为什么DELETE查询以一种格式运行的时间要长于另一种格式？

我有特定的清理代码，试图删除一些重复项。

它可以在许多客户站点上完美运行。日志告诉我，此查询至少消耗1秒到45秒：

DELETE FROM [tbl]
WHERE [Id] NOT IN
(
    SELECT MIN([Id])
    FROM [tbl]
    GROUP BY [IdProject], [IdRepresentative], [TimeStart]
) 

但是我有一个客户，该查询运行了4个多小时（到现在为止还没有结束）！我检查了数据库（DBCC CHECKDB），我已经更新了统计信息（sp_updatestats），也UPDATE STATISTICS [tbl] WITH FULLSCAN没有显示任何更改。

我有客户的数据库原始备份。我在SQL Server 14.0.2002.14上运行它。我有标准版，客户使用Express Edition。

我可以在活动监视器中看到没有其他人正在使用该数据库。无需等待，CPU使用率达到25％（恰好是我4个CPU中的1个）。同样在这个测试用例中，没有其他人正在使用数据库。

我重新设计了查询并检查了以下语句：

DELETE FROM [tbl]
FROM [tbl] AS t
LEFT OUTER JOIN 
    (
        SELECT MIN([Id]) AS [IdMin]
        FROM [tbl]
        GROUP BY [IdProject], [IdRepresentative], [TimeStart]
    ) AS d ON d.[IdMin]=t.[Id]
WHERE d.[IdMin] IS NULL

