Ruby × AWS Lambdaでサーバーレスの導入~TUNAG分析基盤の事例をもとに~

3VCZº"84-BNCEBͰ αʔόʔϨεͷಋೖ /BHPZB3VCZ,BJHJ 56/"(෼ੳج൫ͷࣄྫΛ΋ͱʹ :VTIJSP.BUTVUBOJ!VVVTIJSP

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ࣗݾ঺հ 2 Yushiro Matsutani Twitter/GitHub @uuushiro 2016.9 גࣜձࣾελϝϯͰΠϯλʔϯ։࢝
2017.1 גࣜձࣾελϝϯʹೖࣾʢ৽ଔୈ1߸ʣ ݱࡏ͸ج൫νʔϜ Rubyྺ΋͏͙͢3೥͘Β͍  ॳΊͯ৮ͬͨRailsͷόʔδϣϯ͸5.0

ձ ࣾ ֓ ཁ

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  ࢧࣾޒ൓ాɺകాɺ෱Ԭ w໾৬һ໊ ϓϩμΫτ෦໊ w56/"(ͷاըɺ։ൃɺӡ༻

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 56/"(ͱ͸ 5 wձࣾͱࣾһɺࣾһಉ࢜ͷ৴པؔ܎ߏஙΛ໨తͱͨ͠اۀ޲͚4/4 w೥݄ʹϦϦʔε͠ɺಋೖاۀ਺͸Λ௒͑Δ wۀ຿࿈བྷͰ͸ͳ͘ɺ͓ޓ͍Λ஌Γཧղ͢Δ͜ͱ͕໨త wlࣾ಺4/4͸೉͍͠zΛɺίϯαϧςΟϯάͱzࣾ಺੍౓zͰղܾ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ڈ೥ͷ݄຤ʹ"84-BNCEB͕3VCZʹରԠ 6

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE "84-BNCEBͱ͸ʁ 7 w'VODUJPOTBTB4FSWJDF wαʔόʔͷ؅ཧແ͠ͰίʔυΛ࣮ߦͰ͖Δ wैྔ՝੍ۚ wࣗಈͰεέʔϧΞ΢τ IUUQTEPDTBXTBNB[PODPNKB@KQMBNCEBMBUFTUEHXFMDPNFIUNM

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 3VCZ,BJHJʹͯ 8

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 3VCZ,BJHJʹͯ 9

3VCZº"84-BNCEBͷ ؅ཧϑϨʔϜϫʔΫɾࣗಈςετʹ͍ͭͯ ։ൃɾӡ༻دΓͷ࿩Λ͠·͢

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ΞδΣϯμ 11 ؅ཧϑϨʔϜϫʔΫΛར༻ͨ͠։ൃ αʔόʔϨε׆༻ͷഎܠ ࣗಈςετ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 56/"(ͷچ෼ੳج൫ͷ՝୊ 13 㾎σʔλ૿Ճ͠ॲཧ͕࣌ؒ૿େ 㾎ूܭ༻αʔόʔ &$ ͷӡ༻ίετ͕͔͔Δ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE "84-BNCEBͰղܾͦ͠͏ 14 w"84-BNCEBͰม׵ॲཧΛฒྻॲཧ࣌ؒ͠୹ॖ w&$Λ"84-BNCEBʹஔ͖׵͑ӡ༻ίετͷ࡟ݮ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ৽ج൫ʹ͓͚Δ  -BNCEBͷར༻Πϝʔδ 15 w"84αʔϏεؒͷ  ઀ணࡎͱͯ͠࢖͏ w3VCZͰ42-Λ  ಈతʹ૊ΈཱͯΔ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE αʔόʔϨεΞϓϦέʔγϣϯͷ؅ཧ͕େม 17 wෳ਺ͷ"84-BNCEBͷ؅ཧ͕൥ࡶ wσϓϩΠʹख͕͔͔ؒΔ w(FN΍ڞ௨ίʔυͷѻ͍͕Α͘Θ͔Βͳ͍

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE "844FSWFSMFTT"QQMJDBUJPO.PEFM "844". 18 wαʔόʔϨεΞϓϦέʔγϣϯͷ؅ཧϑϨʔϜϫʔΫ w$MPVE'PSNBUJPOͷ֦ு wϩʔΧϧͰ"84-BNCEBͷߏஙɾςετɾσόοά͕Մೳ wΞϓϦέʔγϣϯͷϏϧυɾύοέʔδϯάɾσϓϩΠίϚϯυΛఏڙ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 4".ͷ࢖༻ྫ3VCZͷαϯϓϧΞϓϦέʔγϣϯ 19

