{"id":77335,"date":"2024-03-05T18:03:20","date_gmt":"2024-03-05T18:03:20","guid":{"rendered":"https:\/\/www.zaptest.com\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira"},"modified":"2024-03-05T21:13:24","modified_gmt":"2024-03-05T21:13:24","slug":"etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira","title":{"rendered":"ETL pr\u00f3fun &#8211; kafa dj\u00fapt \u00ed hva\u00f0 er \u00fea\u00f0, ger\u00f0ir, ferli, n\u00e1lganir, verkf\u00e6ri og fleira!"},"content":{"rendered":"<p>Extract Transform Load pr\u00f3fun &#8211; oftast nefnd ETL pr\u00f3f &#8211; er mikilv\u00e6gt t\u00e6ki \u00ed heimi n\u00fat\u00edma vi\u00f0skiptagreindar og gagnagreininga.<\/p>\n<p>Teymi ver\u00f0a a\u00f0 safna g\u00f6gnum fr\u00e1 \u00f3l\u00edkum a\u00f0ilum svo a\u00f0 \u00feau geti geymt \u00feau \u00ed gagnageymslum e\u00f0a undirb\u00fai\u00f0 \u00feau fyrir vi\u00f0skiptagreindart\u00e6ki s\u00edn til a\u00f0 a\u00f0sto\u00f0a vi\u00f0 v\u00f6ndu\u00f0 \u00e1kvar\u00f0anat\u00f6ku e\u00f0a inns\u00fdn. ETL pr\u00f3fun hj\u00e1lpar til vi\u00f0 a\u00f0 tryggja a\u00f0 ferlar, g\u00f6gn og inns\u00fdn s\u00e9u allt til alls og tilb\u00fain til a\u00f0 sty\u00f0ja vi\u00f0 fyrirt\u00e6ki\u00f0.<\/p>\n<p>Vi\u00f0 skulum kanna hva\u00f0 Extract Transform Load pr\u00f3f er og hvernig \u00fea\u00f0 virkar \u00e1\u00f0ur en vi\u00f0 deilum nokkrum af mismunandi a\u00f0fer\u00f0um og verkf\u00e6rum sem \u00fe\u00fa getur nota\u00f0 fyrir ETL pr\u00f3f.<\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #b90000;color:#b90000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #b90000;color:#b90000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Hvad_er_Extract-Transform-Load\" >Hva\u00f0 er Extract-Transform-Load,<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#og_hvernig_virkar_thad\" >og hvernig virkar \u00fea\u00f0?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#1_Utdrattur\" >1. \u00datdr\u00e1ttur:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#2_Umbreyta\" >2. Umbreyta:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#3_Hlada\" >3. Hla\u00f0a:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Hvad_er_ETL_prof\" >Hva\u00f0 er ETL pr\u00f3f?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Hvernig_umbreytist_utdrattur\" >Hvernig umbreytist \u00fatdr\u00e1ttur<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#vinnu_vid_alagsprof\" >vinnu vi\u00f0 \u00e1lagspr\u00f3f?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#1_Utdrattur-2\" >1. \u00datdr\u00e1ttur<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#2_Umbreyta-2\" >2. Umbreyta<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#3_Hlada-2\" >3. Hla\u00f0a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Mismunandi_gerdir_af_ETL_profum\" >Mismunandi ger\u00f0ir af ETL pr\u00f3fum<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#1_Stadfestingarprofun_upprunagagna\" >1. Sta\u00f0festingarpr\u00f3fun upprunagagna<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Mikilvaegi\" >Mikilv\u00e6gi:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#THad_sem_thad_athugar\" >\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#2_Uppruni_til_ad_mida_gagnaafstemmingarprofun\" >2. Uppruni til a\u00f0 mi\u00f0a gagnaafstemmingarpr\u00f3fun<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Mikilvaegi-2\" >Mikilv\u00e6gi:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#THad_sem_thad_athugar-2\" >\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#3_Gagnaumbreytingarprofun\" >3. Gagnaumbreytingarpr\u00f3fun<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Mikilvaegi-3\" >Mikilv\u00e6gi:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#THad_sem_thad_athugar-3\" >\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#4_Gagnaprofun\" >4. Gagnapr\u00f3fun<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Mikilvaegi-4\" >Mikilv\u00e6gi:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#THad_sem_thad_athugar-4\" >\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#5_ETL_tilvisunarheilleikaprofun\" >5. ETL tilv\u00edsunarheilleikapr\u00f3fun<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Mikilvaegi-5\" >Mikilv\u00e6gi:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#THad_sem_thad_athugar-5\" >\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#6_Samthaettingarprof\" >6. Sam\u00fe\u00e6ttingarpr\u00f3f<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Mikilvaegi-6\" >Mikilv\u00e6gi:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#THad_sem_thad_athugar-6\" >\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#7_Frammistoduprofun\" >7. Frammist\u00f6\u00f0upr\u00f3fun<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Mikilvaegi-7\" >Mikilv\u00e6gi:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#THad_sem_thad_athugar-7\" >\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#8_Virkniprofun\" >8. Virknipr\u00f3fun<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Mikilvaegi-8\" >Mikilv\u00e6gi:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#THad_sem_thad_athugar-8\" >\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#9_Adhvarfsprof\" >9. A\u00f0hvarfspr\u00f3f<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Mikilvaegi-9\" >Mikilv\u00e6gi:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#THad_sem_thad_athugar-9\" >\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#8_stig_ETL_profunar_med\" >8 stig ETL pr\u00f3funar me\u00f0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#8_radleggingar_serfraedinga_til_ad_na_arangri\" >8 r\u00e1\u00f0leggingar s\u00e9rfr\u00e6\u00f0inga til a\u00f0 n\u00e1 \u00e1rangri<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#1_Ad_safna_vidskiptakrofum\" >#1. A\u00f0 safna vi\u00f0skiptakr\u00f6fum<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Abending_serfraedinga\" >\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#2_Ad_bera_kennsl_a_og_stadfesta_gagnagjafa\" >#2. A\u00f0 bera kennsl \u00e1 og sta\u00f0festa gagnagjafa<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Abending_serfraedinga-2\" >\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#3_Skrifadu_profdaemi\" >#3. Skrifa\u00f0u pr\u00f3fd\u00e6mi<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Abending_serfraedinga-3\" >\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#4_Framkvaemd_profdaema\" >#4. Framkv\u00e6md pr\u00f3fd\u00e6ma<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Abending_serfraedinga-4\" >\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#5_Budu_til_skyrslur\" >#5. B\u00fa\u00f0u til sk\u00fdrslur<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-51\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Abending_serfraedinga-5\" >\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-52\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#6_Endurprofun_fyrir_galla_og_galla\" >#6. Endurpr\u00f3fun fyrir galla og galla<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-53\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Abending_serfraedinga-6\" >\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-54\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#7_Lokaskyrslur\" >#7. Lokask\u00fdrslur<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-55\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Abending_serfraedinga-7\" >\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-56\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#8_Ad_loka_skyrslunum\" >#8. A\u00f0 loka sk\u00fdrslunum<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-57\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Abending_serfraedinga-8\" >\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-58\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Dragdu_ut_umbreytingaralagsprofanir\" >Drag\u00f0u \u00fat umbreytingar\u00e1lagspr\u00f3fanir<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-59\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#1_Gagnanakvaemni_og_heidarleiki\" >1. Gagnan\u00e1kv\u00e6mni og hei\u00f0arleiki<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-60\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#2_Sparnadur_tima_og_peninga\" >2. Sparna\u00f0ur t\u00edma og