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B-Trees
Motivation for B-Trees ,[object Object],[object Object],[object Object],[object Object],[object Object]
Motivation (cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Motivation (cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Definition of a B-tree ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
An example B-Tree 51 62 42 6 12 26 55 60 70 64 90 45 1 2 4 7 8 13 15 18 25 27 29 46 48 53 A B-tree of order 5 containing 26 items Note that all the leaves are at the same level
[object Object],[object Object],[object Object],[object Object],[object Object],Constructing a B-tree 1 2 8 12
Constructing a B-tree (contd.) 1 2 8 12 25 6, 14, 28 get added to the leaf nodes: 1 2 8 12 14 6 25 28
Constructing a B-tree (contd.) Adding 17 to the right leaf node would over-fill it, so we take the middle key, promote it (to the root) and split the leaf 8 17 12 14 25 28 1 2 6 7, 52, 16, 48 get added to the leaf nodes 8 17 12 14 25 28 1 2 6 16 48 52 7
Constructing a B-tree (contd.) Adding 68 causes us to split the right most leaf, promoting 48 to the root, and adding 3 causes us to split the left most leaf, promoting 3 to the root; 26, 29, 53, 55 then go into the leaves 3 8 17 48 52 53 55 68 25 26 28 29 1 2 6 7 12 14 16 Adding 45 causes a split of   25 26 28 29 and promoting 28 to the root then causes the root to split
Constructing a B-tree (contd.) 17 3 8 28 48 1 2 6 7 12 14 16 52 53 55 68 25 26 29 45
Inserting into a B-Tree ,[object Object],[object Object],[object Object],[object Object],[object Object]
Exercise in Inserting a B-Tree  ,[object Object],[object Object],[object Object]
Removal from a B-tree ,[object Object],[object Object],[object Object]
Removal from a B-tree (2) ,[object Object],[object Object],[object Object]
Type #1: Simple leaf deletion Delete 2:  Since there are enough keys in the node, just delete it Assuming a 5-way B-Tree, as before... Note when printed: this slide is animated 12 29 52 2 7 9 15 22 56 69 72 31 43
Type #2: Simple non-leaf deletion Delete 52 Borrow the predecessor or (in this case) successor 56 Note when printed: this slide is animated 12 29 52 7 9 15 22 56 69 72 31 43
Type #4: Too few keys in node and its siblings Delete 72 Too few keys! Note when printed: this slide is animated 12 29 56 7 9 15 22 69 72 31 43 Join back together
Type #4: Too few keys in node and its siblings Note when printed: this slide is animated 12 29 7 9 15 22 69 56 31 43
Type #3: Enough siblings Delete 22 Note when printed: this slide is animated 12 29 7 9 15 22 69 56 31 43 Demote root key and promote leaf key
Type #3: Enough siblings 12 29 7 9 15 31 Note when printed: this slide is animated 69 56 43
Exercise in Removal from a B-Tree ,[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis of B-Trees ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Reasons for using B-Trees ,[object Object],[object Object],[object Object],[object Object],[object Object]
Comparing Trees ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Implementing an ADT ,[object Object]
Example: Implementing a B-Tree ,[object Object],[object Object],[object Object]
1 - What classes are required? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
2 - What are the class interactions? B-Tree BNode BKey Record (Comparable) recursive 1  N 1  1
3 - What are the algorithms? ,[object Object],[object Object]
4 - What data struct’s are required? ,[object Object],[object Object],[object Object],[object Object]
5 - What methods are required? ,[object Object],[object Object],[object Object]

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08 B Trees

  • 2.
  • 3.
  • 4.
  • 5.
  • 6. An example B-Tree 51 62 42 6 12 26 55 60 70 64 90 45 1 2 4 7 8 13 15 18 25 27 29 46 48 53 A B-tree of order 5 containing 26 items Note that all the leaves are at the same level
  • 7.
  • 8. Constructing a B-tree (contd.) 1 2 8 12 25 6, 14, 28 get added to the leaf nodes: 1 2 8 12 14 6 25 28
  • 9. Constructing a B-tree (contd.) Adding 17 to the right leaf node would over-fill it, so we take the middle key, promote it (to the root) and split the leaf 8 17 12 14 25 28 1 2 6 7, 52, 16, 48 get added to the leaf nodes 8 17 12 14 25 28 1 2 6 16 48 52 7
  • 10. Constructing a B-tree (contd.) Adding 68 causes us to split the right most leaf, promoting 48 to the root, and adding 3 causes us to split the left most leaf, promoting 3 to the root; 26, 29, 53, 55 then go into the leaves 3 8 17 48 52 53 55 68 25 26 28 29 1 2 6 7 12 14 16 Adding 45 causes a split of 25 26 28 29 and promoting 28 to the root then causes the root to split
  • 11. Constructing a B-tree (contd.) 17 3 8 28 48 1 2 6 7 12 14 16 52 53 55 68 25 26 29 45
  • 12.
  • 13.
  • 14.
  • 15.
  • 16. Type #1: Simple leaf deletion Delete 2: Since there are enough keys in the node, just delete it Assuming a 5-way B-Tree, as before... Note when printed: this slide is animated 12 29 52 2 7 9 15 22 56 69 72 31 43
  • 17. Type #2: Simple non-leaf deletion Delete 52 Borrow the predecessor or (in this case) successor 56 Note when printed: this slide is animated 12 29 52 7 9 15 22 56 69 72 31 43
  • 18. Type #4: Too few keys in node and its siblings Delete 72 Too few keys! Note when printed: this slide is animated 12 29 56 7 9 15 22 69 72 31 43 Join back together
  • 19. Type #4: Too few keys in node and its siblings Note when printed: this slide is animated 12 29 7 9 15 22 69 56 31 43
  • 20. Type #3: Enough siblings Delete 22 Note when printed: this slide is animated 12 29 7 9 15 22 69 56 31 43 Demote root key and promote leaf key
  • 21. Type #3: Enough siblings 12 29 7 9 15 31 Note when printed: this slide is animated 69 56 43
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29. 2 - What are the class interactions? B-Tree BNode BKey Record (Comparable) recursive 1 N 1 1
  • 30.
  • 31.
  • 32.