forecast_api/route_sql/new_part.sql

803 lines
24 KiB
MySQL
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2019-03-21 16:50:51 -04:00
WITH
/*
the volume must be expressed in terms of units, since that is what it will be scaling
*/
target AS (select $$replace_request$$::json def)
--select * from newm
,GLD AS (
SELECT
N1COMP COMP
,N1CCYY FSYR
,KPMAXP PERDS
,N1FSPP PERD
,to_char(N1FSYP,'FM0000') FSPR
,N1SD01 SDAT
,N1ED01 EDAT
,to_char(N1ED01,'yymm') CAPR
,N1ED01 - N1SD01 +1 NDAYS
,CASE WHEN EXTRACT(MONTH FROM N1ED01) >= 6 THEN EXTRACT(YEAR FROM N1ED01) + 1 ELSE EXTRACT(YEAR FROM N1ED01) END SSYR
,to_char(CASE WHEN EXTRACT(MONTH FROM N1ED01) >= 6 THEN EXTRACT(MONTH FROM N1ED01) -5 ELSE EXTRACT(MONTH FROM N1ED01) +7 END,'00') SSPR
FROM
LGDAT.GLDATREF
INNER JOIN LGDAT.GLDATE ON
KPCOMP = N1COMP AND
KPCCYY = N1CCYY
WHERE
N1COMP = 93
--AND DIGITS(N1FSYP) = '1901'
)
,mseq AS (
SELECT * FROM
(
VALUES
('Jun',1,6,-1)
,('Jul',2,7,-1)
,('Aug',3,8,-1)
,('Sep',4,9,-1)
,('Oct',5,10,-1)
,('Nov',6,11,-1)
,('Dec',7,12,-1)
,('Jan',8,1,0)
,('Feb',9,2,0)
,('Mar',10,3,0)
,('Apr',11,4,0)
,('May',12,5,0)
) x(m,s,cal,yr)
)
,SEG AS (
SELECT
x.GLEC
,x.SEGM
FROM
(
VALUES
('1CU','Retail'),
('1GR','Greenhouse'),
('1NU','Nursery'),
('1RE','Retail'),
('2WI','Greenhouse'),
('3BM','Other'),
('3CO','Other'),
('3PE','Other'),
('3PP','Other'),
('4CO','Other'),
('4RA','Other'),
('9MI','Other'),
('9SA','Other'),
('9TO','Other')
) X(GLEC, SEGM)
)
,MG AS (
SELECT
X.F1, X.MING, X.GRP
FROM
(
VALUES
('L','000','Branded'),
('L','B10','Branded'),
('L','B11','Branded'),
('L','B52','Branded'),
('L','C10','Branded'),
('L','D12','Branded'),
('L','M11','Branded'),
('L','P12','Branded'),
('L','P13','Branded'),
('L','S10','Branded'),
('L','Y10','Branded'),
('L','Y11','Branded'),
('L','Y12','Branded'),
('P','B10','Branded'),
('P','B11','Branded'),
('P','B52','Branded')
) AS X (F1, MING, GRP)
)
,REPC AS (
SELECT
LTRIM(RTRIM(C.A9)) RCODE
,LTRIM(RTRIM(C.A9)) || ' - ' || C.A30 REPP
,COALESCE(Q.DIR,'Other') DIRECTOR
FROM
LGDAT.CODE C
LEFT OUTER JOIN RLARP.QRH Q ON
Q.QR = LTRIM(RTRIM(C.A9))
WHERE
C.A2 = 'MM'
)
--MOLD DESCRIPTIONS
,MD AS (
SELECT
U.MOLD
,MAX(U.DESCR) DESCR
FROM
(
SELECT
SUBSTR(M.AVPART,1,8) MOLD
,MAX(M.AVDES1) DESCR
FROM
LGDAT.STKMM M
WHERE
LENGTH(M.AVPART) > 8
AND SUBSTR(M.AVGLED,1,1) <= '2'
GROUP BY
SUBSTR(M.AVPART,1,8)
UNION ALL
SELECT
SUBSTR(P.AWPART,1,8) MOLD
,MAX(P.AWDES1) DESCR
FROM
LGDAT.STKMP P
WHERE
LENGTH(P.AWPART) > 8
AND SUBSTR(P.AWGLED,1,1) <= '2'
GROUP BY
SUBSTR(P.AWPART,1,8)
) U
GROUP BY
U.MOLD
)
----------------------------------------------------sales major codes----------------------------------------------------------------------------------------------------------------------------------
,SJ AS (
SELECT * FROM LGDAT.MMSL WHERE COALESCE(BSMNCD,'') = ''
)
----------------------------------------------------sales minor codes----------------------------------------------------------------------------------------------------------------------------------
