{"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\/sq\/blog\/administrirovanie\/razvitie-data-vault-i-perehod-k-business-data-vault","title":{"rendered":"Zhvillimi i DATA VAULT dhe kalimi n\u00eb BUSINESS DATA VAULT","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>N\u00eb artikullin e kaluar, un\u00eb p\u00ebrshkrova bazat e DATA VAULT, p\u00ebrmenda elementet kryesore t\u00eb DATA VAULT dhe q\u00ebllimin e tyre. Megjithat\u00eb, ky tem\u00eb nuk duhet t\u00eb mbyllet k\u00ebtu; \u00ebsht\u00eb e nevojshme t\u00eb flasim p\u00ebr shkall\u00ebt e ardhshme t\u00eb evolucioneve t\u00eb DATA VAULT.<\/p>\n<p>N\u00eb k\u00ebt\u00eb artikull do t\u00eb p\u00ebrqendrohem n\u00eb zhvillimin e DATA VAULT dhe kalimin n\u00eb BUSINESS DATA VAULT, ose thjesht BUSINESS VAULT.<\/p>\n<h3>Arsyet q\u00eb \u00e7ojn\u00eb n\u00eb shfaqjen e BUSINESS DATA VAULT.<\/h3>\n<p>\nDuhet t\u00eb theksohet se, edhe pse DATA VAULT ka disa p\u00ebrpar\u00ebsi, ai nuk \u00ebsht\u00eb pa disavantazhet e tij. Nj\u00eb nga k\u00ebto disavantazhe \u00ebsht\u00eb v\u00ebshtir\u00ebsia n\u00eb shk writing me k\u00ebrkesat analitike. K\u00ebto k\u00ebrkesa kan\u00eb nj\u00eb num\u00ebr t\u00eb konsideruesh\u00ebm JOIN\u2019esh, \u00e7ka e b\u00ebn kodin t\u00eb gjat\u00eb dhe t\u00eb ngarkuar. P\u00ebr m\u00eb tep\u00ebr, t\u00eb dh\u00ebnat q\u00eb hyn\u00eb n\u00eb DATA VAULT nuk kalojn\u00eb asnj\u00eb transformim, prandaj nga pik\u00ebpamja e biznesit, DATA VAULT n\u00eb form\u00ebn e tij t\u00eb past\u00ebr nuk ka vler\u00eb absolute.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\nPik\u00ebrisht p\u00ebr t\u00eb eliminuar k\u00ebto disavantazhe, metodologjia e DATA VAULT \u00ebsht\u00eb zgjeruar me elemente t\u00eb tilla si:<\/p>\n<ul>\n<li>T\u00eb dh\u00ebnat PIT (point in time);<\/li>\n<li>T\u00eb dh\u00ebnat BRIDGE;<\/li>\n<li>DERIVATIONS t\u00eb PARAPREGATITURA.<\/li>\n<\/ul>\n<p>\nLe t\u00eb shqyrtojm\u00eb m\u00eb n\u00eb detaje q\u00ebllimin e k\u00ebtyre elementeve.<\/p>\n<h3>T\u00eb dh\u00ebnat PIT<\/h3>\n<p>\nN\u00eb p\u00ebrgjith\u00ebsi, nj\u00eb objekt biznesi (HUB) mund t\u00eb p\u00ebrmbaj\u00eb t\u00eb dh\u00ebna me frekuenca t\u00eb ndryshme p\u00ebr p\u00ebrdit\u00ebsim; p\u00ebr shembull, n\u00ebse flasim p\u00ebr t\u00eb dh\u00ebnat q\u00eb karakterizojn\u00eb nj\u00eb person, ne mund t\u00eb themi se informacioni mbi numrin e telefonit, adres\u00ebn ose emailin ka nj\u00eb frekuenc\u00eb m\u00eb t\u00eb lart\u00eb p\u00ebr p\u00ebrdit\u00ebsim sesa, p\u00ebr shembull, emri dhe mbiemri, t\u00eb dh\u00ebnat e pasaport\u00ebs, statusi martesor ose gjinia.