/* import danych */
data loan;
set tmp1.loan;
run;
data client;
set tmp1.client;
run;
data disp;
set tmp1.disp;
run;
data account;
set tmp1.account;
run;
data card;
set tmp1.card;
run;
data district;
set tmp1.district;
run;
data order;
set tmp1.order;
run;
data trans;
set tmp1.trans;
run;

/* zmienna zalezna */
data loan2;
set loan;
If status in ('A', 'C') then default=0;
If status in ('B', 'D') then default=1;


proc sql;
CREATE table datakredytu as
SELECT loan.*, client.*, disp.*

FROM ((disp
INNER JOIN loan ON disp.account_id = loan.account_id)
INNER JOIN client ON disp.client_id = client.client_id)
WHERE type = 'OWNER';
quit;



data asd.zwiek(keep=client_id account_id birth_number date data_ur wiek plec where=(wiek>=18));
set datakredytu;
if (substrn(birth_number, 3, 2)  > 12) then
    do;
        plec = 1;
        data_ur = INPUT(PUT((birth_number - 5000 + 19000000),8.),YYMMDD8.);
        FORMAT data_ur YYMMDD8.;
        wiek = floor((date - data_ur)/365);
    end;
    else
    do;
        plec = 0;
        data_ur = INPUT(PUT((birth_number + 19000000),8.),YYMMDD8.);
        FORMAT data_ur YYMMDD8.;
        wiek = floor((date - data_ur)/365);
    end;
run;

proc sort data=asd.zwiek;
by wiek;
quit;

proc sql;
CREATE table stazklienta as
SELECT account.account_id, account.date as data_konta, client.*, disp.*, loan.date as data_pozyczki, loan.account_id

FROM (((disp
INNER JOIN account ON disp.account_id = account.account_id)
INNER JOIN loan ON loan.account_id = disp.account_id)
INNER JOIN client ON disp.client_id = client.client_id)
WHERE type = 'OWNER';
quit;

data asd.stazklienta;
set stazklienta;
staz_dni = data_pozyczki - data_konta;
run;

proc sql;
CREATE table kartaczygold as
SELECT card.disp_id, card.type as typ_karty, disp.disp_id, disp.type as typ_disp

FROM (disp
INNER JOIN card ON disp.disp_id = card.disp_id)
WHERE typ_disp = 'OWNER';
quit;

data asd.kartagold;
set kartaczygold;
    if( typ_karty = 'gold') then
    do;
        czy_gold = 1;
    end;
    else
    do;
        czy_gold = 0;
    end;

run;

data districtzid;
set district(rename=(A1 = district_id));
run;

proc sort data=districtzid;
by district_id;
run;
proc sort data=client;
by district_id;
run;

data templiczbamieszsas;
merge districtzid(in=districtzid) client(in=client);
by district_id;
run;

data asd.liczbamiesz(keep=client_id district_id liczba_mieszkancow);
set templiczbamieszsas(rename=(A4 = liczba_mieszkancow));
run;

data districtzid;
set district(rename=(A1 = district_id));
run;

proc sort data=districtzid;
by district_id;
run;
proc sort data=client;
by district_id;
run;

data templiczbamiastsas;
merge districtzid(in=districtzid) client(in=client);
by district_id;
run;

data asd.liczbamiast(keep=client_id district_id liczba_miast);
set templiczbamiastsas(rename=(A9 = liczba_miast));
run;

data districtzid;
set district(rename=(A1 = district_id));
run;

proc sort data=districtzid;
by district_id;
run;
proc sort data=client;
by district_id;
run;

data tempsredniapensja;
merge districtzid(in=districtzid) client(in=client);
by district_id;
run;

data asd.sredniapensja(keep=client_id district_id srednia_pensja);
set tempsredniapensja(rename=(A11 = srednia_pensja));
run;

data districtzid;
set district(rename=(A1 = district_id));
run;

proc sort data=districtzid;
by district_id;
run;
proc sort data=client;
by district_id;
run;

data tempudzialmiastowych;
merge districtzid(in=districtzid) client(in=client);
by district_id;
run;

data asd.udzialmiastowych(keep=client_id district_id udzial_miesz_miast);
set tempudzialmiastowych(rename=(A10 = udzial_miesz_miast));
run;

data districtzid;
set district(rename=(A1 = district_id));
run;

proc sort data=districtzid;
by district_id;
run;
proc sort data=client;
by district_id;
run;

data tempwskprzedsiebiorcow;
merge districtzid(in=districtzid) client(in=client);
by district_id;
run;

data asd.wskaprzedsiebiorcow(keep=client_id district_id wsk_przedsiebiorcow_1000);
set tempwskprzedsiebiorcow(rename=(A14 = wsk_przedsiebiorcow_1000));
run;

data districtzid;
set district(rename=(A1 = district_id));
run;

