EXPLAIN (Transact-SQL)

適用於:Azure Synapse Analytics (僅限專用 SQL 集區)

傳回 Azure Synapse Analytics SQL 的查詢計劃,而不會執行陳述式。 使用 EXPLAIN 預覽哪些作業需要移動資料,以及檢視查詢作業的估計成本。 WITH RECOMMENDATIONS 適用於 Azure Synapse Analytics。

Syntax

EXPLAIN [WITH_RECOMMENDATIONS] SQL_statement  
[;]  

注意

Azure Synapse Analytics 的無伺服器 SQL 集區不支援此語法。

引數

SQL_statement

將執行 EXPLAIN 的 SQL 陳述式。 SQL_statement 可以是以下任一個命令:SELECTINSERTUPDATEDELETECREATE TABLE AS SELECTCREATE REMOTE TABLE

WITH_RECOMMENDATIONS

傳回含 SQL 陳述式效能最佳化建議的查詢計劃。

權限

需要 SHOWPLAN 權限,以及執行 SQL_statement 的權限。 請參閱權限:GRANT、DENY、REVOKE (Azure Synapse Analytics、平行處理資料倉儲)

傳回值

EXPLAIN 命令的傳回值是 XML 文件。 此 XML 文件會列出指定查詢之查詢計劃中的所有作業,每個作業都以 <dsql_operation> 標記括住。 傳回值為 nvarchar(max) 類型。

傳回的查詢計劃描述循序的 SQL 陳述式。當查詢執行時,可能包含平行化的作業,因此部分顯示的循序陳述式可能會同時執行。

傳回值 XML 的結構如下所示:

\<?xml version="1.0" encoding="utf-8"?>  
<dsql_query>  
  <sql>. . .</sql>  
  <params />  
  <dsql_operations>  
    <dsql_operation>  
     . . .      
    </dsql_operation>  
    [ . . . n ]  
  <dsql_operations>  
</dsql_query>  

XML 標記包含這項資訊:

XML 標記 摘要、屬性和內容
<dsql_query> 最上層/文件元素。
<sql> 回應 SQL_statement
<params> 目前不使用此標記。
<materialized_view_candidates> (預覽) 包含建議具體化檢視的 CREATE 陳述式,可讓 SQL 陳述式有較好的效能。
<dsql_operations> 摘要說明和包含查詢步驟,並包含查詢的成本資訊。 也包含所有 <dsql_operation> 區塊。 此標記包含整個查詢的計數資訊:

<dsql_operations total_cost=total_cost total_number_operations=total_number_operations>

total_cost 是查詢執行的預估時間總計,以毫秒為單位。

total_number_operations 是查詢的作業總數。 將平行處理並在多個節點上執行的作業都會計算為單一作業。
<dsql_operation> 描述查詢計劃內的單一作業。 <dsql_operation> 標記包含作為屬性的作業類型:

<dsql_operation operation_type=operation_type>

operation_type 為可在 sys.dm_pdw_request_steps (Transact-SQL) 中找到的其中一個值。

\<dsql_operation> 區塊中的內容取決於作業類型。

請參閱下表。
作業類型 內容 範例
BROADCAST_MOVE、DISTRIBUTE_REPLICATED_TABLE_MOVE、MASTER_TABLE_MOVE、PARTITION_MOVE、SHUFFLE_MOVE 和 TRIM_MOVE <operation_cost> 元素,具有這些屬性。 值只反映本機作業:

- cost 是本機運算子成本,並顯示作業執行的預估時間,以毫秒為單位。
- accumulative_cost 是計劃中包括平行作業加總值的所有所見作業總和,以毫秒為單位。
- average_rowsize 是作業期間,擷取和傳遞之資料列的資料列預估平均大小 (以位元組為單位)。
- output_rows 是輸出 (節點) 基數,並顯示輸出資料列的數目。

<location>:作業發生所在的節點或散發。 選項包括:"Control"、"ComputeNode"、"AllComputeNodes"、"AllDistributions"、"SubsetDistributions"、"Distribution" 和 "SubsetNodes"。

<source_statement>:隨機移動的來源資料。

<destination_table>:資料將移入的內部暫存資料表。

<shuffle_columns>:(只適用於 SHUFFLE_MOVE 作業)。 一或多個將用於暫存資料表之散發資料行的資料行。
<operation_cost cost="40" accumulative_cost="40" average_rowsize = "50" output_rows="100"/>

<location distribution="AllDistributions" />

<source_statement type="statement">SELECT [TableAlias_3b77ee1d8ccf4a94ba644118b355db9d].[dist_date] FROM [qatest].[dbo].[flyers] [TableAlias_3b77ee1d8ccf4a94ba644118b355db9d] </source_statement>

<destination_table>Q_[TEMP_ID_259]_[PARTITION_ID]</destination_table>

<shuffle_columns>dist_date;</shuffle_columns>

<shuffle_columns>Email;Date;</shuffle_columns>
MetaDataCreate_Operation <source_table>:作業的來源資料表。

<destination_table>:作業的目的地資料表。
<source_table>databases</source_table>

<destination_table>MetaDataCreateLandingTempTable</destination_table>
開啟 <location>:請參閱 <location>.。

