Level order traversal in spiral form
Write a function to print spiral order traversal of a tree. For below tree, function should print 1, 2, 3, 4, 5, 6, 7.
Method 1 (Recursive)
This problem can be seen as an extension of the level order traversal post.
To print the nodes in spiral order, nodes at different levels should be printed in alternating order. An additional Boolean variable ltr is used to change printing order of levels. If ltr is 1 then printGivenLevel() prints nodes from left to right else from right to left. Value of ltr is flipped in each iteration to change the order.
Function to print level order traversal of tree
printSpiral(tree) bool ltr = 0; for d = 1 to height(tree) printGivenLevel(tree, d, ltr); ltr ~= ltr /*flip ltr*/
Function to print all nodes at a given level
printGivenLevel(tree, level, ltr) if tree is NULL then return; if level is 1, then print(tree->data); else if level greater than 1, then if(ltr) printGivenLevel(tree->left, level-1, ltr); printGivenLevel(tree->right, level-1, ltr); else printGivenLevel(tree->right, level-1, ltr); printGivenLevel(tree->left, level-1, ltr);
Following is the implementation of above algorithm.
C++
// C++ program for recursive level // order traversal in spiral form #include<bits/stdc++.h> using namespace std; // A binary tree node has data, // pointer to left child and a // pointer to right child struct node { int data; struct node* left; struct node* right; }; // Function prototypes void printGivenLevel( struct node* root, int level, int ltr); int height( struct node* node); struct node* newNode( int data); // Function to print spiral traversal of a tree void printSpiral( struct node* root) { int h = height(root); int i; // ltr -> Left to Right. If this variable // is set,then the given level is traversed // from left to right. bool ltr = false ; for (i = 1; i <= h; i++) { printGivenLevel(root, i, ltr); // Revert ltr to traverse next // level in opposite order ltr = !ltr; } } // Print nodes at a given level void printGivenLevel( struct node* root, int level, int ltr) { if (root == NULL) return ; if (level == 1) cout << root->data << " " ; else if (level > 1) { if (ltr) { printGivenLevel(root->left, level - 1, ltr); printGivenLevel(root->right, level - 1, ltr); } else { printGivenLevel(root->right, level - 1, ltr); printGivenLevel(root->left, level - 1, ltr); } } } // Compute the "height" of a tree -- the number of // nodes along the longest path from the root node // down to the farthest leaf node. int height( struct node* node) { if (node == NULL) return 0; else { // Compute the height of each subtree int lheight = height(node->left); int rheight = height(node->right); // Use the larger one if (lheight > rheight) return (lheight + 1); else return (rheight + 1); } } // Helper function that allocates a new // node with the given data and NULL left // and right pointers. struct node* newNode( int data) { node* newnode = new node(); newnode->data = data; newnode->left = NULL; newnode->right = NULL; return (newnode); } // Driver code int main() { struct node* root = newNode(1); root->left = newNode(2); root->right = newNode(3); root->left->left = newNode(7); root->left->right = newNode(6); root->right->left = newNode(5); root->right->right = newNode(4); printf ( "Spiral Order traversal of " "binary tree is \n" ); printSpiral(root); return 0; } // This code is contributed by samrat2825 |
C
// C program for recursive level order traversal in spiral form #include <stdbool.h> #include <stdio.h> #include <stdlib.h> /* A binary tree node has data, pointer to left child and a pointer to right child */ struct node { int data; struct node* left; struct node* right; }; /* Function prototypes */ void printGivenLevel( struct node* root, int level, int ltr); int height( struct node* node); struct node* newNode( int data); /* Function to print spiral traversal of a tree*/ void printSpiral( struct node* root) { int h = height(root); int i; /*ltr -> Left to Right. If this variable is set, then the given level is traversed from left to right. */ bool ltr = false ; for (i = 1; i <= h; i++) { printGivenLevel(root, i, ltr); /*Revert ltr to traverse next level in opposite order*/ ltr = !ltr; } } /* Print nodes at a given level */ void printGivenLevel( struct node* root, int level, int ltr) { if (root == NULL) return ; if (level == 1) printf ( "%d " , root->data); else if (level > 1) { if (ltr) { printGivenLevel(root->left, level - 1, ltr); printGivenLevel(root->right, level - 1, ltr); } else { printGivenLevel(root->right, level - 1, ltr); printGivenLevel(root->left, level - 1, ltr); } } } /* Compute the "height" of a tree -- the number of nodes along the longest path from the root node down to the farthest leaf node.