Jordan needs to optimize a query by reducing the total data - CompTIA Data + DA0-001

Question

Jordan needs to optimize a query by reducing the total data set that is being processed. Which of the following accomplishes this?

Answers
  1. correct
Explanation

Correct Answer: B. Subquery

A Subquery (also called a nested query) is a query inside another query that helps filter or limit the dataset being processed. By using a subquery, Jordan can retrieve only the necessary data, which reduces the total amount of records processed, thereby optimizing performance.

For example, if Jordan wants to retrieve customers who made purchases above the average order value, he could use a subquery:

sql

SELECT CustomerID, CustomerName
FROM Customers
WHERE CustomerID IN (
    SELECT CustomerID 
    FROM Orders 
    WHERE OrderTotal > (SELECT AVG(OrderTotal) FROM Orders)
);

Here, the subquery calculates the average order total, reducing the data processed in the main query.

Why the other options are incorrect:

Query Execution Plan – Incorrect.

  • A Query Execution Plan is a visual representation of how a query runs. While it helps in understanding performance, it does not directly reduce the dataset being processed.

Estimated Execution Plan – Incorrect.

  • The Estimated Execution Plan shows how the query is expected to be executed before it runs. While useful for optimization, it does not actively reduce the data being processed.

Actual Execution Plan – Incorrect.

  • The Actual Execution Plan is a detailed analysis of how a query was executed, including runtime statistics. It helps in performance tuning, but it does not filter or reduce data.

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