{"id":84189,"date":"2020-06-05T19:42:34","date_gmt":"2020-06-05T17:42:34","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/razvitie-data-vault-i-perehod-k-business-data-vault"},"modified":"2020-06-05T19:42:34","modified_gmt":"2020-06-05T17:42:34","slug":"razvitie-data-vault-i-perehod-k-business-data-vault","status":"publish","type":"post","link":"https:\/\/prohoster.info\/hu\/blog\/administrirovanie\/razvitie-data-vault-i-perehod-k-business-data-vault","title":{"rendered":"A DATA VAULT fejl\u0151d\u00e9se \u00e9s a BUSINESS DATA VAULT-ra val\u00f3 \u00e1tt\u00e9r\u00e9s","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>A kor\u00e1bbi cikkemben az DATA VAULT alapjair\u00f3l besz\u00e9ltem, bemutattam a DATA VAULT f\u0151 elemeit \u00e9s azok c\u00e9lj\u00e1t. Azonban a DATA VAULT t\u00e9m\u00e1ja nem mer\u00fclt ki, sz\u00fcks\u00e9ges besz\u00e9lni a DATA VAULT evol\u00faci\u00f3j\u00e1nak k\u00f6vetkez\u0151 l\u00e9p\u00e9seir\u0151l.<\/p>\n<p>Ebben a cikkben az DATA VAULT fejl\u0151d\u00e9s\u00e9re \u00e9s a BUSINESS DATA VAULT-ra, vagy egyszer\u0171en a BUSINESS VAULT-ra fogok \u00f6sszpontos\u00edtani.<\/p>\n<h3>A BUSINESS DATA VAULT megjelen\u00e9s\u00e9nek okai<\/h3>\n<p>\nMeg kell jegyezni, hogy a DATA VAULT bizonyos er\u0151ss\u00e9gekkel rendelkezik, de h\u00e1tr\u00e1nyokt\u00f3l sem mentes. Az egyik ilyen h\u00e1tr\u00e1ny a bonyolults\u00e1g az analitikai lek\u00e9rdez\u00e9sek \u00edr\u00e1s\u00e1ban. A lek\u00e9rdez\u00e9sek jelent\u0151s sz\u00e1m\u00fa JOIN-t tartalmaznak, a k\u00f3d hossz\u00fa \u00e9s neh\u00e9zkes lesz. Emellett a DATA VAULT-ba beker\u00fcl\u0151 adatok semmif\u00e9le \u00e1talak\u00edt\u00e1snak nincsenek al\u00e1vetve, teh\u00e1t \u00fczleti szempontb\u00f3l a DATA VAULT \u00f6nmag\u00e1ban nem rendelkezik felt\u00e9tlen \u00e9rt\u00e9kkel.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\n\u00c9ppen ezen h\u00e1tr\u00e1nyok kik\u00fcsz\u00f6b\u00f6l\u00e9s\u00e9re a DATA VAULT m\u00f3dszertan egyes elemekkel b\u0151v\u00fclt, mint p\u00e9ld\u00e1ul:<\/p>\n<ul>\n<li>PIT (point in time) t\u00e1bl\u00e1k;<\/li>\n<li>BRIDGE t\u00e1bl\u00e1k;<\/li>\n<li>PREDEFINED DERIVATIONS.<\/li>\n<\/ul>\n<p>\nN\u00e9zz\u00fck meg r\u00e9szletesebben e elemek c\u00e9lj\u00e1t.<\/p>\n<h3>PIT t\u00e1bl\u00e1k<\/h3>\n<p>\n\u00c1ltal\u00e1ban egy \u00fczleti objektum (HUB) k\u00fcl\u00f6nb\u00f6z\u0151 friss\u00edt\u00e9si gyakoris\u00e1g\u00fa adatokkal rendelkezhet, p\u00e9ld\u00e1ul, ha az emberi jellemz\u0151kr\u0151l besz\u00e9l\u00fcnk, akkor elmondhatjuk, hogy a telefonsz\u00e1m, c\u00edm vagy e-mail inform\u00e1ci\u00f3k friss\u00edt\u00e9si gyakoris\u00e1ga magasabb, mint mondjuk a n\u00e9v, a szem\u00e9lyi igazolv\u00e1ny adatai, a csal\u00e1di \u00e1llapot vagy a nem.<\/p>\n<p>Ez\u00e9rt a szatelit\u00e1k meghat\u00e1roz\u00e1sakor figyelembe kell venni a friss\u00edt\u00e9si gyakoris\u00e1gukat. Mi\u00e9rt fontos ez? <\/p>\n<p>Ha egy t\u00e1bl\u00e1zatban elt\u00e9r\u0151 friss\u00edt\u00e9si gyakoris\u00e1g\u00fa attrib\u00fatumokat t\u00e1rolunk, akkor minden egyes, leggyakrabban v\u00e1ltoz\u00f3 attrib\u00fatum friss\u00edt\u00e9sekor sort kell hozz\u00e1adni a t\u00e1bl\u00e1zathoz. Ennek k\u00f6vetkezm\u00e9nye \u2013 a lemezter\u00fclet n\u00f6veked\u00e9se, a lek\u00e9rdez\u00e9sek v\u00e9grehajt\u00e1si idej\u00e9nek n\u00f6veked\u00e9se.