*/ int height( struct node* node) { if (node == NULL) return 0; else { /* compute the height of each subtree */ int lheight = height(node->left); int rheight = height(node->right); /* use the larger one */ if (lheight > rheight) return (lheight + 1); else return (rheight + 1); } } /* Helper function that allocates a new node with the given data and NULL left and right pointers. */ struct node* newNode( int data) { struct node* node = ( struct node*) malloc ( sizeof ( struct node)); node->data = data; node->left = NULL; node->right = NULL; return (node); } /* Driver program to test above functions*/ int main() { struct node* root = newNode(1); root->left = newNode(2); root->right = newNode(3); root->left->left = newNode(7); root->left->right = newNode(6); root->right->left = newNode(5); root->right->right = newNode(4); printf ( "Spiral Order traversal of binary tree is \n" ); printSpiral(root); return 0; } |
Java
// Java program for recursive level order traversal in spiral form /* A binary tree node has data, pointer to left child and a pointer to right child */ class Node { int data; Node left, right; public Node( int d) { data = d; left = right = null ; } } class BinaryTree { Node root; // Function to print the spiral traversal of tree void printSpiral(Node node) { int h = height(node); int i; /* ltr -> left to right. If this variable is set then the given label is traversed from left to right */ boolean ltr = false ; for (i = 1 ; i <= h; i++) { printGivenLevel(node, i, ltr); /*Revert ltr to traverse next level in opposite order*/ ltr = !ltr; } } /* Compute the "height" of a tree -- the number of nodes along the longest path from the root node down to the farthest leaf node.*/ int height(Node node) { if (node == null ) return 0 ; else { /* compute the height of each subtree */ int lheight = height(node.left); int rheight = height(node.right); /* use the larger one */ if (lheight > rheight) return (lheight + 1 ); else return (rheight + 1 ); } } /* Print nodes at a given level */ void printGivenLevel(Node node, int level, boolean ltr) { if (node == null ) return ; if (level == 1 ) System.out.print(node.data + " " ); else if (level > 1 ) { if (ltr != false ) { printGivenLevel(node.left, level - 1 , ltr); printGivenLevel(node.right, level - 1 , ltr); } else { printGivenLevel(node.right, level - 1 , ltr); printGivenLevel(node.left, level - 1 , ltr); } } } /* Driver program to test the above functions */ public static void main(String[] args) { BinaryTree tree = new BinaryTree(); tree.root = new Node( 1 ); tree.root.left = new Node( 2 ); tree.root.right = new Node( 3 ); tree.root.left.left = new Node( 7 ); tree.root.left.right = new Node( 6 ); tree.root.right.left = new Node( 5 ); tree.root.right.right = new Node( 4 ); System.out.println( "Spiral order traversal of Binary Tree is " ); tree.printSpiral(tree.root); } } // This code has been contributed by Mayank Jaiswal(mayank_24) |
Python3
# Python3 program for recursive level order # traversal in spiral form class newNode: # Construct to create a newNode def __init__( self , key): self .data = key self .left = None self .right = None """ Function to print spiral traversal of a tree""" def printSpiral(root): h = height(root) """ltr Left to Right. If this variable is set, then the given level is traversed from left to right. """ ltr = False for i in range ( 1 , h + 1 ): printGivenLevel(root, i, ltr) """Revert ltr to traverse next level in opposite order""" ltr = not ltr """ Print nodes at a given level """ def printGivenLevel(root, level, ltr): if (root = = None ): return if (level = = 1 ): print (root.data, end = " " ) elif (level > 1 ): if (ltr): printGivenLevel(root.left, level - 1 , ltr) printGivenLevel(root.right, level - 1 , ltr) else : printGivenLevel(root.right, level - 1 , ltr) printGivenLevel(root.left, level - 1 , ltr) """ Compute the "height" of a tree -- the number of nodes along the longest path from the root node down to the farthest leaf node.""" def height(node): if (node = = None ): return 0 else : """ compute the height of each subtree """ lheight = height(node.left) rheight = height(node.right) """ use the larger one """ if (lheight > rheight): return (lheight + 1 ) else : return (rheight + 1 ) # Driver Code if __name__ = = '__main__' : root = newNode( 1 ) root.left = newNode( 2 ) root.right = newNode( 3 ) root.left.left = newNode( 7 ) root.left.right = newNode( 6 ) root.right.left = newNode( 5 ) root.right.right = newNode( 4 ) print ( "Spiral Order traversal of binary tree is" ) printSpiral(root) # This code is contributed # by SHUBHAMSINGH10 |
C#