peninga<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-61\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#3_Frammistada\" >3. Frammista\u00f0a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-62\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#4_Fylgni\" >4. Fylgni<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-63\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#5_Betri_akvardanataka\" >5. Betri \u00e1kvar\u00f0anataka<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-64\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Askoranir_i_tengslum_vid_ETL_prof\" >\u00c1skoranir \u00ed tengslum vi\u00f0 ETL pr\u00f3f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-65\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#1_Gagnamagn_og_margbreytileiki\" >1. Gagnamagn og margbreytileiki<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-66\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#2_Heimildakerfi_had\" >2. Heimildakerfi h\u00e1\u00f0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-67\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#3_Umbreytingarflaekjur\" >3. Umbreytingarfl\u00e6kjur<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-68\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#4_Skiptakrofur\" >4. Skiptakr\u00f6fur<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-69\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#5_Takmarkanir_a_profum_umhverfi\" >5. Takmarkanir \u00e1 pr\u00f3fum umhverfi<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-70\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#ETL_rad_og_bestu_starfsvenjur\" >ETL r\u00e1\u00f0 og bestu starfsvenjur<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-71\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#1_Stodugar_profanir\" >#1. St\u00f6\u00f0ugar pr\u00f3fanir<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-72\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#2_Enginn_ETL_profari_er_eyja\" >#2. Enginn ETL pr\u00f3fari er eyja<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-73\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#3_Traust_skjol_eru_mikilvaeg\" >#3. Traust skj\u00f6l eru mikilv\u00e6g.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-74\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#4_Gerdu_sjalfvirkan_eins_mikid_og_mogulegt_er\" >#4. Ger\u00f0u sj\u00e1lfvirkan eins miki\u00f0 og m\u00f6gulegt er<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-75\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Bestu_ETL_sjalfvirkni_profunartaekin\" >Bestu ETL sj\u00e1lfvirkni pr\u00f3funart\u00e6kin<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-76\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#5_QuerySurge\" >#5. QuerySurge<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-77\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#4_iCEDQ\" >#4. iCEDQ<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-78\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#3_Rett_gogn\" >#3. R\u00e9tt g\u00f6gn<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-79\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#2_Stort_EVAL\" >#2. St\u00f3rt EVAL<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-80\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#1_ZAPTEST_No1_val_fyrir_ETL_prof\" >#1. ZAPTEST: No.1 val fyrir ETL pr\u00f3f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-81\" href=\"https:\/\/www.zaptest.com\/is\/etl-profun-kafa-djupt-i-hvad-er-thad-gerdir-ferli-nalganir-verkfaeri-og-fleira\/#Lokahugsanir\" >Lokahugsanir<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Hvad_er_Extract-Transform-Load\"><\/span><strong>Hva\u00f0 er Extract-Transform-Load,  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"og_hvernig_virkar_thad\"><\/span><strong>og hvernig virkar \u00fea\u00f0?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"555f5e\" data-has-transparency=\"false\" style=\"--dominant-color: #555f5e;\" decoding=\"async\" class=\"aligncenter wp-image-76896 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-683x1024.webp\" alt=\"ETL pr\u00f3fun - kafa dj\u00fapt \u00ed hva\u00f0 er \u00fea\u00f0, ger\u00f0ir, ferli, n\u00e1lganir, verkf\u00e6ri og fleira!\" width=\"216\" height=\"324\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-683x1024.webp 683w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-200x300.webp 200w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-768x1152.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1024x1536.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1365x2048.webp 1365w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1080x1620.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-1280x1920.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-980x1470.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-480x720.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/03\/ETL-Testing-Deep-Dive-into-What-is-It-Types-Process-Approaches-Tools-More-scaled.webp 1707w\" sizes=\"(max-width: 216px) 100vw, 216px\" \/><\/p>\n<p>Extract-Transform-Load (ETL) er mikilv\u00e6gt hugtak \u00ed gagnageymslu og greiningu. \u00cd raun l\u00fdsir ETL ferlinu vi\u00f0 a\u00f0 safna g\u00f6gnum fr\u00e1 m\u00f6rgum a\u00f0ilum og mi\u00f0st\u00fdra \u00feeim \u00ed gagnageymslu e\u00f0a gagnavatni.<\/p>\n<p>Vi\u00f0 skulum skipta ni\u00f0ur ETL ferli\u00f0 \u00ed hluta \u00feess svo \u00fe\u00fa getir skili\u00f0 \u00fea\u00f0 betur.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Utdrattur\"><\/span><strong>1. \u00datdr\u00e1ttur:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>G\u00f6gn eru unnin \u00far \u00fdmsum \u00e1ttum. \u00deessar heimildir g\u00e6tu veri\u00f0 n\u00faverandi gagnagrunnur, ERP e\u00f0a CRM forrit, t\u00f6flureiknar, vef\u00fej\u00f3nusta e\u00f0a mismunandi skr\u00e1r.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Umbreyta\"><\/span><strong>2. Umbreyta:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u00deegar g\u00f6gnin hafa veri\u00f0 dregin \u00fat ver\u00f0ur \u00fe\u00fa a\u00f0 umbreyta \u00feeim \u00feannig a\u00f0 \u00feau henti til geymslu e\u00f0a greiningar. Ferli\u00f0 g\u00e6ti fali\u00f0 \u00ed s\u00e9r a\u00f0 hreinsa og sta\u00f0la g\u00f6gnin og breyta \u00feeim \u00ed vi\u00f0eigandi sni\u00f0.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Hlada\"><\/span><strong>3. Hla\u00f0a:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>S\u00ed\u00f0asti hluti ferlisins samanstendur af \u00fev\u00ed a\u00f0 hla\u00f0a g\u00f6gnum inn \u00ed markkerfi\u00f0. \u00deetta markkerfi g\u00e6ti veri\u00f0 gagnav\u00f6ruh\u00fas, gagnavatn e\u00f0a \u00f6nnur geymsla.<\/p>\n<p>&nbsp;<\/p>\n<p>\u00de\u00f3 <a href=\"https:\/\/www.ibm.com\/topics\/etl\">ETL hafi veri\u00f0 til s\u00ed\u00f0an \u00e1 \u00e1ttunda \u00e1ratugnum<\/a> , hefur \u00fea\u00f0 fengi\u00f0 auki\u00f0 v\u00e6gi undanfari\u00f0 vegna \u00feess a\u00f0 vi\u00f0skiptasamf\u00e9lagi\u00f0 treystir meira \u00e1 sk\u00fdjatengd kerfi, raunt\u00edmag\u00f6gn, greiningar og ML\/AI verkf\u00e6ri.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Hvad_er_ETL_prof\"><\/span><strong>Hva\u00f0 er ETL pr\u00f3f?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"112030\" data-has-transparency=\"false\" style=\"--dominant-color: #112030;\" decoding=\"async\" class=\"aligncenter wp-image-76245 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1024x683.webp\" alt=\"Pr\u00f3funar\u00e1\u00e6tlun \u00ed hugb\u00fana\u00f0arpr\u00f3fun - hva\u00f0 er \u00fea\u00f0, ger\u00f0ir, ferli, n\u00e1lganir, verkf\u00e6ri og fleira!\" width=\"542\" height=\"361\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/02\/Test-Plan-in-Software-Testing-What-is-It-Types-Process-Approaches-Tools-More-jpg.webp 1920w\" sizes=\"(max-width: 542px) 100vw, 542px\" \/><\/p>\n<p>ETL pr\u00f3fun er tegund gagnavinnslupr\u00f3fa sem sannreynir a\u00f0 g\u00f6gn sem safna\u00f0 er fr\u00e1 einum uppruna hafi veri\u00f0 send n\u00e1kv\u00e6mlega \u00e1 \u00e1fangasta\u00f0. Eins og \u00fe\u00fa munt lesa h\u00e9r a\u00f0 ofan, \u00feegar g\u00f6gnin eru dregin \u00fat, ver\u00f0ur a\u00f0 umbreyta \u00feeim \u00ed samr\u00e6mi vi\u00f0 kr\u00f6fur fyrirt\u00e6kja. \u00deessi umbreyting getur stundum leitt til vandam\u00e1la me\u00f0 g\u00f6gnin. ETL pr\u00f3funara\u00f0fer\u00f0 hj\u00e1lpar til vi\u00f0 a\u00f0 tryggja a\u00f0 g\u00f6gnin s\u00e9u \u00e1rei\u00f0anleg og n\u00e1kv\u00e6m.