{"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\/cs\/blog\/administrirovanie\/vitriny-dannyh-data-vault","title":{"rendered":"Datab\u00e1zov\u00e1 vitr\u00edna DATA VAULT","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>V p\u0159edchoz\u00edch <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/users\/asenterprise\/posts\/\">\u010dl\u00e1nc\u00edch<\/a><\/noindex>, jsme se sezn\u00e1mili se z\u00e1klady DATA VAULT, roz\u0161\u00ed\u0159en\u00edm DATA VAULT do anal\u00fdzy vhodn\u011bj\u0161\u00edho stavu a vytvo\u0159en\u00edm BUSINESS DATA VAULT. Nastal \u010das uzav\u0159\u00edt s\u00e9rii t\u0159et\u00edm \u010dl\u00e1nkem.<\/p>\n<p>Jak jsem ozn\u00e1mil v p\u0159edchoz\u00ed <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/504214\/\">publikaci<\/a><\/noindex>, tento \u010dl\u00e1nek bude v\u011bnov\u00e1n t\u00e9matu BI, konkr\u00e9tn\u011b p\u0159\u00edprav\u011b DATA VAULT jako zdroje dat pro BI. Pod\u00edv\u00e1me se na to, jak vytvo\u0159it tabulky fakt\u016f a dimenz\u00ed a t\u00edm vytvo\u0159it hv\u011bzdicovou sch\u00e9ma.<\/p>\n<p>Kdy\u017e jsem za\u010dal studovat anglick\u00e9 materi\u00e1ly o vytv\u00e1\u0159en\u00ed datov\u00fdch sklad\u016f nad DATA VAULT, m\u011bl jsem pocit, \u017ee proces je dost slo\u017eit\u00fd. \u010cl\u00e1nky maj\u00ed zna\u010dn\u00fd objem, obsahuj\u00ed odkazy na zm\u011bny ve formulac\u00edch, kter\u00e9 se objevily v metodologii Data Vault 2.0, a zd\u016fraz\u0148uj\u00ed d\u016fle\u017eitost t\u011bchto formulac\u00ed. <\/p>\n<p>Nicm\u00e9n\u011b, kdy\u017e jsem se pono\u0159il do p\u0159ekladu, uk\u00e1zalo se, \u017ee tento proces nen\u00ed tak slo\u017eit\u00fd. Ale mo\u017en\u00e1 m\u00e1te jin\u00fd n\u00e1zor.<\/p>\n<p>A tak, poj\u010fme p\u0159ej\u00edt k j\u00e1dru v\u011bci.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h3>Tabulky dimenz\u00ed a fakt\u016f v DATA VAULT<\/h3>\n<p>\nNejkomplexn\u011bj\u0161\u00ed informace k pochopen\u00ed:<\/p>\n<ul>\n<li>Tabulky dimenz\u00ed jsou postaveny na informace hub\u016f a jejich satelit\u016f;<\/li>\n<li>Tabulky fakt\u016f jsou postaveny na informace link\u016f a jejich satelit\u016f.<\/li>\n<\/ul>\n<p>\nA to je jasn\u00e9 po p\u0159e\u010dten\u00ed \u010dl\u00e1nku o <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/502968\/\">z\u00e1kladech DATA VAULT<\/a><\/noindex>. Huby uchov\u00e1vaj\u00ed unik\u00e1tn\u00ed kl\u00ed\u010de obchodn\u00edch objekt\u016f, jejich satelity uchov\u00e1vaj\u00ed stavy atribut\u016f obchodn\u00edch objekt\u016f v\u00e1zan\u00e9 na \u010das, satelity v\u00e1zan\u00e9 na linky podporuj\u00edc\u00ed transakce uchov\u00e1vaj\u00ed \u010d\u00edseln\u00e9 charakteristiky t\u011bchto transakc\u00ed.<\/p>\n<p>Na tom teorie v podstat\u011b kon\u010d\u00ed.<\/p>\n<p>Ale p\u0159esto, za mne je d\u016fle\u017eit\u00e9 zm\u00ednit p\u00e1r pojm\u016f, kter\u00e9 se mohou objevit v \u010dl\u00e1nc\u00edch o metodologii DATA VAULT:<\/p>\n<ul>\n<li>Raw Data Marts \u2013 vitr\u00edny \u201esyrov\u00fdch\u201c dat;<\/li>\n<li>Information Marts \u2013 informa\u010dn\u00ed vitr\u00edny.<\/li>\n<\/ul>\n<p>\nPojem \u201eRaw Data Marts\u201c ozna\u010duje vitr\u00edny postaven\u00e9 nad daty DATA VAULT proveden\u00edm dost jednoduch\u00fdch JOIN\u016f. P\u0159\u00edstup \u201eRaw Data Marts\u201c umo\u017e\u0148uje flexibiln\u011b a rychle roz\u0161\u00ed\u0159it projekt \u00falo\u017ei\u0161t\u011b informacemi vhodn\u00fdmi k anal\u00fdze. Tento p\u0159\u00edstup nevy\u017eaduje slo\u017eit\u00e9 transformace dat a dodr\u017eov\u00e1n\u00ed obchodn\u00edch pravidel p\u0159ed um\u00edst\u011bn\u00edm do vitr\u00edny, nicm\u00e9n\u011b, data \u201eRaw Data Marts\u201c mus\u00ed b\u00fdt srozumiteln\u00e1 obchodn\u00edmu u\u017eivateli a slou\u017eit jako z\u00e1klad pro dal\u0161\u00ed transformace, nap\u0159\u00edklad pomoc\u00ed n\u00e1stroj\u016f BI.