删除语句中未使用的聚集索引

13

我有一个SQL Server表定义如下

CREATE TABLE [dbo].[Production_Detail]
(
    [Id] [bigint] NOT NULL DEFAULT (NEXT VALUE FOR [dbo].[Production_Detail_Seq]),
    [Meta_Data_ID] INT NOT NULL , 
    [Production_Detail_Time] DATETIME NOT NULL,
    [Production_Detail_Time_Local] DATETIME NOT NULL,
    [Production_Detail_Value] FLOAT NULL,
    [IntegratedDM] BIT NOT NULL DEFAULT 0,
    [DailyIntegratedDM] BIT NOT NULL DEFAULT 0,
    [InsertedDate] DateTime NOT NULL,
    [ModifiedDate] DateTime NOT NULL,  

    CONSTRAINT [PK_Production_Detail] PRIMARY KEY ([Id]), 

    CONSTRAINT [UK_Production_Detail] UNIQUE ([Meta_Data_Id], [Production_Detail_Time]),

    CONSTRAINT [FK_Production_Detail_To_Meta_Data] FOREIGN KEY ([Meta_Data_ID]) REFERENCES [Meta_Data]([Meta_Data_ID]) 
)
GO

CREATE NONCLUSTERED INDEX [IX_Production_Detail_Production_Detail_Time_Local]
ON [dbo].[Production_Detail] ([Production_Detail_Time_Local])
INCLUDE ([Meta_Data_ID], [Production_Detail_Time], [Production_Detail_Value])
GO

CREATE UNIQUE NONCLUSTERED INDEX [IX_Production_Detail_Meta_Data_ID_Production_Detail_Time] 
ON [dbo].[Production_Detail] ([Meta_Data_ID] ASC, [Production_Detail_Time] ASC)
GO

CREATE NONCLUSTERED INDEX [IX_Production_Detail_IntegratedDM_MetaDataId]
ON [dbo].[Production_Detail] ([IntegratedDM], [Meta_Data_ID])
INCLUDE ([Production_Detail_Time])
GO

该表包含实时数据，因此记录被一致地插入。我正在尝试删除超过5天的数据。但是当删除运行时，我有几个插入语句会引发死锁。

这是删除查询。该#ToPurge表包含需要删除的ID。该#ToPurge表没有任何索引。行数可能有所不同，但对于我的测试用例，它已超过300万：

Declare @RowCount int;
set @RowCount = @@ROWCOUNT;

while @RowCount > 0
begin
    delete top(20000) pd
    from #ToPurge tp
    inner join [DataWarehouse].[dbo].[Production_Detail] pd on (tp.ID = pd.ID)

