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1日100個以上のHadoopクラスターを使い捨てる方法 / How to throw awa...
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Hiroyuki Nakazato / 中里 浩之
March 14, 2019
Technology
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1日100個以上のHadoopクラスターを使い捨てる方法 / How to throw away 100 Hadoop clusters a day
Hiroyuki Nakazato / 中里 浩之
March 14, 2019
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Transcript
݄ ιϑτόϯΫגࣜձࣾதཬߒ೭ ݸҎ্ͷ )BEPPQΫϥελʔΛ ͍ࣺͯΔํ๏ )BEPPQ4QBSL$POGFSFODF+BQBO
ࣗݾհ தཬߒ೭ φΧβτώϩϢΩ ॴଐ ιϑτόϯΫגࣜձࣾ גࣜձࣾ"HPPQ ϙδγϣϯ όοΫΤϯυνʔϜϦʔμʔ
"845FDIOJDBM.FJTUFS
͜ΜͳهࣄΛॻ͍͍ͯ·͢ IUUQTRJJUBDPNOBLB[BYJUFNTFEEGBB
Ґஔใऩू ղੳ ਓͷྲྀΕ
.VTUͷϩάΛؒόον։࢝·Ͱʹ%8)ʹೖ 8BOU%8)ͷೖૣ͚Εૣ͍΄Ͳϕλʔ ػೳ໘ ඇػೳ໘ ϩάͷϘϦϡʔϜԯ݅5#Φʔμʔ ࠓޙϩάྔ͕૿͑ଓ͚ΔͨΊεέʔϥϏϦςΟ͕ඞཁ ίετޮٴͼ҆ఆੑ͕ߴ͍͜ͱ &5-ॲཧͷཁ݅
ϩάऩू γεςϜ 4 3FETIJGU ,JOFTJT +FOLJOTPO&$ %FWFMPQFST %BUB"OBMZTUT
&-# &$ ऩूɾੵ &5- ղੳ &$ &$ ':ΞʔΩςΫνϟʔ
ϩάऩू γεςϜ 4 3FETIJGU ,JOFTJT +FOLJOTPO&$ %FWFMPQFST %BUB"OBMZTUT
&-# &$ ऩूɾੵ &5- ղੳ &$ &$ ':ΞʔΩςΫνϟʔ εέʔϥϏϦςΟ ͳͲʹ՝
࣌ؒͷϩάΛೖྗɺ1ZUIPONVMUJQSPDFTTJOHͰ $16Λͬͯ%8)ʹϩʔυՄೳͳܗࣜʹม ͋Δͷରͷϩά͕एׯҟͳΔͨΊ ૿͑ଓ͚Δϩάʹରͯ͠ &$ͷεέʔϧΞοϓͰରԠ ࣌ͷ&5-ॲཧͷ࣮
DYMBSHF ϦϦʔε W$16(J#.FN ֹ݄ສԁ DYMBSHF Լ०ϦϦʔε W$16(J#.FN ֹ݄ສԁ
εέʔϧΞοϓ ಄ଧͪϦεΫ ίϯϐϡʔςΟϯά࠷దԽΠϯελϯελΠϓ
࣌&5-ॲཧ ࣌&5-ॲཧ ͋Δ࣌ؒͷॲཧ͕Ҿ͘ͱޙଓ͕٧·Δ
&$ 4 ࣌&5-ॲཧ &5-ॲཧΠϝʔδ
ϩάऩू γεςϜ 4 3FETIJGU ,JOFTJT +FOLJOTPO&$ %FWFMPQFST %BUB"OBMZTUT
&-# &$ ऩूɾੵ &5- ղੳ &$ &$ ':ΞʔΩςΫνϟʔ ՝ͷղܾʹணख
৽ΞʔΩςΫνϟʔߏ εέʔϧΞτϞσϧ 4QBSLPO&.3Λ࠾༻ ॲཧͷಠཱੑ ࣌ؒͷ&5-ॲཧΛ Ϋϥελʔ͕୲ ͍ࣺͯՄೳͳ &.3όονॲཧج൫
