SQL OFFSET (Window) Functions – LAG, LEAD, FIRST_VALUE, LAST_VALUE

OFFSET functions are relatively new to MS SQL Server. They are available since SQL Server 2012 version. These functions enable a user to “list” through rows of a table. To be precise, it makes you able to put hand on previous or next row while still at the current one. These functions belong to a group of so-called Window functions. Aggregate functions and Ranking functions belong to the same group.

List of SQL Functions For The Access to Previous or Next Rows

  • LAG() – Finds the previous value in the table and returns it
  • LEAD() – Finds the next value in the table and returns it
  • FIRST_VALUE() – Finds and returns the lowest value according to the current row
  • LAST_VALUE() – Finds and returns the highest value according to the current row

Another way how to page through a table is OFFSET <nr of rows> FETCH NEXT <nr of rows> command. This command is used with clause ORDER BY. However, this is not a function and therefore it does not belong here.

Practical Example – LAG, LEAD, FIRST_VALUE, LAST_VALUE

We will create a table in which we will have 2015 Sales, month after month. We will then demonstrate offset functions on it. At the end we will try to write SQL script creating an index => month-on-month sales [%] using functions.

USE [tempdb];
CREATE TABLE [Example_Ranking] (
  [ID] INT IDENTITY(1,1)
  ,[Year] INT
  ,[Month] INT
  ,[Sales] NUMERIC
);

INSERT INTO [Example_Ranking] (
  [Year]
  ,[Month]
  ,[Sales]
)
VALUES
(2015, 1, 50)
,(2015, 2, 60)
,(2015, 3, 30)
,(2015, 4, 120)
,(2015, 5, 150)
,(2015, 6, 70)
,(2015, 7, 50)
,(2015, 8, 90)
,(2015, 9, 90)
,(2015, 10, 100)
,(2015, 11, 90)
,(2015, 12, 150)

The table looks like this:

offset functons example

Script:

SELECT
  [ID]
  ,[Year]
  ,[Month]
  ,[Sales]
  ,FIRST_VALUE([Sales]) OVER (ORDER BY [Year], [Month])    AS [First_Value]
  ,LAST_VALUE([Sales]) OVER (ORDER BY [Year], [Month])     AS [Last_Value]
  ,LAG([Sales]) OVER (ORDER BY [Year], [Month])            AS [Previous_Value]
  ,LEAD([Sales]) OVER (ORDER BY [Year], [Month])           AS [Next_value]
FROM [Example_Ranking];

Result:

lag, lead, first_value, last_value examples sql

How to Make an Index Using LAG() Function in SQL Server?

We can count a bunch of stuff using offset functions – for example, rate of growth between members of time line i.e. index. There is an example how to do it:

SELECT
  [ID]
  ,[Year]
  ,[Month]
  ,LAG([Sales]) OVER (ORDER BY [Year], [Month])         AS [Previous_Mesic]
  ,[Sales]                                              AS [Actual_mesic]
  ,CONVERT(NUMERIC(10,2),
      100*([Sales] - LAG([Sales]) OVER (ORDER BY [Year], [Month]))
        /
      LAG([Sales]) OVER (ORDER BY [Year], [Month]))     AS [Index %]
FROM [Example_Ranking];

Result:

calculate index in sql using lag offset function

Rate this post
Category: SQL Functions Useful SQL Scripts

About Ing. Jan Zedníček - Data Engineer & Controlling

My name is Jan Zednicek, and I have been working as a freelance Data Engineer for roughly 10 years. During this time, I have been publishing case studies and technical guides on this website, targeting professionals, students, and enthusiasts interested in Data Engineering particularly on Microsoft technologies as well as corporate finance and reporting solutions. 🔥 If you found this article helpful, please share it or mention me on your website or Community forum

Leave a Reply

Your email address will not be published. Required fields are marked *