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T-SQL Optimization
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Problem
If the answer is 'No', I'm OK with that...
I'm looking to see if this can be optimized any...it's part of a much larger stored proc.
Logical reads from actual execution plan: 1,566,473
Source table raw data 32 million+ records
Estimated rows: 640K, actual 55K, before the Group By kicks in
Implicit conversion warnings on
Execution time roughly 7.5 seconds, doing a Non-Clustered Index Seek:
End result set is 114 rows (for this
Performance is roughly the same in Prod on significantly better hardware than the Dev box. This is only going to get worse over time, as its pulling everything older than the current month, to populate a history chart in a UI.
What other info can I provide?
Paste the plan
The index being used currently:
I'm looking to see if this can be optimized any...it's part of a much larger stored proc.
CGCode is varchar(50), Year and Month are smallint, FEIN is char(9)select max(id)
from Table
where 1=1
and cgcode = 123
and datefromparts(cast(year as char(4)),cast(month as char(2)),'01') 0
group by cgcode, year, month, feinLogical reads from actual execution plan: 1,566,473
Source table raw data 32 million+ records
Estimated rows: 640K, actual 55K, before the Group By kicks in
Implicit conversion warnings on
Year/Month/CGCode (comes in as bigint)Execution time roughly 7.5 seconds, doing a Non-Clustered Index Seek:
End result set is 114 rows (for this
CGCode we test with...others vary)Performance is roughly the same in Prod on significantly better hardware than the Dev box. This is only going to get worse over time, as its pulling everything older than the current month, to populate a history chart in a UI.
What other info can I provide?
Paste the plan
The index being used currently:
CREATE NONCLUSTERED INDEX [COIX_Table_TotalCount] ON [dbo].[Table]
(
[TotalCount] ASC
)
INCLUDE ( [ID],
[CGCode],
[Year],
[Month],
[FEIN])
WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, SORT_IN_TEMPDB = OFF, DROP_EXISTING = OFF,
ONLINE = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
GOCGCode limits the data most...281 values. year is only 3-4 years worth of data, month only 12 options there of course. TotalCount is a bigint, 17K distinct values across 32 million records. No idea what the purpose of the TotalCount column is.Solution
First of all, I would rewrite this condition. As it is, it can't use any index effectively.:
Rewrite it so there is no functions or calculations applied to the columns:
The rewrite would allow an index on
Next, if
datefromparts(cast(year as char(4)),cast(month as char(2)),'01') < getdate()Rewrite it so there is no functions or calculations applied to the columns:
( year < year(getdate())
or year = year(getdate()) and month <= month(getdate())
)The rewrite would allow an index on
(cgcode, year, month) to be used - or even better a (cgcode, year, month, fein) one, considering the GROUP BY parts.Next, if
totalcount is always part of the WHERE clause or thee specific totalcount > 0 condition is always used, you might squeeze even more efficiency by adding it to the INCLUDE part or with a more targeted, filtered index:-- option A
index (cgcode, year, month, fein, id)
include (totalcount)
-- option B
index (cgcode, year, month, fein, id)
where (totalcount > 0)Code Snippets
datefromparts(cast(year as char(4)),cast(month as char(2)),'01') < getdate()( year < year(getdate())
or year = year(getdate()) and month <= month(getdate())
)-- option A
index (cgcode, year, month, fein, id)
include (totalcount)
-- option B
index (cgcode, year, month, fein, id)
where (totalcount > 0)Context
StackExchange Database Administrators Q#176296, answer score: 8
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