<\/p>\n<p>ETL pr\u00f3f er eins konar <a href=\"https:\/\/www.zaptest.com\/is\/svarta-kassaprofun-hvad-er-thad-gerdir-ferli-adferdir-verkfaeri-og-fleira\">svart kassapr\u00f3f<\/a> vegna \u00feess a\u00f0 \u00fea\u00f0 sta\u00f0festir skipti, umbreytingu og hle\u00f0sluferli\u00f0 me\u00f0 \u00fev\u00ed a\u00f0 bera saman inntak vi\u00f0 \u00fattak. \u00cd raun beinist \u00fea\u00f0 a\u00f0 \u00fev\u00ed sem kerfi\u00f0 gerir til a\u00f0 breg\u00f0ast vi\u00f0 mismunandi a\u00f0f\u00f6ngum frekar en hvernig \u00fea\u00f0 n\u00e6r \u00feeim \u00e1rangri. Hins vegar, vi\u00f0 \u00e1kve\u00f0nar a\u00f0st\u00e6\u00f0ur, munu pr\u00f3funara\u00f0ilar sko\u00f0a hva\u00f0 er a\u00f0 gerast inni \u00ed kassanum, s\u00e9rstaklega \u00feegar \u00f3v\u00e6ntar a\u00f0st\u00e6\u00f0ur eiga s\u00e9r sta\u00f0.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Hvernig_umbreytist_utdrattur\"><\/span><strong>Hvernig umbreytist \u00fatdr\u00e1ttur  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"vinnu_vid_alagsprof\"><\/span><strong>vinnu vi\u00f0 \u00e1lagspr\u00f3f?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-59582\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png\" alt=\"alfa pr\u00f3f vs beta pr\u00f3f\" width=\"160\" height=\"267\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80.png 479w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/img80-180x300.png 180w\" sizes=\"(max-width: 160px) 100vw, 160px\" \/><\/p>\n<p>Au\u00f0veldasta lei\u00f0in til a\u00f0 \u00fatsk\u00fdra hvernig ETL pr\u00f3f virkar er a\u00f0 skipta \u00fev\u00ed \u00ed hluta \u00feess: draga \u00fat, umbreyta og hla\u00f0a. \u00dea\u00f0an getur\u00f0u skili\u00f0 mismunandi \u00fe\u00e6tti ETL sta\u00f0festingar \u00e1\u00f0ur en vi\u00f0 sundurli\u00f0um stigin n\u00e1nar.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Utdrattur-2\"><\/span><strong>1. \u00datdr\u00e1ttur<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>ETL pr\u00f3f sta\u00f0festir a\u00f0 g\u00f6gnin sem dregin eru \u00far upprunanum s\u00e9u n\u00e1kv\u00e6m og villulaus. \u00deetta ferli felur \u00ed s\u00e9r a\u00f0 athuga n\u00e1kv\u00e6mni grunngilda og tryggja a\u00f0 g\u00f6gn s\u00e9u fullkomin.<\/p>\n<p>Annar hluti af ferlinu felur \u00ed s\u00e9r gagnasni\u00f0. \u00deetta ferli samanstendur \u00ed raun af \u00fev\u00ed a\u00f0 skilja uppbyggingu upprunagagnanna, innihald og g\u00e6\u00f0i. Hugmyndin h\u00e9r er s\u00fa a\u00f0 \u00fe\u00fa getur fundi\u00f0 \u00f6ll fr\u00e1vik, \u00f3samr\u00e6mi e\u00f0a hugsanleg kortlagningarvandam\u00e1l.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Umbreyta-2\"><\/span><strong>2. Umbreyta<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>N\u00e6sti hluti ferlisins kannar strangt fylgni vi\u00f0 reglur um umbreytingu gagna. Ein helsta a\u00f0fer\u00f0in h\u00e9r felur \u00ed s\u00e9r a\u00f0 pr\u00f3fa umbreytingarr\u00f6kfr\u00e6\u00f0i gegn regluger\u00f0um, l\u00f6gum og \u00f6\u00f0rum vi\u00f0skiptareglum.<\/p>\n<p>Sum d\u00e6miger\u00f0u pr\u00f3fin h\u00e9r fela \u00ed s\u00e9r a\u00f0 athuga hvort g\u00f6gnum breytist \u00ed v\u00e6ntanleg sni\u00f0, hvort \u00fatreikningar s\u00e9u n\u00e1kv\u00e6mir og sannreyna hvort uppflettingar tengi \u00fe\u00e6tti \u00e1 milli gagnasetta.<\/p>\n<p>Gagnag\u00e6\u00f0i koma einnig til greina. Pr\u00f3funara\u00f0ilar ver\u00f0a a\u00f0 finna og fjarl\u00e6gja \u00f3samr\u00e6mi \u00ed sni\u00f0i og tv\u00edtekningar og leysa \u00f6ll g\u00f6gn sem stangast \u00e1 me\u00f0an \u00feeir nota gagnahreinsunarferli.<\/p>\n<p>A\u00f0 lokum er heildarframmista\u00f0a einnig pr\u00f3fu\u00f0 til a\u00f0 komast a\u00f0 \u00fev\u00ed hvernig ETL ferli\u00f0 hefur \u00e1hrif \u00e1 miki\u00f0 magn gagna.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Hlada-2\"><\/span><strong>3. Hla\u00f0a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>A\u00f0 lokum, \u00feegar g\u00f6gnum er hla\u00f0i\u00f0 inn \u00ed gagnageymsluna, gagnavatni\u00f0 e\u00f0a anna\u00f0 lokamarkmi\u00f0, ver\u00f0a pr\u00f3funara\u00f0ilar a\u00f0 sannreyna hvort \u00feau s\u00e9u fullb\u00fain, n\u00e1kv\u00e6m og sett fram \u00e1 r\u00e9ttu sni\u00f0i.<\/p>\n<p>Samanbur\u00f0ur er keyr\u00f0ur til a\u00f0 athuga hvort engin g\u00f6gn hafi glatast e\u00f0a skemmst \u00e1 lei\u00f0inni milli uppruna, svi\u00f0ssv\u00e6\u00f0is og skotmarka.<\/p>\n<p>A\u00f0 lokum eru endursko\u00f0unarsl\u00f3\u00f0ir sko\u00f0a\u00f0ar til a\u00f0 fylgjast me\u00f0 \u00fev\u00ed a\u00f0 ferli\u00f0 s\u00e9 a\u00f0 rekja allar breytingar sem ver\u00f0a \u00e1 ETL ferlinu og sannreyna hvort saga og l\u00fdsig\u00f6gn s\u00e9u til sta\u00f0ar.<\/p>\n<p>\u00deessi hluti h\u00e9r a\u00f0 ofan \u00e6tti a\u00f0 gefa \u00fe\u00e9r grunn yfirs\u00fdn yfir hvernig g\u00e6\u00f0apr\u00f3fanir ETL gagna eru framkv\u00e6mdar. \u00de\u00fa munt taka eftir \u00fev\u00ed a\u00f0 pr\u00f3fanir eiga s\u00e9r sta\u00f0 \u00e1 hverju stigi gagnaflutnings vegna \u00feess a\u00f0 \u00fea\u00f0 er besta lei\u00f0in til a\u00f0 bera kennsl \u00e1 og leysa \u00e1kve\u00f0in vandam\u00e1l.<\/p>\n<p>Hins vegar, til a\u00f0 f\u00e1 d\u00fdpri skilning \u00e1 ETL pr\u00f3funarhugt\u00f6kum, ver\u00f0ur \u00fe\u00fa a\u00f0 kanna mismunandi tegundir ETL pr\u00f3fana og stigin \u00fear sem \u00feeim er beitt. Eftirfarandi tveir hlutar munu veita \u00feessar uppl\u00fdsingar og hj\u00e1lpa \u00fe\u00e9r a\u00f0 gefa \u00fe\u00e9r heildarmyndina sem \u00fe\u00fa \u00fearft.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Mismunandi_gerdir_af_ETL_profum\"><\/span><strong>Mismunandi ger\u00f0ir af ETL pr\u00f3fum<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-56614\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/03\/checklist-uat-1024x683.jpeg\" alt=\"g\u00e1tlisti uat, pr\u00f3funart\u00e6ki fyrir vefforrit, sj\u00e1lfvirkni og fleira\" width=\"608\" height=\"405\"><\/p>\n<p>\u00dea\u00f0 eru margar mismunandi ger\u00f0ir af sta\u00f0festingu \u00ed ETL pr\u00f3funum. \u00deau eru notu\u00f0 vi\u00f0 mismunandi a\u00f0st\u00e6\u00f0ur og fyrir margv\u00edsleg markmi\u00f0. Vi\u00f0 skulum kanna tegundir ETL pr\u00f3fana og hvar og hven\u00e6r \u00fe\u00fa \u00e6ttir a\u00f0 nota \u00fe\u00e6r.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Stadfestingarprofun_upprunagagna\"><\/span><strong>1. Sta\u00f0festingarpr\u00f3fun upprunagagna<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Mikilvaegi\"><\/span><strong>Mikilv\u00e6gi:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Sta\u00f0festingarpr\u00f3fun upprunagagna tryggir a\u00f0 upprunag\u00f6gnin s\u00e9u v\u00f6ndu\u00f0 og samkv\u00e6m \u00e1\u00f0ur en \u00feau eru dregin \u00fat til umbreytingar.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"THad_sem_thad_athugar\"><\/span><strong>\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>Samr\u00e6mast g\u00f6gn vi\u00f0skiptareglum?<\/li>\n<li>Passa gagnager\u00f0ir og sni\u00f0 v\u00e6ntingar?<\/li>\n<li>Falla g\u00f6gn innan gildra marka?<\/li>\n<li>Eru n\u00fall e\u00f0a vantar gildi \u00e1 \u00f3v\u00e6ntum st\u00f6\u00f0um?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Uppruni_til_ad_mida_gagnaafstemmingarprofun\"><\/span><strong>2. Uppruni til a\u00f0 mi\u00f0a gagnaafstemmingarpr\u00f3fun<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Mikilvaegi-2\"><\/span><strong>Mikilv\u00e6gi:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u00deessi tegund pr\u00f3funar sta\u00f0festir hvort \u00f6ll g\u00f6gn fr\u00e1 tilteknum uppruna s\u00e9u dregin \u00fat, umbreytt og hla\u00f0in inn \u00ed markkerfi\u00f0.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"THad_sem_thad_athugar-2\"><\/span><strong>\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>T\u00fdndust g\u00f6gn \u00ed ETL ferlinu?<\/li>\n<li>Var g\u00f6gn afritu\u00f0 \u00ed ETL ferlinu?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Gagnaumbreytingarprofun\"><\/span><strong>3. Gagnaumbreytingarpr\u00f3fun<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Mikilvaegi-3\"><\/span><strong>Mikilv\u00e6gi:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Gagnabreytingar geta fali\u00f0 \u00ed s\u00e9r marga mismunandi hluti, eins og sni\u00f0breytingar, \u00fatreikninga, samans\u00f6fnun og svo framvegis. Gagnaumbreytingarpr\u00f3fun athugar hvort umbreytingarnar hafi gerst eins og til var \u00e6tlast.