    set @RowCount = @@ROWCOUNT;
end

这是删除查询的执行计划

在此处输入图片说明

<?xml version="1.0" encoding="utf-16"?>
<ShowPlanXML xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xsd="http://www.w3.org/2001/XMLSchema" Version="1.2" Build="11.0.3128.0" xmlns="http://schemas.microsoft.com/sqlserver/2004/07/showplan">
  <BatchSequence>
    <Batch>
      <Statements>
        <StmtSimple StatementCompId="1" StatementEstRows="20000" StatementId="1" StatementOptmLevel="FULL" StatementSubTreeCost="34.7996" StatementText="   delete top(20000) pd&#xD;&#xA;  from #ToPurge tp&#xD;&#xA;  inner join [DataWarehouse].[dbo].[Production_Detail] pd on (tp.ID = pd.ID)" StatementType="DELETE" QueryHash="0xF7A9CF8E140CDB4E" QueryPlanHash="0x2CC61A780737A398" RetrievedFromCache="false">
          <StatementSetOptions ANSI_NULLS="true" ANSI_PADDING="true" ANSI_WARNINGS="true" ARITHABORT="true" CONCAT_NULL_YIELDS_NULL="true" NUMERIC_ROUNDABORT="false" QUOTED_IDENTIFIER="true" />
          <QueryPlan CachedPlanSize="88" CompileTime="65" CompileCPU="65" CompileMemory="592">
            <ThreadStat Branches="2" />
            <MemoryGrantInfo SerialRequiredMemory="1024" SerialDesiredMemory="477448" />
            <OptimizerHardwareDependentProperties EstimatedAvailableMemoryGrant="209715" EstimatedPagesCached="419430" EstimatedAvailableDegreeOfParallelism="4" />
            <RelOp AvgRowSize="9" EstimateCPU="0.08" EstimateIO="0" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Sequence" NodeId="0" Parallel="false" PhysicalOp="Sequence" EstimatedTotalSubtreeCost="34.7996">
              <OutputList />
              <Sequence>
                <RelOp AvgRowSize="9" EstimateCPU="0.02" EstimateIO="0.458155" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Delete" NodeId="1" Parallel="false" PhysicalOp="Index Delete" EstimatedTotalSubtreeCost="8.56272">
                  <OutputList />
                  <Update WithUnorderedPrefetch="true" DMLRequestSort="false">
                    <Object Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Index="[UK_Production_Detail]" Alias="[pd]" IndexKind="NonClustered" />
                    <RelOp AvgRowSize="36" EstimateCPU="0.00182568" EstimateIO="0.00328238" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Eager Spool" NodeId="3" Parallel="false" PhysicalOp="Table Spool" EstimatedTotalSubtreeCost="8.08456">
                      <OutputList>
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Meta_Data_ID" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Production_Detail_Time" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Production_Detail_Time_Local" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="IntegratedDM" />
                      </OutputList>
                      <Spool>
                        <RelOp AvgRowSize="36" EstimateCPU="0.02" EstimateIO="1.31642" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Delete" NodeId="4" Parallel="false" PhysicalOp="Clustered Index Delete" EstimatedTotalSubtreeCost="32.3067">
                          <OutputList>
                            <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                            <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Meta_Data_ID" />
                            <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Production_Detail_Time" />
                            <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Production_Detail_Time_Local" />
                            <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="IntegratedDM" />
                          </OutputList>
                          <Update WithUnorderedPrefetch="true" DMLRequestSort="false">
                            <Object Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Index="[PK_Production_Detail]" Alias="[pd]" IndexKind="Clustered" />
                            <RelOp AvgRowSize="15" EstimateCPU="0.002" EstimateIO="0" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Top" NodeId="6" Parallel="false" PhysicalOp="Top" EstimatedTotalSubtreeCost="30.9703">
                              <OutputList>
                                <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                              </OutputList>
                              <Top RowCount="false" IsPercent="false" WithTies="false">
                                <TopExpression>
                                  <ScalarOperator ScalarString="(20000)">
                                    <Const ConstValue="(20000)" />
                                  </ScalarOperator>
                                </TopExpression>
                                <RelOp AvgRowSize="15" EstimateCPU="0.0392491" EstimateIO="0" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Gather Streams" NodeId="7" Parallel="true" PhysicalOp="Parallelism" EstimatedTotalSubtreeCost="30.9683">
                                  <OutputList>
                                    <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                                  </OutputList>
                                  <Parallelism>
                                    <RelOp AvgRowSize="15" EstimateCPU="276.841" EstimateIO="0" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Right Semi Join" NodeId="8" Parallel="true" PhysicalOp="Hash Match" EstimatedTotalSubtreeCost="30.929">
                                      <OutputList>
                                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                                      </OutputList>
                                      <MemoryFractions Input="1" Output="1" />
                                      <Hash>
                                        <DefinedValues />
                                        <HashKeysBuild>
                                          <ColumnReference Database="[tempdb]" Schema="[dbo]" Table="[#ToPurge]" Alias="[tp]" Column="Id" />
                                        </HashKeysBuild>
                                        <HashKeysProbe>
                                          <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                                        </HashKeysProbe>
                                        <ProbeResidual>
                                          <ScalarOperator ScalarString="[DataWarehouse].[dbo].[Production_Detail].[Id] as [pd].[Id]=[tempdb].[dbo].[#ToPurge].[Id] as [tp].[Id]">
                                            <Compare CompareOp="EQ">
                                              <ScalarOperator>
