{"id":84225,"date":"2020-06-06T07:42:14","date_gmt":"2020-06-06T05:42:14","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/vitriny-dannyh-data-vault"},"modified":"2020-06-06T07:42:14","modified_gmt":"2020-06-06T05:42:14","slug":"vitriny-dannyh-data-vault","status":"publish","type":"post","link":"https:\/\/prohoster.info\/hu\/blog\/administrirovanie\/vitriny-dannyh-data-vault","title":{"rendered":"Adatl\u00e1da DATA VAULT","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Az el\u0151z\u0151 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/users\/asenterprise\/posts\/\">cikkekben<\/a><\/noindex>, megismert\u00fck a DATA VAULT alapjait, a DATA VAULT kiterjeszt\u00e9s\u00e9t egy elemz\u00e9sre alkalmas \u00e1llapotra \u00e9s az \u00dcZLETI DATA VAULT l\u00e9trehoz\u00e1s\u00e1t. Itt az ideje, hogy befejezz\u00fck a sorozatot a harmadik cikkel.<\/p>\n<p>Ahogy az el\u0151z\u0151 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/504214\/\">publik\u00e1ci\u00f3<\/a><\/noindex>cikkemben beharangoztam, ez a cikk a BI t\u00e9m\u00e1j\u00e1ra fog \u00f6sszpontos\u00edtani, pontosabban a DATA VAULT el\u0151k\u00e9sz\u00edt\u00e9s\u00e9re, mint adatforr\u00e1s a BI sz\u00e1m\u00e1ra. Megvizsg\u00e1ljuk, hogyan lehet l\u00e9trehozni a t\u00e9ny- \u00e9s dimenzi\u00f3s t\u00e1bl\u00e1kat, ezzel l\u00e9trehozva egy csillags\u00e9m\u00e1t.<\/p>\n<p>Amikor elkezdtem angol nyelv\u0171 anyagokat tanulm\u00e1nyozni a DATA VAULT adatl\u00e1d\u00e1k l\u00e9trehoz\u00e1s\u00e1val kapcsolatban, \u00fagy \u00e9reztem, hogy a folyamat meglehet\u0151sen bonyolult. Mivel a cikkek jelent\u0151s terjedelm\u0171ek, hivatkoz\u00e1sok vannak a Data Vault 2.0 metodol\u00f3gi\u00e1ban megjelen\u0151 megfogalmaz\u00e1sokra, hangs\u00falyozva ezek fontoss\u00e1g\u00e1t. <\/p>\n<p>Azonban, m\u00e9lyebbre \u00e1sva a ford\u00edt\u00e1sban, vil\u00e1goss\u00e1 v\u00e1lt, hogy ez a folyamat nem is olyan bonyolult. De lehet, hogy \u00d6n m\u00e1s v\u00e9lem\u00e9nyen lesz.<\/p>\n<p>Sz\u00f3val, n\u00e9zz\u00fck meg a l\u00e9nyeget.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h3>Dimenzi\u00f3s \u00e9s t\u00e9nyt\u00e1bl\u00e1k a DATA VAULT-ban<\/h3>\n<p>\nA legnehezebben \u00e9rthet\u0151 inform\u00e1ci\u00f3:<\/p>\n<ul>\n<li>A dimenzi\u00f3s t\u00e1bl\u00e1k a hubok \u00e9s szatelitjeik inform\u00e1ci\u00f3j\u00e1n alapulnak;<\/li>\n<li>A t\u00e9nyt\u00e1bl\u00e1k a linkek \u00e9s szatelitjeik inform\u00e1ci\u00f3j\u00e1n alapulnak.<\/li>\n<\/ul>\n<p>\nEz vil\u00e1gos, miut\u00e1n elolvastuk a cikket az <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/502968\/\">adatai DATA VAULT alapjair\u00f3l<\/a><\/noindex>. A hubok a biznisz objektumok egyedi kulcsait t\u00e1rolj\u00e1k, a biznisz objektumok attrib\u00fatumainak \u00e1llapotszatelitjei id\u0151h\u00f6z k\u00f6t\u0151dnek, a linkekhez kapcsol\u00f3d\u00f3 szatelitjeik a tranzakci\u00f3k numerikus jellemz\u0151it t\u00e1rolj\u00e1k.<\/p>\n<p>Ez alapvet\u0151en a te\u00f3ria v\u00e9ge.<\/p>\n<p>De m\u00e9gis, v\u00e9lem\u00e9nyem szerint fontos megjegyezni n\u00e9h\u00e1ny fogalmat, amelyek el\u0151fordulhatnak a DATA VAULT metodol\u00f3gi\u00e1j\u00e1r\u00f3l sz\u00f3l\u00f3 cikkekben:<\/p>\n<ul>\n<li>Raw Data Marts - 'nyers' adatok l\u00e1d\u00e1i;<\/li>\n<li>Information Marts - inform\u00e1ci\u00f3s l\u00e1d\u00e1k.