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Elasticsearch at Wantedly
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Seigo Uchida
April 22, 2014
Technology
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Elasticsearch at Wantedly
2014/04/21 第 4 回 Elasticsearch 勉強会での発表資料。
当日の質問タイム及び懇親会で聞かれたことを追加しています。
Seigo Uchida
April 22, 2014
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Transcript
Elasticsearch at
SEIGO UCHIDA
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!TQFTOPWB
None
γΰτͰίίϩΦυϧਓΛ;͢
None
None
8BOUFEMZ *OD w ݄ઃཱ w ΞϧόΠτɺΠϯλʔϯؚΊ໊ w ໊ͷΤϯδχΞ͕׆༂ w γΰτॆ࣮ԽΞϓϦπʔϧͷఏڙ
w ࣾɺਓ͕͏
ੵۃ࠾༻த https://www.wantedly.com/projects/5106
WantedlyͰESΛ ͲͷΑ͏ʹ͍ͬͯΔͷ͔
ݕࡧର w γΰτ w ձࣾ w Ϣʔβ
γΰτ w ձ໊ࣾ w ۈ w ࣾһ
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ืू w ืू໊ w ืूৄࡉ w ืू৬छ
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Ϣʔβ w Ϣʔβ໊ w ࣗݾհจ w ͦͷଞ͍Ζ͍Ζʢޙड़ʣ
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ΠϯσοΫε w ௨ৗͷݕࡧ༻ΠϯσοΫε w "VUPDPNQMFUF༻ΠϯσοΫε
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λΠϓ w γΰτλΠϓ w ձࣾλΠϓ w ϢʔβʔλΠϓ
௨ৗͷݕࡧ༻ΠϯσοΫε w υΩϡϝϯτɿສ w ϓϥΠϚϦαΠζɿ(#
"VUPDPNQMFUF༻ΠϯσοΫε w υΩϡϝϯτɿສ w ϓϥΠϚϦαΠζɿ(#
ߏ w 3BJMTPO)FSPLV w &MBTUJDTFBSDIPO&$ w 1PTUHSFTRMPO3%4
FMBTUJDTFBSDISVCZ w UJSFϝϯς͕ऴྃ w TFBSDILJDLUJSFʹґଘ w ެࣜHFNΛ͏ͷ͕༨ܭͳ੍ݶ͕ͳ ͯ͘ྑ͍
Ϋϥελ w &$NTNBMMº w $IFGͰཧ w +7.ׂ.&.ɿࡌ.&.
ར༻ϓϥάΠϯ w )FBE w )2ʢ/PEF%JBHOPTUJDT4UBUT֬ೝʹར༻ʣ w .BSWFM TFOTFͰΫΤϦ࡞ʹར༻ʣ ։ൃڥ ͷΈʣ
w ,VSPNPKJ w *ORVJTJUPSʢ"OBMZ[FSͷڍಈ֬ೝʣ
Ͳ͏ֶͬͯΜ͔ͩ
None
ެࣜϦϑΝϨϯε w ඞཁͳ͜ͱॻ͍ͯ͋Δɺؾ͕͢Δ w ΫΤϦͷྫ͕෦తʹॻ͔Ε͍ͯͯࠔΔ w ݕࡧॳ৺ऀʹશମ૾͕͔ͭΈͮΒ͍ w ͰಡΜͩ
None
&MBTUJDTFBSDI8PSLTIPQ w શମ૾Λ௫Έͭͭɺ࣮ࡍʹ৮ΔͷͰΠ ϝʔδ͕௫Ίͨ w IUUQTTQFBLFSEFDLDPNEBEPPOFUFMBTUJDTFBSDIXPSLTIPQ
