Consider a column named EmployeeName table Employee. The goal is to delete repeated records, based on the EmployeeName field.
EmployeeName
------------
Anand
Anand
Anil
Dipak
Anil
Dipak
Dipak
Anil
Using one query, I want to delete the records which are repeated.
How can this be done with TSQL in SQL Server?
You can do this with window functions. It will order the dupes by empId, and delete all but the first one.
delete x from (
select *, rn=row_number() over (partition by EmployeeName order by empId)
from Employee
) x
where rn > 1;
Run it as a select to see what would be deleted:
select *
from (
select *, rn=row_number() over (partition by EmployeeName order by empId)
from Employee
) x
where rn > 1;
Assuming that your Employee table also has a unique column (ID in the example below), the following will work:
delete from Employee
where ID not in
(
select min(ID)
from Employee
group by EmployeeName
);
This will leave the version with the lowest ID in the table.
Edit
Re McGyver's comment - as of SQL 2012
MINcan be used with numeric, char, varchar, uniqueidentifier, or datetime columns, but not with bit columns
For 2008 R2 and earlier,
MIN can be used with numeric, char, varchar, or datetime columns, but not with bit columns (and it also doesn't work with GUID's)
For 2008R2 you'll need to cast the GUID to a type supported by MIN, e.g.
delete from GuidEmployees
where CAST(ID AS binary(16)) not in
(
select min(CAST(ID AS binary(16)))
from GuidEmployees
group by EmployeeName
);
You could try something like the following:
delete T1
from MyTable T1, MyTable T2
where T1.dupField = T2.dupField
and T1.uniqueField > T2.uniqueField
(this assumes that you have an integer based unique field)
Personally though I'd say you were better off trying to correct the fact that duplicate entries are being added to the database before it occurs rather than as a post fix-it operation.
DELETE
FROM MyTable
WHERE ID NOT IN (
SELECT MAX(ID)
FROM MyTable
GROUP BY DuplicateColumn1, DuplicateColumn2, DuplicateColumn3)
WITH TempUsers (FirstName, LastName, duplicateRecordCount)
AS
(
SELECT FirstName, LastName,
ROW_NUMBER() OVER (PARTITIONBY FirstName, LastName ORDERBY FirstName) AS duplicateRecordCount
FROM dbo.Users
)
DELETE
FROM TempUsers
WHERE duplicateRecordCount > 1
WITH CTE AS
(
SELECT EmployeeName,
ROW_NUMBER() OVER(PARTITION BY EmployeeName ORDER BY EmployeeName) AS R
FROM employee_table
)
DELETE CTE WHERE R > 1;
The magic of common table expressions.
Try
DELETE
FROM employee
WHERE rowid NOT IN (SELECT MAX(rowid) FROM employee
GROUP BY EmployeeName);
If you're looking for a way to remove duplicates, yet you have a foreign key pointing to the table with duplicates, you could take the following approach using a slow yet effective cursor.
It will relocate the duplicate keys on the foreign key table.
create table #properOlvChangeCodes(
id int not null,
name nvarchar(max) not null
)
DECLARE @name VARCHAR(MAX);
DECLARE @id INT;
DECLARE @newid INT;
DECLARE @oldid INT;
DECLARE OLVTRCCursor CURSOR FOR SELECT id, name FROM Sales_OrderLineVersionChangeReasonCode;
OPEN OLVTRCCursor;
FETCH NEXT FROM OLVTRCCursor INTO @id, @name;
WHILE @@FETCH_STATUS = 0
BEGIN
-- determine if it should be replaced (is already in temptable with name)
if(exists(select * from #properOlvChangeCodes where Name=@name)) begin
-- if it is, finds its id
Select top 1 @newid = id
from Sales_OrderLineVersionChangeReasonCode
where Name = @name
-- replace terminationreasoncodeid in olv for the new terminationreasoncodeid
update Sales_OrderLineVersion set ChangeReasonCodeId = @newid where ChangeReasonCodeId = @id
-- delete the record from the terminationreasoncode
delete from Sales_OrderLineVersionChangeReasonCode where Id = @id
end else begin
-- insert into temp table if new
insert into #properOlvChangeCodes(Id, name)
values(@id, @name)
end
FETCH NEXT FROM OLVTRCCursor INTO @id, @name;
END;
CLOSE OLVTRCCursor;
DEALLOCATE OLVTRCCursor;
drop table #properOlvChangeCodes
delete from person
where ID not in
(
select t.id from
(select min(ID) as id from person
group by email
) as t
);
Please see the below way of deletion too.
Declare @Employee table (EmployeeName varchar(10))
Insert into @Employee values
('Anand'),('Anand'),('Anil'),('Dipak'),
('Anil'),('Dipak'),('Dipak'),('Anil')
Select * from @Employee
Created a sample table named @Employee and loaded it with given data.