// C# program for recursive level // order traversal in spiral form using System; /* A binary tree node has data, pointer to left child and a pointer to right child */ public class Node { public int data; public Node left, right; public Node( int d) { data = d; left = right = null ; } } class GFG { public Node root; // Function to print the spiral // traversal of tree public virtual void printSpiral(Node node) { int h = height(node); int i; /* ltr -> left to right. If this variable is set then the given label is traversed from left to right */ bool ltr = false ; for (i = 1; i <= h; i++) { printGivenLevel(node, i, ltr); /*Revert ltr to traverse next level in opposite order*/ ltr = !ltr; } } /* Compute the "height" of a tree -- the number of nodes along the longest path from the root node down to the farthest leaf node.*/ public virtual int height(Node node) { if (node == null ) { return 0; } else { /* compute the height of each subtree */ int lheight = height(node.left); int rheight = height(node.right); /* use the larger one */ if (lheight > rheight) { return (lheight + 1); } else { return (rheight + 1); } } } /* Print nodes at a given level */ public virtual void printGivenLevel(Node node, int level, bool ltr) { if (node == null ) { return ; } if (level == 1) { Console.Write(node.data + " " ); } else if (level > 1) { if (ltr != false ) { printGivenLevel(node.left, level - 1, ltr); printGivenLevel(node.right, level - 1, ltr); } else { printGivenLevel(node.right, level - 1, ltr); printGivenLevel(node.left, level - 1, ltr); } } } // Driver Code public static void Main( string [] args) { GFG tree = new GFG(); tree.root = new Node(1); tree.root.left = new Node(2); tree.root.right = new Node(3); tree.root.left.left = new Node(7); tree.root.left.right = new Node(6); tree.root.right.left = new Node(5); tree.root.right.right = new Node(4); Console.WriteLine( "Spiral order traversal " + "of Binary Tree is " ); tree.printSpiral(tree.root); } } // This code is contributed by Shrikant13 |
Javascript
<script> // JavaScript program for recursive // level order traversal in spiral form class Node { constructor(d) { this .left = null ; this .right = null ; this .data = d; } } let root; // Function to print the spiral traversal of tree function printSpiral(node) { let h = height(node); let i; /* ltr -> left to right. If this variable is set then the given label is traversed from left to right */ let ltr = false ; for (i = 1; i <= h; i++) { printGivenLevel(node, i, ltr); /*Revert ltr to traverse next level in opposite order*/ ltr = !ltr; } } /* Compute the "height" of a tree -- the number of nodes along the longest path from the root node down to the farthest leaf node.*/ function height(node) { if (node == null ) return 0; else { /* compute the height of each subtree */ let lheight = height(node.left); let rheight = height(node.right); /* use the larger one */ if (lheight > rheight) return (lheight + 1); else return (rheight + 1); } } /* Print nodes at a given level */ function printGivenLevel(node, level, ltr) { if (node == null ) return ; if (level == 1) document.write(node.data + " " ); else if (level > 1) { if (ltr != false ) { printGivenLevel(node.left, level - 1, ltr); printGivenLevel(node.right, level - 1, ltr); } else { printGivenLevel(node.right, level - 1, ltr); printGivenLevel(node.left, level - 1, ltr); } } } root = new Node(1); root.left = new Node(2); root.right = new Node(3); root.left.left = new Node(7); root.left.right = new Node(6); root.right.left = new Node(5); root.right.right = new Node(4); document.write( "Spiral order traversal of Binary Tree is " + "</br>" ); printSpiral(root); </script> |
Spiral Order traversal of binary tree is 1 2 3 4 5 6 7
Time Complexity: O(n2). Worst case occurs in case of skewed trees.
