{"id":32312,"date":"2019-10-31T21:46:17","date_gmt":"2019-10-31T18:46:17","guid":{"rendered":"https:\/\/prohoster.info\/blog\/znakomstvo-s-elasticsearch-step-by-step\/"},"modified":"2019-10-31T21:46:17","modified_gmt":"2019-10-31T18:46:17","slug":"znakomstvo-s-elasticsearch-step-by-step","status":"publish","type":"post","link":"https:\/\/prohoster.info\/pl\/blog\/administrirovanie\/znakomstvo-s-elasticsearch-step-by-step","title":{"rendered":"Wprowadzenie do Elasticsearch krok po kroku","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Witaj!<br \/>\nDzi\u015b porozmawiamy o silniku pe\u0142notekstowego wyszukiwania Elasticsearch (dalej ES), z kt\u00f3rym<br \/>\npracuje platforma Docsvision 5.5.<\/p>\n<p><img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/0e918b4f486bb42958b5a3e008ff1858.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h3>1. Instalacja<\/h3>\n<p>\nAktualn\u0105 wersj\u0119 mo\u017cna pobra\u0107 pod tym linkiem: <noindex><a rel=\"nofollow\" href=\"https:\/\/www.elastic.co\/downloads\/elasticsearch\">www.elastic.co\/downloads\/elasticsearch<\/a><\/noindex> <br \/>\nZrzut ekranu instalatora poni\u017cej:<br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/e889e8f83950e653f9f578d1654615b5.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h3>2. Sprawdzanie funkcjonalno\u015bci<\/h3>\n<p>\nPo zako\u0144czeniu instalacji przejd\u017a pod adres <br \/>\n<noindex>http:\/\/localhost:9200\/<\/noindex><br \/>\nPowinna wy\u015bwietli\u0107 si\u0119 strona ze stanem ES, przyk\u0142ad poni\u017cej:<br \/>\n<img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/337870820935e6830294eb8a35091549.jpeg\" style=\"display:block;margin: 0 auto;\" \/><\/p>\n<p>Je\u015bli strona si\u0119 nie otworzy\u0142a, upewnij si\u0119, \u017ce us\u0142uga Elasticsearch jest uruchomiona. W Windows jest to<br \/>\nus\u0142uga Elasticsearch.<br \/>\n<img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/448b2eb67c8f494c6168c2b03f296ba9.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h3>3. Po\u0142\u0105czenie z Docsvision<\/h3>\n<p>\nPo\u0142\u0105czenie z Elasticsearch konfiguruje si\u0119 na stronie us\u0142ugi pe\u0142notekstowego<br \/>\nindeksowania.<br \/>\n<img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/d29bf325c304bd57bb0e18bfde362aaf.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nTutaj nale\u017cy poda\u0107:<br \/>\n1. Adres serwera Elasticsearch (ustawiany podczas instalacji).<br \/>\n2. \u0141a\u0144cuch po\u0142\u0105czenia z baz\u0105 danych.<br \/>\n3. Adres Docsvision (w formacie ConnectAddress=<noindex>http:\/\/SERVER\/DocsVision\/StorageServer\/StorageServerService.<br \/>\nasmx<\/noindex>) <br \/>\n4. Na zak\u0142adce \u201eKarty\u201d i \u201eS\u0142owniki\u201d nale\u017cy skonfigurowa\u0107 te dane, kt\u00f3re<br \/>\nnale\u017cy indeksowa\u0107.<br \/>\nNale\u017cy r\u00f3wnie\u017c upewni\u0107 si\u0119, \u017ce konto, pod kt\u00f3rym dzia\u0142a us\u0142uga Docsvision<br \/>\nFulltext Indexing service, ma dost\u0119p do bazy danych Docsvision na MS SQL.<br \/>\nPo po\u0142\u0105czeniu nale\u017cy upewni\u0107 si\u0119, \u017ce w bazie danych MS SQL utworzy\u0142y si\u0119 zadania z prefiksem:<br \/>\n\u201eDV:FullText__CardWithFilesPrepareRange\u201d<br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/9c499560b14034f1c1b652e177d4592a.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nPo zako\u0144czeniu ustawie\u0144 w kliencie Windows zostanie odblokowana linia wyszukiwania.<\/p>\n<h3>4. REST API Elastic<\/h3>\n<p>\nAdministrator mo\u017ce uzyska\u0107 r\u00f3\u017cne informacje o dzia\u0142aniu Elasticsearch za pomoc\u0105<br \/>\ndostarczanego REST API.<br \/>\nW nast\u0119puj\u0105cych przyk\u0142adach b\u0119dziemy korzysta\u0107 z Insomnia Rest Client.