Sort a Linked List of 0s and 1s

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Given the head of a Linked List of size N, consisting of binary integers 0s and 1s, the task is to sort the given linked list.

Examples:

Input: head = 1 -> 0 -> 1 -> 0 -> 1 -> 0 -> NULL
Output: 0 -> 0 -> 0 -> 1 -> 1 -> 1 -> NULL

Input: head = 1 -> 1 -> 0 -> NULL
Output: 0 -> 1 -> 1 -> NULL

Naive Approach: The simplest approach to solve the given problem is to perform the merge sort or insertion sort on the given linked list and sort it. The Implementation of Sorting the Linked list using Merge sort and Sorting the linked list using Insertion sort is discussed already.

Time complexity: O(N * log N)
Auxiliary Space: O(N)

Better Approach: The simplest approach to solve the given problem can be to traverse the given linked list and store the values in the linked list in an array and then sort the array by using the sort function on array. Then traverse the linked list again and change the values of nodes by the values of array. In this way even the linked lists with values other than 0s and 1s can be sorted. Since the problem states that the linked list initially contain only 0s and 1s, so we can further optimize this approach.

Below is the implementation of the above approach:

C++

#include <bits/stdc++.h>
using namespace std;
 
// Creating Link List Node
class Node {
public:
    int data;
    Node* next;
};
 
// Function to print linked list
void printList(Node* node)
{
    // Iterate until node is NOT NULL
    while (node != NULL) {
 
        // Print the data
        cout << node->data << " ";
        node = node->next; // going to next node
    }
}
 
// Function to sort the linked list
// consisting of 0s and 1s
void sortList(Node* head)
{
    // Base Case
    if ((head == NULL) || (head->next == NULL)) {
        return;
    }
 
    vector<int> nums;
 
    Node* temp = head;
 
    while (temp != NULL) {
 
        // storing value of node into vector
        nums.push_back(temp->data);
        // Update the temp node
        temp = temp->next;
    }
 
    // sorting the nums array
    sort(nums.begin(), nums.end());
 
    // Update the temp to head
    temp = head;
    int i = 0;
 
    // traversing the linked list
    while (i < nums.size()) {
        // updating value to nums[i]
        temp->data = nums[i];
        // point temp to next node and increment i
        temp = temp->next;
        i++;
    }
}
 
// Function to push a node
void push(Node** head_ref, int new_data)
{
    // Allocate node
    Node* new_node = new Node();
 
    // Put in the data
    new_node->data = new_data;
 
    // Link the old list of the
    // new node
    new_node->next = (*head_ref);
 
    // Move the head to point to
    // the new node
    (*head_ref) = new_node;
}
 
// Driver Code
int main(void)
{
    Node* head = NULL;
    // pushing values
    push(&head, 0);
    push(&head, 1);
    push(&head, 0);
    push(&head, 1);
    push(&head, 1);
    push(&head, 1);
    push(&head, 1);
    push(&head, 1);
    push(&head, 0);
 
    // printing linked list before and after sorting
    cout << "Linked List (before sorting) : ";
    printList(head);
    sortList(head);
    cout << "\nLinked List (after sorting)  : ";
    printList(head);
    return 0;
}

Java

// Java program for the above approach
import java.io.*;
import java.util.*;
 
class Node {
  int data;
  Node next;
}
 
class GFG {
 
  // Function to print linked list
  static void printList(Node node)
  {
    while (node != null) {
      System.out.print(node.data + " ");
      node = node.next;
    }
  }
 
  // Function to sort the linked list
  // consisting of 0s and 1s
  static void sortList(Node head)
  {
    // Base Case
    if (head == null || head.next == null) {
      return;
    }
 
    List<Integer> nums = new ArrayList<>();
    Node temp = head;
 
    while (temp != null) {
      // storing value of node into list
      nums.add(temp.data);
      temp = temp.next;
    }
 
    // sorting the nums array
    Collections.sort(nums);
 
    temp = head;
    int i = 0;
 
    // traversing the linked list
    while (i < nums.size()) {
      temp.data = nums.get(i);
      temp = temp.next;
      i++;
    }
  }
 
  // Function to push a node
  static Node push(Node head, int new_data)
  {
    Node new_node = new Node();
    new_node.data = new_data;
    new_node.next = head;
    return new_node;
  }
 
  public static void main(String[] args)
  {
    Node head = null;
    // pushing values
    head = push(head, 0);
    head = push(head, 1);
    head = push(head, 0);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 0);
 
    // printing linked list before and after sorting
    System.out.print("Linked List (before sorting) : ");
    printList(head);
    sortList(head);
    System.out.print(
      "\nLinked List (after sorting) : ");
    printList(head);
  }
}
 
// This code is contributed by lokesh.