<\/p>\n<p>Prandaj, kur p\u00ebrcaktojm\u00eb satelit\u00ebt, duhet t\u00eb kemi parasysh frekuenc\u00ebn e tyre t\u00eb p\u00ebrdit\u00ebsimit. Pse \u00ebsht\u00eb kjo e r\u00ebnd\u00ebsishme? <\/p>\n<p>N\u00ebse ruajm\u00eb atributet me frekuenca t\u00eb ndryshme p\u00ebr p\u00ebrdit\u00ebsim n\u00eb nj\u00eb tabel\u00eb, do t\u00eb duhet t\u00eb shtojm\u00eb nj\u00eb rresht n\u00eb tabel\u00eb me \u00e7do p\u00ebrdit\u00ebsim t\u00eb atributit q\u00eb ndryshon m\u00eb shpesh. Si pasoj\u00eb \u2013 rritje e volumit t\u00eb hap\u00ebsir\u00ebs n\u00eb diskut, rritje e koh\u00ebs s\u00eb ekzekutimit t\u00eb k\u00ebrkesave.<\/p>\n<p>Tani q\u00eb kemi ndar\u00eb satelit\u00ebt sipas frekuenc\u00ebs s\u00eb p\u00ebrdit\u00ebsimit, dhe mund t\u00eb ngarkojm\u00eb t\u00eb dh\u00ebnat n\u00eb to n\u00eb m\u00ebnyr\u00eb t\u00eb pavarur, duhet t\u00eb sigurojm\u00eb mund\u00ebsin\u00eb p\u00ebr t\u00eb marr\u00eb t\u00eb dh\u00ebna t\u00eb sakta. M\u00eb mir\u00eb, pa p\u00ebrdorur JOIN t\u00eb tep\u00ebrta.<\/p>\n<p>Le t\u00eb shpjegojm\u00eb: p\u00ebr t\u00eb marr\u00eb informacionin e sakt\u00eb (sipas dat\u00ebs s\u00eb p\u00ebrdit\u00ebsimit t\u00eb fundit) nga satelit\u00ebt me frekuenca t\u00eb ndryshme p\u00ebr p\u00ebrdit\u00ebsim. P\u00ebr k\u00ebt\u00eb, do t\u00eb nevojitet jo vet\u00ebm t\u00eb b\u00ebjm\u00eb JOIN, por edhe t\u00eb krijojm\u00eb disa k\u00ebrkesa t\u00eb ngulitura (p\u00ebr \u00e7do satelit q\u00eb p\u00ebrmban informacion) me zgjedhjen e dat\u00ebs maksimale t\u00eb p\u00ebrdit\u00ebsimit MAX(Data e p\u00ebrdit\u00ebsimit). Me \u00e7do JOIN t\u00eb ri, ky kod zgjeron dhe b\u00ebhet shpejt i v\u00ebshtir\u00eb p\u00ebr t'u kuptuar.<\/p>\n<p>Tabela PIT \u00ebsht\u00eb e destinuar p\u00ebr t\u00eb thjeshtuar k\u00ebto k\u00ebrkesa; tabelat PIT mbushen nj\u00ebkoh\u00ebsisht me regjistrimin e t\u00eb dh\u00ebnave t\u00eb reja n\u00eb DATA VAULT. Tabela PIT:<\/p>\n<p><img decoding=\"async\" alt=\"Zhvillimi i DATA VAULT dhe kalimi n\u00eb BUSINESS DATA VAULT\" src=\"\/wp-content\/uploads\/2020\/06\/f3e0c2068e075cd5fba5321c47d755fa.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nK\u00ebshtu, ne kemi informacion mbi aktualitetin e t\u00eb dh\u00ebnave p\u00ebr t\u00eb gjith\u00eb satelit\u00ebt p\u00ebr \u00e7do moment n\u00eb koh\u00eb. Duke p\u00ebrdorur JOIN n\u00eb tabel\u00ebn PIT, ne mund ta p\u00ebrjashtojm\u00eb plot\u00ebsisht nevoj\u00ebn p\u00ebr k\u00ebrkesa t\u00eb ngulitura, natyrisht me kushtin q\u00eb PIT t\u00eb mbushet \u00e7do dit\u00eb dhe pa nd\u00ebrprerje. Edhe n\u00ebse ka nd\u00ebrprerje n\u00eb PIT, ne mund t\u00eb marrim t\u00eb dh\u00ebna t\u00eb sakta duke p\u00ebrdorur vet\u00ebm nj\u00eb k\u00ebrkes\u00eb t\u00eb ngulitur ndaj PIT vet\u00eb. Nj\u00eb k\u00ebrkes\u00eb e ngulitur do t\u00eb punoj\u00eb m\u00eb shpejt se k\u00ebrkesat e ngulitura p\u00ebr \u00e7do satelit.