Using "Clean Up Databases" should work, but if the size gets too large, as my client's blob table did, the clean up will fail due to either a SQL timeout or because SQL Server uses up all the available locks.
Another solution is to run a script to manually clean up the blobs table. We had this issue previously and Sitecore support was able to provide us with a script to do so:
DECLARE @UsableBlobs table(
ID uniqueidentifier
);
I-N-S-E-R-T INTO
@UsableBlobs
S-E-L-E-C-T convert(uniqueidentifier,[Value]) as EmpID from [Fields]
where [Value] != ''
and (FieldId='{40E50ED9-BA07-4702-992E-A912738D32DC}' or FieldId='{DBBE7D99-1388-4357-BB34-AD71EDF18ED3}')
D-E-L-E-T-E from [Blobs]
where [BlobId] not in (S-E-L-E-C-T * from @UsableBlobs)
This basically looks for blobs that are still in use and stores them in a temp table. It them compares the items in this table to the Blobs
table and deletes the ones that aren't in the temp table.
In our case, even this was bombing out due to the SQL Server locks problem, so I updated the delete statement to be delete top (x) from [Blobs]
where x is a number you feel is more appropriate. I started at 1000 and eventually went up to deleting 400,000 records at a time. (Yes, it was that large)
So try the built-in "Clean Up Databases" option first and failing that, try to run the script to manually clean the table.
Edit note: Sorry, had to change the "insert", "select" and "delete" commands to allow SO to save the entry.
Sitecore shell
, openContent Panel
application, chooseDatabase
and runClean Up Databases
tool from there. I helped me in some scenarios but I'm not sure if it will work in yours as well. – Marek Musielak