{"id":77314,"date":"2024-03-05T18:03:20","date_gmt":"2024-03-05T18:03:20","guid":{"rendered":"https:\/\/www.zaptest.com\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume"},"modified":"2024-03-05T21:11:36","modified_gmt":"2024-03-05T21:11:36","slug":"testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume","title":{"rendered":"Testimi ETL &#8211; Zhytje e thell\u00eb n\u00eb \u00e7far\u00eb \u00ebsht\u00eb, llojet, proceset, qasjet, mjetet dhe m\u00eb shum\u00eb!"},"content":{"rendered":"<p>Testimi i ngarkes\u00ebs s\u00eb ekstraktit t\u00eb transformimit &#8211; m\u00eb s\u00eb shpeshti i referuar si testimi ETL &#8211; \u00ebsht\u00eb nj\u00eb mjet kritik n\u00eb bot\u00ebn e inteligjenc\u00ebs moderne t\u00eb biznesit dhe analitik\u00ebs s\u00eb t\u00eb dh\u00ebnave.<\/p>\n<p>Ekipet duhet t\u00eb mbledhin t\u00eb dh\u00ebna nga burime t\u00eb ndryshme n\u00eb m\u00ebnyr\u00eb q\u00eb t&#8217;i ruajn\u00eb ato n\u00eb depo t\u00eb t\u00eb dh\u00ebnave ose t&#8217;i p\u00ebrgatisin p\u00ebr mjetet e tyre t\u00eb inteligjenc\u00ebs s\u00eb biznesit p\u00ebr t\u00eb ndihmuar n\u00eb vendimmarrje ose njohuri cil\u00ebsore. Testimi ETL ndihmon p\u00ebr t&#8217;u siguruar q\u00eb proceset, t\u00eb dh\u00ebnat dhe njohurit\u00eb jan\u00eb t\u00eb gatshme dhe t\u00eb gatshme p\u00ebr t\u00eb mb\u00ebshtetur biznesin.<\/p>\n<p>Le t\u00eb shqyrtojm\u00eb se \u00e7far\u00eb \u00ebsht\u00eb testimi i Ngarkes\u00ebs s\u00eb Transformimit t\u00eb Ekstraktit dhe si funksionon ai p\u00ebrpara se t\u00eb ndajm\u00eb disa nga qasjet dhe mjetet e ndryshme q\u00eb mund t\u00eb p\u00ebrdorni p\u00ebr testimin ETL.<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_eshte_Extract-Transform-Load\" >\u00c7far\u00eb \u00ebsht\u00eb 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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#dhe_si_funksionon\" >dhe si funksionon?<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#1_Ekstrakt\" >1. Ekstrakt:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#2_Transformoni\" >2. Transformoni:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#3_Ngarkimi\" >3. Ngarkimi:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_eshte_testimi_ETL\" >\u00c7far\u00eb \u00ebsht\u00eb testimi ETL?<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Si_transformohet_ekstrakti\" >Si transformohet ekstrakti<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#pune_testimi_i_ngarkeses\" >pun\u00eb testimi i ngarkes\u00ebs?<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#1_Ekstrakt-2\" >1. Ekstrakt<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#2_Transformoni-2\" >2. Transformoni<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#3_Ngarkese\" >3. Ngarkes\u00eb<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Lloje_te_ndryshme_te_testimit_ETL\" >Lloje t\u00eb ndryshme t\u00eb testimit ETL<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#1_Testimi_i_vlefshmerise_se_te_dhenave_burimore\" >1. Testimi i vlefshm\u00ebris\u00eb s\u00eb t\u00eb dh\u00ebnave burimore<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Rendesia\" >R\u00ebnd\u00ebsia:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_kontrollon\" >\u00c7far\u00eb kontrollon:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#2_Burimi_per_testimin_e_rakordimit_te_te_dhenave_te_synuara\" >2. Burimi p\u00ebr testimin e rakordimit t\u00eb t\u00eb dh\u00ebnave t\u00eb synuara<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Rendesia-2\" >R\u00ebnd\u00ebsia:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_kontrollon-2\" >\u00c7far\u00eb kontrollon:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#3_Testimi_i_Transformimit_te_te_Dhenave\" >3. Testimi i Transformimit t\u00eb t\u00eb Dh\u00ebnave<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Rendesia-3\" >R\u00ebnd\u00ebsia:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_kontrollon-3\" >\u00c7far\u00eb kontrollon:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#4_Testimi_i_Validimit_te_te_Dhenave\" >4. Testimi i Validimit t\u00eb t\u00eb Dh\u00ebnave<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Rendesia-4\" >R\u00ebnd\u00ebsia:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_kontrollon-4\" >\u00c7far\u00eb kontrollon:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#5_Testimi_i_integritetit_te_references_ETL\" >5. Testimi i integritetit t\u00eb referenc\u00ebs ETL<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Rendesia-5\" >R\u00ebnd\u00ebsia:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_kontrollon-5\" >\u00c7far\u00eb kontrollon:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#6_Testimi_i_Integrimit\" >6. Testimi i Integrimit<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Rendesia-6\" >R\u00ebnd\u00ebsia:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_kontrollon-6\" >\u00c7far\u00eb kontrollon:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#7_Testimi_i_performances\" >7. Testimi i performanc\u00ebs<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Rendesia-7\" >R\u00ebnd\u00ebsia:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_kontrollon-7\" >\u00c7far\u00eb kontrollon:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#8_Testimi_Funksional\" >8. Testimi Funksional<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Rendesia-8\" >R\u00ebnd\u00ebsia:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_kontrollon-8\" >\u00c7far\u00eb kontrollon:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#9_Testimi_i_regresionit\" >9. Testimi i regresionit<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Rendesia-9\" >R\u00ebnd\u00ebsia:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Cfare_kontrollon-9\" >\u00c7far\u00eb kontrollon:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#8_faza_te_testimit_ETL_me\" >8 faza t\u00eb testimit ETL me<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#8_keshilla_te_eksperteve_per_sukses\" >8 k\u00ebshilla t\u00eb ekspert\u00ebve p\u00ebr sukses<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#1_Mbledhja_e_kerkesave_te_biznesit\" >#1. Mbledhja e k\u00ebrkesave t\u00eb biznesit<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Keshille_e_eksperteve\" >K\u00ebshill\u00eb e ekspert\u00ebve:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#2_Identifikimi_dhe_vertetimi_i_burimeve_te_te_dhenave\" >#2. Identifikimi dhe v\u00ebrtetimi i burimeve t\u00eb t\u00eb dh\u00ebnave<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Keshille_e_eksperteve-2\" >K\u00ebshill\u00eb e ekspert\u00ebve:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#3_Shkruani_rastet_e_testimit\" >#3. Shkruani rastet e testimit<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Keshille_e_eksperteve-3\" >K\u00ebshill\u00eb e ekspert\u00ebve:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#4_Ekzekutimi_i_rasteve_te_testimit\" >#4. Ekzekutimi i rasteve t\u00eb testimit<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Keshille_e_eksperteve-4\" >K\u00ebshill\u00eb e ekspert\u00ebve:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#5_Gjeneroni_raporte\" >#5. Gjeneroni raporte<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Keshille_e_eksperteve-5\" >K\u00ebshill\u00eb e ekspert\u00ebve:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#6_Ri-testimi_per_defekte_dhe_defekte\" >#6. Ri-testimi p\u00ebr defekte dhe defekte<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Keshille_e_eksperteve-6\" >K\u00ebshill\u00eb e ekspert\u00ebve:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#7_Raportet_perfundimtare\" >#7. Raportet p\u00ebrfundimtare<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Keshille_e_eksperteve-7\" >K\u00ebshill\u00eb e ekspert\u00ebve:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#8_Mbyllja_e_raporteve\" >#8. Mbyllja e raporteve<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Keshille_e_eksperteve-8\" >K\u00ebshill\u00eb e ekspert\u00ebve:<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Ekstraktoni_perfitimet_e_testimit_te_ngarkeses_se_transformimit\" >Ekstraktoni