{"id":114431,"date":"2024-03-19T18:25:44","date_gmt":"2024-03-19T16:25:47","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/microsoft-otkryl-kod-hranilishha-garnet-sovmestimogo-s-redis"},"modified":"2024-03-19T18:25:44","modified_gmt":"2024-03-19T16:25:47","slug":"microsoft-otkryl-kod-hranilishha-garnet-sovmestimogo-s-redis","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/microsoft-otkryl-kod-hranilishha-garnet-sovmestimogo-s-redis","title":{"rendered":"Microsoft hapi kodin e depozit\u00ebs Garnet, e cila \u00ebsht\u00eb e kompaktueshme me Redis.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Kompania Microsoft hapi kodet burimore t\u00eb sistemit NoSQL Garnet, i cili \u00ebsht\u00eb i destinuar p\u00ebr krijimin e ruajtjeve t\u00eb caches dhe \u00ebsht\u00eb i pajtuesh\u00ebm me bibliotekat ekzistuese t\u00eb klientit p\u00ebr ruajtjen Redis. Garnet mb\u00ebshtet krijimin e klastereve t\u00eb shkall\u00ebzueshme p\u00ebr ruajtjen e t\u00eb dh\u00ebnave, ku \u00ebsht\u00eb e mundur t\u00eb p\u00ebrdoret replikimi, migrimi i \u00e7el\u00ebsave dhe segmentimi i t\u00eb dh\u00ebnave midis nyjeve t\u00eb klasterit. Projekti \u00ebsht\u00eb shkruar n\u00eb gjuh\u00ebn C# me nj\u00eb b\u00ebrtham\u00eb ruajtjeje n\u00eb C++, \u00ebsht\u00eb i hapur n\u00ebn licenc\u00ebn MIT dhe mund t\u00eb funksionoj\u00eb n\u00eb t\u00eb gjitha platformat q\u00eb mb\u00ebshteten n\u00eb .NET (platformat kryesore jan\u00eb shpallur Linux dhe Windows).    <\/p>\n<p>P\u00ebr ruajtjen e t\u00eb dh\u00ebnave p\u00ebrdoret motori Tsavorite (fork i ruajtjes Microsoft FASTER), i cili mb\u00ebshtet p\u00ebrpunimin shum\u00ebthirr\u00ebs t\u00eb k\u00ebrkesave, transaksionet, regjistrimin e ndryshimeve n\u00eb m\u00ebnyr\u00eb jo bllokuese (checkpointing), rikuperimin pas d\u00ebshtimesh, ruajtjen e kopjeve t\u00eb tep\u00ebrta dhe mbajtjen e logs t\u00eb operacioneve. Procesori rrjetor n\u00eb Garnet \u00ebsht\u00eb nd\u00ebrtuar duke p\u00ebrdorur arkitektur\u00ebn e memories s\u00eb ndar\u00eb, t\u00eb propozuar nga projekti hulumtues ShadowFax. Trajtimi i TLS dhe nd\u00ebrveprimi me ruajtjen kryhet n\u00eb nj\u00eb humbje, duke e lejuar k\u00ebt\u00eb t\u00eb shmang\u00eb kostot e kalimit t\u00eb humbjeve dhe t\u00eb shfryt\u00ebzoj\u00eb m\u00eb efektivisht cache-n e CPU-s\u00eb gjat\u00eb transferimit t\u00eb t\u00eb dh\u00ebnave n\u00eb rrjet.      <\/p>\n<p>Arkitektura Garnet ndan logjik\u00ebn e analiz\u00ebs dhe p\u00ebrpunimit t\u00eb k\u00ebrkesave nga operacionet me ruajtjen. T\u00eb dh\u00ebnat ruhen duke p\u00ebrdorur dy ruajtje n\u00eb formatin \u00e7el\u00ebs-vler\u00eb, t\u00eb realizuara mbi baz\u00ebn e bibliotek\u00ebs Tsavorite. Ruajtja e par\u00eb \"themeli\" \u00ebsht\u00eb optimizuar p\u00ebr ekzekutimin e shpejt\u00eb t\u00eb operacioneve me vargje, nd\u00ebrsa ruajtja e dyt\u00eb \"objektore\" \u00ebsht\u00eb optimizuar p\u00ebr vendosjen e objekteve t\u00eb komplikuara dhe llojeve t\u00eb zgjeruara t\u00eb t\u00eb dh\u00ebnave, si heshat dhe listat. Llojet e t\u00eb dh\u00ebnave n\u00eb ruajtjen e dyt\u00eb jan\u00eb realizuar me ndihm\u00ebn e bibliotekave .NET. T\u00eb dh\u00ebnat ruhen n\u00eb heap (C# heap), \u00e7ka lejon p\u00ebrdit\u00ebsim efektiv dhe n\u00eb form\u00eb t\u00eb serializuar n\u00eb disk.      <center><img decoding=\"async\" alt=\"Microsoft hapi kodin e depozit\u00ebs Garnet, e cila \u00ebsht\u00eb e kompaktueshme me Redis. \" src=\"\/wp-content\/uploads\/2024\/03\/0dfc0274c7f0f9a0bc6d38779e70a13b.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>              <\/p>\n<p>Ve\u00e7orit\u00eb e Garnet:  <\/p>\n<ul>\n<li class=\"l\"> \u00cbsht\u00eb e mundur t\u00eb krijohen ruajtje me shum\u00eb nivele, q\u00eb p\u00ebrfshijn\u00eb memorien e p\u00ebrkohshme, SSD-t\u00eb dhe ruajtjet n\u00eb re, ku t\u00eb dh\u00ebnat m\u00eb pak t\u00eb k\u00ebrkuara shp\u00ebrngul\u00ebn n\u00eb ruajtur m\u00eb t\u00eb ngadalsh\u00ebm p\u00ebr krijimin e caches, madh\u00ebsia e t\u00eb cilave \u00ebsht\u00eb m\u00eb e madhe se memorja e p\u00ebrkohshme.