{"id":35719,"date":"2022-04-17T17:47:05","date_gmt":"2022-04-17T15:47:05","guid":{"rendered":"http:\/\/54.194.80.134.nip.io\/internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi\/"},"modified":"2022-04-17T17:47:06","modified_gmt":"2022-04-17T15:47:06","slug":"internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi","status":"publish","type":"post","link":"https:\/\/www.cubeserv.com\/hr\/internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi\/","title":{"rendered":"Internet stvari, veliki podaci i tvornica Fischertechnik &#8211; 4. dio: Pristup iz SAP HANA putem Smart Data Integration (SDI)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"35719\" class=\"elementor elementor-35719 elementor-826\" data-elementor-settings=\"{&quot;element_pack_global_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-da107f1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"da107f1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-34a3a21\" data-id=\"34a3a21\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-211c023 elementor-widget elementor-widget-text-editor\" data-id=\"211c023\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tU prethodna dva dijela ovog bloga opisao sam kako tvorni\u010dka simulacija Fischertechnik generira podatke u obliku CSV datoteke i kako ti podaci ulaze u Hadoop klaster i tamo su \u010dak dostupni kao tablica. Ovaj dio sada se bavi raznim mogu\u0107nostima izvje\u0161\u0107ivanja o sadr\u017eaju ove tablice.\r\n\r\nPostoje dva relativno jednostavna na\u010dina na koja se podaci iz ove Hadoop tablice mogu u\u010diniti dostupnima SAP alatima:\r\n\r\n1. U HANA bazi podataka putem SDA (Smart Data Access) ili SDI (Smart Data Integration). Podaci se tada mogu, na primjer, konzumirati u SAP Analytics for Cloud (za to tada nije potreban SAP BW sustav) ili se konzumirati u SAP BW sustavu.\r\n2. Uz pomo\u0107 GLUE Middleware-a na\u0161e partnerske tvrtke Datavard, vrlo je lako kreirati tablice u Hadoop-u s ABAP transakcijama, \u010ditati ih ili premje\u0161tati sadr\u017eaj naprijed-natrag izme\u0111u tablica u Hadoop i ABAP tablicama. Za to nije apsolutno potrebna HANA baza podataka, ve\u0107 ABAP aplikacijski poslu\u017eitelj. Ovdje bih \u017eelio predstaviti obje mogu\u0107nosti.\r\n\r\nSDA\/SDI\r\nSDA\/SDI SDA ili SDI su biblioteke konektora koje isporu\u010duje SAP. Omogu\u0107uju vam povezivanje udaljene baze podataka i generiranje virtualnih veza na tablice ove udaljene baze podataka. Tim se virtualnim vezama tada mo\u017ee pristupiti kao da su lokalne tablice u bazi podataka HANA. SDI adapteri su tehnolo\u0161ki napredni i imaju dodatne mogu\u0107nosti u odnosu na SDA adaptere. Na primjer, trenutno su u mogu\u0107nosti izdvojiti samo delta promjene tako da ne procjenjuju tablice ve\u0107 zapise promjena. Treba li provjeriti imaju li i koje mogu\u0107nosti adapteri od slu\u010daja do slu\u010daja, npr. u slu\u010daju Hadoop, adapteri nemaju ovu delta sposobnost. Nadalje, za razliku od SDA, SDI adapteri se dodatno napla\u0107uju.\r\n\r\n\u010cak smo povezali na\u0161u HANA bazu podataka (HA4) s dva razli\u010dita SDI adaptera za potrebe testiranja, jednom putem SDI HiveAdaptera:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48b2f28 elementor-widget elementor-widget-image\" data-id=\"48b2f28\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/cdn.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_1.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"IoT4_1\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6ODMwLCJ1cmwiOiJodHRwczpcL1wvd3d3LmN1YmVzZXJ2LmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAxOVwvMDlcL0lvVDRfMS5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1198\" height=\"370\" src=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_1.png\" class=\"attachment-full size-full wp-image-830\" alt=\"\" srcset=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_1.png 1198w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_1-300x93.png 300w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_1-768x237.png 768w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_1-1024x316.png 1024w\" sizes=\"(max-width: 1198px) 100vw, 1198px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25525b2 elementor-widget elementor-widget-text-editor\" data-id=\"25525b2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\ti jednom putem SDI ImpalaAdaptera:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3a8fa1 elementor-widget elementor-widget-image\" data-id=\"f3a8fa1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/cdn.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_2.