使用 Leaflet 在 Zeppelin 上绘制热图

Question

我想使用带有 R 的 Leaflet 将热图添加到 Zeppelin 段落。我在 R Studio 中编写了一个脚本，它工作正常，但是当我迁移到 Zeppelin 时，热图没有显示。这是我在 R Studio

中的代码

map3 <- Leaflet$new()
map3$setView(c(29.7632836,  -95.3632715), 10)

vector <- c( list(c(29.76,-95.36, 50)), list(c(29.77, -95.37, 50)), list(c(29.75,-95.39,50)))
#vector = toJSONArray2(na.omit(vector), json = F, names = F)
cat(rjson::toJSON(vector[1:3]))

map3$addAssets(jshead = c(
  "http://leaflet.github.io/Leaflet.heat/dist/leaflet-heat.js"
))

map3$addAssets(jshead = c("http://leaflet.github.io/Leaflet.heat/dist/leaflet-heat.js"))
map3$setTemplate(afterScript = sprintf("
    <script>
      var addressPoints = %s
      var heat = L.heatLayer(addressPoints).addTo(map)           
    </script>"
                                       ,rjson::toJSON(vector)))

map3

我在 Zeppelin 中的代码几乎完全相同。只有输入和输出方式改变：

library(SparkR)

sparkcontext <- sparkR.init("local[4]","cvspark",sparkEnvir=list(spark.executor.memory="1g"))

#sparkR.session()
positions <- sql("SELECT lat, long FROM my_table")
pos <- collect(positions)

map3 <- Leaflet$new()

map3$setView(c(39.93, 32.85))

vector <- c()
values1 <- pos[[1]]
values2 <- pos[[2]]
for (i in 1:length(values1))
  vector <- c(vector, list(c(values1[i], values2[i], 1000)))

cat(rjson::toJSON(vector[1:3]))

map3$addAssets(jshead = c("http://leaflet.github.io/Leaflet.heat/dist/leaflet-heat.js"))
map3$setTemplate(afterScript = sprintf("
    <script>
      var addressPoints = %s
      var heat = L.heatLayer(addressPoints).addTo(map)           
    </script>"
    ,rjson::toJSON(vector)))


map3$print("map3", include_assets=TRUE, cdn=TRUE)

以下代码显示输入是相同的：

cat(rjson::toJSON(vector[1:3]))

R Studio 输出：

[[29.76,-95.36,50],[29.77,-95.37,50],[29.75,-95.39,50]],

飞艇输出：

[[41.6406843380063,37.6892873258843,1000],[37.0194101218466,30.3908073266391,1000],[34.0236444385`445,40.5599139822316,1000]]

这里的问题是 map3$print("map3", include_assets=TRUE, cdn=TRUE) 在其输出中不包括热图层。据我所知，为了在 Zeppelin 上显示地图，必须调用此方法。问题是：我们如何让 print 方法包含 javascript 代码，从而在地图上启用热图图层。

我在 Zeppelin 中也收到以下错误。但我认为这与这个问题无关：

Error in sparkR.sparkContext(master, appName, sparkHome, convert`NamedListToEnv(sparkEnvir), : JVM is not ready after 10 seconds

Answer 1

此代码不会显示热图图层：

map3$print("map3", include_assets=TRUE, cdn=TRUE)

改为使用 %angular 解释器和变量绑定：

%angular
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.5/leaflet.css" />
<script src="scripts/leaflet-heat.js"></script>

<input type="hidden" value="{{coordinates}}" id="coordinates_values">
<div id="map" style="height: 800px; width: 100%"></div>
<script type="text/javascript">
function initMap() {
    var map = L.map('map').setView([39.95, 32.50], 10);

    L.tileLayer('http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
        attribution: 'Map data &copy; <a href="http://openstreetmap.org">OpenStreetMap</a> contributors',
        maxZoom: 12,
        minZoom: 3
    }).addTo(map);

    var geoMarkers = L.layerGroup().addTo(map);

    var el = angular.element($('#map').parent('.ng-scope'));

    console.log( $("#coordinates_values").val())
    var coordinates = $.parseJSON( $("#coordinates_values").val() );
    var heat = L.heatLayer( coordinates, {radius: 35}).addTo(map);

    angular.element(el).ready(function() {
        window.locationWatcher = el.scope().compiledScope.$watch('locations', function(newValue, oldValue) {
            // geoMarkers.clearLayers(); -- if you want to only show new data clear the layer first
            angular.forEach(newValue, function(tweet) {
                var marker = L.marker([ tweet.loc.lat, tweet.loc.lon ])
                  .bindPopup(tweet.user + ": " + tweet.tweet)
                  .addTo(geoMarkers);
            });
        })
    });
}

if (window.locationWatcher) {
    // clear existing watcher otherwise we'll have duplicates
    window.locationWatcher();
}

// ensure we only load the script once, seems to cause issues otherwise
if (window.L) {
    $("#coordinates_values").ready(function(){
        initMap();
    });
} else {
    console.log('Loading Leaflet library');
    var sc = document.createElement('script');
    sc.type = 'text/javascript';
    sc.src = 'https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.5/leaflet.js';
    sc.onload = initMap;
    sc.onerror = function(err) { alert(err); }
    document.getElementsByTagName('head')[0].appendChild(sc);
}
</script>

使用 Leaflet 在 Zeppelin 上绘制热图

Heatmap on Zeppelin using Leaflet

r

leaflet

apache-zeppelin

sparkr