,SI AS (
SELECT * FROM LGDAT.MMSL WHERE COALESCE(BSMNCD,'') <> ''
)
,copr AS (
SELECT
LTRIM(RTRIM(A9)) AS COMP,
A30 AS DESCR,
SUBSTR(C.A249,242,2) CURR,
SUBSTR(C.A249,32,4) AS GL,
SUBSTR(C.A249,190,4) AS AR,
SUBSTR(C.A249,182,4) AS AP,
SUBSTR(C.A249,198,4) AS FA,
SUBSTR(C.A249,238,4) AS IC ,
SUBSTR(D.A249,9,5) CONS_FUNC
FROM
LGDAT.CODE
LEFT OUTER JOIN LGDAT.NAME C ON
'C0000'||LTRIM(RTRIM(A9)) = C.A7
LEFT OUTER JOIN LGDAT.NAME D ON
'D0000'||LTRIM(RTRIM(A9)) = D.A7
WHERE
A2 = 'AA' OR A2 IS NULL
)
,alldates AS (
SELECT
promo
,terms
,order_month
,mseq.s seq
,orderdate
,requestdate
,shipdate
,sum(value_usd) value_usd
FROM
rlarp.osm_fcpool
LEFT OUTER JOIN mseq ON
mseq.m = order_month
WHERE
-----------------scenario----------------------------
where_clause
-----------------additional params-------------------
AND calc_status||flag <> 'CLOSEDREMAINDER' --exclude short ships when building order adjustments
AND adj_orderdate <= adj_shipdate
GROUP BY
promo
,terms
,order_month
,mseq.s
,orderdate
,requestdate
,shipdate
HAVING
sum(value_usd) <> 0
)
--select * from alldates
,dom AS (
SELECT
extract(day FROM orderdate) DOM
,sum(value_usd) value_usd
FROM
alldates
GROUP BY
extract(day FROM orderdate)
)
---------------------may want ot look at a top-5 mix solution in the future facilitated by sum() over (order by sales desc)---------------
,mmix AS (
SELECT
to_char(orderdate,'Mon') _month
,seq
,promo
,sum(extract(day from orderdate)*value_usd) dom_wa
--,requestdate-orderdate rlag
,sum((requestdate-orderdate)*(value_usd)) rlag_wa
--,shipdate - requestdate slag
,sum((shipdate - requestdate)*(value_usd)) slag_wa
,sum(value_usd) value_usd
FROM
alldates
GROUP BY
to_char(orderdate,'Mon')
,seq
,promo
--,extract(day from orderdate)
--,requestdate-orderdate
--,shipdate - requestdate
)
,targm AS (
SELECT
je.key as month
,r.amount
,r.qty
,s
,cal
,yr
FROM
target
JOIN LATERAL json_each(def->'months') je ON true
JOIN LATERAL json_to_record(je.value) as r (amount numeric, qty numeric) ON TRUE
LEFT OUTER JOIN mseq ON
mseq.m = je.key
)
,mmixp AS (
SELECT
_month
,seq
,promo
,round((dom_wa/value_usd)::numeric,0)::int odom
,round((rlag_wa/value_usd)::numeric,0)::int rlag
,round((slag_wa/value_usd)::numeric,0)::int slag
,value_usd/sum(value_usd) over (partition by _month) momix
--,value_usd/SUM(value_usd) over (PARTITION BY _month) vperc
FROM
mmix
)
--month cross join mix
,mxm AS (
SELECT
t.month
,t.amount
,t.qty
,t.s
,t.cal
,t.yr
,x.momix
,x.odom
,x.rlag
,x.slag
,x.promo
FROM
targm t
LEFT OUTER JOIN mmixp x ON
x._month = (
SELECT
_month
FROM
mmixp
ORDER BY
abs(seq - t.s) ASC
LIMIT 1
)
)
--SELECT * FROM mmixp order by seq asc, vperc desc
,basemix AS (
SELECT
null::text plnt ---master data
,0::numeric(11,0) "ddord#"
,0::numeric(11,0) "dditm#"
,0::numeric(11,0) "fgbol#"
,0::numeric(11,0) "fgent#"
,0::numeric(9,0) "diinv#"
,0::numeric(3,0) "dilin#"
