在執行 SQL 陳述式的 Performance Tuning 時,CPU 使用時間、Disk IO 使用量等 是 觀察 重點。
請參考這篇: [SQL Server] sys.dm_exec_query_stats: Get performance statistics from cached plan, 觀察 Plan Cache 中的效能統計資訊 。
還可以觀察由 Execution Plan 所提供的 SubTreeCost (子樹成本)。
但要提醒的是: SubTreeCost 有時會有不精確的問題,例如:Parameter Sniffing 等,我們將在後續主題討論。
本文利用 DMV 取得 Plan Cache 內的 SubTreeCost, CompileTime, CompileMemory, Execution Count, RetrievedFromCache 等資訊。
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-- Get execution plan for cached query: Execution Count, Plan Recompile, Query Plan, CompileTime, CompileMemory, SubTreeCost, etc. SELECT TOP 10 st.text [TSQL], DB_NAME(st.dbid) [DB], TRY_CAST(qp.query_plan.value('declare namespace ns="http://schemas.microsoft.com/sqlserver/2004/07/showplan"; (/ns:ShowPlanXML/ns:BatchSequence/ns:Batch/ns:Statements/ns:StmtSimple/@StatementSubTreeCost)[1]', 'float') AS decimal(38,7)) StatementSubTreeCost, qp.query_plan.value('declare namespace ns="http://schemas.microsoft.com/sqlserver/2004/07/showplan"; (/ns:ShowPlanXML/ns:BatchSequence/ns:Batch/ns:Statements/ns:StmtSimple/ns:QueryPlan/@CompileTime)[1]', 'int') [CompileTime(ms)], qp.query_plan.value('declare namespace ns="http://schemas.microsoft.com/sqlserver/2004/07/showplan"; (/ns:ShowPlanXML/ns:BatchSequence/ns:Batch/ns:Statements/ns:StmtSimple/ns:QueryPlan/@CompileCPU)[1]', 'int') [CompileCPU(ms)], qp.query_plan.value('declare namespace ns="http://schemas.microsoft.com/sqlserver/2004/07/showplan"; (/ns:ShowPlanXML/ns:BatchSequence/ns:Batch/ns:Statements/ns:StmtSimple/ns:QueryPlan/@CompileMemory)[1]', 'int') [CompileMemory(KB)], qp.query_plan.value('declare namespace ns="http://schemas.microsoft.com/sqlserver/2004/07/showplan"; (/ns:ShowPlanXML/ns:BatchSequence/ns:Batch/ns:Statements/ns:StmtSimple/@RetrievedFromCache)[1]', 'nvarchar(50)') [RetrievedFromCache], cp.usecounts [ExecutionCount], cp.size_in_bytes/1024.0 [PlanSize(KB)], cp.cacheobjtype [CacheObject], cp.objtype [ObjType], qs.plan_generation_num [PlanRecompile], qp.query_plan [QueryPlan], cp.plan_handle FROM sys.dm_exec_cached_plans cp INNER JOIN sys.dm_exec_query_stats qs ON cp.plan_handle = qs.plan_handle CROSS APPLY sys.dm_exec_sql_text(cp.plan_handle) st CROSS APPLY sys.dm_exec_query_plan(cp.plan_handle) qp WHERE st.dbid = DB_ID('AdventureWorks2014') -- CHARINDEX ('Products', st.text) >0 -- st.text LIKE '%xxx%' ORDER BY StatementSubTreeCost DESC;
Get execution plan from DMV: SubTreeCost, CompileTime, CompileMemory, Execution Count, Plan Recompile
01. 執行以下的 Adhoc Query:
-- figure 01_Adhoc_Query
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02. 使用 DMV: sys.dm_exec_query_stats 觀察 Plan Cache
- Execution Plan, Execution Count, Plan Recompile, Query Plan, etc.
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-- figure 03_Get execution plan for cached query_Execution Count, Plan Recompile, Query Plan, etc.
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-- Get execution plan for cached query: Execution Count, Plan Recompile, Query Plan, etc. SELECT TOP 10 st.text [TSQL], DB_NAME(st.dbid) [DB], cp.usecounts [ExecutionCount], cp.size_in_bytes/1024.0 [PlanSize(KB)], cp.cacheobjtype [CacheObject], cp.objtype [ObjType], qs.plan_generation_num [PlanRecompile], qp.query_plan [QueryPlan], cp.plan_handle FROM sys.dm_exec_cached_plans cp INNER JOIN sys.dm_exec_query_stats qs ON cp.plan_handle = qs.plan_handle CROSS APPLY sys.dm_exec_sql_text(cp.plan_handle) st CROSS APPLY sys.dm_exec_query_plan(cp.plan_handle) qp WHERE st.dbid = DB_ID('AdventureWorks2014') -- CHARINDEX ('Products', st.text) >0 -- st.text LIKE '%xxx%' ORDER BY [ExecutionCount] DESC;
使用 XQuery 由 query_plan 取得 SubTreeCost
01. 使用 DMV: sys.dm_exec_query_stats 觀察 Plan Cache
- SubTreeCost, CompileTime(ms), CompileCPU(ms),
- CompileMemory(KB), RetrievedFromCache, ExecutionCount, PlanRecompile, etc.
-- figure 04_Get execution plan for cached query_Execution Count, Plan Recompile, Query Plan, CompileTime, CompileMemory, SubTreeCost, etc.
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- 當 StateProvinceID = 32,SubTreeCost 是 0.0065704
-- figure 05_Get execution plan for cached query_Execution Count, Plan Recompile, Query Plan, CompileTime, CompileMemory, SubTreeCost, etc.
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02. 觀察 SSMS GUI 的 Execution Plan 之 Properties 視窗。
- 當 StateProvinceID = 32,SubTreeCost 是 0.0065704
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在撰寫 XQuery 時,要留意資料類型
01. 遇到一段特別 SubTreeCost 的 SQL 陳述式
-- figure 61_Special_SubTreeCost
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- SubTreeCost 是 0.0000012
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02. 觀察 XML 格式的 Execution Plan
- StatementSubTreeCost="1.157E-06"
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03. 正確顯示,與 GUI 介面的 Execution Plan,能顯示出一致的數值:0.0000012。
- XQuery 使用資料類型 float ,再使用 TRY_CAST 轉型為 decimal(38,7)
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清空 Cache
請勿於 Production 環境執行
-- figure 301_Remove_Cache
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範例程式碼
20171223_Get_execution_plan_from_DMV
https://drive.google.com/drive/folders/0B9PQZW3M2F40OTk3YjI2NTEtNjUxZS00MjNjLWFkYWItMzg4ZDhhMGIwMTZl?usp=sharing
[SQL Server] sys.dm_exec_query_stats: Get performance statistics from cached plan, 觀察 Plan Cache 中的效能統計資訊
http://sharedderrick.blogspot.tw/2017/12/sql-server-sysdmexecquerystats-get.html
[SQL Server] Look at parameter from execution plan, 查看 執行計畫 所使用的參數
http://sharedderrick.blogspot.tw/2017/12/sql-server-look-at-parameter-from.html
[SQL Server] Look at Execution Plan and index: use Index Hint, WITH(FORCESEEK), Missing Index
http://sharedderrick.blogspot.tw/2017/12/sql-server-look-at-execution-plan-and.html
Display and Save Execution Plans
https://docs.microsoft.com/en-us/sql/relational-databases/performance/display-and-save-execution-plans
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