{"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 – 4. dio: Pristup iz SAP HANA putem Smart Data Integration (SDI)"},"content":{"rendered":"\t\t
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\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
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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\"\"\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
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\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
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\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
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\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
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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\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":"

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 … 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":"\nInternet 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. 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 ... Pro\u010ditaj vi\u0161e\" \/>\n<meta property=\"og:url\" content=\"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:site_name\" content=\"CubeServ\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/CubeServ\" \/>\n<meta property=\"article:published_time\" content=\"2022-04-17T15:47:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-04-17T15:47:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1198\" \/>\n\t<meta property=\"og:image:height\" content=\"370\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Thorsten Stossmeister\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@CubeServ\" \/>\n<meta name=\"twitter:site\" content=\"@CubeServ\" \/>\n<meta name=\"twitter:label1\" content=\"Napisao\/la\" \/>\n\t<meta name=\"twitter:data1\" content=\"Thorsten Stossmeister\" \/>\n\t<meta name=\"twitter:label2\" content=\"Procijenjeno vrijeme \u010ditanja\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.cubeserv.com\/hr\/internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.cubeserv.com\/hr\/internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi\/\"},\"author\":{\"name\":\"Thorsten Stossmeister\",\"@id\":\"https:\/\/www.cubeserv.com\/hr\/#\/schema\/person\/2a15f26fb37d4ff3c8fb491ac4ce66d9\"},\"headline\":\"Internet stvari, veliki podaci i tvornica Fischertechnik – 4. dio: Pristup iz SAP HANA putem Smart Data Integration (SDI)\",\"datePublished\":\"2022-04-17T15:47:05+00:00\",\"dateModified\":\"2022-04-17T15:47:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.cubeserv.com\/hr\/internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi\/\"},\"wordCount\":362,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.cubeserv.com\/hr\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.cubeserv.com\/hr\/internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.cubeserv.com\/wp-content\/uploads\/2019\/09\/IoT4_1.png\",\"keywords\":[\"Business Analytics Platform\",\"Hadoop\",\"HANA\"],\"articleSection\":[\"IoT\"],\"inLanguage\":\"hr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.cubeserv.com\/hr\/internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi\/\",\"url\":\"https:\/\/www.cubeserv.com\/hr\/internet-stvari-veliki-podaci-i-tvornica-fischertechnik-4-dio-pristup-iz-sap-hana-putem-smart-data-integration-sdi\/\",\"name\":\"Internet stvari, veliki podaci i tvornica Fischertechnik - 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