,null::text promo --history
,null::text return_reas
,null::text terms
,''::text custpo
,'I' dhincr
,null::numeric diext
,null::numeric ditdis
,null::date dcodat
,null::date ddqdat
,null::date dcmdat
,null::date dhidat
,null::text fspr
,remit_to
,bill_class
,bill_cust
,bill_rep
,bill_terr
,ship_class
,ship_cust
,ship_rep
,ship_terr
,quota_rep
,account
,shipgrp
,geo
,chan
,orig_ctry
,orig_prov
,orig_post
,dest_ctry
,dest_prov
,dest_post
,null::text part --history part mix
,null::text ord_gldc
,null::text majg
,null::text ming
,null::text majs
,null::text mins
,null::text gldc
,null::text glec
,null::text harm
,null::text clss
,null::text brand
,null::text assc
,fs_line
,r_currency
,r_rate
,null::text c_currency
,null::numeric c_rate
,0::numeric(15,5) ddqtoi
,0::numeric(15,5) ddqtsi
,0::numeric(15,5) fgqshp
,0::numeric(15,5) diqtsh
,0::numeric fb_qty --history value
,0::numeric fb_cst_loc --history part mix
,0::numeric fb_cst_loc_cur
,0::numeric fb_cst_loc_fut
,0::numeric fb_val_loc --history value
,0::numeric fb_val_loc_pl
,calc_status
,flag
,null::date orderdate --history
,null::date requestdate --history
,null::date shipdate --history
,null::date adj_orderdate --history
,null::date adj_requestdate --history
,null::date adj_shipdate --history
,null::text "version"
,null::text iter
---------------ui columns-------------------------
,null::numeric order_season
,null::text order_month
,null::numeric ship_season
,null::text ship_month
,null::numeric request_season
,null::text request_month
,null::text part_descr
,null::text part_family
,null::text part_group
,null::text branding
,null::text color
,null::text segm
,bill_cust_descr
,billto_group
,ship_cust_descr
,shipto_group
,null::text majg_descr
,null::text ming_descr
,null::text majs_descr
,null::text mins_descr
,mod_chan
,mod_chansub
,quota_rep_descr
,director_descr
,null::numeric value_loc
,null::numeric value_usd
,null::numeric cost_loc
,null::numeric cost_usd
,null::numeric units
,sum(coalesce(fb_val_loc * r_rate,0)) agg
FROM
rlarp.osm_fcpool
WHERE
-----------------scenario----------------------------
where_clause
-----------------additional params-------------------
AND calc_status||flag <> 'CLOSEDREMAINDER' --exclude short ships when building order adjustments
AND adj_orderdate <= adj_shipdate
GROUP BY
remit_to
,bill_class
,bill_cust
,bill_rep
,bill_terr
,ship_class
,ship_cust
,ship_rep
,ship_terr
,quota_rep
,account
,shipgrp
,geo
,chan
,orig_ctry
,orig_prov
,orig_post
,dest_ctry
,dest_prov
,dest_post
,fs_line
,r_currency
,r_rate
,calc_status
,flag
,bill_cust_descr
,billto_group
,ship_cust_descr
,shipto_group
,mod_chan
,mod_chansub
,quota_rep_descr
,director_descr
)
,applyx AS (
SELECT
b.plnt --master data
,b."ddord#"
,b."dditm#"
,b."fgbol#"
,b."fgent#"
,b."diinv#"
,b."dilin#"
,mxm.promo --history
,b.return_reas
,b.terms --history cust mix
,b.custpo
,b.dhincr
,b.diext
,b.ditdis
,b.dcodat
,b.ddqdat
,b.dcmdat
,b.dhidat
