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INSERTs with sequential GUID key on clustered index not significantly faster

开发者 https://www.devze.com 2023-03-05 21:56 出处:网络
In SQL Server 2008 I have tried to reproduce the results from the experiments on clustered index on sequential vs. non-sequential GUID keys seen here

In SQL Server 2008 I have tried to reproduce the results from the experiments on clustered index on sequential vs. non-sequential GUID keys seen here http://sqlblog.com/blogs/denis_gobo/archive/2009/02/05/11743.aspx but I do not experience the significant speedup for insertions that I would expect (and the author experiences). The page utilization is clearly improved with the sequential GUID, but for some reasons, inserting 10,000 rows is only around 100 ms faster (out of 10,300 ms).

I use the following code:

CREATE TABLE TestGuid1 (Id UNIQUEIDENTIFIER not null DEFAULT newid(),
SomeDate DATETIME, batchNumber BIGINT)

CREATE TABLE TestGuid2 (Id UNIQUEIDENTIFIER not null DEFAULT newsequentialid(),
SomeDate DATETIME, batchNumber BIGINT)

CREATE CLUSTERED INDEX ix_id1 ON TestGuid1(id)
CREATE CLUSTERED INDEX ix_id2 ON TestGuid2(id)

go

SET NOCOUNT ON
INSERT TestGuid1 (SomeDate,batchNumber) VALUES (GETDATE(),3)
go 10000

SET NOCOUNT ON
INSERT TestGuid2 (SomeDate,batchNumber) VALUES (GETDATE(),3)
go 10000

DBCC showcontig ('TestGuid1') WITH tableresults
DBCC showcontig ('TestGuid2')  WITH tableresults

SELECT batchNumber,DATEDIFF(ms,MIN(SomeDate),MAX(SomeDate))
FROM TestGuid1
GROUP BY batchNumber

SELECT batchNumber,DATEDIFF(ms,MIN(SomeDate),MAX(SomeDate))
FROM TestGuid2
GROUP BY batchNumber

Can anyone explain why I do not experience a more significant speedup for insertions on TestGuid2?

Follow-up: As requested in the thread below, I have expanded the test: the test results tend to vary significantly over time, so now the experiments are repeated N times, and the total and average time usage reported. I have also added a third test, namely for primary keys on sequential integer columns. This should be the fastest and most compact of all three methods as the integer type is smaller and IDENTITY(1,1) is (or at least should be) fast. At least by my intuition. The average execution time is now to the benefit of the sequential GUID, but surprisingly insertions in the third experiment (with sequential integer keys) is slower than sequential GUIDs. I have no explanation of this. Here is the code for the new experiments:

SET NOCOUNT ON

CREATE TABLE TestGuid1 (Id UNIQUEIDENTIFIER NOT NULL DEFAULT NEWID() PRIMARY KEY,
SomeDate DATETIME, batchNumber BIGINT, FILLER CHAR(100))

CREATE TABLE TestGuid2 (Id UNIQUEIDENTIFIER NOT NULL DEFAULT NEWSEQUENTIALID() PRIMARY KEY,
SomeDate DATETIME, batchNumber BIGINT, FILLER CHAR(100))

CREATE TABLE TestInt (Id Int NOT NULL identity(1,1) PRIMARY KEY,
SomeDate DATETIME, batchNumber BIGINT, FILLER CHAR(100))

DECLARE @BatchCounter INT = 1
DECLARE @Numrows INT = 100000


WHILE (@BatchCo开发者_JAVA技巧unter <= 20)
BEGIN 
BEGIN TRAN

DECLARE @LocalCounter INT = 0

    WHILE (@LocalCounter <= @NumRows)
    BEGIN
    INSERT TestGuid1 (SomeDate,batchNumber) VALUES (GETDATE(),@BatchCounter)
    SET @LocalCounter +=1
    END

SET @LocalCounter = 0

    WHILE (@LocalCounter <= @NumRows)
    BEGIN
    INSERT TestGuid2 (SomeDate,batchNumber) VALUES (GETDATE(),@BatchCounter)
    SET @LocalCounter +=1
    END

SET @LocalCounter = 0

    WHILE (@LocalCounter <= @NumRows)
    BEGIN
    INSERT TestInt (SomeDate,batchNumber) VALUES (GETDATE(),@BatchCounter)
    SET @LocalCounter +=1
    END

SET @BatchCounter +=1
COMMIT 
END

DBCC showcontig ('TestGuid1') WITH tableresults
DBCC showcontig ('TestGuid2')  WITH tableresults
DBCC showcontig ('TestInt')  WITH tableresults

SELECT batchNumber,DATEDIFF(ms,MIN(SomeDate),MAX(SomeDate)) AS [NEWID()]
FROM TestGuid1
GROUP BY batchNumber

SELECT batchNumber,DATEDIFF(ms,MIN(SomeDate),MAX(SomeDate)) AS [NEWSEQUENTIALID()]
FROM TestGuid2
GROUP BY batchNumber

SELECT batchNumber,DATEDIFF(ms,MIN(SomeDate),MAX(SomeDate)) AS [IDENTITY()]
FROM TestInt
GROUP BY batchNumber

DROP TABLE TestGuid1
DROP TABLE TestGuid2
DROP TABLE TestInt

And the average execution times:

NEWID()            3064
NEWSEQUENTIALID()  1977
IDENTITY()         2223

The page usage is as follows:

Table          Pages  AveragePageDensity
----------------------------------------
TestGuid1      50871  68,4
TestGuid2      35089  99,2
TestInt        32259  98,7

I fail to see, why these page statistics (which are best for TestInt) doesn't imply that experiment three is fastest.