\n<li class=\"l\"> Mb\u00ebshtetje e zgjerueshme e pajisjeve q\u00eb lejon krijimin e shtresave t\u00eb optimizuara p\u00ebr pajisje t\u00eb ndryshme, si\u00e7 jan\u00eb shtresat p\u00ebr SSD, disqet e forta dhe ruajtja n\u00eb re Azure Storage.\n<li class=\"l\"> Mekaniz\u00ebm efikas p\u00ebr rip\u00ebrdorimin e hap\u00ebsir\u00ebs s\u00eb lir\u00eb n\u00eb kujtes\u00ebn operative, duke parandaluar fragmentimin.\n<li class=\"l\"> Limite t\u00eb personalizueshme mbi madh\u00ebsin\u00eb e memories s\u00eb p\u00ebrdorur p\u00ebr indekset, regjistrin dhe ruajtjen e objekteve.\n<li class=\"l\"> P\u00ebr qasje n\u00eb ruajtje, p\u00ebrdoret protokolli RESP, duke lejuar p\u00ebrdorimin e Garnet me klient\u00eb Redis t\u00eb pamodifikuar.\n<li class=\"l\"> Mb\u00ebshtetje p\u00ebr ruajtjen e vlerave string dhe strukturave t\u00eb dh\u00ebnash komplekse si lista, hesh, grupe, lista t\u00eb renditura dhe t\u00eb dh\u00ebna gjeo-lokacioni. Mund\u00ebsia p\u00ebr t\u00eb p\u00ebrcaktuar koh\u00ebn e jet\u00ebs s\u00eb \u00e7el\u00ebsit.\n<li class=\"l\"> Disponueshm\u00ebria e API p\u00ebr ekzekutimin e k\u00ebrkesave analitike (HLL\/Hyperloglog, Bitmap), transaksioneve (MULTI\/EXEC) dhe p\u00ebrdorimin e paradigmes publikim\/abonim.\n<li class=\"l\"> Disponueshm\u00ebria e mjeteve p\u00ebr menaxhimin fleksib\u00ebl t\u00eb aksesit n\u00ebp\u00ebrmjet ACL.\n<li class=\"l\"> Mund\u00ebsia p\u00ebr t\u00eb p\u00ebrcaktuar konfigurimin n\u00eb formatin JSON ose redis.conf.\n<li class=\"l\"> Mb\u00ebshtetje p\u00ebr lidhjen e p\u00ebrpunuesve shtes\u00eb t\u00eb rrjetit. Mund\u00ebsia e enkriptimit t\u00eb trafikut duke p\u00ebrdorur TLS (bazuar n\u00eb SslStream).\n<li class=\"l\"> Mund\u00ebsia p\u00ebr t\u00eb krijuar zgjerime n\u00eb gjuh\u00ebn C#, t\u00eb cilat realizojn\u00eb operacione shtes\u00eb me stringje dhe objekte.\n<li class=\"l\"> Mb\u00ebshtetje p\u00ebr procedurat e ruajtura transaksionale q\u00eb mbulojn\u00eb disa \u00e7el\u00ebsa.\n<li class=\"l\"> Mund\u00ebsia p\u00ebr t\u00eb rikthyer gjendjen nga nj\u00eb pozite t\u00eb ruajtur m\u00eb par\u00eb (checkpoint-recovery). Disponueshm\u00ebria e nj\u00eb m\u00ebnyre vet\u00ebm p\u00ebr shtim (AOF, append-only file), ku t\u00eb dh\u00ebnat e vjetra mbeten t\u00eb aksesueshme dhe nuk z\u00ebvend\u00ebsohen.\n<li class=\"l\"> Mb\u00ebshtetje p\u00ebr krijimin e nj\u00eb klasteri ruajtjeje me replikim, segmentim (Sharding), migracion dinamik t\u00eb \u00e7el\u00ebsave midis nyjeve dhe rikthimin e nyjeve t\u00eb d\u00ebshtuara.\n<li class=\"l\"> Performanc\u00eb e lart\u00eb dhe vonesa t\u00eb ul\u00ebta gjat\u00eb ekzekutimit t\u00eb k\u00ebrkesave. P\u00ebrpunimi efektiv i k\u00ebrkesave t\u00eb vogla me shum\u00eb sesione klient\u00ebsh, duke arritur nj\u00eb shkall\u00eb kalimi (numri i k\u00ebrkesave t\u00eb p\u00ebrpunuara p\u00ebr sekond\u00eb) shum\u00eb m\u00eb t\u00eb lart\u00eb se zgjidhjet konkurrente. N\u00eb nisje n\u00eb <a class=\"wpil_keyword_link\" href=\"https:\/\/prohoster.info\/sq\/vps\/abuzoustojchivye-vps\/\"   title=\"makina virtuale\" data-wpil-keyword-link=\"linked\"  data-wpil-monitor-id=\"4244\">makina virtuale<\/a> N\u00eb Azure, n\u00eb shumic\u00ebn e rasteve, vonesat e qasjes s\u00eb klientit nuk e tejkalojn\u00eb 300 mikrosend. N\u00eb testet e kryera, Garnet tejkalon ndjesh\u00ebm Redis, Dragonfly dhe KeyDB n\u00eb performanc\u00eb dhe p\u00ebrgjigje. N\u00eb disa teste, Garnet ekalon sistemet konkuruese deri n\u00eb dhjet\u00eb her\u00eb.      <center><img decoding=\"async\" alt=\"Microsoft hapi kodin e depozit\u00ebs Garnet, e cila \u00ebsht\u00eb e kompaktueshme me Redis. \" src=\"\/wp-content\/uploads\/2024\/03\/eac4512021ec4d8d2841708e66c56801.