,sd.fspr fspr
,b.remit_to --master data
,b.bill_class --master data
,b.bill_cust --history cust mix
,b.bill_rep --master data
,b.bill_terr --master data
,b.ship_class --master data
,b.ship_cust --history cust mix
,b.ship_rep --master data
,b.ship_terr --master data
,b.quota_rep --master data
,b.account --master data
,b.shipgrp --master data
,b.geo --master data
,b.chan --master data
,b.orig_ctry --master data
,b.orig_prov --master data
,b.orig_post --master data
,b.dest_ctry --master data
,b.dest_prov --master data
,b.dest_post --master data
,(SELECT (regexp_match(def->>'newpart','(.*) - '::text))[1] FROM target) part --history part mix
,b.ord_gldc --master data
,b.majg --master data
,b.ming --master data
,b.majs --master data
,b.mins --master data
,b.gldc --master data
,b.glec --master data
,b.harm --master data
,b.clss --master data
,b.brand --master data
,b.assc --master data
,b.fs_line --master data
,b.r_currency --history cust mix
,b.r_rate --master data
,b.c_currency --master data
,b.c_rate --master data
,b.ddqtoi
,b.ddqtsi
,b.fgqshp
,b.diqtsh
,(b.agg/sum(b.agg) OVER (partition by mxm.*))*mxm.momix*mxm.qty fb_qty
,b.fb_cst_loc
,b.fb_cst_loc_cur
,b.fb_cst_loc_fut
,(b.agg/sum(b.agg) OVER (partition by mxm.*))*mxm.momix*mxm.amount fb_val_loc
,b.fb_val_loc_pl
,b.calc_status
,b.flag
,make_date(mxm.yr + 2020,mxm.cal,mxm.odom) orderdate
,make_date(mxm.yr + 2020,mxm.cal,mxm.odom) + rlag requestdate
,make_date(mxm.yr + 2020,mxm.cal,mxm.odom) + rlag + slag shipdate
,make_date(mxm.yr + 2020,mxm.cal,mxm.odom) adj_orderdate
,make_date(mxm.yr + 2020,mxm.cal,mxm.odom) + rlag adj_requestdate
,make_date(mxm.yr + 2020,mxm.cal,mxm.odom) + rlag + slag adj_shipdate
,'replace_version' "version"
2019-03-24 15:59:29 -04:00
,'replace_source'||' volume' iter
2019-03-21 16:50:51 -04:00
-----------------------ui columns--------------------------------
,'replace_iterdet' iterdet
,$$replace_iterdef$$::json iterdef
,od.ssyr order_season
,to_char(make_date(mxm.yr + 2020,mxm.cal,mxm.odom),'Mon') order_month
,sd.ssyr ship_season
,to_char(make_date(mxm.yr + 2020,mxm.cal,mxm.odom) + rlag + slag,'Mon') ship_month
,rd.ssyr request_season
,to_char(make_date(mxm.yr + 2020,mxm.cal,mxm.odom) + rlag,'Mon') request_month
,b.part_descr
,b.part_family
,b.part_group
,b.branding
,b.color
,b.segm
,b.bill_cust_descr
,b.billto_group
,b.ship_cust_descr
,b.shipto_group
,b.majg_descr
,b.ming_descr
,b.majs_descr
,b.mins_descr
,b.mod_chan
,b.mod_chansub
,b.quota_rep_descr
,b.director_descr
,b.value_loc
,b.value_usd
,b.cost_loc
,b.cost_usd
,b.units
--,(b.agg/sum(b.agg) OVER (partition by mxm.*)) bmix
--,mxm.*
FROM
basemix b
CROSS JOIN mxm
LEFT OUTER JOIN gld od ON
make_date(mxm.yr + 2020,mxm.cal,mxm.odom) BETWEEN od.sdat AND od.edat
LEFT OUTER JOIN gld rd ON
make_date(mxm.yr + 2020,mxm.cal,mxm.odom) + rlag BETWEEN rd.sdat AND rd.edat
LEFT OUTER JOIN gld sd ON
make_date(mxm.yr + 2020,mxm.cal,mxm.odom) + rlag + slag BETWEEN sd.sdat AND sd.edat