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"THad_sem_thad_athugar-3\"><\/span><strong>\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>Eru g\u00f6gnin eins og b\u00faist var vi\u00f0 eftir umbreytingar?<\/li>\n<li>Hefur vi\u00f0skiptar\u00f6kfr\u00e6\u00f0in veri\u00f0 innleidd \u00e1 r\u00e9ttan h\u00e1tt vi\u00f0 umbreytingar?<\/li>\n<li>Hafa \u00fatreikningar sem framkv\u00e6mdir voru vi\u00f0 umbreytingu gefi\u00f0 r\u00e9tta \u00fatkomu?<\/li>\n<\/ul>\n<p><strong> <\/strong><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Gagnaprofun\"><\/span><strong>4. Gagnapr\u00f3fun<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong> <\/strong><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Mikilvaegi-4\"><\/span><strong>Mikilv\u00e6gi:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Pr\u00f3far hvort lokag\u00f6gnin s\u00e9u \u00ed samr\u00e6mi vi\u00f0 vi\u00f0skiptakr\u00f6fur sem hafa veri\u00f0 umbreytt.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"THad_sem_thad_athugar-4\"><\/span><strong>\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>Er veri\u00f0 a\u00f0 uppfylla g\u00e6\u00f0asta\u00f0la gagna (\u00fe.e. n\u00e1kv\u00e6mni, heilleika)?<\/li>\n<li>Er veri\u00f0 a\u00f0 fara eftir vi\u00f0skiptareglum?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_ETL_tilvisunarheilleikaprofun\"><\/span><strong>5. ETL tilv\u00edsunarheilleikapr\u00f3fun<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Mikilvaegi-5\"><\/span><strong>Mikilv\u00e6gi:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Sta\u00f0festir a\u00f0 tengsl milli taflna \u00ed upprunag\u00f6gnunum hafi veri\u00f0 afritu\u00f0 \u00e1 tr\u00falegan h\u00e1tt \u00ed markg\u00f6gnunum.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"THad_sem_thad_athugar-5\"><\/span><strong>\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>Passa erlendir lyklar \u00ed g\u00f6gnunum vi\u00f0 samsvarandi a\u00f0allykla \u00feeirra?<\/li>\n<li>Er t\u00f6flusamb\u00f6ndum barna og foreldra vi\u00f0haldi\u00f0 eftir ETL?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Samthaettingarprof\"><\/span><strong>6. Sam\u00fe\u00e6ttingarpr\u00f3f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Mikilvaegi-6\"><\/span><strong>Mikilv\u00e6gi:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.zaptest.com\/is\/hvad-er-samthaettingarprof-djupt-kafa-i-gerdir-ferli-og-utfaerslu\">Sam\u00fe\u00e6ttingarpr\u00f3f<\/a> sannreyna hvort ETL ferli\u00f0 sam\u00fe\u00e6ttist og virki innan st\u00e6rra gagnavistkerfisins.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"THad_sem_thad_athugar-6\"><\/span><strong>\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>Virka gagnafl\u00e6\u00f0i fr\u00e1 enda til enda snur\u00f0ulaust?<\/li>\n<li>Hversu vel virkar ETL ferli\u00f0 vi\u00f0 \u00f6nnur kerfi, svo sem uppruna, skotmark e\u00f0a \u00f6nnur forrit sem rei\u00f0a sig \u00e1 g\u00f6gnin?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Frammistoduprofun\"><\/span><strong>7. Frammist\u00f6\u00f0upr\u00f3fun<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Mikilvaegi-7\"><\/span><strong>Mikilv\u00e6gi:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>ETL <a href=\"https:\/\/www.zaptest.com\/is\/hvad-er-frammistoduprof-djupt-kafa-i-tegundir-venjur-verkfaeri-askoranir-og-fleira\">frammist\u00f6\u00f0upr\u00f3f<\/a> metur hversu skilvirkt ETL ferli\u00f0 er \u00feegar \u00fea\u00f0 er \u00fevinga\u00f0, svo sem miki\u00f0 \u00e1lag.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"THad_sem_thad_athugar-7\"><\/span><strong>\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>Uppfyllir ETL vinnslut\u00edmi vi\u00f0skiptakr\u00f6fur e\u00f0a vi\u00f0mi\u00f0?<\/li>\n<li>Getur ETL ferli\u00f0 st\u00e6kka\u00f0 til a\u00f0 breg\u00f0ast vi\u00f0 auknu gagnamagni?<\/li>\n<li>Hefur ETL ferli\u00f0 einhverjar au\u00f0lindatakmarkanir e\u00f0a fl\u00f6skuh\u00e1lsa sem \u00fearf a\u00f0 breg\u00f0ast vi\u00f0?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Virkniprofun\"><\/span><strong>8. Virknipr\u00f3fun<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Mikilvaegi-8\"><\/span><strong>Mikilv\u00e6gi:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.zaptest.com\/is\/hvad-er-virkniprof-tegundir-daemi-gatlisti-og-framkvaemd\">Virknipr\u00f3fun<\/a> sannreynir hvort ETL ferli\u00f0 uppfyllir kr\u00f6fur verkefna fr\u00e1 sj\u00f3narh\u00f3li notandans.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"THad_sem_thad_athugar-8\"><\/span><strong>\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>Er framlei\u00f0sla \u00ed samr\u00e6mi vi\u00f0 uppgefnar kr\u00f6fur vi\u00f0skipta?<\/li>\n<li>Gera sk\u00fdrslur n\u00e1kv\u00e6mar ni\u00f0urst\u00f6\u00f0ur?<\/li>\n<li>S\u00fdna m\u00e6labor\u00f0 v\u00e6ntanleg g\u00f6gn?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Adhvarfsprof\"><\/span><strong>9. A\u00f0hvarfspr\u00f3f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Mikilvaegi-9\"><\/span><strong>Mikilv\u00e6gi:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>ETL ferlar eru mj\u00f6g fl\u00f3knir, me\u00f0 miki\u00f0 af innbyr\u00f0is tengdum g\u00f6gnum. Jafnvel litlar breytingar \u00e1 ferlinu geta haft \u00e1hrif \u00e1 framlei\u00f0slu vi\u00f0 upprunann. <a href=\"https:\/\/www.zaptest.com\/is\/hvad-er-adhvarfsprof-framkvaemd-verkfaeri-og-heildarleidbeiningar\">A\u00f0hvarfspr\u00f3f<\/a> er mikilv\u00e6gt til a\u00f0 bera kennsl \u00e1 \u00feessar \u00f3v\u00e6ntu ni\u00f0urst\u00f6\u00f0ur.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"THad_sem_thad_athugar-9\"><\/span><strong>\u00dea\u00f0 sem \u00fea\u00f0 athugar:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>Eru breytingar \u00e1 k\u00f3\u00f0a e\u00f0a undirliggjandi g\u00f6gnum skyndilega a\u00f0 valda ska\u00f0legum \u00e1hrifum?<\/li>\n<li>Hafa breytingar haft til\u00e6tlu\u00f0 \u00e1hrif til a\u00f0 b\u00e6ta ETL ferli\u00f0?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u00dea\u00f0 er athyglisvert a\u00f0 vi\u00f0 g\u00e6tum sett <a href=\"https:\/\/www.zaptest.com\/is\/hvad-er-einingaprofun-djupt-kafa-i-ferlid-kosti-askoranir-verkfaeri-og-fleira\">einingapr\u00f3f<\/a> \u00e1 \u00feessum lista. Hins vegar, \u00ed sta\u00f0inn, h\u00f6fum vi\u00f0 teki\u00f0 inn \u00fe\u00e1 hluta sem einingapr\u00f3fun myndi n\u00e1 yfir, svo sem Source Validation Testing, Source to Target Data Reciliation Testing, og svo framvegis.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"8_stig_ETL_profunar_med\"><\/span><strong>8 stig ETL pr\u00f3funar me\u00f0  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"8_radleggingar_serfraedinga_til_ad_na_arangri\"><\/span><strong>8 r\u00e1\u00f0leggingar s\u00e9rfr\u00e6\u00f0inga til a\u00f0 n\u00e1 \u00e1rangri<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"9b8f85\" data-has-transparency=\"false\" style=\"--dominant-color: #9b8f85;\" decoding=\"async\" class=\"aligncenter wp-image-71951 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/ZAP_Enterprise8-jpg.webp\" alt=\"8 stig ETL pr\u00f3funar me\u00f0 8 r\u00e1\u00f0leggingum s\u00e9rfr\u00e6\u00f0inga til a\u00f0 n\u00e1 \u00e1rangri\" width=\"351\" height=\"234\"><\/p>\n<p>Allt \u00ed lagi, n\u00fa \u00feegar \u00fe\u00fa skilur mismunandi ger\u00f0ir af sta\u00f0festingu \u00ed ETL pr\u00f3funum, \u00fe\u00e1 er kominn t\u00edmi til a\u00f0 setja \u00feetta allt saman. ETL pr\u00f3f eru venjulega framkv\u00e6md me\u00f0 fj\u00f6l\u00ferepa n\u00e1lgun, sem vi\u00f0 munum kynna h\u00e9r a\u00f0 ne\u00f0an.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Ad_safna_vidskiptakrofum\"><\/span><strong>#1. A\u00f0 safna vi\u00f0skiptakr\u00f6fum<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Fyrsta stig hvers pr\u00f3funarferlis felur \u00ed s\u00e9r a\u00f0 safna kr\u00f6fum. Pr\u00f3fendur ver\u00f0a a\u00f0 vera samm\u00e1la um hva\u00f0 ETL ferlinu er \u00e6tla\u00f0 a\u00f0 skila. Sumar spurningar sem \u00e6tti a\u00f0 svara \u00e1 \u00feessu frumstigi eru hlutir eins og:<\/p>\n<ul>\n<li>Hvernig ver\u00f0a g\u00f6gnin notu\u00f0?<\/li>\n<li>Hva\u00f0a \u00fattakssni\u00f0 er krafist?<\/li>\n<li>Hverjar eru frammist\u00f6\u00f0uv\u00e6ntingar?