{"id":124625,"date":"2025-05-11T15:05:06","date_gmt":"2025-05-11T13:05:06","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/dostupen-opensearch-3-0-fork-platformy-elasticsearch"},"modified":"2025-05-11T15:05:06","modified_gmt":"2025-05-11T13:05:06","slug":"dostupen-opensearch-3-0-fork-platformy-elasticsearch","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/dostupen-opensearch-3-0-fork-platformy-elasticsearch","title":{"rendered":"OpenSearch 3.0 \u00ebsht\u00eb i disponuesh\u00ebm, fork i platform\u00ebs Elasticsearch","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Organizata joqeveritare OpenSearch Software Foundation, e kontrolluar nga Linux Foundation, publikoi versionin e projektit OpenSearch 3.0, q\u00eb zhvillon nj\u00eb fork t\u00eb platform\u00ebs p\u00ebr k\u00ebrkimin, analiz\u00ebn dhe ruajtjen e t\u00eb dh\u00ebnave Elasticsearch dhe nd\u00ebrfaqes web Kibana. N\u00eb zhvillimin e fork-ut marrin pjes\u00eb kompani si Amazon, SAP, Uber, Aryn, Atlassian, Canonical, DigitalOcean dhe NetAp. Kodi shp\u00ebrndahet n\u00ebn licenc\u00ebn Apache 2.0.    <\/p>\n<p>Fork-u u krijua n\u00eb vitin 2021 si p\u00ebrgjigje ndaj kalimit t\u00eb projektit Elasticsearch n\u00eb nj\u00eb licenc\u00eb t\u00eb pabesueshme SSPL (Server Side Public License) dhe nd\u00ebrprerjes s\u00eb publikimit t\u00eb ndryshimeve n\u00ebn licenc\u00ebn e vjet\u00ebr Apache 2.0. Pavar\u00ebsisht rikthimit t\u00eb Elasticsearch n\u00eb p\u00ebrdorimin e nj\u00eb license t\u00eb lir\u00eb, projekti OpenSearch nuk ka humbur relevanc\u00ebn e tij, pasi vazhdoi p\u00ebrdorimin e licenc\u00ebs permissive Apache 2.0 n\u00eb vend t\u00eb licenc\u00ebs AGPLv3, n\u00eb t\u00eb cil\u00ebn kaloi Elasticsearch, si dhe zhvillohet nj\u00eb seri nd\u00ebrtimesh specifike, q\u00eb m\u00eb par\u00eb u ofruan nga Amazon n\u00eb nj\u00eb shp\u00ebrndarje t\u00eb ve\u00e7ant\u00eb Open Distro for Elasticsearch dhe z\u00ebvend\u00ebsojn\u00eb komponent\u00ebt me pages\u00eb t\u00eb Elasticsearch.    <\/p>\n<p>OpenSearch p\u00ebrfshin motorin e ruajtjes dhe k\u00ebrkimit OpenSearch, nd\u00ebrfaqen web dhe mjedisin e vizualizimit t\u00eb t\u00eb dh\u00ebnave OpenSearch Dashboards, si dhe nj\u00eb grup shtesash p\u00ebr m\u00ebsimin e makinerive, mb\u00ebshtetje SQL, gjenerimin e njoftimeve, diagnostikimin e performanc\u00ebs s\u00eb klasterit, enkriptimin e trafikut, ndarjen e aksesit n\u00eb baz\u00eb t\u00eb roleve (RBAC), autentikimin p\u00ebrmes Active Directory, Kerberos, SAML dhe OpenID, zbatimin e nj\u00eb pike t\u00eb vetme hyrjeje (SSO) dhe mbajtjen e nj\u00eb regjistri t\u00eb detajuar p\u00ebr auditim.     <\/p>\n<p>Disa nga ndryshimet n\u00eb OpenSearch 3.0:  <\/p>\n<ul>\n<li class=\"l\"> Shtuar motorin vektorik (OpenSearch Vector Engine), i cili mund t\u00eb p\u00ebrdoret p\u00ebr ruajtjen dhe pun\u00ebn me t\u00eb dh\u00ebnat q\u00eb p\u00ebrdoren n\u00eb sistemet e m\u00ebsimit t\u00eb makinerive. P\u00ebr t\u00eb acceleruar k\u00ebrkimin vektorik, jan\u00eb angazhuar llogaritje n\u00eb an\u00ebn e GPU, duke rritur shpejt\u00ebsin\u00eb e indeksimit me 9.3 her\u00eb dhe ulur kostot operative me 3.75 her\u00eb krahasuar me zgjidhjet q\u00eb p\u00ebrdorin vet\u00ebm CPU. P\u00ebr t\u00eb organizuar nd\u00ebrveprimin me burimet e t\u00eb dh\u00ebnave, aplikacionet LLM dhe platformat AI, \u00ebsht\u00eb realizuar mb\u00ebshtetje p\u00ebr protokollin MCP (Model Context Protocol). Integrimi me agjent\u00ebt AI t\u00eb kompanive Anthropic, LangChain dhe OpenAI mb\u00ebshtetet.\n<li class=\"l\"> Shtuar optimizimi q\u00eb lejon uljen e madh\u00ebsis\u00eb s\u00eb ruajtjes s\u00eb vektor\u00ebve k-NN (k-fqinj\u00ebt m\u00eb t\u00eb af\u00ebrt) me nj\u00eb t\u00eb tret\u00ebn, si dhe deri n\u00eb 30 her\u00eb uljen e vonesave gjat\u00eb ekzekutimit t\u00eb k\u00ebrkesave menj\u00ebher\u00eb pas nisjes (start i ftoht\u00eb) p\u00ebrmes heqjes s\u00eb informacionit t\u00eb tep\u00ebrt t\u00eb dyt\u00eb dhe p\u00ebrdorimit t\u00eb t\u00eb dh\u00ebnave fillestare p\u00ebr rikrijimin e informacionit t\u00eb nevojsh\u00ebm.\n<li class=\"l\"> Shtuar nj\u00eb mund\u00ebsi eksperimentale p\u00ebr p\u00ebrdorimin e protokollit gRPC (protobuf mbi gRPC) p\u00ebr transferimin e t\u00eb dh\u00ebnave midis klient\u00ebve <a class=\"wpil_keyword_link\" href=\"https:\/\/prohoster.info\/sq\/server\/dts-dusseldorf\/\"   title=\"server\u00ebve\" data-wpil-keyword-link=\"linked\"  data-wpil-monitor-id=\"3463\">server\u00ebve<\/a> dhe nyjeve t\u00eb ruajtjes. Krahasuar me JSON, p\u00ebrdorimi i gRPC lejon uljen e kostove t\u00eb serializimit dhe rritjen e performanc\u00ebs p\u00ebrmes d\u00ebrgimit t\u00eb shum\u00eb k\u00ebrkesave n\u00eb nj\u00eb lidhje TCP.\n<li class=\"l\"> Shtuar modin pull p\u00ebr marrjen e t\u00eb dh\u00ebnave, ku OpenSearch drejtp\u00ebrdrejt k\u00ebrkon t\u00eb dh\u00ebnat nga burime streaming, si Apache Kafka dhe Amazon Kinesis.\n<li class=\"l\"> N\u00eb klaster, \u00ebsht\u00eb ofruar mund\u00ebsia e ndarjes s\u00eb trafikut lidhur me indeksimin dhe k\u00ebrkimin. Shtuar API q\u00eb lejon \u00e7aktivizimin e operacioneve t\u00eb shkrimit dhe l\u00ebnien e indeksit t\u00eb aksesuesh\u00ebm vet\u00ebm p\u00ebr k\u00ebrkim me q\u00ebllim optimizimin e pun\u00ebs me t\u00eb dh\u00ebnat q\u00eb nuk do t\u00eb ndryshojn\u00eb (konfigurime, n\u00eb t\u00eb cilat t\u00eb dh\u00ebnat shkruhen nj\u00eb her\u00eb dhe lexohen shum\u00eb her\u00eb).\n<li class=\"l\"> Rritur integrimi me Apache Calcite dhe realizuar mund\u00ebsia e p\u00ebrdorimit t\u00eb gjuh\u00ebs s\u00eb pyetjeve PPL (Piped Processing Language) p\u00ebr operacionet e k\u00ebrkimit, filtrimit dhe bashkimit.\n<li class=\"l\"> Siguruar p\u00ebrcaktimin automatik t\u00eb llojit t\u00eb indekseve. P\u00ebr indekset me t\u00eb dh\u00ebna t\u00eb lidhura me regjistrimin e ditar\u00ebve, jan\u00eb angazhuar optimizime specifike q\u00eb shpejtojn\u00eb operacionet e analiz\u00ebs s\u00eb ditar\u00ebve.