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?
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
alter table MyTable add sno int identity(1,1)
delete from MyTable where sno in
(
select sno from (
select *,
RANK() OVER ( PARTITION BY RowID,Col3 ORDER BY sno DESC )rank
From MyTable
)T
where rank>1
)
alter table MyTable
drop column sno
其他回答
这个查询为我展示了非常好的性能:
DELETE tbl
FROM
MyTable tbl
WHERE
EXISTS (
SELECT
*
FROM
MyTable tbl2
WHERE
tbl2.SameValue = tbl.SameValue
AND tbl.IdUniqueValue < tbl2.IdUniqueValue
)
它在30秒多一点的时间内从2M的表中删除了1M行(50%重复)
我想提一下这种方法,它可能是有帮助的,并且适用于所有SQL服务器: 通常只有一到两个副本,副本的id和数量是已知的。在这种情况下:
SET ROWCOUNT 1 -- or set to number of rows to be deleted
delete from myTable where RowId = DuplicatedID
SET ROWCOUNT 0
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 )
DELETE
FROM
table_name T1
WHERE
rowid > (
SELECT
min(rowid)
FROM
table_name T2
WHERE
T1.column_name = T2.column_name
);
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。