{"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\/sk\/blog\/news\/dostupen-opensearch-3-0-fork-platformy-elasticsearch","title":{"rendered":"K dispoz\u00edcii je OpenSearch 3.0, fork platformy Elasticsearch","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Neziskov\u00e1 organiz\u00e1cia OpenSearch Software Foundation, kontrolovan\u00e1 Linux Foundation, zverejnila vydanie projektu OpenSearch 3.0, ktor\u00fd vyv\u00edja fork platformy na vyh\u013ead\u00e1vanie, anal\u00fdzu a uchov\u00e1vanie \u00fadajov Elasticsearch a webov\u00e9ho rozhrania Kibana. Na v\u00fdvoji forku sa podie\u013eaj\u00fa tak\u00e9 spolo\u010dnosti, ako Amazon, SAP, Uber, Aryn, Atlassian, Canonical, DigitalOcean a NetAp. K\u00f3d sa \u0161\u00edri pod licenciou Apache 2.0.    <\/p>\n<p>Fork bol vytvoren\u00fd v roku 2021 v reakcii na prechod projektu Elasticsearch na neslobodn\u00fa licenciu SSPL (Server Side Public License) a zastavenie publikovania zmien pod starou licenciou Apache 2.0. Napriek n\u00e1vratu Elasticsearch k pou\u017e\u00edvaniu slobodnej licencie si projekt OpenSearch zachoval svoju relevantnos\u0165, preto\u017ee na\u010falej vyu\u017e\u00edva permiss\u00edvnu licenciu Apache 2.0 namiesto licencie AGPLv3, na ktor\u00fa pre\u0161iel Elasticsearch, a tie\u017e sa vyv\u00edja rad \u0161pecifick\u00fdch nadstavieb, ktor\u00e9 predt\u00fdm poskytovala spolo\u010dnos\u0165 Amazon v samostatnom distrib\u00fate Open Distro for Elasticsearch a ktor\u00e9 nahradili platen\u00e9 komponenty Elasticsearch.    <\/p>\n<p>OpenSearch zah\u0155\u0148a motor na uchov\u00e1vanie a vyh\u013ead\u00e1vanie OpenSearch, webov\u00e9 rozhranie a prostredie na vizualiz\u00e1ciu \u00fadajov OpenSearch Dashboards, ako aj s\u00fabor doplnkov pre strojov\u00e9 u\u010denie, podporu SQL, generovanie ozn\u00e1men\u00ed, diagnostiku v\u00fdkonnosti klastrov, \u0161ifrovanie prev\u00e1dzky, rozdelenie pr\u00edstupu na z\u00e1klade rol\u00ed (RBAC), autentifik\u00e1ciu prostredn\u00edctvom Active Directory, Kerberos, SAML a OpenID, realiz\u00e1ciu jedine\u010dn\u00e9ho bodu pr\u00edstupu (SSO) a vedenie podrobn\u00e9ho logu na audit.     <\/p>\n<p>Medzi zmenami v OpenSearch 3.0:  <\/p>\n<ul>\n<li class=\"l\"> Bol pridan\u00fd vektorov\u00fd motor (OpenSearch Vector Engine), ktor\u00fd m\u00f4\u017ee by\u0165 pou\u017eit\u00fd na uchov\u00e1vanie a spracovanie \u00fadajov pou\u017e\u00edvan\u00fdch v syst\u00e9moch strojov\u00e9ho u\u010denia. Na ur\u00fdchlenie vektorov\u00e9ho vyh\u013ead\u00e1vania s\u00fa nasaden\u00e9 v\u00fdpo\u010dty na strane GPU, ktor\u00e9 umo\u017enili zv\u00fd\u0161i\u0165 r\u00fdchlos\u0165 indexovania 9.3-kr\u00e1t a zn\u00ed\u017ei\u0165 prev\u00e1dzkov\u00e9 n\u00e1klady 3.75-kr\u00e1t v porovnan\u00ed so rie\u0161eniami, ktor\u00e9 pou\u017e\u00edvaj\u00fa iba CPU. Na zabezpe\u010denie interakcie so zdrojmi \u00fadajov, LLM aplik\u00e1ciami a AI platformami bola implementovan\u00e1 podpora protokolu MCP (Model Context Protocol). Podporuje sa integr\u00e1cia s AI agentmi spolo\u010dnost\u00ed Anthropic, LangChain a OpenAI.\n<li class=\"l\"> Pridan\u00e1 optimaliz\u00e1cia, ktor\u00e1 umo\u017e\u0148uje zn\u00ed\u017ei\u0165 ve\u013ekos\u0165 \u00falo\u017eiska vektorov k-NN (k najbli\u017e\u0161\u00edch susedov) o tretinu, a a\u017e 30-kr\u00e1t skr\u00e1ti\u0165 oneskorenia pri vykon\u00e1van\u00ed po\u017eiadaviek hne\u010f po spusten\u00ed (ststuden\u00e9 \u0161tart) odstr\u00e1nen\u00edm nadbyto\u010dn\u00fdch sekund\u00e1rnych inform\u00e1ci\u00ed a vyu\u017eit\u00edm prim\u00e1rnych \u00fadajov na rekon\u0161trukciu potrebn\u00fdch inform\u00e1ci\u00ed.