我需要从一个相当大的SQL Server表(即300,000+行)中删除重复的行。

当然,由于RowID标识字段的存在,这些行不会完全重复。

MyTable

RowID int not null identity(1,1) primary key,
Col1 varchar(20) not null,
Col2 varchar(2048) not null,
Col3 tinyint not null

我该怎么做呢?


当前回答

我知道这个问题已经回答了,但我已经创建了非常有用的sp,它将为表副本创建一个动态删除语句:

    CREATE PROCEDURE sp_DeleteDuplicate @tableName varchar(100), @DebugMode int =1
AS 
BEGIN
SET NOCOUNT ON;

IF(OBJECT_ID('tempdb..#tableMatrix') is not null) DROP TABLE #tableMatrix;

SELECT ROW_NUMBER() OVER(ORDER BY name) as rn,name into #tableMatrix FROM sys.columns where [object_id] = object_id(@tableName) ORDER BY name

DECLARE @MaxRow int = (SELECT MAX(rn) from #tableMatrix)
IF(@MaxRow is null)
    RAISERROR  ('I wasn''t able to find any columns for this table!',16,1)
ELSE 
    BEGIN
DECLARE @i int =1 
DECLARE @Columns Varchar(max) ='';

WHILE (@i <= @MaxRow)
BEGIN 
    SET @Columns=@Columns+(SELECT '['+name+'],' from #tableMatrix where rn = @i)

    SET @i = @i+1;
END

---DELETE LAST comma
SET @Columns = LEFT(@Columns,LEN(@Columns)-1)

DECLARE @Sql nvarchar(max) = '
WITH cteRowsToDelte
     AS (
SELECT ROW_NUMBER() OVER (PARTITION BY '+@Columns+' ORDER BY ( SELECT 0)) as rowNumber,* FROM '+@tableName
+')

DELETE FROM cteRowsToDelte
WHERE  rowNumber > 1;
'
SET NOCOUNT OFF;
    IF(@DebugMode = 1)
       SELECT @Sql
    ELSE
       EXEC sp_executesql @Sql
    END
END

如果你创建这样的表格

IF(OBJECT_ID('MyLitleTable') is not null)
    DROP TABLE MyLitleTable 


CREATE TABLE MyLitleTable
(
    A Varchar(10),
    B money,
    C int
)
---------------------------------------------------------

    INSERT INTO MyLitleTable VALUES
    ('ABC',100,1),
    ('ABC',100,1), -- only this row should be deleted
    ('ABC',101,1),
    ('ABC',100,2),
    ('ABCD',100,1)

    -----------------------------------------------------------

     exec sp_DeleteDuplicate 'MyLitleTable',0

它将从表中删除所有重复项。如果运行它时不带第二个参数,它将返回一条SQL语句来运行。

如果您需要排除任何列,只需在调试模式下运行它,获取代码并按照您的喜好修改它。

其他回答

删除重复记录

在这种情况下,大于操作符删除除第一条记录以外的所有记录

u1 FROM users u1 JOIN users u2 u1的地方。Id > u2.id 和u1.email = u2.email

<小于操作符在这种情况下删除除最后一条记录以外的所有记录

u1 FROM users u1 JOIN users u2 u1的地方。Id < u2.id 和u1.email = u2.email

我有一个表,需要保存不重复的行。 我不确定速度和效率。

DELETE FROM myTable WHERE RowID IN (
  SELECT MIN(RowID) AS IDNo FROM myTable
  GROUP BY Col1, Col2, Col3
  HAVING COUNT(*) = 2 )

如果您想预览要删除的行,并控制要保留的重复行。参见http://developer.azurewebsites.net/2014/09/better-sql-group-by-find-duplicate-data/

with MYCTE as (
  SELECT ROW_NUMBER() OVER (
    PARTITION BY DuplicateKey1
                ,DuplicateKey2 -- optional
    ORDER BY CreatedAt -- the first row among duplicates will be kept, other rows will be removed
  ) RN
  FROM MyTable
)
DELETE FROM MYCTE
WHERE RN > 1

哦,当然。使用临时表。如果你想要一个“工作”的单一的、性能不太好的语句,你可以使用:

DELETE FROM MyTable WHERE NOT RowID IN
    (SELECT 
        (SELECT TOP 1 RowID FROM MyTable mt2 
        WHERE mt2.Col1 = mt.Col1 
        AND mt2.Col2 = mt.Col2 
        AND mt2.Col3 = mt.Col3) 
    FROM MyTable mt)

基本上,对于表中的每一行,子选择将查找与所考虑行的完全相同的所有行的顶部RowID。因此,您最终会得到一个表示“原始”非重复行的RowIDs列表。

创建另一个由原始值组成的表:

CREATE TABLE table2 AS SELECT *, COUNT(*) FROM table1 GROUP BY name HAVING COUNT (*) > 0