Insertion in Unrolled Linked List

An unrolled linked list is a linked list of small arrays, all of the same size where each is so small that the insertion or deletion is fast and quick, but large enough to fill the cache line. An iterator pointing into the list consists of both a pointer to a node and an index into that node containing an array. It is also a data structure and is another variant of Linked List. It is related to B-Tree. It can store an array of elements at a node unlike a normal linked list which stores single element at a node. It is combination of arrays and linked list fusion-ed into one. It increases cache performance and decreases the memory overhead associated with storing reference for metadata. Other major advantages and disadvantages are already mentioned in the previous article.

Prerequisite : Introduction to Unrolled Linked List

Below is the insertion and display operation of Unrolled Linked List.

Input : 72 76 80 94 90 70
        capacity = 3
Output : Unrolled Linked List : 
72 76 
80 94 
90 70 
Explanation : The working is well shown in the
algorithm below. The nodes get broken at the 
mentioned capacity i.e., 3 here, when 3rd element 
is entered, the flow moves to another newly created 
node. Every node contains an array of size 
(int)[(capacity / 2) + 1]. Here it is 2. 


Input : 49 47 62 51 77 17 71 71 35 76 36 54
        capacity = 5
Output :
Unrolled Linked List : 
49 47 62 
51 77 17 
71 71 35 
76 36 54 
Explanation : The working is well shown in the
algorithm below. The nodes get broken at the
mentioned capacity i.e., 5 here, when 5th element
is entered, the flow moves to another newly 
created node. Every node contains an array of 
size (int)[(capacity / 2) + 1]. Here it is 3.

Algorithm :

Insert (ElementToBeInserted)
    if start_pos == NULL
        Insert the first element into the first node
        start_pos.numElement ++
        end_pos = start_pos
    If end_pos.numElements + 1 <  node_size
        end_pos.numElements.push(newElement)
        end_pos.numElements ++
    else
        create a new Node new_node
        move final half of end_pos.data into new_node.data
        new_node.data.push(newElement)
        end_pos.numElements = end_pos.data.size / 2 + 1
        end_pos.next = new_node
        end_pos = new_node

Following is the Java implementation of the insertion and display operation. In the below code, the capacity is 5 and random numbers are input.

Java

/* Java program to show the insertion operation 
* of Unrolled Linked List */
import java.util.Scanner; 
import java.util.Random; 
  
// class for each node 
class UnrollNode { 
    UnrollNode next; 
    int num_elements; 
    int array[]; 
  
    // Constructor 
    public UnrollNode(int n) 
    { 
        next = null; 
        num_elements = 0; 
        array = new int[n]; 
    } 
} 
  
// Operation of Unrolled Function 
class UnrollLinkList { 
  
    private UnrollNode start_pos; 
    private UnrollNode end_pos; 
  
    int size_node; 
    int nNode; 
  
    // Parameterized Constructor 
    UnrollLinkList(int capacity) 
    { 
        start_pos = null; 
        end_pos = null; 
        nNode = 0; 
        size_node = capacity + 1; 
    } 
  
    // Insertion operation 
    void Insert(int num) 
    { 
        nNode++; 
  
        // Check if the list starts from NULL 
        if (start_pos == null) { 
            start_pos = new UnrollNode(size_node); 
            start_pos.array[0] = num; 
            start_pos.num_elements++; 
            end_pos = start_pos; 
            return; 
        } 
  
        // Attaching the elements into nodes 
        if (end_pos.num_elements + 1 < size_node) { 
            end_pos.array[end_pos.num_elements] = num; 
            end_pos.num_elements++; 
        } 
  
        // Creation of new Node 
        else { 
            UnrollNode node_pointer = new UnrollNode(size_node); 
            int j = 0; 
            for (int i = end_pos.num_elements / 2 + 1; 
                 i < end_pos.num_elements; i++) 
                node_pointer.array[j++] = end_pos.array[i]; 
  
            node_pointer.array[j++] = num; 
            node_pointer.num_elements = j; 
            end_pos.num_elements = end_pos.num_elements / 2 + 1; 
            end_pos.next = node_pointer; 
            end_pos = node_pointer; 
        } 
    } 
  
    // Display the Linked List 
    void display() 
    { 
        System.out.print("\nUnrolled Linked List = "); 
        System.out.println(); 
        UnrollNode pointer = start_pos; 
        while (pointer != null) { 
            for (int i = 0; i < pointer.num_elements; i++) 
                System.out.print(pointer.array[i] + " "); 
            System.out.println(); 
            pointer = pointer.next; 
        } 
        System.out.println(); 
    } 
} 
  
/* Main Class */
class UnrolledLinkedList_Check { 
  
    // Driver code 
    public static void main(String args[]) 
    { 
        Scanner sc = new Scanner(System.in); 
  
