{"id":36155,"date":"2019-10-31T22:09:53","date_gmt":"2019-10-31T19:09:53","guid":{"rendered":"https:\/\/prohoster.info\/blog\/kachestvo-dannyh-v-hranilishhe\/"},"modified":"2019-10-31T22:09:53","modified_gmt":"2019-10-31T19:09:53","slug":"kachestvo-dannyh-v-hranilishhe","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/administrirovanie\/kachestvo-dannyh-v-hranilishhe","title":{"rendered":"Andmete kvaliteet salvestuses","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Andmete kvaliteet ladustamises on v\u00e4\u00e4rtuslik teabe saamise oluline eeltingimus. Halva kvaliteediga andmed viivad pikaajaliselt negatiivsesse tagasiside reaktsiooni.<br \/>\nEsiteks kaob usaldus esitatud teabe suhtes. Inimesed hakkavad v\u00e4hem kasutama Business Intelligence'i rakendusi, rakenduste potentsiaal j\u00e4\u00e4b kasutamata.<br \/>\nSeet\u00f5ttu pannakse kahtluse alla edasised investeeringud anal\u00fc\u00fctilisse projekti.<\/p>\n<h4>Andmekvaliteedi vastutus<\/h4>\n<p>\nAndmekvaliteedi parandamisega seotud aspekt on BI projektides \u00e4\u00e4rmiselt oluline. Kuid see ei ole ainult tehniliste spetsialistide privileeg.<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\nAndmete kvaliteeti m\u00f5jutavad ka sellised aspektid nagu<\/p>\n<p><b>Ettev\u00f5tte kultuur<\/b><\/p>\n<ul>\n<li>Kas t\u00f6\u00f6tajad ise on huvitatud kvaliteetsete andmete tootmisest?<\/li>\n<li>Kui ei, siis miks? V\u00f5ib-olla on huvide konflikt.<\/li>\n<li>Kas on olemas ettev\u00f5tte reeglid, mis m\u00e4\u00e4ravad kvaliteedi eest vastutajad?<\/li>\n<\/ul>\n<p>\n<b>Protsessid<\/b><\/p>\n<ul>\n<li>Milliseid andmeid luuakse nende ahelate l\u00f5pus?<\/li>\n<li>V\u00f5ib-olla on operatsioonis\u00fcsteemid seadistatud nii, et tuleb \u201ev\u00e4lja m\u00f5elda\u201d, kuidas peegeldada mingit olukorda reaalsuses.<\/li>\n<li>Kas operatsioonis\u00fcsteemid ise kontrollivad ja valideerivad andmeid?<\/li>\n<\/ul>\n<p>\nAndmete kvaliteedi eest aruande s\u00fcsteemides vastutab organisatsioonis k\u00f5ik.<\/p>\n<h4>M\u00e4\u00e4ratlemine ja t\u00e4hendus<\/h4>\n<p>\nKvaliteet on kliendi ootuste kinnitatud rahuldamine.<\/p>\n<p>Kuid andmekvaliteet ei sisalda m\u00e4\u00e4ratlemist. See peegeldab alati kasutuskonteksti. Andmehoidla ja BI s\u00fcsteem t\u00e4idavad teistsuguseid eesm\u00e4rke kui operatsioonis\u00fcsteem, kust andmed on saadud.<\/p>\n<p>N\u00e4iteks v\u00f5ib operatsioonis\u00fcsteemis kliendi atribuut olla mitte kohustuslik v\u00e4li. Andmehoidlas v\u00f5ib see atribuut olla m\u00f5\u00f5t ja selle t\u00e4itmine on kohustuslik. See toob endaga kaasa vajaduse t\u00e4ita vaikimisi v\u00e4\u00e4rtustega.<\/p>\n<p>Andmehoidla n\u00f5uded muutuvad pidevalt ja need on tavaliselt k\u00f5rgemad kui operatsioonis\u00fcsteemide n\u00f5uded. Kuid v\u00f5ib juhtuda ka vastupidi, et andmehoidlas ei ole vajalik s\u00e4ilitada detailselt teavet operatsioonis\u00fcsteemist.<\/p>\n<p>Andmete kvaliteedi m\u00f5\u00f5tmiseks peavad olema m\u00e4\u00e4ratletud selle standardid. Inimesed, kes kasutavad oma t\u00f6\u00f6s teavet ja numbreid, peavad olema kaasatud m\u00e4\u00e4ratlemise protsessi. Selle kaasamise tulemusena v\u00f5ib tekkida reegel, mille j\u00e4rgimine v\u00f5imaldab tabelist \u00fche pilguga m\u00e4\u00e4rata, kas esineb viga v\u00f5i mitte. See reegel tuleb vormistada skriptina\/koodina edasiste kontrollide jaoks.<\/p>\n<h4>Andmete kvaliteedi parandamine<\/h4>\n<p>\nAndmete laadimise protsessis on v\u00f5imatu puhastada ja parandada k\u00f5iki h\u00fcpoteetilisi vigu. Hea andmekvaliteet on saavutatud ainult l\u00e4hedase koost\u00f6\u00f6 k\u00e4igus k\u00f5igi osaliste vahel. Inimesed, kes sisestavad andmeid operatsioonis\u00fcsteemidesse, peavad \u00f5ppima, millised tegevused viivad vigadeni.<\/p>\n<p>Andmete kvaliteet on protsess. Kahjuks ei ole paljudes organisatsioonides strateegiat selle pidevaks parandamiseks. Paljuski piirdutakse andmete s\u00e4ilitamisega ja ei kasutata anal\u00fc\u00fctiliste s\u00fcsteemide kogu potentsiaali. Andmete ladustamise arendamisel l\u00e4heb reeglina 70-80% eelarvest andmete integreerimise elluviimiseks. Kontrollimise ja parandamise protsess j\u00e4\u00e4b sageli poolt\u00fchjaks, kui see \u00fcldse eksisteerib.