- SQL Server Reference Guide
- Introduction
- SQL Server Reference Guide Overview
- Table of Contents
- Microsoft SQL Server Defined
- SQL Server Editions
- SQL Server Access
- Informit Articles and Sample Chapters
- Online Resources
- Microsoft SQL Server Features
- SQL Server Books Online
- Clustering Services
- Data Transformation Services (DTS) Overview
- Replication Services
- Database Mirroring
- Natural Language Processing (NLP)
- Analysis Services
- Microsot SQL Server Reporting Services
- XML Overview
- Notification Services for the DBA
- Full-Text Search
- SQL Server 2005 - Service Broker
- Using SQL Server as a Web Service
- SQL Server Encryption Options Overview
- SQL Server 2008 Overview
- SQL Server 2008 R2 Overview
- SQL Azure
- The Utility Control Point and Data Application Component, Part 1
- The Utility Control Point and Data Application Component, Part 2
- Microsoft SQL Server Administration
- The DBA Survival Guide: The 10 Minute SQL Server Overview
- Preparing (or Tuning) a Windows System for SQL Server, Part 1
- Preparing (or Tuning) a Windows System for SQL Server, Part 2
- Installing SQL Server
- Upgrading SQL Server
- SQL Server 2000 Management Tools
- SQL Server 2005 Management Tools
- SQL Server 2008 Management Tools
- SQL Azure Tools
- Automating Tasks with SQL Server Agent
- Run Operating System Commands in SQL Agent using PowerShell
- Automating Tasks Without SQL Server Agent
- Storage – SQL Server I/O
- Service Packs, Hotfixes and Cumulative Upgrades
- Tracking SQL Server Information with Error and Event Logs
- Change Management
- SQL Server Metadata, Part One
- SQL Server Meta-Data, Part Two
- Monitoring - SQL Server 2005 Dynamic Views and Functions
- Monitoring - Performance Monitor
- Unattended Performance Monitoring for SQL Server
- Monitoring - User-Defined Performance Counters
- Monitoring: SQL Server Activity Monitor
- SQL Server Instances
- DBCC Commands
- SQL Server and Mail
- Database Maintenance Checklist
- The Maintenance Wizard: SQL Server 2000 and Earlier
- The Maintenance Wizard: SQL Server 2005 (SP2) and Later
- The Web Assistant Wizard
- Creating Web Pages from SQL Server
- SQL Server Security
- Securing the SQL Server Platform, Part 1
- Securing the SQL Server Platform, Part 2
- SQL Server Security: Users and other Principals
- SQL Server Security – Roles
- SQL Server Security: Objects (Securables)
- Security: Using the Command Line
- SQL Server Security - Encrypting Connections
- SQL Server Security: Encrypting Data
- SQL Server Security Audit
- High Availability - SQL Server Clustering
- SQL Server Configuration, Part 1
- SQL Server Configuration, Part 2
- Database Configuration Options
- 32- vs 64-bit Computing for SQL Server
- SQL Server and Memory
- Performance Tuning: Introduction to Indexes
- Statistical Indexes
- Backup and Recovery
- Backup and Recovery Examples, Part One
- Backup and Recovery Examples, Part Two: Transferring Databases to Another System (Even Without Backups)
- SQL Profiler - Reverse Engineering An Application
- SQL Trace
- SQL Server Alerts
- Files and Filegroups
- Partitioning
- Full-Text Indexes
- Read-Only Data
- SQL Server Locks
- Monitoring Locking and Deadlocking
- Controlling Locks in SQL Server
- SQL Server Policy-Based Management, Part One
- SQL Server Policy-Based Management, Part Two
- SQL Server Policy-Based Management, Part Three
- Microsoft SQL Server Programming
- An Outline for Development
- Database
- Database Services
- Database Objects: Databases
- Database Objects: Tables
- Database Objects: Table Relationships
- Database Objects: Keys
- Database Objects: Constraints
- Database Objects: Data Types
- Database Objects: Views
- Database Objects: Stored Procedures
- Database Objects: Indexes
- Database Objects: User Defined Functions
- Database Objects: Triggers
- Database Design: Requirements, Entities, and Attributes
- Business Process Model Notation (BPMN) and the Data Professional
- Business Questions for Database Design, Part One
- Business Questions for Database Design, Part Two
- Database Design: Finalizing Requirements and Defining Relationships
- Database Design: Creating an Entity Relationship Diagram