<\/p>\n<h3>BRIDGE<\/h3>\n<p>\nTabela t\u00eb tipit BRIDGE gjithashtu p\u00ebrdoren p\u00ebr t\u00eb thjeshtuar k\u00ebrkesat analitike. Megjithat\u00eb, dallimi nga PIT \u00ebsht\u00eb se ajo ndihmon n\u00eb thjeshtimin dhe p\u00ebrshpejtimin e k\u00ebrkesave midis HUBEVE t\u00eb ndryshme, lidhjeve dhe satelit\u00ebve t\u00eb tyre.<\/p>\n<p>Tabela p\u00ebrmban t\u00eb gjitha \u00e7el\u00ebsat e nevojsh\u00ebm p\u00ebr t\u00eb gjith\u00eb satelit\u00ebt, t\u00eb cil\u00ebt shpesh p\u00ebrdoren n\u00eb k\u00ebrkesa. P\u00ebr m\u00eb tep\u00ebr, n\u00ebse \u00ebsht\u00eb e nevojshme, \u00e7el\u00ebsat e biznesit t\u00eb hash\u00ebruara mund t\u00eb plot\u00ebsohen me \u00e7el\u00ebsa n\u00eb form\u00eb tekstuale, n\u00ebse emrat e \u00e7el\u00ebsave jan\u00eb t\u00eb nevojshme p\u00ebr analiz\u00eb.<\/p>\n<p>E v\u00ebrteta \u00ebsht\u00eb se, pa p\u00ebrdorimin e BRIDGE, gjat\u00eb procesit t\u00eb marrjes s\u00eb t\u00eb dh\u00ebnave q\u00eb ndodhen n\u00eb satelit\u00ebt q\u00eb i p\u00ebrkasin HUBEVE t\u00eb ndryshme, do t\u00eb nevojitet t\u00eb kryhet JOIN jo vet\u00ebm i satelit\u00ebve, por edhe i lidhjeve q\u00eb lidhin HUBE.<\/p>\n<p>Prania ose mungesa e BRIDGE p\u00ebrcaktohet nga konfigurimi i depozit\u00ebs, nevoja p\u00ebr optimizimin e shpejt\u00ebsis\u00eb s\u00eb ekzekutimit t\u00eb k\u00ebrkesave. \u00cbsht\u00eb e v\u00ebshtir\u00eb t\u00eb imagjinosh nj\u00eb shembull universale p\u00ebr BRIDGE.<\/p>\n<h3>DERIVATIONS T\u00cb PARAPREGATITURA<\/h3>\n<p>\nNj\u00eb tjet\u00ebr tip objektesh q\u00eb na afron me BUSINESS DATA VAULT jan\u00eb tabelat q\u00eb p\u00ebrmbajn\u00eb tregues t\u00eb llogaritur paraprakisht. T\u00eb tilla tabela jan\u00eb t\u00eb r\u00ebnd\u00ebsishme p\u00ebr biznesin; ato p\u00ebrmbajn\u00eb informacion t\u00eb agreguar sipas rregullave t\u00eb caktuara dhe lejojn\u00eb akses n\u00eb t\u00eb n\u00eb m\u00ebnyr\u00eb relativisht t\u00eb thjesht\u00eb.<\/p>\n<p>Arkitekturat PREDEFINED DERIVATIONS p\u00ebrb\u00ebjn\u00eb, asgj\u00eb tjet\u00ebr ve\u00e7se nj\u00eb satelit tjet\u00ebr i nj\u00eb qendre t\u00eb caktuar. Ai, sikurse satelit\u00ebt e zakonsh\u00ebm, p\u00ebrmban \u00e7el\u00ebsin e biznesit dhe dat\u00ebn e krijimit t\u00eb regjistrimit n\u00eb satelit. Megjithat\u00eb, k\u00ebtu mbaron ngjashm\u00ebria. Struktura e m\u00ebtejshme e atributeve t\u00eb k\u00ebtij \"sateliti t\u00eb specializuar\" p\u00ebrcaktohet nga p\u00ebrdoruesit e biznesit n\u00eb baz\u00eb t\u00eb treguesve m\u00eb t\u00eb k\u00ebrkuar dhe t\u00eb llogaritur paraprakisht.