<\/p>\n<h4>T\u00f6\u00f6riistad<\/h4>\n<p>\nTarkvaravahendite kasutamine v\u00f5ib aidata andmete kvaliteedi paranemise ja j\u00e4lgimise automatiseerimise protsessis. N\u00e4iteks saab t\u00e4ielikult automatiseerida ladustamise struktuuride tehnilise kontrollimise: v\u00e4ljade formaadi, vaikev\u00e4\u00e4rtuste olemasolu, vastavuse tabeliv\u00e4ljade nimetuste n\u00f5uetele.<\/p>\n<p>Sisu kontrollimine v\u00f5ib olla keerulisem. Kuna ladustamise n\u00f5uded muutuvad, v\u00f5ib ka andmete t\u00f5lgendamine muutuda. T\u00f6\u00f6riist v\u00f5ib ise muutuda hiiglaslikuks projektiks, mis vajab tuge.<\/p>\n<h4>Soovitus<\/h4>\n<p>\nRelatsioonilised andmebaasid, milles tavaliselt projekteeritakse ladustamisi, omavad suurep\u00e4rast v\u00f5imalust luua vaateid. Neid saab kasutada andmete kiireks kontrollimiseks, kui teatakse sisu erip\u00e4ra. Iga vea v\u00f5i probleemiga andmetes toimetuleku juhtumit saab fikseerida andmebaasi p\u00e4ringuna.<\/p>\n<p>Nii moodustub teadmusbaas sisu kohta. Loomulikult peavad sellised p\u00e4ringud olema kiired. Tavaliselt n\u00f5uab vaadete haldamine v\u00e4hem inimtunde kui tabelitele organiseeritud t\u00f6\u00f6riistad. Vaade on alati valmis kuvama kontrolli tulemuse.<br \/>\nOluliste aruannete korral v\u00f5ib vaade sisaldada veergu adressaatidega. On m\u00f5istlik kasutada sama BI vahendeid, et koostada aruandeid andmete kvaliteedi seisundist laos.<\/p>\n<h4>N\u00e4ide<\/h4>\n<p>\nP\u00e4ring on kirjutatud Oracle andmebaasi jaoks. Antud n\u00e4ites testid tagastavad arvulise v\u00e4\u00e4rtuse, mida saab vajaliku viisi j\u00e4rgi t\u00f5lgendada. V\u00e4\u00e4rtuste T_MIN ja T_MAX abil saab reguleerida h\u00e4ire taset. FIELD REPORT kasutati kunagi s\u00f5numina kaubanduslikus ETL tootes, mis ei osanud korralikult e-kirju saata, seega on rpad - see \"k\u00f5rvake\".<\/p>\n<p>Suure tabeli korral v\u00f5ib lisada n\u00e4iteks AND ROWNUM &lt;= 10, st kui on tekkinud 10 viga, siis sellest piisab h\u00e4ireks.<\/p>\n<pre><code class=\"sql\">CREATE OR REPLACE VIEW V_QC_DIM_PRODUCT_01 AS\nSELECT\n  CASE WHEN OUTPUT &gt;= T_MIN AND OUTPUT &lt;= T_MAX\n  THEN &#039;OK&#039; ELSE &#039;ERROR&#039; END AS RESULT,\n  DESCRIPTION,\n  TABLE_NAME,\n  OUTPUT,\n  T_MIN,\n  T_MAX,\n  rpad(DESCRIPTION, 60, &#039; &#039;) || rpad(OUTPUT, 8, &#039; &#039;) || rpad(T_MIN, 8, &#039; &#039;) || rpad(T_MAX, 8, &#039; &#039;) AS REPORT\nFROM (-- Test ise\n  SELECT\n    &#039;DIM_PRODUCT&#039; AS TABLE_NAME,\n    &#039;T\u00fchikute arv&#039; AS DESCRIPTION,\n    COUNT(*) AS OUTPUT,\n    0 AS T_MIN,\n    10 AS T_MAX\n  FROM DIM_PRODUCT\n  WHERE DIM_PRODUCT_ID != -1 -- mittevaikimisi v\u00e4\u00e4rtus\n  AND ATTRIBUTE IS NULL ); -- loe t\u00fchikud\n<\/code><\/pre>\n<p>\n<i>K\u00e4esolevas publikatsioonis on kasutatud materjale raamatust<br \/>\nRonald Bachmann, dr. Guido Kemper<br \/>\nV\u00e4lja BI-\u00e4ngistest<br \/>\nKuidas \u00e4riintelligentsus saavutada edu<\/i><br \/>\n<br \/>Allikas: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/459682\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0432\u0430\u0436\u043d\u043e\u0439 \u043f\u0440\u0435\u0434\u043f\u043e\u0441\u044b\u043b\u043a\u043e\u0439 \u043a \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044e \u0446\u0435\u043d\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438. \u041f\u043b\u043e\u0445\u043e\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0432\u0435\u0434\u0451\u0442 \u043a \u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u043e\u0439 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\u0432\u043e\u0441\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u043d\u044b\u043c. \u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435, \u043f\u043e\u0434 \u0432\u043e\u043f\u0440\u043e\u0441 \u0441\u0442\u0430\u0432\u044f\u0442\u0441\u044f \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0438\u0435 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u0438 \u0432 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043f\u0440\u043e\u0435\u043a\u0442. \u041e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0437\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445 \u0410\u0441\u043f\u0435\u043a\u0442, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0439 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