\n<li class=\"l\"> Pridan\u00e1 experiment\u00e1lna mo\u017enos\u0165 vyu\u017eitia protokolu gRPC (protobuf nad gRPC) na prenos \u00fadajov medzi klientmi, <a class=\"wpil_keyword_link\" href=\"https:\/\/prohoster.info\/sk\/server\/dts-dusseldorf\/\"   title=\"servermi\" data-wpil-keyword-link=\"linked\"  data-wpil-monitor-id=\"3463\">servermi<\/a> a uzlami \u00falo\u017eiska. V porovnan\u00ed s JSON vyu\u017eitie gRPC umo\u017e\u0148uje zn\u00ed\u017ei\u0165 n\u00e1klady na serializ\u00e1ciu a zv\u00fd\u0161i\u0165 v\u00fdkon v\u010faka s\u00fa\u010dasn\u00e9mu odosielaniu r\u00f4znych po\u017eiadaviek v jednom TCP pripojen\u00ed.\n<li class=\"l\"> Pridan\u00fd pull-re\u017eim z\u00edskavania \u00fadajov, kde OpenSearch priamo \u017eiada \u00fadaje z streamov\u00fdch zdrojov, ako s\u00fa Apache Kafka a Amazon Kinesis.\n<li class=\"l\"> V klastri bola poskytnut\u00e1 mo\u017enos\u0165 rozdelenia prev\u00e1dzky s\u00favisiacej s indexovan\u00edm a vyh\u013ead\u00e1van\u00edm. Pridan\u00e9 API, ktor\u00e9 umo\u017e\u0148uje vypn\u00fa\u0165 oper\u00e1cie z\u00e1pisu a ponecha\u0165 index len pre vyh\u013ead\u00e1vanie na optimaliz\u00e1ciu pr\u00e1ce s \u00fadajmi, ktor\u00e9 sa nebud\u00fa meni\u0165 (konfigur\u00e1cie, v ktor\u00fdch sa \u00fadaje zapisuj\u00fa raz a \u010d\u00edtaj\u00fa viackr\u00e1t).\n<li class=\"l\"> Roz\u0161\u00edren\u00e1 integr\u00e1cia s Apache Calcite a implementovan\u00e1 mo\u017enos\u0165 vyu\u017eitia jazyka dotazov PPL (Piped Processing Language) na oper\u00e1cie vyh\u013ead\u00e1vania, filtrovania a zl\u00fa\u010denia.\n<li class=\"l\"> Zabezpe\u010den\u00e9 automatick\u00e9 ur\u010dovanie typu indexov. Pre indexy s \u00fadajmi s\u00favisiacimi s veden\u00edm logov s\u00fa pou\u017eit\u00e9 \u0161pecifick\u00e9 optimaliz\u00e1cie, ktor\u00e9 ur\u00fdch\u013euj\u00fa oper\u00e1cie anal\u00fdzy logov.\n<li class=\"l\"> Vyh\u013ead\u00e1vac\u00ed engine Lucene bol aktualizovan\u00fd na vetvu 10, v ktorej bola zlep\u0161en\u00e1 pr\u00e1ca s indexami a zv\u00fd\u0161en\u00fd v\u00fdkon pri paralelnom spracovan\u00ed \u00faloh.\n<li class=\"l\"> Pridan\u00e1 podpora Java modulov (Java Platform Module System) na rozdelenie komponentov do samostatn\u00fdch kni\u017en\u00edc. Minim\u00e1lna verzia je verzia Java 21.\n<li class=\"l\"> Zr\u00fdchlen\u00e1 pr\u00e1ca s rozsahmi hodn\u00f4t a poliach obsahuj\u00facich d\u00e1tumy a \u010d\u00edsla (r\u00fdchlos\u0165 prechodu testovac\u00edm s\u00faborom Big5 sa zv\u00fd\u0161ila o 25%). Ur\u00fdchlen\u00e9 oper\u00e1cie agregovania \u00fadajov (v teste p90 sa oneskorenia zn\u00ed\u017eili o 75%). Pre vektory k-NN je predvolene zapnut\u00fd re\u017eim paraleliz\u00e1cie h\u013eadania segmentov, ktor\u00fd umo\u017enil 2,5-n\u00e1sobne zv\u00fd\u0161i\u0165 v\u00fdkon po\u017eiadaviek.      <\/ul>\n<p>Zdroj: <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-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - 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, \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, 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