forecast_api/offline/last_price.sql

353 lines
9.3 KiB
PL/PgSQL

BEGIN;
WITH
------------------goal price increases---------------------
incr AS (
SELECT * FROM (VALUES
('110','PP','B',0.25),
('110','PP','T',0.25),
('110','PP','L',0.4),
('110','PP','M',0.4),
('110','PP','P',0.4),
('110','PP','C',0.4),
('210','PE','B',0.25),
('210','PE','T',0.25),
('210','PE','L',0.25),
('210','PE','M',0.25),
('210','PE','P',0.25),
('210','PE','C',0.25),
('310','PE','B',0.15),
('310','PE','T',0.25),
('310','PE','L',0.25),
('310','PE','M',0.25),
('310','PE','P',0.25),
('310','PE','C',0.25),
('310','PP','B',0.13),
('310','PP','T',0.16),
('310','PP','L',0.16),
('310','PP','M',0.16),
('310','PP','P',0.16),
('310','PP','C',0.16),
('310','PS','B',0.13),
('310','PS','T',0.16),
('310','PS','L',0.16),
('310','PS','M',0.16),
('310','PS','P',0.16),
('310','PS','C',0.16),
('320','PE','B',0.25),
('320','PE','T',0.25),
('320','PE','L',0.25),
('320','PE','M',0.25),
('320','PE','P',0.25),
('320','PE','C',0.25),
('320','PP','B',0.25),
('320','PP','T',0.25),
('320','PP','L',0.25),
('320','PP','M',0.25),
('320','PP','P',0.25),
('320','PP','C',0.25),
('910','PE','B',0.15),
('910','PE','D',0.25),
('910','PE','F',0.25),
('910','PP','B',0.15),
('910','PP','D',0.25),
('910','PP','F',0.25),
('910','PS','B',0.15),
('910','','B',0.15),
('910','','D',0.25),
('910','','F',0.25),
('910','','T',0.25),
('910','','L',0.25),
('910','','M',0.25),
('910','','P',0.25),
('910','','C',0.25),
('910','PS','D',0.25),
('910','PS','F',0.25),
('610','','B',0.02),
('610','','S',0.02),
('610','','W',0.02)
) x(MAJG,ASSC,COLTIER,RATE)
)
------------carve out pricing baseline data--------------------
,p AS (
SELECT
o.part
,o.styc||'.'||o.colgrp||substring(o.sizc,1,3) product
,o.glec
,o.styc
,o.majg
,i.assc
,o.coltier
,o.colgrp
,o.sizc
,i.suffix
,substring(o.chan,1,1) chgrp
,o.account
,o.shipgrp
,o.fb_qty units
,o.fb_val_loc*r_rate val_usd
,round(o.fb_val_loc/o.fb_qty,10) AS price
,o.odate
,o.oseas
,row_number() OVER (PARTITION BY o.styc||'.'||o.colgrp||substring(o.sizc,1,3),o.account, o.shipgrp ORDER BY o.odate DESC) rn
FROM
rlarp.osm_dev o
INNER JOIN rlarp.itemmv i ON
i.item = o.part
WHERE
---exclude R&A's
o.fs_line = '41010'
---exclude canceled orders
AND o.calc_status <> 'CANCELED'
---exclude quotes
AND o.version = 'ACTUALS'
---only finished goods
AND substring(o.glec,1,1) <= '2'
---exclude blank parts
AND COALESCE(o.part,'') <> ''
---must have a quantity
AND o.fb_qty <> 0
---must have a price
AND o.fb_val_loc <> 0
---must come from and order
AND o.odate IS NOT NULL
---exclude samples
AND o.bill_class <> 'SALE'
---only use recent history
AND o.oseas >= 2020
---only for direct and drop
--AND o.chan IN ('DIR','DRP')
ORDER BY
o.part
,o.styc
,o.coltier
,o.sizc
,i.suffix
,o.account
,o.shipgrp
,o.odate DESC
)
--SELECT * FROM p WHERE account ~ 'ACOSTA'
------------build global py asp------------------
,baseline AS (
SELECT
product
,majg
,assc
,chgrp
,round(sum(val_usd) FILTER (WHERE oseas = 2020)/sum(units) FILTER (WHERE oseas = 2020),5) py_gasp
FROM
p
GROUP BY
product
,majg
,assc
,chgrp
)
----------pivot the pricing out into columns per customer/product--------
,pivot AS (
SELECT
p.product
,p.styc
,p.glec
,p.majg
,p.assc
,p.colgrp
,p.coltier
,p.sizc
,p.suffix
,p.chgrp
,p.account
,p.shipgrp
,bl.py_gasp
,sum(units) FILTER (WHERE oseas = 2021) cy_units
,round(sum(val_usd) FILTER (WHERE oseas = 2020)/sum(units) FILTER (WHERE oseas = 2020),5) py_asp
,round(avg(price) FILTER (WHERE rn = 1),5) last_price
,max(odate) FILTER (WHERE rn = 1) last_order
,CASE p.chgrp
WHEN 'D' THEN i.rate
ELSE CASE p.majg
WHEN '610' THEN .02
ElSE CASE p.colgrp
WHEN 'B' THEN .1
WHEN 'C' THEN .15
ELSE 1
END
END
END rate