                                                <Identifier>
                                                  <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                                                </Identifier>
                                              </ScalarOperator>
                                              <ScalarOperator>
                                                <Identifier>
                                                  <ColumnReference Database="[tempdb]" Schema="[dbo]" Table="[#ToPurge]" Alias="[tp]" Column="Id" />
                                                </Identifier>
                                              </ScalarOperator>
                                            </Compare>
                                          </ScalarOperator>
                                        </ProbeResidual>
                                        <RelOp AvgRowSize="15" EstimateCPU="2.83429" EstimateIO="0" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="3910180" LogicalOp="Bitmap Create" NodeId="9" Parallel="true" PhysicalOp="Bitmap" EstimatedTotalSubtreeCost="9.99726">
                                          <OutputList>
                                            <ColumnReference Database="[tempdb]" Schema="[dbo]" Table="[#ToPurge]" Alias="[tp]" Column="Id" />
                                          </OutputList>
                                          <Bitmap>
                                            <DefinedValues>
                                              <DefinedValue>
                                                <ColumnReference Column="Bitmap1007" />
                                              </DefinedValue>
                                            </DefinedValues>
                                            <HashKeys>
                                              <ColumnReference Database="[tempdb]" Schema="[dbo]" Table="[#ToPurge]" Alias="[tp]" Column="Id" />
                                            </HashKeys>
                                            <RelOp AvgRowSize="15" EstimateCPU="2.83429" EstimateIO="0" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="3910180" LogicalOp="Repartition Streams" NodeId="10" Parallel="true" PhysicalOp="Parallelism" EstimatedTotalSubtreeCost="9.99726">
                                              <OutputList>
                                                <ColumnReference Database="[tempdb]" Schema="[dbo]" Table="[#ToPurge]" Alias="[tp]" Column="Id" />
                                              </OutputList>
                                              <Parallelism PartitioningType="Hash">
                                                <PartitionColumns>
                                                  <ColumnReference Database="[tempdb]" Schema="[dbo]" Table="[#ToPurge]" Alias="[tp]" Column="Id" />
                                                </PartitionColumns>
                                                <RelOp AvgRowSize="15" EstimateCPU="1.07532" EstimateIO="6.08765" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="3910180" LogicalOp="Table Scan" NodeId="11" Parallel="true" PhysicalOp="Table Scan" EstimatedTotalSubtreeCost="7.16297" TableCardinality="3910180">
                                                  <OutputList>
                                                    <ColumnReference Database="[tempdb]" Schema="[dbo]" Table="[#ToPurge]" Alias="[tp]" Column="Id" />
                                                  </OutputList>
                                                  <TableScan Ordered="false" ForcedIndex="false" ForceScan="false" NoExpandHint="false">
                                                    <DefinedValues>
                                                      <DefinedValue>
                                                        <ColumnReference Database="[tempdb]" Schema="[dbo]" Table="[#ToPurge]" Alias="[tp]" Column="Id" />
                                                      </DefinedValue>
                                                    </DefinedValues>
                                                    <Object Database="[tempdb]" Schema="[dbo]" Table="[#ToPurge]" Alias="[tp]" IndexKind="Heap" />
                                                  </TableScan>
                                                </RelOp>
                                              </Parallelism>
                                            </RelOp>
                                          </Bitmap>
                                        </RelOp>
                                        <RelOp AvgRowSize="15" EstimateCPU="0.675882" EstimateIO="0" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="902193" LogicalOp="Repartition Streams" NodeId="12" Parallel="true" PhysicalOp="Parallelism" EstimatedTotalSubtreeCost="3.17684">
                                          <OutputList>
                                            <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                                          </OutputList>
                                          <Parallelism PartitioningType="Hash">
                                            <PartitionColumns>
                                              <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                                            </PartitionColumns>
                                            <RelOp AvgRowSize="15" EstimateCPU="43.216" EstimateIO="391.867" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="902193" LogicalOp="Index Scan" NodeId="13" Parallel="true" PhysicalOp="Index Scan" EstimatedTotalSubtreeCost="2.50096" TableCardinality="157149000">
                                              <OutputList>
                                                <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                                              </OutputList>
                                              <IndexScan Ordered="true" ScanDirection="FORWARD" ForcedIndex="false" ForceSeek="false" ForceScan="false" NoExpandHint="false" Storage="RowStore">
                                                <DefinedValues>
                                                  <DefinedValue>
                                                    <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                                                  </DefinedValue>
                                                </DefinedValues>