<sql_operation>:識別將在節點上執行的 SQL 命令。
<location permanent="false" distribution="AllDistributions">Compute</location>

<sql_operation type="statement">CREATE TABLE [tempdb].[dbo]. [Q_[TEMP_ID_259]]_ [PARTITION_ID]]]([dist_date] DATE) WITH (DISTRIBUTION = HASH([dist_date]),) </sql_operation>
RemoteOnOperation <DestinationCatalog>:目的地目錄。

<DestinationSchema>:DestinationCatalog 中的目的地結構描述。

<DestinationTableName>:目的地資料表或 "TableName" 的名稱。

<DestinationDatasource>:目的地資料來源的名稱。

<Username><Password>:這些欄位表示可能需要目的地的使用者名稱和密碼。

<CreateStatement>:目的地資料庫的資料表建立陳述式。
<DestinationCatalog>master</DestinationCatalog>

<DestinationSchema>dbo</DestinationSchema>

<DestinationTableName>TableName</DestinationTableName>

<DestinationDatasource>DestDataSource</DestinationDatasource>

<Username>...</Username>

<Password>...</Password>

<CreateStatement>CREATE TABLE [master].[dbo].[TableName] ([col1] BIGINT) ON [PRIMARY] WITH(DATA_COMPRESSION=PAGE);</CreateStatement>
RETURN <resultset>:結果集的識別碼。 <resultset>RS_19</resultset>
RND_ID <identifier>:所建立物件的識別碼。 <identifier>TEMP_ID_260</identifier>

限制事項

EXPLAIN 只能套用至可最佳化的查詢,也就是可根據 EXPLAIN 命令的結果改善或修改的查詢。 上一節有提供支援的 EXPLAIN 命令。 嘗試使用 EXPLAIN 搭配不支援的查詢類型,將會傳回錯誤或回應查詢。

使用者交易中不支援 EXPLAIN

範例

下列範例顯示在 SELECT 陳述式執行 EXPLAIN 命令,以及 XML 結果。

提交 EXPLAIN 陳述式

此範例中提交的命令為:

-- Uses AdventureWorks  
  
EXPLAIN   
    SELECT CAST (AVG(YearlyIncome) AS int) AS AverageIncome,   
        CAST(AVG(FIS.SalesAmount) AS int) AS AverageSales,   
        G.StateProvinceName, T.SalesTerritoryGroup  
    FROM dbo.DimGeography AS G  
    JOIN dbo.DimSalesTerritory AS T  
        ON G.SalesTerritoryKey = T.SalesTerritoryKey  
    JOIN dbo.DimCustomer AS C  
        ON G.GeographyKey = C.GeographyKey  
    JOIN dbo.FactInternetSales AS FIS  
        ON C.CustomerKey = FIS.CustomerKey  
    WHERE T.SalesTerritoryGroup IN ('North America', 'Pacific')  
        AND Gender = 'F'  
    GROUP BY G.StateProvinceName, T.SalesTerritoryGroup  
    ORDER BY AVG(YearlyIncome) DESC;  
GO  

使用 EXPLAIN 選項執行陳述式後,[訊息] 索引標籤會顯示一行標題 explain,並且以 XML 文字 \<?xml version="1.0" encoding="utf-8"?> 為開頭。選取 XML 可在 XML 視窗中開啟整段文字。 若要進一步了解下列註解,您應該在 SSDT 中開啟行號的顯示。

開啟行號

  1. 當 SSDT 的 [explain] 索引標籤出現輸出時,在 [工具] 功能表上,選取 [選項] 。

  2. 展開 [文字編輯器] 區段,展開 [XML],然後選取 [一般]。

  3. 在 [顯示] 區域中,核取 [行號] 。

  4. 選取 [確定]。

範例 EXPLAIN 輸出

EXPLAIN 命令開啟行號的 XML 結果為:

