Introduction
A common and useful feature in SQL is the ability to use a “SELECT FROM a SELECT” query, often referred to as a subquery or inner query.
This post aims to explain this concept, showing how it can be both powerful and practical for complex data retrieval tasks.
What is a “SELECT FROM a SELECT” Query?
A “SELECT FROM a SELECT” query, or subquery, is a SQL technique where an inner SELECT statement is nested within an outer SELECT statement.
This allows for more complex queries than can be achieved with a single SELECT statement.
Why Use Subqueries?
- Complex Filtering: Subqueries can filter data based on complex conditions that aren’t possible with a single SELECT.
- Data Organisation: They can be used to organise data in a way that’s easier to understand and manipulate.
- Performance Optimisation: In some cases, subqueries can be used to optimise the performance of a SQL query.
Basic Structure
The basic structure of a “SELECT FROM a SELECT” looks like this:
SELECT column_names
FROM (
SELECT column_names
FROM table_name
WHERE conditions
) AS subquery_name
WHERE outer_conditions;
Examples and Use Cases
Filtering on Aggregate Functions: Let’s say you want to find all departments where the average salary is above a certain threshold:
SELECT department
FROM (
SELECT department, AVG(salary) AS avg_salary
FROM employees
GROUP BY department
) AS dept_salaries
WHERE avg_salary > 50000;
Temporary Tables: Sometimes, you need to create a temporary table for further analysis:
SELECT *
FROM (
SELECT employee_id, COUNT(order_id) AS total_orders
FROM orders
GROUP BY employee_id
) AS employee_orders
WHERE total_orders > 10;
Layered Data Filtering: In more complex databases, you might need to filter data through multiple layers:
SELECT name, age
FROM (
SELECT name, age, department
FROM employees
WHERE age > 30
) AS older_employees
WHERE department = 'HR';
Best Practices
- Readability: Always aim for clarity. Subqueries can make SQL statements complex, so proper formatting and commenting are key.
- Performance: Keep an eye on performance. Subqueries can sometimes slow down a query, so it’s essential to test and optimise.
- Testing: Test subqueries independently to ensure they return the expected results.
Conclusion
The “SELECT FROM a SELECT” query is a powerful aspect of SQL that allows for advanced data manipulation and retrieval.
By understanding how to effectively use this technique, you can handle complex data scenarios with greater ease and efficiency.