<\/li>\n<\/ul>\n<p>\nA 'Raw Data Marts' fogalma a DATA VAULT adatok f\u00f6l\u00f6tti l\u00e1d\u00e1kat jelenti, amelyek egyszer\u0171 JOIN-ok v\u00e9grehajt\u00e1s\u00e1val k\u00e9sz\u00fcltek. A 'Raw Data Marts' megk\u00f6zel\u00edt\u00e9se rugalmasan \u00e9s r\u00f6vid id\u0151n bel\u00fcl lehet\u0151v\u00e9 teszi a t\u00e1rol\u00e1si projektek b\u0151v\u00edt\u00e9s\u00e9t az elemz\u00e9sre alkalmas inform\u00e1ci\u00f3kkal. Ez a megk\u00f6zel\u00edt\u00e9s nem ig\u00e9nyli bonyolult adatform\u00e1z\u00e1sok v\u00e9grehajt\u00e1s\u00e1t \u00e9s \u00fczleti szab\u00e1lyok alkalmaz\u00e1s\u00e1t a l\u00e1d\u00e1kba t\u00f6rt\u00e9n\u0151 elhelyez\u00e9s el\u0151tt, azonban a 'Raw Data Marts' adatoknak \u00e9rthet\u0151nek kell lenni\u00fck az \u00fczleti felhaszn\u00e1l\u00f3 sz\u00e1m\u00e1ra, \u00e9s a tov\u00e1bbi \u00e1talak\u00edt\u00e1sok alapj\u00e1ul kell szolg\u00e1lniuk, p\u00e9ld\u00e1ul BI eszk\u00f6z\u00f6kkel.<\/p>\n<p>Az \"Information Marts\" fogalma a Data Vault 2.0 metodol\u00f3gi\u00e1j\u00e1ban jelent meg, felv\u00e1ltva a r\u00e9gi \"Data Marts\" fogalm\u00e1t. E v\u00e1ltoz\u00e1s m\u00f6g\u00f6tt az a felismer\u00e9s \u00e1ll, hogy az adatok inform\u00e1ci\u00f3v\u00e1 alak\u00edt\u00e1sa a riport\u00e1l\u00e1s sor\u00e1n a modellez\u00e9s feladata. Az \"Information Marts\" s\u00e9m\u00e1nak els\u0151sorban az a feladata, hogy a v\u00e1llalat sz\u00e1m\u00e1ra d\u00f6nt\u00e9shozatalra alkalmas inform\u00e1ci\u00f3t ny\u00fajtson.<\/p>\n<p>A meglehet\u0151sen sz\u00f3sz\u00e1ty\u00e1r meghat\u00e1roz\u00e1sok k\u00e9t egyszer\u0171 t\u00e9nyt t\u00fckr\u00f6znek:<\/p>\n<ol>\n<li>\"Raw Data Marts\" t\u00edpus\u00fa vitrinek a nyers (RAW) DATA VAULT-ra \u00e9p\u00fclnek, amely csak alapvet\u0151 fogalmakat tartalmaz: HUBS, LINKS, SATELLITES;<\/li>\n<li>Az \"Information Marts\" vitrinek a BUSINESS VAULT elemeivel k\u00e9sz\u00fclnek: PIT, BRIDGE.<\/li>\n<\/ol>\n<p>\nHa a munkav\u00e1llal\u00f3 inform\u00e1ci\u00f3inak t\u00e1rol\u00e1s\u00e1nak p\u00e9ld\u00e1ira t\u00e9r\u00fcnk, elmondhat\u00f3, hogy az aktu\u00e1lis (a mai napra vonatkoz\u00f3) munkav\u00e1llal\u00f3i telefonsz\u00e1mot mutat\u00f3 vitrin egy \"Raw Data Marts\" t\u00edpus\u00fa vitrin. Egy ilyen vitrin l\u00e9trehoz\u00e1s\u00e1hoz a munkav\u00e1llal\u00f3 \u00fczleti kulcs\u00e1t \u00e9s a MAX() f\u00fcggv\u00e9nyt haszn\u00e1lj\u00e1k a bet\u00f6lt\u00e9si d\u00e1tum attrib\u00fatum\u00e1ra a satellite-ben (MAX(SatLoadDate)). Amikor a telefonv\u00e1ltoz\u00e1s attrib\u00fatum\u00e1nak t\u00f6rt\u00e9neti t\u00e1rol\u00e1s\u00e1ra van sz\u00fcks\u00e9g, fontos tudni, hogy mely id\u0151pontokt\u00f3l meddig volt aktu\u00e1lis a telefon, \u00e9s egy ilyen t\u00e1bl\u00e1zat els\u0151dleges kulcsa az \u00fczleti kulcs \u00e9s a bet\u00f6lt\u00e9s d\u00e1tum\u00e1nak \u00f6sszevon\u00e1s\u00e1b\u00f3l \u00e1ll, tov\u00e1bb\u00e1 egy \u00e9rv\u00e9nyess\u00e9gi id\u0151szak v\u00e9gs\u0151 d\u00e1tum\u00e1nak mez\u0151je is hozz\u00e1ad\u00f3dik.