<\/li>\n<li>Hva\u00f0a regluger\u00f0ir, l\u00f6g e\u00f0a stefnur fyrirt\u00e6kisins gilda um notkun gagnanna?<\/li>\n<\/ul>\n<p><strong> <\/strong><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Abending_serfraedinga\"><\/span><strong>\u00c1bending s\u00e9rfr\u00e6\u00f0inga:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u00de\u00f3 a\u00f0 \u00fea\u00f0 s\u00e9 nau\u00f0syn a\u00f0 fylgja kr\u00f6fum \u00e6ttu ETL pr\u00f3farar a\u00f0 nota \u00feekkingu s\u00edna og s\u00e9rfr\u00e6\u00f0i\u00feekkingu til a\u00f0 leita fyrirbyggjandi a\u00f0 hugsanlegum vandam\u00e1lum, \u00f3samr\u00e6mi e\u00f0a villum snemma \u00ed ferlinu. \u00dea\u00f0 er miklu au\u00f0veldara og mun minna t\u00edmafrekt a\u00f0 greina og \u00fatr\u00fdma vandam\u00e1lum snemma.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Ad_bera_kennsl_a_og_stadfesta_gagnagjafa\"><\/span><strong>#2. A\u00f0 bera kennsl \u00e1 og sta\u00f0festa gagnagjafa<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ETL sn\u00fdst um a\u00f0 draga g\u00f6gn fr\u00e1 \u00f3l\u00edkum gagnaveitum, svo sem ERP e\u00f0a CRM verkf\u00e6ri, forritum, \u00f6\u00f0rum gagnagrunnum, t\u00f6flureiknum og svo framvegis. Pr\u00f3fendur ver\u00f0a a\u00f0 sta\u00f0festa a\u00f0 tilskilin g\u00f6gn s\u00e9u a\u00f0gengileg, s\u00e9u r\u00e9tt uppbygg\u00f0 og hafi n\u00e6g g\u00e6\u00f0i til a\u00f0 h\u00e6gt s\u00e9 a\u00f0 nota \u00feau eins og til er \u00e6tlast.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Abending_serfraedinga-2\"><\/span><strong>\u00c1bending s\u00e9rfr\u00e6\u00f0inga:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Upprunag\u00f6gn \u00ed raunverulegum kerfum eru venjulega s\u00f3\u00f0aleg. A\u00f0 b\u00faa til \u00edtarlegar sk\u00fdrslur um gagnasni\u00f0 er lykilatri\u00f0i \u00e1 \u00feessu stigi til a\u00f0 tryggja a\u00f0 \u00fe\u00fa au\u00f0kennir gildi sem vantar, sni\u00f0vandam\u00e1l, fr\u00e1vik og anna\u00f0 \u00f3samr\u00e6mi sem \u00fe\u00fa vilt halda fr\u00e1 umbreytingarr\u00f6kfr\u00e6\u00f0i ni\u00f0ur \u00ed l\u00ednu.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Skrifadu_profdaemi\"><\/span><strong>#3. Skrifa\u00f0u pr\u00f3fd\u00e6mi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Me\u00f0 vi\u00f0skiptakr\u00f6fur og gagnasni\u00f0ssk\u00fdrslur \u00ed h\u00f6ndunum er kominn t\u00edmi til a\u00f0 byggja upp pr\u00f3funartilvikin sem \u00fe\u00fa \u00fearft til a\u00f0 sannreyna ETL ferli\u00f0. Pr\u00f3funartilvik \u00e6ttu a\u00f0 innihalda virknipr\u00f3f, svo og br\u00fantilvik og \u00f6ll sv\u00e6\u00f0i sem \u00fe\u00fa hefur bent \u00e1 a\u00f0 s\u00e9u me\u00f0 mikla h\u00e6ttu \u00e1 bilun.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Abending_serfraedinga-3\"><\/span><strong>\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u00dea\u00f0 er gott a\u00f0 pr\u00f3fa stakar umbreytingar, en \u00fea\u00f0 er betra a\u00f0 byggja upp pr\u00f3funartilvik sem skilja hvernig g\u00f6gn hafa \u00e1hrif \u00feegar \u00feau eru send \u00ed gegnum alla ETL lei\u00f0sluna.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Framkvaemd_profdaema\"><\/span><strong>#4. Framkv\u00e6md pr\u00f3fd\u00e6ma<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>N\u00fa er kominn t\u00edmi til a\u00f0 beita pr\u00f3ftilvikunum \u00fe\u00ednum. Pr\u00f3fendur \u00e6ttu a\u00f0 gera sitt besta til a\u00f0 l\u00edkja eftir raunverulegum a\u00f0st\u00e6\u00f0um e\u00f0a, \u00fear sem h\u00e6gt er, nota raunverulegar a\u00f0st\u00e6\u00f0ur.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Abending_serfraedinga-4\"><\/span><strong>\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>ETL sj\u00e1lfvirknipr\u00f3funart\u00e6ki eru nau\u00f0synleg h\u00e9r. A\u00f0 geta framleitt samr\u00e6mdar og endurtakanlegar pr\u00f3fanir sparar mikinn t\u00edma og fyrirh\u00f6fn. \u00dea\u00f0 sem meira er, ETL pr\u00f3fun er st\u00f6\u00f0ug krafa \u00fear sem gagnaheimildir eru uppf\u00e6r\u00f0ar e\u00f0a breytingar eru ger\u00f0ar \u00e1 ETL ferlinu sj\u00e1lfu.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Budu_til_skyrslur\"><\/span><strong>#5. B\u00fa\u00f0u til sk\u00fdrslur<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u00deegar \u00fe\u00fa hefur framkv\u00e6mt pr\u00f3fin \u00fe\u00edn ver\u00f0ur \u00fe\u00fa a\u00f0 skjalfesta ni\u00f0urst\u00f6\u00f0ur \u00fe\u00ednar af tr\u00famennsku. Skr\u00e1\u00f0u ni\u00f0urst\u00f6\u00f0urnar \u00fe\u00ednar og haf\u00f0u me\u00f0:<\/p>\n<ul>\n<li>\u00c1rangur<\/li>\n<li>Mist\u00f6k<\/li>\n<li>Fr\u00e1vik fr\u00e1 v\u00e6ntingum<\/li>\n<li>Hva\u00f0a lagf\u00e6ringar e\u00f0a breytingar \u00fearf a\u00f0 gera<\/li>\n<\/ul>\n<p>\u00deessar sk\u00fdrslur munu gera miklu meira en bara sta\u00f0festa heilsu kerfisins \u00fe\u00edns. \u00deeir munu einnig veita \u00e1\u00e6tlun fyrir allar lagf\u00e6ringar sem \u00fe\u00fa \u00fearft a\u00f0 gera \u00e1 me\u00f0an \u00fe\u00fa gefur mikilv\u00e6gar uppl\u00fdsingar sem eru nau\u00f0synlegar til a\u00f0 h\u00e1marka ETL ferli\u00f0.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Abending_serfraedinga-5\"><\/span><strong>\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Sk\u00fdrslur eru fyrir alla, \u00fear \u00e1 me\u00f0al ekki t\u00e6knilega hagsmunaa\u00f0ila. Reyndu a\u00f0 draga \u00far hrognam\u00e1li og of t\u00e6knilegum hugt\u00f6kum og nota\u00f0u sj\u00f3nr\u00e6nar samantektir eins og l\u00ednurit, t\u00f6flur og fleira til a\u00f0 \u00fatsk\u00fdra ferli\u00f0.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Endurprofun_fyrir_galla_og_galla\"><\/span><strong>#6. Endurpr\u00f3fun fyrir galla og galla<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>N\u00e6st \u00fearftu a\u00f0 athuga hvort villur og gallar sem fundust vi\u00f0 framkv\u00e6md pr\u00f3funar hafi veri\u00f0 leystar. A\u00f0 auki \u00e6ttir \u00fe\u00fa a\u00f0 sta\u00f0festa a\u00f0 allar breytingar sem framkv\u00e6mdar hafa veri\u00f0 \u00ed \u00feessu ferli hafi ekki valdi\u00f0 n\u00fdjum vandam\u00e1lum.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Abending_serfraedinga-6\"><\/span><strong>\u00c1bending s\u00e9rfr\u00e6\u00f0inga:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>A\u00f0hvarfspr\u00f3fun skiptir sk\u00f6pum \u00e1 \u00feessu stigi vegna \u00feess a\u00f0 ETL ferli\u00f0 er fl\u00f3ki\u00f0 og samtengt. Ein lei\u00f0r\u00e9tting getur haft \u00ed f\u00f6r me\u00f0 s\u00e9r \u00f3viljandi og algj\u00f6rlega \u00f3v\u00e6ntar aflei\u00f0ingar \u00ed gegnum ETL ferli\u00f0.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Lokaskyrslur\"><\/span><strong>#7. Lokask\u00fdrslur<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Lokask\u00fdrslur veita n\u00e1kv\u00e6ma samantekt \u00e1 ETL pr\u00f3funarferlinu. Legg\u00f0u \u00e1herslu \u00e1 \u00e1rangursr\u00edka \u00fe\u00e6tti og hva\u00f0a sv\u00e6\u00f0i sem krefjast frekari vinnu. A\u00f0 lokum, skila\u00f0u heildard\u00f3mi um g\u00e6\u00f0i og \u00e1rei\u00f0anleika ETL gagna.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Abending_serfraedinga-7\"><\/span><strong>\u00c1bending s\u00e9rfr\u00e6\u00f0inga:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Lokask\u00fdrslan \u00fe\u00edn er ekki bara skr\u00e1ningarhald. Vel skrifa\u00f0ar og vel uppbygg\u00f0ar pr\u00f3funarsk\u00fdrslur ver\u00f0a hluti af framlei\u00f0sluskj\u00f6lunum og hj\u00e1lpa til vi\u00f0 a\u00f0 tryggja a\u00f0 ETL ferli\u00f0 s\u00e9 st\u00f6\u00f0ugt b\u00e6tt og f\u00ednstillt.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Ad_loka_skyrslunum\"><\/span><strong>#8. A\u00f0 loka sk\u00fdrslunum<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>A\u00f0 lokum, \u00feegar sk\u00fdrslurnar hafa veri\u00f0 afhentar og skili\u00f0 af \u00fdmsum vi\u00f0eigandi hagsmunaa\u00f0ilum, ver\u00f0ur a\u00f0 sam\u00feykkja \u00fe\u00e6r formlega. Sk\u00fdrslur \u00e6ttu a\u00f0 koma \u00e1 framf\u00e6ri sk\u00fdrri \u00e1\u00e6tlun um hva\u00f0a atri\u00f0i sem \u00fearf a\u00f0 leysa e\u00f0a frekari a\u00f0ger\u00f0ir sem \u00fearf a\u00f0 gr\u00edpa til.