ࡱ> :<34;#`6Zbjbj5G5G7W-W-!%nnnn***8*4&+ph++"+++/-/-/-ooooooo$qhUtoE/-+-/-/-/-onn++;p,444/-Nn8++o4/-o442fk++ e*}.h.m$Ip<pht2t\kkFtk/-/-4/-/-/-/-/-oo3^/-/-/-p/-/-/-/-nnnnnn PXPADOV STUDIE / SOUT} CHYTR XAD 2007 DATOV SKLAD KRAJE VYSO INA vod Krajsk Yad kraje Vyso ina je instituce, kter zamstnv tmY 400 zamstnanco a hospodaY sro nm rozpo tem vce ne~ 7 mld. K . Na rozdl od soukromch subjekto je spektrum zkaznko Yadu nepomrn aira: hlavnm zkaznkem je zcela jist ob an, po~adujc slu~by roznho druhu, neziskov i ziskov subjekty v kraji a stt. Vznamnm klientem krajskho Yadu je rovn~ krajsk a obecn samosprva (rady, zastupitelstva, obecn Yady). PYi uspokojovn potYeb kliento Yadu hraj kl ovou roli informace  jsou de facto mimo zamstnanco jedinm  vrobnm kapitlem Yadu. Efektivn fungovn procesu zpracovn informac  zskvn, vyhodnocovn a v asn pYedn  je zkladnm stavebnm kamenem efektivity prce celho Yadu i krajsk samosprvy. IT technologie dnes poskytuj vkonnou metodu, jak po~adovan efektivity zpracovn dat doshnout  business inteligence, jej~ integrln sou st jsou datov sklady. Krajsk Yad kraje Vyso ina zapo al vroce 2005 budovat datov sklad jako vznamnou sou st informa nho systmu kraje. Clem tohoto projektu bylo a stle je: prohlouben a rozaYen informa nch nstrojo kraje Vyso ina smrem kobcm, pYspvkovm organizacm , ob anom kraje, zamstnancom a managerom kraje, tzn. efektivn a u~ivatelsky snadn zpYstupnn vaech relevantnch dat krajsk rovn veYejn sprvy zainteresovanm subjektom, zvaen vyu~itelnosti, vt~nosti a vypovdajc hodnoty krajskch informac, zkvalitnn a zrychlen rozhodovacch proceso kraje Vyso ina, zvaen efektivity fungovn krajskho Yadu, zejmna voblasti zpracovn dat - automatizace a unifikace dot ench proceso. Stru n historie projektu Vroce 2004 vypracovala firma AM-Data, s.r.o., Studii proveditelnosti datovho skladu kraje Vyso ina, kter se stala zkladnm dokumentem pro dala rozvoj datovho skladu a to pYedevam zhlediska mo~nch oblast zpracovn dat. Byl stanoven zposob vstavby (pYrostkov metoda) a pro myalenku vybudovn datovho skladu byl zskn top management kraje. Bylo vypsno vbrov Yzen na zhotovitele prvn etapy vstavby datovho skladu (datov tr~iat Fond Vyso iny, Statistika). Od 1.1.2005 vzniklo na odboru internho auditu analytick oddlen (dle AO), obsazen jednm zamstnancem. Vybran zhotovitel, firma PVT, a.s. (nyn Asseco Czech Republic, a.s.), implementovala a dokon ila ve spoluprci sodborem informatiky a pozdji odborem internho auditu prvn dv datov tr~iat do internho informa nho systmu krajskho Yadu (intranet). Vznamnou sou st dodvky bylo pYedn velk sti know-how implementovan technologie, co~ umo~nilo realizaci 2. etapy (PYspvkov organizace) a 3. etapy (Integrovan zchrann systm) vstavby ji~ vlastnmi silami. Mimo datov rozshlch  etap vstavby , jejich~ realizace je zabezpe ovna z sti i prostYednictvm