{"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\/sk\/blog\/administrirovanie\/vitriny-dannyh-data-vault","title":{"rendered":"Preh\u013eadov\u00e9 \u00fadaje DATA VAULT","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>V predch\u00e1dzaj\u00facich <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/users\/asenterprise\/posts\/\">\u010dl\u00e1nkoch<\/a><\/noindex>, sme sa obozn\u00e1mili so z\u00e1kladmi DATA VAULT, roz\u0161\u00edren\u00edm DATA VAULT na anal\u00fdzu a vytvoren\u00edm BUSINESS DATA VAULT. Pri\u0161iel \u010das ukon\u010di\u0165 s\u00e9riu tre\u0165ou \u010dl\u00e1nkom.<\/p>\n<p>Ako som avizoval v predch\u00e1dzaj\u00facej <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/504214\/\">publik\u00e1cii<\/a><\/noindex>, tento \u010dl\u00e1nok bude venovan\u00fd t\u00e9me BI, konkr\u00e9tne pr\u00edprave DATA VAULT ako zdroja d\u00e1t pre BI. Pozrime sa, ako vytvori\u0165 faktov\u00e9 a dimenzion\u00e1lne tabu\u013eky, a t\u00fdm vytvori\u0165 hviezdnu sch\u00e9mu.<\/p>\n<p>Ke\u010f som za\u010dal sk\u00fama\u0165 anglick\u00e9 materi\u00e1ly na t\u00e9mu vytv\u00e1rania d\u00e1tov\u00fdch skladov na DATA VAULT, mal som pocit, \u017ee proces je dos\u0165 zlo\u017eit\u00fd. \u010cl\u00e1nky s\u00fa rozsiahle a obsahuj\u00fa odkazy na zmeny vo formul\u00e1ci\u00e1ch, ktor\u00e9 sa objavili v metodol\u00f3gii Data Vault 2.0, pri\u010dom sa zd\u00f4raz\u0148uje v\u00fdznam t\u00fdchto formul\u00e1ci\u00ed. <\/p>\n<p>Av\u0161ak po hlb\u0161om preklade sa uk\u00e1zalo, \u017ee proces nie je a\u017e tak\u00fd zlo\u017eit\u00fd. Ale mo\u017eno si vytvor\u00edte in\u00fd n\u00e1zor.<\/p>\n<p>A tak, po\u010fme prejs\u0165 k podstate.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h3>Dimenzion\u00e1lne a faktov\u00e9 tabu\u013eky v DATA VAULT<\/h3>\n<p>\nNajzlo\u017eitej\u0161ia inform\u00e1cia na pochopenie:<\/p>\n<ul>\n<li>Dimenzion\u00e1lne tabu\u013eky s\u00fa postaven\u00e9 na inform\u00e1ci\u00e1ch hubov a ich satelitov;<\/li>\n<li>Faktov\u00e9 tabu\u013eky s\u00fa postaven\u00e9 na inform\u00e1ci\u00e1ch linkov a ich satelitov.<\/li>\n<\/ul>\n<p>\nA to je zjavn\u00e9 po pre\u010d\u00edtan\u00ed \u010dl\u00e1nku o <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/502968\/\">z\u00e1kladoch DATA VAULT<\/a><\/noindex>. Huby uchov\u00e1vaj\u00fa jedine\u010dn\u00e9 k\u013e\u00fa\u010de obchodn\u00fdch objektov, ich satelity stav atrib\u00fatov obchodn\u00fdch objektov viazan\u00e9 na \u010das, satelity viazan\u00e9 na linky podporuj\u00face transakcie uchov\u00e1vaj\u00fa \u010d\u00edseln\u00e9 charakteristiky t\u00fdchto transakci\u00ed.<\/p>\n<p>Na tom sa te\u00f3ria v podstate kon\u010d\u00ed.<\/p>\n<p>Ale aj tak, pod\u013ea m\u00f4jho n\u00e1zoru, je potrebn\u00e9 spomen\u00fa\u0165 nieko\u013eko pojmov, ktor\u00e9 sa m\u00f4\u017eu objavi\u0165 v \u010dl\u00e1nkoch o metodol\u00f3gii DATA VAULT:<\/p>\n<ul>\n<li>Raw Data Marts \u2013 vitr\u00edny \u201esurov\u00fdch\u201c d\u00e1t;<\/li>\n<li>Information Marts \u2013 informa\u010dn\u00e9 vitr\u00edny.<\/li>\n<\/ul>\n<p>\nPojem \u201eRaw Data Marts\u201c ozna\u010duje vitr\u00edny vytvoren\u00e9 nad d\u00e1tami DATA VAULT prostredn\u00edctvom vykon\u00e1vania relat\u00edvne jednoduch\u00fdch JOIN\u2019ov. Pr\u00edstup \u201eRaw Data Marts\u201c umo\u017e\u0148uje flexibilne a v kr\u00e1tkom \u010dase roz\u0161\u00edri\u0165 projekt skladu inform\u00e1ciami vhodn\u00fdmi na anal\u00fdzu. Tak\u00fdto pr\u00edstup nezah\u0155\u0148a vykon\u00e1vanie zlo\u017eit\u00fdch transform\u00e1ci\u00ed d\u00e1t a uplat\u0148ovanie obchodn\u00fdch pravidiel pred umiestnen\u00edm do vitr\u00edny, av\u0161ak d\u00e1ta \u201eRaw Data Marts\u201c by mali by\u0165 pochopite\u013en\u00e9 pre obchodn\u00e9ho pou\u017e\u00edvate\u013ea a maj\u00fa sl\u00fa\u017ei\u0165 ako z\u00e1klad pre \u010fal\u0161ie transform\u00e1cie, napr\u00edklad n\u00e1strojmi BI.