Measure Real-Time Performance of a SELECT Query
Analyzing Actual Query Performance with EXPLAIN ANALYZE
Write a PostgreSQL query to execute a SELECT query and measure its actual runtime using EXPLAIN ANALYZE.
Solution:
-- Specify the action to execute and analyze the query plan with actual runtime.
EXPLAIN ANALYZE
-- Define the query to be executed and analyzed.
SELECT * FROM Employees
-- Add a condition to filter rows in the query.
WHERE department = 'Sales';
Explanation:
- Purpose of the Query:
- To obtain both the planned and actual execution details of a SELECT query.
- This helps in identifying any discrepancies between estimated and real performance.
- Key Components:
- EXPLAIN ANALYZE : Runs the query and displays runtime statistics along with the plan.
- WHERE department = 'Sales' : Filters data to potentially utilize indexes.
- Real-World Application:
- Ideal for performance tuning in production environments where precise metrics are needed.
Notes:
- Running EXPLAIN ANALYZE executes the query, so use it with caution on large datasets.
For more Practice: Solve these Related Problems:
- Write a PostgreSQL query using EXPLAIN ANALYZE to measure the runtime of a SELECT query filtering by "status" in the "Orders" table.
- Write a PostgreSQL query using EXPLAIN ANALYZE to analyze a SELECT query with a JOIN between "Employees" and "Departments".
- Write a PostgreSQL query using EXPLAIN ANALYZE to evaluate the performance of a SELECT query with a GROUP BY clause on the "Sales" table.
- Write a PostgreSQL query using EXPLAIN ANALYZE to assess a SELECT query with a subquery in the WHERE clause on the "Products" table.
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Previous PostgreSQL Exercise: Basic Query Plan Analysis Using EXPLAIN in PostgreSQL.
Next PostgreSQL Exercise: Analyzing Join Performance with EXPLAIN.
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