I was trying to solve one interview question, but for that I have to travel the binary tree level by level. I have designed BinaryNode with having below variable
A breadth first search is usually implemented with a queue, a depth first search using a stack.
Queue<Node> q = new Queue<Node>();
q.Enqueue(root);
while(q.Count > 0)
{
Node current = q.Dequeue();
if(current == null)
continue;
q.Enqueue(current.Left);
q.Enqueue(current.Right);
DoSomething(current);
}
As an alternative to checking for null
after dequeuing you can check before adding to the Queue. I didn't compile the code, so it might contain some small mistakes.
A fancier (but slower) version that integrates well with LINQ:
public static IEnumerable<T> BreadthFirstTopDownTraversal<T>(T root, Func<T, IEnumerable<T>> children)
{
var q = new Queue<T>();
q.Enqueue(root);
while (q.Count > 0)
{
T current = q.Dequeue();
yield return current;
foreach (var child in children(current))
q.Enqueue(child);
}
}
Which can be used together with a Children
property on Node
:
IEnumerable<Node> Children { get { return new []{ Left, Right }.Where(x => x != null); } }
...
foreach(var node in BreadthFirstTopDownTraversal(root, node => node.Children))
{
...
}
var queue = new Queue<BinaryNode>();
queue.Enqueue(rootNode);
while(queue.Any())
{
var currentNode = queue.Dequeue();
if(currentNode.data == searchedData)
{
break;
}
if(currentNode.Left != null)
queue.Enqueue(currentNode.Left);
if(currentNode.Right != null)
queue.Enqueue(currentNode.Right);
}
using DFS approach: The tree traversal is O(n)
public class NodeLevel
{
public TreeNode Node { get; set;}
public int Level { get; set;}
}
public class NodeLevelList
{
private Dictionary<int,List<TreeNode>> finalLists = new Dictionary<int,List<TreeNode>>();
public void AddToDictionary(NodeLevel ndlvl)
{
if(finalLists.ContainsKey(ndlvl.Level))
{
finalLists[ndlvl.Level].Add(ndlvl.Node);
}
else
{
finalLists.Add(ndlvl.Level,new List<TreeNode>(){ndlvl.Node});
}
}
public Dictionary<int,List<TreeNode>> GetFinalList()
{
return finalLists;
}
}
The method that does traversal:
public static void DFSLevel(TreeNode root, int level, NodeLevelList nodeLevelList)
{
if(root == null)
return;
nodeLevelList.AddToDictionary(new NodeLevel{Node = root, Level = level});
level++;
DFSLevel(root.Left,level,nodeLevelList);
DFSLevel(root.Right,level,nodeLevelList);
}