Scenario 1: Selecting all columns
So we are going to select all columns and you have a non-clustered index on the ProductID column.--Query 1 : OR
SELECT * FROM Sales.SalesOrderDetail
WHERE ProductID = 714 OR ProductID =709
OR ProductID =998 OR ProductID =875
OR ProductID =976 OR ProductID =874
--Query 2 : UNION
SELECT * FROM Sales.SalesOrderDetail
WHERE ProductID = 714
UNION
SELECT * FROM Sales.SalesOrderDetail
WHERE ProductID = 709
UNION
SELECT * FROM Sales.SalesOrderDetail
WHERE ProductID = 998
UNION
SELECT * FROM Sales.SalesOrderDetail
WHERE ProductID = 875
UNION
SELECT * FROM Sales.SalesOrderDetail
WHERE ProductID = 976
UNION
SELECT * FROM Sales.SalesOrderDetail
WHERE ProductID = 874
So query 1 is using OR and the later is using UNION.
Let us analyze the execution plans for these queries.Query 1
Query 2
As expected Query 1 will use Clustered Index Scan but Query 2, uses all sorts of things. In this case, since it is using multiple CPUs you might have CX_PACKET waits as well.
Let’s look at the profiler results for these two queries:
|
CPU
|
Reads
|
Duration
|
Row Counts
|
|
|
OR
|
78
|
1252
|
389
|
3854
|
|
UNION
|
250
|
7495
|
660
|
3854
|
Scenario 2: Non-Clustered and Clustered Index Columns only
--Query 1 : OR
SELECT ProductID,SalesOrderID, SalesOrderDetailID FROM Sales.SalesOrderDetail
WHERE ProductID = 714 OR ProductID =709
OR ProductID =998 OR ProductID =875
OR ProductID =976 OR ProductID =874
GO
--Query 2 : UNION
SELECT ProductID,SalesOrderID, SalesOrderDetailID FROM Sales.SalesOrderDetail
WHERE ProductID = 714
UNION
SELECT ProductID,SalesOrderID, SalesOrderDetailID FROM Sales.SalesOrderDetail
WHERE ProductID = 709
UNION
SELECT ProductID,SalesOrderID, SalesOrderDetailID FROM Sales.SalesOrderDetail
WHERE ProductID = 998
UNION
SELECT ProductID,SalesOrderID, SalesOrderDetailID FROM Sales.SalesOrderDetail
WHERE ProductID = 875
UNION
SELECT ProductID,SalesOrderID, SalesOrderDetailID FROM Sales.SalesOrderDetail
WHERE ProductID = 976
UNION
SELECT ProductID,SalesOrderID, SalesOrderDetailID FROM Sales.SalesOrderDetail
WHERE ProductID = 874
GO
So this time, we will be selecting only index columns, which
means these queries will avoid a data page lookup.
As in the previous case we will analyze the execution plans:Query 1
Query 2
Again, Query 2 is more complex than Query 1. Let us look at the profile analysis:
|
CPU
|
Reads
|
Duration
|
Row
Counts
|
|
|
OR
|
0
|
24
|
208
|
3854
|
|
UNION
|
0
|
38
|
193
|
3854
|
Scenario 3: Selecting all columns for different fields
Up to now, we were using only one column (ProductID) in the where clause. What if we have two columns for where clauses and let us assume both are covered by non-clustered indexes?--Query 1 : OR
SELECT *
FROM Sales.SalesOrderDetail
WHERE ProductID = 714
OR CarrierTrackingNumber LIKE 'D0B8%'
--Query 2 : UNION
SELECT *
FROM Sales.SalesOrderDetail
WHERE ProductID = 714
UNION
SELECT *
FROM Sales.SalesOrderDetail
WHERE CarrierTrackingNumber
LIKE 'D0B8%'
Query 1
Query 2:
As we can see, the query plan for the second query has improved. Let us see the profiler results.
|
CPU
|
Reads
|
Duration
|
Row
Counts
|
|
|
OR
|
47
|
1278
|
443
|
1228
|
|
UNION
|
31
|
1334
|
400
|
1228
|
Scenario 4: Selecting Clustered index columns for different fields
Now let us go only with clustered indexes:--Query 1 : OR
SELECT *
FROM Sales.SalesOrderDetail
WHERE ProductID = 714
OR CarrierTrackingNumber LIKE 'D0B8%'
--Query 2 : UNION
SELECT *
FROM Sales.SalesOrderDetail
WHERE ProductID = 714
UNION
SELECT *
FROM Sales.SalesOrderDetail
WHERE CarrierTrackingNumber
LIKE 'D0B8%'
Query 1Query 2
Now both execution plans are almost identical except is an additional Stream Aggregate is used in the first query. This means UNION has advantage over OR in this scenario. Let us see profiler results for these queries again.
|
CPU
|
Reads
|
Duration
|
Row
Counts
|
|
|
OR
|
0
|
319
|
366
|
1228
|
|
UNION
|
0
|
50
|
193
|
1228
|
Conclusion
Using UNION or OR depends on the scenario you are faced with. So you need to do your analyzing before selecting the appropriate method. Also, above the four scenarios are not all an exhaustive list of scenarios, I selected those for the broad description purposes only.By Dinesh Asanka
reference: http://www.sql-server-performance.com/2011/union-or-sql-server-queries/
No comments:
Post a Comment