                                                <Object Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Index="[UK_Production_Detail]" Alias="[pd]" IndexKind="NonClustered" />
                                                <Predicate>
                                                  <ScalarOperator ScalarString="PROBE([Bitmap1007],[DataWarehouse].[dbo].[Production_Detail].[Id] as [pd].[Id],N'[IN ROW]')">
                                                    <Intrinsic FunctionName="PROBE">
                                                      <ScalarOperator>
                                                        <Identifier>
                                                          <ColumnReference Column="Bitmap1007" />
                                                        </Identifier>
                                                      </ScalarOperator>
                                                      <ScalarOperator>
                                                        <Identifier>
                                                          <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                                                        </Identifier>
                                                      </ScalarOperator>
                                                      <ScalarOperator>
                                                        <Const ConstValue="N'[IN ROW]'" />
                                                      </ScalarOperator>
                                                    </Intrinsic>
                                                  </ScalarOperator>
                                                </Predicate>
                                              </IndexScan>
                                            </RelOp>
                                          </Parallelism>
                                        </RelOp>
                                      </Hash>
                                    </RelOp>
                                  </Parallelism>
                                </RelOp>
                              </Top>
                            </RelOp>
                          </Update>
                        </RelOp>
                      </Spool>
                    </RelOp>
                  </Update>
                </RelOp>
                <RelOp AvgRowSize="9" EstimateCPU="0.02" EstimateIO="0.906841" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Delete" NodeId="16" Parallel="false" PhysicalOp="Index Delete" EstimatedTotalSubtreeCost="9.0114">
                  <OutputList />
                  <Update WithUnorderedPrefetch="true" DMLRequestSort="false">
                    <Object Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Index="[IX_Production_Detail_Production_Detail_Time_Local]" Alias="[pd]" IndexKind="NonClustered" />
                    <RelOp AvgRowSize="36" EstimateCPU="0.00182568" EstimateIO="0.00328238" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Eager Spool" NodeId="18" Parallel="false" PhysicalOp="Table Spool" EstimatedTotalSubtreeCost="8.08456">
                      <OutputList>
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Meta_Data_ID" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Production_Detail_Time" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Production_Detail_Time_Local" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="IntegratedDM" />
                      </OutputList>
                      <Spool PrimaryNodeId="3" />
                    </RelOp>
                  </Update>
                </RelOp>
                <RelOp AvgRowSize="9" EstimateCPU="0.02" EstimateIO="0.458164" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Delete" NodeId="19" Parallel="false" PhysicalOp="Index Delete" EstimatedTotalSubtreeCost="8.56272">
                  <OutputList />
                  <Update WithUnorderedPrefetch="true" DMLRequestSort="false">
                    <Object Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Index="[IX_Production_Detail_Meta_Data_ID_Production_Detail_Time]" Alias="[pd]" IndexKind="NonClustered" />
                    <RelOp AvgRowSize="36" EstimateCPU="0.00182568" EstimateIO="0.00328238" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Eager Spool" NodeId="21" Parallel="false" PhysicalOp="Table Spool" EstimatedTotalSubtreeCost="8.08456">
                      <OutputList>
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Meta_Data_ID" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Production_Detail_Time" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Production_Detail_Time_Local" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="IntegratedDM" />
                      </OutputList>
                      <Spool PrimaryNodeId="3" />
                    </RelOp>
                  </Update>
                </RelOp>
                <RelOp AvgRowSize="9" EstimateCPU="0.02" EstimateIO="0.478182" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Delete" NodeId="22" Parallel="false" PhysicalOp="Index Delete" EstimatedTotalSubtreeCost="8.58274">
                  <OutputList />
                  <Update WithUnorderedPrefetch="true" DMLRequestSort="false">
                    <Object Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Index="[IX_Production_Detail_IntegratedDM_MetaDataId]" Alias="[pd]" IndexKind="NonClustered" />
                    <RelOp AvgRowSize="36" EstimateCPU="0.00182568" EstimateIO="0.00328238" EstimateRebinds="0" EstimateRewinds="0" EstimatedExecutionMode="Row" EstimateRows="20000" LogicalOp="Eager Spool" NodeId="24" Parallel="false" PhysicalOp="Table Spool" EstimatedTotalSubtreeCost="8.08456">
                      <OutputList>
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Id" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Meta_Data_ID" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Production_Detail_Time" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="Production_Detail_Time_Local" />
                        <ColumnReference Database="[DataWarehouse]" Schema="[dbo]" Table="[Production_Detail]" Alias="[pd]" Column="IntegratedDM" />
                      </OutputList>
                      <Spool PrimaryNodeId="3" />
                    </RelOp>
                  </Update>
                </RelOp>
              </Sequence>
            </RelOp>
          </QueryPlan>
        </StmtSimple>
      </Statements>
    </Batch>
  </BatchSequence>
</ShowPlanXML>