proc sort data=districtzid;
by district_id;
run;
proc sort data=client;
by district_id;
run;

data tempbezrobocie;
merge districtzid(in=districtzid) client(in=client);
by district_id;
run;

data asd.bezrob(keep=client_id district_id poziom_bezrobocia_95 poziom_bezrobocia_96 przyrost_bezrob_proc);
set tempbezrobocie(rename=(A12 = poziom_bezrobocia_95 A13 = poziom_bezrobocia_96));
przyrost_bezrob_proc = (poziom_bezrobocia_96/poziom_bezrobocia_95)*100;
run;

proc sort data=account;
by account_id;
run;
proc sort data=order;
by account_id;
run;
data tempzlecstale;
merge account(in=account) order(in=order);
by account_id;
run;
data asd.zlecstale(keep=account_id );
set tempzlecstale;

run;

data stale;
set order;
run;

proc sql;
CREATE table zlecstale2ubezsipo as
SELECT stale.account_id, sum(stale.amount) as laczne_wydatki_dom,
        avg(stale.amount) as srednia_wydatki_ubez

FROM stale
WHERE k_symbol = 'SIPO'
GROUP BY stale.account_id;
quit;

proc sql;
CREATE table zlecstale2ubezpojistne as
SELECT stale.account_id, sum(stale.amount) as laczne_wydatki_ubez,
        avg(stale.amount) as srednia_wydatki_ubez
FROM stale
WHERE k_symbol = 'POJISTNE'
GROUP BY stale.account_id;
quit;

proc sql;
CREATE table zlecstale2ubezleasing as
SELECT stale.account_id, sum(stale.amount) as laczne_wydatki_leasing,
        avg(stale.amount) as srednia_wydatki_leasing
FROM stale
WHERE k_symbol = 'LEASING'
GROUP BY stale.account_id;

quit;

proc sql;
create table ujemne_konto as
select trans.account_id,
        trans.date as date_trans, trans.k_symbol,
        loan.account_id, loan.date as date_loan
FROM (trans
    INNER JOIN loan ON loan.account_id = trans.account_id)

where date_trans < date_loan
group by loan.account_id, date_trans;
quit;

data czydluznik;
set ujemne_konto;
    if( k_symbol = 'SANKC. UROK') then
    do;
        zm_czydluznik = 1;
    end;
    else
    do;
        zm_czydluznik = 0;
    end;
run;
data czydluznik2;
set czydluznik;
by account_id;
if last.account_id then output;
keep account_id zm_czydluznik;
run;

proc sql;
CREATE table trans_wplywy as
SELECT account_id, sum(amount) as laczne_wplywy,
        avg(amount) as srednie_wplywy

FROM trans
WHERE type = 'PRIJEM'
GROUP BY account_id;
quit;

proc sql;
CREATE table trans_wplywy_vklad as
SELECT account_id, sum(amount) as laczne_wplywy_vklad,
        avg(amount) as srednie_wplywy_vklad

FROM trans
WHERE (type = 'PRIJEM' and operation = 'VKLAD')
GROUP BY account_id;
quit;

proc sql;
CREATE table trans_wydatki as
SELECT account_id, sum(amount) as laczne_wydatki,
        avg(amount) as srednie_wydatki

FROM trans
WHERE type = 'VYDAJ'
GROUP BY account_id;
quit;



proc sql;
CREATE table trans_wydatki_vyberkart as
SELECT account_id, sum(amount) as laczne_wydatki_vyberkart,
        avg(amount) as srednie_wydatki_vyberkart

FROM trans
WHERE (type = 'VYDAJ' and operation = 'VYBER KARTOU')
GROUP BY account_id;
quit;

proc sql;
CREATE table trans_wydatki_vyber as
SELECT account_id, sum(amount) as laczne_wydatki_vyber,
        avg(amount) as srednie_wydatki_vyber

FROM trans
WHERE (type = 'VYDAJ' and operation = 'VYBER')
GROUP BY account_id;
quit;

data trans_wp1;
set trans_wplywy_vklad;
run;
data trans_wp2;
set trans_wplywy;
run;


data temp_wsk_wklad;
merge trans_wp1(in=trans_wp1) trans_wp2(in=trans_wp2);
by account_id;
run;

data wsk_wklad(keep = account_id wsk_wkl_proc);
set temp_wsk_wklad;
wsk_wkl_proc = (laczne_wplywy_vklad/laczne_wplywy)*100;
run;



data temp_wsk_vyber_p;
merge trans_wydatki_vyber(in=trans_wydatki_vyber) trans_wydatki(in=trans_wydatki);
by account_id;
run;

data wsk_vyber_p(keep = account_id wsk_vyber_p_proc);
set temp_wsk_vyber_p;
wsk_vyber_p_proc = (laczne_wydatki_vyber/laczne_wydatki)*100;
run;