1  \<?xml version="1.0" encoding="utf-8"?>  
2  <dsql_query>  
3    <sql>SELECT CAST (AVG(YearlyIncome) AS int) AS AverageIncome,   
4          CAST(AVG(FIS.SalesAmount) AS int) AS AverageSales,   
5          G.StateProvinceName, T.SalesTerritoryGroup  
6      FROM dbo.DimGeography AS G  
7      JOIN dbo.DimSalesTerritory AS T  
8          ON G.SalesTerritoryKey = T.SalesTerritoryKey  
9      JOIN dbo.DimCustomer AS C  
10          ON G.GeographyKey = C.GeographyKey  
11      JOIN dbo.FactInternetSales AS FIS  
12          ON C.CustomerKey = FIS.CustomerKey  
13      WHERE T.SalesTerritoryGroup IN ('North America', 'Pacific')  
14          AND Gender = 'F'  
15      GROUP BY G.StateProvinceName, T.SalesTerritoryGroup  
16      ORDER BY AVG(YearlyIncome) DESC</sql>  
17    <dsql_operations total_cost="0.926237696" total_number_operations="9">  
18      <dsql_operation operation_type="RND_ID">  
19        <identifier>TEMP_ID_16893</identifier>  
20      </dsql_operation>  
21      <dsql_operation operation_type="ON">  
22        <location permanent="false" distribution="AllComputeNodes" />  
23        <sql_operations>  
24          <sql_operation type="statement">CREATE TABLE [tempdb].[dbo].[TEMP_ID_16893] ([CustomerKey] INT NOT NULL, [GeographyKey] INT, [YearlyIncome] MONEY ) WITH(DATA_COMPRESSION=PAGE);</sql_operation>  
25        </sql_operations>  
26      </dsql_operation>  
27      <dsql_operation operation_type="BROADCAST_MOVE">  
28        <operation_cost cost="0.121431552" accumulative_cost="0.121431552" average_rowsize="16" output_rows="31.6228" />  
29        <source_statement>SELECT [T1_1].[CustomerKey] AS [CustomerKey],  
30         [T1_1].[GeographyKey] AS [GeographyKey],  
31         [T1_1].[YearlyIncome] AS [YearlyIncome]  
32  FROM   (SELECT [T2_1].[CustomerKey] AS [CustomerKey],  
33                 [T2_1].[GeographyKey] AS [GeographyKey],  
34                 [T2_1].[YearlyIncome] AS [YearlyIncome]  
35          FROM   [AdventureWorksPDW2012].[dbo].[DimCustomer] AS T2_1  
36          WHERE  ([T2_1].[Gender] = CAST (N'F' COLLATE Latin1_General_100_CI_AS_KS_WS AS NVARCHAR (1)) COLLATE Latin1_General_100_CI_AS_KS_WS)) AS T1_1</source_statement>  
37        <destination_table>[TEMP_ID_16893]</destination_table>  
38      </dsql_operation>  
39      <dsql_operation operation_type="RND_ID">  
40        <identifier>TEMP_ID_16894</identifier>  
41      </dsql_operation>  
42      <dsql_operation operation_type="ON">  
43        <location permanent="false" distribution="AllDistributions" />  
44        <sql_operations>  
45          <sql_operation type="statement">CREATE TABLE [tempdb].[dbo].[TEMP_ID_16894] ([StateProvinceName] NVARCHAR(50) COLLATE Latin1_General_100_CI_AS_KS_WS, [SalesTerritoryGroup] NVARCHAR(50) COLLATE Latin1_General_100_CI_AS_KS_WS NOT NULL, [col] BIGINT, [col1] MONEY NOT NULL, [col2] BIGINT, [col3] MONEY NOT NULL ) WITH(DATA_COMPRESSION=PAGE);</sql_operation>  
46        </sql_operations>  
47      </dsql_operation>  
48      <dsql_operation operation_type="SHUFFLE_MOVE">  
49        <operation_cost cost="0.804806144" accumulative_cost="0.926237696" average_rowsize="232" output_rows="108.406" />  
50        <source_statement>SELECT [T1_1].[StateProvinceName] AS [StateProvinceName],  
51         [T1_1].[SalesTerritoryGroup] AS [SalesTerritoryGroup],  
52         [T1_1].[col2] AS [col],  
53         [T1_1].[col] AS [col1],  
54         [T1_1].[col3] AS [col2],  
55         [T1_1].[col1] AS [col3]  
56  FROM   (SELECT ISNULL([T2_1].[col1], CONVERT (MONEY, 0.00, 0)) AS [col],  
57                 ISNULL([T2_1].[col3], CONVERT (MONEY, 0.00, 0)) AS [col1],  
58                 [T2_1].[StateProvinceName] AS [StateProvinceName],  
59                 [T2_1].[SalesTerritoryGroup] AS [SalesTerritoryGroup],  
60                 [T2_1].[col] AS [col2],  
61                 [T2_1].[col2] AS [col3]  
62          FROM   (SELECT   COUNT_BIG([T3_2].[YearlyIncome]) AS [col],  
63                           SUM([T3_2].[YearlyIncome]) AS [col1],  
64                           COUNT_BIG(CAST ((0) AS INT)) AS [col2],  
65                           SUM([T3_2].[SalesAmount]) AS [col3],  
66                           [T3_2].[StateProvinceName] AS [StateProvinceName],  
67                           [T3_1].[SalesTerritoryGroup] AS [SalesTerritoryGroup]  
68                  FROM     (SELECT [T4_1].[SalesTerritoryKey] AS [SalesTerritoryKey],  
69                                   [T4_1].[SalesTerritoryGroup] AS [SalesTerritoryGroup]  
70                            FROM   [AdventureWorksPDW2012].[dbo].[DimSalesTerritory] AS T4_1  
71                            WHERE  (([T4_1].[SalesTerritoryGroup] = CAST (N'North America' COLLATE Latin1_General_100_CI_AS_KS_WS AS NVARCHAR (13)) COLLATE Latin1_General_100_CI_AS_KS_WS)  
72                                    OR ([T4_1].[SalesTerritoryGroup] = CAST (N'Pacific' COLLATE Latin1_General_100_CI_AS_KS_WS AS NVARCHAR (7)) COLLATE Latin1_General_100_CI_AS_KS_WS))) AS T3_1  
73                           INNER JOIN  
