WITH --min and max periods minmax AS ( SELECT (SELECT lower(dur) FROM evt.fspr WHERE id = '2018.08') mind ,(SELECT lower(dur) FROM evt.fspr WHERE id = '2018.11') maxd ) --list each period in min and max ,prng AS ( SELECT id ,dur ,prop FROM evt.fspr f CROSS JOIN minmax WHERE lower(f.dur) >= mind AND lower(f.dur) <= maxd ) --get every account involved in target range ,arng AS ( SELECT DISTINCT acct FROM evt.bal b INNER JOIN prng ON prng.id = b.fspr ) ,bld AS ( WITH RECURSIVE rf (acct, id, dur, propr, obal, debits, credits, cbal) AS ( SELECT a.acct ,f.id ,f.dur ,f.prop ,COALESCE(b.obal,0)::numeric(12,2) ,COALESCE(b.debits,0)::numeric(12,2) ,COALESCE(b.credits,0)::numeric(12,2) ,COALESCE(b.cbal,0)::numeric(12,2) FROM arng a INNER JOIN evt.fspr f ON lower(f.dur) = (SELECT mind FROM minmax) LEFT OUTER JOIN evt.bal b ON b.acct = a.acct AND b.fspr = f.id UNION ALL SELECT rf.acct ,f.id ,f.dur ,f.prop ,rf.cbal ,COALESCE(b.debits,0)::numeric(12,2) ,COALESCE(b.credits,0)::numeric(12,2) ,(rf.cbal + COALESCE(b.debits,0) + COALESCE(b.credits,0))::NUMERIC(12,2) FROM rf INNER JOIN evt.fspr f ON lower(f.dur) = upper(rf.dur) LEFT OUTER JOIN evt.bal b ON b.acct = rf.acct AND b.fspr = f.id WHERE lower(f.dur) <= (SELECT maxd FROM minmax) ) select * from rf ) SELECT acct ,id ,dur ,obal ,debits ,credits ,cbal FROM bld ORDER BY acct ,id