)
,final AS (
SELECT
COALESCE(m.avdplt,p.awdplt) plnt --master data
,b."ddord#"
,b."dditm#"
,b."fgbol#"
,b."fgent#"
,b."diinv#"
,b."dilin#"
,b.promo --history
,b.return_reas
,bc.bvterm terms --history cust mix
,b.custpo
,b.dhincr
,b.diext
,b.ditdis
,b.dcodat
,b.ddqdat
,b.dcmdat
,b.dhidat
,b.fspr
,b.remit_to --master data
,b.bill_class --master data
,b.bill_cust --history cust mix
,b.bill_rep --master data
,b.bill_terr --master data
,b.ship_class --master data
,b.ship_cust --history cust mix
,b.ship_rep --master data
,b.ship_terr --master data
,b.quota_rep --master data
,b.account --master data
,b.shipgrp --master data
,b.geo --master data
,b.chan --master data
,b.orig_ctry --master data
,b.orig_prov --master data
,b.orig_post --master data
,b.dest_ctry --master data
,b.dest_prov --master data
,b.dest_post --master data
,(SELECT (regexp_match(def->>'newpart','(.*) - '::text))[1] FROM target) part --history part mix
,COALESCE(m.avglcd, p.awgldc) ord_gldc --master data
,COALESCE(m.avmajg,p.awmajg) majg --master data
,COALESCE(m.avming,p.awming) ming --master data
,COALESCE(m.avmajs,p.awmajs) majs --master data
,COALESCE(m.avmins,p.awmins) mins --master data
,COALESCE(m.avglcd,p.awgldc) gldc --master data
,COALESCE(m.avgled,p.awgled) glec --master data
,COALESCE(m.avharm,p.awharm) harm --master data
,COALESCE(m.avclss,p.awclss) clss --master data
,SUBSTR(COALESCE(m."avcpt#",p."awvpt#"),1,1) brand --master data
,COALESCE(m.avassc,p.awassc) assc --master data
,b.fs_line --master data
,b.r_currency --history cust mix
,b.r_rate --master data
,copr.curr c_currency --master data
,cx.rate c_rate --master data
,b.ddqtoi
,b.ddqtsi
,b.fgqshp
,b.diqtsh
,b.fb_qty
,COALESCE(im.cgstcs,ip.chstcs, ir.y0stcs)*b.fb_qty fb_cst_loc
,COALESCE(im.cgstcs,ip.chstcs, ir.y0stcs)*b.fb_qty fb_cst_loc_cur
,COALESCE(im.cgstcs,ip.chstcs, ir.y0stcs)*b.fb_qty fb_cst_loc_fut
,b.fb_val_loc
,b.fb_val_loc_pl
,b.calc_status
,b.flag
,b.orderdate
,b.requestdate
,b.shipdate
,b.adj_orderdate
,b.adj_requestdate
,b.adj_shipdate
,b."version"
,b.iter
-----------------------ui columns--------------------------------
,b.iterdet
,b.iterdef
,b.order_season
,b.order_month
,b.ship_season
,b.ship_month
,b.request_season
,b.request_month
,b.part ||' - '|| RTRIM(COALESCE(m.AVDES1, p.AWDES1)) part_descr
,F.F3||' - '||F.DESCR part_family
,SUBSTRING(b.part,1,8)||' - '||MD.DESCR part_group
,COALESCE(MG.GRP,'Unbranded') branding
,CASE WHEN substring(COALESCE(m.avgled, p.awgled),1,1) <= '2' THEN SUBSTRING(b.part,9,3) ELSE '' END color
,COALESCE(SEG.SEGM,'Other') segm
,b.bill_cust_descr
,b.billto_group
,b.ship_cust_descr
,b.shipto_group
,COALESCE(m.avmajg,p.awmajg)||COALESCE(' - '||BQDES,'') majg_descr
,COALESCE(m.avming,p.awming)||COALESCE(' - '||BRDES,'') ming_descr
,COALESCE(m.avmajs,p.awmajs)||COALESCE(' - '||SJ.BSDES1,'') majs_descr
,COALESCE(m.avmins,p.awmins)||COALESCE(' - '||SI.BSDES1,'') mins_descr