该语句仅在1-4秒内在同一数据库上执行。

我可以使用表或SQL DB来加快速度吗？

对我来说，这似乎是数据库状况/ SQL Server版本的特定问题。我们从未在其他100个站点上看到这种行为。

问题不在于讨论DELETE具有JOIN风格的第二个更好。我知道这个。但是我们目前还在生产中使用此其他代码，我无法即时更改它，但我想让客户满意。

Id不可为空。它是一个主要的集群ID。创建索引不是一种选择。因为我无法影响当前正在运行的系统。某些事物在物理上必须有所不同。

绝对没有锁！我只是使用一台独立的机器来备份数据库。我只是在管理工作室中执行了这条语句。

该查询计划

输出sp_whoisactive

00 00:03:46.523;54;<?query -- DELETE FROM [tblSchedTimeline] WHERE [Id] NOT IN  (       SELECT MIN([Id])        FROM [tblSchedTimeline]         GROUP BY [IdProject], [IdRepresentative], [TimeStart]   )  --?>;DESKTOP-QV3K54L\Test;NULL;"            224,653";"                  0";"                  0";NULL;"          2,393,069";"                  0";"              1,225";"<ShowPlanXML xmlns=""http://schemas.microsoft.com/sqlserver/2004/07/showplan"" Version=""1.6"" Build=""14.0.2002.14""><BatchSequence><Batch><Statements><StmtSimple StatementText=""DELETE FROM [tblSchedTimeline]&#xD;&#xA;WHERE [Id] NOT IN&#xD;&#xA;&#x9;(&#xD;&#xA;&#x9;&#x9;SELECT MIN([Id])&#xD;&#xA;&#x9;&#x9;FROM [tblSchedTimeline]&#xD;&#xA;&#x9;&#x9;GROUP BY [IdProject], [IdRepresentative], [TimeStart]&#xD;&#xA;&#x9;)"" StatementId=""1"" StatementCompId=""1"" StatementType=""DELETE"" RetrievedFromCache=""true"" StatementSubTreeCost=""91.3449"" StatementEstRows=""257246"" SecurityPolicyApplied=""false"" StatementOptmLevel=""FULL"" QueryHash=""0x527453AF47051791"" QueryPlanHash=""0x1988C324845A2D73"" CardinalityEstimationModelVersion=""120""><StatementSetOptions QUOTED_IDENTIFIER=""true"" ARITHABORT=""true"" CONCAT_NULL_YIELDS_NULL=""true"" ANSI_NULLS=""true"" ANSI_PADDING=""true"" ANSI_WARNINGS=""true"" NUMERIC_ROUNDABORT=""false"" /><QueryPlan CachedPlanSize=""64"" CompileTime=""458"" CompileCPU=""16"" CompileMemory=""584""><MemoryGrantInfo SerialRequiredMemory=""512"" SerialDesiredMemory=""21608"" /><OptimizerHardwareDependentProperties EstimatedAvailableMemoryGrant=""104844"" EstimatedPagesCached=""26211"" EstimatedAvailableDegreeOfParallelism=""2"" MaxCompileMemory=""1414704"" /><OptimizerStatsUsage><StatisticsInfo LastUpdate=""2019-01-23T09:09:49.14"" ModificationCount=""37344"" SamplingPercent=""28.5972"" Statistics=""[PK__tblSched__3214EC076837DC08]"" Table=""[tblSchedTimeline]"" Schema=""[dbo]"" Database=""[AGVIP-KCC]"" /></OptimizerStatsUsage><RelOp NodeId=""0"" PhysicalOp=""Index Delete"" LogicalOp=""Delete"" EstimateRows=""257246"" EstimateIO=""7.9627"" EstimateCPU=""0.257246"" AvgRowSize=""9"" EstimatedTotalSubtreeCost=""91.3449"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList /><Update WithOrderedPrefetch=""1"" DMLRequestSort=""1""><Object Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Index=""[IDX_SchedTimeline_Ids]"" IndexKind=""NonClustered"" Storage=""RowStore"" /><RelOp NodeId=""2"" PhysicalOp=""Sort"" LogicalOp=""Sort"" EstimateRows=""257246"" EstimateIO=""0.0112613"" EstimateCPU=""21.2216"" AvgRowSize=""27"" EstimatedTotalSubtreeCost=""83.125"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdProject"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdRepresentative"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""TimeStart"" /></OutputList><MemoryFractions Input=""1"" Output=""1"" /><Sort Distinct=""0""><OrderBy><OrderByColumn Ascending=""1""><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdProject"" /></OrderByColumn><OrderByColumn Ascending=""1""><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdRepresentative"" /></OrderByColumn><OrderByColumn Ascending=""1""><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""TimeStart"" /></OrderByColumn><OrderByColumn Ascending=""1""><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></OrderByColumn></OrderBy><RelOp NodeId=""3"" PhysicalOp=""Clustered Index Delete"" LogicalOp=""Delete"" EstimateRows=""257246"" EstimateIO=""30.7735"" EstimateCPU=""0.257246"" AvgRowSize=""27"" EstimatedTotalSubtreeCost=""61.8921"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdProject"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdRepresentative"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""TimeStart"" /></OutputList><Update WithOrderedPrefetch=""1"" DMLRequestSort=""1""><Object Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Index=""[PK__tblSched__3214EC076837DC08]"" IndexKind=""Clustered"" Storage=""RowStore"" /><RelOp NodeId=""5"" PhysicalOp=""Table Spool"" LogicalOp=""Eager Spool"" EstimateRows=""257246"" EstimateIO=""0.013125"" EstimateCPU=""0.0927087"" AvgRowSize=""11"" EstimatedTotalSubtreeCost=""30.8613"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></OutputList><Spool><RelOp NodeId=""6"" PhysicalOp=""Nested Loops"" LogicalOp=""Left Anti Semi Join"" EstimateRows=""257246"" EstimateIO=""0"" EstimateCPU=""4.18e-006"" AvgRowSize=""11"" EstimatedTotalSubtreeCost=""30.7555"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></OutputList><NestedLoops Optimized=""0""><OuterReferences><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></OuterReferences><RelOp NodeId=""7"" PhysicalOp=""Sort"" LogicalOp=""Sort"" EstimateRows=""1"" EstimateIO=""0.0112613"" EstimateCPU=""0.000100011"" AvgRowSize=""11"" EstimatedTotalSubtreeCost=""29.3753"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></OutputList><MemoryFractions Input=""1"" Output=""1"" /><Sort Distinct=""0""><OrderBy><OrderByColumn Ascending=""1""><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></OrderByColumn></OrderBy><RelOp NodeId=""8"" PhysicalOp=""Nested Loops"" LogicalOp=""Left Anti Semi Join"" EstimateRows=""1"" EstimateIO=""0"" EstimateCPU=""1.07529"" AvgRowSize=""11"" EstimatedTotalSubtreeCost=""29.3639"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></OutputList><NestedLoops Optimized=""0""><RelOp NodeId=""9"" PhysicalOp=""Index Scan"" LogicalOp=""Index Scan"" EstimateRows=""257246"" EstimatedRowsRead=""257246"" EstimateIO=""0.874977"" EstimateCPU=""0.283128"" AvgRowSize=""11"" EstimatedTotalSubtreeCost=""1.1581"" TableCardinality=""257246"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></OutputList><IndexScan Ordered=""1"" ScanDirection=""FORWARD"" ForcedIndex=""0"" ForceSeek=""0"" ForceScan=""0"" NoExpandHint=""0"" Storage=""RowStore""><DefinedValues><DefinedValue><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></DefinedValue></DefinedValues><Object Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Index=""[IDX_SchedTimeline_Ids]"" TableReferenceId=""1"" IndexKind=""NonClustered"" Storage=""RowStore"" /></IndexScan></RelOp><RelOp