Elasticsearch-pluginで始める全文検索（Couchbase Live Tokyo 2015資料）

Elasticsearch-pluginͰ͸͡ΊΔ શจݕࡧ Jun Ohtani @johtani 2015/08/31

www.elastic.co Copyright Elastic 2015 Copying, publishing and/or distributing without written
permission is strictly prohibited 2 • Elasticͷ঺հ • CouchbaseϓϥάΠϯͷ঺հͱσϞ • ElasticsearchͱKibana  ʢ͕࣌ؒ͋Ε͹σϞʣ • ঎༻ϓϥάΠϯͷ঺հ ΞδΣϯμ

permission is strictly prohibited 3 about • Me, Jun Ohtani / Technical Adovocate – lucene-gosenίϛολʔ – ElasticSearch Server೔ຊޠ൛ͷ຋༁ – elasticsearch-extended-analysisͷ։ൃ – http://blog.johtani.info  • Elasticsearch, founded in 2012 – Products: Elasticsearch, Logstash, Kibana, Beats  Marvel, Sheild, Watcher  Professional services: Support & development subscriptions – Trainings

permission is strictly prohibited 4 Elasticͱ͸ʁ Elasticͱ͸ʁ

permission is strictly prohibited 6 Elasticsearchͱ͸ʁ Elasticsearchͱ͸ʁ

permission is strictly prohibited 7 ϑϦʔϫʔυݕࡧ

permission is strictly prohibited 8 ߜΓࠐΈ

permission is strictly prohibited 9 ϋΠϥΠτ

permission is strictly prohibited 10 ιʔτ

permission is strictly prohibited 11 ϖʔδϯά

permission is strictly prohibited 12 ूܭ

permission is strictly prohibited 13 αδΣετ

permission is strictly prohibited 14 Elasticsearch in 10 seconds • εΩʔϚϑϦʔɺ෼ࢄυΩϡϝϯτετΞɺREST & JSON • Ϛϧνςφϯτ • Φʔϓϯιʔε: Apache License 2.0 • ઃఆͳ͠Ͱ؆୯ʹࢼ͢͜ͱ͕Մೳ • JavaͰ࣮૷ɻ֦ு΋༰қ

permission is strictly prohibited 15 Powerful Search at Scale

permission is strictly prohibited 16 Couchbaseͱͷ  ࿈ܞํ๏ Couchbaseͱͷ࿈ܞํ๏

permission is strictly prohibited 17 Couchbaseͱͷ࿈ܞํ๏ͱߏ੒ • σʔλͷ࿈ܞʢొ࿥ɺߋ৽ɺ࡟আʣ – Couchbase΁σʔλొ࿥͠ɺXDCRͰElasticsearch΁ – CouchbaseϓϥάΠϯ͕ඞཁ Couchbase Elasticsearch XDCR couchbase-‐plugin

permission is strictly prohibited 18 Couchbaseͱͷ࿈ܞํ๏ͱߏ੒ • ݕࡧ – Elasticsearch΁௚઀ݕࡧ – ElasticsearchͷػೳΛϑϧʹ׆༻ Couchbase Elasticsearch ݕࡧ couchbase-‐plugin

permission is strictly prohibited 19 Πϯετʔϧ͔Β࿈ܞ·Ͱ 1. ElasticsearchʹϓϥάΠϯΛΠϯετʔϧ 2. ϓϥάΠϯͷઃఆΛͯ͠ɺElasticsearchΛىಈ 3. ElasticsearchʹΠϯσοΫεΛ࡞੒ʢۭͰOKʣ 4. XDCRͷઃఆΛCouchbaseͰ࣮ࢪ 5. σʔλ࿈ܞ

permission is strictly prohibited 20 1. ϓϥάΠϯͷΠϯετʔϧ • ElasticsearchʹCouchbase pluginΛΠϯετʔϧ $ bin/plugin -install transport-couchbase -url \ http://packages.couchbase.com.s3.amazonaws.com/releases/ elastic-search-adapter/2.0.0/elasticsearch-transport- couchbase-2.0.0.zip