Python3

class Node:
    def __init__(self, data=None):
        """
        Initialize the node with data and next pointer as None
        """
        self.data = data
        self.next = None
         
def printList(node):
    """
    Function to print the linked list starting from the provided node
    """
    # Iterate until node is NOT NULL
    while node:
        # Print the data
        print(node.data, end=' ')
        # Go to the next node
        node = node.next
 
def sortList(head):
    """
    Function to sort the linked list consisting of 0s and 1s
    """
    # Base case
    if not head or not head.next:
        return
 
    nums = []
    temp = head
 
    # Storing value of node into vector
    while temp:
        nums.append(temp.data)
        # Update the temp node
        temp = temp.next
 
    # sorting the nums array
    nums.sort()
 
    temp = head
    i = 0
 
    # traversing the linked list
    while i < len(nums):
        # updating value to nums[i]
        temp.data = nums[i]
        # point temp to next node and increment i
        temp = temp.next
        i += 1
 
def push(head, new_data):
    """
    Add a new node with provided data to the front of the linked list
    """
    new_node = Node(new_data)
    # Link the old list of the new node
    new_node.next = head
    return new_node
 
# Driver code
if __name__ == '__main__':
    # pushing values
    head = None
    head = push(head, 0)
    head = push(head, 1)
    head = push(head, 0)
    head = push(head, 1)
    head = push(head, 1)
    head = push(head, 1)
    head = push(head, 1)
    head = push(head, 1)
    head = push(head, 0)
    # printing linked list before and after sorting
    print("Linked List (before sorting) : ", end=' ')
    printList(head)
    sortList(head)
    print("\nLinked List (after sorting)  : ", end=' ')
    printList(head)

C#

// C# program for the above approach
 
using System;
using System.Collections.Generic;
 
public class GFG {
 
    // Structure of a node
    class Node {
        public int data;
        public Node next;
    }
 
    // Function to print linked list
    static void PrintList(Node node)
    {
        while (node != null) {
            Console.Write(node.data + " ");
            node = node.next;
        }
    }
 
    // Function to sort the linked list
    // consisting of 0s and 1s
    static void SortList(ref Node head)
    {
        // Base Case
        if (head == null) {
            return;
        }
 
        List<int> nums = new List<int>();
        Node temp = head;
 
        while (temp != null) {
            // storing value of node into list
            nums.Add(temp.data);
            temp = temp.next;
        }
 
        // sorting the nums array
        nums.Sort();
 
        temp = head;
        int i = 0;
 
        // traversing the linked list
        while (i < nums.Count) {
            temp.data = nums[i];
            temp = temp.next;
            i++;
        }
    }
 
    // Function to push a node
    static Node Push(Node head, int new_data)
    {
        Node new_node = new Node();
        new_node.data = new_data;
        new_node.next = head;
        return new_node;
    }
 
    static public void Main()
    {
 
        // Code
        Node head = null;
        // pushing values
        head = Push(head, 0);
        head = Push(head, 1);
        head = Push(head, 0);
        head = Push(head, 1);
        head = Push(head, 1);
        head = Push(head, 1);
        head = Push(head, 1);
        head = Push(head, 1);
        head = Push(head, 0);
 
        // printing linked list before and after sorting
        Console.Write("Linked List (before sorting) : ");
        PrintList(head);
        SortList(ref head);
        Console.Write("\nLinked List (after sorting) : ");
        PrintList(head);
    }
}
 
// This code is contributed by lokeshmvs21.

