/// <summary>
/// Find the KD-tree node whose key is identical to the specified key.
/// This uses the algorithm translated from 352.srch.c of Connet and Baeza-Yates.
/// </summary>
/// <param name="key">The key identifying the node to search for</param>
/// <returns>An object that is the node with a matching key, or null if no key was found.</returns>
/// <exception cref="KeySizeException"> if key.length mismatches the dimension of the tree (K)</exception>
public object Search(double[] key)
{
if (key.Length != _k)
{
throw new KeySizeException();
}
KdNode kd = KdNode.Search(new HPoint(key), _root, _k);
return(kd == null ? null : kd.V);
}
/// <summary>
/// Deletes a node from the KD-tree. Instead of actually deleting the node and
/// rebuilding the tree, it marks the node as deleted. Hence, it is up to the
/// caller to rebuild the tree as needed for efficiency.
/// </summary>
/// <param name="key">The key to use to identify the node to delete</param>
/// <exception cref="KeySizeException"> if key.length mismatches the dimension of the tree (K)</exception>
/// <exception cref="KeyMissingException"> if the key was not found in the tree</exception>
public void Delete(double[] key)
{
if (key.Length != _k)
{
throw new KeySizeException();
}
KdNode t = KdNode.Search(new HPoint(key), _root, _k);
if (t == null)
{
throw new KeyMissingException();
}
t.IsDeleted = true;
_count--;
}