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"IoT4_2\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6ODMzLCJ1cmwiOiJodHRwczpcL1wvd3d3LmN1YmVzZXJ2LmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAxOVwvMDlcL0lvVDRfMi5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1198\" height=\"490\" src=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_2.png\" class=\"attachment-full size-full wp-image-833\" alt=\"\" srcset=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_2.png 1198w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_2-300x123.png 300w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_2-768x314.png 768w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_2-1024x419.png 1024w\" sizes=\"(max-width: 1198px) 100vw, 1198px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb4fdad elementor-widget elementor-widget-text-editor\" data-id=\"fb4fdad\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tTo olak\u0161ava stvaranje veza virtualne tablice (ovdje u shemi DATA_EXTERN) koje se mogu koristiti za pristup izvornoj tablici.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-836088c elementor-widget elementor-widget-image\" data-id=\"836088c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/cdn.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_3.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"IoT4_3\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6ODM2LCJ1cmwiOiJodHRwczpcL1wvd3d3LmN1YmVzZXJ2LmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAxOVwvMDlcL0lvVDRfMy5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"214\" src=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_3-1024x214.png\" class=\"attachment-large size-large wp-image-836\" alt=\"\" srcset=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_3-1024x214.png 1024w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_3-300x63.png 300w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_3-768x160.png 768w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_3.png 1199w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44c56a8 elementor-widget elementor-widget-text-editor\" data-id=\"44c56a8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tOvo tako\u0111er radi izvrsno, kao \u0161to npr. pokazuje sljede\u0107i upit:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08b8035 elementor-widget elementor-widget-image\" data-id=\"08b8035\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"833\" height=\"628\" src=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_4.png\" class=\"attachment-full size-full wp-image-839\" alt=\"\" srcset=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_4.png 833w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_4-300x226.png 300w, https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_4-768x579.png 768w\" sizes=\"(max-width: 833px) 100vw, 833px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>U prethodna dva dijela ovog bloga opisao sam kako tvorni\u010dka simulacija Fischertechnik generira podatke u obliku CSV datoteke i kako ti podaci ulaze u Hadoop klaster i tamo su \u010dak dostupni kao tablica. Ovaj dio sada se bavi raznim mogu\u0107nostima izvje\u0161\u0107ivanja o sadr\u017eaju ove tablice. Postoje dva relativno jednostavna na\u010dina na koja se podaci iz &#8230; <a title=\"Internet stvari, veliki podaci i tvornica Fischertechnik &#8211; 4. dio: Pristup iz SAP HANA putem Smart Data Integration (SDI)\" class=\"read-more\" href=\"https:\/\/www.cubeserv.com\/hr\/internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi\/\" aria-label=\"Read more about Internet stvari, veliki podaci i tvornica Fischertechnik &#8211; 4. dio: Pristup iz SAP HANA putem Smart Data Integration (SDI)\">Pro\u010ditaj vi\u0161e<\/a><\/p>\n","protected":false},"author":16,"featured_media":830,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[41],"tags":[45,44,43],"class_list":["post-35719","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-iot","tag-business-analytics-platform","tag-hadoop","tag-hana"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v25.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Internet stvari, veliki podaci i tvornica Fischertechnik - 4. dio: Pristup iz SAP HANA putem Smart Data Integration (SDI) - CubeServ<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.cubeserv.com\/hr\/internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi\/\" \/>\n<meta property=\"og:locale\" content=\"hr_HR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Internet stvari, veliki podaci i tvornica Fischertechnik - 4. dio: Pristup iz SAP HANA putem Smart Data Integration (SDI)\" \/>\n<meta property=\"og:description\" content=\"U prethodna dva dijela ovog bloga opisao sam kako tvorni\u010dka simulacija Fischertechnik generira podatke u obliku CSV datoteke i kako ti podaci ulaze u Hadoop klaster i tamo su \u010dak dostupni kao tablica. 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