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How to set the reduce options with Mapbox's clusters?

I'm POC-ing clusters with Mabpox-gl-js v0.45.

I would like to customize my cluster's properties (actual default values are point_count and point_count_abbreviated). Each of my points (one for each city) have a surface property (an integer) which I want to sum when points are clustered.

I see in mapbox's sources a reference to a reduce function to calculate custom properties:

SuperCluster.prototype = {
    options: {
        minZoom: 0,   // min zoom to generate clusters on
        // .....
        log: false,   // whether to log timing info

        // a reduce function for calculating custom cluster properties
        reduce: null, // function (accumulated, props) { accumulated.sum += props.sum; }

        // initial properties of a cluster (before running the reducer)
        initial: function () { return {}; }, // function () { return {sum: 0}; },

        // properties to use for individual points when running the reducer
        map: function (props) { return props; } // function (props) { return {sum: props.my_value}; },
    },

But I don't see any mention about it on the documentation. How can I set these options?

Mapbox seems not to publish these interface (see cluster's documentation) and no mention are done on provided exemple:

map.addSource("earthquakes", {
    type: "geojson",
    // Point to GeoJSON data. This example visualizes all M1.0+ earthquakes
    // from 12/22/15 to 1/21/16 as logged by USGS' Earthquake hazards program.
    data: "/mapbox-gl-js/assets/earthquakes.geojson",
    cluster: true,
    clusterMaxZoom: 14, // Max zoom to cluster points on
    clusterRadius: 50 // Radius of each cluster when clustering points (defaults to 50)
});
like image 791
Fractaliste Avatar asked May 23 '18 08:05

Fractaliste


1 Answers

Someone gave me a workaround : do not use the embedded supecluster, but create your own and use it as a source :

var myCluster = supercluster({
    radius: 40,
    maxZoom: 16,
    reduce: function(p) { /* I can use reduce/map/... functions! */ }
});

// My clustered source is created without Mapbox's clusters since I managed my clusters outside Mapbox library.
map.addSource("earthquakes", {
    type: "geojson",
    data : {
      "type" : "FeatureCollection",
      "features" : []
    }
});

function loadRemoteGeoJson() {
    var features
    // Do what you want, when you want to retrieve remote features...
    // ...
    // In the end set features into your supercluster
    myCluster.load(features)
    pushClusterIntoMapbox(map)
}

// Function to call when you load remote data AND when you zoom in or out !
function pushClusterIntoMapbox(map) {
  // I maybe should be bounded here...
  var clusters = myCluster.getClusters([ -180.0000, -90.0000, 180.0000, 90.0000 ], Math
      .floor(map.getZoom()))

  // My colleague advice me to use http://turfjs.org as helper but I think it's quite optionnal
  var features = turf.featureCollection(clusters)
  map.getSource("earthquakes").setData(features)
}
like image 108
Fractaliste Avatar answered Nov 06 '22 20:11

Fractaliste