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B+Tree Example n=3 Root 100 120 150 180 30 3 5 11 120 130 30 35 100 101 110 180 200 150 156 179 1.

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Presentation on theme: "B+Tree Example n=3 Root 100 120 150 180 30 3 5 11 120 130 30 35 100 101 110 180 200 150 156 179 1."— Presentation transcript:

1 B+Tree Example n=3 Root 100 120 150 180 30 3 5 11 120 130 30 35 100 101 110 180 200 150 156 179 1

2 B+ tree in textbook’s notation n=3
Leaf: Non-leaf: 30 35 30 35 30 30 2

3 Size of nodes: n+1 pointers n keys
(fixed) 3

4 Don’t want nodes to be too empty
Use at least Non-leaf: (n+1)/2 pointers Leaf: (n+1)/2 pointers to data 4

5 B+tree rules tree of order n
(1) All leaves at same lowest level (balanced tree) (2) Pointers in leaves point to records except for “sequence pointer” (to next leaf) 5

6 (3) Number of pointers/keys for B+tree
Max Max Min Min ptrs keys ptrsdata keys Non-leaf (non-root) n+1 n (n+1)/2 (n+1)/2- 1 Leaf (non-root) n+1 n (n+1)/2 (n+1)/2 Root n+1 n 1 1 6

7 Insert into B+tree (a) simple case (insert 32)
space available in leaf (b) leaf overflow (insert 7) (c) non-leaf overflow (insert 160) (d) new root (insert 45) 7

8 Deletion from B+tree (a) Simple case - no example
(b) Coalesce with neighbor (delete 50) (c) Re-distribute keys (delete 50) (d) Cases (b) or (c) at non-leaf (delete 37) 8

9 B+tree deletions in practice
Often, coalescing is not implemented Too hard and not worth it! 9

10 Variation on B+tree: B-tree (no +)
Idea: Avoid duplicate keys (leaf and non-leaf) Have record pointers in non-leaf nodes 10

11 K1 P1 K2 P2 K3 P3 to record to record to record
with K1 with K with K3 to keys to keys to keys to keys < K K1<x<K K2<x<k >k3 K1 P1 K2 P2 K3 P3 11

12 B-tree example n=2 65 125 25 45 85 105 145 165 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 170 180 12

13 B-tree example n=2 sequence pointers not useful now! 65 125 25 45 85
(but keep space for simplicity) 65 125 25 45 85 105 145 165 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 170 180 13

14 Note on inserts Say we insert record with key = 25 10 20 30 n=3 leaf
14

15 Note on inserts Say we insert record with key = 25 Afterwards: 10 20
30 n=3 leaf 10 20 25 30 Afterwards: 15


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