p\u00ebrfitimet e testimit t\u00eb ngarkes\u00ebs s\u00eb transformimit<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#1_Saktesia_dhe_integriteti_i_te_dhenave\" >1. Sakt\u00ebsia dhe integriteti i t\u00eb dh\u00ebnave<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#2_Kursimi_i_kohes_dhe_parave\" >2. Kursimi i koh\u00ebs dhe parave<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#3_Performanca\" >3. Performanca<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#4_Pajtueshmeria\" >4. Pajtueshm\u00ebria<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#5_Vendimmarrja_me_e_mire\" >5. Vendimmarrja m\u00eb e mir\u00eb<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Sfidat_qe_lidhen_me_testimin_ETL\" >Sfidat q\u00eb lidhen me testimin ETL<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#1_Vellimi_dhe_kompleksiteti_i_te_dhenave\" >1. V\u00ebllimi dhe kompleksiteti i t\u00eb dh\u00ebnave<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#2_Varesia_e_sistemit_burimor\" >2. Var\u00ebsia e sistemit burimor<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#3_Kompleksitetet_e_transformimit\" >3. Kompleksitetet e transformimit<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#4_Kerkesat_e_zhvendosjes\" >4. K\u00ebrkesat e zhvendosjes<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#5_Kufizimet_e_mjedisit_te_testimit\" >5. Kufizimet e mjedisit t\u00eb testimit<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Keshilla_ETL_dhe_praktikat_me_te_mira\" >K\u00ebshilla ETL dhe praktikat m\u00eb t\u00eb mira<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#1_Testimi_i_vazhdueshem\" >#1. Testimi i vazhduesh\u00ebm<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#2_Asnje_testues_ETL_nuk_eshte_nje_ishull\" >#2. Asnj\u00eb testues ETL nuk \u00ebsht\u00eb nj\u00eb ishull<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#3_Dokumentacioni_i_forte_eshte_kritik\" >#3. Dokumentacioni i fort\u00eb \u00ebsht\u00eb kritik.<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#4_Automatizoni_sa_me_shume_qe_te_jete_e_mundur\" >#4. Automatizoni sa m\u00eb shum\u00eb q\u00eb t\u00eb jet\u00eb e mundur<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Mjetet_me_te_mira_te_testimit_te_automatizimit_ETL\" >Mjetet m\u00eb t\u00eb mira t\u00eb testimit t\u00eb automatizimit ETL<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#3_Te_Dhenat_e_Djathta\" >#3. T\u00eb Dh\u00ebnat e Djathta<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#2_EVAL_I_MADH\" >#2. EVAL I MADH<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#1_ZAPTEST_Zgjedhja_nr1_per_testimin_ETL\" >#1. ZAPTEST: Zgjedhja nr.1 p\u00ebr testimin ETL<\/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\/sq\/testimi-etl-zhytje-e-thelle-ne-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\/#Mendimet_e_fundit\" >Mendimet e fundit<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Cfare_eshte_Extract-Transform-Load\"><\/span><strong>\u00c7far\u00eb \u00ebsht\u00eb Extract-Transform-Load,  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"dhe_si_funksionon\"><\/span><strong>dhe si funksionon?<\/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=\"Testimi ETL - Zhytje e thell\u00eb n\u00eb \u00e7far\u00eb \u00ebsht\u00eb, llojet, proceset, qasjet, mjetet dhe m\u00eb shum\u00eb!\" 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) \u00ebsht\u00eb nj\u00eb koncept thelb\u00ebsor n\u00eb ruajtjen e t\u00eb dh\u00ebnave dhe analitik\u00ebn. N\u00eb fakt, ETL p\u00ebrshkruan procesin e mbledhjes s\u00eb t\u00eb dh\u00ebnave nga burime t\u00eb shumta dhe centralizimit t\u00eb tyre n\u00eb nj\u00eb depo t\u00eb dh\u00ebnash ose liqen t\u00eb dh\u00ebnash.<\/p>\n<p>Le ta zb\u00ebrthejm\u00eb procesin ETL n\u00eb pjes\u00ebt p\u00ebrb\u00ebr\u00ebse t\u00eb tij, n\u00eb m\u00ebnyr\u00eb q\u00eb ta kuptoni m\u00eb qart\u00eb.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Ekstrakt\"><\/span><strong>1. Ekstrakt:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>T\u00eb dh\u00ebnat nxirren nga burime t\u00eb ndryshme. K\u00ebto burime mund t\u00eb jen\u00eb nj\u00eb baz\u00eb t\u00eb dh\u00ebnash ekzistuese, nj\u00eb aplikacion ERP ose CRM, spreadsheets, sh\u00ebrbime n\u00eb internet ose skedar\u00eb t\u00eb ndrysh\u00ebm.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Transformoni\"><\/span><strong>2. Transformoni:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Pasi t\u00eb jen\u00eb nxjerr\u00eb t\u00eb dh\u00ebnat, duhet t&#8217;i transformoni ato n\u00eb m\u00ebnyr\u00eb q\u00eb t\u00eb jen\u00eb t\u00eb p\u00ebrshtatshme p\u00ebr ruajtje ose analiz\u00eb. Procesi mund t\u00eb p\u00ebrfshij\u00eb pastrimin dhe normalizimin e t\u00eb dh\u00ebnave dhe konvertimin e tyre n\u00eb nj\u00eb format t\u00eb p\u00ebrshtatsh\u00ebm.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Ngarkimi\"><\/span><strong>3. Ngarkimi:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Pjesa e fundit e procesit konsiston n\u00eb ngarkimin e t\u00eb dh\u00ebnave n\u00eb sistemin e synuar. Ky sistem i synuar mund t\u00eb jet\u00eb nj\u00eb depo e t\u00eb dh\u00ebnave, liqeni i t\u00eb dh\u00ebnave ose nj\u00eb depo tjet\u00ebr.<\/p>\n<p>&nbsp;<\/p>\n<p>Nd\u00ebrsa <a href=\"https:\/\/www.ibm.com\/topics\/etl\">ETL ka ekzistuar q\u00eb nga vitet 1970<\/a> , ajo ka marr\u00eb nj\u00eb r\u00ebnd\u00ebsi t\u00eb shtuar koh\u00ebt e fundit p\u00ebr shkak t\u00eb mb\u00ebshtetjes m\u00eb t\u00eb gjer\u00eb t\u00eb komuniteteve t\u00eb biznesit n\u00eb sistemet e bazuara n\u00eb cloud, t\u00eb dh\u00ebnat n\u00eb koh\u00eb reale, analitik\u00ebn dhe mjetet ML\/AI.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Cfare_eshte_testimi_ETL\"><\/span><strong>\u00c7far\u00eb \u00ebsht\u00eb testimi ETL?<\/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=\"Plani i testimit n\u00eb testimin e softuerit - \u00e7far\u00eb \u00ebsht\u00eb, llojet, procesi, qasjet, mjetet dhe m\u00eb shum\u00eb!\" 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>Testimi ETL \u00ebsht\u00eb nj\u00eb lloj testimi i p\u00ebrpunimit t\u00eb t\u00eb dh\u00ebnave q\u00eb verifikon q\u00eb t\u00eb dh\u00ebnat e mbledhura nga nj\u00eb burim jan\u00eb transmetuar me sakt\u00ebsi n\u00eb destinacionin e tyre. Si\u00e7 do t\u00eb lexoni m\u00eb lart, pasi t\u00eb dh\u00ebnat t\u00eb nxirren, ato duhet t\u00eb transformohen sipas k\u00ebrkesave t\u00eb biznesit. Ky transformim her\u00eb pas here mund t\u00eb \u00e7oj\u00eb n\u00eb probleme me t\u00eb dh\u00ebnat. Nj\u00eb qasje e testimit ETL ndihmon p\u00ebr t\u00eb siguruar q\u00eb t\u00eb dh\u00ebnat jan\u00eb t\u00eb besueshme dhe t\u00eb sakta.<\/p>\n<p>Testimi ETL \u00ebsht\u00eb nj\u00eb lloj <a href=\"https:\/\/www.zaptest.com\/sq\/testimi-i-kutise-se-zeze-cfare-eshte-llojet-procesi-qasjet-mjetet-dhe-me-shume\">testimi i kutis\u00eb s\u00eb zez\u00eb<\/a> sepse v\u00ebrteton procesin e shk\u00ebmbimit, transformimit dhe ngarkimit duke krahasuar hyrjet me daljet. N\u00eb fakt, ai fokusohet n\u00eb at\u00eb q\u00eb sistemi b\u00ebn n\u00eb p\u00ebrgjigje t\u00eb inputeve t\u00eb ndryshme dhe jo n\u00eb m\u00ebnyr\u00ebn se si i arrin ato rezultate. Megjithat\u00eb, n\u00eb situata t\u00eb caktuara, testuesit do t\u00eb shikojn\u00eb se \u00e7far\u00eb po ndodh brenda kutis\u00eb, ve\u00e7an\u00ebrisht kur ndodhin skenar\u00eb t\u00eb papritur.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Si_transformohet_ekstrakti\"><\/span><strong>Si transformohet ekstrakti  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"pune_testimi_i_ngarkeses\"><\/span><strong>pun\u00eb testimi i ngarkes\u00ebs?<\/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=\"testimi alfa vs testimi beta\" 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>M\u00ebnyra m\u00eb e leht\u00eb p\u00ebr t\u00eb shpjeguar se si funksionon testimi ETL \u00ebsht\u00eb ta ndani at\u00eb n\u00eb pjes\u00ebt p\u00ebrb\u00ebr\u00ebse t\u00eb tij: ekstraktoni, transformoni dhe ngarkoni. Nga atje, ju mund t\u00eb kuptoni element\u00ebt e ndrysh\u00ebm t\u00eb v\u00ebrtetimit ETL p\u00ebrpara se t&#8217;i zb\u00ebrthejm\u00eb fazat n\u00eb m\u00ebnyr\u00eb m\u00eb t\u00eb holl\u00ebsishme.