permission is strictly prohibited 21 2. ϓϥάΠϯͷઃఆΛͯ͠ɺElasticsearchΛىಈ • ϓϥάΠϯͷઃఆΛElasticsearchͷઃఆϑΝΠϧʹ௥ه • ઃఆϑΝΠϧ͸elasticsearch.yml couchbase.password: password couchbase.username: Administrator

permission is strictly prohibited 22 2. ϓϥάΠϯͷઃఆΛͯ͠ɺElasticsearchΛىಈ • Elasticsearchͷىಈ $ elasticsearch-1.7.0/bin/elasticsearch

permission is strictly prohibited 23 3. ElasticsearchʹΠϯσοΫεΛ࡞੒ʢۭͰOKʣ • ElasticsearchʹΠϯσοΫεΛ࡞੒ • ElasticsearchͷΠϯσοΫε͸CouchbaseͷBucket $ curl -XPUT localhost:9200/beer-sample

permission is strictly prohibited 24 4. XDCRͷઃఆΛCouchbaseͰ࣮ࢪ • CouchbaseͷXDCRʢElasticsearchΛϦϞʔτΫϥελͱͯ͠௥Ճʣ • XDCR -> Create Cluster Reference

permission is strictly prohibited 25 4. XDCRͷઃఆΛCouchbaseͰ࣮ࢪ • XDCRͷର৅ͱͳΔBucketͷࢦఆ • XDCR -> Create Replication • XDCR Protocol͸Version 1

permission is strictly prohibited 26 5. σʔλ࿈ܞ • ࣮ࡍʹ࿈ܞͨ͠σʔλͷྫʢCouchbaseଆʣ { "name": "Hops Explosion IPA", "abv": 0, "ibu": 0, "srm": 0, "upc": 0, "type": "beer", "brewery_id": "watch_city_brewing", "updated": "2010-07-22 20:00:20", "description": "", "style": "American-Style India Pale Ale", "category": "North American Ale" }

permission is strictly prohibited 27 5. σʔλ࿈ܞ • ࣮ࡍʹ࿈ܞͨ͠σʔλͷྫʢElasticsearchଆʣ "meta": { "id": "watch_city_brewing-hops_explosion_ipa", "rev": "1-13f77e301d631c090000000000000000", "expiration": 0, "flags": 0 }, "doc": { "name": "Hops Explosion IPA", … "type": "beer", "brewery_id": "watch_city_brewing", "updated": "2010-07-22 20:00:20", "style": "American-Style India Pale Ale", "category": "North American Ale" }

permission is strictly prohibited 28 σʔλͷߏ଄ʹ͍ͭͯ • 2छྨͷσʔλ͕ElasticsearchʹೖΔ – Checkpoint • ಉظͨ͠σʔλʹؔ͢Δσʔλʢϝλσʔλʣ – Document • ࣮ࡍʹCouchbase͔Βίϐʔ͞Εͨσʔλ • Elasticsearchͷσʔλͷߏ଄ • ΠϯσοΫε/λΠϓ/ID • λΠϓͱ͸υΩϡϝϯτͷछผ • όέοτ໊/λΠϓʢCheckpoint͔Documentʣ/IDͰొ࿥

permission is strictly prohibited 29 σϞ • CouchbaseͱElasticsarchͷ࿈ܞͷσϞ

permission is strictly prohibited 30 ݕࡧͱͯ͠ͷ Elasticsearch ݕࡧͱͯ͠ͷElasticsearch

permission is strictly prohibited 31 ElasticsearchͰͰ͖Δ͜ͱ • جຊతͳݕࡧ • ݕࡧͷߜΓࠐΈ • Ωʔϫʔυิ׬ʢSuggesterʣ • ྨࣅσʔλͷݕࡧʢMoreLikeThisʣ • Kibanaͱ࿈ܞ