projektovho Yzen, jsou postupn zpracovvny i mena ad-hoc po~adavky u~ivatelo, napYklad voblasti dota nch titulo zrozpo tu kraje (Program obnovy venkova, Dotace na zemn plnovac dokumentaci, Program obnovy kulturnch pamtek). Po tkem roku 2007 byla odstartovna tvrt a dole~it etapa vstavby: datov tr~iat Spisov slu~ba a Ekonomika, je~ jsou realizovny hlavnm dodavatelem ERP systmu krajskho Yadu  firmou Gordic, s.r.o. (systm GINIS). Od ervna 2007 bude prostYednictvm webov strnky Analytick a statistick slu~by kraje Vyso ina umo~nn pYstup kvstupom zdatovho skladu i pro extern u~ivatele. Technick charakteristika Datov sklad je centrln krajsk multidimenzionln databze. Integruje data z provoznch systmo a dalach externch zdrojo do datov struktury, kter umo~Huje rychlou a komplexn analzu. Datov sklad je fyzicky i logicky oddlen od provoznch systmo. Data z provoznch systmo se pYevdj do datovho skladu, kde se po transformaci ukldaj zposobem, kter vyhovuje analytickmu a prezenta nmu zpracovn vstupo. Datov sklad obsahuje 2 vrstvy.  Nult vrstva obsahuje nevy iatn data, kter se ve stanovench intervalech na taj z roznch zdrojo. Nsledn se data ist, integruj, sumarizuj a ovYuje se jejich sprvnost. Takto konsolidovan data se ukldaj do  prvn vrstvy, kter je zkladem pro vaechny typy vstupoTVX j l   " FDHPXpr *¾žš¦’ hQ\h?\hQ\hXm,h;>heh!hj[haLhpth &h*hQhQ>*hvihvi5CJhvihvi5CJaJhvih#ECJaJhviCJaJ7VX" HT$ & FEƀyF)^`a$gdQ $`a$gd\^`Z\bDZX"\"z""(#,#####$l$j%ƾƾƾƾƾƔxg h5<h;CJOJQJ^JaJh;CJOJQJ^JaJhSX#CJOJQJ^JaJ#hoLkh;>*CJOJQJ^JaJhR8^JaJh9^JaJh)'^JaJh)'hpthQ hvihvih &hQhaL>*hQhQ>*h!h[zhQ^Jh?\hQ\ hQ\(H`\b[OGG; $`a$gd)'$a$gdQ $`a$gdv>$a$gd9$a$gd;$L^L`a$gd; $`a$gd;$a$gd;$a$gdQ $`a$gd)'j%%@&^&6'N')8(9*9p9r9J<L<N<P<R<T<<<<<<v>>>?,?.?* h9>*)jhYh;CJOJQJU^JaJh;^JaJh~,h;^JaJ#h~,h;>*CJOJQJ^JaJh;>*CJOJQJ^JaJh;CJOJQJ^JaJU h5<h;CJOJQJ^JaJhSX#CJOJQJ^JaJ. Zkladem zpracovn dat je OLAP analza (OLAP = on-line analytical processing), kter manipuluje s daty v tzv. vcerozmrnch datovch objektech. Pou~it technologie a schma Yeaen Databzov server: MS SQL SERVER 2000 STD., pro extern pYstup MS SQL SERVER 2005 ENT. Analytick server: MS ANALYSIS SERVICES (MS SQL SERVER 2000) Transformace dat: MS DATA TRANSFORMATION SERVICES (MS SQL SERVER 2000) Prezenta n vrstva: MS BUSINESS INTELLIGENCE PORTAL XP MS REPORTING SERVICES (MS SQL SERVER 2000) Tvorba sestav: MS VISUAL STUDIO 2003, 2005  PYehled datovho obsahu (kvten 2007) Vprvnch dvou letech provozu datovho skladu byl jeho rozvoj zamYen pYedevam na rost objemu dat a vytvoYen kvalitn a proYezov datov zkladny pro rozn analzy. Datov sklad obsahuje vsou asn dob nsledujc datov tr~iat: etapadatum realizacedatov tr~iatpo et OLAP objektopoznmka12005Fond Vyso iny312005Statistika14postupn rozaiYovno22006PYspvkov organizace2232007Integrovan zchrann systm11ve vstavb42007Spisov slu~ba342007Ekonomika Yadu2ve