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Ekstrakt-2\"><\/span><strong>1. Ekstrakt<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Testimi ETL v\u00ebrteton se t\u00eb dh\u00ebnat e nxjerra nga burimi jan\u00eb t\u00eb sakta dhe pa gabime. Ky proces p\u00ebrfshin kontrollimin e sakt\u00ebsis\u00eb s\u00eb vler\u00ebs baz\u00eb dhe sigurimin q\u00eb t\u00eb dh\u00ebnat jan\u00eb t\u00eb plota.<\/p>\n<p>Nj\u00eb pjes\u00eb tjet\u00ebr e procesit p\u00ebrfshin profilizimin e t\u00eb dh\u00ebnave. Ky proces konsiston n\u00eb m\u00ebnyr\u00eb efektive n\u00eb t\u00eb kuptuarit e struktur\u00ebs, p\u00ebrmbajtjes dhe cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave burimore. Ideja k\u00ebtu \u00ebsht\u00eb q\u00eb ju mund t\u00eb zbuloni \u00e7do anomali, mosp\u00ebrputhje ose \u00e7\u00ebshtje t\u00eb mundshme t\u00eb hart\u00ebs.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Transformoni-2\"><\/span><strong>2. Transformoni<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>Pjesa tjet\u00ebr e procesit eksploron respektimin e rrept\u00eb t\u00eb rregullave t\u00eb transformimit t\u00eb t\u00eb dh\u00ebnave. Nj\u00eb nga qasjet kryesore k\u00ebtu p\u00ebrfshin testimin e logjik\u00ebs s\u00eb transformimit kundrejt rregulloreve, ligjeve dhe rregullave t\u00eb tjera t\u00eb biznesit.<\/p>\n<p>Disa nga testet tipike k\u00ebtu p\u00ebrfshijn\u00eb kontrollimin n\u00ebse t\u00eb dh\u00ebnat konvertohen n\u00eb formatet e pritshme, n\u00ebse llogaritjet jan\u00eb t\u00eb sakta dhe verifikimin n\u00ebse k\u00ebrkimet lidhin element\u00ebt midis grupeve t\u00eb t\u00eb dh\u00ebnave.<\/p>\n<p>Cil\u00ebsia e t\u00eb dh\u00ebnave gjithashtu merret n\u00eb konsiderat\u00eb. Testuesit duhet t\u00eb gjejn\u00eb dhe heqin mosp\u00ebrputhjet dhe dublikatat e formatimit dhe t\u00eb zgjidhin \u00e7do t\u00eb dh\u00ebn\u00eb kontradiktore gjat\u00eb zbatimit t\u00eb proceseve t\u00eb pastrimit t\u00eb t\u00eb dh\u00ebnave.<\/p>\n<p>S\u00eb fundi, performanca e p\u00ebrgjithshme testohet gjithashtu p\u00ebr t\u00eb zbuluar se si procesi ETL ndikohet nga v\u00ebllime t\u00eb m\u00ebdha t\u00eb t\u00eb dh\u00ebnave.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Ngarkese\"><\/span><strong>3. Ngarkes\u00eb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p>S\u00eb fundi, kur t\u00eb dh\u00ebnat ngarkohen n\u00eb magazin\u00ebn e t\u00eb dh\u00ebnave, liqenin e t\u00eb dh\u00ebnave ose objektivin tjet\u00ebr p\u00ebrfundimtar, testuesit duhet t\u00eb verifikojn\u00eb n\u00ebse jan\u00eb t\u00eb plota, t\u00eb sakta dhe t\u00eb paraqitura n\u00eb formatin e duhur.<\/p>\n<p>Krahasimet kryhen p\u00ebr t\u00eb kontrolluar n\u00ebse asnj\u00eb e dh\u00ebn\u00eb nuk \u00ebsht\u00eb humbur ose korruptuar n\u00eb rrug\u00ebn midis burimit, zon\u00ebs s\u00eb sken\u00ebs dhe objektivave.<\/p>\n<p>S\u00eb fundi, gjurm\u00ebt e auditimit ekzaminohen p\u00ebr t\u00eb gjurmuar n\u00ebse procesi po ndjek \u00e7do ndryshim q\u00eb ndodh gjat\u00eb procesit ETL dhe p\u00ebr t\u00eb verifikuar n\u00ebse historia dhe meta t\u00eb dh\u00ebnat jan\u00eb t\u00eb pranishme.<\/p>\n<p>Ky seksion i m\u00ebsip\u00ebrm duhet t&#8217;ju jap\u00eb nj\u00eb mbik\u00ebqyrje baz\u00eb se si kryhen kontrollet e cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave ETL. Do t\u00eb vini re se testet ndodhin n\u00eb \u00e7do faz\u00eb t\u00eb transmetimit t\u00eb t\u00eb dh\u00ebnave, sepse \u00ebsht\u00eb m\u00ebnyra m\u00eb e mir\u00eb p\u00ebr t\u00eb identifikuar dhe zgjidhur \u00e7\u00ebshtje t\u00eb ve\u00e7anta.<\/p>\n<p>Sidoqoft\u00eb, p\u00ebr nj\u00eb kuptim m\u00eb t\u00eb thell\u00eb t\u00eb koncepteve t\u00eb testimit ETL, duhet t\u00eb eksploroni llojet e ndryshme t\u00eb testimit ETL dhe fazat ku ato zbatohen. Dy seksionet e m\u00ebposhtme do t&#8217;ju japin k\u00ebt\u00eb informacion dhe do t&#8217;ju ndihmojn\u00eb t\u00eb jepni pamjen e plot\u00eb q\u00eb ju nevojitet.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Lloje_te_ndryshme_te_testimit_ETL\"><\/span><strong>Lloje t\u00eb ndryshme t\u00eb testimit ETL<\/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=\"lista e kontrollit uat, mjetet e testimit t\u00eb aplikacioneve n\u00eb ueb, automatizimi dhe m\u00eb shum\u00eb\" width=\"608\" height=\"405\"><\/p>\n<p>Ka shum\u00eb lloje t\u00eb ndryshme t\u00eb v\u00ebrtetimit n\u00eb testimin ETL. Ato p\u00ebrdoren n\u00eb skenar\u00eb t\u00eb ndrysh\u00ebm dhe p\u00ebr nj\u00eb gam\u00eb t\u00eb gjer\u00eb q\u00ebllimesh. Le t\u00eb shqyrtojm\u00eb llojet e testimit ETL dhe ku dhe kur duhet t&#8217;i p\u00ebrdorni ato.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Testimi_i_vlefshmerise_se_te_dhenave_burimore\"><\/span><strong>1. Testimi i vlefshm\u00ebris\u00eb s\u00eb t\u00eb dh\u00ebnave burimore<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Rendesia\"><\/span><strong>R\u00ebnd\u00ebsia:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Testimi i vlefshm\u00ebris\u00eb s\u00eb t\u00eb dh\u00ebnave burimore siguron q\u00eb t\u00eb dh\u00ebnat burimore t\u00eb jen\u00eb me cil\u00ebsi t\u00eb lart\u00eb dhe t\u00eb q\u00ebndrueshme p\u00ebrpara se t\u00eb nxirren p\u00ebr transformim.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Cfare_kontrollon\"><\/span><strong>\u00c7far\u00eb kontrollon:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>A i p\u00ebrmbahen t\u00eb dh\u00ebnat rregullave t\u00eb biznesit?<\/li>\n<li>A p\u00ebrputhen llojet dhe formatet e t\u00eb dh\u00ebnave me pritjet?<\/li>\n<li>A bien t\u00eb dh\u00ebnat brenda intervaleve t\u00eb vlefshme?<\/li>\n<li>A ka vlera nule ose q\u00eb mungojn\u00eb n\u00eb vende t\u00eb papritura?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Burimi_per_testimin_e_rakordimit_te_te_dhenave_te_synuara\"><\/span><strong>2. Burimi p\u00ebr testimin e rakordimit t\u00eb t\u00eb dh\u00ebnave t\u00eb synuara<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Rendesia-2\"><\/span><strong>R\u00ebnd\u00ebsia:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Ky lloj testimi v\u00ebrteton n\u00ebse t\u00eb gjitha t\u00eb dh\u00ebnat nga nj\u00eb burim i caktuar nxirren, transformohen dhe ngarkohen n\u00eb sistemin e synuar.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Cfare_kontrollon-2\"><\/span><strong>\u00c7far\u00eb kontrollon:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>A humb\u00ebn t\u00eb dh\u00ebnat gjat\u00eb procesit ETL?<\/li>\n<li>A u dyfishuan t\u00eb dh\u00ebnat gjat\u00eb procesit ETL?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Testimi_i_Transformimit_te_te_Dhenave\"><\/span><strong>3. Testimi i Transformimit t\u00eb t\u00eb Dh\u00ebnave<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Rendesia-3\"><\/span><strong>R\u00ebnd\u00ebsia:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Transformimet e t\u00eb dh\u00ebnave mund t\u00eb p\u00ebrfshijn\u00eb shum\u00eb gj\u00ebra t\u00eb ndryshme, si ndryshimet e formatit, llogaritjet, grumbullimet, etj. Testimi i transformimit t\u00eb t\u00eb dh\u00ebnave kontrollon n\u00ebse transformimet kan\u00eb ndodhur sipas synimit.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Cfare_kontrollon-3\"><\/span><strong>\u00c7far\u00eb kontrollon:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>A jan\u00eb t\u00eb dh\u00ebnat si\u00e7 priten pas transformimeve?<\/li>\n<li>A \u00ebsht\u00eb zbatuar si\u00e7 duhet logjika e biznesit gjat\u00eb transformimeve?<\/li>\n<li>A kan\u00eb prodhuar llogaritjet e kryera gjat\u00eb transformimit rezultatin e duhur?<\/li>\n<\/ul>\n<p><strong> <\/strong><\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Testimi_i_Validimit_te_te_Dhenave\"><\/span><strong>4. Testimi i Validimit t\u00eb t\u00eb Dh\u00ebnave<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong> <\/strong><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Rendesia-4\"><\/span><strong>R\u00ebnd\u00ebsia:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Teston n\u00ebse t\u00eb dh\u00ebnat p\u00ebrfundimtare p\u00ebrputhen me k\u00ebrkesat e biznesit q\u00eb jan\u00eb transformuar.