Auxiliary Space: O(n) for call stack since using recursion
Method 2 (Iterative)
We can print spiral order traversal in O(n) time and O(n) extra space. The idea is to use two stacks. We can use one stack for printing from left to right and other stack for printing from right to left. In every iteration, we have nodes of one level in one of the stacks. We print the nodes, and push nodes of next level in other stack.
C++
// C++ implementation of a O(n) time method for spiral order traversal #include <iostream> #include <stack> using namespace std; // Binary Tree node struct node { int data; struct node *left, *right; }; void printSpiral( struct node* root) { if (root == NULL) return ; // NULL check // Create two stacks to store alternate levels stack< struct node*> s1; // For levels to be printed from right to left stack< struct node*> s2; // For levels to be printed from left to right // Push first level to first stack 's1' s1.push(root); // Keep printing while any of the stacks has some nodes while (!s1.empty() || !s2.empty()) { // Print nodes of current level from s1 and push nodes of // next level to s2 while (!s1.empty()) { struct node* temp = s1.top(); s1.pop(); cout << temp->data << " " ; // Note that is right is pushed before left if (temp->right) s2.push(temp->right); if (temp->left) s2.push(temp->left); } // Print nodes of current level from s2 and push nodes of // next level to s1 while (!s2.empty()) { struct node* temp = s2.top(); s2.pop(); cout << temp->data << " " ; // Note that is left is pushed before right if (temp->left) s1.push(temp->left); if (temp->right) s1.push(temp->right); } } } // A utility function to create a new node struct node* newNode( int data) { struct node* node = new struct node; node->data = data; node->left = NULL; node->right = NULL; return (node); } int main() { struct node* root = newNode(1); root->left = newNode(2); root->right = newNode(3); root->left->left = newNode(7); root->left->right = newNode(6); root->right->left = newNode(5); root->right->right = newNode(4); cout << "Spiral Order traversal of binary tree is \n" ; printSpiral(root); return 0; } |
Java
// Java implementation of an O(n) approach of level order // traversal in spiral form import java.util.*; // A Binary Tree node class Node { int data; Node left, right; public Node( int item) { data = item; left = right = null ; } } class BinaryTree { static Node root; void printSpiral(Node node) { if (node == null ) return ; // NULL check // Create two stacks to store alternate levels // For levels to be printed from right to left Stack<Node> s1 = new Stack<Node>(); // For levels to be printed from left to right Stack<Node> s2 = new Stack<Node>(); // Push first level to first stack 's1' s1.push(node); // Keep printing while any of the stacks has some nodes while (!s1.empty() || !s2.empty()) { // Print nodes of current level from s1 and push nodes of // next level to s2 while (!s1.empty()) { Node temp = s1.peek(); s1.pop(); System.out.print(temp.data + " " ); // Note that is right is pushed before left if (temp.right != null ) s2.push(temp.right); if (temp.left != null ) s2.push(temp.left); } // Print nodes of current level from s2 and push nodes of // next level to s1 while (!s2.empty()) { Node temp = s2.peek(); s2.pop(); System.out.print(temp.data + " " ); // Note that is left is pushed before right if (temp.left != null ) s1.push(temp.left); if (temp.right != null ) s1.push(temp.right); } } } public static void main(String[] args) { BinaryTree tree = new BinaryTree(); tree.root = new Node( 1 ); tree.root.left = new Node( 2 ); tree.root.right = new Node( 3 ); tree.root.left.left = new Node( 7 ); tree.root.left.right = new Node( 6 ); tree.root.right.left = new Node( 5 ); tree.root.right.right = new Node( 4 ); System.out.println( "Spiral Order traversal of Binary Tree is " ); tree.printSpiral(root); } } // This code has been contributed by Mayank Jaiswal(mayank_24) |
Python3
