FROM statement using source data that's known to have flaws. Back to the OP - either filter out the bad records in the WHERE clause, or put a CASE statement in the UPDATE list. No need for a cursor.

I want to update a value in a table in a SQL Server Db with a value from one of the fields in the text file. I want to do this based on a query using the second field in the text file.