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Cfare_kontrollon-4\"><\/span><strong>\u00c7far\u00eb kontrollon:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>A jan\u00eb p\u00ebrmbushur standardet e cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave (p.sh., sakt\u00ebsia, plot\u00ebsia)?<\/li>\n<li>A ndiqen rregullat e biznesit?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Testimi_i_integritetit_te_references_ETL\"><\/span><strong>5. Testimi i integritetit t\u00eb referenc\u00ebs ETL<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Rendesia-5\"><\/span><strong>R\u00ebnd\u00ebsia:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>V\u00ebrteton q\u00eb marr\u00ebdh\u00ebniet nd\u00ebrmjet tabelave n\u00eb t\u00eb dh\u00ebnat burimore jan\u00eb riprodhuar besnik\u00ebrisht n\u00eb t\u00eb dh\u00ebnat e synuara.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Cfare_kontrollon-5\"><\/span><strong>\u00c7far\u00eb kontrollon:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>A p\u00ebrputhen \u00e7el\u00ebsat e huaj n\u00eb t\u00eb dh\u00ebna me \u00e7el\u00ebsat e tyre primar p\u00ebrkat\u00ebs?<\/li>\n<li>A mbahen marr\u00ebdh\u00ebniet e tabel\u00ebs s\u00eb f\u00ebmij\u00ebve dhe prind\u00ebrve pas ETL?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Testimi_i_Integrimit\"><\/span><strong>6. Testimi i Integrimit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Rendesia-6\"><\/span><strong>R\u00ebnd\u00ebsia:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.zaptest.com\/sq\/cfare-eshte-testimi-i-integrimit-zhytje-e-thelle-ne-llojet-procesin-dhe-zbatimin\">Testet e integrimit<\/a> v\u00ebrtetojn\u00eb n\u00ebse procesi ETL integrohet dhe funksionon brenda ekosistemit m\u00eb t\u00eb madh t\u00eb t\u00eb dh\u00ebnave.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Cfare_kontrollon-6\"><\/span><strong>\u00c7far\u00eb kontrollon:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>A funksionojn\u00eb pa probleme rrjedhat e t\u00eb dh\u00ebnave nga fundi n\u00eb fund?<\/li>\n<li>Sa mir\u00eb nd\u00ebrvepron procesi ETL me sistemet e tjera, t\u00eb tilla si burimi, objektivi ose aplikacione t\u00eb tjera n\u00eb rrjedh\u00ebn e poshtme q\u00eb mb\u00ebshteten n\u00eb t\u00eb dh\u00ebnat?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Testimi_i_performances\"><\/span><strong>7. Testimi i performanc\u00ebs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Rendesia-7\"><\/span><strong>R\u00ebnd\u00ebsia:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.zaptest.com\/sq\/cfare-eshte-testimi-i-performances-zhytni-thelle-ne-llojet-praktikat-mjetet-sfidat-dhe-me-shume\">Testimi i performanc\u00ebs<\/a> ETL vler\u00ebson se sa efikas \u00ebsht\u00eb procesi ETL kur vihet n\u00ebn presion, si\u00e7 \u00ebsht\u00eb ngarkesa e r\u00ebnd\u00eb.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Cfare_kontrollon-7\"><\/span><strong>\u00c7far\u00eb kontrollon:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>A i plot\u00ebson koha e p\u00ebrpunimit ETL k\u00ebrkesat ose standardet e biznesit?<\/li>\n<li>A mund t\u00eb shkall\u00ebzohet procesi ETL n\u00eb p\u00ebrgjigje t\u00eb rritjes s\u00eb v\u00ebllimeve t\u00eb t\u00eb dh\u00ebnave?<\/li>\n<li>A ka procesi ETL ndonj\u00eb kufizim burimi ose penges\u00eb q\u00eb duhet t\u00eb adresohet?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Testimi_Funksional\"><\/span><strong>8. Testimi Funksional<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Rendesia-8\"><\/span><strong>R\u00ebnd\u00ebsia:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.zaptest.com\/sq\/cfare-eshte-testimi-funksional-llojet-shembujt-lista-e-kontrollit-dhe-zbatimi\">Testimi funksional<\/a> v\u00ebrteton n\u00ebse procesi ETL plot\u00ebson k\u00ebrkesat e projektit nga k\u00ebndv\u00ebshtrimi i p\u00ebrdoruesit.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Cfare_kontrollon-8\"><\/span><strong>\u00c7far\u00eb kontrollon:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>A p\u00ebrputhen rezultatet me k\u00ebrkesat e deklaruara t\u00eb biznesit?<\/li>\n<li>A gjenerojn\u00eb raportet rezultate t\u00eb sakta?<\/li>\n<li>A shfaqin panelet e kontrollit t\u00eb dh\u00ebnat e pritshme?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Testimi_i_regresionit\"><\/span><strong>9. Testimi i regresionit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Rendesia-9\"><\/span><strong>R\u00ebnd\u00ebsia:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Proceset ETL jan\u00eb shum\u00eb komplekse, me shum\u00eb t\u00eb dh\u00ebna t\u00eb nd\u00ebrlidhura. Edhe ndryshimet e vogla n\u00eb proces mund t\u00eb ndikojn\u00eb n\u00eb daljen n\u00eb burim. <a href=\"https:\/\/www.zaptest.com\/sq\/cfare-eshte-testimi-i-regresionit-implementimi-mjetet-dhe-udhezuesi-i-komplet\">Testimi i regresionit<\/a> \u00ebsht\u00eb jetik p\u00ebr identifikimin e k\u00ebtyre rezultateve t\u00eb papritura.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Cfare_kontrollon-9\"><\/span><strong>\u00c7far\u00eb kontrollon:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li>A po shkaktojn\u00eb papritur efekte negative ndryshimet n\u00eb kod ose t\u00eb dh\u00ebna themelore?<\/li>\n<li>A kan\u00eb pasur ndryshimet efektin e d\u00ebshiruar n\u00eb p\u00ebrmir\u00ebsimin e procesit ETL?<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Vlen t\u00eb p\u00ebrmendet se ne mund t\u00eb p\u00ebrfshijm\u00eb <a href=\"https:\/\/www.zaptest.com\/sq\/cfare-eshte-testimi-i-njesise-zhytje-thelle-ne-procesin-perfitimet-sfidat-mjetet-dhe-me-shume\">Testimin e Nj\u00ebsive<\/a> n\u00eb k\u00ebt\u00eb list\u00eb. Megjithat\u00eb, n\u00eb vend t\u00eb k\u00ebsaj, ne kemi p\u00ebrfshir\u00eb pjes\u00ebt p\u00ebrb\u00ebr\u00ebse q\u00eb do t\u00eb mbulonte Testimi i nj\u00ebsis\u00eb, t\u00eb tilla si Testimi i Validimit t\u00eb Burimit, Testimi i pajtimit t\u00eb t\u00eb dh\u00ebnave nga burimi n\u00eb objektiv, etj.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"8_faza_te_testimit_ETL_me\"><\/span><strong>8 faza t\u00eb testimit ETL me  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"8_keshilla_te_eksperteve_per_sukses\"><\/span><strong>8 k\u00ebshilla t\u00eb ekspert\u00ebve p\u00ebr sukses<\/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 faza t\u00eb testimit ETL me 8 k\u00ebshilla ekspert\u00ebsh p\u00ebr sukses\" width=\"351\" height=\"234\"><\/p>\n<p>OK, tani q\u00eb i kuptoni llojet e ndryshme t\u00eb vlefshm\u00ebris\u00eb n\u00eb testimin ETL, \u00ebsht\u00eb koha p\u00ebr t&#8217;i bashkuar t\u00eb gjitha. Testimi ETL kryhet zakonisht me nj\u00eb qasje shum\u00ebfazore, t\u00eb cil\u00ebn do ta paraqesim m\u00eb posht\u00eb.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Mbledhja_e_kerkesave_te_biznesit\"><\/span><strong>#1. Mbledhja e k\u00ebrkesave t\u00eb biznesit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Faza e par\u00eb e \u00e7do procesi testimi p\u00ebrfshin mbledhjen e k\u00ebrkesave. Testuesit duhet t\u00eb ken\u00eb nj\u00eb konsensus p\u00ebr at\u00eb q\u00eb procesi ETL synon t\u00eb jap\u00eb. Disa pyetje q\u00eb duhet t\u00eb marrin p\u00ebrgjigje n\u00eb k\u00ebt\u00eb faz\u00eb t\u00eb hershme jan\u00eb gj\u00ebra t\u00eb tilla si:<\/p>\n<ul>\n<li>Si do t\u00eb p\u00ebrdoren t\u00eb dh\u00ebnat?<\/li>\n<li>Cilat formate dal\u00ebse k\u00ebrkohen?<\/li>\n<li>Cilat jan\u00eb pritshm\u00ebrit\u00eb e performanc\u00ebs?<\/li>\n<li>Cilat rregullore, ligje ose politika t\u00eb kompanis\u00eb rregullojn\u00eb p\u00ebrdorimin e t\u00eb dh\u00ebnave?<\/li>\n<\/ul>\n<p><strong> <\/strong><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Keshille_e_eksperteve\"><\/span><strong>K\u00ebshill\u00eb e ekspert\u00ebve:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Nd\u00ebrsa respektimi i k\u00ebrkesave \u00ebsht\u00eb nj\u00eb domosdoshm\u00ebri, testuesit ETL duhet t\u00eb p\u00ebrdorin njohurit\u00eb dhe ekspertiz\u00ebn e tyre p\u00ebr t\u00eb k\u00ebrkuar n\u00eb m\u00ebnyr\u00eb proaktive p\u00ebr \u00e7\u00ebshtje t\u00eb mundshme, mosp\u00ebrputhje ose gabime n\u00eb fillim t\u00eb procesit. \u00cbsht\u00eb shum\u00eb m\u00eb e leht\u00eb dhe shum\u00eb m\u00eb pak koh\u00eb p\u00ebr t\u00eb identifikuar dhe eliminuar problemet her\u00ebt.