The information in this article applies to:
- Microsoft SQL Server, version 6.5
SUMMARY
Profiling is used to tune code to make it more efficient or faster.
Profiling is done by timing and counting the number of times a piece of
code is executed, and recording the results so that the slow parts of the
code can be identified. Then the code can be rewritten to be faster and
more efficient. Profiling Transact-SQL code in SQL Server is sometimes
difficult. However, profiling can provide the following information, which
is sometimes necessary:
- The number of times a stored procedure or trigger is run.
- The amount of time (including maximum and minimum times) a stored
procedure or trigger takes to run.
- The amount of time (including maximum and minimum times) an individual
command in a stored procedure or trigger takes to run.
To provide some profiling capabilities, SQL Server provides the SET
STATISTICS TIME and SET STATISTICS IO commands, as well as the following
columns in the system table: sysprocesses, cpu, physical_io and last_batch,
However, using these options may require changes to applications to handle
the new results. This article provides methods you can use so that the
client applications do not need to change; the stored procedures and
triggers that the application uses are changed instead.
MORE INFORMATION
This article defines some common methods to profile Transact-SQL code in
SQL Server, if the following assumptions are true:
Before proceeding, please note that profiling or debugging code does affect
the amount of time the code takes to run.
The rest of this article is split into the following sections to make it
more understandable:
- Simple Transact-SQL Time Profiling
2. Simple Table-Based Stored Procedure and Trigger Profiling
3. Advanced Table-Based Stored Procedure and Trigger Profiling
4. Sample Stored Procedure to Manage Advanced Table-Based Profiling
5. Additional Profiling Considerations
PART 1: Simple Transact-SQL Time Profiling
To perform a basic time performance test of a query such as "SELECT * FROM
authors", you can wrap it in the following code:
DECLARE @x datetime
SELECT @x = GetDate()
SELECT * FROM authors
SELECT DateDiff(millisecond, @x, GetDate())
This method is very useful, but it does have some limitations. This method:
- Requires that the client application handles the results set of the
second SELECT statement.
- Does not track the time over multiple runs of the query.
- Does not work well in stored procedures and triggers.
To resolve these limitations, you can use a profile table to hold results
so that the average run time, as well as the number of times it was run,
can be computed. Part 2 discusses this method below.
PART 2: Simple Table-Based Stored Procedure and Trigger Profiling
The following is an example stored procedure that is used as a basis in
both Parts 2 and 3 of this article to display these methods:
CREATE PROCEDURE timeme AS
SELECT * FROM pubs..authors
RETURN
GO
To perform time performance tests of a stored procedure or trigger, a table
with the following definition is required:
CREATE TABLE profile
(id int primary key,
trials int not null default 0,
trltime int not null default 0)
GO
The following code would be added to the stored procedure to record
performance:
/* Add this code at the beginning of the stored procedure. */
DECLARE @x datetime
SELECT @x = GetDate()
/* Add this code at the end of the stored procedure. */
UPDATE profile SET trials = trials + 1, trltime = trltime +
DateDiff(MILLISECOND, @x, GetDate()) WHERE id = @@procid
The following is the modified stored procedure with the performance code
added:
CREATE PROCEDURE timeme AS
DECLARE @x datetime
SELECT @x = GetDate()
SELECT * FROM pubs..authors
UPDATE profile SET trials = trials + 1, trltime = trltime +
DateDiff(MILLISECOND, @x, GetDate()) WHERE id = @@procid
RETURN
GO
Finally, the following is the execution of the stored procedure with the
result of adding the stored procedure to the profile table as well as
reporting the performance:
INSERT profile (id) VALUES (Object_ID('timeme'))
GO
EXEC timeme
GO
SELECT Object_Name(id), trltime / trials FROM profile
GO
This method is very useful but still has the limitation that profiling is
not easily enabled and disabled. To resolve this limitation, the profile
table needs to hold an enabled status, and the procedure needs to check if
it should be profiled. Part 3 discusses this method below.