74                           (SELECT [T4_1].[SalesTerritoryKey] AS [SalesTerritoryKey],  
75                                   [T4_2].[YearlyIncome] AS [YearlyIncome],  
76                                   [T4_2].[SalesAmount] AS [SalesAmount],  
77                                   [T4_1].[StateProvinceName] AS [StateProvinceName]  
78                            FROM   [AdventureWorksPDW2012].[dbo].[DimGeography] AS T4_1  
79                                   INNER JOIN  
80                                   (SELECT [T5_2].[GeographyKey] AS [GeographyKey],  
81                                           [T5_2].[YearlyIncome] AS [YearlyIncome],  
82                                           [T5_1].[SalesAmount] AS [SalesAmount]  
83                                    FROM   [AdventureWorksPDW2012].[dbo].[FactInternetSales] AS T5_1  
84                                           INNER JOIN  
85                                           [tempdb].[dbo].[TEMP_ID_16893] AS T5_2  
86                                           ON ([T5_1].[CustomerKey] = [T5_2].[CustomerKey])) AS T4_2  
87                                   ON ([T4_2].[GeographyKey] = [T4_1].[GeographyKey])) AS T3_2  
88                           ON ([T3_1].[SalesTerritoryKey] = [T3_2].[SalesTerritoryKey])  
89                  GROUP BY [T3_2].[StateProvinceName], [T3_1].[SalesTerritoryGroup]) AS T2_1) AS T1_1</source_statement>  
90        <destination_table>[TEMP_ID_16894]</destination_table>  
91        <shuffle_columns>StateProvinceName;</shuffle_columns>  
92      </dsql_operation>  
93      <dsql_operation operation_type="ON">  
94        <location permanent="false" distribution="AllComputeNodes" />  
95        <sql_operations>  
96          <sql_operation type="statement">DROP TABLE [tempdb].[dbo].[TEMP_ID_16893]</sql_operation>  
97        </sql_operations>  
98      </dsql_operation>  
99      <dsql_operation operation_type="RETURN">  
100        <location distribution="AllDistributions" />  
101        <select>SELECT   [T1_1].[col] AS [col],  
102           [T1_1].[col1] AS [col1],  
103           [T1_1].[StateProvinceName] AS [StateProvinceName],  
104           [T1_1].[SalesTerritoryGroup] AS [SalesTerritoryGroup],  
105           [T1_1].[col2] AS [col2]  
106  FROM     (SELECT CONVERT (INT, [T2_1].[col], 0) AS [col],  
107                   CONVERT (INT, [T2_1].[col1], 0) AS [col1],  
108                   [T2_1].[StateProvinceName] AS [StateProvinceName],  
109                   [T2_1].[SalesTerritoryGroup] AS [SalesTerritoryGroup],  
110                   [T2_1].[col] AS [col2]  
111            FROM   (SELECT CASE  
112                            WHEN ([T3_1].[col] = CAST ((0) AS BIGINT)) THEN CAST (NULL AS MONEY)  
113                            ELSE ([T3_1].[col1] / CONVERT (MONEY, [T3_1].[col], 0))  
114                           END AS [col],  
115                           CASE  
116                            WHEN ([T3_1].[col2] = CAST ((0) AS BIGINT)) THEN CAST (NULL AS MONEY)  
117                            ELSE ([T3_1].[col3] / CONVERT (MONEY, [T3_1].[col2], 0))  
118                           END AS [col1],  
119                           [T3_1].[StateProvinceName] AS [StateProvinceName],  
120                           [T3_1].[SalesTerritoryGroup] AS [SalesTerritoryGroup]  
121                    FROM   (SELECT ISNULL([T4_1].[col], CONVERT (BIGINT, 0, 0)) AS [col],  
122                                   ISNULL([T4_1].[col1], CONVERT (MONEY, 0.00, 0)) AS [col1],  
123                                   ISNULL([T4_1].[col2], CONVERT (BIGINT, 0, 0)) AS [col2],  
124                                   ISNULL([T4_1].[col3], CONVERT (MONEY, 0.00, 0)) AS [col3],  
125                                   [T4_1].[StateProvinceName] AS [StateProvinceName],  
126                                   [T4_1].[SalesTerritoryGroup] AS [SalesTerritoryGroup]  
127                            FROM   (SELECT   SUM([T5_1].[col]) AS [col],  
128                                             SUM([T5_1].[col1]) AS [col1],  
129                                             SUM([T5_1].[col2]) AS [col2],  
130                                             SUM([T5_1].[col3]) AS [col3],  
131                                             [T5_1].[StateProvinceName] AS [StateProvinceName],  
132                                             [T5_1].[SalesTerritoryGroup] AS [SalesTerritoryGroup]  
133                                    FROM     [tempdb].[dbo].[TEMP_ID_16894] AS T5_1  
134                                    GROUP BY [T5_1].[StateProvinceName], [T5_1].[SalesTerritoryGroup]) AS T4_1) AS T3_1) AS T2_1) AS T1_1  
135  ORDER BY [T1_1].[col2] DESC</select>  
136      </dsql_operation>  
137      <dsql_operation operation_type="ON">  
138        <location permanent="false" distribution="AllDistributions" />  
139        <sql_operations>  
140          <sql_operation type="statement">DROP TABLE [tempdb].[dbo].[TEMP_ID_16894]</sql_operation>  
141        </sql_operations>  
142      </dsql_operation>  
143    </dsql_operations>  
144  </dsql_query>  

