Saturday, 2 November 2024

Differences between Nested Loop Join and Merge Join

 Below are the difference between them

Sno

Feature

Nested Loop Join

Merge Join

1

Use Case

Small datasets or highly selective joins

Large datasets with ordered data

2

Data Requirements

No specific data order required

Both inputs must be sorted on the join column

3

Execution Strategy

Iteratively checks each row in one table against rows in the other table

Matches rows from two sorted inputs sequentially

4

Performance

Efficient for small datasets or when one input is small and indexed

More efficient for large, pre-sorted datasets

5

Index Dependency

May benefit from indexes but doesn’t require them

Best suited when indexes or ordered data exists

6

Complexity

O(N*M) complexity (less efficient for large datasets)

O(N + M) complexity (efficient with sorted data)

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