Javascript

<script>
 
    // JavaScript program for the above approach
 
    class Node {
        constructor(data) {
            this.data = data;
            this.next = null;
        }
    }
 
    // Function to print linked list
    function printList(node) {
        let curr = node;
        let str = "";
        while (curr !== null) {
            str += curr.data + " ";
            curr = curr.next;
        }
        document.write(str);
    }
 
    // Function to sort the linked list consisting of 0s and 1s
    function sortList(head) {
        // Base Case
        if (!head || !head.next) {
              return;
        }
         
        let nums = [];
        let curr = head;
         
        while (curr !== null) {
            // storing value of node into list
            nums.push(curr.data);
            curr = curr.next;
        }
         
        // sorting the nums array
        nums.sort(function(a, b) {
            return a - b;
        });
        curr = head;
        let i = 0;
         
        // traversing the linked list
        while (i < nums.length) {
            curr.data = nums[i];
            curr = curr.next;
            i++;
        }
    }
 
    // Function to push a node
    function push(head, newData) {
        let newNode = new Node();
        newNode.data = newData
        newNode.next = head;
        return newNode;
    }
 
    let head = null;
    // pushing values
    head = push(head, 0);
    head = push(head, 1);
    head = push(head, 0);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 0);
 
    // printing the linked list before and after sorting
    document.write("Linked List (before sorting) : ");
    printList(head);
    sortList(head);
    document.write("<br>Linked List (after sorting) : ");
    printList(head);
     
       // This code is contributed by lokeshmvs21.
 
</script>

Output

Linked List (before sorting) : 0 1 1 1 1 1 0 1 0 
Linked List (after sorting)  : 0 0 0 1 1 1 1 1 1

Time complexity: O(N * log N)
Auxiliary Space: O(N)

Efficient Approach: The above approach can also be optimized by counting the number of 1s and 0s in the given linked list and update the value of nodes accordingly in the linked list. Follow the steps to solve the problem:

Traverse the given linked list and store the count of 0s and 1s in variables, say zeroes and ones respectively.
Now, traverse the linked list again and change the first zeroes nodes with value 0 and then the remaining nodes with the value 1.
After completing the above steps, print the linked list as the resultant sorted list.

Below is the implementation of the above approach:

C++

// C++ program for the above approach
 
#include <bits/stdc++.h>
using namespace std;
 
// Link list node
class Node {
public:
    int data;
    Node* next;
};
 
// Function to print linked list
void printList(Node* node)
{
    // Iterate until node is NOT NULL
    while (node != NULL) {
 
        // Print the data
        cout << node->data << " ";
        node = node->next;
    }
}
 
// Function to sort the linked list
// consisting of 0s and 1s
void sortList(Node* head)
{
    // Base Case
    if ((head == NULL) || (head->next == NULL)) {
        return;
    }
 
    // Store the count of 0s and 1s
    int count0 = 0, count1 = 0;
 
    // Stores the head node
    Node* temp = head;
 
    // Traverse the list Head
    while (temp != NULL) {
 
        // If node->data value is 0
        if (temp->data == 0) {
 
            // Increment count0 by 1
            count0++;
        }
 
        // Otherwise, increment the
        // count of 1s
        else {
            count1++;
        }
 
        // Update the temp node
        temp = temp->next;
    }
 
    // Update the temp to head
    temp = head;
 
    // Traverse the list and update
    // the first count0 nodes as 0
    while (count0--) {
        temp->data = 0;
        temp = temp->next;
    }
 
    // Now, update the value of the
    // remaining count1 nodes as 1
    while (count1--) {
        temp->data = 1;
        temp = temp->next;
    }
}
 
// Function to push a node
void push(Node** head_ref, int new_data)
{
    // Allocate node
    Node* new_node = new Node();
 
    // Put in the data
    new_node->data = new_data;
 
    // Link the old list of the
    // new node
    new_node->next = (*head_ref);
 
    // Move the head to point to
    // the new node
    (*head_ref) = new_node;
}
 
// Driver Code
int main(void)
{
    Node* head = NULL;
    push(&head, 0);
    push(&head, 1);
    push(&head, 0);
    push(&head, 1);
    push(&head, 1);
    push(&head, 1);
    push(&head, 1);
    push(&head, 1);
    push(&head, 0);
    cout << "Linked List (before sorting) : ";
    printList(head);
    sortList(head);
    cout << "\nLinked List (after sorting)  : ";
    printList(head);
 
    return 0;
}

Java

// Java program for the above approach
import java.util.*;
class GFG{
 
  // Link list node
  static class Node {
 
    int data;
    Node next;
  };
 
  // Function to print linked list
  static void printList(Node node)
  {
 
    // Iterate until node is NOT null
    while (node != null) {
 
      // Print the data
      System.out.print(node.data+ " ");
      node = node.next;
    }
  }
 
  // Function to sort the linked list
  // consisting of 0s and 1s
  static void sortList(Node head)
  {
    // Base Case
    if ((head == null)
        || (head.next == null)) {
      return;
    }
 
    // Store the count of 0s and 1s
    int count0 = 0, count1 = 0;
 
    // Stores the head node
    Node temp = head;
 
    // Traverse the list Head
    while (temp != null) {
 
      // If node.data value is 0
      if (temp.data == 0) {
 
        // Increment count0 by 1
        count0++;
      }
 
      // Otherwise, increment the
      // count of 1s
      else {
        count1++;
      }
 
      // Update the temp node
      temp = temp.next;
    }
 
    // Update the temp to head
    temp = head;
 
    // Traverse the list and update
    // the first count0 nodes as 0
    while (count0>0) {
      temp.data = 0;
      temp = temp.next;
      count0--;
    }
 
    // Now, update the value of the
    // remaining count1 nodes as 1
    while (count1>0) {
      temp.data = 1;
      temp = temp.next;
      count1--;
    }
 
    // Print the Linked List
    printList(head);
  }
 
  // Function to push a node
  static Node push(Node head_ref, int new_data)
  {
    // Allocate node
    Node new_node = new Node();
 
    // Put in the data
    new_node.data = new_data;
 
    // Link the old list of the
    // new node
    new_node.next = head_ref;
 
    // Move the head to point to
    // the new node
    head_ref = new_node;
    return head_ref;
  }
 
  // Driver Code
  public static void main(String[] args)
  {
    Node head = null;
    head = push(head, 0);
    head = push(head, 1);
    head = push(head, 0);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 0);
    sortList(head);
 
  }
}
 
// This code is contributed by umadevi9616

Python3

# Python program for the above approach
 
# Link list Node
class Node: 
    def __init__(self):
        self.data = 0; 
        self.next = None;
 
# Function to print linked list
def printList(Node):
 
    # Iterate until Node is NOT None
    while (Node != None):
 
        # Print data
        print(Node.data, end=" ");
        Node = Node.next;
     
# Function to sort the linked list
# consisting of 0s and 1s
def sortList(head):
    # Base Case
    if ((head == None) or (head.next == None)):
        return;
     
    # Store the count of 0s and 1s
    count0 = 0; count1 = 0;
 
    # Stores the head Node
    temp = head;
 
    # Traverse the list Head
    while (temp != None):
 
        # If Node.data value is 0
        if (temp.data == 0):
 
            # Increment count0 by 1
            count0 += 1;
         
        # Otherwise, increment the
        # count of 1s
        else:
            count1 += 1;
         
        # Update the temp Node
        temp = temp.next;
     
    # Update the temp to head
    temp = head;
 
    # Traverse the list and update
    # the first count0 Nodes as 0
    while (count0 > 0):
        temp.data = 0;
        temp = temp.next;
        count0 -= 1;
     
    # Now, update the value of the
    # remaining count1 Nodes as 1
    while (count1 > 0):
        temp.data = 1;
        temp = temp.next;
        count1 -= 1;
     
    # Print the Linked List
    printList(head);
 
# Function to push a Node
def push(head_ref, new_data):
   
    # Allocate Node
    new_Node = Node();
 
    # Put in the data
    new_Node.data = new_data;
 
    # Link the old list of the
    # new Node
    new_Node.next = head_ref;
 
    # Move the head to point to
    # the new Node
    head_ref = new_Node;
    return head_ref;
 
# Driver Code
if __name__ == '__main__':
    head = None;
    head = push(head, 0);
    head = push(head, 1);
    head = push(head, 0);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 1);
    head = push(head, 0);
    sortList(head);
 
# This code is contributed by umadevi9616 

C#

// C# program for the above approach
using System;
 
public class GFG {
 
    // Link list node
public    class Node {
 
    public    int data;
    public    Node next;
    };
 
    // Function to print linked list
    static void printList(Node node) {
 
        // Iterate until node is NOT null
        while (node != null) {
 
            // Print the data
            Console.Write(node.data + " ");
            node = node.next;
        }
    }
 