Delete aliasName from (
Select *,
ROW_NUMBER() over (Partition by EmployeeName order by EmployeeName) as rowNumber
From @Employee) aliasName
Where rowNumber > 1
Select * from @Employee
Result:
I know, this is asked six years ago, posting just incase it is helpful for anyone.
Here's a nice way of deduplicating records in a table that has an identity column based on a desired primary key that you can define at runtime. Before I start I'll populate a sample data set to work with using the following code:
if exists (select 1 from sys.all_objects where type='u' and name='_original')
drop table _original
declare @startyear int = 2017
declare @endyear int = 2018
declare @iterator int = 1
declare @income money = cast((SELECT round(RAND()*(5000-4990)+4990 , 2)) as money)
declare @salesrepid int = cast(floor(rand()*(9100-9000)+9000) as varchar(4))
create table #original (rowid int identity, monthyear varchar(max), salesrepid int, sale money)
while @iterator<=50000 begin
insert #original
select (Select cast(floor(rand()*(@endyear-@startyear)+@startyear) as varchar(4))+'-'+ cast(floor(rand()*(13-1)+1) as varchar(2)) ), @salesrepid , @income
set @salesrepid = cast(floor(rand()*(9100-9000)+9000) as varchar(4))
set @income = cast((SELECT round(RAND()*(5000-4990)+4990 , 2)) as money)
set @iterator=@iterator+1
end
update #original
set monthyear=replace(monthyear, '-', '-0') where len(monthyear)=6
select * into _original from #original
Next I'll create a Type called ColumnNames:
create type ColumnNames AS table
(Columnnames varchar(max))
Finally I will create a stored proc with the following 3 caveats: 1. The proc will take a required parameter @tablename that defines the name of the table you are deleting from in your database. 2. The proc has an optional parameter @columns that you can use to define the fields that make up the desired primary key that you are deleting against. If this field is left blank, it is assumed that all the fields besides the identity column make up the desired primary key. 3. When duplicate records are deleted, the record with the lowest value in it's identity column will be maintained.
Here is my delete_dupes stored proc:
create proc delete_dupes (@tablename varchar(max), @columns columnnames readonly)
as
begin
declare @table table (iterator int, name varchar(max), is_identity int)
declare @tablepartition table (idx int identity, type varchar(max), value varchar(max))
declare @partitionby varchar(max)
declare @iterator int= 1
if exists (select 1 from @columns) begin
declare @columns1 table (iterator int, columnnames varchar(max))
insert @columns1
select 1, columnnames from @columns
set @partitionby = (select distinct
substring((Select ', '+t1.columnnames
From @columns1 t1
Where T1.iterator = T2.iterator
ORDER BY T1.iterator
For XML PATH ('')),2, 1000) partition
From @columns1 T2 )
end
insert @table
select 1, a.name, is_identity from sys.all_columns a join sys.all_objects b on a.object_id=b.object_id
where b.name = @tablename
declare @identity varchar(max)= (select name from @table where is_identity=1)
while @iterator>=0 begin
insert @tablepartition
Select distinct case when @iterator=1 then 'order by' else 'over (partition by' end ,
substring((Select ', '+t1.name
From @table t1
Where T1.iterator = T2.iterator and is_identity=@iterator
ORDER BY T1.iterator
For XML PATH ('')),2, 5000) partition
From @table T2
set @iterator=@iterator-1
end
declare @originalpartition varchar(max)
if @partitionby is null begin
select @originalpartition = replace(b.value+','+a.type+a.value ,'over (partition by','') from @tablepartition a cross join @tablepartition b where a.idx=2 and b.idx=1
select @partitionby = a.type+a.value+' '+b.type+a.value+','+b.value+') rownum' from @tablepartition a cross join @tablepartition b where a.idx=2 and b.idx=1
end
else
begin
select @originalpartition=b.value +','+ @partitionby from @tablepartition a cross join @tablepartition b where a.idx=2 and b.idx=1
set @partitionby = (select 'OVER (partition by'+ @partitionby + ' ORDER BY'+ @partitionby + ','+b.value +') rownum'
from @tablepartition a cross join @tablepartition b where a.idx=2 and b.idx=1)
end
exec('select row_number() ' + @partitionby +', '+@originalpartition+' into ##temp from '+ @tablename+'')
exec(
'delete a from _original a
left join ##temp b on a.'+@identity+'=b.'+@identity+' and rownum=1
where b.rownum is null')
drop table ##temp
end
Once this is complied, you can delete all your duplicate records by running the proc. To delete dupes without defining a desired primary key use this call:
exec delete_dupes '_original'
To delete dupes based on a defined desired primary key use this call:
declare @table1 as columnnames
insert @table1
values ('salesrepid'),('sale')
exec delete_dupes '_original' , @table1