PART 3: Advanced Table-Based Stored Procedure and Trigger Profiling
The following is the updated profile table script for dynamic profiling:
CREATE TABLE profile
(id int primary key,
enabled int not null default 0,
trials int not null default 0,
trltime int not null default 0)
GO
The following is the updated stored procedure for dynamic profiling:
CREATE PROCEDURE timeme AS
DECLARE @debug int
SELECT @debug = enabled FROM profile WHERE id = @@procid
IF @debug = 1
BEGIN
DECLARE @ttime datetime
SELECT @ttime = GetDate()
END
SELECT * FROM pubs..authors
IF @debug = 1
UPDATE profile SET trials = trials + 1, trltime = trltime +
DateDiff(MILLISECOND, @ttime, GetDate())
WHERE id = @@procid
RETURN
GO
Finally, the following is the execution of the stored procedure with the
result of adding the stored procedure to the profile table as well as
reporting the performance:
INSERT profile (id) VALUES (Object_ID('timeme'))
GO
/* This run is not profiled because enabled is 1. */
EXEC timeme
GO
UPDATE profile SET enabled = 1 WHERE id = Object_ID('timeme')
GO
EXEC timeme
GO
SELECT Object_Name(id), trltime / trials FROM profile
GO
PART 4: Sample Stored Procedure to Manage Advanced Table-Based Profiling
CREATE PROCEDURE resetprofile AS
/* Disables and effectively resets profiling data for all objects. */
DELETE profile
RETURN
GO
CREATE PROCEDURE setupprofile @name char(30) = NULL AS
/* Adds a stored procedure or trigger to profile table. */
IF @name IS NULL
PRINT 'usage: setupprofile <procedure or trigger name>'
ELSE
IF Object_ID(@name) IS NOT NULL
INSERT profile(id) VALUES (Object_ID(@name))
ELSE
PRINT 'Invalid object name'
RETURN
GO
CREATE PROCEDURE enableprofile @name char(30) = NULL as
/* Enables one or more stored procedures or triggers in the profile
table for profiling. */
IF @name IS NULL
UPDATE profile SET enabled = 1
ELSE
IF Object_ID(@name) IS NOT NULL
UPDATE profile SET enabled = 1 WHERE id = Object_ID(@name)
ELSE
PRINT 'Invalid object name'
RETURN
GO
CREATE PROCEDURE disableprofile @name char(30) = NULL AS
/* Disables one or more stored procedures or triggers in the profile
table for profiling. */
IF @name IS NULL
UPDATE profile SET enabled = 0
ELSE
IF Object_ID(@name) IS NOT NULL
UPDATE profile SET enabled = 0 WHERE id = Object_ID(@name)
ELSE
PRINT 'Invalid object name'
RETURN
GO
CREATE PROCEDURE reportprofile AS
/* Reports performance of enabled stored procedures and triggers. */
SELECT name = Object_Name(id), 'trial avg' = CASE WHEN trials <> 0 THEN
trltime / trials ELSE 0 END, trials FROM profile WHERE enabled = 1
RETURN
GO
So you can change the run code of Part 3 above to the following:
EXEC setupprofile 'timeme'
GO
/* This run is not profiled because enabled is 0. */
EXEC timeme
GO
EXEC enableprofile 'timeme'
GO
EXEC timeme
GO
EXEC reportprofile
GO
PART 5: Additional Profiling Considerations
When performing Transact-SQL profiling with a table for results as
described above, consider the following:
- Because object ids in SQL Server are not unique across databases, it is
suggested for profiling in multiple databases to create the profiling
table in each database to profile from the same database.
- Creating the profile table so that there is only one row per page by
padding the table with char(250) columns will prevent concurrency
problems on the profile table. The following is an example of the padded
profile table:
CREATE TABLE profile
(id int primary key,
enabled int not null default 0,
trials int not null default 0,
trltime int not null default 0,
fill1 char(250) not null default '',
fill2 char(250) not null default '',
fill3 char(250) not null default '',
fill4 char(250) not null default '')
GO
- To keep the profile table updates from altering performance as much as
possible, lock the table into memory by using either the DBCC PINTABLE
command or the sp_tableoption stored procedure with the pintable option.
This has the added advantage that the profile table updates are not
affected if the server is disk IO bound.
- If a stored procedure or trigger that is being profiled is run in
parallel by multiple clients, normal blocking may occur on the profile
table.
- If the stored procedures and triggers have multiple Return commands,
each one needs to perform the profiling check and possibly update the
profile table. If this is the case, the Goto command works well to
simplify the profiling code. The following is an example of a stored
procedure that has multiple Return commands:
CREATE PROCEDURE timeme AS
IF DB_Name() <> 'pubs'
RETURN
SELECT * FROM authors
RETURN
GO
The following is the stored procedure with profiling code also handling
the Return commands:
CREATE PROCEDURE timeme AS
DECLARE @debug int
SELECT @debug = enabled FROM profile WHERE id = @@procid
IF @debug = 1
BEGIN
DECLARE @ttime datetime
SELECT @ttime = GetDate()
END
IF DB_Name() <> 'pubs'
--RETURN
GOTO ENDME
SELECT * FROM pubs..authors
ENDME:
IF @debug = 1
UPDATE profile SET trials = trials + 1, trltime = trltime +
DateDiff(MILLISECOND, @ttime, GetDate())
WHERE id = @@procid
RETURN
GO
- The conditional check "IF @debug" should not noticeably alter
performance, unless the profiled stored procedure or trigger does not
perform any physical disk IO.