<\/p>\n<h4>Uzyskiwanie og\u00f3lnych informacji<\/h4>\n<p>\nGdy tylko us\u0142uga si\u0119 uruchomi i zacznie dzia\u0142a\u0107 (http:\/\/localhost:9200\/ w przegl\u0105darce), mo\u017cna<br \/>\nwykona\u0107 \u017c\u0105danie:<br \/>\n<noindex>http:\/\/localhost:9200\/_cat\/health?v<\/noindex><\/p>\n<p>Otrzymamy odpowied\u017a na temat stanu us\u0142ugi Elasticsearch (w przegl\u0105darce):<br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/2a168771b22a2cc8d32361dd58aae1e8.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nOdpowied\u017a o stanie w Insomnia:<br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/d88df372b98f44904a8bec715e5f53aa.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\nZwr\u00f3\u0107my uwag\u0119 na Status \u2014 Green, Yellow, Red. Oficjalna dokumentacja m\u00f3wi o statusach nast\u0119puj\u0105co: <br \/>\n\u2022 Green \u2014 Wszystko w porz\u0105dku (Klaster w pe\u0142ni funkcjonuje)<br \/>\n\u2022 Yellow \u2014 Wszystkie dane dost\u0119pne, ale niekt\u00f3re repliki w klastrze wci\u0105\u017c nie s\u0105 przydzielone <br \/>\n\u2022 Red \u2014 Cz\u0119\u015b\u0107 danych niedost\u0119pna z jakiegokolwiek powodu (sam klaster dzia\u0142a prawid\u0142owo)<br \/>\nUzyskiwanie stan\u00f3w w\u0119z\u0142\u00f3w w klastrze i ich stan (mam 1 w\u0119ze\u0142):<br \/>\n<noindex>http:\/\/localhost:9200\/_cat\/nodes?v<\/noindex><br \/>\n<img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/02896f70b170d35d8ebb26b895826fe7.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n <br \/>\nWszystkie indeksy (indices) ES:<br \/>\n<noindex>http:\/\/localhost:9200\/_cat\/indices?v<\/noindex><br \/>\n<img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/8a61c7686a0e7999a84b11f56d08881e.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nOpr\u00f3cz indeks\u00f3w od Docsvision, mog\u0105 by\u0107 tak\u017ce indeksy innych aplikacji \u2014 heartbeat,<br \/>\nkibana \u2014 je\u015bli ich u\u017cywasz. Potrzebne od niepotrzebnych mo\u017cna posortowa\u0107. Na przyk\u0142ad,<br \/>\nwe\u017amiemy tylko indeksy, kt\u00f3rych nazwa zawiera rd% w tytule:<br \/>\n<noindex>http:\/\/localhost:9200\/_cat\/indices\/*card*?v&amp;s=index<\/noindex><br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/4148380b568dfa8fa5200d250b68cb68.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h4>Konfiguracja Elasticsearch <\/h4>\n<p>\nUzyskiwanie ustawie\u0144 Elasticsearch:<br \/>\n<noindex>http:\/\/localhost:9200\/_nodes<\/noindex><br \/>\nWynik b\u0119dzie do\u015b\u0107 obszerny, w tym \u015bcie\u017cki do log\u00f3w:<br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/42db60978d5b8f7d6e09df8b3047c5f8.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nJak pozna\u0107 list\u0119 indeks\u00f3w, ju\u017c wiemy, \u017ce Docsvision robi to automatycznie, nadaj\u0105c nazw\u0119 indeksowi w formacie:<br \/>\n&lt;\u0438\u043c\u044f\u0431\u0434+\u0432\u0438\u0434\u0418\u043d\u0434\u0435\u043a\u0441\u0438\u0440\u0443\u0435\u043c\u043e\u0439\u041a\u0430\u0440\u0442\u043e\u0447\u043a\u0438&gt;<br \/>\nMo\u017cna r\u00f3wnie\u017c stworzy\u0107 w\u0142asny niezale\u017cny indeks:<br \/>\n<noindex>http:\/\/localhost:9200\/customer?pretty<\/noindex><br \/>\nJednak to b\u0119dzie \u017c\u0105danie nie GET, a PUT:<br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/d0ef61d5a0a93be80a5ec0b35643b76e.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nWynik:<br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/c1e3e6044086d90e73ca21c8cf73d820.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nnast\u0119puj\u0105ce \u017c\u0105danie poka\u017ce wszystkie indeksy, w tym nowe (customer):<br \/>\n<noindex>http:\/\/localhost:9200\/_cat\/indices?v<\/noindex><br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/3ec6bdf1c8a414804de9dbb3bacdc6ec.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h3>5. Uzyskanie informacji o zindeksowanych danych<\/h3>\n<p><\/p>\n<h4>Stan indeks\u00f3w Elasticsearch<\/h4>\n<p>\nPo dokonaniu pocz\u0105tkowej konfiguracji ze strony Docsvision, us\u0142uga powinna by\u0107 gotowa do pracy i rozpocz\u0119cia indeksowania danych.