<\/p>\n<p>P\u00ebr shembull, qendra q\u00eb p\u00ebrmban informacion mbi punonj\u00ebsit mund t\u00eb p\u00ebrfshij\u00eb nj\u00eb satelit me tregues t\u00eb till\u00eb si:<\/p>\n<ul>\n<li>Pag\u00eb minimale;<\/li>\n<li>Pag\u00eb maksimale;<\/li>\n<li>Pag\u00eb mesatare;<\/li>\n<li>Shuma e akumuluar e pag\u00ebs s\u00eb ndar\u00eb, etj.<\/li>\n<\/ul>\n<p>\n\u00cbsht\u00eb logjike t\u00eb p\u00ebrfshijm\u00eb PREDEFINED DERIVATIONS n\u00eb tabel\u00ebn PIT t\u00eb k\u00ebsaj qendre, k\u00ebshtu q\u00eb mund t\u00eb marim leht\u00ebsisht skedar\u00ebt e t\u00eb dh\u00ebnave p\u00ebr punonj\u00ebsin n\u00eb nj\u00eb dat\u00eb t\u00eb caktuar.<\/p>\n<h3>KONKLUDIMET<\/h3>\n<p>\nSi\u00e7 tregon praktika, p\u00ebrdorimi i DATA VAULT nga p\u00ebrdoruesit e biznesit \u00ebsht\u00eb disi i v\u00ebshtir\u00eb p\u00ebr disa arsye:<\/p>\n<ul>\n<li>Kodi i pyetjeve \u00ebsht\u00eb kompleks dhe i ngarkuar;<\/li>\n<li>Numri i madh i JOIN-eve ndikon n\u00eb shpejt\u00ebsin\u00eb e pyetjeve;<\/li>\n<li>P\u00ebr t\u00eb shkruar pyetje analitike k\u00ebrkohet njohuri e shk\u00eblqyer e struktur\u00ebs s\u00eb depozit\u00ebs.<\/li>\n<\/ul>\n<p>\nP\u00ebr t\u00eb thjeshtuar aksesin n\u00eb t\u00eb dh\u00ebna, DATA VAULT zgjerohet me objekte shtes\u00eb:<\/p>\n<ul>\n<li>T\u00eb dh\u00ebnat PIT (point in time);<\/li>\n<li>T\u00eb dh\u00ebnat BRIDGE;<\/li>\n<li>DERIVATIONS t\u00eb PARAPREGATITURA.<\/li>\n<\/ul>\n<p>\nN\u00eb t\u00eb ardhmen <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/505292\/\">artikullin<\/a><\/noindex> Un\u00eb planifikoj t\u00eb flas p\u00ebr, sipas mendimit tim, m\u00eb interesante, p\u00ebr ata q\u00eb punojn\u00eb me BI. Do t\u00eb paraqes m\u00ebnyrat e krijimit t\u00eb tabelave \u2013 t\u00eb faktit dhe tabelave \u2013 t\u00eb matjeve mbi baz\u00ebn e DATA VAULT.<\/p>\n<p>Materialet e artikullit jan\u00eb t\u00eb bazuara n\u00eb:<\/p>\n<ul>\n<li>N\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/www.vertabelo.com\/blog\/data-vault-series-the-business-data-vault\/\">publikimin<\/a><\/noindex> Kenta Graziano, e cila p\u00ebrve\u00e7 p\u00ebrshkrimit t\u00eb detajuar p\u00ebrmban skema t\u00eb modelit;<\/li>\n<li>Libri: \"Building a Scalable Data Warehouse with DATA VAULT 2.0\";<\/li>\n<li>Artikulli <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/502968\/\">Bazat e Data Vault<\/a><\/noindex>.<\/li>\n<\/ul>\n<p>Burimi: <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 5.0.0.1 - aioseo.com -->\n\t<meta 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