<\/p>\n<p>Most, hogy a szatelit\u00e1kat a friss\u00edt\u00e9si gyakoris\u00e1g szerint elk\u00fcl\u00f6n\u00edtett\u00fck, \u00e9s tudjuk, hogy az adatokat f\u00fcggetlen\u00fcl t\u00f6lthetj\u00fck be, biztos\u00edtani kell a naprak\u00e9sz adatok el\u00e9rhet\u0151s\u00e9g\u00e9t. Jobb, ha nem haszn\u00e1lunk felesleges JOIN-ok.<\/p>\n<p>Magyar\u00e1zom, p\u00e9ld\u00e1ul aktu\u00e1lis (az utols\u00f3 friss\u00edt\u00e9s d\u00e1tuma szerint) inform\u00e1ci\u00f3t kell kapni a k\u00fcl\u00f6nb\u00f6z\u0151 friss\u00edt\u00e9si gyakoris\u00e1ggal rendelkez\u0151 satellitekt\u0151l. Ehhez nemcsak JOIN-t kell v\u00e9gezni, hanem t\u00f6bb bels\u0151 lek\u00e9rdez\u00e9st is l\u00e9tre kell hozni (minden satellite-re, amely inform\u00e1ci\u00f3t tartalmaz) a maxim\u00e1lis friss\u00edt\u00e9si d\u00e1tum kiv\u00e1laszt\u00e1s\u00e1val MAX(Friss\u00edt\u00e9si d\u00e1tum). Minden \u00faj JOIN-nal a k\u00f3d n\u00f6vekszik, \u00e9s nagyon gyorsan nehezen \u00e9rthet\u0151v\u00e9 v\u00e1lik.<\/p>\n<p>A PIT t\u00e1bl\u00e1k c\u00e9lja az ilyen lek\u00e9rdez\u00e9sek egyszer\u0171s\u00edt\u00e9se, a PIT t\u00e1bl\u00e1k egyidej\u0171leg t\u00f6lt\u0151dnek fel az \u00faj adatok r\u00f6gz\u00edt\u00e9sekor a DATA VAULT-ban. PIT t\u00e1bla:<\/p>\n<p><img decoding=\"async\" alt=\"A DATA VAULT fejl\u0151d\u00e9se \u00e9s a BUSINESS DATA VAULT-ra val\u00f3 \u00e1tt\u00e9r\u00e9s\" src=\"\/wp-content\/uploads\/2020\/06\/f3e0c2068e075cd5fba5321c47d755fa.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n\u00cdgy van inform\u00e1ci\u00f3nk az adatok aktu\u00e1lis \u00e1llapot\u00e1r\u00f3l az \u00f6sszes satellite eset\u00e9ben b\u00e1rmely adott id\u0151pontban. A PIT t\u00e1bl\u00e1hoz val\u00f3 JOIN-ok haszn\u00e1lat\u00e1val teljesen ki tudjuk z\u00e1rni a bels\u0151 lek\u00e9rdez\u00e9seket, term\u00e9szetesen azzal a felt\u00e9tellel, hogy a PIT minden nap ki van t\u00f6ltve \u00e9s nincsenek kihagy\u00e1sok. M\u00e9g ha kihagy\u00e1sok is vannak a PIT-ben, az aktu\u00e1lis adatokhoz csak egy bels\u0151 lek\u00e9rdez\u00e9s haszn\u00e1lat\u00e1val lehet hozz\u00e1f\u00e9rni a PIT-hez. Egy bels\u0151 lek\u00e9rdez\u00e9s gyorsabban fut le, mint a minden satellite-hez tartoz\u00f3 bels\u0151 lek\u00e9rdez\u00e9sek.<\/p>\n<h3>BRIDGE<\/h3>\n<p>\nA BRIDGE t\u00edpus\u00fa t\u00e1bl\u00e1k szint\u00e9n az analitikai lek\u00e9rdez\u00e9sek egyszer\u0171s\u00edt\u00e9s\u00e9re haszn\u00e1latosak. Azonban a PIT-t\u0151l elt\u00e9r\u0151en a k\u00fcl\u00f6nb\u00f6z\u0151 hubok, linkek \u00e9s satellite-ek k\u00f6z\u00f6tti lek\u00e9rdez\u00e9sek egyszer\u0171s\u00edt\u00e9s\u00e9nek \u00e9s felgyors\u00edt\u00e1s\u00e1nak eszk\u00f6zek\u00e9nt szolg\u00e1lnak.<\/p>\n<p>A t\u00e1bl\u00e1zat tartalmazza az \u00f6sszes sz\u00fcks\u00e9ges kulcsot az \u00f6sszes satellite-hez, amelyeket gyakran haszn\u00e1lnak a lek\u00e9rdez\u00e9sekben. Tov\u00e1bb\u00e1, ha sz\u00fcks\u00e9ges, a titkos\u00edtott \u00fczleti kulcsok kieg\u00e9sz\u00edthet\u0151k sz\u00f6veges kulcsokkal, ha a kulcsok elnevez\u00e9s\u00e9re sz\u00fcks\u00e9g van az anal\u00edzishez.