Can you try this modified script and post your results?

    SET NOCOUNT ON

    CREATE TABLE TestGuid1 (Id UNIQUEIDENTIFIER NOT NULL DEFAULT NEWID() PRIMARY KEY,
    SomeDate DATETIME, batchNumber BIGINT, FILLER CHAR(100))

    CREATE TABLE TestGuid2 (Id UNIQUEIDENTIFIER NOT NULL DEFAULT NEWSEQUENTIALID() PRIMARY KEY,
    SomeDate DATETIME, batchNumber BIGINT, FILLER CHAR(100))

    DECLARE @BatchCounter INT = 1

    WHILE (@BatchCounter <= 20)
    BEGIN 
    BEGIN TRAN

    DECLARE @LocalCounter INT = 0

        WHILE (@LocalCounter <= 100000)
        BEGIN
        INSERT TestGuid1 (SomeDate,batchNumber) VALUES (GETDATE(),@BatchCounter)
        SET @LocalCounter +=1
        END

    SET @LocalCounter = 0

        WHILE (@LocalCounter <= 100000)
        BEGIN
        INSERT TestGuid2 (SomeDate,batchNumber) VALUES (GETDATE(),@BatchCounter)
        SET @LocalCounter +=1
        END

    SET @BatchCounter +=1
    COMMIT 
    END

    DBCC showcontig ('TestGuid1') WITH tableresults
    DBCC showcontig ('TestGuid2')  WITH tableresults

    SELECT batchNumber,DATEDIFF(ms,MIN(SomeDate),MAX(SomeDate)) AS [NEWID()]
    FROM TestGuid1
    GROUP BY batchNumber

    SELECT batchNumber,DATEDIFF(ms,MIN(SomeDate),MAX(SomeDate)) AS [NEWSEQUENTIALID()]
    FROM TestGuid2
    GROUP BY batchNumber

DROP TABLE TestGuid1
DROP TABLE TestGuid2

I see quite wildly varying results between individual runs (on my laptop not a server!) but a definite trend for sequential to be faster.

NEWID() Average 5168.9

batchNumber          NEWID()
-------------------- -----------
1                    4270
2                    2480
3                    2706
4                    3333
5                    7480
6                    5346
7                    4306
8                    7713
9                    7313
10                   4760
11                   4680
12                   4113
13                   3433
14                   2686
15                   4963
16                   8040
17                   5313
18                   8160
19                   9533
20                   2750

NEWSEQUENTIALID() Average 3000.85

batchNumber          NEWSEQUENTIALID()
-------------------- -----------------
1                    2016
2                    1820
3                    1886
4                    1870
5                    4873
6                    3473
7                    3730
8                    3690
9                    1983
10                   2020
11                   1906
12                   5596
13                   2100
14                   1950
15                   2096
16                   1876
17                   5196
18                   2110
19                   2113
20                   7713


Since I wrote that original blog post, I decided to run your code, here is what I get

3   8726  -- newid()
3   12550 -- newsequantialID 

Remember I am running this on a server with 32 GB of RAM and 8 procs, not on a laptop

on my local machine, I almost see no difference between the two

Remember, besides inserts, reads will be much slower because the table is fragmented

Here is what I get when running Martin's script on the server

batchNumber NEWID()
17  1696
19  1706
14  1680
16  1706
5   1660
6   1890
7   1650
8   1663
13  1673
15  1683
2   1656
9   1673
20  1750
1   2033
3   1673
10  1673
12  1670
4   1650
11  1690
18  1696

batchNumber NEWSEQUENTIALID()
2   1276
9   1260
20  1290
13  1266
15  1280
17  1266
19  1266
5   1260
6   1266
7   1260
8   1260
1   1243
3   1256
10  1270
12  1263
14  1266
16  1276
4   1256
11  1270
18  1270

Here is what happens on my desktop, files are not sized BTW

batchNumber NEWID()
1   9470
2   4446
3   5996
4   3860
5   4170
6   2403
7   3283
8   3573
9   1883
10  3980
11  2580
12  2780
13  1643
14  2836
15  3250
16  4303
17  3250
18  3376
19  8723
20  2616

batchNumber NEWSEQUENTIALID()
1   2566
2   1336
3   1256
4   3123
5   3023
6   1166
7   2396
8   1180
9   2386
10  3896
11  3790
12  3066
13  1396
14  2010
15  1183
16  3110
17  4060
18  4260
19  1896
20  2013
0

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