permission is strictly prohibited 32 Πϯετʔϧ͔Β ݕࡧ·Ͱ Πϯετʔϧ͔Βݕࡧ·Ͱ

permission is strictly prohibited 33 μ΢ϯϩʔυͱىಈ $ wget https://download.elasticsearch.org/... $ tar -xf elasticsearch-1.7.1.tar.gz $ ./elasticsearch-1.7.1/bin/elasticsearch ... [2015-08-22 16:27:38,609][INFO ][node] [Joseph] started ... Also puppet modules and RPM/DEB

permission is strictly prohibited 34 ىಈͷ֬ೝ » curl localhost:9200 { "status" : 200, "name" : "Joseph" "cluster_name" : "elasticsearch", "version" : { "number" : "1.7.1", "build_hash" : "cdd3ac4dde4f69524ec0a14de3828cb95bbb86d0", "build_timestamp" : "2015-06-09T13:36:34Z", "build_snapshot" : false, "lucene_version" : "4.10.4" }, "tagline" : "You Know, for Search" }

permission is strictly prohibited 35 » curl -XPUT localhost:9200/books/book/1 -d ' { "title" : "Elasticsearch - The definitive guide", "authors" : "Clinton Gormley", "started" : "2013-02-04", "pages" : 230 }' σʔλొ࿥

permission is strictly prohibited 36 » curl -XPUT localhost:9200/books/book/1 -d ' { "title" : "Elasticsearch - The definitive guide", "authors" : [ "Clinton Gormley", "Zachary Tong" ], "started" : "2013-02-04", "pages" : 230 }' σʔλߋ৽

permission is strictly prohibited 37 σʔλ࡟আ » curl -X DELETE localhost:9200/books/book/1 σʔλͷऔಘ » curl —X GET localhost:9200/books/book/1 » curl —X GET localhost:9200/books/book/1/_source

permission is strictly prohibited 38 ݕࡧ » curl -XGET localhost:9200/books/_search?q=elasticsearch { "took" : 2, "timed_out" : false, "_shards" : { "total" : 5, "successful" : 5, "failed" : 0 }, "hits" : { "total" : 1, "max_score" : 0.076713204, "hits" : [ { "_index" : “books", "_type" : “book", "_id" : "1", "_score" : 0.076713204, "_source" : { "title" : "Elasticsearch - The definitive guide", "authors" : [ "Clinton Gormley", "Zachary Tong" ], "started" : “2013-02-04", "pages" : 230 } } ] } }

permission is strictly prohibited 39 » curl -XGET ‘localhost:9200/books/book/_search' -d '{ "query": { "filtered" : { "query" : { "match": { "text" : { "query" : “To Be Or Not To Be", "cutoff_frequency" : 0.01 } } }, "filter" : { "range": { "price": { "gte": 20.0 "lte": 50.0 ... } }' ݕࡧ - Query DSL

permission is strictly prohibited 40 શจݕࡧͱ͸ʁ શจݕࡧͱ͸ʁ

permission is strictly prohibited 41 શจݕࡧͱ͸ʁ • શจݕࡧʢFull text searchʣͱ͸ɺίϯϐϡʔλʹ͓͍ͯɺෳ਺ͷจ ॻʢϑΝΠϧʣ͔ΒಛఆͷจࣈྻΛݕࡧ͢Δ͜ͱɻʮϑΝΠϧ໊ݕ ࡧʯ΍ʮ୯ҰϑΝΠϧ಺ͷจࣈྻݕࡧʯͱҟͳΓɺʮෳ਺จॻʹ·ͨ ͕ͬͯɺจॻʹؚ·ΕΔશจΛର৅ͱͨ͠ݕࡧʯͱ͍͏ҙຯͰ࢖༻͞ ΕΔɻ  ʢWikipediaΑΓʣ

permission is strictly prohibited 42 ༻ޠ • ΠϯσοΫε ݕࡧΤϯδϯ͕ݕࡧʹ࢖༻͢Δσʔλͷอଘઌ • υΩϡϝϯτʢจॻʣ – ݕࡧΤϯδϯʹอଘ͞Εͨσʔλ • ϑΟʔϧυ – υΩϡϝϯτʹؚ·ΕΔଐੑ • ΫΤϦ – ݕࡧ৚݅ɺݕࡧࣜ