<\/p>\n<p>A helyzet az, hogy a BRIDGE haszn\u00e1lata n\u00e9lk\u00fcl, az elt\u00e9r\u0151 hubokhoz tartoz\u00f3 satellite-ekb\u0151l sz\u00e1rmaz\u00f3 adatok lek\u00e9r\u00e9se sor\u00e1n nemcsak a satellite-eket, hanem a hubokat \u00f6sszek\u00f6t\u0151 linkeket is JOIN-olni kell.<\/p>\n<p>A BRIDGE megl\u00e9te vagy hi\u00e1nya a t\u00e1rol\u00f3 konfigur\u00e1ci\u00f3j\u00e1t\u00f3l, valamint a lek\u00e9rdez\u00e9sek v\u00e9grehajt\u00e1si sebess\u00e9g\u00e9nek optimaliz\u00e1l\u00e1s\u00e1nak sz\u00fcks\u00e9gess\u00e9g\u00e9t\u0151l f\u00fcgg. Neh\u00e9z univerz\u00e1lis BRIDGE p\u00e9ld\u00e1t tal\u00e1lni.<\/p>\n<h3>PREDEFINED DERIVATIONS<\/h3>\n<p>\nEgy m\u00e1sik t\u00edpus\u00fa objektum, amely k\u00f6zelebb hoz minket az \u00dcZLETI DATA VAULT-hoz, a kor\u00e1bban kisz\u00e1m\u00edtott mutat\u00f3kat tartalmaz\u00f3 t\u00e1bl\u00e1k. Ezek a t\u00e1bl\u00e1k val\u00f3ban fontosak az \u00fczlet sz\u00e1m\u00e1ra, tartalmazz\u00e1k az adott szab\u00e1lyok szerint aggreg\u00e1lt inform\u00e1ci\u00f3t, \u00e9s viszonylag egyszer\u0171 hozz\u00e1f\u00e9r\u00e9st biztos\u00edtanak ehhez.<\/p>\n<p>Az el\u0151re defini\u00e1lt elt\u00e9r\u00e9sek (PREDEFINED DERIVATIONS) m\u00e1sik szatelitje egy adott hubnak. Mint a hagyom\u00e1nyos szatelit, tartalmaz egy \u00fczleti kulcsot \u00e9s a szatelit bejegyz\u00e9s\u00e9nek l\u00e9trehoz\u00e1si d\u00e1tum\u00e1t. Itt azonban v\u00e9get \u00e9r a hasonl\u00f3s\u00e1g. Az ilyen 'szpecializ\u00e1lt' szatelit attrib\u00fatumainak tov\u00e1bbi \u00f6sszet\u00e9tele az \u00fczleti felhaszn\u00e1l\u00f3k \u00e1ltal a legkeresettebb, el\u0151re kisz\u00e1m\u00edtott mutat\u00f3k alapj\u00e1n hat\u00e1rozhat\u00f3 meg.<\/p>\n<p>P\u00e9ld\u00e1ul, egy olyan hub, amely inform\u00e1ci\u00f3kat tartalmaz egy alkalmazottr\u00f3l, mag\u00e1ba foglalhat egy szatelitet a k\u00f6vetkez\u0151 mutat\u00f3kkal:<\/p>\n<ul>\n<li>Minim\u00e1lis b\u00e9r;<\/li>\n<li>Maxim\u00e1lis b\u00e9r;<\/li>\n<li>\u00c1tlagb\u00e9r;<\/li>\n<li>Felhalmozott \u00f6sszeg a kifizetett b\u00e9rb\u0151l stb.<\/li>\n<\/ul>\n<p>\nLogikus lenne az el\u0151re defini\u00e1lt elt\u00e9r\u00e9sek (PREDEFINED DERIVATIONS) beilleszt\u00e9se ennek a hubnak a PIT t\u00e1bl\u00e1j\u00e1ba, \u00edgy k\u00f6nnyen kaphatunk adatmint\u00e1kat az alkalmazottr\u00f3l egy adott d\u00e1tumra.<\/p>\n<h3>K\u00d6VETKEZTET\u00c9SEK<\/h3>\n<p>\nA gyakorlat azt mutatja, hogy az \u00fczleti felhaszn\u00e1l\u00f3knak a DATA VAULT haszn\u00e1lata t\u00f6bb okb\u00f3l is neh\u00e9zkes:<\/p>\n<ul>\n<li>A lek\u00e9rdez\u00e9sek k\u00f3dja bonyolult \u00e9s terjedelmes;<\/li>\n<li>A JOIN-ok sz\u00e1ma befoly\u00e1solja a lek\u00e9rdez\u00e9sek sebess\u00e9g\u00e9t;<\/li>\n<li>Az analitikai lek\u00e9rdez\u00e9sek \u00edr\u00e1s\u00e1hoz kiemelked\u0151 ismeretek sz\u00fcks\u00e9gesek a t\u00e1rol\u00f3 strukt\u00far\u00e1j\u00e1r\u00f3l.<\/li>\n<\/ul>\n<p>\nAz adatokhoz val\u00f3 hozz\u00e1f\u00e9r\u00e9s egyszer\u0171s\u00edt\u00e9se \u00e9rdek\u00e9ben a DATA VAULT tov\u00e1bbi objektumokkal b\u0151v\u00fcl:<\/p>\n<ul>\n<li>PIT (point in time) t\u00e1bl\u00e1k;<\/li>\n<li>BRIDGE t\u00e1bl\u00e1k;<\/li>\n<li>PREDEFINED DERIVATIONS.