        // create instance of Random class 
        Random rand = new Random(); 
  
        UnrollLinkList ull = new UnrollLinkList(5); 
  
        // Perform Insertion Operation 
        for (int i = 0; i < 12; i++) { 
  
            // Generate random integers in range 0 to 99 
            int rand_int1 = rand.nextInt(100); 
            System.out.println("Entered Element is " + rand_int1); 
            ull.Insert(rand_int1); 
            ull.display(); 
        } 
    } 
} 

C#

/* C# program to show the insertion operation 
* of Unrolled Linked List */
using System; 
  
// class for each node 
public class UnrollNode { 
    public UnrollNode next; 
    public int num_elements; 
    public int[] array; 
  
    // Constructor 
    public UnrollNode(int n) 
    { 
        next = null; 
        num_elements = 0; 
        array = new int[n]; 
    } 
} 
  
// Operation of Unrolled Function 
public class UnrollLinkList { 
  
    private UnrollNode start_pos; 
    private UnrollNode end_pos; 
  
    int size_node; 
    int nNode; 
  
    // Parameterized Constructor 
    public UnrollLinkList(int capacity) 
    { 
        start_pos = null; 
        end_pos = null; 
        nNode = 0; 
        size_node = capacity + 1; 
    } 
  
    // Insertion operation 
    public void Insert(int num) 
    { 
        nNode++; 
  
        // Check if the list starts from NULL 
        if (start_pos == null) { 
            start_pos = new UnrollNode(size_node); 
            start_pos.array[0] = num; 
            start_pos.num_elements++; 
            end_pos = start_pos; 
            return; 
        } 
  
        // Attaching the elements into nodes 
        if (end_pos.num_elements + 1 < size_node) { 
            end_pos.array[end_pos.num_elements] = num; 
            end_pos.num_elements++; 
        } 
  
        // Creation of new Node 
        else { 
            UnrollNode node_pointer = new UnrollNode(size_node); 
            int j = 0; 
            for (int i = end_pos.num_elements / 2 + 1; 
                 i < end_pos.num_elements; i++) 
                node_pointer.array[j++] = end_pos.array[i]; 
  
            node_pointer.array[j++] = num; 
            node_pointer.num_elements = j; 
            end_pos.num_elements = end_pos.num_elements / 2 + 1; 
            end_pos.next = node_pointer; 
            end_pos = node_pointer; 
        } 
    } 
  
    // Display the Linked List 
    public void display() 
    { 
        Console.Write("\nUnrolled Linked List = "); 
        Console.WriteLine(); 
        UnrollNode pointer = start_pos; 
        while (pointer != null) { 
            for (int i = 0; i < pointer.num_elements; i++) 
                Console.Write(pointer.array[i] + " "); 
            Console.WriteLine(); 
            pointer = pointer.next; 
        } 
        Console.WriteLine(); 
    } 
} 
  
/* Main Class */
public class UnrolledLinkedList_Check { 
  
    // Driver code 
    public static void Main(String[] args) 
    { 
        // create instance of Random class 
        Random rand = new Random(); 
  
        UnrollLinkList ull = new UnrollLinkList(5); 
  
        // Perform Insertion Operation 
        for (int i = 0; i < 12; i++) { 
  
            // Generate random integers in range 0 to 99 
            int rand_int1 = rand.Next(100); 
            Console.WriteLine("Entered Element is " + rand_int1); 
            ull.Insert(rand_int1); 
            ull.display(); 
        } 
    } 
} 
  
// This code has been contributed by 29AjayKumar 

Output:

Entered Element is 90

Unrolled Linked List = 
90 

Entered Element is 3

Unrolled Linked List = 
90 3 

Entered Element is 12

Unrolled Linked List = 
90 3 12 

Entered Element is 43

Unrolled Linked List = 
90 3 12 43 

Entered Element is 88

Unrolled Linked List = 
90 3 12 43 88 

Entered Element is 94

Unrolled Linked List = 
90 3 12 
43 88 94 

Entered Element is 15

Unrolled Linked List = 
90 3 12 
43 88 94 15 

Entered Element is 7

Unrolled Linked List = 
90 3 12 
43 88 94 15 7 

Entered Element is 67

Unrolled Linked List = 
90 3 12 
43 88 94 
15 7 67 

Entered Element is 74

Unrolled Linked List = 
90 3 12 
43 88 94 
15 7 67 74 

Entered Element is 85

Unrolled Linked List = 
90 3 12 
43 88 94 
15 7 67 74 85 

Entered Element is 48

Unrolled Linked List = 
90 3 12 
43 88 94 
15 7 67 
74 85 48

Time complexity : O(n)
Also, few real world applications :

It is used in B-Tree and T-Tree
Used in Hashed Array Tree
Used in Skip List
Used in CDR Coding

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My Personal Notes

Java

C#

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