EXPLAIN 輸出的意義

上一個程式碼區塊中的輸出包含 144 個有編號的行。 您的查詢輸出可能稍有不同。 下列清單說明重要區段。

  • 第 3 到 16 行提供正在分析之查詢的描述。

  • 第 17 行指定作業的總數是 9。 您可以尋找單字 dsql_operation 找到每個作業的開始。

  • 第 18 行啟動第 1 個作業。 第 18 行和第 19 行表示 RND_ID 作業會建立一個用於物件描述的隨機識別碼號碼。 範例輸出中描述的物件為 TEMP_ID_16893。 您的號碼將會不同。

  • 第 20 行啟動第 2 個作業。 第 21 到 25 行:在所有計算節點上,建立名為 TEMP_ID_16893 的暫存資料表。

  • 第 26 行啟動第 3 個作業。 第 27 到 37 行:使用廣播移動將資料移動至 TEMP_ID_16893。 提供傳送至每個計算節點的查詢。 第 37 行指定目的地資料表為 TEMP_ID_16893

  • 第 38 行啟動第 4 個作業。 第 39 到 40 行:建立資料表的隨機識別碼。 TEMP_ID_16894 是範例中的識別碼號碼。 您的號碼將會不同。

  • 第 41 行啟動第 5 個作業。 第 42 到 46 行:在所有節點上,建立名為 TEMP_ID_16894 的暫存資料表。

  • 第 47 行啟動第 6 個作業。 第 48 到 91 行:使用隨機移動作業,從各個資料表 (包括 TEMP_ID_16893) 將資料移到資料表 TEMP_ID_16893。 提供傳送至每個計算節點的查詢。 第 90 行指定目的地資料表為 TEMP_ID_16894。 第 91 行指定資料行。

  • 第 92 行啟動第 7 個作業。 第 93 到 97 行:在所有計算節點上,卸除名為 TEMP_ID_16893 的暫存資料表。

  • 第 98 行啟動第 8 個作業。 第 99 到 135 行:將結果傳回至用戶端。 使用提供的查詢取得結果。

  • 第 136 行啟動第 9 個作業。 第 137 到 140 行:在所有節點上,卸除名為 TEMP_ID_16894 的暫存資料表。

提交 EXPLAIN 陳述式 WITH_RECOMMENDATIONS

EXPLAIN WITH_RECOMMENDATIONS
select count(*)
from ((select distinct c_last_name, c_first_name, d_date
       from store_sales, date_dim, customer
       where store_sales.ss_sold_date_sk = date_dim.d_date_sk
         and store_sales.ss_customer_sk = customer.c_customer_sk
         and d_month_seq between 1194 and 1194+11)
       except
      (select distinct c_last_name, c_first_name, d_date
       from catalog_sales, date_dim, customer
       where catalog_sales.cs_sold_date_sk = date_dim.d_date_sk
         and catalog_sales.cs_bill_customer_sk = customer.c_customer_sk
         and d_month_seq between 1194 and 1194+11)
) top_customers