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Abending_serfraedinga-8\"><\/span><strong>\u00c1bending s\u00e9rfr\u00e6\u00f0inga:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u00de\u00f3 a\u00f0 loka sk\u00fdrslunum s\u00e9 sterkt merki um a\u00f0 ETL ferli\u00f0 hafi n\u00e1\u00f0 \u00e1s\u00e6ttanlegu stigi, \u00fe\u00e1 ver\u00f0ur \u00fe\u00fa a\u00f0 muna a\u00f0 \u00feetta verk er aldrei raunverulega gert. St\u00f6\u00f0ugar umb\u00e6tur og vi\u00f0br\u00f6g\u00f0 vi\u00f0 breytingum \u00e1 upprunag\u00f6gnum, v\u00e9lb\u00fana\u00f0i e\u00f0a jafnvel \u00fer\u00f3un vi\u00f0skiptareglna \u00fe\u00fd\u00f0ir a\u00f0 \u00f6ll sam\u00feykki er bara \u00e1fangi \u00ed \u00e1framhaldandi ferli.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Dragdu_ut_umbreytingaralagsprofanir\"><\/span><strong>Drag\u00f0u \u00fat umbreytingar\u00e1lagspr\u00f3fanir<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"3b474c\" data-has-transparency=\"false\" style=\"--dominant-color: #3b474c;\" decoding=\"async\" class=\"aligncenter wp-image-74945 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1024x683.webp\" alt=\"Boundary Value Analysis (BVA) - Tegundir, ferli, verkf\u00e6ri og fleira!\" width=\"389\" height=\"259\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2024\/01\/Boundary-Value-Analysis-BVA-Types-Process-Tools-More-jpeg.webp 1920w\" sizes=\"(max-width: 389px) 100vw, 389px\" \/><\/p>\n<p>Alhli\u00f0a ETL pr\u00f3funarferli er nau\u00f0synlegt fyrir teymi og v\u00f6rur sem treysta \u00e1 gagnagreiningu. Vi\u00f0 skulum sko\u00f0a \u00e1vinninginn sem \u00fe\u00fa getur opna\u00f0 \u00feegar \u00fe\u00fa skuldbindur \u00feig til ETL pr\u00f3funara\u00f0fer\u00f0ar.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Gagnanakvaemni_og_heidarleiki\"><\/span><strong>1. Gagnan\u00e1kv\u00e6mni og hei\u00f0arleiki<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Kjarnahugtak ETL l\u00f6ggildingar er a\u00f0 tryggja a\u00f0 \u00fe\u00fa f\u00e1ir hrein og \u00e1rei\u00f0anleg g\u00f6gn inn \u00ed gagnageymsluna \u00fe\u00edna. R\u00e9tt ETL pr\u00f3funara\u00f0fer\u00f0 \u00fe\u00fd\u00f0ir:<\/p>\n<ul>\n<li>\u00de\u00fa tapar ekki g\u00f6gnum me\u00f0an \u00e1 \u00fatdr\u00e6ttinum stendur<\/li>\n<li>Umbreytingar \u00fe\u00ednar innihalda engar villur<\/li>\n<li>G\u00f6gn komast \u00ed markkerfi\u00f0 eins og \u00fe\u00fa \u00e6tla\u00f0ir \u00fe\u00e9r.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Sparnadur_tima_og_peninga\"><\/span><strong>2. Sparna\u00f0ur t\u00edma og peninga<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ETL pr\u00f3fun \u00e1 gagnav\u00f6ruh\u00fasum er mikilv\u00e6g vegna \u00feess a\u00f0 h\u00fan greinir villur snemma. \u00dea\u00f0 er mun \u00e6skilegra a\u00f0 bera kennsl \u00e1 og \u00fatr\u00fdma gagnavandam\u00e1lum snemma en a\u00f0 laga vandam\u00e1l \u00feegar hesturinn er kominn \u00far hesth\u00fasinu. Samkv\u00e6mt Gartner <a href=\"https:\/\/www.gartner.com\/smarterwithgartner\/how-to-improve-your-data-quality\">kosta sl\u00e6m g\u00f6gn teymi a\u00f0 me\u00f0altali 13 millj\u00f3nir dollara \u00e1 hverju \u00e1ri<\/a> . Byrja\u00f0u ETL pr\u00f3f snemma og \u00fe\u00fa munt spara t\u00edma og peninga.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Frammistada\"><\/span><strong>3. Frammista\u00f0a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Sl\u00e6m ETL ferlar geta hindra\u00f0 gagnakerfin \u00fe\u00edn og dregi\u00f0 \u00far g\u00e6\u00f0um greiningar \u00feinna, sk\u00fdrsluger\u00f0ar og \u00e1kvar\u00f0anat\u00f6ku. Gott ETL pr\u00f3funarferli hj\u00e1lpar \u00fe\u00e9r a\u00f0 halda \u00fe\u00e9r \u00e1 r\u00e9ttri braut me\u00f0 \u00fev\u00ed a\u00f0 bera kennsl \u00e1 gagnafl\u00f6skuh\u00e1lsa og \u00f6nnur sv\u00e6\u00f0i sem \u00fearfnast \u00farb\u00f3ta.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Fylgni\"><\/span><strong>4. Fylgni<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u00dea\u00f0 eru strangar reglur um gagnastj\u00f3rnun fyrir fj\u00e1rm\u00e1lastofnanir og heilbrig\u00f0is\u00fej\u00f3nustua\u00f0ila. Misbrestur \u00e1 a\u00f0 me\u00f0h\u00f6ndla og hafa umsj\u00f3n me\u00f0 g\u00f6gnum \u00e1 r\u00e9ttan h\u00e1tt getur leitt til sviptingar leyfis e\u00f0a h\u00e1um sektum. ETL pr\u00f3fun hj\u00e1lpar til vi\u00f0 a\u00f0 tryggja a\u00f0 \u00fe\u00fa haldir \u00feig innan marka samr\u00e6mis og vernda vi\u00f0kv\u00e6mar uppl\u00fdsingar.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Betri_akvardanataka\"><\/span><strong>5. Betri \u00e1kvar\u00f0anataka<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u00dev\u00ed n\u00e1kv\u00e6mari og \u00e1rei\u00f0anlegri sem g\u00f6gnin \u00fe\u00edn eru, \u00fev\u00ed \u00f6ruggari getur \u00fe\u00fa veri\u00f0 um gagnadrifnar \u00e1kvar\u00f0anir. ETL pr\u00f3fun tryggir a\u00f0 \u00fe\u00fa getir treyst \u00e1 innihaldi\u00f0 \u00ed gagnageymslunni \u00fe\u00ednu til a\u00f0 skila inns\u00fdninni sem \u00fe\u00fa \u00fearft til a\u00f0 gera r\u00e9ttu skrefin.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Askoranir_i_tengslum_vid_ETL_prof\"><\/span><strong>\u00c1skoranir \u00ed tengslum vi\u00f0 ETL pr\u00f3f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-49778\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/01\/challenges-load-testing-1024x683-1.jpg\" alt=\"\u00e1skoranir-\u00e1lagspr\u00f3fun\" width=\"426\" height=\"284\"><\/p>\n<p>\u00dea\u00f0 er nau\u00f0synlegt a\u00f0 tryggja heilbrig\u00f0i gagnalei\u00f0slunnar \u00feinnar, en \u00fea\u00f0 fylgir nokkrum fl\u00f3knum. Vi\u00f0 skulum kanna \u00e1skoranirnar sem tengjast traustum ETL gagnag\u00e6\u00f0apr\u00f3fum.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Gagnamagn_og_margbreytileiki\"><\/span><strong>1. Gagnamagn og margbreytileiki<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Gott ETL pr\u00f3funarferli \u00fe\u00fd\u00f0ir a\u00f0 takast \u00e1 vi\u00f0 miki\u00f0 magn af mismunandi ger\u00f0um gagna, allt fr\u00e1 skipul\u00f6g\u00f0um til \u00f3skipul\u00f6g\u00f0. \u00deetta afbrig\u00f0i gagna getur flj\u00f3tt or\u00f0i\u00f0 fl\u00f3ki\u00f0 og erfitt a\u00f0 stj\u00f3rna.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Heimildakerfi_had\"><\/span><strong>2. Heimildakerfi h\u00e1\u00f0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Eins og vi\u00f0 h\u00f6fum l\u00fdst h\u00e9r a\u00f0 ofan sn\u00fdst ETL pr\u00f3fun um a\u00f0 tryggja sl\u00e9tta lei\u00f0slu fr\u00e1 uppruna til mi\u00f0a. Hins vegar eru g\u00e6\u00f0i framlei\u00f0slunnar mj\u00f6g h\u00e1\u00f0 g\u00e6\u00f0um inntaksins. Breytingar \u00e1 frum\u00fattaksskema, sni\u00f0i e\u00f0a g\u00e6\u00f0um geta valdi\u00f0 ETL pr\u00f3fum sem ekki er alltaf au\u00f0velt a\u00f0 greina.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Umbreytingarflaekjur\"><\/span><strong>3. Umbreytingarfl\u00e6kjur<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>A\u00f0 byggja upp r\u00f6kfr\u00e6\u00f0i fyrir umbreytingu gagna er s\u00e9rfr\u00e6\u00f0iverkefni. \u00dea\u00f0 er fl\u00f3ki\u00f0 a\u00f0 beita vi\u00f0skiptareglum og \u00fer\u00edfa e\u00f0a endursni\u00f0a g\u00f6gn og \u00fea\u00f0 er ekki alltaf au\u00f0velt a\u00f0 sannreyna g\u00e6\u00f0i \u00feessara umbreytinga.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Skiptakrofur\"><\/span><strong>4. Skiptakr\u00f6fur<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Allir pr\u00f3funara\u00f0ilar \u00feekkja s\u00e1rsaukann sem fylgir \u00f6rt vaxandi vi\u00f0skiptakr\u00f6fum. ETL ferli\u00f0 er kraftmiki\u00f0 r\u00fdmi og \u00fea\u00f0 er ETL pr\u00f3f l\u00edka. Eftir \u00fev\u00ed sem vi\u00f0skiptahlutverkum er uppf\u00e6rt og breytt ver\u00f0a pr\u00f3funara\u00f0ilar a\u00f0 a\u00f0laga pr\u00f3funartilvik og tryggja a\u00f0 frammista\u00f0a gagnagrunnsins s\u00e9 h\u00e1marki.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Takmarkanir_a_profum_umhverfi\"><\/span><strong>5. Takmarkanir \u00e1 pr\u00f3fum umhverfi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>A\u00f0 keyra framlei\u00f0sluumhverfi \u00ed fullri st\u00e6r\u00f0 fyrir ETL pr\u00f3f er fl\u00f3ki\u00f0 og d\u00fdrt. Hins vegar mun sm\u00e6rri pr\u00f3funarumhverfi ekki alltaf veita sanna sannpr\u00f3fun vegna \u00feess a\u00f0 \u00feau endurtaka ekki hvernig me\u00f0h\u00f6ndlun \u00e1 miklu gagnamagni getur leitt til fl\u00f6skuh\u00e1lsa \u00ed frammist\u00f6\u00f0u.