ProblemIn my T-SQL code I always use set based operations. I have been told these types of operations are what SQL Server is designed to process and it should be quicker than serial processing. I know cursors exist but I am not sure how to use them. Can you provide some cursor examples? Can you give any guidance on when to use cursors? I assume Microsoft created them for a reason so they must have a place where they can be used in an efficient manner.
SolutionIn some circles cursors are never used, in others they are a last resort and in other groups they are used regularly. In each of these camps they have different reasons for their stand on cursor usage. Regardless of your stand on cursors they probably have a place in particular circumstances and not in others. So it boils down to your understanding of the coding technique then your understanding of the problem at hand to make a decision on whether or not cursor based processing is appropriate or not. To get started let's do the following:
- Look at an example cursor
- Break down the components of the cursor
- Provide additional cursor examples
- Analyze the pros and cons of cursor usage
Here is an example cursor from tip Simple script to backup all SQL Server databases where backups are issued in a serial manner:
Based on the example above, cursors include these components:
- DECLARE statements - Declare variables used in the code block
- SET\SELECT statements - Initialize the variables to a specific value
- DECLARE CURSOR statement - Populate the cursor with values that will be evaluated
- NOTE - There are an equal number of variables in the DECLARE
CURSOR FOR statement as there are in the SELECT statement. This could be 1 or many variables and associated columns.
- NOTE - There are an equal number of variables in the DECLARE
- OPEN statement - Open the cursor to begin data processing
- FETCH NEXT statements - Assign the specific values from the cursor to the variables
- NOTE - This logic is used for the initial population before the WHILE statement and then again during each loop in the process as a portion of the WHILE statement
- WHILE statement - Condition to begin and continue data processing
- BEGIN...END statement - Start and end of the code block
- NOTE - Based on the data processing multiple BEGIN...END statements can be used
- Data processing - In this example, this logic is to backup a database to a specific path and file name, but this could be just about any DML or administrative logic
- CLOSE statement - Releases the current data and associated locks, but permits the cursor to be re-opened
- DEALLOCATE statement - Destroys the cursor
In the example above backups are issued via a cursor, check out these other tips that leverage cursor based logic:
- Managing SQL Server Database Fragmentation
- SQL Server script to rebuild all indexes for all tables and all databases
- SQL Server Index Analysis Script for All Indexes on All Tables
- Standardize your SQL Server data with this text lookup and replace function
- Automating Transaction Log Backups for All SQL Server Databases
- Searching and finding a string value in all columns in a SQL Server table
- Scripting SQL Server Database Objects Using DMO (Distributed Management Objects)
- Script to create commands to disable, enable, drop and recreate Foreign Key constraints in SQL Server
- Capacity Planning for SQL Server 2000 Database Storage
- Automate Restoration of Log Shipping Databases for Failover in SQL Server 2000
- Determining space used for each table in a SQL Server database
- Auditing Windows Groups from SQL Server
- SQL Server Find and Replace Values in All Tables and All Text Columns
- Easing the SQL Server Database Capacity Planning Burden
- Index Metadata and Statistics Update Date for SQL Server
The analysis below is intended to serve as insight into various scenarios where cursor based logic may or may not be beneficial:
- Online Transaction Processing (OLTP) - In most OLTP environments, SET based logic makes the most sense for short transactions. Our team has run into a third party application that uses cursors for all of its processing, which has caused issues, but this has been a rare occurrence. Typically, SET based logic is more than feasible and cursors are rarely needed.
- Reporting - Based on the design of the reports and the underlying design, cursors are typically not needed. However, our team has run into reporting requirements where referential integrity does not exist on the underlying database and it is necessary to use a cursor to correctly calculate the reporting values. We have had the same experience when needing to aggregate data for downstream processes, a cursor based approach was quick to develop and performed in an acceptable manner to meet the need.
- Serialized processing - If you have a need to complete a process in serialized manner, cursors are a viable option.
- Administrative tasks - Many administrative tasks need to be executed in a serial manner, which fits nicely into cursor based logic, but other system based objects exist to fulfill the need. In some of those circumstances, cursors are used to complete the process.
- Large data sets - With large data sets you could run into any one or more of the following:
- Cursor based logic may not scale to meet the processing needs.
- With large set based operations on servers with a minimal amount of memory, the data may be paged or monopolize the SQL Server which is time consuming can cause contention and memory issues. As such, a cursor based approach may meet the need.
- Some tools inherently cache the data to a file under the covers, so processing the data in memory may or may not actually be the case.
- If the data can be processed in a staging SQL Server database the impacts to the production environment are only when the final data is processed. All of the resources on the staging server can be used for the ETL processes then the final data can be imported.
- SSIS supports batching sets of data which may resolve the overall need to break-up a large data set into more manageable sizes and perform better than a row by row approach with a cursor.
- Depending on how the cursor or SSIS logic is coded, it may be possible to restart at the point of failure based on a checkpoint or marking each row with the cursor. However, with a set based approach that may not be the case until an entire set of data is completed. As such, troubleshooting the row with the problem may be more difficult.
Below outlines alternatives to cursor based logic which could meet the same needs:
- Set based logic
- SQL Server Integration Services (SSIS) or Data Transformation Services (SSIS)
- WHILE loop
- Here is a tip with example code - http://www.mssqltips.com/tip.asp?tip=1274
- CASE expression
- Repeat a batch with the GO command
- When you are faced with a data processing decision determine where you stand with SQL Server cursor usage. They may or may not have a place in your application or operational processes. There are many ways to complete a task, so using a cursor could be a reasonable alternative or not. You be the judge.
- If you run into issues with another coding technique and need to get something done quickly, using a cursor may be a viable alternative. It may take longer to process the data, but the coding time might be much less. If you have a one time process or nightly processing, this could do the trick.
- If cursors are shunned in your environment, be sure to select another viable alternative. Just be sure the process will not cause other issues. As an example, if a cursor is used and millions of rows are processed will this potentially flush all of the data from cache and cause further contention? Or with a large data set will the data be paged to disk or written to a temporary directory?
- As you evaluate a cursor based approach versus other alternatives make a fair comparison of the techniques in terms of time, contention and resources needed. Hopefully these factors will drive you to the proper technique.