{"id":1401,"date":"2020-06-22T15:08:53","date_gmt":"2020-06-22T15:08:53","guid":{"rendered":"http:\/\/www.youredge.eu.uvirt85.active24.cz\/?p=1401"},"modified":"2024-09-10T15:33:31","modified_gmt":"2024-09-10T15:33:31","slug":"building-data-warehouse-and-business-intelligence","status":"publish","type":"post","link":"https:\/\/www.youredge.eu\/cs\/building-data-warehouse-and-business-intelligence\/","title":{"rendered":"Budov\u00e1n\u00ed \u0159e\u0161en\u00ed Data Warehousing &amp; Business Intelligence"},"content":{"rendered":"<style>\n#go-back-button{\n    color: #00BA7E;\nfont-size:1.3rem;\nposition: absolute;\ntop: 105px;\n}\n\n#go-back-button p a {\n    color: #00BA7E;\n    text-decoration: none;\nfont-family:'Muli', sans-serif;\nfont-size: 1.4rem;\n}\n\n #go-back-button p a:hover {\n    text-decoration: underline;\n}\n\n#go-back-button p a:before {\ncolor: #00BA7E;\ncontent: \"\\2039\";\ndisplay: inline-block;\ntext-decoration: none;\nposition: relative;\nfont-size: 1.4rem;\npadding-right: 0.3em;\ntop: -1px;\n}\n\n #go-back-button p a:hover:before{\n    text-decoration: none;\n}\n\n<\/style>\n<div id=\"go-back-button\">\n<p><a href=\"https:\/\/www.youredge.eu\/cs\/data-and-analytics\/data-warehousing-and-business-intelligence\/\">Zp\u011bt na Data Warehousing &amp; Business Intelligence<\/a><\/p>\n<\/div>\n\n\n\n<h6 class=\"wp-block-heading\">Modelov\u00e1n\u00ed podnikov\u00fdch informac\u00ed<\/h6>\n\n\n\n<p>C\u00edlem modelov\u00e1n\u00ed obchodn\u00edch informa\u010dn\u00edch pot\u0159eb je p\u0159ev\u00e9st informa\u010dn\u00ed o\u010dek\u00e1v\u00e1n\u00ed business u\u017eivatel\u016f (po\u017eadovan\u00e9 dotazy, reporty a vstupy pro integrovan\u00e9 aplikace) do centr\u00e1ln\u00edho a ucelen\u00e9ho s\u00e9mantick\u00e9ho podnikov\u00e9ho informa\u010dn\u00edho modelu (Enterprise Information Model, EIM), kter\u00fd na jedn\u00e9 stran\u011b zachycuje obchodn\u00ed definice a obchodn\u00ed pravidla, mapovan\u00e1 na obchodn\u00ed po\u017eadavky, p\u0159\u00edpady u\u017eit\u00ed (use cases) a procesy, a na druh\u00e9 stran\u011b poskytuje s\u00e9mantick\u00fd \"skelet\", ke kter\u00fd jsou p\u0159ipojeny r\u016fzn\u00e9 fyzick\u00e9 artefakty implementace \u0159e\u0161en\u00ed (reprezentace obchodn\u00edch definic a pravidel, nap\u0159. tabulek a transformac\u00ed). Podnikov\u00fd informa\u010dn\u00ed model se pou\u017e\u00edv\u00e1 ve v\u0161ech f\u00e1z\u00edch budov\u00e1n\u00ed \u0159e\u0161en\u00ed Data Warehousing &amp; Business Intelligence: pro zachycen\u00ed obchodn\u00edch dom\u00e9n, entit, atribut\u016f a jejich definic b\u011bhem f\u00e1ze anal\u00fdzy, pro zachycen\u00ed mapov\u00e1n\u00ed dat a kontrol datov\u00e9 kvality b\u011bhem f\u00e1ze n\u00e1vrhu, pro poskytnut\u00ed vstup\u016f pro v\u00fdvoj\u00e1\u0159e a \u010d\u00e1ste\u010dnou automatizaci v\u00fdvoje ve f\u00e1zi v\u00fdvoje a pro poskytov\u00e1n\u00ed vstup\u016f pro zpracov\u00e1n\u00ed testovac\u00edch p\u0159\u00edpad\u016f a sc\u00e9n\u00e1\u0159\u016f b\u011bhem f\u00e1ze testov\u00e1n\u00ed.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"658\" src=\"https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-1024x658.png\" alt=\"\" class=\"wp-image-2752\" style=\"width:1024px;height:658px\" srcset=\"https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-1024x658.png 1024w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-300x193.png 300w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-768x494.png 768w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-1536x987.png 1536w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-2048x1316.png 