{"id":80991,"date":"2020-05-10T07:41:56","date_gmt":"2020-05-10T05:41:56","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/vypusk-dvizhka-hraneniya-tiledb-2-0"},"modified":"2020-05-10T07:41:56","modified_gmt":"2020-05-10T05:41:56","slug":"vypusk-dvizhka-hraneniya-tiledb-2-0","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/vypusk-dvizhka-hraneniya-tiledb-2-0","title":{"rendered":"L\u00ebshimi i motorit t\u00eb ruajtjes TileDB 2.0","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><noindex><a rel=\"nofollow\" href=\"https:\/\/medium.com\/tiledb\/tiledb-2-0-and-the-future-of-data-science-929cdcfe95ed\">Publikuar<\/a><\/noindex> ruajtje <noindex><a rel=\"nofollow\" href=\"https:\/\/tiledb.com\/\">TileDB 2.0<\/a><\/noindex>, e optimizuar p\u00ebr ruajtjen e matricave multidimensionale dhe t\u00eb dh\u00ebnave q\u00eb p\u00ebrdoren n\u00eb llogaritjet shkencore. Si fusha aplikimi, TileDB p\u00ebrmend sisteme t\u00eb ndryshme p\u00ebr p\u00ebrpunimin e informacionit gjenetik, t\u00eb dh\u00ebnave hap\u00ebsinore dhe financiare, pra sisteme q\u00eb operojn\u00eb  <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%A0%D0%B0%D0%B7%D1%80%D0%B5%D0%B6%D0%B5%D0%BD%D0%BD%D1%8B%D0%B9_%D0%BC%D0%B0%D1%81%D1%81%D0%B8%D0%B2\">me matricat<\/a><\/noindex> sparse <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/TileDB-Inc\/TileDB\">shp\u00ebrndahet<\/a><\/noindex> ose matricat e mbushura vazhdimisht. TileDB ofron nj\u00eb bibliotek\u00eb C++ p\u00ebr abstaraksionin e qasjes n\u00eb t\u00eb dh\u00ebna dhe metadatat n\u00eb aplikacione, duke marr\u00eb p\u00ebrsip\u00ebr t\u00eb gjith\u00eb pun\u00ebn e organizimit efikas t\u00eb ruajtjes n\u00eb nivel t\u00eb ul\u00ebt. Kodi i projektit \u00ebsht\u00eb shkruar n\u00eb gjuh\u00ebn C++ dhe<\/p>\n<p>n\u00eb p\u00ebrputhje me licenc\u00ebn MIT. P\u00ebrshtatet t\u00eb funksionoj\u00eb n\u00eb Linux, macOS dhe Windows.<\/p>\n<ul>\n<li class=\"l\"> Tiparet kryesore t\u00eb TileDB:\n<li class=\"l\"> Metoda efikase p\u00ebr ruajtjen e matricave t\u00eb rralla, t\u00eb dh\u00ebnat e t\u00eb cilave nuk ndjekin nj\u00eb rend t\u00eb vazhduesh\u00ebm, matrica mbushet me fragmente dhe pjesa m\u00eb e madhe e elementeve mbeten bosh ose pranojn\u00eb t\u00eb nj\u00ebjtin vler\u00eb.<noindex><a rel=\"nofollow\" href=\"https:\/\/docs.tiledb.com\/main\/handling-dataframes\">Mund\u00ebsia e qasjes n\u00eb t\u00eb dh\u00ebna n\u00eb formatin \u00e7el\u00ebs-vler\u00eb ose grupe kolonesh (<\/a><\/noindex>);\n<p><center><noindex><a rel=\"nofollow\" href=\"https:\/\/gblobscdn.gitbook.com\/assets%2F-LoalqueRyA9-u2x-ngu%2F-Lslz7nUzf0jaqjvnPQw%2F-LslzDBMVah9dapb6Jz7%2Fsparse_array_dataframe.png?alt=media&#038;token=62afcf8d-3728-4af3-a6e7-59c6cf8bf715\"><img decoding=\"async\" alt=\"L\u00ebshimi i motorit t\u00eb ruajtjes TileDB 2.0\" src=\"\/wp-content\/uploads\/2020\/05\/8eb2c728f08d2dec5a7332d975a17d03.png\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><\/center><\/p>\n<li class=\"l\"> DataFrame\n<li class=\"l\"> );\n<li class=\"l\"> P\u00ebrkrahja p\u00ebr integrimin me ruajtjet cloud si AWS S3, Google Cloud Storage dhe Azure Blob Storage;\n<li class=\"l\"> P\u00ebrkrahja p\u00ebr matricat mozaik (blok);\n<li class=\"l\"> Mund\u00ebsia e p\u00ebrdorimit t\u00eb algoritmeve t\u00eb ndrysh\u00ebm p\u00ebr kompresimin dhe enkriptimin e t\u00eb dh\u00ebnave;\n<li class=\"l\"> P\u00ebrkrahja p\u00ebr kontrollet e integritetit p\u00ebrmes checksum-eve;\n<li class=\"l\"> Funksionimi n\u00eb m\u00ebnyr\u00eb shum\u00eb-threaded me paralelizimin e hyrjes\/daljes;\n<li class=\"l\"> P\u00ebrkrahja p\u00ebr versionimin e t\u00eb dh\u00ebnave t\u00eb ruajtura, p\u00ebrfshir\u00eb p\u00ebr t\u00eb nxjerr\u00eb shkall\u00ebn n\u00eb nj\u00eb moment t\u00eb caktuar n\u00eb t\u00eb kaluar\u00ebn ose p\u00ebr azhurnime atomike t\u00eb grupeve t\u00eb m\u00ebdha.