,CASE COALESCE(SEG.SEGM,'Other')
WHEN 'Retail' THEN L.RETAIL
ELSE b.CHAN
END mod_chan
,CASE COALESCE(SEG.SEGM,'Other')
WHEN 'Retail' THEN L.RETAILSUB
ELSE ''
END mod_chansub
,b.quota_rep_descr
,b.director_descr
,b.fb_val_loc value_loc
,b.fb_val_loc *r_rate value_usd
,COALESCE(im.cgstcs,ip.chstcs, ir.y0stcs)*b.fb_qty cost_loc
,COALESCE(im.cgstcs,ip.chstcs, ir.y0stcs)*b.fb_qty*cx.rate cost_usd
,b.fb_qty units
FROM
applyx b
LEFT OUTER JOIN LGDAT.STKMM M ON
M.AVPART = b.PART
LEFT OUTER JOIN LGDAT.STKMP P ON
P.AWPART = b.PART
LEFT OUTER JOIN lgdat.stka a ON
v6part = b.part
AND v6plnt = COALESCE(m.avdplt,p.awdplt)
LEFT OUTER JOIN SEG ON
SEG.GLEC = COALESCE(m.avgled,p.awgled)
--AND SEG.SEGM <> 'Other'
LEFT OUTER JOIN MG ON
MG.F1 = SUBSTR(b.PART,16,1)
AND MG.MING = COALESCE(m.avming,p.awming)
LEFT OUTER JOIN RLARP.FAMILY F ON
F.F3 = SUBSTR(b.PART,1,3)
LEFT OUTER JOIN MD ON
MD.MOLD = SUBSTR(b.PART,1,8)
LEFT OUTER JOIN RLARP.FFCHNL L ON
L.BILL = b.BILL_CLASS
AND L.SHIP = b.SHIP_CLASS
LEFT OUTER JOIN LGDAT.CUST BC ON
BC.BVCUST = b.BILL_CUST
LEFT OUTER JOIN LGDAT.CUST SC ON
SC.BVCUST = b.BILL_CUST
LEFT OUTER JOIN REPC ON
REPC.RCODE = b.QUOTA_REP
LEFT OUTER JOIN SI ON
SI.BSMJCD = COALESCE(m.avmajs,p.awmajs)
AND SI.BSMNCD = COALESCE(m.avmins,p.awmins)
LEFT OUTER JOIN SJ ON
SJ.BSMJCD = COALESCE(m.avmajs,p.awmajs)
LEFT OUTER JOIN LGDAT.MAJG ON
BQGRP = COALESCE(m.avmajg,p.awmajg)
LEFT OUTER JOIN LGDAT.MMGP ON
BRMGRP = COALESCE(m.avming,p.awming)
AND BRGRP = COALESCE(m.avmajg,p.awmajg)
LEFT OUTER JOIN lgdat.icstm im ON
im.cgpart = b.part
AND im.cgplnt = a.v6plnt
LEFT OUTER JOIN lgdat.icstp ip ON
ip.chpart = b.part
AND ip.chplnt = a.v6plnt
LEFT OUTER JOIN lgdat.icstr ir ON
ir.y0part = b.part
AND ir.y0plnt = a.v6plnt
LEFT OUTER JOIN lgdat.plnt ON
yaplnt = a.v6plnt
LEFT OUTER JOIN copr ON
copr.comp = yacomp::text
LEFT OUTER JOIN rlarp.ffcret cx ON
cx.perd = '1910'
AND cx.rtyp = 'MA'
AND cx.fcur = copr.curr
AND cx.tcur = 'US'
)
,ins AS (
INSERT INTO rlarp.osm_fcpool SELECT * FROM final RETURNING *
)
,insagg AS (
SELECT
bill_cust_descr
,billto_group
,ship_cust_descr
,shipto_group
,quota_rep_descr
,director_descr
,segm
,mod_chan
,mod_chansub
,majg_descr
,ming_descr
,majs_descr
,mins_descr
,brand
,part_family
,part_group
,branding
,color
,part_descr
,order_season
,order_month
,ship_season
,ship_month
,request_season
,request_month
,promo
,version
,iter
,sum(value_loc) value_loc
,sum(value_usd) value_usd
,sum(cost_loc) cost_loc
,sum(cost_usd) cost_usd
,sum(units) units
FROM
ins
GROUP BY
bill_cust_descr
,billto_group
,ship_cust_descr
,shipto_group
,quota_rep_descr
,director_descr
,segm
,mod_chan
,mod_chansub
,majg_descr
,ming_descr
,majs_descr
,mins_descr
,brand
,part_family
,part_group
,branding
,color
,part_descr
,order_season
,order_month
,ship_season
,ship_month
,request_season
,request_month
,promo
,version
,iter
)
--SELECT * FROM insagg
SELECT json_agg(row_to_json(insagg)) x from insagg