Why do multiple-table joins produce duplicate rows?
If one of the tables M
, S
, D
, or H
has more than one row for a given Id
(if just the Id
column is not the Primary Key), then the query would result in "duplicate" rows. If you have more than one row for an Id
in a table, then the other columns, which would uniquely identify a row, also must be included in the JOIN condition(s).
References:
Related Question on MSDN Forum
This might sound like a really basic "DUH" answer, but make sure that the column you're using to Lookup from on the merging file is actually full of unique values!
I noticed earlier today that PowerQuery won't throw you an error (like in PowerPivot) and will happily allow you to run a Many-Many merge. This will result in multiple rows being produced for each record that matches with a non-unique value.
When you have related tables you often have one-to-many or many-to-many relationships. So when you join to TableB each record in TableA many have multiple records in TableB. This is normal and expected.
Now at times you only need certain columns and those are all the same for all the records, then you would need to do some sort of group by or distinct to remove the duplicates. Let's look at an example:
TableA
Id Field1
1 test
2 another test
TableB
ID Field2 field3
1 Test1 something
1 test1 More something
2 Test2 Anything
So when you join them and select all the files you get:
select *
from tableA a
join tableb b on a.id = b.id
a.Id a.Field1 b.id b.field2 b.field3
1 test 1 Test1 something
1 test 1 Test1 More something
2 another test 2 2 Test2 Anything
These are not duplicates because the values of Field3 are different even though there are repeated values in the earlier fields. Now when you only select certain columns the same number of records are being joined together but since the columns with the different information is not being displayed they look like duplicates.
select a.Id, a.Field1, b.field2
from tableA a
join tableb b on a.id = b.id
a.Id a.Field1 b.field2
1 test Test1
1 test Test1
2 another test Test2
This appears to be duplicates but it is not because of the multiple records in TableB.
You normally fix this by using aggregates and group by, by using distinct or by filtering in the where clause to remove duplicates. How you solve this depends on exactly what your business rule is and how your database is designed and what kind of data is in there.
Make sure your join query is correct: i was facing this issue due to join query issue
/****** Script for command from SSMS ******/
SELECT [TransWorkShopNo]
,[TransformerCapacity].[CapacistyPrice]
,[TransformerCapacity].[HTCoilPrice]
,[TransformerCapacity].[LTCoilReclaimedPrice]
,[TransformerCapacity].[LTCoilNewPrice]
FROM [Hi-Lit-Electronics].[dbo].[TransformerData] inner join TransformerCapacity on [TransformerData].CapacistyID= [TransformerCapacity].CapacistyID
inner join TransformerItem on [TransformerData].ItemID= TransformerCapacity.ItemID
TransformerCapacity.ItemID Here this was wrong