In SQL, the LAST_VALUE
function is used to retrieve the last value of an expression within a specified window frame. It is often used in combination with mathematical functions to perform calculations on the last value in a set of rows.
Let’s explore how to use the LAST_VALUE
function with mathematical functions in SQL.
Syntax
The syntax for using LAST_VALUE
with mathematical functions is as follows:
LAST_VALUE(expression) OVER (PARTITION BY column ORDER BY column [ROWS frame_spec])
expression
represents the column or expression on which the mathematical function will be performed.PARTITION BY
is an optional clause that divides the rows into partitions based on a column.ORDER BY
specifies the column used for ordering the rows within each partition.ROWS frame_spec
defines the range of rows over which the mathematical function will be evaluated.
Example
Let’s consider a table called sales
with the following structure:
id | product | quantity | price |
---|---|---|---|
1 | A | 10 | 5 |
2 | B | 20 | 10 |
3 | A | 15 | 3 |
4 | B | 25 | 8 |
5 | A | 5 | 2 |
Suppose we want to calculate the total sales amount for each product
, using the LAST_VALUE
function with the quantity
and price
columns.
SELECT product, LAST_VALUE(quantity * price) OVER (PARTITION BY product ORDER BY id) AS total_sales
FROM sales;
The above query will give us the following result:
product | total_sales |
---|---|
A | 75 |
A | 90 |
A | 10 |
B | 200 |
B | 200 |
In this example, the LAST_VALUE
function calculates the product of quantity
and price
for each row, ordered by the id
column. The result is then displayed for each product
, giving us the total sales amount for each product considering the last value within each partition.
By using the LAST_VALUE
function in combination with mathematical functions, we can perform calculations on the last value within a specified window frame, enabling more advanced data analysis in SQL queries.
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