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"ETL_rad_og_bestu_starfsvenjur\"><\/span><strong>ETL r\u00e1\u00f0 og bestu starfsvenjur<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-29236\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/07\/Software-testing-checklist-1024x681.jpeg\" alt=\"G\u00e1tlisti fyrir hugb\u00fana\u00f0arpr\u00f3fanir\" width=\"412\" height=\"274\"><\/p>\n<p>ETL pr\u00f3f tekur t\u00edma a\u00f0 n\u00e1 t\u00f6kum \u00e1. H\u00e9r eru nokkur r\u00e1\u00f0 til a\u00f0 hj\u00e1lpa \u00fe\u00e9r \u00e1 lei\u00f0inni.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Stodugar_profanir\"><\/span><strong>#1. St\u00f6\u00f0ugar pr\u00f3fanir<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ETL pr\u00f3f er ekki einhl\u00edtt. \u00dea\u00f0 er horfur til a\u00f0 tryggja g\u00e6\u00f0i gagna sem \u00fe\u00fa ver\u00f0ur a\u00f0 framkv\u00e6ma og fylgjast st\u00f6\u00f0ugt me\u00f0. ETL QA pr\u00f3fari er fullt starf hj\u00e1 fyrirt\u00e6kjum sem treysta \u00e1 vi\u00f0skiptagreindart\u00e6ki af \u00e1st\u00e6\u00f0u.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Enginn_ETL_profari_er_eyja\"><\/span><strong>#2. Enginn ETL pr\u00f3fari er eyja<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u00de\u00f3 ETL pr\u00f3fun taki svarta kassa n\u00e1lgun \u00e6ttu ETL QA verkfr\u00e6\u00f0ingar a\u00f0 vinna me\u00f0 hagsmunaa\u00f0ilum, gagnagrunnsstj\u00f3rnendum og \u00fer\u00f3unara\u00f0ilum sem byggja upp ETL r\u00f6kfr\u00e6\u00f0ina ef \u00feeir vilja hanna \u00fe\u00fd\u00f0ingarmikil pr\u00f3f sem sannreyna ETL ferli\u00f0.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Traust_skjol_eru_mikilvaeg\"><\/span><strong>#3. Traust skj\u00f6l eru mikilv\u00e6g.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Hlj\u00f3\u00f0 og \u00edtarleg skj\u00f6l, \u00fear \u00e1 me\u00f0al kortlagningar fr\u00e1 uppruna til mi\u00f0a og skr\u00e1 yfir gagna\u00e6tt, eru mikilv\u00e6g til a\u00f0 finna hvar villur \u00ed gagnalei\u00f0slunni hafa komi\u00f0 fram.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Gerdu_sjalfvirkan_eins_mikid_og_mogulegt_er\"><\/span><strong>#4. Ger\u00f0u sj\u00e1lfvirkan eins miki\u00f0 og m\u00f6gulegt er<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u00deetta er kannski mikilv\u00e6gasta atri\u00f0i\u00f0. Alhli\u00f0a ETL pr\u00f3f er au\u00f0lindafrekt. \u00dea\u00f0 er l\u00edka vi\u00f0varandi ferli, sem \u00fe\u00fd\u00f0ir a\u00f0 \u00fea\u00f0 krefst mikillar handvirkrar \u00e1reynslu me\u00f0 reglulegu millibili. Sem sl\u00edk eru ETL pr\u00f3f fullkomi\u00f0 starf fyrir pr\u00f3f sj\u00e1lfvirknihugb\u00fana\u00f0 og <a href=\"https:\/\/www.zaptest.com\/is\/heildarleidbeiningar-um-sjalfvirkni-velfaeraferla-rpa\">RPA verkf\u00e6ri.<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Bestu_ETL_sjalfvirkni_profunartaekin\"><\/span><strong>Bestu ETL sj\u00e1lfvirkni pr\u00f3funart\u00e6kin<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-59213\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-1024x655.jpg\" alt=\"ZAPTEST RPA + Test Automation f\u00f6runeyti\" width=\"1024\" height=\"655\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-980x627.jpg 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/05\/1-480x307.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<p>\u00dea\u00f0 \u00e6tti a\u00f0 vera lj\u00f3st n\u00fana a\u00f0 ETL sj\u00e1lfvirknipr\u00f3fun hefur verulegan kost fyrir pr\u00f3fteymi hva\u00f0 var\u00f0ar a\u00f0 f\u00e1 sem mest \u00fat \u00far au\u00f0lindum \u00fe\u00ednum.<\/p>\n<p>Sem betur fer eru nokkur g\u00e6\u00f0a ETL pr\u00f3funart\u00e6ki \u00e1 marka\u00f0num. Hvert t\u00f3l hefur s\u00edna kosti og galla, me\u00f0 eiginleikum og virkni sem mun henta mismunandi \u00fe\u00f6rfum.<\/p>\n<p>\u00c1kv\u00f6r\u00f0un um r\u00e9tta t\u00f3li\u00f0 fer eftir nokkrum mismunandi \u00fe\u00e1ttum, \u00fear \u00e1 me\u00f0al:<\/p>\n<ul>\n<li>Fl\u00f3ki\u00f0 ETL ferli og vi\u00f0skiptar\u00f6kfr\u00e6\u00f0i<\/li>\n<li>Magn gagna sem \u00fe\u00fa sendir<\/li>\n<li>Tilvist e\u00f0a sam\u00fej\u00f6ppun \u00f3m\u00f3ta\u00f0ra gagna \u00ed ETL ferlinu \u00fe\u00ednu<\/li>\n<li>T\u00e6knileg h\u00e6fni og kunn\u00e1tta pr\u00f3funara\u00f0ila \u00feinna<\/li>\n<li>Kostna\u00f0arh\u00e1marki\u00f0 \u00feitt.<\/li>\n<\/ul>\n<p>Vi\u00f0 skulum k\u00edkja \u00e1 5 bestu ETL pr\u00f3funart\u00e6kin.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_QuerySurge\"><\/span>#5. QuerySurge<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>QuerySurge er ETL pr\u00f3funarverkf\u00e6ri sem byggir \u00e1 \u00e1skrift me\u00f0 \u00e1herslu \u00e1 st\u00f6\u00f0ugar pr\u00f3fanir. \u00dea\u00f0 sty\u00f0ur uppruna- og markgagnagrunnssamsetningar, b\u00fd\u00f0ur upp \u00e1 sterka sj\u00e1lfvirknim\u00f6guleika og er sm\u00ed\u00f0a\u00f0 fyrir st\u00f3rar, fl\u00f3knar gagnageymslu\u00fearfir.<\/p>\n<p>Notendavi\u00f0m\u00f3ti\u00f0 er \u00e1n\u00e6gjulegt a\u00f0 nota og sk\u00fdrslugeta \u00feess er fr\u00e1b\u00e6r. Hins vegar hafa sumir notendur harma\u00f0 d\u00fdrt og \u00f3gegns\u00e6tt ver\u00f0lag QuerySurge, \u00e1 me\u00f0an a\u00f0rir hafa gagnr\u00fdnt skort \u00feess \u00e1 notendav\u00e6nni og bratta n\u00e1msferil fyrir \u00f3reynda notendur.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_iCEDQ\"><\/span>#4. iCEDQ<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>iCEDQ er g\u00e6\u00f0at\u00f3l fyrir gagnapr\u00f3fun og gagnag\u00e6\u00f0aeftirlit. \u00dea\u00f0 b\u00fd\u00f0ur upp \u00e1 reglubundi\u00f0 pr\u00f3f og \u00e1hugaver\u00f0a villugreiningu me\u00f0 ML a\u00f0sto\u00f0. M\u00e6ling, sk\u00fdrslur og sj\u00f3nr\u00e6ning hentar s\u00e9rstaklega vel fyrir iCEDQ, sem gerir \u00fea\u00f0 a\u00f0 g\u00f3\u00f0u t\u00e6ki fyrir fyrirt\u00e6ki me\u00f0 mikilv\u00e6gar gagnafylgni og regluger\u00f0ar\u00fearfir.<\/p>\n<p>Sem sagt, a\u00f0 innlei\u00f0a t\u00f3li\u00f0 \u00ed fl\u00f3ki\u00f0 ETL landslag er einn af \u00e1berandi g\u00f6llum iCEDQ. A\u00f0 auki er notendavi\u00f0m\u00f3ti\u00f0 frekar fl\u00f3ki\u00f0 og hentar ekki minna t\u00e6kniteymum.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Rett_gogn\"><\/span>#3. R\u00e9tt g\u00f6gn<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>RightData er notendav\u00e6nt t\u00f3l sem st\u00e1tar af sterkri getu \u00e1n k\u00f3\u00f0a fyrir b\u00e6\u00f0i ETL pr\u00f3f og gagnapr\u00f3fun. T\u00f3li\u00f0 er mj\u00f6g sveigjanlegt og virkar \u00e1 mismunandi gagnagrunna og sk\u00fdjagagnageymslur. Me\u00f0 \u00farvali af forsm\u00ed\u00f0u\u00f0um pr\u00f3funarsni\u00f0m\u00e1tum, fr\u00e1b\u00e6rum sj\u00f3nr\u00e6ningarm\u00f6guleikum og \u00f3a\u00f0finnanlegri sam\u00fe\u00e6ttingu vi\u00f0 verkfl\u00e6\u00f0isverkf\u00e6ri er lj\u00f3st hvers vegna RightData hefur n\u00e1\u00f0 vins\u00e6ldum \u00e1 undanf\u00f6rnum \u00e1rum.<\/p>\n<p>Hins vegar, \u00fe\u00f3 a\u00f0 RightData hafi marga eftirs\u00f3knarver\u00f0a eiginleika, getur \u00fea\u00f0 veri\u00f0 d\u00fdrt ef \u00fe\u00fa \u00fearft a\u00f0 pr\u00f3fa miki\u00f0 af ETL ferlum. \u00de\u00f3 a\u00f0 \u00fea\u00f0 s\u00e9 byggt \u00e1 \u00e1skrift, getur ver\u00f0 h\u00e6kka\u00f0 hratt me\u00f0 mikilli gagnanotkun og vi\u00f0b\u00f3tareiginleikum. \u00deegar bori\u00f0 er saman vi\u00f0 fyrirsj\u00e1anlegt flatt ver\u00f0l\u00edkan ZAPTEST og \u00f3takmarka\u00f0 leyfi, vir\u00f0ist n\u00e1lgun RightData refsa vaxandi e\u00f0a st\u00e6kkandi fyrirt\u00e6kjum.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Stort_EVAL\"><\/span>#2. St\u00f3rt EVAL<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>BiG EVAL er fr\u00e1b\u00e6r kostur fyrir fl\u00f3kin ETL kerfi og eldri v\u00f6ruh\u00fasa\u00fatf\u00e6rslur. \u00dea\u00f0 notar reglubundi\u00f0 gagnapr\u00f3fun og hefur \u00f6fluga gagnasni\u00f0sm\u00f6guleika, sem gerir \u00fea\u00f0 a\u00f0 g\u00f3\u00f0um vali fyrir ETL pr\u00f3f. BiG EVAL veitir notendum einnig fr\u00e1b\u00e6ra sj\u00e1lfvirknivalkosti til a\u00f0 hanna og t\u00edmasetja pr\u00f3fanir, og \u00feegar \u00fea\u00f0 er blanda\u00f0 saman vi\u00f0 fram\u00farskarandi sk\u00fdrsluger\u00f0ar- og sj\u00f3nr\u00e6na h\u00e6fileika, \u00fe\u00e1 er \u00fea\u00f0 me\u00f0 umfangsmestu verkf\u00e6rin fyrir ETL pr\u00f3f.<\/p>\n<p>Sem sagt, innlei\u00f0ing BiG EVAL er enn st\u00e6rra starf. \u00cd samanbur\u00f0i vi\u00f0 t\u00f3l \u00e1n k\u00f3\u00f0a eins og ZAPTEST getur vi\u00f0m\u00f3ti\u00f0 virst svol\u00edti\u00f0 gamalt. \u00dea\u00f0 er mikilv\u00e6gt a\u00f0 hafa \u00ed huga a\u00f0 ETL pr\u00f3fun er a\u00f0eins eitt af notkunartilfellum BiG EVAL, svo leyfisbundi\u00f0 ver\u00f0lagning \u00feess g\u00e6ti reynst ofvi\u00f0a fyrir sum teymi ef \u00fe\u00fa ert a\u00f0 borga fyrir eiginleika og a\u00f0ger\u00f0ir sem \u00fe\u00fa \u00fearft ekki n\u00e1kv\u00e6mlega.