private void CreateValidItemsAsClusters(IEnumerable items)
{
foreach (var item in items)
{
BasicGeoposition itemCoord = ConvertObjToGPS(item);
if (!GeospatialHelperStatic.IsValidGPS(itemCoord))
{
continue;
}
string id = String.Format("C{0}", this.validItemsToCluster.Count);
List <Object> singleItem = new List <Object>()
{
item
};
this.validItemsToCluster.Add(new Cluster()
{
ClusterId = id,
Objects = singleItem,
Count = 1,
Location = itemCoord
});
List <Object> otherSingleItem = new List <Object>()
{
item
};
this.keyToItems.Add(id, otherSingleItem);
}
}
public ClusterGenerator(IGpsValueConverter converter, int NumZoomLevels)
{
this.cachedConvertedObjects = new Dictionary <Object, BasicGeoposition>();
this.keyToItems = new Dictionary <string, IList <Object> >();
this.zoomLevelToClusters = new List <ClusterList>();
this.validItemsToCluster = new ClusterList();
this.gpsConverter = converter;
this.numZoomLevels = NumZoomLevels;
// This is a 100 pixels for the minimum hitbox length
this.MinHitBoxSizeInMiles = GeospatialHelperStatic.ConvertPixelsToMiles(100, NumZoomLevels);
this.LeastClustersZoomLevel = 1;
this.MostClustersZoomLevel = 1;
}
public void AddItemToClusters(Object item)
{
if (!GeospatialHelperStatic.IsValidGPS(ConvertObjToGPS(item)))
{
return;
}
for (int i = 1; i <= this.numZoomLevels; i++)
{
// List of Clusters for this zoom level
ClusterList clusters = this.zoomLevelToClusters[i - 1];
bool addedToCluster = false;
BasicGeoposition itemCoord = ConvertObjToGPS(item);
for (int j = 0; j < clusters.Count; j++)
{
if (IsWithinBoundary(itemCoord, clusters[j].Location, i))
{
clusters[j].Count += 1;
clusters[j].Objects.Add(item);
string id = String.Format("ZL{0}_C{1}", i, j);
this.keyToItems[id].Add(item);
addedToCluster = true;
break;
}
}
if (addedToCluster == false)
{
string id = String.Format("ZL{0}_C{1}", i, clusters.Count);
List <Object> singleItem = new List <Object>()
{
item
};
clusters.Add(new Cluster()
{
ClusterId = id,
Objects = singleItem,
Count = 1,
Location = itemCoord
});
this.keyToItems.Add(id, singleItem);
}
this.zoomLevelToClusters[i - 1] = clusters;
}
}
public ClusterGenerator(IGpsValueConverter converter, int NumZoomLevels, double lengthValue, BoxLengthType hitBoxType)
{
this.cachedConvertedObjects = new Dictionary <Object, BasicGeoposition>();
this.keyToItems = new Dictionary <string, IList <Object> >();
this.zoomLevelToClusters = new List <ClusterList>();
this.validItemsToCluster = new ClusterList();
this.gpsConverter = converter;
this.numZoomLevels = NumZoomLevels;
if (hitBoxType == BoxLengthType.Distance)
{
this.MinHitBoxSizeInMiles = lengthValue;
}
else if (hitBoxType == BoxLengthType.Pixels)
{
this.MinHitBoxSizeInMiles = GeospatialHelperStatic.ConvertPixelsToMiles(lengthValue, NumZoomLevels);
}
this.LeastClustersZoomLevel = 1;
this.MostClustersZoomLevel = 1;
}
// Removes item from the clusters, also will need to delete clusters if they are empty
public void RemoveItemFromClusters(Object item)
{
if (!GeospatialHelperStatic.IsValidGPS(ConvertObjToGPS(item)))
{
return;
}
for (int i = 1; i <= this.numZoomLevels; i++)
{
// List of Clusters for this zoom level
ClusterList clusters = this.zoomLevelToClusters[i - 1];
for (int j = 0; j < clusters.Count; j++)
{
for (int k = 0; k < clusters[j].Objects.Count; k++)
{
if (item == clusters[j].Objects[k])
{
// Remove the entire cluster if there is only one element
if (clusters[j].Objects.Count == 1)
{
clusters.RemoveAt(j);
}
// Remove just that object from the list
else
{
clusters[j].Objects.RemoveAt(k);
}
// only one object removed per zoom level and since we can't do multi-loop breaks
// have this assignment to break out of the 2nd loops
j = clusters.Count;
break;
}
}
}
}
}
// Perf? Do it by pictures first and then by zoom level?
// The assumption is that the d
public void GenerateClusteringData(IEnumerable items)
{
this.cachedConvertedObjects.Clear();
this.keyToItems.Clear();
this.zoomLevelToClusters.Clear();
this.LeastClustersZoomLevel = 1;
this.MostClustersZoomLevel = 1;
CreateValidItemsAsClusters(items);
// 1 is space view
// 20 is ground view
for (int i = 1; i <= this.numZoomLevels; i++)
{
// List of Clusters for this zoom level
ClusterList clusters = new ClusterList();
foreach (var item in items)
{
BasicGeoposition itemCoord = ConvertObjToGPS(item);
if (!GeospatialHelperStatic.IsValidGPS(itemCoord))
{
continue;
}
bool addedToCluster = false;
for (int j = 0; j < clusters.Count; j++)
{
if (IsWithinBoundary(itemCoord, clusters[j].Location, i))
{
clusters[j].Count += 1;
clusters[j].Objects.Add(item);
string id = String.Format("ZL{0}_C{1}", i, j);
this.keyToItems[id].Add(item);
addedToCluster = true;
break;
}
}
if (addedToCluster == false)
{
string id = String.Format("ZL{0}_C{1}", i, clusters.Count);
List <Object> singleItem = new List <Object>()
{
item
};
clusters.Add(new Cluster()
{
ClusterId = id,
Objects = singleItem,
Count = 1,
Location = itemCoord
});
List <Object> otherSingleItem = new List <Object>()
{
item
};
this.keyToItems.Add(id, otherSingleItem);
}
}
if (this.zoomLevelToClusters.Count > 1)
{
int minClusters = this.zoomLevelToClusters[this.LeastClustersZoomLevel - 1].Count;
int maxClusters = this.zoomLevelToClusters[this.MostClustersZoomLevel - 1].Count;
// eg: 1 1 1 3 5 5 7 7 7, this will do the 1s. See definition for what these two are
if (clusters.Count <= minClusters)
{
this.LeastClustersZoomLevel = i;
}
if (clusters.Count > maxClusters)
{
this.MostClustersZoomLevel = i;
}
}
this.zoomLevelToClusters.Add(clusters);
}
RecalculateCenters();
}