,CASE WHEN sum(val_usd) FILTER (WHERE oseas = 2020) IS NULL
THEN CASE WHEN sum(units) FILTER (WHERE oseas = 2021) IS NULL
THEN 'unknown'
ELSE 'new'
END
ELSE CASE WHEN sum(units) FILTER (WHERE oseas = 2021) IS NULL
THEN 'lost'
ELSE 'repeat'
END
END flag
FROM
p
LEFT OUTER JOIN baseline bl ON
bl.product = p.product
AND bl.majg = p.majg
AND bl.assc = p.assc
AND bl.chgrp = p.chgrp
LEFT OUTER JOIN incr i ON
i.majg = p.majg
AND i.assc = p.assc
AND i.coltier = p.coltier
AND p.glec <> '1RE'
GROUP BY
p.product
,p.styc
,p.glec
,p.majg
,p.assc
,p.coltier
,p.colgrp
,p.sizc
,p.suffix
,p.chgrp
,p.account
,p.shipgrp
,bl.py_gasp
,i.rate
)
----------------create the new price-----------------
,adj AS (
SELECT
p.product
,p.styc
,p.glec
,p.majg
,p.assc
,p.coltier
,p.sizc
,p.suffix
,p.account
,p.shipgrp
,p.py_gasp
,p.cy_units
,p.py_asp
,p.last_price
,p.last_order
,p.rate
,p.flag
,CASE p.flag
----------------------if repeat business then get to prior year + target %--------------------------------------------------------------
WHEN 'repeat' THEN greatest(py_asp * COALESCE(1+rate,1) - last_price,0)
WHEN 'lost' THEN greatest(py_asp * COALESCE(1+rate,1) - last_price,0)
----------------------if new business, move towards py_gasp + target % : lesser of py gloabl + target or last + target------------------
WHEN 'new' THEN least(last_price * COALESCE(1+rate,1) - last_price,greatest(py_gasp * COALESCE(1+rate,1) - last_price,0))
END price_increment
FROM
pivot p
)
--SELECT * FROM adj LIMIT 10000
--------------create a log entry--------------------
,log AS (
INSERT INTO
rlarp.osm_log(doc)
SELECT
$${
"message":"application of last price and target increases to all forecast orders",
"tag":"last price",
"type":"build"
}$$::jsonb doc
RETURNING *
)
-------------build the iteration rows----------------
,ins AS (
SELECT
o.fspr
,o.plnt ---master data
,o.promo --history date mix
,o.terms
,o.bill_cust_descr --history cust mix
,o.ship_cust_descr --history cust mix
,o.dsm
,o.quota_rep_descr --master data
,o.director
,o.billto_group --master data
,o.shipto_group
,o.chan --master data
,o.chansub
,o.chan_retail
,o.part
,o.part_descr
,o.part_group
,o.branding
,o.majg_descr
,o.ming_descr
,o.majs_descr
,o.mins_descr
,o.segm
,o.substance
,o.fs_line --master data
,o.r_currency --history cust mix
,o.r_rate --master data
,o.c_currency --master data
,o.c_rate --master data
,0::numeric units
,ROUND(o.units * (a.price_increment/o.r_rate),2) value_loc
,ROUND(o.units * a.price_increment,2) value_usd
,0::numeric cost_loc
,0::numeric cost_usd
,o.calc_status --0
,o.flag --0
,o.order_date --history date mix
,o.order_month
,o.order_season
,o.request_date --history date mix
,o.request_month
,o.request_season
,o.ship_date --history date mix
,o.ship_month
,o.ship_season
,o.version
---this iteration has to be listed in the master template file in order to be effectively included---
,'upload price' iter
,log.id
,COALESCE(log.doc->>'tag','') "tag"
,log.doc->>'message' "comment"
,log.doc->>'type' module
-----------debug columns---------
--,value_usd/units price
--,a.py_gasp
--,a.rate
--,a.last_price
--,a.price_increment
FROM
rlarp.osm_pool o
,rlarp.itemmv i
,adj a
,log
WHERE
i.item = o.part
AND a.product = i.stlc||'.'||i.colgrp||substring(i.sizc,1,3)
AND a.account = o.billto_group
AND a.shipgrp = o.shipto_group
AND a.price_increment <> 0
AND o.units <> 0
---only apply to 2022 orders----
AND o.order_date >= '2021-06-01'
--only include baseline stuff---
AND iter IN ('actuals','copy','actuals_plug')
)
-----------aggregate the impact------------
--SELECT * FROM ins limit 10000
--SELECT
-- order_season
-- ,sum(value_loc) val_loc
-- ,sum(value_usd) val_usd
--FROM
-- ins
--GROUP BY
-- order_season;
INSERT INTO
rlarp.osm_pool
SELECT * FROM ins;
COMMIT;