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What did you pay attention to when optimizing SQL queries? How did you optimize?
sobes.tech AI
Answer from AI
When optimizing SQL queries, I pay attention to several key aspects:
- Use of indexes: I check that fields involved in WHERE, JOIN, and ORDER BY conditions are indexed.
- Execution plan analysis (EXPLAIN): I study how the DBMS executes the query to identify full table scans or inefficient operations.
- Minimizing data retrieval: I select only necessary columns, avoiding SELECT *.
- JOIN optimization: I review the order and conditions of joins to reduce the number of processed rows.
- Partitioning usage: If the table is large, I limit queries to the required partitions.
- Result caching: For recurring queries, I use caching at the application or database level.
Example of optimization:
-- Original:
SELECT * FROM orders o JOIN customers c ON o.customer_id = c.id WHERE c.status = 'active';
-- Optimized:
SELECT o.id, o.date, c.name FROM orders o
JOIN customers c ON o.customer_id = c.id
WHERE c.status = 'active';
-- Added indexes on customers.status and orders.customer_id
It is also important to profile queries in real conditions and test changes.