SELECT tab_A.id as ID, NVL (-tab_A.localcreditamount, 0) 
              AS balance,
           (SELECT checkvalue
              FROM table_B tab_B
             WHERE     checktype = '00010000000000000002'
                   AND tab_A.id = tab_B.id)
              AS pk_dept,
           (SELECT valuecode
              FROM table_B tab_B
             WHERE     checktype = '00010000000000000002'
                   AND tab_A.id = tab_B.id)
              AS dept_code,
           (SELECT checkvalue
              FROM table_B tab_B
             WHERE     checktype = '00010000000000000006'
                   AND tab_A.id = tab_B.id)
              AS pk_invcl,
           (SELECT valuecode
              FROM table_B tab_B
             WHERE     checktype = '00010000000000000006'
                   AND tab_A.id = tab_B.id)
              AS invcl_code
              .
              .
              .
              .
              .
FROM table_A tab_A 

select id,checkvalue, ... from tab_a join table_b using (id) where checktype = '00010000000000000002';

      (
        select id
              ,min(case when checktype = '00010000000000000002' then checkvalue end) pk_dept
              ,min(case when checktype = '00010000000000000002' then checkvalue end) dept_code
              ,min(case when checktype = '00010000000000000006' then checkvalue end) pk_invcl
              ,min(case when checktype = '00010000000000000006' then checkvalue end) invcl_code
        ...
        from table_b
        group by id
      ) tab_b

[oracle@localhost ~]$ oerr ora 1652
01652, 00000, "unable to extend temp segment by %s in tablespace %s"
// *Cause:  Failed to allocate an extent of the required number of blocks for
//          a temporary segment in the tablespace indicated.
// *Action: Use ALTER TABLESPACE ADD DATAFILE statement to add one or more
//          files to the tablespace indicated.

If possible, create a version of the table that is HASH PARTITIONED (say into 128 partitions) using ID.  Since this will make the rows semi-grouped by ID (all rows for any single ID (eg. group we are creating) will exist in only one partition), Oracle should know that when grouping, each partition can be done independently of the other partitions.  Thus the group operation will require maybe 33GB/128 or 1/4GB of memory do group each partition.  If Oracle is smart enough, we won't need any disk space to do the group by.