<\/li>\n<\/ul>\n<p>\nA k\u00f6vetkez\u0151 <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/505292\/\">a Spotify d\u00f6nt\u00e9shozatali m\u00f3dszertan\u00e1r\u00f3l. Egyre t\u00f6bb felhaszn\u00e1l\u00f3 prefer\u00e1lja a zenehallgat\u00e1st mobilon a streaming szolg\u00e1ltat\u00e1sban, de a c\u00e9gn\u00e9l t\u00falnyom\u00f3r\u00e9szt webprogramoz\u00f3k dolgoznak. A Spotify elemezte ezt a helyzetet, \u00e9s \u00fagy d\u00f6nt\u00f6tt, hogy t\u00f6bb mobilfejleszt\u0151t vesz fel, valamint \u00e1tnevezi a webes szakembereket \u00faj ir\u00e1nyba:<\/a><\/noindex> Azt tervezem, hogy bemutatom a leg\u00e9rdekesebb m\u00f3dszereket azoknak, akik BI-vel dolgoznak. Kifejtem, hogyan lehet t\u00e9ny- \u00e9s dimenzi\u00f3s t\u00e1bl\u00e1kat l\u00e9trehozni a DATA VAULT alapj\u00e1n.<\/p>\n<p>A cikk anyagai alapj\u00e1n:<\/p>\n<ul>\n<li>Ezen <noindex><a rel=\"nofollow\" href=\"https:\/\/www.vertabelo.com\/blog\/data-vault-series-the-business-data-vault\/\">publik\u00e1ci\u00f3<\/a><\/noindex> Kenta Graziano, amely r\u00e9szletes le\u00edr\u00e1son k\u00edv\u00fcl modellek \u00e1br\u00e1it is tartalmazza;<\/li>\n<li>K\u00f6nyv: \u201eBuilding a Scalable Data Warehouse with DATA VAULT 2.0\u201d;<\/li>\n<li>Cikk <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/502968\/\">A Data Vault alapelvei<\/a><\/noindex>.<\/li>\n<\/ul>\n<p>Forr\u00e1s: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/504214\/\">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\u0435\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u043b \u043e\u0431 \u043e\u0441\u043d\u043e\u0432\u0430\u0445 DATA VAULT, \u043e\u043f\u0438\u0441\u0430\u043b \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b DATA VAULT \u0438 \u0438\u0445 \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435. \u041d\u0430 \u044d\u0442\u043e\u043c \u043d\u0435\u043b\u044c\u0437\u044f \u0441\u0447\u0438\u0442\u0430\u0442\u044c \u0442\u0435\u043c\u0443 DATA VAULT \u0438\u0441\u0447\u0435\u0440\u043f\u0430\u043d\u043d\u043e\u0439, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u0441\u0442\u0443\u043f\u0435\u043d\u044f\u0445 \u044d\u0432\u043e\u043b\u044e\u0446\u0438\u0438 DATA VAULT. \u0418 \u0432 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u0441\u043a\u043e\u043d\u0446\u0435\u043d\u0442\u0440\u0438\u0440\u0443\u044e\u0441\u044c \u043d\u0430 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u0438 DATA VAULT \u0438 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0443 \u043a BUSINESS DATA VAULT \u0438\u043b\u0438 \u043f\u0440\u043e\u0441\u0442\u043e BUSINESS VAULT. \u041f\u0440\u0438\u0447\u0438\u043d\u044b \u043f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u044f [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":84190,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-84189","post","type-post","status-publish","format-standard","has-post-thumbnail","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 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u043b \u043e\u0431 \u043e\u0441\u043d\u043e\u0432\u0430\u0445 DATA VAULT, \u043e\u043f\u0438\u0441\u0430\u043b \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b DATA VAULT \u0438 \u0438\u0445 \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/hu\/blog\/administrirovanie\/razvitie-data-vault-i-perehod-k-business-data-vault\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.3\" \/>\n\t\t<meta property=\"og:locale\" content=\"hu_HU\" \/>\n\t\t<meta property=\"og:site_name\" content=\"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\ud83e\udd47\u0420\u0430\u0437\u0432\u0438\u0442\u0438\u0435 DATA VAULT \u0438 \u043f\u0435\u0440\u0435\u0445\u043e\u0434 \u043a BUSINESS DATA VAULT | ProHoster\" \/>\n\t\t<meta property=\"og:description\" content=\"\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u043b \u043e\u0431 \u043e\u0441\u043d\u043e\u0432\u0430\u0445 DATA VAULT, \u043e\u043f\u0438\u0441\u0430\u043b \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b DATA VAULT \u0438 \u0438\u0445 \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/hu\/blog\/administrirovanie\/razvitie-data-vault-i-perehod-k-business-data-vault\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"350\" \/>\n\t\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2020-06-05T17:42:34+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2020-06-05T17:42:34+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\ud83e\udd47A DATA VAULT fejl\u0151d\u00e9se \u00e9s \u00e1tmenet a BUSINESS DATA VAULT-ra | ProHoster","description":"Az el\u0151z\u0151 cikkben az DATA VAULT alapjair\u00f3l besz\u00e9ltem, le\u00edrtam a DATA VAULT f\u0151bb elemeit \u00e9s funkci\u00f3jukat.","canonical_url":"https:\/\/prohoster.info\/hu\/blog\/administrirovanie\/razvitie-data-vault-i-perehod-k-business-data-vault","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"hu_HU","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u0420\u0430\u0437\u0432\u0438\u0442\u0438\u0435 DATA VAULT \u0438 \u043f\u0435\u0440\u0435\u0445\u043e\u0434 \u043a BUSINESS DATA VAULT | ProHoster","og:description":"\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u043b \u043e\u0431 \u043e\u0441\u043d\u043e\u0432\u0430\u0445 DATA VAULT, \u043e\u043f\u0438\u0441\u0430\u043b \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b DATA VAULT \u0438 \u0438\u0445 \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435.","og:url":"https:\/\/prohoster.info\/hu\/blog\/administrirovanie\/razvitie-data-vault-i-perehod-k-business-data-vault","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2020-06-05T17:42:34+00:00","article:modified_time":"2020-06-05T17:42:34+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"84189","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":null,"breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-02-28 15:02:37","updated":"2022-09-28 10:00:37","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/posts\/84189","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/comments?post=84189"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/posts\/84189\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/media\/84190"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/media?parent=84189"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/categories?post=84189"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/tags?post=84189"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}