Is Integer Indexing Faster Than DateTime Indexing for Large Datasets?
MySQL Index Comparison: Integer vs. DateTime
While previous discussions have compared Timestamp and DateTime field types without indexing, this inquiry focuses specifically on the performance of DateTime with index against int with index in InnoDB tables with millions of records.
In these scenarios, queries with criteria based on:
- DateTime with index: Utilize the index on the DateTime column.
- int with index: Exploit the index on the integer (UNIX timestamp) representation of the DateTime value.
Empirical Evaluation
Initial tests using MySQL 5.1.41 and 10 million records demonstrate a remarkable speed advantage for int:
Query | DateTime with Index (sec) | int with Index (sec) |
---|---|---|
COUNT(*) | 120.27 | 25.02 |
BETWEEN | 8.41 | 1.56 |
Explanation
The efficiency of int is attributed to the fact that the index can be directly compared to the query criteria, eliminating the need for MySQL to parse and convert dates. In contrast, DateTime requires additional processing to extract and compare the date and time components.
Additional Considerations
Subsequent tests with both field types stored in the same table yielded similar performance, suggesting that MySQL may optimize queries by recognizing the equivalence of DateTime and int values.
Conclusion
Based on these results, it is recommended to store dates and times as int (UNIX timestamp) if the performance of index-based queries is paramount. This optimization can significantly reduce query execution time, particularly in large databases with frequent date-based criteria.
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