Understanding Derived Table Query Performance with EXPLAIN in MySQL
Analyze Derived Table Query Performance with EXPLAIN
Write a MySQL query that uses EXPLAIN to analyze the performance of a query utilizing a derived table to calculate total orders per customer and then filters for customers with more than 5 orders.
Solution:
-- Use EXPLAIN to analyze the performance of a query using a derived table.
EXPLAIN
SELECT dt.CustomerID, dt.OrderCount
FROM (
SELECT CustomerID, COUNT(*) AS OrderCount
FROM Orders
GROUP BY CustomerID
) AS dt
WHERE dt.OrderCount > 5;
Explanation:
- Purpose of the Query:
- To evaluate the execution plan of a query that uses a derived table for aggregation.
- Helps identify potential performance issues when subqueries are used as temporary tables.
- Key Components:
- Derived Table: Computes the count of orders per CustomerID.
- WHERE dt.OrderCount > 5 : Filters for customers with a high volume of orders.
- Real-World Application:
- Useful for customer segmentation or identifying high-value customers based on order volume.
Notes:
- Derived tables are processed as temporary tables; ensure they are optimized with proper indexing if needed.
- Use EXPLAIN to verify that the derived table approach meets performance requirements.
For more Practice: Solve these Related Problems:
- Write a MySQL query that uses EXPLAIN to analyze the performance of a query utilizing a derived table to calculate total sales per product and then filters for products with more than 100 sales.
- Write a MySQL query that uses EXPLAIN to analyze the performance of a query utilizing a derived table to calculate total projects per department and then filters for departments with more than 10 projects.
- Write a MySQL query that uses EXPLAIN to analyze the performance of a query utilizing a derived table to calculate total orders per customer and then filters for customers with more than 20 orders.
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Previous MySQL Exercise: Optimize Query with Generated Column and Index.
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