NodeId=""10"" PhysicalOp=""Row Count Spool"" LogicalOp=""Lazy Spool"" EstimateRows=""1"" EstimateIO=""0"" EstimateCPU=""0.0001001"" AvgRowSize=""9"" EstimatedTotalSubtreeCost=""27.1305"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""257245"" EstimatedExecutionMode=""Row""><OutputList /><RowCountSpool><RelOp NodeId=""11"" PhysicalOp=""Filter"" LogicalOp=""Filter"" EstimateRows=""1"" EstimateIO=""0"" EstimateCPU=""0.0331891"" AvgRowSize=""9"" EstimatedTotalSubtreeCost=""1.38021"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList /><Filter StartupExpression=""0""><RelOp NodeId=""12"" PhysicalOp=""Stream Aggregate"" LogicalOp=""Aggregate"" EstimateRows=""69144"" EstimateIO=""0"" EstimateCPU=""0.18892"" AvgRowSize=""11"" EstimatedTotalSubtreeCost=""1.34702"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Column=""Expr1004"" /></OutputList><StreamAggregate><DefinedValues><DefinedValue><ColumnReference Column=""Expr1004"" /><ScalarOperator ScalarString=""MIN([AGVIP-KCC].[dbo].[tblSchedTimeline].[Id])""><Aggregate Distinct=""0"" AggType=""MIN""><ScalarOperator><Identifier><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></Identifier></ScalarOperator></Aggregate></ScalarOperator></DefinedValue></DefinedValues><GroupBy><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdProject"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdRepresentative"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""TimeStart"" /></GroupBy><RelOp NodeId=""13"" PhysicalOp=""Index Scan"" LogicalOp=""Index Scan"" EstimateRows=""257246"" EstimatedRowsRead=""257246"" EstimateIO=""0.874977"" EstimateCPU=""0.283128"" AvgRowSize=""27"" EstimatedTotalSubtreeCost=""1.1581"" TableCardinality=""257246"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdProject"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdRepresentative"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""TimeStart"" /></OutputList><IndexScan Ordered=""1"" ScanDirection=""FORWARD"" ForcedIndex=""0"" ForceSeek=""0"" ForceScan=""0"" NoExpandHint=""0"" Storage=""RowStore""><DefinedValues><DefinedValue><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></DefinedValue><DefinedValue><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdProject"" /></DefinedValue><DefinedValue><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdRepresentative"" /></DefinedValue><DefinedValue><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""TimeStart"" /></DefinedValue></DefinedValues><Object Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Index=""[IDX_SchedTimeline_Ids]"" TableReferenceId=""2"" IndexKind=""NonClustered"" Storage=""RowStore"" /></IndexScan></RelOp></StreamAggregate></RelOp><Predicate><ScalarOperator ScalarString=""[Expr1004] IS NULL""><Compare CompareOp=""IS""><ScalarOperator><Identifier><ColumnReference Column=""Expr1004"" /></Identifier></ScalarOperator><ScalarOperator><Const ConstValue=""NULL"" /></ScalarOperator></Compare></ScalarOperator></Predicate></Filter></RelOp></RowCountSpool></RelOp></NestedLoops></RelOp></Sort></RelOp><RelOp NodeId=""14"" PhysicalOp=""Filter"" LogicalOp=""Filter"" EstimateRows=""1"" EstimateIO=""0"" EstimateCPU=""0.0331891"" AvgRowSize=""9"" EstimatedTotalSubtreeCost=""1.38021"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList /><Filter StartupExpression=""0""><RelOp NodeId=""15"" PhysicalOp=""Stream Aggregate"" LogicalOp=""Aggregate"" EstimateRows=""69144"" EstimateIO=""0"" EstimateCPU=""0.18892"" AvgRowSize=""11"" EstimatedTotalSubtreeCost=""1.34702"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Column=""Expr1004"" /></OutputList><StreamAggregate><DefinedValues><DefinedValue><ColumnReference Column=""Expr1004"" /><ScalarOperator ScalarString=""MIN([AGVIP-KCC].[dbo].[tblSchedTimeline].[Id])""><Aggregate Distinct=""0"" AggType=""MIN""><ScalarOperator><Identifier><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></Identifier></ScalarOperator></Aggregate></ScalarOperator></DefinedValue></DefinedValues><GroupBy><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdProject"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdRepresentative"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""TimeStart"" /></GroupBy><RelOp NodeId=""16"" PhysicalOp=""Index Scan"" LogicalOp=""Index Scan"" EstimateRows=""257246"" EstimatedRowsRead=""257246"" EstimateIO=""0.874977"" EstimateCPU=""0.283128"" AvgRowSize=""27"" EstimatedTotalSubtreeCost=""1.1581"" TableCardinality=""257246"" Parallel=""0"" EstimateRebinds=""0"" EstimateRewinds=""0"" EstimatedExecutionMode=""Row""><OutputList><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdProject"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdRepresentative"" /><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""TimeStart"" /></OutputList><IndexScan Ordered=""1"" ScanDirection=""FORWARD"" ForcedIndex=""0"" ForceSeek=""0"" ForceScan=""0"" NoExpandHint=""0"" Storage=""RowStore""><DefinedValues><DefinedValue><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></DefinedValue><DefinedValue><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdProject"" /></DefinedValue><DefinedValue><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""IdRepresentative"" /></DefinedValue><DefinedValue><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""TimeStart"" /></DefinedValue></DefinedValues><Object Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Index=""[IDX_SchedTimeline_Ids]"" TableReferenceId=""2"" IndexKind=""NonClustered"" Storage=""RowStore"" /></IndexScan></RelOp></StreamAggregate></RelOp><Predicate><ScalarOperator ScalarString=""[AGVIP-KCC].[dbo].[tblSchedTimeline].[Id]=[Expr1004]""><Compare CompareOp=""EQ""><ScalarOperator><Identifier><ColumnReference Database=""[AGVIP-KCC]"" Schema=""[dbo]"" Table=""[tblSchedTimeline]"" Column=""Id"" /></Identifier></ScalarOperator><ScalarOperator><Identifier><ColumnReference Column=""Expr1004"" /></Identifier></ScalarOperator></Compare></ScalarOperator></Predicate></Filter></RelOp></NestedLoops></RelOp></Spool></RelOp></Update></RelOp></Sort></RelOp></Update></RelOp></QueryPlan></StmtSimple></Statements></Batch></BatchSequence></ShowPlanXML>";"              2,705";runnable;"                  2";NULL;DESKTOP-QV3K54L;AGVIP-KCC;Microsoft SQL Server Management Studio - Abfrage;2019-02-05 15:35:50.680;2019-02-05 15:35:50.677;0;2019-02-05 15:39:37.297