<\/p>\n<p>Egy vitrin l\u00e9trehoz\u00e1sa, amely a hubhoz tartoz\u00f3 t\u00f6bb satellite aktu\u00e1lis attrib\u00fatumainak inform\u00e1ci\u00f3it t\u00e1rolja, p\u00e9ld\u00e1ul telefonsz\u00e1m, c\u00edm, n\u00e9v, a PIT t\u00e1bl\u00e1zat haszn\u00e1lat\u00e1t felt\u00e9telezi, amellyel k\u00f6nnyen megkaphat\u00f3k az \u00f6sszes \u00e9rv\u00e9nyess\u00e9gi d\u00e1tum. Az ilyen t\u00edpus\u00fa vitrinek az \"Information Marts\" kateg\u00f3ri\u00e1ba tartoznak.<\/p>\n<p>Mindk\u00e9t megk\u00f6zel\u00edt\u00e9s \u00e9rv\u00e9nyes a dimenzi\u00f3k \u00e9s a t\u00e9nyek sz\u00e1m\u00e1ra is. <\/p>\n<p>T\u00f6bb link \u00e9s hub inform\u00e1ci\u00f3it t\u00e1rol\u00f3 vitrinek l\u00e9trehoz\u00e1s\u00e1hoz BRIDGE t\u00e1bl\u00e1k haszn\u00e1lata is sz\u00fcks\u00e9ges lehet.<\/p>\n<p>Ezzel a cikk\u00e9vel befejezem a DATA VAULT koncepci\u00f3r\u00f3l sz\u00f3l\u00f3 cikksorozatot, rem\u00e9lem, az \u00e1ltalam megosztott inform\u00e1ci\u00f3 hasznos lesz a projektjeik megval\u00f3s\u00edt\u00e1s\u00e1ban.<\/p>\n<p>Mint mindig, a v\u00e9g\u00e9n, itt van n\u00e9h\u00e1ny hasznos hivatkoz\u00e1s:<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.vertabelo.com\/blog\/data-vault-series-building-an-information-mart-with-your-data-vault\/\">Cikk<\/a><\/noindex> Kenta Graziano, amely r\u00e9szletes le\u00edr\u00e1son k\u00edv\u00fcl modellek \u00e1br\u00e1it is tartalmazza;<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li>K\u00f6nyv: \"Building a Scalable Data Warehouse with DATA VAULT 2.0\";<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/502968\/\">Cikk \"A Data Vault alapjai\"<\/a><\/noindex>;<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/504214\/\">Cikk \"A DATA VAULT fejl\u0151d\u00e9se \u00e9s \u00e1tmenet a BUSINESS DATA VAULT-ra\"<\/a><\/noindex>.<\/li>\n<\/ul>\n<p>Forr\u00e1s: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/505292\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u0441\u0442\u0430\u0442\u044c\u044f\u0445, \u043c\u044b \u043f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u043b\u0438\u0441\u044c \u0441 \u043e\u0441\u043d\u043e\u0432\u0430\u043c\u0438 DATA VAULT, \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u0435\u043c DATA VAULT \u0434\u043e \u0431\u043e\u043b\u0435\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449\u0435\u0433\u043e \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f \u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435\u043c BUSINESS DATA VAULT. \u041d\u0430\u0441\u0442\u0430\u043b\u043e \u0432\u0440\u0435\u043c\u044f \u0437\u0430\u0432\u0435\u0440\u0448\u0430\u0442\u044c \u0441\u0435\u0440\u0438\u044e \u0442\u0440\u0435\u0442\u044c\u0435\u0439 \u0441\u0442\u0430\u0442\u044c\u0435\u0439. \u041a\u0430\u043a \u044f \u0430\u043d\u043e\u043d\u0441\u0438\u0440\u043e\u0432\u0430\u043b \u0432 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438, \u044d\u0442\u0430 \u0441\u0442\u0430\u0442\u044c\u044f \u0431\u0443\u0434\u0435\u0442 \u043f\u043e\u0441\u0432\u044f\u0449\u0435\u043d\u0430 \u0442\u0435\u043c\u0435 BI, \u0430 \u0442\u043e\u0447\u043d\u0435\u0435 \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0435 DATA VAULT \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f BI. \u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-84225","post","type-post","status-publish","format-standard","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412 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