Improving Query Performance in SQL Server
Dean Smith
Founder, Atamai Analytics
Page 1
| ALFKI | Alfreds Futterkiste | Maria Anders | Sales Representative | …
| ANATR | Ana Trujillo Emparedados y helados | Ana Trujillo | Owner | …
| ANTON | Antonio Moreno Taqueria | Antonio Moreno | Owner | …
| AROUT | Around the Horn | Thomas Hardy | Sales Representative | …
| BERGS | Berglunds snabbkop | Christina Berglund | Order Administrator | …
| BLAUS | Blauer See Delikatessen | Hanna Moos | Sales Representative | …
| BLONP | Blondesddsl pere et fils | Frederique Citeaux | Marketing Manager | …
Page 2
| BOLID | Bolido Comidas preparadas | Martin Sommer | Owner | …
| BONAP | Bon app | Laurence Lebihan | Owner | …
| BOTTM | Bottom-Dollar Markets | Elizabeth Lincoln | Accounting Manager | …
| BSBEV | B s Beverages | Victoria Ashworth | Sales Representative | …
| CACTU | Cactus Comidas para llevar | Patricio Simpson | Sales Agent | …
| CENTC | Centro comercial Moctezuma | Francisco Chang | Marketing Manager | …
| CHOPS | Chop-suey Chinese | Yang Wang | Owner | …
Page 3
| COMMI | Comercio Mineiro | Pedro Afonso | Sales Associate | …
| CONSH | Consolidated Holdings | Elizabeth Brown | Sales Representative | …
| DRACD | Drachenblut Delikatessen | Sven Ottlieb | Order Administrator | …
| DUMON | Du monde entier | Janine Labrune | Owner | …
| EASTC | Eastern Connection | Ann Devon | Sales Agent | …
| ERNSH | Ernst Handel | Roland Mendel | Sales Manager | …
| FAMIA | Familia Arquibaldo | Aria Cruz | Marketing Assistant | …
Page 4
| FISSA | FISSA Fabrica Inter. Salchichas S.A. | Diego Roel | Accounting Manager | …
| FOLIG | Folies gourmandes | Martine Rance | Assistant Sales Agent | …
| FOLKO | Folk och fa HB | Maria Larsson | Owner | …
| FRANK | Frankenversand | Peter Franken | Marketing Manager | …
| FRANR | France restauration | Carine Schmitt | Marketing Manager | …
| FRANS | Franchi S.p.A. | Paolo Accorti | Sales Representative | …
| FURIB | Furia Bacalhau e Frutos do Mar | Lino Rodriguez | Sales Manager | …
SET STATISTICS IO ON
SELECT UNStatisticalRegion,
CountryName,
Capital
FROM Nations
WHERE Capital IN
(SELECT CityName
FROM Cities)
AND Capital IN
(SELECT CityName
FROM Cities
WHERE Pop2017 > 1000000);
(88 rows affected)
Table 'Worktable'. Scan count 1, logical reads 104568, physical reads 0, read-ahead reads 0, lob logical reads 0, ...
Table 'Cities'. Scan count 2, logical reads 548, physical reads 0, read-ahead reads 281, lob logical reads 0, lob physical reads 0, ...
Table 'Nations'. Scan count 1, logical reads 3, physical reads 1, read-ahead reads 0, lob logical reads 0, lob physical reads 0, ...
(88 rows affected)
Table 'Cities'. ... , logical reads 548, ... , ...