ϩάऩू γεςϜ 4 3FETIJGU +FOLJOTPO&$ %FWFMPQFST %BUB"OBMZTUT &5-
ղੳ ऩूɾੵ ʜ ʜ 4QBSLPO&.3 )JWFPO&.3 ʜ 4 -BNCEB ,JOFTJT &-# &$ ৽ΞʔΩςΫνϟʔ (MVF
৽ΞʔΩςΫνϟʔͷϙΠϯτ &.3ͷεςοϓػೳͷ׆༻ -BNCEBʹΑΔ&.3Ϋϥελʔͷ੍ޚ ϑϧϚωʔδυ)JWFϝλετΞͷ׆༻
ΞυϗοΫੳ༻&.3Ϋϥελʔͷఏڙ
&.3ͷεςοϓػೳͷ׆༻ 1 2 3 4 εςοϓҙͷॲཧΛॱ൪ʹ࣮ߦ͢ΔΈ શεςοϓྃޙʹΫϥελʔΛऴྃ͢Δͷ੍ޚ͕ ؆୯ʹߦ͑Δ
݅ذ܁Γฦ͕͠ͳ͍γϯϓϧͳόονॲཧϑϩʔ Ͱ͋ΕεςοϓػೳͰेΧόʔՄೳ
&5-ॲཧͷεςοϓ &.3 ຊ൪ࢿࡐ +BS 4IFMM ςετࢿࡐ 4IFMM +BS
ੜϩά 1BSRVFU &5-ॲཧ༻ͷࢿࡐΛ4͔Βμϯϩʔυ TEJTUDQͰॲཧରͷϩάΛू TQBSLTVCNJUͰσʔλՃͱ1BSRVFUมΛ࣮ࢪ 1 2 3
-BNCEBʹΑΔΫϥελʔ੍ޚ 1 2 3 4 &.3Ϋϥελʔىಈ༻ͷ-BNCEBؔΛ࣮ 1ZUIPOͰ3VO+PC'MPXΛίʔϧ 3VO+PC'MPXύϥϝʔλʔ͕ඇৗʹଟ͍
ઃఆϑΝΠϧϥΠϒϥϦ)0$0/Ͱཧ͠࠶ར༻ੑΛ্ 1MBZ'SBNFXPSLͳͲͰ༗໊ͳ-JHIUCFOE͕ࣾ։ൃ ϩάऩूγεςϜͳͲͰ1MBZ'SBNFXPSLΛ׆༻ͯ͠ ͓Γ)0$0/ʹ׳Ε͍ͯͨͷ͕࠾༻ཧ༝
&5-༻Ϋϥελʔىಈϑϩʔ 1 2 3 4 Name = hourly-etl
ReleaseLabel = emr-5.20.0 Steps = [ { spark-submit hourly-etl.jar ${YYYYMMDD}/${HH} } ... IPVSMZDPOG IPVSMZDPOG )0$0/ύʔε 3VO+PC'MPX࣮ߦ
&5-ॲཧͷϦΧόϦʔ ޭ ޭ ࣦഊ ͕ҟৗऴྃ 1 2 3
4 ϦΧόϦ༻ ىಈ༻ Ϋϥελʔͷঢ়ଶΛ ఆظతʹνΣοΫ ىಈ༻-BNCEBΛ ݺͼग़͠ ࣦഊͨ࣌ؒ͠ͷ ΫϥελʔΛىಈ
ϑϧϚωʔδυ)JWFϝλετΞ 1 2 3 4 "84(MVF%BUB$BUBMPH <&.3 ରԠ>
Ҏલ.Z42-PO3%4Λ)JWFϝλετΞͱͯ͠ར༻ 3%4͕410'ʹͳΒͳ͍Α͏ʹؾΛݣ͏ඞཁ͕͋ͬͨ ΫϥελʔΛେྔʹىಈ͢ΔͱଓͰ͖ͳ͍FUD (MVF%BUB$BUBMPHϑϧϚωʔδυ͔ͭಉ࣌ଓ੍ݶͳ͠
ΞυϗοΫੳ༻Ϋϥελʔ ΤϯδχΞΞφϦετ͕ ؆୯ʹ&.3ΫϥελʔΛىಈՄೳʹ 1 2 3 4
Ϋϥελʔͷམͱ͠Εࢭ 1 2 3 4 I I I
ࢹ༻ Ϋϥελʔͷ Քಇ࣌ؒΛνΣοΫ 4MBDL௨ BEIPDDMVTUFS
ίετͷ ຖ࣌ͷ&5-ॲཧҎલΑΓ҆Ձʹ εϙοτΠϯελϯεΛੵۃతʹ׆༻͍ͯ͠ΔͨΊ 4શମͷίετ૿Ճ ΞυϗοΫੳ͕ؾܰʹͰ͖ΔͨΊੳ݁Ռͷσʔλ͕ 4ʹੵ͍͍ͯͬͯ͠Δ ෆཁͳσʔλΛఆظతʹআ͢ΔΑ͏ͳΈ͕ඞཁ
ϩάऩू γεςϜ 4 3FETIJGU +FOLJOTPO&$ %FWFMPQFST %BUB"OBMZTUT &5-
ղੳ ऩूɾੵ ʜ ʜ 4QBSLPO&.3 )JWFPO&.3 ʜ 4 -BNCEB ,JOFTJT &-# &$ ࠶ܝ৽ΞʔΩςΫνϟʔ (MVF
THANK YOU! ANY QUESTIONS?