None
&MBTUJDTFBSDIνϡʔτϦΞϧ w ༻ޠɺશମ૾͕௫Έ͍͢ w ίϯςΩετ͕͋Γ࣮ફత w IUUQDPEFIBUFOBCMPHDPNFOUSZ
͜ͷຊ͕ͬͱૣ͘ग़ͯΕʜ
ۤ࿑ͨ͠ͱ͜Ζ
Ϣʔβʔݕࡧ w ϓϩϑΟʔϧ߲͕ଟ͍ w ֤߲ຖʹϓϥΠόγʔϨϕϧ ͕͋Δ w NBQQJOHRVFSZෳࡶʹ
Ͳ͏ͬͯ ES Ͱ ACL Λ࣮ݱͯ͠Δ͔ w ྫ͑ɺϓϩϑΟʔϧͷʮ໊લʯʮॴଐʯʮॴ ࡏʯΛجຊใͷηοτͱͯ͠ϓϥΠόγʔ ϨϕϧʮҰൠެ։ʯͱ͍ͯͨ͠ͱ͢Δ w
࠷ॳ/FTUFEEPDVNFOUΛͬͯදݱ͠ ͍ͯͨ
"properties": {! "basic_privacy": {! "type": "nested"! },! "properties": {! "name":
{! "type": "string"! },! "working_for": {! "type": "string"! },! "location": {! "type": "string"! },! "privacy_level": {! "type": "string"! }! }! }! mapping
Ͳ͏ͬͯ ES Ͱ ACL Λ࣮ݱͯ͠Δ͔ w ͔͠͠ɺ/FTUFEͩͱͰ͖ͳ͍͜ͱʢϋΠϥΠτͳͲʣ ͕ग़ͯ͘ΔͷͰϑϥοτͳߏͰɺϓϥΠόγʔϨϕ ϧΛදݱ w
ܕ@σʔληοτ@@ϓϩύςΟͷΑ͏ʹϚοϐ ϯά w ࠷ॳͷܕ͕ඞཁͳͷɺEBUFJOUFHFSͳͲ TUSJOHҎ֎ʹTJNQMF@RVFSZΛ͏ͱFSSPSͱͳΔͨ Ί
mapping query {! "query": {! "simple_query_string": {! "query": <QUERY>,! "fields":
["s_basic__*"],! "default_operator": "and"! }! }! },! "filter": {! "term": {! "basic_privacy": <PRIVACY_LEVEL>! }! }! }! "properties": {! "basic_privacy": {! "type": "string"! },! "s_basic__name": {! "type": "string"! },! "s_basic__working_for": {! "type": "string"! },! "s_basic__location": {! "type": "string"! }! }!
Ͳ͏ͬͯ ES Ͱ ACL Λ࣮ݱͯ͠Δ͔ w ݁ՌతʹɺOFTUFEΛΘ͟ΔΛಘͳ͍໘ ͕ग़ͯདྷͯϑϥοτͳϓϩύςΟͱOFTUFE Λซ༻͍ͯ͠Δ͕ɺࠓճͦ͜লུ
࣭λΠϜ
4PMS$MPVETFBSDIධՁ্ͨ͠Ͱ &4ʹͨ͠ͷ͔ w ʮ༑ୡͱͷܨ͕ΓʯΛՃຯͯ͠ݕࡧͰ͖Δ͔ͱ͍͏͜ͱͰɺάϥϑ %#ͷ/FPKͱҰൠతͳݕࡧͱͯ͠&4Λൺֱͯ͠ɺ&4ͷํ͕அ વύϑΥʔϚϯε͕ྑ͔ͬͨ w 4PMSʹ͍ͭͯ4PMSϢʔβ͔Βࠓ͔Β͏ͳΒ&4ͱ͍͏Λฉ͍ ͍ͯͨ w
ར༻Ϣʔβʢ(JU)VC GPVSTRVBSF 4PVOE$MPVEͳͲʣࢀߟʹ͠ ͨ w ݁Ռతʹɺ4PMSʹͳ͍OFTUFE QBSFOUDIJMEEPDVNFOUΛͬͯ ͍ΔͷͰ&4Ͱྑ͔ͬͨ
։ൃڥͰ&4Λ͏ͱ NBQQJOHͳͲόϥόϥͰਏ͘ͳΒͳ͍͔ w #PPUTUSBQεΫϦϓτͱ͍͏ͷΛ༻ҙͯ͠HJUDMPOFޙ ͷηοτΞοϓʢMPDBMʹ&4ΛೖΕΔͳͲʣΛࣗಈԽ͠ ͍ͯΔ w .BQQJOHυΩϡϝϯτͷՃηοτΞοϓεΫϦϓ τΛ༻ҙͯ͠ɺϝϯόʔ͝ͱͷڥͷ͕ࠩग़ͳ͍Α͏ʹ ͍ͯ͠Δ
! #! # Check for Elasticsearch! #! if test !