# Python3 implementation of a O(n) time # method for spiral order traversal # A class to create a new node class newNode: def __init__( self , data): self .data = data self .left = None self .right = None def printSpiral(root): if (root = = None ): return # None check # Create two stacks to store # alternate levels s1 = [] # For levels to be printed # from right to left s2 = [] # For levels to be printed # from left to right # append first level to first stack 's1' s1.append(root) # Keep printing while any of the # stacks has some nodes while not len (s1) = = 0 or not len (s2) = = 0 : # Print nodes of current level from s1 # and append nodes of next level to s2 while not len (s1) = = 0 : temp = s1[ - 1 ] s1.pop() print (temp.data, end = " " ) # Note that is right is appended # before left if (temp.right): s2.append(temp.right) if (temp.left): s2.append(temp.left) # Print nodes of current level from s2 # and append nodes of next level to s1 while ( not len (s2) = = 0 ): temp = s2[ - 1 ] s2.pop() print (temp.data, end = " " ) # Note that is left is appended # before right if (temp.left): s1.append(temp.left) if (temp.right): s1.append(temp.right) # Driver Code if __name__ = = '__main__' : root = newNode( 1 ) root.left = newNode( 2 ) root.right = newNode( 3 ) root.left.left = newNode( 7 ) root.left.right = newNode( 6 ) root.right.left = newNode( 5 ) root.right.right = newNode( 4 ) print ( "Spiral Order traversal of" , "binary tree is " ) printSpiral(root) # This code is contributed by PranchalK |
C#
// C# implementation of an O(n) approach of // level order traversal in spiral form using System; using System.Collections.Generic; // A Binary Tree node public class Node { public int data; public Node left, right; public Node( int item) { data = item; left = right = null ; } } public class BinaryTree { public static Node root; public virtual void printSpiral(Node node) { if (node == null ) { return ; // NULL check } // Create two stacks to store alternate levels Stack<Node> s1 = new Stack<Node>(); // For levels to be printed // from right to left Stack<Node> s2 = new Stack<Node>(); // For levels to be printed // from left to right // Push first level to first stack 's1' s1.Push(node); // Keep printing while any of the // stacks has some nodes while (s1.Count > 0 || s2.Count > 0) { // Print nodes of current level from // s1 and push nodes of next level to s2 while (s1.Count > 0) { Node temp = s1.Peek(); s1.Pop(); Console.Write(temp.data + " " ); // Note that is right is pushed before left if (temp.right != null ) { s2.Push(temp.right); } if (temp.left != null ) { s2.Push(temp.left); } } // Print nodes of current level from s2 // and push nodes of next level to s1 while (s2.Count > 0) { Node temp = s2.Peek(); s2.Pop(); Console.Write(temp.data + " " ); // Note that is left is pushed before right if (temp.left != null ) { s1.Push(temp.left); } if (temp.right != null ) { s1.Push(temp.right); } } } } // Driver Code public static void Main( string [] args) { BinaryTree tree = new BinaryTree(); BinaryTree.root = new Node(1); BinaryTree.root.left = new Node(2); BinaryTree.root.right = new Node(3); BinaryTree.root.left.left = new Node(7); BinaryTree.root.left.right = new Node(6); BinaryTree.root.right.left = new Node(5); BinaryTree.root.right.right = new Node(4); Console.WriteLine( "Spiral Order traversal of Binary Tree is " ); tree.printSpiral(root); } } // This code is contributed by Shrikant13 |
Javascript