<br \/>\nNajpierw sprawd\u017amy, czy indeksy si\u0119 zape\u0142niaj\u0105 i ich rozmiar jest wi\u0119kszy ni\u017c standardowe \u201ebajty\u201d znanym nam \u017c\u0105daniem:<br \/>\n<noindex>http:\/\/localhost:9200\/_cat\/indices?v<\/noindex><br \/>\nw wyniku widzimy: zindeksowano 87 \u201ezada\u0144\u201d i 72 \u201edokumenty\u201d je\u015bli m\u00f3wi\u0107 w terminach naszego SED:<br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/34cbf5a9e9dd218186be1f610b1fe742.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nPo chwili wyniki s\u0105 takie (domy\u015blnie indeksowanie zada\u0144 uruchamia si\u0119 co 5 minut):<br \/>\n<img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/650928e23f4069ca16b215c30520ef00.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n <br \/>\nWidzimy, \u017ce liczba dokument\u00f3w wzros\u0142a.<\/p>\n<h4>Jak zrozumie\u0107, \u017ce wymagana karta zosta\u0142a zindeksowana?<\/h4>\n<p>\u2022 Po pierwsze, nale\u017cy upewni\u0107 si\u0119, \u017ce typ karty w Docsvision odpowiada danym podanym w ustawieniach Elasticsearch.<br \/>\n\u2022 Po drugie, nale\u017cy poczeka\u0107 na indeksacj\u0119 zestawu kart \u2014 po dotarciu do Docsvision, musi min\u0105\u0107 pewien czas, zanim dane pojawi\u0105 si\u0119 w magazynie.<br \/>\n\u2022 Po trzecie, mo\u017cna poszuka\u0107 karty po CardID. Mo\u017cna to zrobi\u0107 za pomoc\u0105 \u017c\u0105dania: <\/p>\n<p><noindex>http:\/\/localhost:9200\/_search?q=_id=2116C498-9D34-44C9-99B0-CE89465637C9<\/noindex><\/p>\n<p>W przypadku, gdy karta znajduje si\u0119 w magazynie, zobaczymy jej \u201esurowe\u201d dane, w przeciwnym razie zobaczymy mniej wi\u0119cej tak\u0105 odpowied\u017a:<br \/>\n<img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/d4ac9c30becf90f484e14155da371a4b.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<\/p>\n<h4> Wyszukiwanie karty w nodzie Elasticsearch<\/h4>\n<p>\nZnajd\u017a dokument w dok\u0142adnym dopasowaniu pola Description:<br \/>\n<noindex>http:\/\/localhost:9200\/_search?q=description: wychodz\u0105cy tv1<\/noindex> <br \/>\nWynik:<br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/a03adfd76453eb459566060f723dcfde.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nszukaj dokumentu, kt\u00f3ry w opisie zawiera wyst\u0105pienie 'Przychodz\u0105cy'<br \/>\n<noindex>http:\/\/localhost:9200\/_search?q=description like Wchodz\u0105cy<\/noindex><br \/>\nWynik: <br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/f558fe41f70b7a8c5c8a6d748aa16358.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nWyszukiwanie karty po tre\u015bci do\u0142\u0105czonego pliku<br \/>\n<noindex>http:\/\/localhost:9200\/_search?q=content like 'AGILE'<\/noindex><br \/>\n wynik:<br \/>\n <img decoding=\"async\" alt=\"Wprowadzenie do Elasticsearch krok po kroku\" src=\"\/wp-content\/uploads\/2019\/04\/5bd76c83d972b26a2e003bd52ed39a10.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nZnajd\u017amy wszystkie karty typu dokument:<br \/>\n<noindex>http:\/\/localhost:9200\/_search?q=_type:CardDocument<\/noindex><\/p>\n<p>lub wszystkie karty rodzaju zada\u0144:<br \/>\n<noindex>http:\/\/localhost:9200\/_search?q=_type:CardTask<\/noindex><\/p>\n<p>U\u017cywaj\u0105c konstrukcji<b> i<\/b> i parametr\u00f3w, kt\u00f3re zwraca Elasticsearch w formie JSON, mo\u017cna z\u0142o\u017cy\u0107 takie \u017c\u0105danie:<br \/>\n<noindex>http:\/\/localhost:9200\/_search?q=_type:CardTask and Employee_RoomNumber: Orze\u0142 biuro and Employee_FirstName:Konstantin<\/noindex><\/p>\n<p>Poka\u017ce wszystkie karty typu zadanie, w\u015br\u00f3d u\u017cytkownik\u00f3w, kt\u00f3rych FirstName = Konstantin, i znajduj\u0105cych si\u0119 w Orze\u0142 Biuro.<br \/>\nOpr\u00f3cz <b>LIKE<\/b> s\u0105 te\u017c inne udokumentowane parametry:<br \/>\n unlike, fields, docs, content itd.