\n<li class=\"l\"> Motori i k\u00ebrkimit t\u00eb plot\u00ebtekstual Lucene \u00ebsht\u00eb p\u00ebrdit\u00ebsuar n\u00eb deg\u00ebn 10, n\u00eb t\u00eb cil\u00ebn \u00ebsht\u00eb p\u00ebrmir\u00ebsuar puna me indekset dhe \u00ebsht\u00eb rritur performanca e procesimit paralel t\u00eb detyrave.\n<li class=\"l\"> Shtuar mb\u00ebshtetje p\u00ebr modulat Java (Java Platform Module System) p\u00ebr ndarjen e komponent\u00ebve n\u00eb biblioteka t\u00eb ve\u00e7anta. Si version minimal \u00ebsht\u00eb shpallur l\u00ebshimi Java 21.\n<li class=\"l\"> Rritur shpejt\u00ebsin\u00eb e pun\u00ebs me intervale vlerash dhe fusha q\u00eb p\u00ebrmbajn\u00eb data dhe numra (shpejt\u00ebsia e testit Big5 u rrit me 25%). Shpejtuar operacionet e agregimit t\u00eb t\u00eb dh\u00ebnave (n\u00eb testin p90 vonesat u ul\u00ebn me 75%). P\u00ebr vektor\u00ebt k-NN, si parazgjedhje \u00ebsht\u00eb aktivizuar m\u00ebnyra e ndarjes s\u00eb k\u00ebrkimeve t\u00eb segmenteve, q\u00eb lejoi nj\u00eb rritje prej 2.5 her\u00eb t\u00eb performanc\u00ebs s\u00eb k\u00ebrkesave.      <\/ul>\n<p>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=63218\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041d\u0435\u043a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u0430\u044f \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f OpenSearch Software Foundation, \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u0430\u044f Linux Foundation, \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b\u0430 \u0440\u0435\u043b\u0438\u0437 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 OpenSearch 3.0, \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u044e\u0449\u0435\u0433\u043e \u0444\u043e\u0440\u043a \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u043f\u043e\u0438\u0441\u043a\u0430, \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0438 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 Elasticsearch \u0438 web-\u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0430 Kibana. \u0412 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0444\u043e\u0440\u043a\u0430 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u044e\u0442 \u0443\u0447\u0430\u0441\u0442\u0438\u0435 \u0442\u0430\u043a\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u043a\u0430\u043a Amazon, SAP, Uber, Aryn, Atlassian, Canonical, DigitalOcean \u0438 NetAp. \u041a\u043e\u0434 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 Apache 2.0. \u0424\u043e\u0440\u043a \u0431\u044b\u043b \u0441\u043e\u0437\u0434\u0430\u043d \u0432 2021 \u0433\u043e\u0434\u0443 \u0432 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-124625","post","type-post","status-publish","format-standard","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041d\u0435\u043a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u0430\u044f \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f OpenSearch Software Foundation, \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u0435\u043c\u0430\u044f Linux Foundation, 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