorNumeric(  palette = rainbow(7), domain = data$julian) 

m = leaflet(data)
m %>% addTiles() %>% 
      addCircles(~lon, ~lat, color = ~pal(julian)) %>% 
      addLegend("bottomright", pal = pal, values = ~julian, title = "Time", opacity = 1)

图例将标签显示为数字，朱利安日期:我希望它们以“2015-01-01”或类似格式显示为“正确”日期。

为此，我使用

as.Date(x, origin=as.Date("2015-01-01"))

但当我将其插入 addLegend() 并使用

addLegend(pal = pal, values = ~julian, 
           labFormat = labelFormat(transform = ~as.Date(julian, origin=as.Date("2015-01-01"))))

时它不起作用
有没有办法修改图例标签，以便它们显示日期和/或字符？

Answer 1

从 leaflet page on legends :

You can also conveniently customize the label appearance by passing labFormat=labelFormat(). labelFormat() has parameters that customize the separator between ranges, the number of digits to render, and prefix/suffix for each label. If your label formatting needs extend beyond what labelFormat() can provide, you can also use a custom function as the labFormat argument; see the Details section in ?addLegend for a description.

因此，我们可以修改 labelFormat function 的源代码以包含一个自定义函数来转换日期

myLabelFormat = function(
  prefix = '', suffix = '', between = ' – ', digits = 3, big.mark = ',',
  transform = identity, dates = FALSE   ## new 'dates' argument
) {

  formatNum = function(x) {
    format(
      round(transform(x), digits), trim = TRUE, scientific = FALSE,
      big.mark = big.mark
    )
  }
  ## added 'formatDate' function
  formatDate = function(x) {
    d = as.Date(x, origin="1970-01-01")
  }

  function(type, ...) {
    switch(
      type,
      numeric = (function(cuts) {
        if(dates){   
          ## will format numbers into dates if dates == TRUE
          paste0(formatDate(cuts))
        }else{
          paste0(prefix, formatNum(cuts), suffix)
        }
      })(...),
      bin = (function(cuts) {
        n = length(cuts)
        paste0(prefix, formatNum(cuts[-n]), between, formatNum(cuts[-1]), suffix)
      })(...),
      quantile = (function(cuts, p) {
        n = length(cuts)
        p = paste0(round(p * 100), '%')
        cuts = paste0(formatNum(cuts[-n]), between, formatNum(cuts[-1]))
        # mouse over the legend labels to see the values (quantiles)
        paste0(
          '<span title="', cuts, '">', prefix, p[-n], between, p[-1], suffix,
          '</span>'
        )
      })(...),
      factor = (function(cuts) {
        paste0(prefix, as.character(transform(cuts)), suffix)
      })(...)
    )
  }
}

其中，正如@Nice 指出的那样可以缩短为

myLabelFormat = function(...,dates=FALSE){ 
  if(dates){ 
    function(type = "numeric", cuts){ 
      as.Date(cuts, origin="1970-01-01")
    } 
  }else{
    labelFormat(...)
  }
}

有了这个新函数，我们可以正常调用它

data = structure(list(timestamp = structure(c(1434056453, 1434148216, 1434153635, 1434245436, 1434358840, 
                                              1434364288, 1434369611, 1434461435, 1434466830, 1434558725), class = c("POSIXct", "POSIXt"), tzone = ""), 
                      lon = c(-119.8777, -119.9614, -119.8769, -119.8775, -120.2283, 
                              -120.2285, -119.8429, -120.0954, -120.3957, -120.4421), 
                      lat = c(34.4041,34.376, 34.4061, 34.4021, 34.4696, 
                              34.4697, 34.1909, 34.4328, 34.4554, 34.4456), 
                      ID = as.factor(c("Z11","Z05","Z01", "Z04", "Z11", "Z04","Z01","Z05","Z05","Z11"))), 
                 .Names = c("timestamp", "lon", "lat", "ID"),
                 row.names = c(1:10), 
                 class = "data.frame")

data$julian <- as.numeric(as.Date(data$timestamp))


library(leaflet)

pal = colorNumeric(  palette = rainbow(7), domain = data$julian) 

m = leaflet(data)
m %>% addTiles() %>% 
  addCircles(~lon, ~lat, color = ~pal(julian)) %>% 
  addLegend("bottomright", pal = pal, values = ~julian, 
             title = "Time", opacity = 1, 
             labFormat = myLabelFormat(dates=TRUE))