Is execution plan cached “better” for stored procedures than for a non-dynamic query?
The answer is also available as a standalone blog article.
In order to find it out, I did some tests. The goal is to have the same parametrized query executed either directly from C# or by calling a stored procedure and to compare the runtime performance.
I started to create a stored procedure which does a sample query using Adventure Works database:
create procedure Demo
@minPrice int
as
begin
set nocount on;
select top 1 [p].[Name], [p].[ProductNumber], [ph].[ListPrice]
from [Production].[Product] p
inner join [Production].[ProductListPriceHistory] ph
on [p].[ProductID] = ph.[ProductID]
and ph.[StartDate] =
(
select top 1 [ph2].[StartDate]
from [Production].[ProductListPriceHistory] ph2
where [ph2].[ProductID] = [p].[ProductID]
order by [ph2].[StartDate] desc
)
where [p].[ListPrice] > @minPrice
end
Then, I use the following piece of code to compare the performances:
long RunQuery(SqlConnection connection, int minPrice)
{
const string Query = @"
select top 1 [p].[Name], [p].[ProductNumber], [ph].[ListPrice]
from [Production].[Product] p
inner join [Production].[ProductListPriceHistory] ph
on [p].[ProductID] = ph.[ProductID]
and ph.[StartDate] =
(
select top 1 [ph2].[StartDate]
from [Production].[ProductListPriceHistory] ph2
where [ph2].[ProductID] = [p].[ProductID]
order by [ph2].[StartDate] desc
)
where [p].[ListPrice] > @minPrice
option (recompile)";
using (var command = new SqlCommand(Query, connection))
{
command.Parameters.AddWithValue("@minPrice", minPrice);
var stopwatch = Stopwatch.StartNew();
command.ExecuteNonQuery();
stopwatch.Stop();
return stopwatch.ElapsedMilliseconds;
}
}
long RunStoredProcedure(SqlConnection connection, int minPrice)
{
using (var command = new SqlCommand("exec Demo @minPrice with recompile", connection))
{
command.Parameters.AddWithValue("@minPrice", minPrice);
var stopwatch = Stopwatch.StartNew();
command.ExecuteNonQuery();
stopwatch.Stop();
return stopwatch.ElapsedMilliseconds;
}
}
ICollection<long> Execute(Func<SqlConnection, int, long> action)
{
using (var connection = new SqlConnection("Server=.;Database=AdventureWorks2014;Trusted_Connection=True;"))
{
connection.Open();
using (var command = new SqlCommand("DBCC FreeProcCache; DBCC DropCleanbuffers;", connection))
{
command.ExecuteNonQuery();
}
return Enumerable.Range(0, 100).Select(i => action(connection, i)).ToList();
}
}
void Main()
{
var queries = Execute(RunQuery);
var storedProcedures = Execute(RunStoredProcedure);
Console.WriteLine("Stored procedures: {0} ms. Details: {1}.", storedProcedures.Sum(), string.Join(", ", storedProcedures));
Console.WriteLine("Queries: {0} ms. Details: {1}.", queries.Sum(), string.Join(", ", queries));
}
Notice option (recompile) and with recompile. This will force SQL Server to discard previously cached execution plans.
Each query is run une hundred times with a different parameter every time. The time spent by the server is measured at client side.
By running DBCC FreeProcCache; DBCC DropCleanbuffers; before gathering metrics, I make sure that all previously cached execution plans are removed.
Running this code gives the following output:
Stored procedures: 786 ms. Details: 12, 7, 7, 9, 7, 7, 9, 8, 8, 6, 8, 9, 8, 8, 14, 8, 7, 8, 7, 10, 10, 7, 9, 6, 9, 8, 8, 7, 7, 10, 8, 7, 7, 6, 7, 8, 8, 7, 7, 7, 14, 8, 8, 8, 7, 9, 8, 8, 7, 6, 6, 12, 7, 7, 8, 7, 8, 7, 8, 6, 7, 7, 7, 12, 8, 6, 6, 7, 8, 7, 8, 8, 7, 11, 8, 7, 8, 8, 7, 9, 8, 9, 10, 8, 7, 7, 8, 8, 7, 9, 7, 6, 9, 7, 6, 9, 8, 6, 6, 6.
Queries: 799 ms. Details: 21, 8, 8, 7, 6, 6, 11, 7, 6, 6, 9, 8, 8, 7, 9, 8, 7, 7, 7, 7, 7, 7, 10, 8, 8, 7, 8, 7, 6, 11, 19, 10, 8, 7, 8, 7, 7, 7, 6, 9, 7, 9, 7, 7, 8, 7, 12, 9, 7, 7, 7, 8, 7, 7, 8, 7, 7, 7, 9, 8, 7, 7, 7, 6, 7, 7, 16, 7, 7, 7, 8, 8, 9, 8, 7, 9, 8, 7, 8, 7, 7, 6, 7, 7, 7, 7, 12, 7, 9, 9, 7, 7, 7, 7, 9, 8, 7, 8, 11, 8.
