SQL ROW NUMBER
What is SQL ROW_NUMBER?
SQL ROW_NUMBER
is a window function that assigns a unique sequential integer to each row in a result set. This function is useful for ranking or identifying rows within a result set based on a specified order.
When you would use it
You would use the SQL ROW_NUMBER
function when you want to:
-
Rank rows: Assign a rank to each row in a result set based on one or more columns' values. For example, ranking products by sales performance.
-
Paginate results: Implement pagination by numbering rows and selecting a specific range of rows from the result set, such as displaying the first 10 rows or the next 20 rows.
-
Remove duplicates: Identify and eliminate duplicate rows by numbering them and selecting only the rows with a row number of 1.
-
Assign unique identifiers: Generate unique identifiers or surrogate keys for rows when creating a new table or merging data from multiple sources.
Syntax
The basic syntax for using the SQL ROW_NUMBER
function is as follows:
SELECT
column1,
column2,
...,
ROW_NUMBER() OVER (ORDER BY column_to_order) AS row_num
FROM
your_table;
column1, column2, ...
: The columns you want to retrieve.ROW_NUMBER()
: The window function that generates the row number.ORDER BY column_to_order
: The column or columns by which you want to order the rows for numbering.row_num
: The alias for the row number column.
Parameter values
column1, column2, ...
: The columns you want to include in the result set.ORDER BY column_to_order
: The column or columns used to determine the order in which rows are numbered.
Example query
Suppose you have a table "products" with columns "product_name" and "sales," and you want to rank products by their sales performance. You can use the ROW_NUMBER
function like this:
SELECT
product_name,
sales,
ROW_NUMBER() OVER (ORDER BY sales DESC) AS rank
FROM
products;
Example table response
Assuming the "products" table contains data like this:
| product_name | sales |
| ------------ | ----- |
| Product A | 1200 |
| Product B | 900 |
| Product C | 1500 |
| Product D | 800 |
The query mentioned earlier would return the following result:
| product_name | sales | rank |
| ------------ | ----- | ---- |
| Product C | 1500 | 1 |
| Product A | 1200 | 2 |
| Product B | 900 | 3 |
| Product D | 800 | 4 |
This result ranks products by their sales performance in descending order.
Use cases
- Ranking or ordering rows based on specific criteria.
- Implementing pagination to display a limited number of rows at a time.
- Identifying and removing duplicate rows.
- Generating unique identifiers or surrogate keys for data.
SQL languages this is available for
SQL ROW_NUMBER
is a window function available in most modern relational database management systems (RDBMS), including but not limited to:
- SQL Server
- PostgreSQL
- Oracle Database
- MySQL
- SQLite
- IBM Db2
- MariaDB
The syntax and behavior of the ROW_NUMBER
function are consistent across these database systems, with minor variations in specific implementations.