Display clusters

View inMAUIWPFWinUIView on GitHubSample viewer app

Display a web map with a point feature layer that has feature reduction enabled to aggregate points into clusters.

DisplayClusters

Use case

Feature clustering can be used to dynamically aggregate groups of points that are within proximity of each other in order to represent each group with a single symbol. Such grouping allows you to see patterns in the data that are difficult to visualize when a layer contains hundreds or thousands of points that overlap and cover each other.

How to use the sample

Pan and zoom the map to view how clustering is dynamically updated. Toggle clustering off to view the original point features that make up the clustered elements. When clustering is on, you can click on a clustered geoelement to view aggregated information and summary statistics for that cluster. When clustering is toggled off and you click on the original feature you get access to information about individual power plant features.

How it works

  1. Create a map from a web map PortalItem.
  2. Get the cluster enabled layer from the map's operational layers.
  3. Get the FeatureReduction from the feature layer and set the IsEnabled bool to enable or disable clustering on the feature layer.
  4. When the user clicks on the map, call IdentifyFeatureLayerAsync(), passing in the layer, map click location, tolerance, and returnPopupsOnly as true.
  5. Set the Popup from the resulting IdentifyLayerResult to the PopupViewer.Popup.
  6. Make the PopupViewer visible.

Relevant API

  • AggregateGeoElement
  • FeatureLayer
  • FeatureReduction
  • GeoElement
  • IdentifyLayerResult

About the data

This sample uses a web map that displays the Esri Global Power Plants feature layer with feature reduction enabled. When enabled, the aggregate features symbology shows the color of the most common power plant type, and a size relative to the average plant capacity of the cluster.

Tags

aggregate, bin, cluster, group, merge, normalize, reduce, summarize

Sample Code

DisplayClusters.xaml.csDisplayClusters.xaml.csDisplayClusters.xaml
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// Copyright 2023 Esri.
//
// Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License.
// You may obtain a copy of the License at: http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific
// language governing permissions and limitations under the License.

using Esri.ArcGISRuntime.Data;
using Esri.ArcGISRuntime.Mapping;
using Esri.ArcGISRuntime.Portal;
using Esri.ArcGISRuntime.UI.Controls;
using System.Linq;
using System.Threading.Tasks;
using System.Windows;
using System.Windows.Controls;

namespace ArcGIS.WPF.Samples.DisplayClusters
{
    [ArcGIS.Samples.Shared.Attributes.Sample(
        name: "Display clusters",
        category: "Layers",
        description: "Display a web map with a point feature layer that has feature reduction enabled to aggregate points into clusters.",
        instructions: "Pan and zoom the map to view how clustering is dynamically updated. Toggle clustering off to view the original point features that make up the clustered elements. When clustering is on, you can click on a clustered geoelement to view aggregated information and summary statistics for that cluster. When clustering is toggled off and you click on the original feature you get access to information about individual power plant features.",
        tags: new[] { "aggregate", "bin", "cluster", "group", "merge", "normalize", "reduce", "summarize" })]
    [ArcGIS.Samples.Shared.Attributes.OfflineData()]
    public partial class DisplayClusters
    {
        private FeatureLayer _layer;

        public DisplayClusters()
        {
            InitializeComponent();
            _ = Initialize();
        }

        private async Task Initialize()
        {
            // Get the power plants web map from the default portal.
            var portal = await ArcGISPortal.CreateAsync();
            PortalItem portalItem = await PortalItem.CreateAsync(portal, "8916d50c44c746c1aafae001552bad23");

            // Create a new map from the web map.
            MyMapView.Map = new Map(portalItem);

            // Get the power plant feature layer once the map has finished loading.
            await MyMapView.Map.LoadAsync();
            _layer = (FeatureLayer)MyMapView.Map.OperationalLayers.First();
        }

        private async void MyMapView_GeoViewTapped(object sender, GeoViewInputEventArgs e)
        {
            // Identify the tapped observation.
            IdentifyLayerResult results = await MyMapView.IdentifyLayerAsync(_layer, e.Position, 3, true);

            // Return if no popups are found.
            if (results.Popups.Count == 0) return;

            // Set the popup and make it visible.
            PopupViewer.Popup = results.Popups.FirstOrDefault();
            PopupBackground.Visibility = Visibility.Visible;
        }

        // Enable clustering feature reduction if the checkbox has been checked, disable otherwise.
        private void CheckBox_CheckChanged(object sender, RoutedEventArgs e)
        {
            // This event is raised when sample is initially loaded when layer is null.
            if (_layer == null) return;

            _layer.FeatureReduction.IsEnabled = (bool)(sender as CheckBox).IsChecked;
        }

        // Hide and nullify the opened popup when user left clicks.
        private void PopupBackground_MouseLeftButtonDown(object sender, System.Windows.Input.MouseButtonEventArgs e)
        {
            PopupBackground.Visibility = Visibility.Collapsed;
            PopupViewer.Popup = null;
        }
    }
}

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