File Organization and Storage Structures Overview
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Learn about file organization types such as Heap, Sequential, Hash, and Index. Understand the pros and cons of each method to optimize data retrieval and storage efficiency.
File Organization and Storage Structures Overview
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Appendix C File Organization & Storage Structure
Agenda • Definition • Types of File Organization
Definition • Logical record & physical record • File organization • Access method
Types of File Organization • Heap (unordered) • Sequential (ordered or sorted) • Hash (direct or random) • Index
Heap • Unordered structure • Pros • Simple • No overhead • Cons • Slow • Waste space (deletion) • For • Bulk-loaded • Short file • Retrieving 80% of the file
Ordered • Sorted according to a field value or primary key field • Pros • Binary search • Sequential processing • Con • Slow for retrieval information needed by management
Hash • Terminology • Hash field, hash key • Collision, synonyms • Bucket, slots • Types • Folding • Division-remainder • Collision handling • Open addressing or unchained overflow • Chained overflow • Multiple hashing
Direct (Random or Hash) • Pro • Random processing • Cons • Sequential processing • Updating (reorganization)
Indexes • Terminology • Primary index (one for each file) • Secondary index for unique field or non-unique field (several for each file) • Clustering index for clustering attribute (non-key field or non-unique field) • Sparse index for some of the search key values • Dense index for every search key value • Types • Linked list • Inverted file • Indexed sequential • B+-tree
Indexed Sequential • Structure • Prime area • Index area: track no, highest key on the track, highest key in the overflow, address of first overflow record • Overflow area: address, record, pointer • Types • Indexed Sequential Access Method (ISAM) • Virtual Sequential Access Method (VSAM) • Pro • Sequential & random processing • Con • Waste spaces (deletion) • Inefficient due to overflow
B+-Tree • Terminology • Node • Root • Parent • Child • Leaf • Depth: the maximum number of level • Balanced tree • Degree or order (n): the maximum number of children • Rules • Root having at least two children • Each node having n/2 and n pointers (children) • Key values in leaf have to be between (n-1)/2 and (n-1) • Max no. of key values in non-leaf is 1 less than pointer • Balanced tree • Ordered values in leaf
Points to Remember • Definition • Types of File Organization
Assignment • Review chapter 1 & appendix C • Read chapter 2 • Group list due date: 9/18/07 • Homework due date: