{"id":34891,"date":"2019-10-31T22:01:07","date_gmt":"2019-10-31T19:01:07","guid":{"rendered":"https:\/\/prohoster.info\/blog\/dostupna-sistema-raspredelyonnyh-vychislenij-apache-storm-2-0\/"},"modified":"2019-10-31T22:01:07","modified_gmt":"2019-10-31T19:01:07","slug":"dostupna-sistema-raspredelyonnyh-vychislenij-apache-storm-2-0","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/novosti-interneta\/dostupna-sistema-raspredelyonnyh-vychislenij-apache-storm-2-0","title":{"rendered":"Saadaval on jaotatud arvutuss\u00fcsteem Apache Storm 2.0","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><noindex><a rel=\"nofollow\" href=\"http:\/\/storm.apache.org\/2019\/05\/30\/storm200-released.html\">N\u00e4gi ilmavalgust<\/a><\/noindex> m\u00e4rkimisv\u00e4\u00e4rne s\u00fcndmuste jaotamise s\u00fcsteemi v\u00e4ljund <noindex><a rel=\"nofollow\" href=\"http:\/\/storm.apache.org\/\">Apache Storm 2.0<\/a><\/noindex>, mis on m\u00e4rkimisv\u00e4\u00e4rne \u00fcleminek uuele arhitektuurile, mis on teostatud Java keeles, selle asemel, et kasutada varem Clojure keelt. <\/p>\n<p>Projekt v\u00f5imaldab korraldada erinevate s\u00fcndmuste garanteeritud t\u00f6\u00f6tlemist reaalajas. N\u00e4iteks saab Stormi kasutada reaalajas andmevoogude anal\u00fc\u00fcsimiseks, masin\u00f5ppe \u00fclesannete t\u00e4itmiseks, pidevate arvutuste korraldamiseks, RPC, ETL jms rakendamiseks. S\u00fcsteem toetab klasterdamist, talitluspidevuse loomist, garanteeritud andmete t\u00f6\u00f6tlemise re\u017eiimi ja omab k\u00f5rget j\u00f5udlust, piisavat enam kui miljoni p\u00e4ringu t\u00f6\u00f6tlemiseks sekundis \u00fche klastris\u00f5lme kohta. <\/p>\n<p>Toetatakse integreerimist erinevate j\u00e4rjekorrateenuste ja andmebaastehnoloogiatega. Stormi arhitektuur eeldab struktuurimata, pidevalt v\u00e4rskendatavate andmevoogude vastuv\u00f5tmist ja t\u00f6\u00f6tlemist, kasutades suvalisi keerulisi t\u00f6\u00f6tlejaid, v\u00f5imaldades erinevate arvutusetappide vahel jaotamist. Projekt oli edastatud Apache kogukonnale p\u00e4rast seda, kui Twitter omandas BackType'i, algselt raamistikku arendanud ettev\u00f5ttes. Praktikas on Stormi kasutatud BackType'is s\u00fcndmuste peegeldamise anal\u00fc\u00fcsimiseks mikrobloomides, sidudes reaalajas uusi tweete ja neis kasutatud linke (n\u00e4iteks hinnati, kuidas v\u00e4lised lingid v\u00f5i Twitteris avaldatud teadanded teiste kasutajate poolt edastatakse). <\/p>\n<p>Stormi funktsionaalsus sarnaneb Hadoopi platvormiga, kuid peamine erinevus seisneb selles, et andmed ei salvestata ladustamisse, vaid tulevad v\u00e4ljastpoolt ja t\u00f6\u00f6deldakse reaalajas. Stormis ei ole sisseehitatud kihti andmete organiseerimiseks ja anal\u00fc\u00fctiline p\u00e4ring rakendatakse saabuvatele andmetele seni, kuni see t\u00fchistatakse (kui Hadoopis kasutatakse l\u00f5putut aega kulutavaid MapReduce-t\u00f6id, siis Stormis rakendatakse pidevalt t\u00f6\u00f6tavaid \u201etopoloogiaid\u201d). T\u00f6\u00f6tlejate t\u00e4itmine v\u00f5ib olla jaotatud mitme serveri vahel \u2014 Storm jagab automaatselt voogudega t\u00f6\u00f6tamise mitmetesse klastrisse. <\/p>\n<p>Alguses kirjutati s\u00fcsteem Clojure'i keeles ja see k\u00e4itab JVM-i virtuaalmasinas. Apache'i fondis k\u00e4ivitus algatus Stormi t\u00f5lkimiseks uuele tuumale, mis on kirjutatud Java-s, mille tulemused on esitatud Apache Storm 2.0 v\u00e4ljaandes. K\u00f5ik platvormi p\u00f5hikomponendid on \u00fcmber kirjutatud