- Profiling maximum and minimum trial timings can also be recorded by
making the following changes:
Change the profile table by adding four columns:
CREATE TABLE profile
(id int primary key,
enabled int not null default 0,
trials int not null default 0,
trltime int not null default 0,
tmin int not null default 1000000, -- minimum trial time
tmax int not null default 0, -- maximum trial time
tmint int not null default 0, -- trial number of minimum trial
tmaxt int not null default 0, -- trial number of maximum trial
fill1 char(255) not null default '',
fill2 char(255) not null default '',
fill3 char(255) not null default '',
fill4 char(255) not null default '')
GO
The changes to the stored procedure are to get the minimum and maximum
trial times when checking if it should be profiled. Also, one of three
updates is run, based on if the current trial is the new minimum, new
maximum, or just another trial.
CREATE PROCEDURE timeme AS
DECLARE @debug int
DECLARE @min int
DECLARE @max int
SELECT @debug = enabled, @min = tmin, @max = tmax FROM profile WHERE
id = @@procid
IF @debug = 1
BEGIN
DECLARE @ttime datetime
DECLARE @itime int
SELECT @ttime = GetDate()
END
SELECT * FROM pubs..authors
IF @debug = 1
BEGIN
SELECT @itime = DateDiff(MILLISECOND, @ttime, GetDate())
SELECT @itime
IF @min > @itime
UPDATE profile SET trials = trials + 1, trltime = trltime +
@itime, tmin = @itime, tmint = trials
WHERE id = @@procid
ELSE
IF @max < @itime
UPDATE profile SET trials = trials + 1, trltime = trltime +
@itime, tmax = @itime, tmaxt = trials
WHERE id = @@procid
ELSE
UPDATE profile SET trials = trials + 1, trltime = trltime +
@itime WHERE id = @@procid
END
RETURN
GO
- Profiling individual commands or sections of a stored procedure or
trigger can also be recorded by making the following changes:
The change to the profile table is to add a trial counter and a trial
time column for each additional section or command that needs to be
profiled.
CREATE TABLE profile
(id int primary key,
enabled int not null default 0,
trials int not null default 0,
trltime int not null default 0,
t1 int not null default 0,
t1time int not null default 0,
t2 int not null default 0,
t2time int not null default 0,
fill1 char(255) not null default '',
fill2 char(255) not null default '',
fill3 char(255) not null default '',
fill4 char(255) not null default '')
GO
The following is a sample stored procedure to use as a basis for this
method:
CREATE PROCEDURE timeme AS
SELECT * FROM pubs..authors
SELECT * FROM pubs..titleauthor
SELECT * FROM pubs..titles
RETURN
GO
Assume that you want to know the total time for the procedure, the first
two queries, and only the first query. The following stored procedure is
modified to profile this information:
CREATE PROCEDURE timeme AS
DECLARE @debug int
SELECT @debug = enabled FROM profile WHERE id = @@procid
IF @debug = 1
BEGIN
DECLARE @ttime datetime
DECLARE @t1time datetime
DECLARE @t2time datetime
DECLARE @t1 int
DECLARE @t2 int
SELECT @ttime = GetDate()
END
IF @debug = 1
BEGIN
SELECT @t1time = GetDate()
SELECT @t2time = GetDate()
SELECT * FROM pubs..authors
SELECT @t1 = DateDiff(MILLISECOND, @t1time, GetDate())
END
SELECT * FROM pubs..titleauthor
IF @debug = 1
SELECT @t2 = DateDiff(MILLISECOND, @t2time, GetDate())
SELECT * FROM pubs..titles
IF @debug = 1
UPDATE profile SET trials = trials + 1, trltime = trltime +
DateDiff(MILLISECOND, @ttime, GetDate()), t1time = t1time + @t1,
t1 = t1 + 1, t2time = t2time + @t2, t2 = t2 + 1
WHERE id = @@procid
RETURN
GO
Note that this method can also profile performance of extended stored
procedure calls as well as remote stored procedure calls.
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