permission is strictly prohibited 43 ༻ޠ • εΩʔϚ – υΩϡϝϯτͷߏ଄Λఆٛ͢Δ΋ͷ • λʔϜʢTermʣɺτʔΫϯʢTokenʣ – ΠϯσοΫεͷΩʔʹͳΔ୯ޠʢจࣈྻʣ – จষΛҰఆͷ๏ଇͰ۠੾ͬͨ୯ޠ – ୯ޠ͚ͩͰͳ͘ɺ୯ޠͷҐஔͳͲ΋ؚΉ

permission is strictly prohibited ΧπΦ͸αβΤͷఋ 44 υΩϡϝϯτͷొ࿥ 1 2 αβΤ͸ϫΧϝͷ࢞ υΩϡϝϯτͷొ࿥

permission is strictly prohibited 45 υΩϡϝϯτͷొ࿥ 1 2 ΧπΦ͸αβΤͷఋ αβΤ͸ϫΧϝͷ࢞ 1 2 ΧπΦ αβΤ ͸ ͸ ͷ ͷ αβΤ ϫΧϝ ఋ ࢞ υΩϡϝϯτͷొ࿥ ୯ޠʹ෼ׂ

permission is strictly prohibited 46 υΩϡϝϯτͷొ࿥ 1 2 ΧπΦ͸αβΤͷఋ αβΤ͸ϫΧϝͷ࢞ 1 2 ΧπΦ αβΤ ͸ ͸ ͷ ͷ αβΤ ϫΧϝ ఋ ࢞ ΧπΦ αβΤ 1 1 2 ͸ ͷ ࢞ ϫΧϝ 2 1 2 1 2 1 ఋ 2 υΩϡϝϯτͷొ࿥ ୯ޠʹ෼ׂ ୯ޠ͔Βidͷ഑ྻ͕ Ҿ͚ΔΑ͏ʹ

permission is strictly prohibited 47 ݕࡧ ΧπΦ αβΤ 1 1 2 ͸ ͷ ࢞ ϫΧϝ 2 1 2 1 2 1 ఋ 2 ݕࡧ৚݅ೖྗ ΧπΦɹαβΤ

permission is strictly prohibited 48 ݕࡧ ΧπΦ αβΤ 1 1 2 ͸ ͷ ࢞ ϫΧϝ 2 1 2 1 2 1 ఋ 2 ΧπΦ αβΤ AND ݕࡧ৚݅ೖྗ ݕࡧ৚݅ͷύʔε  ݕࡧΫΤϦԽ ΧπΦɹαβΤ

permission is strictly prohibited 55 Analysis & Mappings Analysis & Mappings

permission is strictly prohibited 56 Analysisͱ͸ʁ • సஔΠϯσοΫεͷ୯ޠʢTermʣΛυΩϡϝϯτ͔Βநग़͢Δॲཧ • ϑΟʔϧυຖʹࢦఆ͞ΕͨΞφϥΠβ͕ॲཧ • ΞφϥΠβ͸CharFilterɺTokenizerɺTokenFilter͔Βߏ੒ • ΠϯσοΫε࣌ɺݕࡧ࣌ʹ࣮ߦ

permission is strictly prohibited 57 Analysisͷ֓ཁ Analysis υΩϡϝϯτ Term Id ΧπΦ 1 αβΤ 1ɺ2 ϫΧϝ 2 … ... ΠϯσοΫε

permission is strictly prohibited 58 Analysisͷ֓ཁ Analysis ݕࡧ  Ωʔϫʔυ ΠϯσοΫε ΠϯσοΫε  ݕࡧॲཧ ݕࡧ݁Ռ Term Id ΧπΦ 1 αβΤ 1ɺ2 ϫΧϝ 2 … ...