Java-s. Clojure'is \u00fclesannete kirjutamise toetus on s\u00e4ilinud, kuid n\u00fc\u00fcd pakutakse seda sidemete kujul. Storm 2.0.0 t\u00f6\u00f6ks on vajalik Java 8. T\u00e4ielikult on \u00fcmber t\u00f6\u00f6tatud mitme l\u00f5ime t\u00f6\u00f6tlemise mudel, mis v\u00f5imaldas <noindex><a rel=\"nofollow\" href=\"https:\/\/yahoodevelopers.tumblr.com\/post\/185258393008\/apache-storm-20-improvements\">saavutada<\/a><\/noindex> m\u00e4rkimisv\u00e4\u00e4rset j\u00f5udluse t\u00f5usu (m\u00f5nede topoloogiate puhul on viivitused l\u00fchenenud 50-80%).<\/p>\n<p><center><noindex><a rel=\"nofollow\" href=\"https:\/\/69.media.tumblr.com\/3f630f757d60a09d5f50c78938262b61\/tumblr_inline_pscc4bXpK91wxhpzr_500.png\"><img decoding=\"async\" alt=\"Saadaval on jaotatud arvutuss\u00fcsteem Apache Storm 2.0\" src=\"\/wp-content\/uploads\/2019\/06\/b59ad4ac2234ca882718d30679f2e85e.png\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><\/center><\/p>\n<p>Uues versioonis on samuti esitatud uus t\u00fc\u00fcbitud API Streams, mis v\u00f5imaldab m\u00e4\u00e4rata t\u00f6\u00f6tlejat, kasutades funktsionaalse programmeerimise stiilis operatsioone. Uus API on rakendatud tavalise aluse API peale ja toetab operatsioonide automaatset \u00fchendamist, et nende t\u00f6\u00f6tlemist optimeerida. API aknatoimingute jaoks on aknas toimingute salvestamise ja taastamise toetus lisatud tagaplaanile. <\/p>\n<p>K\u00e4ivitamisse s\u00fcstematiseerijasse on lisatud tugi t\u00e4iendavate ressursside arvesse v\u00f5tmiseks otsuste tegemisel, mis ei piirdu ainult<br \/>\n CPU ja m\u00e4lu, vaid ka v\u00f5rgu ja GPU parameetritega. On tehtud ulatuslikke t\u00e4iustusi, mis on seotud platvormiga integreerimise tagamisega. <noindex><a rel=\"nofollow\" href=\"http:\/\/kafka.apache.org\/\">Kafka<\/a><\/noindex>Juhtimist kontrolliva s\u00fcsteemi tegevusala on laiendatud, kus on n\u00fc\u00fcd v\u00f5imalik luua administraatorigruppesid ja delegeerida token'e. Lisatud on t\u00e4iustusi, mis on seotud SQL-i ja m\u00f5\u00f5dikute toega. Administraatori liideses on uusi k\u00e4sklusi klastriseisundi t\u00f5rkeotsimiseks.<\/p>\n<p>Stormi rakendusalad:\n<\/p>\n<ul>\n<li class=\"l\"> Uute andmevoogude v\u00f5i andmebaasi v\u00e4rskenduste reaalajas t\u00f6\u00f6tlemine;\n<\/li>\n<li class=\"l\"> J\u00e4tkuvad arvutused: Storm v\u00f5ib t\u00e4ita j\u00e4rjepidevaid p\u00e4ringuid ja t\u00f6\u00f6delda j\u00e4rjepidevaid vooge, edastades t\u00f6\u00f6tlemise tulemused kliendile reaalajas.\n<\/li>\n<li class=\"l\"> Jaotatud kaugprotseduuriv\u00f5tted (RPC): Stormi saab kasutada ressursimahukate p\u00e4ringute t\u00e4itmise paralleelsuse tagamiseks. Stormi \u00fclesanne (\"topoloogia\") on jaotatud s\u00f5lmede vahel funktsioon, mis ootab sisenemist s\u00f5numitele, mida on vaja t\u00f6\u00f6delda. P\u00e4rast s\u00f5numi vastuv\u00f5tmist t\u00f6\u00f6tab funktsioon selle kohalikes oludes l\u00e4bi ja tagastab tulemuse. Jaotatud RPC kasutamise n\u00e4iteks v\u00f5ib olla paralleelne otsingup\u00e4ringute t\u00f6\u00f6tlemine v\u00f5i toimingute tegemine suure hulga hulkade \u00fcle.