B+ tree Deletion in Data Structure

Data StructureAnalysis of AlgorithmsAlgorithms

Here we will see, how to perform the deletion of a node from B+ Tree. Suppose we have a B+ Tree like below 7minus;

Example of B+ Tree

Deletion has two parts. At first we have to find the element. That strategy is like the querying. Now for deletion, we have to care about some rules. One node must have at-least m/2 elements. So if we delete, one element, and it has less than m-1 elements remaining, then it will adjust itself. If the entire node is deleted, then its children will be merged, and if their size is same as m, then split them into two parts, and again the median value will go up.

Suppose we want to delete 78. Now there are two children. [75, 77], and [78, 85], then It will delete 78 from the leaf node first, after that take 85, and make a copy of key 85, and make it as root of the subtree.

Algorithm

BPlusTreeDelete(x, key)

Input − The root of the tree, and key to delete

We will assume, that the key is present into the list
Start from root node, perform exact match for key as ‘key’ till a leaf node. Let the search path
be x1, x2, … , xh. The x1 is first node so root, then xh is leaf node. Each node xi is parent of xi+1
delete the object where key is ‘key’ from xh.
if h = 1, then return, as there is only one node which is root.
i := h
while xi underflows, do
   if immediate sibling node s of xi, has at least m/2 + 1 elements, then
      redistribute entries evenly between s and xi.
      corresponding to redistribution, a key k in the parent node xi-1, will be changed.
      if xi is non-leaf node, then
         k is dragged down to xi. and a key from s is pushed up to fill the place of k
      else
         k is simply replaced by a key in s
      return
   else
      merge xi with the sibling node s. Delete the corresponding child pointer in xi-1.
      if xi is an internal node, then
         drag the key in xi-1. which is previously divides xi and s. into the new node
         xi and s, into the new node xi.
      else
         delete that key in xi-1.
      i := i – 1
   end if
done
raja
Published on 11-Aug-2020 11:17:15
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