vstavb0prob~nMetadata3ad hoc2006Neziskov organizace2ad hocprob~nObce5postupn rozaiYovnoad hocprob~nProvoz4postupn rozaiYovno Naplnn clo projektu Ad1) prohlouben a rozaYen informa nch nstrojo kraje Vyso ina smrem kobcm, pYspvkovm organizacm , ob anom kraje, zamstnancom a managerom kraje, tzn. efektivn a u~ivatelsky snadn zpYstupnn vaech relevantnch dat krajsk rovn veYejn sprvy zainteresovanm subjektom Vstupy zdatovho skladu se podaYilo implementovat do informa nho systmu kraje. Kinternmu pYstupu jsou vyu~vny aplikace BI Portl pro pYmou prci sOLAP objekty datovho skladu, aplikace Reportovac slu~by pro pYstup kpYedem definovanm sestavm, e-mail pro zasln sestav vdefinovan period a definovanm u~ivatelom. Kexternmu pYstupu je vyu~ito e-mailov zasln sestav externm subjektom, webov strnka  Analytick a statistick slu~by kraje Vyso ina s pYedem definovanmi on-line sestavami. Ad2) zvaen vyu~itelnosti, vt~nosti a vypovdajc hodnoty krajskch informac, zkvalitnn a zrychlen rozhodovacch proceso kraje Vyso ina Zkladn vhodou datovho skladu je jeho univerzlnost vyu~it. Data zprovoznch systmo jsou ulo~ena vjednotn struktuYe a dostupn on-line. Tam, kde je to eln mohou bt databze automaticky spojeny. Lze automaticky vytvYet ucelen sumYe odvtv i zem, sledovat globln trendy, i obdr~et komplexn informace kdot enmu subjektu a to prakticky bez (technickho) omezen. Sumarizac a spojovnm databz tak vznik univerzln nstroj pro analzy napY  odvtvmi. Ad3) zvaen efektivity fungovn krajskho Yadu, zejmna voblasti zpracovn dat - automatizace a unifikace dot ench proceso. Vdosud zpracovanch oblastech doalo keliminaci ru nho zpracovn dat. Ru n prce (v lepam pYpad pou~vn funkc  ctrl + c a  ctrl + v , v horam pYpad ru n pYepisovn dat) byla nahrazena datovmi pumpami a automatickm hromadnm zpracovnm dat a tvorbou vstupo. Dochz kvrazn spoYe asu a pYesunu vrazn sti pracovnho fondu zoblasti zpracovn dat do oblasti analzy dat. Zvr Vstavba datovho skladu vpodmnkch krajskho Yadu je  bhem na dlouhou trae . Zatmco vprivtnch firmch je datov obsah pomrn jasn vymezen (napY. sklad, vroba, etnictv, marketing, kalkulace) a dodavatelsk firmy ji~ maj dostatek zkuaenost sjeho implementac, vpodmnkch krajskch Yado dosud skute n fungujc komplexn mana~ersk informa n systm zalo~en na datovm skladu neexistuje. Dovodem je nutnost zahrnut airokho spektra datovch zdrojo potYebnch pro rozhodovn voblasti krajsk veYejn sprvy. Rovn~ vzhledem ktomu, ~e oblast business inteligence je voblasti veYejn sprvy ur it novum, po~adavky na takto pojat informa n systm se postupn tvoY. PYnosy tohoto Yeaen na Vyso in jsou vaak evidentn a mo~eme ekat jeho dala budouc rozvoj  zejmna smrem k nstrojom strategickho Yzen organizace (napY. balanced - scorecard), mapovm vstupom i dalamu objemovmu nrostu zpracovvanch dat. 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