2048w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-1200x771.png 1200w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-1980x1273.png 1980w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Doporu\u010dujeme agiln\u00ed p\u0159\u00edstup k vybudov\u00e1n\u00ed \u0159e\u0161en\u00ed Data Warehousing &amp; Business Intelligence a odrazujeme od tzv. \"vodop\u00e1du\" a snah dodat c\u00edlov\u00e9 \u0159e\u0161en\u00ed najednou. N\u00e1sleduj\u00edc\u00ed \u010dinnosti tedy nejsou prov\u00e1d\u011bny striktn\u011b v n\u00e1sleduj\u00edc\u00edm po\u0159ad\u00ed, ale sp\u00ed\u0161e paraleln\u011b na vybran\u00fdch \u010d\u00e1stech celkov\u00e9ho \u0159e\u0161en\u00ed:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Anal\u00fdza po\u017eadavk\u016f - anal\u00fdza po\u017eadovan\u00fdch report\u016f, vstup\u016f integrovan\u00fdch aplikac\u00ed a celkov\u00e9ho informa\u010dn\u00edho o\u010dek\u00e1v\u00e1n\u00ed u\u017eivatel\u016f.&nbsp;<\/li>\n\n\n\n<li>Vybudov\u00e1n\u00ed podnikov\u00e9ho informa\u010dn\u00edho modelu - vypracov\u00e1n\u00ed jeho entit a atribut\u016f, d\u016fraz na p\u0159esn\u00e9 a akceptovan\u00e9 obchodn\u00ed definice (obchodn\u00ed slovn\u00edk, Business Dictionary).<\/li>\n\n\n\n<li>Identifikace datov\u00fdch model\u016f fyzick\u00fdch zdroj\u016f - fyzick\u00e9 modely datov\u00fdch zdroj\u016f nebo ji\u017e existuj\u00edc\u00edch syst\u00e9m\u016f, tabulek a atribut\u016f.<\/li>\n\n\n\n<li>Profiling a anal\u00fdza zdrojov\u00fdch dat - z\u00e1kladn\u00ed obchodn\u00ed porozum\u011bn\u00ed zdroj\u016fm dat nebo ji\u017e existuj\u00edc\u00edm dat\u016fm (v\u010detn\u011b referen\u010dn\u00edch dat, kardinalit a objem\u016f).<\/li>\n\n\n\n<li>Hrub\u00e9 mapov\u00e1n\u00ed dat - mapov\u00e1n\u00ed zdroj\u016f nebo ji\u017e existuj\u00edc\u00edch syst\u00e9m\u016f, tabulek a atribut\u016f na entity a atributy podnikov\u00e9ho informa\u010dn\u00edho modelu (Enterprise Information Model); bez podrobn\u00fdch transforma\u010dn\u00edch vzorc\u016f, pouze identifikace pot\u0159ebn\u00fdch atribut\u016f jako nap\u0159. \u201eAtribut a je pot\u0159ebn\u00fd pro EIM.b\u201c.<\/li>\n\n\n\n<li>Vytvo\u0159en\u00ed logick\u00e9ho datov\u00e9ho modelu j\u00e1dra - transformace podnikov\u00e9ho informa\u010dn\u00edho modelu na logick\u00fd datov\u00fd model; n\u00e1vrh datov\u00fdch typ\u016f, prim\u00e1rn\u00edch\/ ciz\u00edch kl\u00ed\u010d\u016f a vazeb pro oblast j\u00e1dra.<\/li>\n\n\n\n<li>Vytvo\u0159en\u00ed logick\u00e9ho datov\u00e9ho modelu Data Mart\u016f - transformace informa\u010dn\u00edch po\u017eadavk\u016f, report\u016f a po\u017eadovan\u00fdch aplika\u010dn\u00edch vstup\u016f na logick\u00e9 datov\u00e9 modely v\u00fdstupn\u00ed\/ u\u017eivatelsk\u00e9 vrstvy \u0159e\u0161en\u00ed.<\/li>\n\n\n\n<li>Fyzick\u00e9 datov\u00e9 modelov\u00e1n\u00ed - p\u0159evod logick\u00fdch datov\u00fdch model\u016f j\u00e1dra a Data Mart\u016f do jejich fyzick\u00fdch reprezentac\u00ed (v\u010detn\u011b technick\u00fdch vrstev, nap\u0159. pro historizaci dat), p\u0159i zohledn\u011bn\u00ed objem\u016f dat, vlastnost\u00ed datab\u00e1zov\u00fdch syst\u00e9m\u016f a nefunk\u010dn\u00edch po\u017eadavk\u016f.<\/li>\n\n\n\n<li>Detailn\u00ed mapov\u00e1n\u00ed dat - mapov\u00e1n\u00ed zdroj\u016f dat, z\u00e1kladn\u00edch struktur a Data Mart\u016f na atributy podnikov\u00e9ho informa\u010dn\u00edho modelu na \u00farovni detailn\u00edho fyzick\u00e9ho datov\u00e9ho modelu; v\u010detn\u011b podrobn\u00fdch transformac\u00ed, nap\u0159. \u201cAtribut EIM.b = T.x join S.y\u2026 where\u201d.<\/li>\n\n\n\n<li>V\u00fdvoj datov\u00fdch struktur - implementace a nasazen\u00ed fyzick\u00fdch datov\u00fdch struktur, zalo\u017een\u00fdch na fyzick\u00fdch datov\u00fdch modelech.