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Identifikimi_dhe_vertetimi_i_burimeve_te_te_dhenave\"><\/span><strong>#2. Identifikimi dhe v\u00ebrtetimi i burimeve t\u00eb t\u00eb dh\u00ebnave<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>ETL ka t\u00eb b\u00ebj\u00eb me t\u00ebrheqjen e t\u00eb dh\u00ebnave nga burime t\u00eb ndryshme t\u00eb t\u00eb dh\u00ebnave, t\u00eb tilla si mjetet ERP ose CRM, aplikacionet, bazat e t\u00eb dh\u00ebnave t\u00eb tjera, spreadsheets, etj. Testuesit duhet t\u00eb konfirmojn\u00eb q\u00eb t\u00eb dh\u00ebnat e k\u00ebrkuara jan\u00eb t\u00eb aksesueshme, jan\u00eb t\u00eb strukturuara n\u00eb m\u00ebnyr\u00eb korrekte dhe kan\u00eb cil\u00ebsi t\u00eb mjaftueshme p\u00ebr t&#8217;u p\u00ebrdorur si\u00e7 synohet.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Keshille_e_eksperteve-2\"><\/span><strong>K\u00ebshill\u00eb e ekspert\u00ebve:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>T\u00eb dh\u00ebnat burimore n\u00eb sistemet e bot\u00ebs reale jan\u00eb zakonisht t\u00eb \u00e7rregullta. Prodhimi i raporteve t\u00eb plota t\u00eb profilizimit t\u00eb t\u00eb dh\u00ebnave \u00ebsht\u00eb thelb\u00ebsor n\u00eb k\u00ebt\u00eb faz\u00eb p\u00ebr t&#8217;u siguruar q\u00eb ju t\u00eb identifikoni vlerat q\u00eb mungojn\u00eb, \u00e7\u00ebshtjet e formatit, anomalit\u00eb dhe mosp\u00ebrputhjet e tjera q\u00eb d\u00ebshironi t&#8217;i mbani jasht\u00eb logjik\u00ebs s\u00eb transformimit.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Shkruani_rastet_e_testimit\"><\/span><strong>#3. Shkruani rastet e testimit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Me k\u00ebrkesat e biznesit dhe raportet e profilizimit t\u00eb t\u00eb dh\u00ebnave n\u00eb dor\u00eb, \u00ebsht\u00eb koha p\u00ebr t\u00eb nd\u00ebrtuar rastet e testimit q\u00eb ju nevojiten p\u00ebr t\u00eb verifikuar procesin ETL. Rastet e prov\u00ebs duhet t\u00eb p\u00ebrfshijn\u00eb teste funksionale, si dhe rastet e skajeve dhe \u00e7do zon\u00eb q\u00eb keni identifikuar si mbart\u00ebse t\u00eb nj\u00eb rreziku t\u00eb lart\u00eb d\u00ebshtimi.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Keshille_e_eksperteve-3\"><\/span><strong>K\u00ebshill\u00eb e ekspert\u00ebve:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Testimi i transformimeve t\u00eb vetme \u00ebsht\u00eb i mir\u00eb, por nd\u00ebrtimi i rasteve t\u00eb testimit q\u00eb kuptojn\u00eb se si ndikohen t\u00eb dh\u00ebnat pasi ato transmetohen p\u00ebrmes t\u00eb gjith\u00eb tubacionit ETL \u00ebsht\u00eb m\u00eb i mir\u00eb.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Ekzekutimi_i_rasteve_te_testimit\"><\/span><strong>#4. Ekzekutimi i rasteve t\u00eb testimit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Tani \u00ebsht\u00eb koha p\u00ebr t\u00eb aplikuar rastet tuaja t\u00eb testimit. Testuesit duhet t\u00eb b\u00ebjn\u00eb \u00e7mos p\u00ebr t\u00eb simuluar kushtet reale ose, kur \u00ebsht\u00eb e mundur, t\u00eb p\u00ebrdorin kushte reale.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Keshille_e_eksperteve-4\"><\/span><strong>K\u00ebshill\u00eb e ekspert\u00ebve:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Mjetet e testimit t\u00eb automatizimit ETL jan\u00eb thelb\u00ebsore k\u00ebtu. T\u00eb jesh n\u00eb gjendje t\u00eb prodhosh teste t\u00eb q\u00ebndrueshme dhe t\u00eb riprodhueshme kursen nj\u00eb sasi t\u00eb madhe kohe dhe p\u00ebrpjekje. P\u00ebr m\u00eb tep\u00ebr, testimi ETL \u00ebsht\u00eb nj\u00eb k\u00ebrkes\u00eb e vazhdueshme pasi burimet e t\u00eb dh\u00ebnave p\u00ebrdit\u00ebsohen ose b\u00ebhen ndryshime n\u00eb vet\u00eb procesin ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Gjeneroni_raporte\"><\/span><strong>#5. Gjeneroni raporte<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Pasi t\u00eb keni kryer testet tuaja, duhet t\u00eb dokumentoni me besnik\u00ebri gjetjet tuaja. Sh\u00ebnoni rezultatet tuaja dhe p\u00ebrfshini:<\/p>\n<ul>\n<li>Sukseset<\/li>\n<li>D\u00ebshtimet<\/li>\n<li>Devijimet nga pritja<\/li>\n<li>\u00c7far\u00eb rregullimesh apo ndryshimesh duhen b\u00ebr\u00eb<\/li>\n<\/ul>\n<p>K\u00ebto raporte do t\u00eb b\u00ebjn\u00eb shum\u00eb m\u00eb tep\u00ebr sesa thjesht t\u00eb konfirmojn\u00eb sh\u00ebndetin e sistemit tuaj. Ata gjithashtu do t\u00eb ofrojn\u00eb orarin p\u00ebr \u00e7do rregullim q\u00eb duhet t\u00eb b\u00ebni, nd\u00ebrkoh\u00eb q\u00eb ofrojn\u00eb informacion jetik q\u00eb k\u00ebrkohet p\u00ebr t\u00eb optimizuar procesin ETL.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Keshille_e_eksperteve-5\"><\/span><strong>K\u00ebshill\u00eb e ekspert\u00ebve:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Raportet jan\u00eb p\u00ebr t\u00eb gjith\u00eb, duke p\u00ebrfshir\u00eb pal\u00ebt e interesuara jo-teknike. P\u00ebrpiquni t\u00eb reduktoni zhargonin dhe konceptet tep\u00ebr teknike dhe p\u00ebrdorni p\u00ebrmbledhje vizuale si grafik\u00ebt, grafik\u00ebt dhe m\u00eb shum\u00eb p\u00ebr t\u00eb shpjeguar procesin.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Ri-testimi_per_defekte_dhe_defekte\"><\/span><strong>#6. Ri-testimi p\u00ebr defekte dhe defekte<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>M\u00eb pas, duhet t\u00eb kontrolloni n\u00ebse gabimet dhe defektet e zbuluara gjat\u00eb ekzekutimit t\u00eb testit jan\u00eb zgjidhur. P\u00ebr m\u00eb tep\u00ebr, duhet t\u00eb konfirmoni se \u00e7do ndryshim i zbatuar gjat\u00eb k\u00ebtij procesi nuk ka shkaktuar probleme t\u00eb reja.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Keshille_e_eksperteve-6\"><\/span><strong>K\u00ebshill\u00eb e ekspert\u00ebve:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Testimi i regresionit \u00ebsht\u00eb vendimtar n\u00eb k\u00ebt\u00eb faz\u00eb sepse procesi ETL \u00ebsht\u00eb kompleks dhe i nd\u00ebrlidhur. Nj\u00eb rregullim mund t\u00eb rezultoj\u00eb n\u00eb pasoja t\u00eb paq\u00ebllimta dhe krejt\u00ebsisht t\u00eb papritura n\u00eb t\u00eb gjith\u00eb procesin ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Raportet_perfundimtare\"><\/span><strong>#7. Raportet p\u00ebrfundimtare<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Raportet p\u00ebrfundimtare ofrojn\u00eb nj\u00eb p\u00ebrmbledhje t\u00eb detajuar t\u00eb procesit t\u00eb testimit ETL. Theksoni fushat e suksesit dhe \u00e7do fush\u00eb q\u00eb k\u00ebrkon pun\u00eb t\u00eb m\u00ebtejshme. S\u00eb fundi, jepni nj\u00eb verdikt t\u00eb p\u00ebrgjithsh\u00ebm mbi cil\u00ebsin\u00eb dhe besueshm\u00ebrin\u00eb e t\u00eb dh\u00ebnave ETL.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Keshille_e_eksperteve-7\"><\/span><strong>K\u00ebshill\u00eb e ekspert\u00ebve:  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Raporti juaj p\u00ebrfundimtar nuk \u00ebsht\u00eb vet\u00ebm mbajtja e sh\u00ebnimeve. Raportet e testimit t\u00eb shkruara mir\u00eb dhe t\u00eb strukturuara mir\u00eb do t\u00eb b\u00ebhen pjes\u00eb e dokumentacionit t\u00eb prodhimit dhe do t\u00eb ndihmojn\u00eb q\u00eb procesi ETL t\u00eb p\u00ebrmir\u00ebsohet dhe optimizohet vazhdimisht.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Mbyllja_e_raporteve\"><\/span><strong>#8. Mbyllja e raporteve<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>S\u00eb fundi, pasi raportet t\u00eb jen\u00eb dor\u00ebzuar dhe kuptuar nga pal\u00ebt e ndryshme t\u00eb interesuara, ato duhet t\u00eb pranohen zyrtarisht. Raportet duhet t\u00eb komunikojn\u00eb nj\u00eb plan t\u00eb qart\u00eb p\u00ebr \u00e7do \u00e7\u00ebshtje q\u00eb duhet t\u00eb zgjidhet ose veprime t\u00eb m\u00ebtejshme q\u00eb duhet t\u00eb nd\u00ebrmerren.