Table 'Nations'. ... , logical reads 3, ... , ...
logical reads: number of 8 kilobyte pages read per table
SELECT UNStatisticalRegion,
CountryName,
Capital,
(SELECT MAX(Magnitude)
FROM Earthquakes e
WHERE n.Capital = e.NearestPop
AND n.Code2 = e.Country) MaxMagnitude
FROM Nations n
WHERE Capital IN
(SELECT NearestPop
FROM Earthquakes e
WHERE n.Capital = e.NearestPop
AND n.Code2 = e.Country)
AND Capital IN
(SELECT NearestPop
FROM Earthquakes
WHERE Magnitude >= 7.5);
SELECT UNStatisticalRegion,
CountryName,
Capital,
(SELECT MAX(Magnitude) -- 1st sub-query
FROM Earthquakes e
WHERE n.Capital = e.NearestPop
AND n.Code2 = e.Country) MaxMagnitude
FROM Nations n
WHERE Capital IN
(SELECT NearestPop
FROM Earthquakes e
WHERE n.Capital = e.NearestPop
AND n.Code2 = e.Country)
AND Capital IN
(SELECT NearestPop
FROM Earthquakes
WHERE Magnitude >= 7.5);
SELECT UNStatisticalRegion,
CountryName,
Capital,
(SELECT MAX(Magnitude) -- 1st sub-query
FROM Earthquakes e
WHERE n.Capital = e.NearestPop
AND n.Code2 = e.Country) MaxMagnitude
FROM Nations n
WHERE Capital IN
(SELECT NearestPop -- 2nd sub-query
FROM Earthquakes e
WHERE n.Capital = e.NearestPop
AND n.Code2 = e.Country)
AND Capital IN
(SELECT NearestPop
FROM Earthquakes
WHERE Magnitude >= 7.5);
SELECT UNStatisticalRegion,
CountryName,
Capital,
(SELECT MAX(Magnitude) -- 1st sub-query
FROM Earthquakes e
WHERE n.Capital = e.NearestPop
AND n.Code2 = e.Country) MaxMagnitude
FROM Nations n
WHERE Capital IN
(SELECT NearestPop -- 2nd sub-query
FROM Earthquakes e
WHERE n.Capital = e.NearestPop
AND n.Code2 = e.Country)
AND Capital IN
(SELECT NearestPop -- 3rd sub-query
FROM Earthquakes
WHERE Magnitude >= 7.5);
SET STATISTICS IO ON
SELECT UNStatisticalRegion,
CountryName,
Capital,
(SELECT MAX(Magnitude) -- 1st sub-query
FROM Earthquakes e
WHERE n.Capital = e.NearestPop
AND n.Code2 = e.Country) MaxMagnitude
FROM Nations n
WHERE Capital IN
(SELECT NearestPop -- 2nd sub-query
FROM Earthquakes e
WHERE n.Capital = e.NearestPop
AND n.Code2 = e.Country)
AND Capital IN
(SELECT NearestPop -- 3rd sub-query
FROM Earthquakes
WHERE Magnitude >= 7.5);
Table 'Earthquakes'. ..., logical reads 54, ...
'Nations'. ..., logical reads 3, ...
SELECT n.UNStatisticalRegion,
n.CountryName,
n.Capital,
MAX(e.Magnitude)
FROM Nations n
INNER JOIN Earthquakes e
ON n.Capital = e.NearestPop
AND n.Code2 = e.Country
WHERE e.Magnitude >=7.5
GROUP BY n.UNStatisticalRegion,
n.CountryName,
n.Capital
SELECT n.UNStatisticalRegion,
n.CountryName,
n.Capital,
MAX(e.Magnitude)
FROM Nations n
INNER JOIN Earthquakes e
ON n.Capital = e.NearestPop
AND n.Code2 = e.Country
WHERE e.Magnitude >=7.5
GROUP BY n.UNStatisticalRegion,
n.CountryName,
n.Capital
SET STATISTICS IO OFF
Table 'Earthquakes'. ..., logical reads 18, ...
'Nations'. ..., logical reads 3, ...
Table 'Earthquakes'. ..., logical reads 54, ...
'Nations'. ..., logical reads 3, ...
SQL Server parse and compile time:
CPU time = 29 ms, elapsed time = 29 ms.
INNER JOIN
Table 'Earthquakes'. ..., logical reads 18, ...
'Nations'. ..., logical reads 3, ...
SQL Server Execution Times:
CPU time = 0 ms, elapsed time = 3 ms.
Improving Query Performance in SQL Server