permission is strictly prohibited 59 Analyzer Analysisͷߏ੒ Text Tokens char_filt er tokenizer char_filt er token_  filter token_  filter

permission is strictly prohibited 60 Analyzerͷઃఆ {"index":{ “analysis":{ "analyzer" : { "my_analyzer" : { "type" : "custom", "tokenizer" : “kuromoji_tokenizer”, “char_filter" : [“char_filter1”,…], “filter" : [“token_filter1”,…] } }

permission is strictly prohibited 61 Char Filter • ೖྗจࣈྻΛจࣈ୯ҐͰॲཧ • ྫɿhtml_strip – ೖྗɿ – ग़ྗɿ <title>Elasticsearch is not a service of AWS</title> Elasticsearch is not a service of AWS

permission is strictly prohibited 62 Tokenizer • ೖྗจࣈྻΛτʔΫϯྻʹ෼ׂ • τʔΫϯ΁ͷ෼ׂ͢ΔϩδοΫ͸τʔΫφΠβʹґଘ • ྫɿstandard – ೖྗɿ – ग़ྗɿ Elasticsearch is not a service of AWS Elasticsearch is not a service of AWS

permission is strictly prohibited 63 Tokenizer • ྫɿkeyword – ग़ྗɿ • ྫɿkuromoji_tokenizer – ೖྗɿ – ग़ྗɿ ण࢘ ͕ ඒຯ͔ͬ͠ ͨ Elasticsearch is not a service of AWS ण͕࢘ඒຯ͔ͬͨ͠

permission is strictly prohibited 64 TokenFilter • TokenizerʹΑΓग़ྗ͞ΕͨTokenྻʹରͯ͠ॲཧ • ྫɿlowercase – ೖྗɿ – ग़ྗɿ • ྫɿstop – ೖྗɿ – ग़ྗɿ Elasticsearch is not a service of AWS elasticsearch is not a service of aws Elasticsearch is not a service of AWS Elasticsearch service AWS

permission is strictly prohibited 65 TokenFilter • ྫɿkuromoji_baseform – ೖྗɿ – ग़ྗɿ • ྫɿkuromoji_readingform – ೖྗɿ – ग़ྗɿ ण࢘ ͕ ඒຯ͔ͬ͠ ͨ ण࢘ ͕ ඒຯ͍͠ ͨ ण࢘ ͕ ඒຯ͔ͬ͠ ͨ sushi ga oishika ta

permission is strictly prohibited 66 Mapping • ΠϯσοΫεͷߏ଄ʢschemaʣΛఆٛ • Schema less!͚ͩͲ… • ܗࣜΛࢦఆʢanalyze͢Δ/͠ͳ͍ɺ੔਺/গ਺ɺ೔෇ͳͲʣ

permission is strictly prohibited 67 ྫɿWikipediaͷMappingͷҰ෦ "mappings": { "page": { "properties": { "link": { "type": "string", "fields": { "raw": {"type": "string", "index": "not_analyzed"} } }, "text": { "type": "string"}, "title": { "type": "string", "fields": { "raw": {"type": "string", "index": "not_analyzed"} }…

permission is strictly prohibited 68 ͦͷଞͷػೳ ͦͷଞͷػೳ

permission is strictly prohibited 69 aggregation aggregation

permission is strictly prohibited 70 Aggregationͱ͸ • 1.0͔Βಋೖ • FacetΑΓ΋ڧྗͳूܭͳͲ͕Մೳ • ֊૚తͳूܭɺάϧʔϓԽ  ಈతͳूܭɺάϧʔϓԽ • େ͖͘2छྨ • BucketɹυΩϡϝϯτΛ஋͝ͱʹ݁ՌΛάϧʔϐϯά • Metricɹ υΩϡϝϯτͷ࣋ͭ஋Λूܭ

permission is strictly prohibited 71 ྫɿݴޠ͝ͱͷϑΝηοτ » curl -XGET twitter-2014.08.22/_search -d ' GET twitter-2014.08.22/_search { "facets": { "lang_facet": { "terms": {"field": "lang"} } } }