<\/li>\n\n\n\n<li>N\u00e1vrh a v\u00fdvoj ETL - n\u00e1vrh a v\u00fdvoj komponent ETL pro na\u010d\u00edt\u00e1n\u00ed dat do j\u00e1dra a Data Mart\u016f z j\u00e1dra na z\u00e1klad\u011b podrobn\u00fdch mapov\u00e1n\u00ed dat a fyzick\u00fdch datov\u00fdch struktur; kdykoli je to efektivn\u00ed, sna\u017e\u00edme se v\u00fdvoj automatizovat.<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h6 class=\"wp-block-heading\">Hybridn\u00ed p\u0159\u00edstup k budov\u00e1n\u00ed datov\u00e9ho skladu&nbsp;<\/h6>\n\n\n\n<p>Obecn\u011b existuj\u00ed dva extr\u00e9mn\u00ed zp\u016fsoby, jak vybudovat datov\u00fd sklad (DWH) - \u201ep\u0159\u00edstup shora dol\u016f\u201c spojen\u00fd s Billem Inmonem a \u201ep\u0159\u00edstup zdola nahoru\u201c spojen\u00fd s Ralphem Kimballem. Zjednodu\u0161en\u011b \u0159e\u010deno, p\u0159\u00edstup \u201eshora dol\u016f\u201c navrhuje vytvo\u0159it konzistentn\u00ed a standardizovan\u00e9 j\u00e1dro DWH, j\u00e1dro, kter\u00e9 bude pou\u017eito jako \u201ejedin\u00fd zdroj pravdy\u201c pro v\u0161echny datov\u00e9 s\u00edt\u011b a obchodn\u00ed pot\u0159eby. Jednodu\u0161e \u0159e\u010deno, \u201ep\u0159\u00edstup zdola nahoru\u201c navrhuje za\u010d\u00edt opa\u010dn\u00fdm sm\u011brem a zam\u011b\u0159it se nejprve na dimenzion\u00e1ln\u00ed Data Marty tak, aby bylo \u0159e\u0161en\u00ed co nejrychleji vyu\u017eiteln\u00e9 pro business u\u017eivatele, i za cenu (\u010d\u00e1ste\u010dn\u00e9ho a v\u011bdom\u00e9ho) ob\u011btov\u00e1n\u00ed konzistence a standardizace. Doporu\u010dujeme \u201ehybridn\u00ed p\u0159\u00edstup\u201c, kter\u00fd vyu\u017e\u00edv\u00e1 to nejlep\u0161\u00ed z obou extr\u00e9mn\u00edch p\u0159\u00edstup\u016f.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"477\" src=\"https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Rapid-Delivery-1024x477.png\" alt=\"\" class=\"wp-image-2753\" style=\"width:1024px;height:477px\" srcset=\"https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Rapid-Delivery-1024x477.png 1024w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Rapid-Delivery-300x140.png 300w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Rapid-Delivery-768x358.png 768w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Rapid-Delivery-1536x715.png 1536w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Rapid-Delivery-2048x954.png 2048w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Rapid-Delivery-1200x559.png 1200w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Rapid-Delivery-1980x922.png 1980w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"473\" src=\"https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Consolidation-1024x473.png\" alt=\"\" class=\"wp-image-2754\" style=\"width:1024px;height:473px\" srcset=\"https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Consolidation-1024x473.png 1024w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Consolidation-300x138.png 300w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Consolidation-768x355.png 768w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Consolidation-1536x709.png 1536w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Consolidation-2048x945.png 2048w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Consolidation-1200x554.png 1200w, https:\/\/www.youredge.eu\/wp-content\/uploads\/2023\/12\/Data-Warehousing-Consolidation-1980x914.png 1980w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n<p>\"Hybridn\u00ed p\u0159\u00edstup\" c\u00edl\u00ed na rychlou dod\u00e1vku pou\u017eiteln\u00e9ho \u0159e\u0161en\u00ed pro business