    // Function to sort the linked list
    // consisting of 0s and 1s
    static void sortList(Node head) {
        // Base Case
        if ((head == null) || (head.next == null)) {
            return;
        }
 
        // Store the count of 0s and 1s
        int count0 = 0, count1 = 0;
 
        // Stores the head node
        Node temp = head;
 
        // Traverse the list Head
        while (temp != null) {
 
            // If node.data value is 0
            if (temp.data == 0) {
 
                // Increment count0 by 1
                count0++;
            }
 
            // Otherwise, increment the
            // count of 1s
            else {
                count1++;
            }
 
            // Update the temp node
            temp = temp.next;
        }
 
        // Update the temp to head
        temp = head;
 
        // Traverse the list and update
        // the first count0 nodes as 0
        while (count0 > 0) {
            temp.data = 0;
            temp = temp.next;
            count0--;
        }
 
        // Now, update the value of the
        // remaining count1 nodes as 1
        while (count1 > 0) {
            temp.data = 1;
            temp = temp.next;
            count1--;
        }
 
        // Print the Linked List
        printList(head);
    }
 
    // Function to push a node
    static Node push(Node head_ref, int new_data) {
        // Allocate node
        Node new_node = new Node();
 
        // Put in the data
        new_node.data = new_data;
 
        // Link the old list of the
        // new node
        new_node.next = head_ref;
 
        // Move the head to point to
        // the new node
        head_ref = new_node;
        return head_ref;
    }
 
    // Driver Code
    public static void Main(String[] args) {
        Node head = null;
        head = push(head, 0);
        head = push(head, 1);
        head = push(head, 0);
        head = push(head, 1);
        head = push(head, 1);
        head = push(head, 1);
        head = push(head, 1);
        head = push(head, 1);
        head = push(head, 0);
        sortList(head);
 
    }
}
 
// This code is contributed by umadevi9616

Javascript

<script>
// javascript program for the above approach
 
    // Link list node
class Node {
    constructor() {
        this.data = 0;
        this.next = null;
    }
}
 
    // Function to print linked list
    function printList(node) {
 
        // Iterate until node is NOT null
        while (node != null) {
 
            // Print the data
            document.write(node.data + " ");
            node = node.next;
        }
    }
 
    // Function to sort the linked list
    // consisting of 0s and 1s
    function sortList(head)
    {
     
        // Base Case
        if ((head == null) || (head.next == null)) {
            return;
        }
 
        // Store the count of 0s and 1s
        var count0 = 0, count1 = 0;
 
        // Stores the head node
        var temp = head;
 
        // Traverse the list Head
        while (temp != null) {
 
            // If node.data value is 0
            if (temp.data == 0) {
 
                // Increment count0 by 1
                count0++;
            }
 
            // Otherwise, increment the
            // count of 1s
            else {
                count1++;
            }
 
            // Update the temp node
            temp = temp.next;
        }
 
        // Update the temp to head
        temp = head;
 
        // Traverse the list and update
        // the first count0 nodes as 0
        while (count0 > 0) {
            temp.data = 0;
            temp = temp.next;
            count0--;
        }
 
        // Now, update the value of the
        // remaining count1 nodes as 1
        while (count1 > 0) {
            temp.data = 1;
            temp = temp.next;
            count1--;
        }
 
        // Print the Linked List
        printList(head);
    }
 
    // Function to push a node
    function push(head_ref , new_data)
    {
     
        // Allocate node
        var new_node = new Node();
 
        // Put in the data
        new_node.data = new_data;
 
        // Link the old list of the
        // new node
        new_node.next = head_ref;
 
        // Move the head to point to
        // the new node
        head_ref = new_node;
        return head_ref;
    }
 
    // Driver Code    
        var head = null;
        head = push(head, 0);
        head = push(head, 1);
        head = push(head, 0);
        head = push(head, 1);
        head = push(head, 1);
        head = push(head, 1);
        head = push(head, 1);
        head = push(head, 1);
        head = push(head, 0);
        sortList(head);
         
// This code is contributed by umadevi9616
</script>

Output:

0 0 0 1 1 1 1 1 1

Time Complexity: O(N)
Auxiliary Space: O(1)

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