permission is strictly prohibited 72 ྫɿݴޠ͝ͱͷϑΝηοτ "facets": { "lang_facet": { "_type": "terms", "missing": 0, "total": 4521075, "other": 320228, "terms": [ { "term": "en", "count": 1471819 }, { "term": "ja", "count": 980145 },

permission is strictly prohibited 73 ྫɿݴޠ͓Αͼ஍Ҭͷूܭ » curl -XGET twitter-2014.08.22/_search -d ' { "aggs": { "lang": { "terms": {"field": "lang" }, "aggs": { "place": { "terms": { "field": “place.full_name", "size": 10 } } } } } }

permission is strictly prohibited 74 ྫɿݴޠ͓Αͼ஍Ҭͷूܭ "aggregations": { "lang": { "buckets": [{…}, { "key": "ja", "doc_count": 980145, "place": { "buckets": [ { "key": "ژ౎ࢢ෬ݟ۠, ژ౎", "doc_count":252 }, { "key": "ઍ୅ా۠, ౦ژ", "doc_count": 39 },…

permission is strictly prohibited 75 bucket • filter • filters (>=1.4.0) • missing • nested • reverse nested (>=1.2.0) • children • terms • significant terms (>=1.1.0) • range • date range • ipv4 range • histogram • date histogram • geo distance • geohash grid

permission is strictly prohibited 76 metric • min • max • sum • avg • stats • extended_stats • value count • percentiles (>=1.1.0) • percentile ranks (>=1.3) • cardinality (>=1.1.0) • geo bounds (>=1.3.0) • top_hits (>=1.3.0) • scripted metric   (>= 1.4.0)

permission is strictly prohibited 77 Geo • ͞·͟·ͳܗࣜͷσʔλͰGeoݕࡧՄೳ • σʔλɿ • Ң౓ܦ౓ɺGeoHashɺGeoShape • ݕࡧɿ • geo shape queryɺgeo shape filterɺgeo distance filterɺ • geo distance range filterɺgeo bounding box filterɺ • geo polygon filter

permission is strictly prohibited 78 Ecosystem • Plugins – ϓϥάΠϯʹΑΔػೳͷ௥Ճ • ΫϥΠΞϯτϥΠϒϥϦ • Ruby, python, php, perl, javascript, .NET • Scala, clojure, go • Hadoop integration

permission is strictly prohibited 79 ৄ͘͠஌Γ͍ͨํ͸ • Elasticsearch - The Definitive guide – http://www.elastic.co/guide/en/elasticsearch/guide/current/ index.html

permission is strictly prohibited 80 KibanaͰՄࢹԽ KibanaͰՄࢹԽ

permission is strictly prohibited 81 Kibana4 • ElasticsearchͷσʔλΛՄࢹԽ • Node.js server & JavaScript • Apache License 2.0

permission is strictly prohibited 82 Kibana 4

permission is strictly prohibited 83 σϞ for Kibana4 beer-sample demo for Kibana4

permission is strictly prohibited 84 Combining Search and Analytics

permission is strictly prohibited 85 Marvel Marvel

permission is strictly prohibited 86 Overview • Body Level One • Body Level Two • Body Level Three • Body Level Four » Body Level Five

permission is strictly prohibited 87 Node statistics • Body Level One • Body Level Two • Body Level Three • Body Level Four » Body Level Five

permission is strictly prohibited 88 Index statistics

permission is strictly prohibited 89 Cluster Pulse • Body Level One • Body Level Two • Body Level Three • Body Level Four » Body Level Five

permission is strictly prohibited 90 Sense • Body Level One • Body Level Two • Body Level Three • Body Level Four » Body Level Five