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>  <center><img decoding=\"async\" alt=\"Microsoft hapi kodin e depozit\u00ebs Garnet, e cila \u00ebsht\u00eb e kompaktueshme me Redis. \" src=\"\/wp-content\/uploads\/2024\/03\/c50a64571f4aa25aee8ab621b94cc023.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>        <center><img decoding=\"async\" alt=\"Microsoft hapi kodin e depozit\u00ebs Garnet, e cila \u00ebsht\u00eb e kompaktueshme me Redis. \" src=\"\/wp-content\/uploads\/2024\/03\/1c1e18d9c5286d5d1d523accd933f6cf.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <center><img decoding=\"async\" alt=\"Microsoft hapi kodin e depozit\u00ebs Garnet, e cila \u00ebsht\u00eb e kompaktueshme me Redis. \" src=\"\/wp-content\/uploads\/2024\/03\/16cc172596f09b1fc4c69ca3e5b14aa1.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>            <\/ul>\n<p>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=60808\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Microsoft \u043e\u0442\u043a\u0440\u044b\u043b\u0430 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0435 \u0442\u0435\u043a\u0441\u0442\u044b NoSQL-\u0441\u0438\u0441\u0442\u0435\u043c\u044b Garnet, \u0440\u0430\u0441\u0441\u0447\u0438\u0442\u0430\u043d\u043d\u043e\u0439 \u043d\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043a\u044d\u0448\u0438\u0440\u0443\u044e\u0449\u0438\u0445 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449 \u0438 \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u043c\u043e\u0439 \u0441 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u043c\u0438 \u043a\u043b\u0438\u0435\u043d\u0442\u0441\u043a\u0438\u043c\u0438 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430\u043c\u0438 \u0434\u043b\u044f \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 Redis. Garnet \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u044b\u0445 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043e\u0432 \u0434\u043b\u044f \u043a\u044d\u0448\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043c\u043e\u0436\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0440\u0435\u043f\u043b\u0438\u043a\u0430\u0446\u0438\u044f, \u043c\u0438\u0433\u0440\u0430\u0446\u0438\u044f \u043a\u043b\u044e\u0447\u0435\u0439 \u0438 \u0441\u0435\u0433\u043c\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u043c\u0435\u0436\u0434\u0443 \u0443\u0437\u043b\u0430\u043c\u0438 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0430. \u041f\u0440\u043e\u0435\u043a\u0442 \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 C# \u0441 \u044f\u0434\u0440\u043e\u043c \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u043d\u0430 C++, \u043e\u0442\u043a\u0440\u044b\u0442 \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":114432,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-114431","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=\"\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Microsoft \u043e\u0442\u043a\u0440\u044b\u043b\u0430 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0435 \u0442\u0435\u043a\u0441\u0442\u044b NoSQL-\u0441\u0438\u0441\u0442\u0435\u043c\u044b Garnet, \u0440\u0430\u0441\u0441\u0447\u0438\u0442\u0430\u043d\u043d\u043e\u0439 \u043d\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043a\u044d\u0448\u0438\u0440\u0443\u044e\u0449\u0438\u0445 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449 \u0438 \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u043c\u043e\u0439 \u0441 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u043c\u0438 \u043a\u043b\u0438\u0435\u043d\u0442\u0441\u043a\u0438\u043c\u0438 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430\u043c\u0438 \u0434\u043b\u044f \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 Redis.\" \/>\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\/microsoft-otkryl-kod-hranilishha-garnet-sovmestimogo-s-redis\" \/>\n\t<meta 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