EXPLAIN WITH_RECOMMENDATIONS 的範例輸出

下列範例輸出包括建立名為 View1 的建議具體化檢視。

<?xml version="1.0" encoding="utf-8"?>
<dsql_query number_nodes="1" number_distributions="8" number_distributions_per_node="8">
  <sql>select count(*) 
from ((select distinct c_last_name, c_first_name, d_date
       from store_sales, date_dim, customer
       where store_sales.ss_sold_date_sk = date_dim.d_date_sk
         and store_sales.ss_customer_sk = customer.c_customer_sk
         and d_month_seq between 1194 and 1194+11)
       except
      (select distinct c_last_name, c_first_name, d_date
       from catalog_sales, date_dim, customer
       where catalog_sales.cs_sold_date_sk = date_dim.d_date_sk
         and catalog_sales.cs_bill_customer_sk = customer.c_customer_sk
         and d_month_seq between 1194 and 1194+11)
) top_customers</sql>
  <materialized_view_candidates>
    <materialized_view_candidates with_constants="False">CREATE MATERIALIZED VIEW View1 WITH (DISTRIBUTION = HASH([Expr0])) AS
SELECT [tpcds10].[dbo].[customer].[c_last_name] AS [Expr0],
       [tpcds10].[dbo].[customer].[c_first_name] AS [Expr1],
       [tpcds10].[dbo].[date_dim].[d_date] AS [Expr2],
       [tpcds10].[dbo].[date_dim].[d_month_seq] AS [Expr3]
FROM [dbo].[store_sales],
     [dbo].[date_dim],
     [dbo].[customer]
WHERE ([tpcds10].[dbo].[store_sales].[ss_customer_sk]=[tpcds10].[dbo].[customer].[c_customer_sk])
  AND ([tpcds10].[dbo].[store_sales].[ss_sold_date_sk]=[tpcds10].[dbo].[date_dim].[d_date_sk])
GROUP BY [tpcds10].[dbo].[customer].[c_last_name],
         [tpcds10].[dbo].[customer].[c_first_name],
         [tpcds10].[dbo].[date_dim].[d_date],
         [tpcds10].[dbo].[date_dim].[d_month_seq]</materialized_view_candidates>
    <materialized_view_candidates with_constants="False">CREATE MATERIALIZED VIEW View2 WITH (DISTRIBUTION = HASH([Expr0])) AS
SELECT [tpcds10].[dbo].[customer].[c_last_name] AS [Expr0],
       [tpcds10].[dbo].[customer].[c_first_name] AS [Expr1],
       [tpcds10].[dbo].[date_dim].[d_date] AS [Expr2],
       [tpcds10].[dbo].[date_dim].[d_month_seq] AS [Expr3]
FROM [dbo].[catalog_sales],
    [dbo].[date_dim],
     [dbo].[customer]
WHERE ([tpcds10].[dbo].[catalog_sales].[cs_bill_customer_sk]=[tpcds10].[dbo].[customer].[c_customer_sk])
  AND ([tpcds10].[dbo].[catalog_sales].[cs_sold_date_sk]=[tpcds10].[dbo].[date_dim].[d_date_sk])
GROUP BY [tpcds10].[dbo].[customer].[c_last_name],
         [tpcds10].[dbo].[customer].[c_first_name],
         [tpcds10].[dbo].[date_dim].[d_date],
         [tpcds10].[dbo].[date_dim].[d_month_seq]</materialized_view_candidates>
    <materialized_view_candidates with_constants="True">CREATE MATERIALIZED VIEW View3 WITH (DISTRIBUTION = HASH([Expr0])) AS
SELECT [tpcds10].[dbo].[customer].[c_last_name] AS [Expr0],
       [tpcds10].[dbo].[customer].[c_first_name] AS [Expr1],
       [tpcds10].[dbo].[date_dim].[d_date] AS [Expr2]
FROM [dbo].[store_sales],
     [dbo].[date_dim],
     [dbo].[customer]
WHERE ([tpcds10].[dbo].[store_sales].[ss_customer_sk]=[tpcds10].[dbo].[customer].[c_customer_sk])
  AND ([tpcds10].[dbo].[store_sales].[ss_sold_date_sk]=[tpcds10].[dbo].[date_dim].[d_date_sk])
  AND ([tpcds10].[dbo].[date_dim].[d_month_seq]&gt;=(1194))
  AND ([tpcds10].[dbo].[date_dim].[d_month_seq]&lt;=(1205))
GROUP BY [tpcds10].[dbo].[customer].[c_last_name],
         [tpcds10].[dbo].[customer].[c_first_name],
         [tpcds10].[dbo].[date_dim].[d_date]</materialized_view_candidates>
    <materialized_view_candidates with_constants="True">CREATE MATERIALIZED VIEW View4 WITH (DISTRIBUTION = HASH([Expr0])) AS
SELECT [tpcds10].[dbo].[customer].[c_last_name] AS [Expr0],
       [tpcds10].[dbo].[customer].[c_first_name] AS [Expr1],
       [tpcds10].[dbo].[date_dim].[d_date] AS [Expr2]
FROM [dbo].[catalog_sales],
     [dbo].[date_dim],
     [dbo].[customer]
WHERE ([tpcds10].[dbo].[catalog_sales].[cs_bill_customer_sk]=[tpcds10].[dbo].[customer].[c_customer_sk])
  AND ([tpcds10].[dbo].[catalog_sales].[cs_sold_date_sk]=[tpcds10].[dbo].[date_dim].[d_date_sk])
  AND ([tpcds10].[dbo].[date_dim].[d_month_seq]&gt;=(1194))
  AND ([tpcds10].[dbo].[date_dim].[d_month_seq]&lt;=(1205))
GROUP BY [tpcds10].[dbo].[customer].[c_last_name],
         [tpcds10].[dbo].[customer].[c_first_name],
         [tpcds10].[dbo].[date_dim].[d_date]</materialized_view_candidates>
  </materialized_view_candidates>
  <dsql_operations total_cost="3472197.35650704" total_number_operations="28">
    <dsql_operation operation_type="RND_ID">
      <identifier>TEMP_ID_1</identifier>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllComputeNodes" />
      <sql_operations>
        <sql_operation type="statement">CREATE TABLE [tempdb].[dbo].[TEMP_ID_1] ([c_customer_sk] INT NOT NULL, [c_first_name] CHAR(20) COLLATE SQL_Latin1_General_CP1_CI_AS, [c_last_name] CHAR(30) COLLATE SQL_Latin1_General_CP1_CI_AS ) WITH(DATA_COMPRESSION=PAGE);</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="BROADCAST_MOVE">
      <operation_cost cost="842400" accumulative_cost="842400" average_rowsize="54" output_rows="65000000" GroupNumber="44" />