<\/p>\n<p>Pojem \u201eInformation Marts\u201c sa objavil v metodol\u00f3gii Data Vault 2.0, nahradil star\u00fd pojem \u201eData Marts\u201c. T\u00e1to zmena je sp\u00f4soben\u00e1 uvedomen\u00edm si \u00falohy implement\u00e1cie modelu \u00fadajov na vytv\u00e1ranie spr\u00e1v ako transform\u00e1cie \u00fadajov na inform\u00e1cie. Sch\u00e9ma \u201eInformation Marts\u201c by mala predov\u0161etk\u00fdm poskytova\u0165 podnikaniu inform\u00e1cie vhodn\u00e9 na rozhodovanie.<\/p>\n<p>Dostato\u010dne zlo\u017eit\u00e1 defin\u00edcia odr\u00e1\u017ea dva jednoduch\u00e9 fakty:<\/p>\n<ol>\n<li>Vitr\u00edny typu \u201eRaw Data Marts\u201c sa stavaj\u00fa na surovom (RAW) DATA VAULT, \u00falo\u017eisku obsahuj\u00facom len z\u00e1kladn\u00e9 pojmy: HUBS, LINKS, SATELLITES;<\/li>\n<li>Vitr\u00edny \u201eInformation Marts\u201c sa vytv\u00e1raj\u00fa s vyu\u017eit\u00edm prvkov BUSINESS VAULT: PIT, BRIDGE.<\/li>\n<\/ol>\n<p>\nAk sa pozrieme na pr\u00edklady uchov\u00e1vania inform\u00e1ci\u00ed o zamestnancoch, m\u00f4\u017eeme poveda\u0165, \u017ee vitr\u00edna zobrazuj\u00faca aktu\u00e1lne (platn\u00e9 dnes) telef\u00f3nne \u010d\u00edslo zamestnanca je vitr\u00edna typu \u201eRaw Data Marts\u201c. Na vytvorenie takejto vitr\u00edny sa pou\u017e\u00edva obchodn\u00fd k\u013e\u00fa\u010d zamestnanca a funkcia MAX(), pou\u017eit\u00e1 na atrib\u00fat d\u00e1tumu nahr\u00e1vania do satellite (MAX(SatLoadDate)). Ke\u010f je potrebn\u00e9 uchov\u00e1va\u0165 hist\u00f3riu zmien atrib\u00fatu vo vitr\u00edne \u2013 je potrebn\u00e9 rozumie\u0165, od ktorej do ktorej d\u00e1tumy bolo telef\u00f3nne \u010d\u00edslo platn\u00e9, prim\u00e1rnym k\u013e\u00fa\u010dom takej tabu\u013eky sa stane kompil\u00e1cia obchodn\u00e9ho k\u013e\u00fa\u010da a d\u00e1tumu nahr\u00e1vania do satellite, pri\u010dom sa prid\u00e1 aj pole d\u00e1tumu ukon\u010denia obdobia platnosti.<\/p>\n<p>Vytvorenie vitr\u00edny, ktor\u00e1 uchov\u00e1va aktu\u00e1lne inform\u00e1cie o ka\u017edom atrib\u00fate nieko\u013ek\u00fdch satellites, vstupuj\u00facich do hubu, napr\u00edklad telef\u00f3nne \u010d\u00edslo, adresa, meno, predpoklad\u00e1 pou\u017eitie PIT tabu\u013eky, cez ktor\u00fa je \u013eahk\u00e9 z\u00edska\u0165 v\u0161etky d\u00e1tumy platnosti. Vitr\u00edny tak\u00e9hoto typu sa zara\u010fuj\u00fa k \u201eInformation Marts\u201c.<\/p>\n<p>Oba pr\u00edstupy s\u00fa aktu\u00e1lne ako pre dimenzie, tak aj pre fakty. <\/p>\n<p>Na vytvorenie vitr\u00edn, ktor\u00e9 uchov\u00e1vaj\u00fa inform\u00e1cie o viacer\u00fdch link\u00e1ch a huboch, m\u00f4\u017ee by\u0165 zapojen\u00e9 odvolanie na BRIDGE tabu\u013eky.<\/p>\n<p>Touto \u010dl\u00e1nkom kon\u010d\u00edm cyklus o koncepte DATA VAULT, d\u00fafam, \u017ee inform\u00e1cie, ktor\u00e9 som zdie\u013eal, bud\u00fa u\u017eito\u010dn\u00e9 pri realiz\u00e1cii va\u0161ich projektov.<\/p>\n<p>Ako v\u017edy, na z\u00e1ver, nieko\u013eko u\u017eito\u010dn\u00fdch odkazov:<\/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\/\">\u010cl\u00e1nok<\/a><\/noindex> Kenta Graciano, kde okrem podrobn\u00e9ho popisu s\u00fa obsiahnut\u00e9 aj sch\u00e9my modelu;<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li>Kniha: \u201eBuilding a Scalable Data Warehouse with DATA VAULT 2.0\u201c;<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/502968\/\">\u010cl\u00e1nok \u201eZ\u00e1klady Data Vault\u201c<\/a><\/noindex>;<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/504214\/\">\u010cl\u00e1nok \u201eRozvoj DATA VAULT a prechod k BUSINESS DATA VAULT\u201c<\/a><\/noindex>.<\/li>\n<\/ul>\n<p>Zdroj: <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 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412 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