<\/p>\n<p>Pojem \u201eInformation Marts\u201c se objevil v metodologii Data Vault 2.0 a nahradil star\u00fd pojem \u201eData Marts\u201c. Tato zm\u011bna byla zp\u016fsobena uv\u011bdom\u011bn\u00edm si \u00fakolu implementace datov\u00e9ho modelu pro vytv\u00e1\u0159en\u00ed report\u016f jako transformace dat na informace. Sch\u00e9ma \u201eInformation Marts\u201c by m\u011blo prim\u00e1rn\u011b poskytovat podnikatelsky pou\u017eitelnou informaci pro rozhodov\u00e1n\u00ed.<\/p>\n<p>Dostate\u010dn\u011b mnohomluvn\u00e1 vymezen\u00ed odr\u00e1\u017eej\u00ed dva jednoduch\u00e9 faktory:<\/p>\n<ol>\n<li>Vitr\u00edny typu \u201eRaw Data Marts\u201c jsou postaveny na surov\u00e9m (RAW) DATA VAULT, \u00falo\u017ei\u0161ti, kter\u00e9 obsahuje pouze z\u00e1kladn\u00ed pojmy: HUBY, ODKAZY, SATELITY;<\/li>\n<li>Vitr\u00edny \u201eInformation Marts\u201c jsou vytv\u00e1\u0159eny s vyu\u017eit\u00edm prvk\u016f BUSINESS VAULT: PIT, BRIDGE.<\/li>\n<\/ol>\n<p>\nPokud se obr\u00e1t\u00edme na p\u0159\u00edklady ukl\u00e1d\u00e1n\u00ed informac\u00ed o zam\u011bstnanci, m\u016f\u017eeme \u0159\u00edci, \u017ee vitr\u00edna zobrazuj\u00edc\u00ed aktu\u00e1ln\u00ed (platn\u00e9 dnes) telefonn\u00ed \u010d\u00edslo zam\u011bstnance \u2013 je vitr\u00edna typu \u201eRaw Data Marts\u201c. Pro vytvo\u0159en\u00ed takov\u00e9 vitr\u00edny se pou\u017e\u00edv\u00e1 podnikatelsk\u00fd kl\u00ed\u010d zam\u011bstnance a funkce MAX(), pou\u017eit\u00e1 na atributu data na\u010dten\u00ed do satelitu (MAX(SatLoadDate)). Kdy\u017e je t\u0159eba uchovat historii zm\u011bn atributu ve vitr\u00edn\u011b \u2013 je t\u0159eba pochopit, od kdy do kdy byl telefon aktu\u00e1ln\u00ed, prim\u00e1rn\u00edm kl\u00ed\u010dem takov\u00e9 tabulce bude kombinace podnikatelsk\u00e9ho kl\u00ed\u010de a data na\u010dten\u00ed do satelitu, tak\u00e9 se p\u0159id\u00e1 pole data ukon\u010den\u00ed obdob\u00ed platnosti.<\/p>\n<p>Vytvo\u0159en\u00ed vitr\u00edny, kter\u00e1 uchov\u00e1v\u00e1 aktu\u00e1ln\u00ed informace ka\u017ed\u00e9ho atributu n\u011bkolika satelit\u016f, kter\u00e9 pat\u0159\u00ed do hubu, nap\u0159\u00edklad telefonn\u00ed \u010d\u00edslo, adresa, jm\u00e9no, p\u0159edpokl\u00e1d\u00e1 pou\u017eit\u00ed PIT tabulky, p\u0159es kterou je snadn\u00e9 z\u00edskat v\u0161echny data aktu\u00e1lnosti. Vitr\u00edny tohoto typu pat\u0159\u00ed do \u201eInformation Marts\u201c.<\/p>\n<p>Oba p\u0159\u00edstupy jsou relevantn\u00ed jak pro dimenze, tak pro fakta. <\/p>\n<p>Pro vytvo\u0159en\u00ed vitr\u00edn, kter\u00e9 uchov\u00e1vaj\u00ed informace o n\u011bkolika odkazech a hubu m\u016f\u017ee b\u00fdt vyu\u017eito odkazov\u00e1n\u00ed na BRIDGE tabulky.<\/p>\n<p>T\u00edmto \u010dl\u00e1nkem uzav\u00edr\u00e1m cyklus o konceptu DATA VAULT, douf\u00e1m, \u017ee informace, kter\u00e9 jsem sd\u00edlel, budou u\u017eite\u010dn\u00e9 p\u0159i realizaci va\u0161ich projekt\u016f.<\/p>\n<p>Jak ji\u017e tradi\u010dn\u011b, na z\u00e1v\u011br, n\u011bkolik u\u017eite\u010dn\u00fdch odkaz\u016f:<\/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\u00e1nek<\/a><\/noindex> Kenta Graciana, kter\u00e1 krom\u011b podrobn\u00e9ho popisu obsahuje sch\u00e9mata 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\u00e1nek \u201eZ\u00e1klady Data Vault\u201c<\/a><\/noindex>;<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/504214\/\">\u010cl\u00e1nek \u201eV\u00fdvoj DATA VAULT a p\u0159echod 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 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412 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