- Database Design: The Logical ERD
- Database Design: Adjusting The Model
- Database Design: Normalizing the Model
- Creating The Physical Model
- Database Design: Changing Attributes to Columns
- Database Design: Creating The Physical Database
- Database Design Example: Curriculum Vitae
- NULLs
- The SQL Server Sample Databases
- The SQL Server Sample Databases: pubs
- The SQL Server Sample Databases: NorthWind
- The SQL Server Sample Databases: AdventureWorks
- The SQL Server Sample Databases: Adventureworks Derivatives
- UniversalDB: The Demo and Testing Database, Part 1
- UniversalDB: The Demo and Testing Database, Part 2
- UniversalDB: The Demo and Testing Database, Part 3
- UniversalDB: The Demo and Testing Database, Part 4
- Getting Started with Transact-SQL
- Transact-SQL: Data Definition Language (DDL) Basics
- Transact-SQL: Limiting Results
- Transact-SQL: More Operators
- Transact-SQL: Ordering and Aggregating Data
- Transact-SQL: Subqueries
- Transact-SQL: Joins
- Transact-SQL: Complex Joins - Building a View with Multiple JOINs
- Transact-SQL: Inserts, Updates, and Deletes
- An Introduction to the CLR in SQL Server 2005
- Design Elements Part 1: Programming Flow Overview, Code Format and Commenting your Code
- Design Elements Part 2: Controlling SQL's Scope
- Design Elements Part 3: Error Handling
- Design Elements Part 4: Variables
- Design Elements Part 5: Where Does The Code Live?
- Design Elements Part 6: Math Operators and Functions
- Design Elements Part 7: Statistical Functions
- Design Elements Part 8: Summarization Statistical Algorithms
- Design Elements Part 9:Representing Data with Statistical Algorithms
- Design Elements Part 10: Interpreting the Data—Regression
- Design Elements Part 11: String Manipulation
- Design Elements Part 12: Loops
- Design Elements Part 13: Recursion
- Design Elements Part 14: Arrays
- Design Elements Part 15: Event-Driven Programming Vs. Scheduled Processes
- Design Elements Part 16: Event-Driven Programming
- Design Elements Part 17: Program Flow
- Forming Queries Part 1: Design
- Forming Queries Part 2: Query Basics
- Forming Queries Part 3: Query Optimization
- Forming Queries Part 4: SET Options
- Forming Queries Part 5: Table Optimization Hints
- Using SQL Server Templates
- Transact-SQL Unit Testing
- Index Tuning Wizard
- Unicode and SQL Server
- SQL Server Development Tools
- The SQL Server Transact-SQL Debugger
- The Transact-SQL Debugger, Part 2
- Basic Troubleshooting for Transact-SQL Code
- An Introduction to Spatial Data in SQL Server 2008
- Performance Tuning
- Performance Tuning SQL Server: Tools and Processes
- Performance Tuning SQL Server: Tools Overview
- Creating a Performance Tuning Audit - Defining Components
- Creating a Performance Tuning Audit - Evaluation Part One
- Creating a Performance Tuning Audit - Evaluation Part Two
- Creating a Performance Tuning Audit - Interpretation
- Creating a Performance Tuning Audit - Developing an Action Plan
- Understanding SQL Server Query Plans
- Performance Tuning: Implementing Indexes
- Performance Monitoring Tools: Windows 2008 (and Higher) Server Utilities, Part 1
- Performance Monitoring Tools: Windows 2008 (and Higher) Server Utilities, Part 2
- Performance Monitoring Tools: Windows System Monitor
- Performance Monitoring Tools: Logging with System Monitor
- Performance Monitoring Tools: User Defined Counters
- General Transact-SQL (T-SQL) Performance Tuning, Part 1
- General Transact-SQL (T-SQL) Performance Tuning, Part 2
- General Transact-SQL (T-SQL) Performance Tuning, Part 3
- Performance Monitoring Tools: An Introduction to SQL Profiler
- Performance Tuning: Introduction to Indexes
- Performance Monitoring Tools: SQL Server 2000 Index Tuning Wizard
- Performance Monitoring Tools: SQL Server 2005 Database Tuning Advisor
- Performance Monitoring Tools: SQL Server Management Studio Reports
- Performance Monitoring Tools: SQL Server 2008 Activity Monitor
- The SQL Server 2008 Management Data Warehouse and Data Collector
- Performance Monitoring Tools: Evaluating Wait States with PowerShell and Excel
- Practical Applications
- Choosing the Back End
- The DBA's Toolbox, Part 1
- The DBA's Toolbox, Part 2