\n<\/li>\n<\/ul>\n<p>Stormi omadused:<\/p>\n<ul>\n<li class=\"l\"> Lihtne programmeerimismudel, mis oluliselt lihtsustab reaalajas andmete t\u00f6\u00f6tlemist;\n<\/li>\n<li class=\"l\"> Toetab k\u00f5iki programmeerimiskeeli. On olemas moodulid Java, Ruby ja Python keelte jaoks, teiste keelte kohandamine ei valmista raskusi t\u00e4nu v\u00e4ga lihtsale kommunikatsiooniprotokollile, mille toetamise rakendamiseks kulub umbes 100 rida koodi;\n<\/li>\n<li class=\"l\"> T\u00f5rkehellitus: andmet\u00f6\u00f6tluse \u00fclesande k\u00e4ivitamiseks tuleb luua jar-fail koodiga. Storm levitab selle jar-faili automaatselt klastrite s\u00f5lmedes, \u00fchendab sellega seotud t\u00f6\u00f6tlejad ja korraldab j\u00e4lgimise. \u00dclesande l\u00f5petamisel l\u00fclitatakse kood automaatselt v\u00e4lja k\u00f5ikides s\u00f5lmedes;\n<\/li>\n<li class=\"l\"> Horisontaalne skaleeritavus. K\u00f5ik arvutused toimuvad paralleelselt, koormuse suurenedes piisab klastrisse uute s\u00f5lmede lisamisest;\n<\/li>\n<li class=\"l\"> Usaldusv\u00e4\u00e4rsus. Storm tagab, et iga saabunud s\u00f5num t\u00f6\u00f6deldakse t\u00e4ielikult v\u00e4hemalt korra. S\u00f5numit t\u00f6\u00f6deldakse vaid siis, kui k\u00f5ikide t\u00f6\u00f6tlejate l\u00e4bimisel pole vigu; probleemide korral kordatakse eba\u00f5nnestunud t\u00f6\u00f6tlemiskatsed.\n<\/li>\n<li class=\"l\"> Kiirus. Stormi kood on kirjutatud k\u00f5rge j\u00f5udluse nimel ja kasutab kiireks as\u00fcnkroonseks s\u00f5numivahetuseks s\u00fcsteemi <noindex><a rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=27137\">ZeroMQ<\/a><\/noindex>.\n<\/ul>\n<p><noindex><a rel=\"nofollow\" name=\"link\"><\/a><\/noindex><\/p>\n<p>Allikas: <a \ncontent=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=50796\">opennet.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0423\u0432\u0438\u0434\u0435\u043b \u0441\u0432\u0435\u0442 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 Apache Storm 2.0, \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u043e\u043c \u043d\u0430 \u043d\u043e\u0432\u0443\u044e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0443, \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 Java, \u0432\u043c\u0435\u0441\u0442\u043e \u0440\u0430\u043d\u0435\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0435\u043c\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 Clojure. \u041f\u0440\u043e\u0435\u043a\u0442 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, Storm \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438, \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0437\u0430\u0434\u0430\u0447 \u0434\u043b\u044f \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0435\u043f\u0440\u0435\u0440\u044b\u0432\u043d\u044b\u0445 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":26265,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-34891","post","type-post","status-publish","format-standard","has-post-thumbnail","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=\"\u0423\u0432\u0438\u0434\u0435\u043b \u0441\u0432\u0435\u0442 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0432\u044b\u043f\u0443\u0441\u043a \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 Apache Storm 2.0, \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u043e\u043c \u043d\u0430 \u043d\u043e\u0432\u0443\u044e \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0443, \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 Java, \u0432\u043c\u0435\u0441\u0442\u043e \u0440\u0430\u043d\u0435\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0435\u043c\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 Clojure. \u041f\u0440\u043e\u0435\u043a\u0442 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 \u0432 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