LAG
Descriptionβ
LAG() is a window function that accesses data from previous rows without performing a self-join. It retrieves values from a row that is N rows before the current row within a partition.
Syntaxβ
LAG ( <expr> [, <offset> [, <default> ] ] )
Parametersβ
Parameter | Description |
---|---|
expr | The expression whose value is to be retrieved |
offset | Optional. Number of rows to look backward. Default is 1. When negative, behaves like LEAD function |
default | Optional. Value to return when the offset goes beyond window bounds. Default is NULL |
Return Valueβ
Returns the same data type as the input expression.
Examplesβ
Calculate the difference between each salesperson's current sales amount and the previous day's sales amount:
select stock_symbol, closing_date, closing_price,
lag(closing_price,1, 0) over (partition by stock_symbol order by closing_date) as "yesterday closing"
from stock_ticker
order by closing_date;
+--------------+---------------------+---------------+-------------------+
| stock_symbol | closing_date | closing_price | yesterday closing |
| ------------ | ------------------- | ------------- | ----------------- |
| JDR | 2014-09-13 00:00:00 | 12.86 | 0 |
| JDR | 2014-09-14 00:00:00 | 12.89 | 12.86 |
| JDR | 2014-09-15 00:00:00 | 12.94 | 12.89 |
| JDR | 2014-09-16 00:00:00 | 12.55 | 12.94 |
| JDR | 2014-09-17 00:00:00 | 14.03 | 12.55 |
| JDR | 2014-09-18 00:00:00 | 14.75 | 14.03 |
| JDR | 2014-09-19 00:00:00 | 13.98 | 14.75 |
+--------------+---------------------+---------------+-------------------+