Let's run it again:
Stored procedures: 763 ms. Details: 11, 8, 10, 8, 8, 14, 10, 6, 7, 7, 6, 7, 7, 9, 6, 6, 6, 8, 6, 6, 7, 6, 8, 7, 16, 8, 7, 8, 9, 7, 7, 8, 7, 7, 11, 10, 7, 6, 7, 8, 7, 7, 7, 7, 7, 7, 10, 9, 9, 7, 6, 7, 6, 7, 7, 6, 6, 6, 6, 6, 10, 9, 10, 7, 6, 6, 6, 6, 6, 8, 7, 6, 6, 7, 8, 9, 7, 8, 7, 10, 7, 7, 7, 6, 7, 6, 7, 11, 13, 8, 7, 10, 9, 8, 8, 7, 8, 7, 7, 7.
Queries: 752 ms. Details: 25, 10, 8, 8, 12, 8, 7, 9, 9, 8, 6, 7, 7, 6, 8, 6, 7, 7, 8, 9, 7, 7, 7, 7, 6, 10, 8, 7, 7, 7, 7, 7, 7, 7, 8, 9, 7, 6, 6, 6, 7, 13, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 10, 7, 7, 8, 9, 8, 7, 6, 6, 7, 7, 9, 7, 8, 6, 9, 7, 7, 8, 7, 6, 6, 7, 7, 7, 7, 6, 7, 7, 8, 7, 7, 6, 7, 9, 8, 7, 7, 7, 7, 6, 7, 6, 6, 9, 7, 7.
It seems that the performance is very close between stored procedures and direct queries. Running the code a dozen times, I notice that stored procedures seem to be slightly fast, but the gap is very narrow. Possibly passing around the whole query creates this additional cost, which may increase if SQL Server is hosted on a dedicated machine with a slow LAN between it and the application server.
Let's now turn execution plan caching on and see what happens. To do this, I remove option (recompile) and with recompile from the code. Here's the new output:
Stored procedures: 26 ms. Details: 23, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.
Queries: 15 ms. Details: 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.
It becomes clear that caching has exactly the same effect for both direct queries and stored procedures. In both cases, it reduces the time to nearly zero milliseconds, and the most expensive query is the first one—the one which runs after the removal of cached execution plans.
Running the same code again shows a similar pattern. Sometimes, queries are faster, and sometimes stored procedures are. But every time, the first query is the most expensive one, and all others are close to zero milliseconds.
Reopening SQL connection
If the SQL connection is opened for every query, such as in this slightly modified code:
long RunQuery(string connectionString, int minPrice)
{
const string Query = @"
select top 1 [p].[Name], [p].[ProductNumber], [ph].[ListPrice]
from [Production].[Product] p
inner join [Production].[ProductListPriceHistory] ph
on [p].[ProductID] = ph.[ProductID]
and ph.[StartDate] =
(
select top 1 [ph2].[StartDate]
from [Production].[ProductListPriceHistory] ph2
where [ph2].[ProductID] = [p].[ProductID]
order by [ph2].[StartDate] desc
)
where [p].[ListPrice] > @minPrice
option (recompile)";
using (var connection = new SqlConnection(connectionString))
{
connection.Open();
using (var command = new SqlCommand(Query, connection))
{
command.Parameters.AddWithValue("@minPrice", minPrice);
var stopwatch = Stopwatch.StartNew();
command.ExecuteNonQuery();
stopwatch.Stop();
return stopwatch.ElapsedMilliseconds;
}
}
}
long RunStoredProcedure(string connectionString, int minPrice)
{
using (var connection = new SqlConnection(connectionString))
{
connection.Open();
using (var command = new SqlCommand("exec Demo @minPrice with recompile", connection))
{
command.Parameters.AddWithValue("@minPrice", minPrice);
var stopwatch = Stopwatch.StartNew();
command.ExecuteNonQuery();
stopwatch.Stop();
return stopwatch.ElapsedMilliseconds;
}
}
}
ICollection<long> Execute(Func<string, int, long> action)
{
var connectionString = "Server=.;Database=AdventureWorks2014;Trusted_Connection=True;";
using (var connection = new SqlConnection(connectionString))
{
connection.Open();
using (var command = new SqlCommand("DBCC FreeProcCache; DBCC DropCleanbuffers;", connection))
{
command.ExecuteNonQuery();
}
}
return Enumerable.Range(0, 100).Select(i => action(connectionString, i)).ToList();
}
void Main()
{
var queries = Execute(RunQuery);
var storedProcedures = Execute(RunStoredProcedure);
Console.WriteLine("Stored procedures: {0} ms. Details: {1}.", storedProcedures.Sum(), string.Join(", ", storedProcedures));
Console.WriteLine("Queries: {0} ms. Details: {1}.", queries.Sum(), string.Join(", ", queries));
}
the observed metrics are very similar:
Stored procedures: 748 ms. Details: 11, 8, 6, 6, 8, 9, 9, 8, 8, 7, 6, 8, 7, 9, 6, 6, 6, 6, 6, 6, 7, 7, 6, 9, 6, 6, 7, 6, 6, 7, 8, 6, 7, 7, 7, 13, 7, 7, 8, 7, 8, 8, 7, 7, 7, 7, 6, 7, 8, 8, 8, 9, 7, 6, 8, 7, 6, 7, 6, 6, 6, 6, 8, 12, 7, 9, 9, 6, 7, 7, 7, 8, 10, 12, 8, 7, 6, 9, 8, 7, 6, 6, 7, 8, 6, 6, 12, 7, 8, 10, 10, 7, 8, 7, 8, 10, 8, 7, 8, 7.
