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Aggregate Product function extends SQL

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19 Feb 2015CPOL1 min read 54.3K   10   14
Technique to extend capability of standard SQL by adding the Aggregate Product Function

Preamble

The suggested solution extends the capability of Structured Query Language (SQL) by adding the Aggregate Product function. Entire 'pure SQL' solution is encapsulated into a single query, portable to any SQL backed databases, for example, Microsoft Access or SQL Server.
 

1. Underlying Math Transforms

Image 1

Fig.1. SQL Aggregate Product function based on this underlying Math transfom

Standard SQL contains several aggregate functions (Sum, Count, Min, Max, etc.) with noticeable absence of aggregate Product. As a reminder, Product function P of multiple arguments (X1, X2,...XN) is defined as:
 

N
P(Xi)=X1*X2*...XN .................................................(1)
i=1

 
Database engine cannot perform the aggregate product calculation directly, but it can calculate sums. Simple mathematical transforms provide a workaround enabling to compute the product P by using the standard built-in mathematical Log(), Exp() and SQL aggregated Sum() functions; the core technique is illustrated by mathematical formulas (2) and (3):
 

Log(X1*X2*... XN)= Log(X1)+Log(X2)+...Log(XN) ......................(2),

 

N           N
P(Xi)= Exp(SUM(Log(Xi))) ............................................(3)
i=1         i=1

 
The last formula (3) could be translated into SQL statement in a rather straightforward manner, enabling the calculation of aggregate Product by means of standard built-in SQL functions.
 

2. Programming Technique: Math-to-SQL Translation

 
This simple yet practical example will demonstrate the SQL programming technique enabling to calculate the Product of all positive numbers {2, 4, 5, 7, 8} stored in a Microsoft Access Table1. Based on the precondition that there are no any negative values, a simple SQL query can do the job of calculating Product (SQL 1):
 

SQL
SELECT Exp(Sum(Log([Num]))) AS P FROM Table1

 
The statement could be modified with IIf() conditional operator added in order to handle zeros(SQL 2):
 

SQL
SELECT Exp(Sum(IIf([Num]=0,0,Log([Num]))))*IIf(Min([Num])=0,0,1) AS P
FROM Table1

 
The solution has been implemented/tested in Microsoft Access 2003/2007; it is also portable to any other SQL-backed Database. For detailed discussion of this SQL technique, please refer to the online article [1], published by the author and included in the reference section.

License

This article, along with any associated source code and files, is licensed under The Code Project Open License (CPOL)


Written By
Engineer
United States United States
Dr. Alexander Bell (aka DrABell), a seasoned full-stack Software (Win/Web/Mobile) and Data Engineer holds PhD in Electrical and Computer Engineering, authored 37 inventions and published 100+ technical articles and developed multiple award-winning apps (App Innovation Contests AIC 2012/2013 submissions) Alexander is currently focused on Microsoft Azure Cloud and .NET 6/8 development projects.

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Comments and Discussions

 
Questiongeneralization to the level of a semigroup? Pin
Vadim Stadnik20-Feb-15 0:08
Vadim Stadnik20-Feb-15 0:08 
AnswerRe: generalization to the level of a semigroup? Pin
DrABELL21-Feb-15 10:36
DrABELL21-Feb-15 10:36 
GeneralMy vote of 5 Pin
Scott Burkow20-Feb-13 7:31
Scott Burkow20-Feb-13 7:31 
GeneralRe: My vote of 5 Pin
DrABELL20-Feb-13 18:46
DrABELL20-Feb-13 18:46 
GeneralRe: My vote of 5 Pin
Scott Burkow21-Feb-13 8:21
Scott Burkow21-Feb-13 8:21 
GeneralRe: My vote of 5 Pin
DrABELL21-Feb-13 11:39
DrABELL21-Feb-13 11:39 
GeneralRe: My vote of 5 Pin
Scott Burkow22-Feb-13 5:56
Scott Burkow22-Feb-13 5:56 
GeneralRe: My vote of 5 Pin
DrABELL22-Feb-13 7:44
DrABELL22-Feb-13 7:44 
GeneralRe: My vote of 5 Pin
Scott Burkow22-Feb-13 8:40
Scott Burkow22-Feb-13 8:40 
GeneralReason for my vote of 5 Excellent example of using a little ... Pin
MacMaverick23-Mar-11 1:51
MacMaverick23-Mar-11 1:51 
GeneralRe: Many thanks! Kind regards/wishes, Alex Pin
DrABELL23-Mar-11 3:57
DrABELL23-Mar-11 3:57 
GeneralReason for my vote of 5 Simple & unusual Pin
A.J.Wegierski14-Mar-11 19:52
A.J.Wegierski14-Mar-11 19:52 
GeneralRe: Many thanks! Pin
DrABELL15-Mar-11 3:33
DrABELL15-Mar-11 3:33 
GeneralShort URL to the article: http://exm.nr/PrdSQL Pin
DrABELL4-Jan-11 9:37
DrABELL4-Jan-11 9:37 

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