Fix typos: aproximately, quering, colection, table_nam, the the.
Fix grammar: 'verify the they didn't recognized as large'.
Use idiomatic 'not in' instead of 'not x in'.
Remove unused variable assignment and commented-out debug line.
Remove unnecessary f-string prefix.
Fix '/n' to use actual newline in error message formatting.
Fix extra trailing quotes in exception messages.
Remove redundant variable assignment (maximum_primary_key_value).