\n<li class=\"l\"> Mund\u00ebsia e lidhjes s\u00eb metadatat;\n<li class=\"l\"> Modulet e integrimit p\u00ebr t'u p\u00ebrdorur si motor ruajtjeje n\u00eb nivel t\u00eb ul\u00ebt n\u00eb Spark, Dask, MariaDB, GDAL, PDAL, Rasterio, gVCF dhe PrestoDB; Bibliotekat-ndihm\u00ebse p\u00ebr API-n\u00eb C++ p\u00ebr gjuh\u00ebt Python, R, Java dhe Go.\n<\/ul>\n<p>Shqet\u00ebsimi 2.0 \u00ebsht\u00eb i ve\u00e7ant\u00eb p\u00ebr mb\u00ebshtetje t\u00eb konceptit \"DataFrame\", i cili lejon ruajtjen e t\u00eb dh\u00ebnave n\u00eb form\u00ebn e kolonave me vlera t\u00eb gjat\u00eb t\u00eb rast\u00ebsishme, t\u00eb lidhura me atribute t\u00eb caktuara. Magazina \u00ebsht\u00eb gjithashtu e optimizuar p\u00ebr p\u00ebrpunimin e grupeve t\u00eb hollakuara me madh\u00ebsi t\u00eb ndryshme (n\u00eb qelizat mund t\u00eb ruhen t\u00eb dh\u00ebna t\u00eb llojeve t\u00eb ndryshme dhe mund t\u00eb kryhen operacione p\u00ebr bashkimin e kolonave t\u00eb llojeve t\u00eb ndryshme, p\u00ebr shembull, n\u00eb ato q\u00eb ruajn\u00eb tituj, koh\u00eb dhe \u00e7mim). Shtuar mb\u00ebshtetje p\u00ebr kolonat me t\u00eb dh\u00ebna t\u00eb tipit string. Shtuar module p\u00ebr integrimin me Google Cloud Storage dhe Azure Blob Storage. Rilidhur API p\u00ebr gjuh\u00ebn R.<\/p>\n<p><noindex><a rel=\"nofollow\" name=\"link\"><\/a><\/noindex><\/p>\n<p>Burimi: <a \ncontent=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=52917\">opennet.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u043e \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435 TileDB 2.0, \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0435 \u0434\u043b\u044f \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u043c\u043d\u043e\u0433\u043e\u043c\u0435\u0440\u043d\u044b\u0445 \u043c\u0430\u0441\u0441\u0438\u0432\u043e\u0432 \u0438 \u0434\u0430\u043d\u043d\u044b\u0445, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u0445 \u0432 \u043d\u0430\u0443\u0447\u043d\u044b\u0445 \u0440\u0430\u0441\u0447\u0451\u0442\u0430\u0445. \u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043e\u0431\u043b\u0430\u0441\u0442\u0435\u0439 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f TileDB \u0443\u043f\u043e\u043c\u0438\u043d\u0430\u044e\u0442\u0441\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0433\u0435\u043d\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438, \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0438 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0442.\u0435. \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043e\u043f\u0435\u0440\u0438\u0440\u0443\u044e\u0449\u0438\u0435 \u0440\u0430\u0437\u0440\u0435\u0436\u0435\u043d\u043d\u044b\u043c\u0438 \u0438\u043b\u0438 \u043d\u0435\u043f\u0440\u0435\u0440\u044b\u0432\u043d\u043e \u0437\u0430\u043f\u043e\u043b\u043d\u044f\u0435\u043c\u044b\u043c\u0438 \u043c\u043d\u043e\u0433\u043e\u043c\u0435\u0440\u043d\u044b\u043c\u0438 \u043c\u0430\u0441\u0441\u0438\u0432\u0430\u043c\u0438. TileDB \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0421++ \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0443 \u0434\u043b\u044f \u043f\u0440\u043e\u0437\u0440\u0430\u0447\u043d\u043e\u0433\u043e \u0430\u0431\u0441\u0442\u0440\u0430\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u043a \u0434\u0430\u043d\u043d\u044b\u043c \u0438 \u043c\u0435\u0442\u0430\u0434\u0430\u043d\u043d\u044b\u043c \u0432 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u0445, \u0431\u0435\u0440\u044f \u043d\u0430 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":80992,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-80991","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u043e \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435 TileDB.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/sq\/blog\/news\/vypusk-dvizhka-hraneniya-tiledb-2-0\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.2\" \/>\n\t\t<meta 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