$(which elasticsearch)! then! echo " x You need to install ElasticSearch:"! echo " + Installing Elasticsearch..."! brew install elasticsearch! else! echo " + ElasticSearch found."! fi! ! #! # Check for Elasticsearch version! #! ES_VERSION=$(elasticsearch -v | cut -d' ' -f2 | cut -d'.' -f1)! if test ! $ES_VERSION -eq 1! then! echo " x You need to upgrade elasticsearch."! brew upgrade elasticsearch! else! echo " + Your Elasticsearch version is correct."! fi! ! if test -d /usr/local/var/lib/elasticsearch/plugins/marvel! then! echo " + Elasticsearch Plugin Marvel found."! else! echo " + Installing Elasticsearch Plugins Marvel"! plugin --install elasticsearch/marvel/latest! fi! bootstrap script Ұ෦ൈਮ $ script/bootstrap! ! Wantedly! ! γΰτͰίίϩΦυϧਓΛ;͢! ! + Your Elasticsearch version is correct.! + ElasticSearch Plugin HQ found.! + ElasticSearch Plugin head found.! + ElasticSearch Plugin Kuromoji found.! + ElasticSearch Plugin Inquisitor found.! + ElasticSearch Plugin Marvel found.! ! Good work. We're ready.! ! Run 'elasticsearch' to start elasticsearch.! And you can see elasticsearch webui plugins 'locahost:9200/_plugin/head/'! ࣮ߦ݁Ռ γϯϓϧͳγΣϧεΫϦϓτɻelasticsearch ϓϥάΠϯ͕Πϯετʔϧ͞ΕͯΔ ͔ΛνΣοΫͯ͠͞Εͯͳ͍ͳΒΠϯετʔϧ͢Δɻ ʢ࣮ࡍͷεΫϦϓτͰ elasticsearch Ҏ֎ͷηοτΞοϓͬͯΔʣ
elasticsearch-ruby Λͬͨ setup script ྫ class ES! def self.client! @client
||= Elasticsearch::Client.new({! url: ES.url,! log: true! })! end! end! ! ES.client.indices.create({! index: "index_name",! body: {! settings: {! analysis: {! filter: {! ...! },! tokenizer: {! ...! },! analyzer: {! ...! }! }! }! }! })! ! ES.client.indices.put_mapping({! index: “index_name”,! type: 'user',! body: {! company: {! _id: { path: 'id' },! _timestamp: { enabled: true, path: 'updated_at', store: true },! _source: { enabled: true },! _all: { enabled: true, analyzer: 'kuromoji_analyzer' },! properties: {! name: { type: 'string', store: true, index: 'analyzed', analyzer: 'kuromoji_analyzer' },! . . .! }! }! }! })! ! ! User.find_in_batches do |users|! body = users.map do |user|! {! index: {! _index: "index_name",! _type: 'user',! _id: user.id,! data: user.elasticsearch_data,! }! }! end! ES.client.bulk body: body! end!
εΩʔϚมߋ࣌ʹαʔϏεʹӨڹΛ༩͑ͳ͍Α͏ɺ Ͳ͏ΫϥελΛߋ৽ͯ͠Δ͔ w #MVF(SFFO%FQMPZNFOUΈ͍ͨͳ͜ͱ ʢ࣮ࡍ৭ʣΛ͍ͬͯΔ
blue-es.wantedly.com blue-es-elb Nginx + ES Nginx + ES blue-es-cluster green-es.wantedly.com
green-es-elb Nginx + ES Nginx + ES green-es-cluster چεΩʔϚ ৽εΩʔϚ
&4ͷ#MVF(SFFO%FQMPZNFOU w CMVFFTFMC HSFFOFTFMCͷΑ͏ʹ&-# αϒυϝΠϯΛͭ༻ҙ͓ͯ͘͠ w $IFGͰlFMBTUJDTFBSDISPMF lHSFFOzFOWJSPONFOUͱͯ͠&4αʔόΛߏ ங͢ΔͱɺΫϥελϦϯάɺ&-# HSFFOFTFMC
ͷొ·ͰࣗಈͰηοτ Ξοϓ͞ΕΔΑ͏ʹͯ͠Δɻ͘Β͍ɻ w ࣾϝϯόʔͷΈΞΫηεՄೳͳڥʹ࠷৽ͷ3BJMTΞϓϦʢ&4ͷ .BQQJOHΛؚΉʣΛσϓϩΠޙɺ͔ͦ͜ΒHSFFOFTDMVTUFSʹ৽εΩʔϚ ͷΠϯσοΫε࡞ɺυΩϡϝϯτՃΛߦ͏ w Ϋϥελʹσʔλ͕ೖͬͨΒɺຊ൪ڥͷ3BJMT࠷৽ʹͨ͠ޙɺ3BJMT͔Β ར༻͢Δ&4ͷΤϯυϙΠϯτʢڥมͰઃఆ͍ͯ͠ΔʣΛΓସ͑ͯσϓ ϩΠྃ
ࠓޙͷ՝
ࠓޙͷ՝ w ύϑΥʔϚϯεͷ্ w ϢʔβʔݕࡧͷϋΠϥΠτ w ࣙॻ͏ w ݕࡧਫ਼
͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