Queries: 761 ms. Details: 31, 9, 7, 6, 6, 8, 7, 7, 7, 7, 7, 6, 8, 7, 6, 6, 7, 10, 8, 10, 9, 7, 7, 7, 7, 10, 13, 7, 10, 7, 6, 6, 6, 8, 7, 7, 7, 7, 7, 7, 7, 9, 7, 7, 7, 6, 6, 6, 9, 7, 7, 7, 7, 7, 6, 8, 10, 7, 7, 7, 7, 7, 7, 7, 8, 6, 10, 10, 7, 8, 8, 7, 7, 7, 7, 7, 6, 6, 7, 6, 8, 7, 7, 7, 7, 7, 7, 7, 8, 7, 8, 7, 9, 7, 6, 6, 12, 10, 7, 6.
with option (recompile) and with recompile and:
Stored procedures: 15 ms. Details: 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.
Queries: 32 ms. Details: 26, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0.
without.
Under the hood
Let's see what happens under the hood. The following query shows cached execution plans:
select usecounts, size_in_bytes, cacheobjtype, objtype, text
from sys.dm_exec_cached_plans
cross apply sys.dm_exec_sql_text(plan_handle)
where cacheobjtype = 'Compiled Plan'
order by usecounts desc
When running this query after executing the stored procedures one hundred times, the result of the query looks like this:
usecounts size_in_bytes cacheobjtype objtype text
----------- ------------- -------------------------------------------------- -------------------- ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
100 90112 Compiled Plan Proc create procedure Demo
@minPrice int
as
begin
set nocount on;
select top 1 [p].[Name], [p].[ProductNumber], [ph].[ListPrice]
from [Production].[Product] p
inner join [Production].[ProductListPriceHistory] ph
on [p].[ProductID] = ph.[Product
100 16384 Compiled Plan Prepared (@minPrice int)exec Demo @minPrice --with recompile
1 49152 Compiled Plan Adhoc --DBCC FreeProcCache
--DBCC DropCleanbuffers
select usecounts, size_in_bytes, cacheobjtype, objtype, text
from sys.dm_exec_cached_plans
cross apply sys.dm_exec_sql_text(plan_handle)
where cacheobjtype = 'Compiled Plan'
order by usecounts desc
(3 row(s) affected)
When running the query directly one hundred times, the result is:
usecounts size_in_bytes cacheobjtype objtype text
----------- ------------- -------------------------------------------------- -------------------- ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
100 73728 Compiled Plan Prepared (@minPrice int)
select top 1 [p].[Name], [p].[ProductNumber], [ph].[ListPrice]
from [Production].[Product] p
inner join [Production].[ProductListPriceHistory] ph
on [p].[ProductID] = ph.[ProductID]
and ph.[StartDate] =
(
select top 1 [ph2].[
1 49152 Compiled Plan Adhoc --DBCC FreeProcCache
--DBCC DropCleanbuffers
select usecounts, size_in_bytes, cacheobjtype, objtype, text
from sys.dm_exec_cached_plans
cross apply sys.dm_exec_sql_text(plan_handle)
where cacheobjtype = 'Compiled Plan'
order by usecounts desc
(2 row(s) affected)
Conclusion
The execution plan is cached for stored procedures and direct queries.
The performance between stored procedures and direct queries is very similar when the SQL Server and the application are hosted on the same machine. When SQL Server is hosted on a dedicated server accessed through LAN, using stored procedures may result in better performance.