      <source_statement>SELECT [T1_1].[c_customer_sk] AS [c_customer_sk],
       [T1_1].[c_first_name] AS [c_first_name],
       [T1_1].[c_last_name] AS [c_last_name]
FROM   [tpcds10].[dbo].[customer] AS T1_1</source_statement>
      <destination_table>[TEMP_ID_1]</destination_table>
    </dsql_operation>
    <dsql_operation operation_type="RND_ID">
      <identifier>TEMP_ID_2</identifier>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllComputeNodes" />
      <sql_operations>
        <sql_operation type="statement">CREATE TABLE [tempdb].[dbo].[TEMP_ID_2] ([d_date_sk] INT NOT NULL, [d_date] DATE ) WITH(DATA_COMPRESSION=PAGE);</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="BROADCAST_MOVE">
      <operation_cost cost="0.62729352" accumulative_cost="842400.62729352" average_rowsize="7" output_rows="373.389" GroupNumber="43" />
      <source_statement>SELECT [T1_1].[d_date_sk] AS [d_date_sk],
       [T1_1].[d_date] AS [d_date]
FROM   (SELECT [T2_1].[d_date_sk] AS [d_date_sk],
               [T2_1].[d_date] AS [d_date]
        FROM   [tpcds10].[dbo].[date_dim] AS T2_1
        WHERE  (([T2_1].[d_month_seq] &gt;= CAST ((1194) AS INT))
                AND ([T2_1].[d_month_seq] &lt;= CAST ((1205) AS INT)))) AS T1_1</source_statement>
      <destination_table>[TEMP_ID_2]</destination_table>
    </dsql_operation>
    <dsql_operation operation_type="RND_ID">
      <identifier>TEMP_ID_3</identifier>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllDistributions" />
      <sql_operations>
        <sql_operation type="statement">CREATE TABLE [tempdb].[dbo].[TEMP_ID_3] ([cs_bill_customer_sk] INT, [d_date] DATE ) WITH(DATA_COMPRESSION=PAGE);</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="SHUFFLE_MOVE">
      <operation_cost cost="610362.9" accumulative_cost="1452763.52729352" average_rowsize="7" output_rows="2906490000" GroupNumber="57" />
      <source_statement>SELECT [T1_1].[cs_bill_customer_sk] AS [cs_bill_customer_sk],
       [T1_1].[d_date] AS [d_date]
FROM   (SELECT [T2_2].[cs_bill_customer_sk] AS [cs_bill_customer_sk],
               [T2_1].[d_date] AS [d_date]
        FROM   [tempdb].[dbo].[TEMP_ID_2] AS T2_1
               INNER JOIN
               [tpcds10].[dbo].[catalog_sales] AS T2_2
               ON ([T2_2].[cs_sold_date_sk] = [T2_1].[d_date_sk])) AS T1_1</source_statement>
      <destination_table>[TEMP_ID_3]</destination_table>
      <shuffle_columns>d_date;</shuffle_columns>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllComputeNodes" />
      <sql_operations>
        <sql_operation type="statement">DROP TABLE [tempdb].[dbo].[TEMP_ID_2]</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="RND_ID">
      <identifier>TEMP_ID_4</identifier>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllComputeNodes" />
      <sql_operations>
        <sql_operation type="statement">CREATE TABLE [tempdb].[dbo].[TEMP_ID_4] ([c_customer_sk] INT NOT NULL, [c_first_name] CHAR(20) COLLATE SQL_Latin1_General_CP1_CI_AS, [c_last_name] CHAR(30) COLLATE SQL_Latin1_General_CP1_CI_AS ) WITH(DATA_COMPRESSION=PAGE);</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="BROADCAST_MOVE">
      <operation_cost cost="842400" accumulative_cost="2295163.52729352" average_rowsize="54" output_rows="65000000" GroupNumber="36" />
      <source_statement>SELECT [T1_1].[c_customer_sk] AS [c_customer_sk],
       [T1_1].[c_first_name] AS [c_first_name],
       [T1_1].[c_last_name] AS [c_last_name]
FROM   [tpcds10].[dbo].[customer] AS T1_1</source_statement>
      <destination_table>[TEMP_ID_4]</destination_table>
    </dsql_operation>
    <dsql_operation operation_type="RND_ID">
      <identifier>TEMP_ID_5</identifier>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllComputeNodes" />
      <sql_operations>
        <sql_operation type="statement">CREATE TABLE [tempdb].[dbo].[TEMP_ID_5] ([d_date_sk] INT NOT NULL, [d_date] DATE ) WITH(DATA_COMPRESSION=PAGE);</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="BROADCAST_MOVE">
      <operation_cost cost="0.62729352" accumulative_cost="2295164.15458704" average_rowsize="7" output_rows="373.389" GroupNumber="35" />
      <source_statement>SELECT [T1_1].[d_date_sk] AS [d_date_sk],
       [T1_1].[d_date] AS [d_date]
FROM   (SELECT [T2_1].[d_date_sk] AS [d_date_sk],
               [T2_1].[d_date] AS [d_date]
        FROM   [tpcds10].[dbo].[date_dim] AS T2_1
        WHERE  (([T2_1].[d_month_seq] &gt;= CAST ((1194) AS INT))
                AND ([T2_1].[d_month_seq] &lt;= CAST ((1205) AS INT)))) AS T1_1</source_statement>
      <destination_table>[TEMP_ID_5]</destination_table>
    </dsql_operation>
    <dsql_operation operation_type="RND_ID">
      <identifier>TEMP_ID_6</identifier>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllDistributions" />
      <sql_operations>
        <sql_operation type="statement">CREATE TABLE [tempdb].[dbo].[TEMP_ID_6] ([ss_customer_sk] INT, [d_date] DATE ) WITH(DATA_COMPRESSION=PAGE);</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="SHUFFLE_MOVE">
