Home Database Mysql Tutorial How to Find the Closest Numerical Match in a Database Table Using SQL?

How to Find the Closest Numerical Match in a Database Table Using SQL?

Jan 05, 2025 am 05:46 AM

How to Find the Closest Numerical Match in a Database Table Using SQL?

Finding the Nearest Numerical Value in a Database Table

The task at hand is to retrieve the record that most closely matches a specified numerical value from a database. The提供的SQL语句 retrieves records based on exact matches of multiple criteria, but it lacks the ability to identify the closest match when an exact match is absent.

To address this challenge, we can utilize the following approach:

Calculating the Distance

We start by calculating the absolute difference between the target value and the "Area" field in each database record. The absolute value ensures that the distance is always positive, allowing for easy comparison.

Ordering the Results

Next, we order the records in ascending order based on the calculated distance. This arrangement places the records with the smallest distance, or closest matches, at the beginning of the result set.

Retrieving the Top Match

Finally, we use the TOP 1 clause to retrieve the record that has the smallest distance, representing the closest match to the target value.

Updated SQL Query

Here is the updated SQL query that incorporates the above approach:

SELECT TOP 1 *
FROM [myTable]
WHERE Name = 'Test' AND Size = 2 AND PType = 'p'
ORDER BY ABS(Area - @input)
Copy after login

This query returns the record with the "Area" value closest to the specified input value @input.

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