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_ZAPTEST_No1_val_fyrir_ETL_prof\"><\/span><strong>#1. ZAPTEST: No.1 val fyrir ETL pr\u00f3f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img alt=\"Software Testing Tools - Top 30 Best Software Testing Products on the Market in 2024\" data-dominant-color=\"e4e4e4\" data-has-transparency=\"false\" style=\"--dominant-color: #e4e4e4;\" alt=\"Software Testing Tools - Top 30 Best Software Testing Products on the Market in 2024\" decoding=\"async\" class=\"aligncenter size-full wp-image-72806 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/ZAPTEST-Script-Less-Introduction.gif\" alt=\"\" width=\"600\" height=\"337\"><\/p>\n<p>\u00de\u00f3 a\u00f0 <a href=\"https:\/\/www.zaptest.com\/is\">ZAPTEST<\/a> s\u00e9 ekki s\u00e9rstakt ETL pr\u00f3funart\u00e6ki, \u00fe\u00e1 b\u00fd\u00f0ur \u00fea\u00f0 upp \u00e1 sveigjanleika og sveigjanleika til a\u00f0 hj\u00e1lpa vi\u00f0 nokkur af \u00feeim verkefnum sem mynda \u00edtarlega ETL pr\u00f3funara\u00f0fer\u00f0.<\/p>\n<p>Eins og \u00fe\u00fa s\u00e9r\u00f0 \u00ed kaflanum Mismunandi ger\u00f0ir ETL pr\u00f3funar h\u00e9r a\u00f0 ofan, krefst pr\u00f3fun \u00e1 ETL ferlinu gagnapr\u00f3fun, sam\u00fe\u00e6ttingu, frammist\u00f6\u00f0u, virkni og a\u00f0hvarfspr\u00f3fun. ZAPTEST getur gert allt \u00feetta og meira til. Verkf\u00e6ri okkar <a href=\"https:\/\/www.zaptest.com\/is\/end-to-end-profun-kafadu-djupt-i-e2e-profunargerdir-ferli-nalganir-verkfaeri-og-fleira\">End-to-End pr\u00f3fun<\/a> og l\u00fdsigagnapr\u00f3funarm\u00f6guleikar eru lykileiginleikar til a\u00f0 tryggja a\u00f0 greiningar \u00fe\u00ednar og vi\u00f0skiptagreind s\u00e9u upp \u00e1 vi\u00f0 og tilb\u00fain til a\u00f0 skila \u00e1rangri og gildi.<\/p>\n<p>ZAPTEST kemur einnig me\u00f0 eitt <a href=\"https:\/\/www.zaptest.com\/is\/rpa-verkfaeri-topp-31-besti-velfaeraferlasjalfvirkni-hugbunadurinn-a-markadnum\">besta RPA t\u00f3li\u00f0 \u00e1 marka\u00f0num<\/a> . \u00cd tengslum vi\u00f0 ETL pr\u00f3fun getur RPA veitt alvarlegt gildi me\u00f0 \u00fev\u00ed a\u00f0 b\u00faa til raunh\u00e6f pr\u00f3funarg\u00f6gn, gera sj\u00e1lfvirk endurtekin handvirk verkefni og hj\u00e1lpa \u00fe\u00e9r a\u00f0 kynna st\u00f6\u00f0ugar pr\u00f3fanir sem \u00fe\u00fa \u00fearft fyrir grj\u00f3thar\u00f0 ETL ferli.<\/p>\n<p>Me\u00f0 k\u00f3\u00f0alausum m\u00f6guleikum ZAPTET, leifturhra\u00f0ri pr\u00f3funarger\u00f0 og \u00f3a\u00f0finnanlegri sam\u00fe\u00e6ttingu vi\u00f0 \u00f6nnur fyrirt\u00e6kisverkf\u00e6ri, er \u00feetta einhli\u00f0a b\u00fa\u00f0 fyrir sj\u00e1lfvirkar ETL-pr\u00f3fanir og margt, margt fleira.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Lokahugsanir\"><\/span><strong>Lokahugsanir<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img alt=\"\" alt=\"\" decoding=\"async\" class=\"aligncenter wp-image-6961\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2022\/04\/cropped-zt-icon.png\" alt=\"\" width=\"54\" height=\"54\"><\/p>\n<p>\u00datdr\u00e1ttarbreytingarpr\u00f3fun er eins og a\u00f0 koma \u00e1 f\u00f3t g\u00e6\u00f0aeftirlitsdeild fyrir gagnageymsluna \u00fe\u00edna. \u00dea\u00f0 sn\u00fdst ekki bara um hvort g\u00f6gn hafi veri\u00f0 flutt fr\u00e1 uppruna til skotmarks; \u00fea\u00f0 sn\u00fdst l\u00edka um a\u00f0 tryggja a\u00f0 \u00fea\u00f0 s\u00e9 komi\u00f0 heilt og eins og b\u00faist var vi\u00f0.<\/p>\n<p>\u00deegar \u00fea\u00f0 kemur a\u00f0 marr, ef \u00fe\u00fa ert me\u00f0 sl\u00e6m g\u00f6gn, munt \u00fe\u00fa \u00e1 endanum taka rangar \u00e1kvar\u00f0anir. R\u00e9tt ETL pr\u00f3f er fj\u00e1rfesting \u00ed heilleika alls gagnavistkerfisins \u00fe\u00edns. Hins vegar, fyrir m\u00f6rg fyrirt\u00e6ki, er t\u00edminn og kostna\u00f0urinn sem fylgir ETL pr\u00f3funum eitthva\u00f0 sem \u00feau eiga \u00ed erfi\u00f0leikum me\u00f0 a\u00f0 hafa efni \u00e1.<\/p>\n<p>Sj\u00e1lfvirkni ETL pr\u00f3funar hj\u00e1lpar \u00fe\u00e9r a\u00f0 pr\u00f3fa hra\u00f0ar og skilvirkari \u00e1 me\u00f0an \u00fe\u00fa sparar peninga til lengri t\u00edma liti\u00f0. Aukin pr\u00f3fumfang og a\u00f0hvarfspr\u00f3funargeta getur hj\u00e1lpa\u00f0 til vi\u00f0 a\u00f0 auka gagnaheilleika \u00fe\u00edna vegna \u00feess a\u00f0 \u00fe\u00fa getur pr\u00f3fa\u00f0 \u00e1 mun h\u00e6rri t\u00ed\u00f0ni en ef \u00fe\u00fa v\u00e6rir fastur \u00ed <a href=\"https:\/\/www.zaptest.com\/is\/handvirk-profun-hvad-er-thad-gerdir-ferlar-nalganir-verkfaeri-og-fleira\">handvirkum pr\u00f3fum.<\/a> <\/p>\n<p>\u00dea\u00f0 sem meira er, me\u00f0 \u00fev\u00ed a\u00f0 nota ETL sj\u00e1lfvirknipr\u00f3funart\u00e6ki dregur \u00far mannlegum mist\u00f6kum en losar um pr\u00f3fara fyrir skapandi e\u00f0a gildisdrifin verkefni. A\u00f0 taka <a href=\"https:\/\/www.zaptest.com\/is\/hvad-er-sjalfvirkni-prof-ekkert-hrognamal-einfold-leidarvisir\">sj\u00e1lfvirkni pr\u00f3funar<\/a> og <a href=\"https:\/\/www.zaptest.com\/rpa\">RPA verkf\u00e6ri<\/a> eins og ZAPTEST er ein \u00e1kv\u00f6r\u00f0un sem \u00fe\u00fa \u00fearft ekki a\u00f0 keyra \u00ed gegnum vi\u00f0skiptagreindarverkf\u00e6rin \u00fe\u00edn.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Extract Transform Load pr\u00f3fun &#8211; oftast nefnd ETL pr\u00f3f &#8211; er mikilv\u00e6gt t\u00e6ki \u00ed heimi n\u00fat\u00edma vi\u00f0skiptagreindar og gagnagreininga. Teymi ver\u00f0a a\u00f0 safna g\u00f6gnum fr\u00e1 \u00f3l\u00edkum a\u00f0ilum svo a\u00f0 \u00feau geti geymt \u00feau \u00ed gagnageymslum e\u00f0a undirb\u00fai\u00f0 \u00feau fyrir vi\u00f0skiptagreindart\u00e6ki s\u00edn til a\u00f0 a\u00f0sto\u00f0a vi\u00f0 v\u00f6ndu\u00f0 \u00e1kvar\u00f0anat\u00f6ku e\u00f0a inns\u00fdn. ETL pr\u00f3fun hj\u00e1lpar til vi\u00f0 a\u00f0 [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":77383,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"ETL pr\u00f3fun - Tegundir, ferli, n\u00e1lganir, verkf\u00e6ri og fleira!","_seopress_titles_desc":"Fr\u00e1 \u00fev\u00ed a\u00f0 skilja hva\u00f0 Extract-Transform-Load er, og 8 stig ETL pr\u00f3funar, til 8 r\u00e1\u00f0legginga s\u00e9rfr\u00e6\u00f0inga og bestu ETL verkf\u00e6rin, l\u00e6r\u00f0u allt sem \u00fe\u00fa \u00fearft a\u00f0 vita \u00e1 ETL.","_seopress_robots_index":"","_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","footnotes":"","beyondwords_generate_audio":"","beyondwords_integration_method":"","beyondwords_project_id":"","beyondwords_content_id":"","beyondwords_preview_token":"","beyondwords_player_content":"","beyondwords_player_style":"","beyondwords_language_code":"","beyondwords_language_id":"","beyondwords_title_voice_id":"","beyondwords_body_voice_id":"","beyondwords_summary_voice_id":"","beyondwords_error_message":"","beyondwords_disabled":"","beyondwords_delete_content":"","beyondwords_podcast_id":"","beyondwords_hash":"","publish_post_to_speechkit":"","speechkit_hash":"","speechkit_generate_audio":"","speechkit_project_id":"","speechkit_podcast_id":"","speechkit_error_message":"","speechkit_disabled":"","speechkit_access_key":"","speechkit_error":"","speechkit_info":"","speechkit_response":"","speechkit_retries":"","speechkit_status":"","speechkit_updated_at":"","_speechkit_link":"","_speechkit_text":""},"categories":[385],"tags":[],"class_list":{"0":"post-77335","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tegundir-hugbunadarprofa-is"},"acf":{"short_name":"ETL pr\u00f3f"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts\/77335","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/comments?post=77335"}],"version-history":[{"count":1,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts\/77335\/revisions"}],"predecessor-version":[{"id":77385,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/posts\/77335\/revisions\/77385"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/media\/77383"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/media?parent=77335"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/categories?post=77335"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/is\/wp-json\/wp\/v2\/tags?post=77335"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}