<br \/>\nWszystkie s\u0105 opisane <noindex><a rel=\"nofollow\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/query-dsl-mlt-query.html#_document_input_parameters\">tutaj<\/a><\/noindex>. <\/p>\n<p>Na dzisiaj to wszystko! <\/p>\n<p><b>#<\/b>docsvision <b>#<\/b>docsvisionECM<\/p>\n<p>Przydatne linki:<\/p>\n<ol>\n<li>Klient Rest Insomnia <noindex><a rel=\"nofollow\" href=\"https:\/\/insomnia.rest\/download\/#windows\">https:\/\/insomnia.rest\/download\/#windows<\/a><\/noindex> <\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/docs-get.html\">https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/docs-get.html<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/1.4\/_exploring_your_data.html\">https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/1.4\/_exploring_your_data.html <\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stackoverflow.com\/questions\/50278255\/elasticsearch-backup-on-windows-and-restore-on-linux\">https:\/\/stackoverflow.com\/questions\/50278255\/elasticsearch-backup-on-windows-and-restore-on-linux<\/a><\/noindex> <\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/z0z0.me\/how-to-create-snapshot-and-restore-snapshot-with-elasticsearch\/\">https:\/\/z0z0.me\/how-to-create-snapshot-and-restore-snapshot-with-elasticsearch\/<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/query-dsl-mlt-query.html#_document_input_parameters\">https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/query-dsl-mlt-query.html#_document_input_parameters <\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"http:\/\/qaru.site\/questions\/15663281\/elasticsearch-backup-on-windows-and-restore-on-linux\">http:\/\/qaru.site\/questions\/15663281\/elasticsearch-backup-on-windows-and-restore-on-linux<\/a><\/noindex><\/li>\n<\/ol>\n<p>\u0179r\u00f3d\u0142o: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/449304\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0417\u0434\u0440\u0430\u0432\u0441\u0442\u0432\u0443\u0439\u0442\u0435! \u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043c\u044b \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e \u0434\u0432\u0438\u0436\u043a\u0435 \u043f\u043e\u043b\u043d\u043e\u0442\u0435\u043a\u0441\u0442\u043e\u0432\u043e\u0433\u043e \u043f\u043e\u0438\u0441\u043a\u0430 Elasticsearch (\u0434\u0430\u043b\u0435\u0435 ES), \u0441 \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 Docsvision 5.5. 1. \u0423\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 \u0421\u043a\u0430\u0447\u0430\u0442\u044c \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0443\u044e \u0432\u0435\u0440\u0441\u0438\u044e \u043c\u043e\u0436\u043d\u043e \u043f\u043e \u0441\u0441\u044b\u043b\u043a\u0435: www.elastic.co\/downloads\/elasticsearch \u0421\u043a\u0440\u0438\u043d\u0448\u043e\u0442 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0449\u0438\u043a\u0430 \u043d\u0438\u0436\u0435: 2. \u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0440\u0430\u0431\u043e\u0442\u043e\u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u0438 \u041f\u043e\u0441\u043b\u0435 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0438\u044f \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 \u043f\u0435\u0440\u0435\u0439\u0434\u0438\u0442\u0435 \u043f\u043e \u0430\u0434\u0440\u0435\u0441\u0443 http:\/\/localhost:9200\/ \u0414\u043e\u043b\u0436\u043d\u0430 \u043e\u0442\u043e\u0431\u0440\u0430\u0437\u0438\u0442\u044c\u0441\u044f \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0430 \u0441 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0435\u043c ES, \u043f\u0440\u0438\u043c\u0435\u0440 \u043d\u0438\u0436\u0435: \u0415\u0441\u043b\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0430 \u043d\u0435 \u043e\u0442\u043a\u0440\u044b\u043b\u0430\u0441\u044c, \u0443\u0431\u0435\u0434\u0438\u0442\u0435\u0441\u044c, \u0447\u0442\u043e \u0441\u0435\u0440\u0432\u0438\u0441 Elasticsearch [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":24129,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-32312","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0417\u0434\u0440\u0430\u0432\u0441\u0442\u0432\u0443\u0439\u0442\u0435! 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