u\u017eivatele, bez naprost\u00e9ho ob\u011btov\u00e1n\u00ed konzistence, standardizace a znovupou\u017eitelnosti. V hrub\u00fdch obrysech tento p\u0159\u00edstup k vybudov\u00e1n\u00ed datov\u00e9ho skladu zahrnuje kroky:\u00a0<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:list {\"ordered\":true} --><\/p>\n<ol>\n<li>Vytvo\u0159en\u00ed logick\u00e9ho datov\u00e9ho modelu j\u00e1dra - pomoc\u00ed p\u0159\u00edstupu odvozen\u00ed z EIM, investice n\u011bkolika t\u00fddn\u016f do vybudov\u00e1n\u00ed (\u010d\u00e1ste\u010dn\u011b) normalizovan\u00e9ho logick\u00e9ho datov\u00e9ho modelu j\u00e1dra.\u00a0<\/li>\n<li>Vytvo\u0159en\u00ed logick\u00fdch datov\u00fdch model\u016f Data Mart\u016f - s vyu\u017eit\u00edm p\u0159\u00edstupu odvozen\u00ed z po\u017eadavk\u016f, definice po\u017eadovan\u00fdch report\u016f, vstup\u016f integrovan\u00fdch aplikace, jsou vytvo\u0159eny logick\u00e9 datov\u00e9 modely (3NF) n\u011bkolika \u201ep\u0159ekr\u00fdvaj\u00edc\u00edch se\u201c datov\u00fdch Data Mart\u016f.<\/li>\n<li>Namapov\u00e1n\u00ed Data Mart\u016f na model j\u00e1dra - logick\u00e9 mapov\u00e1n\u00ed Data Mart\u016f na na struktury j\u00e1dra, v takov\u00e9m detailu, kter\u00fd umo\u017e\u0148uje rozeznat, kter\u00e9 atributy j\u00e1dra jsou \"sd\u00edleny\" v\u00edce Data Marty.<\/li>\n<li>Nasazen\u00ed dimenzion\u00e1ln\u00edch Data Mart\u016f - vytvo\u0159en\u00ed dimenzion\u00e1ln\u00edch model\u016f (tzv. \"Star Schemat\") z logick\u00fdch datov\u00fdch model\u016f Data Mart\u016f a nasazen\u00ed dimenzion\u00e1ln\u00edch Data Mart\u016f.<\/li>\n<li>Vybudov\u00e1n\u00ed datov\u00e9 vrstvy j\u00e1dra - implementace a napln\u011bn\u00ed j\u00e1dra datov\u00e9 vrstvy, v\u010detn\u011b \u0159\u00edzen\u00ed datov\u00e9 kvality (Data Quality Management), standardizace a konsolidace.<\/li>\n<li>O\u0161et\u0159en\u00ed redundantn\u011b transformovan\u00fdch a nekonzistentn\u00edch dat - identifikace shodn\u00fdch nebo \"podobn\u00fdch\" (nekonzistentn\u00edch) dat, pln\u011bn\u00fdch v n\u011bkolika Data Martech (s vyu\u017eit\u00edm mapov\u00e1n\u00ed) a \u010d\u00e1ste\u010dn\u00e9 \"p\u0159epojen\u00ed\" t\u011bchto Data Mart\u016f na struktury j\u00e1dra.<\/li>\n<\/ol>\n<p><!-- \/wp:list --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:atomic-blocks\/ab-layouts \/--><\/p>","protected":false},"excerpt":{"rendered":"<p>N\u00e1\u0161 p\u0159\u00edstup k budov\u00e1n\u00ed \u0159e\u0161en\u00ed Data Warehousing &amp; Business Intelligence je zalo\u017een na dvou z\u00e1kladn\u00edch p\u0159\u00edstupech - rozpracov\u00e1n\u00ed \u0159e\u0161en\u00ed od informa\u010dn\u00edch pot\u0159eb business u\u017eivatel\u016f (Enterprise Information Modeling) a poskytov\u00e1n\u00ed business hodnoty klient\u016fm co nejd\u0159\u00edve (hybridn\u00ed p\u0159\u00edstup k budov\u00e1n\u00ed DWH). <\/p>","protected":false},"author":1,"featured_media":2756,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"templates\/template-cover.php","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[20,4],"tags":[],"class_list":["post-1401","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dwb-our-approach","category-your-edge-blog"],"featured_image_src":"https:\/\/www.youredge.eu\/wp-content\/uploads\/2020\/06\/Data-Warehousing-padded-600x400.png","featured_image_src_square":"https:\/\/www.youredge.eu\/wp-content\/uploads\/2020\/06\/Data-Warehousing-padded-600x600.png","author_info":{"display_name":"youredgeeu","author_link":"https:\/\/www.youredge.eu\/cs\/author\/youredgeeu\/"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v14.9 - 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