{"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\/et\/blog\/administrirovanie\/vitriny-dannyh-data-vault","title":{"rendered":"Andmevitriinid DATA VAULT","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Eelnevalt <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/users\/asenterprise\/posts\/\">artiklite<\/a><\/noindex>, tutvusime DATA VAULTi p\u00f5hialustega, laiendades DATA VAULTi anal\u00fc\u00fcsimiseks sobivamaks ja luues BUSINESS DATA VAULTi. On aeg l\u00f5petada seeria kolmanda artikliga.<\/p>\n<p>Nagu ma eelnevalt teatasin <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/504214\/\">avalikustamist<\/a><\/noindex>, on see artikkel p\u00fchendatud BI-teemale, t\u00e4psemalt DATA VAULTi ettevalmistamisele BI andmeallikana. Vaatame, kuidas luua faktide ja m\u00f5\u00f5tmete tabeleid ja seel\u00e4bi luua t\u00e4hekaarti.<\/p>\n<p>Kui hakkasin uurima ingliskeelseid materjale andmevitriinide loomisest DATA VAULTi, tekkis mul tunne, et protsess on piisavalt keeruline. Artiklid on ulatuslikud, seal viidatakse muutustele s\u00f5nastuses, mis ilmusid metodoloogias Data Vault 2.0, ja r\u00f5hutatakse nende s\u00f5nastuste t\u00e4htsust. <\/p>\n<p>Kuid s\u00fcvenedes t\u00f5lke, sai selgeks, et see protsess ei ole sugugi nii keeruline. Kuid v\u00f5ib-olla teisel on teisiti.<\/p>\n<p>Nii et liikume asja juurde.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h3>M\u00f5\u00f5tmete ja faktide tabelid DATA VAULTis<\/h3>\n<p>\nK\u00f5ige keerulisem arusaamine teave:<\/p>\n<ul>\n<li>M\u00f5\u00f5tmete tabelid p\u00f5hinevad hubide ja nende satelliitide teabel;<\/li>\n<li>Faktatabelid p\u00f5hinevad linkide ja nende satelliitide teabel.<\/li>\n<\/ul>\n<p>\nJa see on ilmne p\u00e4rast artikli lugemist <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/502968\/\">DATA VAULTi alustest.<\/a><\/noindex>H\u00e4bid hoiavad ainulaadseid \u00e4rielementide v\u00f5tmeid, nende satelliidid hoiatavad \u00e4rielementide atribuutide seisunditest, mis on ajaga seotud, satelliidid, mis on seotud linkidega, mis toetavad tehinguid, hoiavad nende tehingute numbrilisi omadusi.<\/p>\n<p>Sellega see teooria p\u00f5him\u00f5tteliselt l\u00f5ppeb.<\/p>\n<p>Kuid siiski, minu arvates on oluline m\u00e4rkida paar m\u00f5istet, millega v\u00f5ib kokku puutuda DATA VAULTi metodoloogia artiklites:<\/p>\n<ul>\n<li>Raw Data Marts \u2013 'toores' andmete vitriinid;<\/li>\n<li>Information Marts \u2013 informatsiooni vitriinid.<\/li>\n<\/ul>\n<p>\nM\u00f5isted \"Raw Data Marts\" t\u00e4hendavad vitriine, mis on loodud DATA VAULT andmete p\u00f5hjal, tehes piisavalt lihtsaid JOIN'e. \"Raw Data Marts\" l\u00e4henemine v\u00f5imaldab projekti paindlikult ja kiiresti laiendada anal\u00fc\u00fcsi jaoks sobiva teabega. Selline l\u00e4henemine ei eelda keeruliste andmete transformatsioonide v\u00f5i \u00e4rireeglite t\u00e4itmist enne vitriini paigutamist, kuid \"Raw Data Marts\" andmed peavad olema ettev\u00f5tte kasutajale arusaadavad ja olema aluseks edasistele muutustele, n\u00e4iteks BI t\u00f6\u00f6riistade kasutamisel.