permission is strictly prohibited 91 Shield Shield

permission is strictly prohibited 92 Shieldͷಛ௃ • User Authentication • LDAP/Active Directory • ϑΝΠϧϕʔε • Authorization • ϩʔϧϕʔεͷΞΫηείϯτϩʔϧ • ΠϯσοΫε͝ͱɺΞΫγϣϯ͝ͱͷઃఆ͕Մೳ • ηΩϡΞͳ௨৴ • ElasticsearchϊʔυؒͷSSL/TLS • IPϑΟϧλϦϯά • ؂ࠪϩά

permission is strictly prohibited 93 ΨΠυͳͲ • ϓϩμΫτϖʔδ – https://www.elastic.co/products/shield • ΨΠυ – https://www.elastic.co/guide/en/shield/current/quick-getting- started.html

permission is strictly prohibited 94 Watcher Watcher

permission is strictly prohibited 95 ΨΠυͳͲ • ϓϩμΫτϖʔδ – https://www.elastic.co/products/watcher    • ΨΠυ – https://www.elastic.co/guide/en/watcher/current/index.html

permission is strictly prohibited 96 Watcherͷಛ௃ • ΫΤϦʹΑΔWatch – ElasticsearchͷΫΤϦΛར༻ͯ͠σʔλͷ؂ࢹ • ৚݅ͷઃఆ – ΞΫγϣϯΛ࣮ߦ͢Δ͔Ͳ͏͔ͷઃఆ • εέδϡʔϧ – ΫΤϦΛ࣮ߦ͠ɺ৚݅ΛνΣοΫ͢Δස౓ͷࢦఆ • ΞΫγϣϯͷఆٛ – ϝʔϧͷૹ৴ɺଞγεςϜ΁ͷσʔλૹ৴ͳͲͷಈ࡞Λઃఆ • ཤྺͷอଘ – ElasticsearchͷΠϯσοΫεͱ࣮ͯ͠ߦ݁ՌΛอଘ

permission is strictly prohibited 97 • ΫϥελͷνΣοΫ – ௚ۙ60ඵҎ಺ʹΫϥελͷঢ়ଶredʹͳͬͨΒϝʔϧ • ϝϞϦͷ࢖༻ྔͷνΣοΫ – ฏۉώʔϓ࢖༻ྔ͕75%Ҏ্ʹͳͬͨΒϝʔϧ • Ϋϥελʹϊʔυ͕௥Ճɾ࡟আ͞ΕͨΒϝʔϧ

permission is strictly prohibited 98 found.no

permission is strictly prohibited 99 found.no • Elasticsearch as a Service • Elasticsearchͷػೳ͕ར༻Մೳ • ϓϥάΠϯͷར༻΋Մೳ • ΞοϓάϨʔυ΋؆୯ • 14೔ؒͷ͓ࢼ͠ظؒ͋Γ • Kibana4΋ར༻Մೳ

permission is strictly prohibited 100 found premium • SLAϕʔεͷαϙʔτ – ElasticͷαϙʔτϝϯόʔʹΑΔαϙʔτ • ShieldʢComing Soonʣ • WatcherʢComing Soonʣ • MarvelʢComing Soonʣ

permission is strictly prohibited 101 ࢀߟจݙ • Elasticsearch - The Definitive guide – http://www.elastic.co/guide/en/elasticsearch/guide/current/ index.html • ॻ੶ʢ೔ຊޠʣ – ElasticSearchServer೔ຊޠ൛  αʔό/ΠϯϑϥΤϯδχΞ  ɹཆ੒ಡຊɹϩάऩू

permission is strictly prohibited 102 ࢀߟαΠτ • WebϑΥʔϥϜ • https://discuss.elastic.co • Ϣʔεέʔε • https://www.elastic.co/use-cases • Elastic{ON}ͷϏσΦͱࢿྉ • https://www.elastic.co/elasticon/2015/sf/videos • αϙʔτϝχϡʔ • https://www.elastic.co/subscriptions • Elasticsearch as a Service, Found.no • https://www.found.no/

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Elasticsearch-pluginで始める全文検索（Couchbase Live Tok...

Elasticsearch-pluginで始める全文検索（Couchbase Live Tokyo 2015資料）

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