- Scripting Solutions for SQL Server
- Building a SQL Server Lab
- Using Graphics Files with SQL Server
- Enterprise Resource Planning
- Customer Relationship Management (CRM)
- Building a Reporting Data Server
- Building a Database Documenter, Part 1
- Building a Database Documenter, Part 2
- Data Management Objects
- Data Management Objects: The Server Object
- Data Management Objects: Server Object Methods
- Data Management Objects: Collections and the Database Object
- Data Management Objects: Database Information
- Data Management Objects: Database Control
- Data Management Objects: Database Maintenance
- Data Management Objects: Logging the Process
- Data Management Objects: Running SQL Statements
- Data Management Objects: Multiple Row Returns
- Data Management Objects: Other Database Objects
- Data Management Objects: Security
- Data Management Objects: Scripting
- Powershell and SQL Server - Overview
- PowerShell and SQL Server - Objects and Providers
- Powershell and SQL Server - A Script Framework
- Powershell and SQL Server - Logging the Process
- Powershell and SQL Server - Reading a Control File
- Powershell and SQL Server - SQL Server Access
- Powershell and SQL Server - Web Pages from a SQL Query
- Powershell and SQL Server - Scrubbing the Event Logs
- SQL Server 2008 PowerShell Provider
- SQL Server I/O: Importing and Exporting Data
- SQL Server I/O: XML in Database Terms
- SQL Server I/O: Creating XML Output
- SQL Server I/O: Reading XML Documents
- SQL Server I/O: Using XML Control Mechanisms
- SQL Server I/O: Creating Hierarchies
- SQL Server I/O: Using HTTP with SQL Server XML
- SQL Server I/O: Using HTTP with SQL Server XML Templates
- SQL Server I/O: Remote Queries
- SQL Server I/O: Working with Text Files
- Using Microsoft SQL Server on Handheld Devices
- Front-Ends 101: Microsoft Access
- Comparing Two SQL Server Databases
- English Query - Part 1
- English Query - Part 2
- English Query - Part 3
- English Query - Part 4
- English Query - Part 5
- RSS Feeds from SQL Server
- Using SQL Server Agent to Monitor Backups
- Reporting Services - Creating a Maintenance Report
- SQL Server Chargeback Strategies, Part 1
- SQL Server Chargeback Strategies, Part 2
- SQL Server Replication Example
- Creating a Master Agent and Alert Server
- The SQL Server Central Management System: Definition
- The SQL Server Central Management System: Base Tables
- The SQL Server Central Management System: Execution of Server Information (Part 1)
- The SQL Server Central Management System: Execution of Server Information (Part 2)
- The SQL Server Central Management System: Collecting Performance Metrics
- The SQL Server Central Management System: Centralizing Agent Jobs, Events and Scripts
- The SQL Server Central Management System: Reporting the Data and Project Summary
- Time Tracking for SQL Server Operations
- Migrating Departmental Data Stores to SQL Server
- Migrating Departmental Data Stores to SQL Server: Model the System
- Migrating Departmental Data Stores to SQL Server: Model the System, Continued
- Migrating Departmental Data Stores to SQL Server: Decide on the Destination
- Migrating Departmental Data Stores to SQL Server: Design the ETL
- Migrating Departmental Data Stores to SQL Server: Design the ETL, Continued
- Migrating Departmental Data Stores to SQL Server: Attach the Front End, Test, and Monitor
- Tracking SQL Server Timed Events, Part 1
- Tracking SQL Server Timed Events, Part 2
- Patterns and Practices for the Data Professional
- Managing Vendor Databases
- Consolidation Options
- Connecting to a SQL Azure Database from Microsoft Access
- SharePoint 2007 and SQL Server, Part One
- SharePoint 2007 and SQL Server, Part Two
- SharePoint 2007 and SQL Server, Part Three
- Querying Multiple Data Sources from a Single Location (Distributed Queries)
- Importing and Exporting Data for SQL Azure
- Working on Distributed Teams
- Professional Development
- Becoming a DBA
- Certification
- DBA Levels
- Becoming a Data Professional
- SQL Server Professional Development Plan, Part 1
- SQL Server Professional Development Plan, Part 2
- SQL Server Professional Development Plan, Part 3