<\/p>\n<p>M\u00f5isted \"Information Marts\" ilmusid Data Vault 2.0 metodoloogias, asendades vana m\u00f5iste \"Data Marts.\" See muutus on tingitud arusaamisest, et andmemudeli rakendamise \u00fclesanne aruannete koostamiseks on andmete muutmine informatsiooniks. \"Information Marts\" skeem peaks eelk\u00f5ige tagama ettev\u00f5tte jaoks sobivat teavet otsuste tegemiseks.<\/p>\n<p>Pikad m\u00e4\u00e4ratlused peegeldavad kahte lihtsat fakti:<\/p>\n<ol>\n<li>\"Raw Data Marts\" t\u00fc\u00fcpi vitriinid on \u00fcles ehitatud toorandmetele (RAW) DATA VAULT'il, mis sisaldab ainult p\u00f5hikontseptsioone: HUBS, LINKS, SATELLITES;<\/li>\n<li>Information Marts'i vitriine ehitatakse BUSINESS VAULT elementide abil: PIT, BRIDGE.<\/li>\n<\/ol>\n<p>\nR\u00e4\u00e4kides n\u00e4idetest t\u00f6\u00f6taja teabe salvestamiseks, v\u00f5ib \u00f6elda, et vitriin, mis kuvab t\u00f6\u00f6taja praeguse (t\u00e4na kehtiva) telefoninumbri, on t\u00fc\u00fcpi \"Raw Data Marts\" vitriin. Sellise vitriini moodustamiseks kasutatakse t\u00f6\u00f6taja \u00e4riv\u00f5tit ja funktsiooni MAX(), mis on rakendatud laadimise kuup\u00e4eva atribuudi suhtes sataliidil (MAX(SatLoadDate)). Kui on vajalik atribuutide muutuse ajaloo salvestamine vitriinis, on oluline m\u00f5ista, millal telefon oli kehtiv, esimeseks v\u00f5tmeks sellises tabelis on \u00e4riv\u00f5tme ja laadimise kuup\u00e4eva kombinatsioon, lisaks lisatakse kehtivuse l\u00f5ppkuup\u00e4ev.<\/p>\n<p>Vitriini loomine, mis salvestab iga sataliidiga seotud atribuudi, n\u00e4iteks telefoninumbri, aadressi, nime, ajakohast teavet, h\u00f5lmab PIT tabeli kasutamist, mille kaudu on lihtne saada k\u00f5iki kehtivuse kuup\u00e4evi. Sellised vitriinid kuuluvad \"Information Marts\" kategooriasse.<\/p>\n<p>Kumbki l\u00e4henemine on asjakohane nii m\u00f5\u00f5dikute kui ka faktide jaoks. <\/p>\n<p>Mitme linkide ja s\u00f5lmede teabe hoidmiseks v\u00f5ib kasutada BRIDGE tabelite p\u00e4ringut.<\/p>\n<p>Sellega l\u00f5petan DATA VAULT kontseptsiooni seeria, loodan, et jagatud teave on teie projektide elluviimisel kasulik.<\/p>\n<p>Nagu alati, l\u00f5petuseks, m\u00f5ned kasulikud lingid:<\/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\/\">Artikkel<\/a><\/noindex> Kenta Graciano artikkel, kus on lisaks p\u00f5hjalikule kirjeldusele ka mudeli skeemid;<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li>Raamat: \u201cBuilding a Scalable Data Warehouse with DATA VAULT 2.0\u201d;<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/502968\/\">Artikkel \u201cData Vaulti alused\u201d<\/a><\/noindex>;<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/504214\/\">Artikkel \u201cDATA VAULTi areng ja \u00fcleminek BUSINESS DATA VAULTile\u201d<\/a><\/noindex>.<\/li>\n<\/ul>\n<p>Allikas: <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 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\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 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