private void Traversal(BinaryTreeNodeWithSize <T> origin, Stack <T> stack)
        {
            if (RandIndex == RandTarget)
            {
                return;                          //reached the random target, stop searching
            }
            if (origin.Left != null)
            {
                Traversal(origin.Left, stack);
            }

            if (RandIndex == RandTarget)
            {
                return;
            }
            stack.Push(origin.Data);
            RandIndex++;

            if (RandIndex == RandTarget)
            {
                return;
            }
            if (origin.Right != null)
            {
                Traversal(origin.Right, stack);
            }
        }
        private void Insert(T data, BinaryTreeNodeWithSize <T> origin)
        {
            int comparisonResult = data.CompareTo(origin.Data);

            if (comparisonResult == 0)
            {
                throw new InvalidOperationException("No duplicate data allowed in BST.");
            }

            if (comparisonResult < 0)
            {
                if (origin.Left == null)
                {
                    origin.Left = new BinaryTreeNodeWithSize <T>(data);
                }
                else
                {
                    Insert(data, origin.Left);
                }
            }
            else
            {
                if (origin.Right == null)
                {
                    origin.Right = new BinaryTreeNodeWithSize <T>(data);
                }
                else
                {
                    Insert(data, origin.Right);
                }
            }

            origin.UpdateSize();
        }
        //Gets a random number by comparing sub-tree sizes to determine the probability
        //of choosing that node. Worst case takes time equal to the depth of the longest path.
        public T GetRandom2()
        {
            int rIndex = r.Next(1, Count + 1);
            BinaryTreeNodeWithSize <T> n = root;

            while (n != null)
            {
                if (n.Size == rIndex)
                {
                    return(n.Data);
                }

                if (n.Left != null && rIndex <= n.Left.Size)
                {
                    n = n.Left;
                }
                else
                {
                    //Left side was not chosen, update our rIndex because we are no longer considering it
                    rIndex -= n.Left?.Size ?? 0;
                    n       = n.Right;
                }
            }

            throw new InvalidOperationException("Tree empty!");
        }
 T Minimum(BinaryTreeNodeWithSize <T> origin)
 {
     while (origin.Left != null)
     {
         origin = origin.Left;
     }
     return(origin.Data);
 }
        public T TraverseToIndex(int index)
        {
            BinaryTreeNodeWithSize <T> n = root;
            var stack = new Stack <T>();

            RandTarget = index;
            RandIndex  = -1;

            Traversal(root, stack);

            return(stack.Pop());
        }
        private BinaryTreeNodeWithSize <T> Remove(T data, BinaryTreeNodeWithSize <T> origin)
        {
            if (origin == null || data == null)
            {
                return(null);
            }
            int comparisonResult = data.CompareTo(origin.Data);

            if (comparisonResult < 0)
            {
                if (origin.Left == null)
                {
                    throw new InvalidOperationException($"Couldn't find {data} to remove!");
                }
                origin.Left = Remove(data, origin.Left);
                origin.UpdateSize();
                return(origin);
            }

            if (comparisonResult > 0)
            {
                if (origin.Right == null)
                {
                    throw new InvalidOperationException($"Couldn't find {data} to remove!");
                }
                origin.Right = Remove(data, origin.Right);
                origin.UpdateSize();
                return(origin);
            }
            //Match found
            //If we have two children, replace my data with rights min, then remove starting from right
            if (origin.Left != null && origin.Right != null)
            {
                var minimum = Minimum(origin.Right);

                origin.Data  = minimum;
                origin.Right = Remove(minimum, origin.Right);
                origin.UpdateSize();
                return(origin);
            }

            if (origin.Left == null)
            {
                return(origin.Right);
            }
            else
            {
                return(origin.Left);
            }
        }
 public RandomElement <T> Insert(T data)
 {
     if (data == null)
     {
         return(null);
     }
     if (root == null)
     {
         root = new BinaryTreeNodeWithSize <T>(data);
     }
     else
     {
         Insert(data, root);
     }
     Count++;
     return(this);
 }
        public bool Find(T data)
        {
            BinaryTreeNodeWithSize <T> curr = root;

            while (curr != null)
            {
                int comparisonResult = data.CompareTo(curr.Data);

                if (comparisonResult < 0)
                {
                    curr = curr.Left;
                }
                else if (comparisonResult > 0)
                {
                    curr = curr.Right;
                }
                else if (comparisonResult == 0)
                {
                    return(true);
                }
            }

            return(false);
        }