sp_spaceused的输出

name    rows    reserved    data    index_size  unused
tblSchedTimeline    257246                  50280 KB    36432 KB    9720 KB 4128 KB

计划的这一部分就是问题。

问题

如果子查询返回任何NULL值，则正确的行为是从中返回0行NOT IN。

即使ID不是不可为空的（因此在用作向量聚合时MIN(ID)也不可能NULL），它的数据类型也MIN(ID)被视为可为空（例如，NULL当用作针对空表的标量聚合时，它仍然可以返回）。

因此，您将这个额外的行计数后台处理程序添加到了计划中，以确保（与反半联接一起）如果NULL子查询返回a，则不会发出任何行。

不幸的是，即使在该线轴上被反半联接消除的行很可能会出现，0并且所有257,246行都将流到下一个运算符上，基数估计会将经过该步骤的行的估计数减少到1。

结果，它对嵌套循环内部的表进行了扫描，估计执行了1次，而实际上，它将扫描并汇总整个表257,246时间。

从Anti Semi连接中得出的单行估计是一个已知错误，该错误已在很早以前的跟踪标志4199下修复。有关更多背景知识和链接，请参见相关的“ 反半连接问题问答” 。

解

由于选择了兼容级别120，因此该错误仅在SQL Server 2017上显示。

您应该发现对于跟踪标志为4199的活动的反半连接，OPTION (QUERYTRACEON 4199)提示，OPTION (USE HINT ('ENABLE_QUERY_OPTIMIZER_HOTFIXES'))提示（直接或通过计划指南）或数据库获得了更好的估计：