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Keshille_e_eksperteve-8\"><\/span><strong>K\u00ebshill\u00eb e ekspert\u00ebve:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Nd\u00ebrsa mbyllja e raporteve \u00ebsht\u00eb nj\u00eb shenj\u00eb e fort\u00eb se procesi ETL ka arritur nj\u00eb nivel t\u00eb pranuesh\u00ebm, duhet t\u00eb mbani mend se kjo pun\u00eb nuk \u00ebsht\u00eb b\u00ebr\u00eb kurr\u00eb me t\u00eb v\u00ebrtet\u00eb. P\u00ebrmir\u00ebsimi dhe reagimi i vazhduesh\u00ebm ndaj ndryshimeve n\u00eb t\u00eb dh\u00ebnat burimore, harduerin apo edhe rregullat e biznesit n\u00eb zhvillim do t\u00eb thot\u00eb se \u00e7do pranim \u00ebsht\u00eb vet\u00ebm nj\u00eb moment historik n\u00eb nj\u00eb proces t\u00eb vazhduesh\u00ebm.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Ekstraktoni_perfitimet_e_testimit_te_ngarkeses_se_transformimit\"><\/span><strong>Ekstraktoni p\u00ebrfitimet e testimit t\u00eb ngarkes\u00ebs s\u00eb transformimit<\/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=\"Analiza e vler\u00ebs kufitare (BVA) - Llojet, proceset, mjetet dhe m\u00eb shum\u00eb!\" 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>Nj\u00eb proces gjith\u00ebp\u00ebrfshir\u00ebs i testimit ETL \u00ebsht\u00eb thelb\u00ebsor p\u00ebr ekipet dhe produktet q\u00eb mb\u00ebshteten n\u00eb analitik\u00ebn e t\u00eb dh\u00ebnave. Le t\u00eb hedhim nj\u00eb v\u00ebshtrim n\u00eb p\u00ebrfitimet q\u00eb mund t\u00eb zhbllokoni kur angazhoheni p\u00ebr nj\u00eb qasje testimi ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Saktesia_dhe_integriteti_i_te_dhenave\"><\/span><strong>1. Sakt\u00ebsia dhe integriteti i t\u00eb dh\u00ebnave<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Koncepti kryesor i vlefshm\u00ebris\u00eb ETL \u00ebsht\u00eb t\u00eb siguroj\u00eb q\u00eb t\u00eb merrni t\u00eb dh\u00ebna t\u00eb pastra dhe t\u00eb besueshme n\u00eb depon tuaj t\u00eb t\u00eb dh\u00ebnave. Qasja e duhur e testimit ETL do t\u00eb thot\u00eb:<\/p>\n<ul>\n<li>Ju nuk humbisni t\u00eb dh\u00ebna gjat\u00eb nxjerrjes<\/li>\n<li>Transformimet tuaja nuk p\u00ebrmbajn\u00eb gabime<\/li>\n<li>T\u00eb dh\u00ebnat shkojn\u00eb n\u00eb sistemin e synuar si\u00e7 keni menduar.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Kursimi_i_kohes_dhe_parave\"><\/span><strong>2. Kursimi i koh\u00ebs dhe parave<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Testimi ETL i magazin\u00ebs s\u00eb t\u00eb dh\u00ebnave \u00ebsht\u00eb i r\u00ebnd\u00ebsish\u00ebm sepse i kap gabimet her\u00ebt. \u00cbsht\u00eb shum\u00eb m\u00eb e d\u00ebshirueshme t\u00eb identifikohen dhe eliminohen problemet e t\u00eb dh\u00ebnave her\u00ebt sesa t\u00eb rregullohen problemet kur kali \u00ebsht\u00eb shk\u00ebputur nga stalla. Sipas Gartner, <a href=\"https:\/\/www.gartner.com\/smarterwithgartner\/how-to-improve-your-data-quality\">t\u00eb dh\u00ebnat me cil\u00ebsi t\u00eb keqe i kushtojn\u00eb ekipeve mesatarisht 13 milion\u00eb dollar\u00eb \u00e7do vit<\/a> . Filloni testimin ETL her\u00ebt dhe do t\u00eb kurseni koh\u00eb dhe para.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Performanca\"><\/span><strong>3. Performanca<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Proceset e k\u00ebqija ETL mund t\u00eb pengojn\u00eb sistemet tuaja t\u00eb t\u00eb dh\u00ebnave dhe t\u00eb ulin cil\u00ebsin\u00eb e analitik\u00ebs, raportimit dhe vendimmarrjes suaj. Nj\u00eb proces i mir\u00eb testimi ETL ju ndihmon t\u00eb mbani n\u00eb rrug\u00ebn e duhur duke identifikuar pengesat e t\u00eb dh\u00ebnave dhe fusha t\u00eb tjera q\u00eb kan\u00eb nevoj\u00eb p\u00ebr p\u00ebrmir\u00ebsim.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Pajtueshmeria\"><\/span><strong>4. Pajtueshm\u00ebria<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Ekzistojn\u00eb rregulla strikte t\u00eb qeverisjes s\u00eb t\u00eb dh\u00ebnave p\u00ebr institucionet financiare dhe ofruesit e kujdesit sh\u00ebndet\u00ebsor. D\u00ebshtimi p\u00ebr t\u00eb trajtuar dhe menaxhuar si\u00e7 duhet t\u00eb dh\u00ebnat mund t\u00eb \u00e7oj\u00eb n\u00eb heqjen e licencave ose gjoba t\u00eb r\u00ebnda. Testimi ETL ndihmon t\u00eb siguroheni q\u00eb t\u00eb q\u00ebndroni brenda kufijve t\u00eb pajtueshm\u00ebris\u00eb dhe t\u00eb mbroni informacionin e ndjesh\u00ebm.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Vendimmarrja_me_e_mire\"><\/span><strong>5. Vendimmarrja m\u00eb e mir\u00eb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Sa m\u00eb t\u00eb sakta dhe t\u00eb besueshme t\u00eb jen\u00eb t\u00eb dh\u00ebnat tuaja, aq m\u00eb i sigurt mund t\u00eb jeni p\u00ebr vendimet e bazuara n\u00eb t\u00eb dh\u00ebna. Testimi ETL siguron q\u00eb mund t\u00eb mb\u00ebshteteni n\u00eb p\u00ebrmbajtjen n\u00eb depon tuaj t\u00eb t\u00eb dh\u00ebnave p\u00ebr t\u00eb dh\u00ebn\u00eb njohurit\u00eb q\u00eb ju nevojiten p\u00ebr t\u00eb b\u00ebr\u00eb hapat e duhur.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Sfidat_qe_lidhen_me_testimin_ETL\"><\/span><strong>Sfidat q\u00eb lidhen me testimin ETL<\/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=\"sfidat-ngarkesa-testimi\" width=\"426\" height=\"284\"><\/p>\n<p>Sigurimi i sh\u00ebndetit t\u00eb tubacionit tuaj t\u00eb t\u00eb dh\u00ebnave \u00ebsht\u00eb thelb\u00ebsor, por vjen me disa kompleksitete. Le t\u00eb eksplorojm\u00eb sfidat q\u00eb lidhen me kontrollet solide t\u00eb cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Vellimi_dhe_kompleksiteti_i_te_dhenave\"><\/span><strong>1. V\u00ebllimi dhe kompleksiteti i t\u00eb dh\u00ebnave<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Nj\u00eb proces i mir\u00eb testimi ETL n\u00ebnkupton trajtimin e v\u00ebllimeve t\u00eb m\u00ebdha t\u00eb llojeve t\u00eb ndryshme t\u00eb t\u00eb dh\u00ebnave, q\u00eb variojn\u00eb nga t\u00eb strukturuara n\u00eb t\u00eb pastrukturuara. Ky variacion i t\u00eb dh\u00ebnave mund t\u00eb b\u00ebhet shpejt kompleks dhe i v\u00ebshtir\u00eb p\u00ebr t&#8217;u menaxhuar.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Varesia_e_sistemit_burimor\"><\/span><strong>2. Var\u00ebsia e sistemit burimor<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Si\u00e7 e kemi p\u00ebrshkruar m\u00eb lart, testimi ETL ka t\u00eb b\u00ebj\u00eb me sigurimin e nj\u00eb tubacioni t\u00eb qet\u00eb nga burimi n\u00eb objektiv. Megjithat\u00eb, cil\u00ebsia e prodhimit varet shum\u00eb nga cil\u00ebsia e inputit. Ndryshimet n\u00eb skem\u00ebn, formatin ose cil\u00ebsin\u00eb e daljes s\u00eb burimit mund t\u00eb shkaktojn\u00eb d\u00ebshtime t\u00eb testit ETL q\u00eb nuk jan\u00eb gjithmon\u00eb t\u00eb lehta p\u00ebr t&#8217;u diagnostikuar.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Kompleksitetet_e_transformimit\"><\/span><strong>3. Kompleksitetet e transformimit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Nd\u00ebrtimi i logjik\u00ebs p\u00ebr transformimin e t\u00eb dh\u00ebnave \u00ebsht\u00eb nj\u00eb nd\u00ebrmarrje e specializuar. Zbatimi i rregullave t\u00eb biznesit dhe pastrimi ose riformatimi i t\u00eb dh\u00ebnave \u00ebsht\u00eb kompleks, dhe verifikimi i cil\u00ebsis\u00eb s\u00eb k\u00ebtyre transformimeve nuk \u00ebsht\u00eb gjithmon\u00eb i leht\u00eb.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Kerkesat_e_zhvendosjes\"><\/span><strong>4. K\u00ebrkesat e zhvendosjes<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>T\u00eb gjith\u00eb testuesit e din\u00eb dhimbjen e k\u00ebrkesave t\u00eb biznesit n\u00eb zhvillim t\u00eb shpejt\u00eb. Procesi ETL \u00ebsht\u00eb nj\u00eb hap\u00ebsir\u00eb \u200b\u200bdinamike, dhe po ashtu \u00ebsht\u00eb edhe testimi ETL. Nd\u00ebrsa rolet e biznesit p\u00ebrdit\u00ebsohen dhe ndryshohen, testuesit duhet t\u00eb p\u00ebrshtatin rastet e testimit dhe t\u00eb sigurojn\u00eb q\u00eb performanca e baz\u00ebs s\u00eb t\u00eb dh\u00ebnave t\u00eb jet\u00eb e optimizuar.