      <operation_cost cost="1177033.2" accumulative_cost="3472197.35458704" average_rowsize="7" output_rows="5604920000" GroupNumber="54" />
      <source_statement>SELECT [T1_1].[ss_customer_sk] AS [ss_customer_sk],
       [T1_1].[d_date] AS [d_date]
FROM   (SELECT [T2_2].[ss_customer_sk] AS [ss_customer_sk],
               [T2_1].[d_date] AS [d_date]
        FROM   [tempdb].[dbo].[TEMP_ID_5] AS T2_1
               INNER JOIN
               [tpcds10].[dbo].[store_sales] AS T2_2
               ON ([T2_2].[ss_sold_date_sk] = [T2_1].[d_date_sk])) AS T1_1</source_statement>
      <destination_table>[TEMP_ID_6]</destination_table>
      <shuffle_columns>d_date;</shuffle_columns>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllComputeNodes" />
      <sql_operations>
        <sql_operation type="statement">DROP TABLE [tempdb].[dbo].[TEMP_ID_5]</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="Control" />
     <sql_operations>
        <sql_operation type="statement">CREATE TABLE [tempdb].[QTables].[QTable_87367172aa554f06b73cf3ed97e5b985] ([col] BIGINT ) WITH(DATA_COMPRESSION=PAGE);</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="PARTITION_MOVE">
      <operation_cost cost="0.00192" accumulative_cost="3472197.35650704" average_rowsize="8" output_rows="1" GroupNumber="66" />
      <location distribution="AllDistributions" />
      <source_statement>SELECT [T1_1].[col] AS [col]
FROM   (SELECT   COUNT_BIG(CAST ((0) AS INT)) AS [col]
        FROM     (SELECT   0 AS [col]
                  FROM     [tempdb].[dbo].[TEMP_ID_4] AS T3_1
                           INNER JOIN
                           [tempdb].[dbo].[TEMP_ID_6] AS T3_2
                           ON ([T3_2].[ss_customer_sk] = [T3_1].[c_customer_sk])
                  GROUP BY [T3_1].[c_last_name], [T3_1].[c_first_name], [T3_2].[d_date]
                  HAVING   NOT EXISTS (SELECT   1 AS C1
                                       FROM     [tempdb].[dbo].[TEMP_ID_1] AS T4_1
                                                INNER JOIN
                                                [tempdb].[dbo].[TEMP_ID_3] AS T4_2
                                                ON ([T4_2].[cs_bill_customer_sk] = [T4_1].[c_customer_sk])
                                       GROUP BY [T4_1].[c_last_name], [T4_1].[c_first_name], [T4_2].[d_date]
                                       HAVING   (([T3_1].[c_last_name] = [T4_1].[c_last_name]
                                                  OR ([T3_1].[c_last_name] IS NULL
                                                      AND [T4_1].[c_last_name] IS NULL))
                                                 AND ([T3_1].[c_first_name] = [T4_1].[c_first_name]
                                                      OR ([T3_1].[c_first_name] IS NULL
                                                          AND [T4_1].[c_first_name] IS NULL))
                                                     AND ([T3_2].[d_date] = [T4_2].[d_date]
                                                          OR ([T3_2].[d_date] IS NULL
                                                              AND [T4_2].[d_date] IS NULL))))) AS T2_1
        GROUP BY [T2_1].[col]) AS T1_1</source_statement>
      <destination>Control</destination>
      <destination_table>[QTable_87367172aa554f06b73cf3ed97e5b985]</destination_table>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllDistributions" />
      <sql_operations>
        <sql_operation type="statement">DROP TABLE [tempdb].[dbo].[TEMP_ID_6]</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllComputeNodes" />
      <sql_operations>
        <sql_operation type="statement">DROP TABLE [tempdb].[dbo].[TEMP_ID_4]</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllDistributions" />
      <sql_operations>
        <sql_operation type="statement">DROP TABLE [tempdb].[dbo].[TEMP_ID_3]</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="AllComputeNodes" />
      <sql_operations>
        <sql_operation type="statement">DROP TABLE [tempdb].[dbo].[TEMP_ID_1]</sql_operation>
      </sql_operations>
    </dsql_operation>
    <dsql_operation operation_type="RETURN">
      <location distribution="Control" />
      <select>SELECT [T1_1].[col] AS [col]
FROM   (SELECT CONVERT (INT, [T2_1].[col], 0) AS [col]
        FROM   (SELECT ISNULL([T3_1].[col], CONVERT (BIGINT, 0, 0)) AS [col]
                FROM   (SELECT SUM([T4_1].[col]) AS [col]
                        FROM   [tempdb].[QTables].[QTable_87367172aa554f06b73cf3ed97e5b985] AS T4_1) AS T3_1) AS T2_1) AS T1_1</select>
    </dsql_operation>
    <dsql_operation operation_type="ON">
      <location permanent="false" distribution="Control" />
      <sql_operations>
        <sql_operation type="statement">DROP TABLE [tempdb].[QTables].[QTable_87367172aa554f06b73cf3ed97e5b985]</sql_operation>
      </sql_operations>
    </dsql_operation>
  </dsql_operations>
</dsql_query>

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