ALTER DATABASE SCOPED CONFIGURATION
SET QUERY_OPTIMIZER_HOTFIXES = ON;

QUERY_OPTIMIZER_COMPATIBILITY_LEVEL_140自SQL Server 2017 CU10起，使用提示是另一个选项。

选择哪个选项取决于要应用优化程序修补程序的范围。兼容性级别是短期的，因此您应该计划转移到一个最新的设置，默认情况下此特定的优化程序修复处于启用状态。

复制

以下脚本重现了该问题和解决方法：

ALTER DATABASE CURRENT 
SET COMPATIBILITY_LEVEL = 120;
GO
ALTER DATABASE SCOPED CONFIGURATION
SET QUERY_OPTIMIZER_HOTFIXES = OFF;
GO
DROP TABLE IF EXISTS dbo.tbl;
GO
CREATE TABLE dbo.tbl
(
    Id integer PRIMARY KEY, 
    IdProject integer NOT NULL, 
    IdRepresentative integer NOT NULL, 
    TimeStart datetime NOT NULL,

    INDEX i NONCLUSTERED
    (
        TimeStart, 
        IdRepresentative, 
        IdProject
    )
);
GO
UPDATE STATISTICS dbo.tbl 
WITH 
    ROWCOUNT = 257246, 
    PAGECOUNT = 25725;

DELETE FROM [tbl]
WHERE [Id] NOT IN
(
    SELECT MIN([Id])
    FROM [tbl]
    GROUP BY [IdProject], [IdRepresentative], [TimeStart]
) 
OPTION 
(
    MAXDOP 1
);

DELETE FROM [tbl]
WHERE [Id] NOT IN
(
    SELECT MIN([Id])
    FROM [tbl]
    GROUP BY [IdProject], [IdRepresentative], [TimeStart]
) 
OPTION 
(
    MAXDOP 1,
    USE HINT ('ENABLE_QUERY_OPTIMIZER_HOTFIXES')
);

替代语法

理想情况下，您还应该重写查询以不使用有问题的NOT IN。一个可能的替代方法是，即使进行了上述修复，也可能更有效。

DELETE T
FROM   (SELECT ROW_NUMBER() OVER (PARTITION BY IdProject, IdRepresentative, TimeStart ORDER BY Id) AS RN
        FROM   tbl) T
WHERE  RN > 1 

当前正在生产中的代码，我无法即时更改

创建索引不是一种选择。因为并且不会影响当前正在运行的系统。

如果您无法更改查询或架构，并且您当然无法控制数据，那么唯一的选择就是将硬件投入该问题，我认为这也不可能！

25％的人使用了CPU（恰好是我4个CPU中的1个）

这里有可能：查询计划让服务器旋转来为中的每一行运行该子查询tbl。除了以类似于您在问题中看到的方式更改语句或更改/检查索引（您至少需要使用某些内容[IdProject]，也许您需要在更广泛的索引上[IdProject], [IdRepresentative], [TimeStart]使用该方法）。

也许检查以确保您期望的所有索引都已存在并已启用。可能会更新其统计信息，以防出现过时的信息，这就是为什么计划程序正在执行某些异常操作。

另一个要考虑的问题是，查询可能不是浪费时间和CPU的时间：可能有另一个长时间运行的事务持有锁定，迫使它进入队列。检查未记录的文件sp_who2，其中包括有关其他会话是否被阻止的信息。如果查询记录的CPU和IO时间很少或没有记录，并且该BlkBy列中有一个值，那么就是这种情况。或者，如果允许将其添加到DB（或local master），最好使用sp_whoisactive，它提供更多详细信息和诊断选项。如果你不能使用sp_whoisactive 因为安装它是您无权进行的模式更改，所以请查看代码以查看它正在使用什么系统视图/表/以太，并编写查询以自己执行相同的操作，而无需安装过程。

没有更多的信息，我们将无法提供更详细的建议。即使那样，即使您无法触摸该语句或结构，您的选择也将受到限制。如已经建议的那样，在问题查询计划中添加表/索引定义以及表的近似大小：EXEC sp_spaceused 'tbl'将同时提供行数和消耗的页面数（如果这样，还可以排队SET TRANSACTION ISOLATION LEVEL READ UNCOMMITTED; EXEC sp_spaceused 'tbl'）。