- Evaluating Technical Options
- System Sizing
- Creating a Disaster Recovery Plan
- Anatomy of a Disaster (Response Plan)
- Database Troubleshooting
- Conducting an Effective Code Review
- Developing an Exit Strategy
- Data Retention Strategy
- Keeping Your DBA/Developer Job in Troubled Times
- The SQL Server Runbook
- Creating and Maintaining a SQL Server Configuration History, Part 1
- Creating and Maintaining a SQL Server Configuration History, Part 2
- Creating an Application Profile, Part 1
- Creating an Application Profile, Part 2
- How to Attend a Technical Conference
- Tips for Maximizing Your IT Budget This Year
- The Importance of Blue-Sky Planning
- Application Architecture Assessments
- Transact-SQL Code Reviews, Part One
- Transact-SQL Code Reviews, Part Two
- Cloud Computing (Distributed Computing) Paradigms
- NoSQL for the SQL Server Professional, Part One
- NoSQL for the SQL Server Professional, Part Two
- Object-Role Modeling (ORM) for the Database Professional
- Business Intelligence
- BI Explained
- Developing a Data Dictionary
- BI Security
- Gathering BI Requirements
- Source System Extracts and Transforms
- ETL Mechanisms
- Business Intelligence Landscapes
- Business Intelligence Layouts and the Build or Buy Decision
- A Single Version of the Truth
- The Operational Data Store (ODS)
- Data Marts – Combining and Transforming Data
- Designing Data Elements
- The Enterprise Data Warehouse — Aggregations and the Star Schema
- On-Line Analytical Processing (OLAP)
- Data Mining
- Key Performance Indicators
- BI Presentation - Client Tools
- BI Presentation - Portals
- Implementing ETL - Introduction to SQL Server 2005 Integration Services
- Building a Business Intelligence Solution, Part 1
- Building a Business Intelligence Solution, Part 2
- Building a Business Intelligence Solution, Part 3
- Tips and Troubleshooting
- SQL Server and Microsoft Excel Integration
- Tips for the SQL Server Tools: SQL Server 2000
- Tips for the SQL Server Tools – SQL Server 2005
- Transaction Log Troubles
- SQL Server Connection Problems
- Orphaned Database Users
- Additional Resources
- Tools and Downloads
- Utilities (Free)
- Tool Review (Free): DBDesignerFork
- Aqua Data Studio
- Microsoft SQL Server Best Practices Analyzer
- Utilities (Cost)
- Quest Software's TOAD for SQL Server
- Quest Software's Spotlight on SQL Server
- SQL Server on Microsoft's Virtual PC
- Red Gate SQL Bundle
- Microsoft's Visio for Database Folks
- Quest Capacity Manager
- SQL Server Help
- Visual Studio Team Edition for Database Professionals
- Microsoft Assessment and Planning Solution Accelerator
- Aggregating Server Data from the MAPS Tool
Numeric manipulation and analysis make up a large part of almost every development effort. You add up the quarterly sales, figure out the average salesperson's income, and so on.
It's convenient to think about numeric analysis in three parts: Arithmetic (or mathematical), Trigonometric, and Statistical. This week, I'll show you how to use the math operators in Transact-SQL (T-SQL), and some of the trigonometric functions.
While we won't delve into the specifics of every function, I'll show you the importance of operator order, syntax, and application. This tutorial will form the basis for creating useful algorithms that we'll incorporate into our design efforts.
Math Operators
Let's begin with the math operators. In T-SQL We have the basic set, including addition (+), subtraction (-), multiplication (*), division (/) and modulo (%). We can use these operators on both result sets and with direct T-SQL commands. In other words, we can SELECT the results of a math operator, like this:
SELECT 2+2 GO ------------- 4
Or we can use the operators as part of another T-SQL construct, like this:
SELECT qty * (.05) FROM sales GO ------------- 1.05 2.05 ...
It's important to understand the "order of operations" paradigm -- the same rules you learned back when you studied algebra. Remember the acronym PEMDAS? It stands for the fact that in math "sentences" the order the numbers are processed is Parentheses, Exponents, Multiplication, Addition and Subtraction. That order precedence largely holds true here as well.