<script> // Javascript implementation of an O(n) approach of // level order traversal in spiral form // A Binary Tree node class Node { constructor(item) { this .left = null ; this .right = null ; this .data = item; } } let root; function printSpiral(node) { if (node == null ) { return ; // NULL check } // Create two stacks to store alternate levels let s1 = []; // For levels to be printed // from right to left let s2 = []; // For levels to be printed // from left to right // Push first level to first stack 's1' s1.push(node); // Keep printing while any of the // stacks has some nodes while (s1.length > 0 || s2.length > 0) { // Print nodes of current level from // s1 and push nodes of next level to s2 while (s1.length > 0) { let temp = s1[s1.length - 1]; s1.pop(); document.write(temp.data + " " ); // Note that is right is pushed before left if (temp.right != null ) { s2.push(temp.right); } if (temp.left != null ) { s2.push(temp.left); } } // Print nodes of current level from s2 // and push nodes of next level to s1 while (s2.length > 0) { let temp = s2[s2.length - 1]; s2.pop(); document.write(temp.data + " " ); // Note that is left is pushed before right if (temp.left != null ) { s1.push(temp.left); } if (temp.right != null ) { s1.push(temp.right); } } } } root = new Node(1); root.left = new Node(2); root.right = new Node(3); root.left.left = new Node(7); root.left.right = new Node(6); root.right.left = new Node(5); root.right.right = new Node(4); document.write( "Spiral Order traversal of Binary Tree is " + "</br>" ); printSpiral(root); // Thiscode is contributed by decode2207. </script> |
Spiral Order traversal of binary tree is 1 2 3 4 5 6 7
Time Complexity: O(n)
Auxiliary Space: O(n)
Method 3(Iterative, using Doubly Ended Queue)
The idea is to use a deque. While travelling left to right we can poll and print the elements from the front and insert their children(left child first followed by the right child) at the back. While travelling right to left we can poll and print the elements from the back and insert their children(right child first followed by the left child) at the front of the deque.
Java
/*package whatever //do not write package name here */ import java.io.*; import java.util.ArrayDeque; import java.util.Deque; class GFG { //Defining Node class static class Node { int key; Node left; Node right; public Node( int key) { this .key = key; } } //Class to construct the tree static class MyTree { public MyTree(){}; public Node root; } //Function that prints the tree in spiral fashion public static void spiralPrint(Node root){ //Declare a deque Deque<Node> dq = new ArrayDeque<>(); //Insert the root of the tree into the deque dq.offer(root); //Create a variable that will switch in each iteration boolean reverse = true ; //Start iteration while (!dq.isEmpty()){ //Save the size of the deque here itself, as in further steps the size //of deque will frequently change int n = dq.size(); //If we are printing left to right if (!reverse){ //Iterate from left to right for ( int i = 0 ; i < n; i++){ //Insert the child from the back of the deque //Left child first if (dq.peekFirst().left != null ) dq.offerLast(dq.peekFirst().left); if (dq.peekFirst().right != null ) dq.offerLast(dq.peekFirst().right); //Print the current processed element System.out.print(dq.pollFirst().key + " " ); } //Switch reverse for next traversal reverse = !reverse; } else { //If we are printing right to left //Iterate the deque in reverse order and insert the children //from the front while (n-- > 0 ){ //Insert the child in the front of the deque //Right child first if (dq.peekLast().right != null ) dq.offerFirst(dq.peekLast().right); if (dq.peekLast().left != null ) dq.offerFirst(dq.peekLast().left); //Print the current processed element System.out.print(dq.pollLast().key + " " ); } //Switch reverse for next traversal reverse = !reverse; } } } public static void main (String[] args) { MyTree mt = new MyTree(); mt.root = new Node( 1 ); mt.root.left = new Node( 2 ); mt.root.right = new Node( 3 ); mt.root.left.left = new Node( 7 ); mt.root.left.right = new Node( 6 ); mt.root.right.left = new Node( 5 ); mt.root.right.right = new Node( 4 ); System.out.println( "Spiral Order Traversal Of The Tree Is :" ); spiralPrint(mt.root); } } //This code has been contributed by Abhishek Kumar Sah(kumarabhisheksah98) |
Spiral Order Traversal Of The Tree Is : 1 2 3 4 5 6 7
Time Complexity: O(N)
Auxiliary Space: O(N)
Please write comments if you find any bug in the above program/algorithm; or if you want to share more information about spiral traversal.