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Kufizimet_e_mjedisit_te_testimit\"><\/span><strong>5. Kufizimet e mjedisit t\u00eb testimit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Drejtimi i nj\u00eb mjedisi prodhimi n\u00eb shkall\u00eb t\u00eb plot\u00eb p\u00ebr testimin ETL \u00ebsht\u00eb kompleks dhe i shtrenjt\u00eb. Sidoqoft\u00eb, mjediset e testimit n\u00eb shkall\u00eb m\u00eb t\u00eb vog\u00ebl nuk do t\u00eb ofrojn\u00eb gjithmon\u00eb v\u00ebrtetim t\u00eb v\u00ebrtet\u00eb sepse ato nuk p\u00ebrs\u00ebrisin m\u00ebnyr\u00ebn se si trajtimi i v\u00ebllimeve t\u00eb m\u00ebdha t\u00eb t\u00eb dh\u00ebnave mund t\u00eb rezultoj\u00eb n\u00eb pengesa n\u00eb performanc\u00eb.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Keshilla_ETL_dhe_praktikat_me_te_mira\"><\/span><strong>K\u00ebshilla ETL dhe praktikat m\u00eb t\u00eb mira<\/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=\"Lista kontrolluese e testimit t\u00eb softuerit\" width=\"412\" height=\"274\"><\/p>\n<p>Testimi ETL k\u00ebrkon koh\u00eb p\u00ebr t\u00eb zot\u00ebruar. K\u00ebtu jan\u00eb disa k\u00ebshilla p\u00ebr t&#8217;ju ndihmuar n\u00eb rrug\u00ebn tuaj.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Testimi_i_vazhdueshem\"><\/span><strong>#1. Testimi i vazhduesh\u00ebm<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Testimi ETL nuk \u00ebsht\u00eb nj\u00eb gj\u00eb e vetme dhe e b\u00ebr\u00eb. \u00cbsht\u00eb nj\u00eb pik\u00ebpamje p\u00ebr t\u00eb siguruar t\u00eb dh\u00ebna me cil\u00ebsi t\u00eb mir\u00eb q\u00eb duhet t\u00eb kryeni dhe monitoroni vazhdimisht. Nj\u00eb testues ETL QA \u00ebsht\u00eb nj\u00eb pun\u00eb me koh\u00eb t\u00eb plot\u00eb n\u00eb firmat q\u00eb mb\u00ebshteten n\u00eb mjetet e inteligjenc\u00ebs s\u00eb biznesit p\u00ebr nj\u00eb arsye.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Asnje_testues_ETL_nuk_eshte_nje_ishull\"><\/span><strong>#2. Asnj\u00eb testues ETL nuk \u00ebsht\u00eb nj\u00eb ishull<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Nd\u00ebrsa testimi ETL merr nj\u00eb qasje t\u00eb kutis\u00eb s\u00eb zez\u00eb, inxhinier\u00ebt e ETL QA duhet t\u00eb punojn\u00eb me pal\u00ebt e interesuara, administrator\u00ebt e baz\u00ebs s\u00eb t\u00eb dh\u00ebnave dhe zhvilluesit q\u00eb nd\u00ebrtojn\u00eb logjik\u00ebn ETL n\u00ebse duan t\u00eb hartojn\u00eb teste kuptimplote q\u00eb v\u00ebrtetojn\u00eb v\u00ebrtet procesin ETL.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Dokumentacioni_i_forte_eshte_kritik\"><\/span><strong>#3. Dokumentacioni i fort\u00eb \u00ebsht\u00eb kritik.<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Dokumentacioni i sh\u00ebndosh\u00eb dhe i detajuar, duke p\u00ebrfshir\u00eb hart\u00ebzimin nga burimi n\u00eb objektiv dhe nj\u00eb regjistrim t\u00eb linj\u00ebs s\u00eb t\u00eb dh\u00ebnave, jan\u00eb jetike p\u00ebr t\u00eb p\u00ebrcaktuar se ku jan\u00eb shfaqur gabimet n\u00eb tubacionin e t\u00eb dh\u00ebnave.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Automatizoni_sa_me_shume_qe_te_jete_e_mundur\"><\/span><strong>#4. Automatizoni sa m\u00eb shum\u00eb q\u00eb t\u00eb jet\u00eb e mundur<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Kjo \u00ebsht\u00eb ndoshta pika m\u00eb e r\u00ebnd\u00ebsishme. Testimi gjith\u00ebp\u00ebrfshir\u00ebs ETL k\u00ebrkon burime intensive. \u00cbsht\u00eb gjithashtu nj\u00eb proces i vazhduesh\u00ebm, q\u00eb do t\u00eb thot\u00eb se k\u00ebrkon shum\u00eb p\u00ebrpjekje manuale n\u00eb intervale t\u00eb rregullta. Si i till\u00eb, testimi ETL \u00ebsht\u00eb nj\u00eb pun\u00eb e p\u00ebrsosur p\u00ebr softuerin e automatizimit t\u00eb testimit dhe <a href=\"https:\/\/www.zaptest.com\/sq\/nje-udhezues-i-plote-per-automatizimin-e-procesit-robotik-rpa\">mjetet RPA.<\/a><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Mjetet_me_te_mira_te_testimit_te_automatizimit_ETL\"><\/span><strong>Mjetet m\u00eb t\u00eb mira t\u00eb testimit t\u00eb automatizimit ETL<\/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=\"Kompleti ZAPTEST RPA + Test Automatizimi\" width=\"1024\" height=\"655\"><\/p>\n<p>Duhet t\u00eb jet\u00eb e qart\u00eb deri m\u00eb tani se testimi i automatizimit ETL ka nj\u00eb avantazh t\u00eb r\u00ebnd\u00ebsish\u00ebm p\u00ebr ekipet e testimit n\u00eb drejtim t\u00eb p\u00ebrfitimit m\u00eb t\u00eb madh nga burimet tuaja.<\/p>\n<p>Fatmir\u00ebsisht, ekzistojn\u00eb disa mjete cil\u00ebsore t\u00eb testimit ETL n\u00eb treg. \u00c7do mjet ka t\u00eb mirat dhe t\u00eb k\u00ebqijat e veta, me ve\u00e7ori dhe funksionalitet q\u00eb do t&#8217;i p\u00ebrshtaten k\u00ebrkesave t\u00eb ndryshme.<\/p>\n<p>Vendimi p\u00ebr mjetin e duhur varet nga disa faktor\u00eb t\u00eb ndrysh\u00ebm, duke p\u00ebrfshir\u00eb:<\/p>\n<ul>\n<li>Kompleksiteti i procesit tuaj ETL dhe logjika e biznesit<\/li>\n<li>V\u00ebllimi i t\u00eb dh\u00ebnave q\u00eb po transmetoni<\/li>\n<li>Prania ose p\u00ebrqendrimi i t\u00eb dh\u00ebnave t\u00eb pastrukturuara n\u00eb procesin tuaj ETL<\/li>\n<li>Kompetenca teknike dhe grupe aft\u00ebsish t\u00eb testuesve tuaj<\/li>\n<li>Buxheti juaj.<\/li>\n<\/ul>\n<p>Le t\u00eb hedhim nj\u00eb v\u00ebshtrim n\u00eb 5 mjetet kryesore t\u00eb testimit ETL.<\/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 \u00ebsht\u00eb nj\u00eb mjet testimi ETL i bazuar n\u00eb abonim me theks n\u00eb testimin e vazhduesh\u00ebm. Ai mb\u00ebshtet kombinimet e baz\u00ebs s\u00eb t\u00eb dh\u00ebnave t\u00eb burimit dhe objektivit, ofron aft\u00ebsi t\u00eb forta automatizimi dhe \u00ebsht\u00eb nd\u00ebrtuar p\u00ebr nevoja t\u00eb m\u00ebdha e komplekse p\u00ebr ruajtjen e t\u00eb dh\u00ebnave.<\/p>\n<p>Nd\u00ebrfaqja e p\u00ebrdoruesit \u00ebsht\u00eb nj\u00eb k\u00ebnaq\u00ebsi p\u00ebr t&#8217;u p\u00ebrdorur, dhe aft\u00ebsit\u00eb e saj t\u00eb raportimit jan\u00eb t\u00eb shk\u00eblqyera. Megjithat\u00eb, disa p\u00ebrdorues jan\u00eb ankuar p\u00ebr \u00e7mimet e shtrenjta dhe t\u00eb err\u00ebta t\u00eb QuerySurge, nd\u00ebrsa t\u00eb tjer\u00eb kan\u00eb kritikuar munges\u00ebn e tij t\u00eb miq\u00ebsis\u00eb ndaj p\u00ebrdoruesit dhe kurb\u00ebn e madhe t\u00eb t\u00eb m\u00ebsuarit p\u00ebr p\u00ebrdoruesit e pap\u00ebrvoj\u00eb.<\/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 \u00ebsht\u00eb nj\u00eb mjet cil\u00ebsor p\u00ebr testimin e t\u00eb dh\u00ebnave dhe monitorimin e cil\u00ebsis\u00eb s\u00eb t\u00eb dh\u00ebnave. Ai ofron testim t\u00eb bazuar n\u00eb rregulla dhe zbulim interesant t\u00eb gabimeve me ndihm\u00ebn e ML. Ndjekja, raportimi dhe vizualizimi jan\u00eb ve\u00e7an\u00ebrisht t\u00eb mira p\u00ebr iCEDQ, duke e b\u00ebr\u00eb at\u00eb nj\u00eb mjet t\u00eb mir\u00eb p\u00ebr firmat me pajtueshm\u00ebri me t\u00eb dh\u00ebnat kritike dhe nevoja rregullatore.<\/p>\n<p>Th\u00ebn\u00eb k\u00ebshtu, zbatimi i mjetit n\u00eb peizazhe komplekse ETL \u00ebsht\u00eb nj\u00eb nga t\u00eb metat m\u00eb t\u00eb dukshme t\u00eb iCEDQ. P\u00ebrve\u00e7 k\u00ebsaj, nd\u00ebrfaqja e p\u00ebrdoruesit \u00ebsht\u00eb mjaft komplekse dhe nuk do t&#8217;i p\u00ebrshtatet ekipeve m\u00eb pak teknike.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Te_Dhenat_e_Djathta\"><\/span>#3. T\u00eb Dh\u00ebnat e Djathta<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>RightData \u00ebsht\u00eb nj\u00eb mjet miq\u00ebsor p\u00ebr p\u00ebrdoruesit q\u00eb krenohet me aft\u00ebsi t\u00eb forta pa kod p\u00ebr testimin ETL dhe vlefshm\u00ebrin\u00eb e t\u00eb dh\u00ebnave. Mjeti \u00ebsht\u00eb super fleksib\u00ebl dhe funksionon n\u00eb baza t\u00eb t\u00eb dh\u00ebnave t\u00eb ndryshme dhe magazina t\u00eb t\u00eb dh\u00ebnave cloud. Me nj\u00eb s\u00ebr\u00eb modelesh testimi t\u00eb nd\u00ebrtuara paraprakisht, aft\u00ebsi t\u00eb shk\u00eblqyera vizualizimi dhe integrim pa probleme me mjetet e rrjedh\u00ebs s\u00eb pun\u00ebs, \u00ebsht\u00eb e qart\u00eb t\u00eb shihet pse RightData ka fituar popullaritet vitet e fundit.<\/p>\n<p>Sidoqoft\u00eb, nd\u00ebrsa RightData ka shum\u00eb karakteristika t\u00eb d\u00ebshirueshme, mund t\u00eb jet\u00eb e shtrenjt\u00eb n\u00ebse keni nevoj\u00eb t\u00eb testoni shum\u00eb procese ETL. Nd\u00ebrsa \u00ebsht\u00eb i bazuar n\u00eb abonim, \u00e7mimet mund t\u00eb p\u00ebrshkall\u00ebzohen shpejt me nivele t\u00eb larta t\u00eb p\u00ebrdorimit t\u00eb t\u00eb dh\u00ebnave dhe ve\u00e7ori shtes\u00eb. Kur krahasohet me modelin e parashikuesh\u00ebm t\u00eb \u00e7mimeve t\u00eb sheshta t\u00eb ZAPTEST dhe licencat e pakufizuara, qasja e RightData duket se penalizon kompanit\u00eb n\u00eb rritje ose shkall\u00ebzim.