正如您在执行计划中看到的那样，优化器不使用主数据库的聚集索引，而是使用不包含ID字段的唯一键。我认为这就是我之所以陷入僵局的原因，因为如果使用正确的索引，它需要锁定更多页面。

我尝试使用Id添加非聚集索引，然后优化器使用它。

CREATE UNIQUE NONCLUSTERED INDEX [NonClusteredIndex-20160617-104555] 
ON [dbo].[Production_Detail] ([Id] ASC)    
GO

我想知道为什么优化器不使用聚集索引，而是使用非聚集索引？

sql-server  sql-server-2012  index  delete  clustered-index 
— 托拉赫
source

Answers:

10

我想知道为什么优化器不使用聚集索引，而是使用非聚集索引？

这将是基于成本的优化器的决定。它估计完全扫描窄索引会更便宜。

似乎您期望在聚簇索引上使用搜索的嵌套循环？

执行计划显示该表#ToPurge有390万行。

这将需要195批清除。假设in #ToPurge中的所有行都是唯一的，并且最初存在于其中，Production_Detail并且#ToPurge每个批次的输出行的顺序都是一致的（我忽略了并行性），那么每个连续的批次将最终查找先前已被删除的所有行批处理最终到达尚未处理的行补丁之前，总的来说，对于已删除的行，您的delete处理将超过十亿索引的三分之一。

0 + 20,000 + 40,000 + ... + 3,880,000 = 378,300,000

这不是基于成本的优化器使用（这将涉及两个表的直方图和逻辑rowgoal的TOP 20000），但它表明这不是一个好的策略反正。

您可以尝试使用以下方法将每次迭代的搜索次数限制为20,000，然后查看您是否现在已获得所需的计划。 

CREATE TABLE #ToPurge
  (
     [BatchId] [INT] NULL,
     [Id]      [BIGINT] NOT NULL,
     UNIQUE CLUSTERED([BatchId], [Id])
  );

/*Your insert statement to #ToPurge here*/

WITH CTE
     AS (SELECT *,
                1 + ( ROW_NUMBER() OVER (ORDER BY Id) / 20000 ) AS _BatchId
         FROM   #ToPurge)
UPDATE CTE
SET    [BatchId] = [_BatchId];

DECLARE @BatchCounter INT = 1;

WHILE @BatchCounter <= (SELECT MAX([BatchId])
                        FROM   #ToPurge)
  BEGIN
      DELETE pd
      FROM   #ToPurge tp
             INNER JOIN [DataWarehouse].[dbo].[Production_Detail] pd
               ON ( tp.ID = pd.ID )
      WHERE  tp.BatchId = @BatchCounter

      SET @BatchCounter+=1;
  END
— 马丁·史密斯
source
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