data temp_wsk_vyber_k;
merge trans_wydatki_vyberkart(in=trans_wydatki_vyberkart) trans_wydatki(in=trans_wydatki);
by account_id;
run;


data wsk_vyber_k(keep = account_id wsk_vyber_k_proc);
set temp_wsk_vyber_k;
wsk_vyber_k_proc = (laczne_wydatki_vyberkart/laczne_wydatki)*100;
run;
data wsk_vyber_k2;
set wsk_vyber_k;
        if wsk_vyber_k_proc=. then do wsk_vyber_k_proc=0;
        end;
run;

data zwiek;
set asd.zwiek;
run;
data zlecstale;
set asd.zlecstale;
run;
data liczbamiesz;
set asd.liczbamiesz;
run;
data bezrob;
set asd.bezrob;
run;
data czydluznik;
set asd.czydluznik;
run;
data liczbamiast;
set asd.liczbamiast;
run;
data sredniapensja;
set asd.sredniapensja;
run;
data stazklienta;
set asd.stazklienta;
run;
data udzialmiastowych;
set asd.udzialmiastowych;
run;
data wskaprzedsiebiorcow;
set asd.wskaprzedsiebiorcow;
run;

proc sql;
CREATE table tabelakoncowa as
SELECT *

FROM (((((((zwiek
INNER JOIN  liczbamiesz ON liczbamiesz.client_id = zwiek.client_id)
INNER JOIN  liczbamiast ON liczbamiast.client_id = zwiek.client_id)
INNER JOIN  sredniapensja ON sredniapensja.client_id = zwiek.client_id)
INNER JOIN  stazklienta ON stazklienta.client_id = zwiek.client_id)
INNER JOIN  udzialmiastowych ON udzialmiastowych.client_id = zwiek.client_id)
INNER JOIN  wskaprzedsiebiorcow ON wskaprzedsiebiorcow.client_id = zwiek.client_id)
INNER JOIN  bezrob ON bezrob.client_id = zwiek.client_id);
quit;

proc sort data = tabelakoncowa;
by account_id;
quit;

proc sql;
CREATE TABLE tabelakoncowa2 as
SELECT *

FROM (((((((((((tabelakoncowa
LEFT JOIN  czydluznik2 ON czydluznik2.account_id= tabelakoncowa.account_id)
LEFT JOIN  trans_wplywy ON trans_wplywy.account_id= tabelakoncowa.account_id)
LEFT JOIN  trans_wplywy_vklad ON trans_wplywy_vklad.account_id= tabelakoncowa.account_id)
LEFT JOIN  trans_wydatki ON trans_wydatki.account_id= tabelakoncowa.account_id)
LEFT JOIN  trans_wydatki_vyber ON trans_wydatki_vyber.account_id= tabelakoncowa.account_id)
LEFT JOIN  trans_wydatki_vyberkart ON trans_wydatki_vyberkart.account_id= tabelakoncowa.account_id)
LEFT JOIN  wsk_vyber_k2 ON wsk_vyber_k2.account_id= tabelakoncowa.account_id)
LEFT JOIN  wsk_vyber_p ON wsk_vyber_p.account_id= tabelakoncowa.account_id)
LEFT JOIN  wsk_wklad ON wsk_wklad.account_id= tabelakoncowa.account_id)
LEFT JOIN  zlecstale2ubezsipo ON zlecstale2ubezsipo.account_id= tabelakoncowa.account_id)
LEFT JOIN  zlecstale2ubezpojistne ON zlecstale2ubezpojistne.account_id= tabelakoncowa.account_id);
quit;

data projekt;
set tabelakoncowa2;
if laczne_wydatki_vyberkart = . then do laczne_wydatki_vyberkart = 0;
end;
if srednie_wydatki_vyberkart = . then do srednie_wydatki_vyberkart = 0;
end;
if laczne_wydatki_dom = . then do laczne_wydatki_dom = 0;
end;
if srednia_wydatki_ubez = . then do srednia_wydatki_ubez = 0;
end;
if laczne_wydatki_ubez = . then do laczne_wydatki_ubez = 0;
end;
run;

proc sql;
create table projekt2 as
select *
from (loan2
left join projekt on loan2.account_id = projekt.account_id);
quit;

data projektkonc (drop = account_id date client_id district_id disp_id);
set projekt2;
run;

data tabela_finalna1;
set Tmp1.tabela_finalna(rename=(data_ur=data_urodzenia  srednia_pensja=srednie_zarobki udzial_miesz_miast=proc_miastowych data_konta = data_utw_konta
wsk_przedsiebiorcow_1000=wsk_przedsiebiorcow
przyrost_bezrob_proc=wsk_bezrobocia zm_czydluznik=dluznik laczne_wplywy=suma_wplywow srednie_wplywy=srednia_wplywow   laczne_wplywy_vklad=suma_wpl_vklad
srednie_wplywy_vklad = srednia_wpl_vklad));
drop birth_number;
run;