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_EVAL_I_MADH\"><\/span>#2. EVAL I MADH<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>BiG EVAL \u00ebsht\u00eb nj\u00eb zgjedhje e shk\u00eblqyeshme p\u00ebr sistemet komplekse ETL dhe implementimet e depove t\u00eb vjetra. Ai p\u00ebrdor v\u00ebrtetimin e t\u00eb dh\u00ebnave t\u00eb bazuara n\u00eb rregulla dhe ka aft\u00ebsi t\u00eb fuqishme t\u00eb profilizimit t\u00eb t\u00eb dh\u00ebnave, gj\u00eb q\u00eb e b\u00ebn at\u00eb nj\u00eb zgjedhje t\u00eb mir\u00eb p\u00ebr testimin ETL. BiG EVAL gjithashtu u ofron p\u00ebrdoruesve opsione t\u00eb shk\u00eblqyera automatizimi p\u00ebr dizajnimin dhe planifikimin e testeve, dhe kur kombinohet me aft\u00ebsi t\u00eb shk\u00eblqyera raportimi dhe vizualizimi, \u00ebsht\u00eb atje lart me mjetet m\u00eb t\u00eb plota p\u00ebr testimin ETL.<\/p>\n<p>Th\u00ebn\u00eb k\u00ebshtu, zbatimi i BiG EVAL \u00ebsht\u00eb nj\u00eb pun\u00eb edhe m\u00eb e madhe. Kur krahasohet me mjetet pa kod si ZAPTEST, nd\u00ebrfaqja mund t\u00eb duket pak e vjet\u00ebr. \u00cbsht\u00eb e r\u00ebnd\u00ebsishme t\u00eb theksohet se testimi ETL \u00ebsht\u00eb vet\u00ebm nj\u00eb nga rastet e p\u00ebrdorimit t\u00eb BiG EVAL, k\u00ebshtu q\u00eb \u00e7mimi i tij i bazuar n\u00eb licenc\u00eb mund t\u00eb jet\u00eb pengues p\u00ebr disa ekipe n\u00ebse po paguani p\u00ebr ve\u00e7ori dhe funksione q\u00eb nuk ju nevojiten rrept\u00ebsisht.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"1_ZAPTEST_Zgjedhja_nr1_per_testimin_ETL\"><\/span><strong>#1. ZAPTEST: Zgjedhja nr.1 p\u00ebr testimin ETL<\/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>Nd\u00ebrsa <a href=\"https:\/\/www.zaptest.com\/sq\">ZAPTEST<\/a> nuk \u00ebsht\u00eb nj\u00eb mjet i dedikuar testimi ETL, ai ofron fleksibilitetin dhe shkall\u00ebzueshm\u00ebrin\u00eb p\u00ebr t\u00eb ndihmuar me disa nga detyrat q\u00eb p\u00ebrb\u00ebjn\u00eb nj\u00eb qasje t\u00eb plot\u00eb t\u00eb testimit ETL.<\/p>\n<p>Si\u00e7 mund ta shihni nga seksioni Llojet e ndryshme t\u00eb testimit ETL m\u00eb sip\u00ebr, testimi i procesit ETL k\u00ebrkon v\u00ebrtetimin e t\u00eb dh\u00ebnave, integrimin, performanc\u00ebn, funksionalitetin dhe testimin e regresionit. ZAPTEST mund t&#8217;i b\u00ebj\u00eb t\u00eb gjitha k\u00ebto dhe m\u00eb shum\u00eb. Mjetet tona <a href=\"https:\/\/www.zaptest.com\/sq\/testimi-nga-fundi-ne-fund-zhytje-e-thelle-ne-llojet-e-provave-e2e-procesin-qasjet-mjetet-dhe-me-shume\">Testimi nga fundi n\u00eb fund<\/a> dhe aft\u00ebsit\u00eb e testimit t\u00eb meta t\u00eb dh\u00ebnave jan\u00eb ve\u00e7ori ky\u00e7e p\u00ebr t&#8217;u siguruar q\u00eb analitika dhe inteligjenca e biznesit tuaj jan\u00eb t\u00eb gatshme dhe gati p\u00ebr t\u00eb dh\u00ebn\u00eb rezultate dhe vler\u00eb.<\/p>\n<p>ZAPTEST vjen gjithashtu me nj\u00eb nga <a href=\"https:\/\/www.zaptest.com\/sq\/rpa-tools-top-31-softueri-me-i-mire-robotik-i-automatizimit-te-proceseve-ne-treg\">mjetet m\u00eb t\u00eb mira t\u00eb RPA n\u00eb treg<\/a> . N\u00eb kontekstin e testimit ETL, RPA mund t\u00eb ofroj\u00eb vler\u00eb serioze duke gjeneruar t\u00eb dh\u00ebna realiste t\u00eb testit, duke automatizuar detyrat manuale t\u00eb p\u00ebrs\u00ebritura dhe duke ju ndihmuar t\u00eb prezantoni testimin e vazhduesh\u00ebm q\u00eb ju nevojitet p\u00ebr nj\u00eb proces ETL t\u00eb fort\u00eb.<\/p>\n<p>Me aft\u00ebsit\u00eb e ZAPTET-it pa kod, krijimin e testeve t\u00eb shpejta n\u00eb rrufe dhe integrimin pa probleme me mjetet e tjera t\u00eb nd\u00ebrmarrjes, ai \u00ebsht\u00eb nj\u00eb dyqan i vet\u00ebm p\u00ebr testimin e automatizuar ETL dhe shum\u00eb e shum\u00eb m\u00eb tep\u00ebr.<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Mendimet_e_fundit\"><\/span><strong>Mendimet e fundit<\/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>Testimi i ngarkes\u00ebs s\u00eb transformimit t\u00eb nxjerrjes \u00ebsht\u00eb si krijimi i nj\u00eb departamenti t\u00eb kontrollit t\u00eb cil\u00ebsis\u00eb p\u00ebr depon tuaj t\u00eb t\u00eb dh\u00ebnave. Nuk ka t\u00eb b\u00ebj\u00eb vet\u00ebm me at\u00eb n\u00ebse t\u00eb dh\u00ebnat jan\u00eb transferuar nga burimi n\u00eb objektiv; ka t\u00eb b\u00ebj\u00eb gjithashtu me sigurimin q\u00eb ai t\u00eb ket\u00eb mb\u00ebrritur i paprekur dhe si\u00e7 pritej.<\/p>\n<p>Kur b\u00ebhet fjal\u00eb p\u00ebr kriz\u00ebn, n\u00ebse keni t\u00eb dh\u00ebna t\u00eb k\u00ebqija, do t\u00eb p\u00ebrfundoni duke marr\u00eb vendime t\u00eb keqinformuara. Testimi i duhur ETL \u00ebsht\u00eb nj\u00eb investim n\u00eb integritetin e t\u00eb gjith\u00eb ekosistemit tuaj t\u00eb t\u00eb dh\u00ebnave. Sidoqoft\u00eb, p\u00ebr shum\u00eb biznese, koha dhe shpenzimet e p\u00ebrfshira n\u00eb testimin ETL jan\u00eb di\u00e7ka q\u00eb ata p\u00ebrpiqen t\u00eb p\u00ebrballojn\u00eb.<\/p>\n<p>Automatizimi i testimit ETL ju ndihmon t\u00eb testoni m\u00eb shpejt dhe me efikasitet duke kursyer para p\u00ebr nj\u00eb afat t\u00eb gjat\u00eb. Rritja e mbulimit t\u00eb testit dhe aft\u00ebsive t\u00eb testimit t\u00eb regresionit mund t\u00eb ndihmoj\u00eb n\u00eb rritjen e integritetit t\u00eb t\u00eb dh\u00ebnave tuaja, sepse mund t\u00eb testoni me nj\u00eb frekuenc\u00eb shum\u00eb m\u00eb t\u00eb lart\u00eb sesa n\u00ebse do t\u00eb kishit ngecur me <a href=\"https:\/\/www.zaptest.com\/sq\/testimi-manual-cfare-eshte-llojet-proceset-qasjet-mjetet-dhe-me-shume\">testimin manual.<\/a> <\/p>\n<p>P\u00ebr m\u00eb tep\u00ebr, p\u00ebrdorimi i mjeteve t\u00eb testimit t\u00eb automatizimit ETL zvog\u00eblon gabimin njer\u00ebzor nd\u00ebrsa liron testuesit p\u00ebr detyra m\u00eb kreative ose t\u00eb drejtuara nga vlera. P\u00ebrqafimi i <a href=\"https:\/\/www.zaptest.com\/sq\/cfare-eshte-automatizimi-i-testit-nje-udhezues-i-thjeshte-pa-zhargon\">automatizimit t\u00eb testimit<\/a> dhe <a href=\"https:\/\/www.zaptest.com\/rpa\">mjeteve RPA<\/a> si ZAPTEST \u00ebsht\u00eb nj\u00eb vendim q\u00eb nuk do t&#8217;ju duhet t\u00eb p\u00ebrdorni mjetet tuaja t\u00eb inteligjenc\u00ebs s\u00eb biznesit.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Testimi i ngarkes\u00ebs s\u00eb ekstraktit t\u00eb transformimit &#8211; m\u00eb s\u00eb shpeshti i referuar si testimi ETL &#8211; \u00ebsht\u00eb nj\u00eb mjet kritik n\u00eb bot\u00ebn e inteligjenc\u00ebs moderne t\u00eb biznesit dhe analitik\u00ebs s\u00eb t\u00eb dh\u00ebnave. Ekipet duhet t\u00eb mbledhin t\u00eb dh\u00ebna nga burime t\u00eb ndryshme n\u00eb m\u00ebnyr\u00eb q\u00eb t&#8217;i ruajn\u00eb ato n\u00eb depo t\u00eb t\u00eb dh\u00ebnave ose [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":77361,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Testimi ETL - Llojet, Procesi, Qasjet, Mjetet dhe M\u00eb shum\u00eb!","_seopress_titles_desc":"Nga t\u00eb kuptuarit se \u00e7far\u00eb \u00ebsht\u00eb Extract-Transform-Load dhe 8 fazat e testimit ETL, te 8 k\u00ebshilla t\u00eb ekspert\u00ebve dhe mjetet m\u00eb t\u00eb mira ETL, m\u00ebsoni gjith\u00e7ka p\u00ebr t\u00eb ditur n\u00eb 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":[382],"tags":[],"class_list":{"0":"post-77314","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-llojet-e-testimit-te-softuerit-sq"},"acf":{"short_name":"Testimi ETL"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/77314","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/comments?post=77314"}],"version-history":[{"count":1,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/77314\/revisions"}],"predecessor-version":[{"id":77371,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/posts\/77314\/revisions\/77371"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/media\/77361"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/media?parent=77314"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/categories?post=77314"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/sq\/wp-json\/wp\/v2\/tags?post=77314"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}