To see why it's important to be careful with the order of operations, let's take a look at two math statements:
SELECT 2 + 5*2 GO SELECT (2+5) * 2 GO
Even though these statements look similar, they return different results. Multiplication comes before addition in T-SQL, so the first statement reads "multiply 2 times 5, and then add 2", which is 12.
But because parentheses come before multiplication, the second statement reads "add 2 to 5 and then multiply the result by 2", which is14. The parentheses change things dramatically.
In this simple example, it's easy enough to spot the possible interpretations. When these expressions reach epic proportions, however, it can get quite confusing to spot any potential misinterpretations. I say "misinterpretations" because the server will (under normal conditions) always produce correct answers, but they might not be the answers we expected. It's normally a good practice to enclose almost all math operators with parenthesis, so there's no confusion.
Now that we have the precedence order firmly in hand, let's take a closer look at one of the operators, modulo (%). The modulo operator divides two numbers and provides the remainder (the modulus). Modulo has some really neat features, one of which is to show the last N digits of a large number. For instance, to get the last digit of 12345, just divide it by 10 and get the remainder:
SELECT 12345 % 10 GO ---------- 5
To get the last two digits we can use modulo 100, and so on. Pretty neat! We can also use modulo to get an alternating series, iterate a loop by a set divisor, and just about anywhere that we want to have recursion. We'll learn more about this useful operator in future tutorials.
So far we've been focusing on decimal-based math sets, but T-SQL also provides several "Bitwise" operators for bit-math. We'll deal with those a bit later.
Math Comparisons
We can combine the math operators with several tools used to compare values. Here's a quick list:
= |
Equals |
Equal to |
> |
Greater Than |
Greater than |
< |
Less Than |
Less than |
>= |
Greater Than or Equal To |
Greater than or equal to |
<= |
Less Than or Equal To |
Less than or equal to |
<> |
Not Equal To |
Not equal to |
!= |
Not Equal To |
Not equal to (not SQL-92 standard) |
!< |
Not Less Than |
Not less than (not SQL-92 standard) |
!> |
Not Greater Than |
Not greater than (not SQL-92 standard) |
We've already examined many of these comparison conditions during our foray into the SELECT...WHERE constructs. We'll see them again during our tutorials on Stored Procedures.
Math Functions
Besides the operators, T-SQL provides several functions. You can think of functions as machines: they accept an input, do something to the input using operators and comparisons, and produce an output.
Here are a few of the functions available in T-SQL:
ABS |
DEGREES |
RAND |
ACOS |
EXP |
ROUND |
ASIN |
FLOOR |
SIGN |
ATAN |
LOG |
SIN |
ATN2 |
LOG10 |
SQUARE |
CEILING |
PI |
SQRT |
COS |
POWER |
COT |
RADIANS |
TAN |
|
|
In addition, we've got access to several trigonometric functions:
ACOS |
TAN |
COS |
SIN |
ATAN |
ASIN |
ATN2 |
COT |
|
|
We'll cover the use of these functions in more depth later, but let's take a simple example by rounding a number to two decimal places using a function from above:
SELECT ROUND(12.71231, 2) GO ------- 12.71000
As we can see, the ROUND function has a syntax that is bounded by an open-parenthesis and then two numbers:
ROUND(Number_to_round, Precision)
The first is the input, and the second is the precision, followed by the closing-parenthesis. Many of the functions in the list above have this kind of syntax, meaning that they require more than one parameter.
Another feature of operators and functions are that they can be nested, such that we can find the square root of the rounded number:
SELECT SQRT(ROUND(12.71231, 2))
Practical applications of these functions, along with operators and comparisons, produce algorithms. It's not so important to memorize the format of each function (we can always look that up); it's far more important to be familiar with the function's use and application. I've seen some really convoluted attempts at building functions that T-SQL already provides.
In our learning process we'll make frequent reference to these functions to build useful algorithms for our programs.
Online Resources
Really into math? I like Joe's site on the subject.
Lynn Fields has a great article on SQL Server Magazine's sitem called Algorithms Still Matter, with more depth on using the functions and operators we've covered here.
InformIT Tutorials and Sample Chapters
Baya Pavliashvili has a good article called Math and Text Functions in SQL Server 2000.