{"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>, optimizuar p\u00ebr ruajtjen e matricave shum\u00ebdimensionale dhe t\u00eb dh\u00ebnave q\u00eb p\u00ebrdoren n\u00eb llogaritjet shkencore. Si\u00e7 p\u00ebrmenden aplikacionet e TileDB, jan\u00eb disa sisteme p\u00ebrpunimi t\u00eb 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 grupe t\u00eb shp\u00ebrndara<\/a><\/noindex> ose me matrica shum\u00ebdimensionale q\u00eb mbushen vazhdimisht. TileDB ofron nj\u00eb bibliotek\u00eb C++ p\u00ebr t\u00eb abstraktuar n\u00eb m\u00ebnyr\u00eb t\u00eb qart\u00eb aksesin n\u00eb t\u00eb dh\u00ebna dhe metadata n\u00eb aplikacione, duke marr\u00eb p\u00ebrsip\u00ebr t\u00eb gjitha pun\u00ebt e organizimit t\u00eb ul\u00ebt p\u00ebr ruajtjen efektive. Kodi i projektit \u00ebsht\u00eb shkruar n\u00eb C++ dhe <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/TileDB-Inc\/TileDB\">distribuohet<\/a><\/noindex> \u00ebsht\u00eb n\u00ebn licenc\u00ebn MIT. Mb\u00ebshtetet funksionimi n\u00eb Linux, macOS dhe Windows.<\/p>\n<p>Karakteristikat kryesore t\u00eb TileDB:<\/p>\n<ul>\n<li class=\"l\"> Metodat efektive t\u00eb ruajtjes p\u00ebr matricat e shp\u00ebrndara, t\u00eb dh\u00ebnat e t\u00eb cilave nuk ndjekin nj\u00eb vazhdim\u00ebsi, matrica mbushet me fragmente dhe shumica e elementeve mbeten bosh ose marrin t\u00eb nj\u00ebjtin vler\u00eb.\n<li class=\"l\"> Mund\u00ebsia e aksesit n\u00eb t\u00eb dh\u00ebna n\u00eb formatin \u00e7el\u00ebs - vler\u00eb ose grupe kolonash (<noindex><a rel=\"nofollow\" href=\"https:\/\/docs.tiledb.com\/main\/handling-dataframes\">DataFrame<\/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\"> Mb\u00ebshtetje integrimi me ruajtjet cloud AWS S3, Google Cloud Storage dhe Azure Blob Storage;\n<li class=\"l\"> Mb\u00ebshtetje p\u00ebr matricat mozaike (blokesh);\n<li class=\"l\"> Mund\u00ebsia e p\u00ebrdorimit t\u00eb algoritmeve t\u00eb ndrysh\u00ebm p\u00ebr kompresionin dhe enkriptimin e t\u00eb dh\u00ebnave;\n<li class=\"l\"> Mb\u00ebshtetje p\u00ebr verifikimin e integritetit p\u00ebrmes kontrolleve t\u00eb shumave;\n<li class=\"l\"> Funksionimi n\u00eb modalitetin shum\u00ebfisht\u00eb me paralalelizimin e hyrjes\/daljes;\n<li class=\"l\"> Mb\u00ebshtetje p\u00ebr versionimin e t\u00eb dh\u00ebnave t\u00eb ruajtura, p\u00ebrfshir\u00eb p\u00ebr marrjen e gjendjes 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 metadatave;\n<li class=\"l\"> Mb\u00ebshtetje p\u00ebr grumbullimin e t\u00eb dh\u00ebnave;\n<li class=\"l\"> Module integrimi p\u00ebr t'u p\u00ebrdorur si nj\u00eb motor i ruajtjes n\u00eb nivele t\u00eb ul\u00ebta n\u00eb Spark, Dask, MariaDB, GDAL, PDAL, Rasterio, gVCF dhe PrestoDB;\n<li class=\"l\"> Biblioteka lidh\u00ebse mbi API C++ p\u00ebr gjuh\u00ebt Python, R, Java dhe Go.\n<\/ul>\n<p>Episodi 2.0 \u00ebsht\u00eb i ve\u00e7ant\u00eb p\u00ebr mb\u00ebshtetje t\u00eb konceptit &#171;DataFrame&#187;, i cili mund\u00ebson ruajtjen e t\u00eb dh\u00ebnave n\u00eb form\u00ebn e kolonave me vlera t\u00eb gjat\u00eb t\u00eb ndryshme, t\u00eb lidhura me atribute t\u00eb caktuara. Ruajtja \u00ebsht\u00eb gjithashtu optimizuar p\u00ebr p\u00ebrpunimin e masiv\u00ebve t\u00eb sparse me madh\u00ebsi t\u00eb ndryshme (n\u00eb qeliza mund t\u00eb ruhen t\u00eb dh\u00ebna t\u00eb llojeve t\u00eb ndryshme dhe mund t\u00eb kryhen operacione bashkimi t\u00eb kolonave t\u00eb ndryshme lloji, p\u00ebr shembull, ato q\u00eb ruajn\u00eb emrin, koh\u00ebn dhe \u00e7mimin). \u00cbsht\u00eb shtuar mb\u00ebshtetja p\u00ebr kolonat me t\u00eb dh\u00ebna tekstuale. Jan\u00eb shtuar module p\u00ebr integrimin me Google Cloud Storage dhe Azure Blob Storage. API-ja p\u00ebr gjuh\u00ebn R \u00ebsht\u00eb ridizajnuar.<\/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 5.0.0.1 - 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) 5.0.0.1\" \/>\n\t\t<meta 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