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE 4".ͷ࢖༻ྫ3VCZͷαϯϓϧΞϓϦέʔγϣϯ 20 wର৅ؔ਺ͷϑΥϧμͷ[JQϑΝΠϧΛ࡞੒͠4΁Ξοϓϩʔυ wQBDLBHFEZBNMΛ࡞੒͠ϩʔΧϧͷੜ੒෺΁ͷࢀরΛ  Ξοϓϩʔυͨ͠4ͷ63-ʹஔ͖׵͑Δ wςϯϓϨʔτʹهड़͞Ε͍ͯΔ௨ΓͷϦιʔε͕ߏங͞ΕΔ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE -BNCEBͷ࣮ߦ؀ڥΛ  λʔήοτͱ͢Δ੒Ռ෺Λੜ੒ ґଘؔ܎ͷղܾ 21 ੒Ռ෺ΛBXTTBNCVJME഑Լʹ࡞੒ (FNpMFʹԠͯ͡ҎԼ͕࣮ߦ͞ΕΔ "84-BNCEBͰ͸WFOEPSCVOEMF͕ HFNͷ୳ࡧσΟϨΫτϦର৅

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE OBUJWFFYUFOUJPOͷѻ͍OPLPHJSJ 22 wωΠςΟϒ֦ு͕͋Δ(FN͸ɺ-BNCEBͱ  ಉ౳؀ڥͰίϯύΠϧ͢Δඞཁ͕͋Δ wOPLPHJSJ͕ґଘ͍ͯ͠ΔMJCYNMͱMJCYTMU͸ -BNCEBͷΠϝʔδʹؚ·Ε͍ͯΔͷͰɺҎԼͰ  ϏϧυՄೳ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE OBUJWFFYUFOUJPOͷѻ͍NZTRM 23 wNZTRM͕ґଘ͍ͯ͠ΔNZTRMEFWFM͸-BNCEBͷ  Πϝʔδʹؚ·Ε͍ͯͳ͍ w-BNCEBΠϝʔδίϯςφͰඞཁͳύοέʔδΛ  Πϯετʔϧ্ͨ͠ͰCVOEMFJOTUBMMΛ͢Δ wඞཁͳڞ༗ϥΠϒϥϦ MJCNZTRMDMJFOU
͸ɺ -%@-*#3"3:@1"5)ʹ഑ஔ͢Δ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ڞ௨ίʔυ΍(FNΛ͏·͘ѻ͍͍ͨ 24 wෳ਺ͷ-BNCEBͰڞ௨ͷ3VCZίʔυ΍  (FN͕ଘࡏ ͦΕͧΕσϓϩΠύοέʔδʹؚΊͳ͚Ε͹ͳΒͳ͍ wίʔυΛมߋ͢Δͨͼʹґଘؔ܎ͷ  Ξοϓϩʔυ͕ඞཁ
(FNͱΞϓϦέʔγϣϯίʔυมߋͷपظ͸ҟͳΔ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE "84-BNCEB-BZFST 25 w ෳ਺ͷ"84-BNCEBͰίʔυΛڞ༗Ͱ͖Δ࢓૊Έ w -BNCEBΛݺͼग़͢ͱ-BZFST͕ίϯςφͷPQU഑ԼʹϚ΢ϯτ͞ΕΔ w TBNCVJME͸ݱ࣌఺ͰඇରԠ
IUUQTBXTBNB[PODPNKQCMPHTDPNQVUFXPSLJOHXJUIBXTMBNCEBBOEMBNCEBMBZFSTJOBXTTBN

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE "84-BNCEB-BZFSTͷϝϦοτ 26 wؔ਺ίʔυͷαΠζ͕খ͘͞ͳΔ wґଘؔ܎ͱϏδωεϩδοΫͷؒͰɺؔ৺ࣄͷ෼཭Λڧ੍ IUUQTBXTBNB[PODPNKQCMPHTDPNQVUFXPSLJOHXJUIBXTMBNCEBBOEMBNCEBMBZFSTJOBXTTBN

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ڞ௨ίʔυ༻-BZFST 27 IUUQTHJUIVCDPNBXTMBCTBXTMBNCEBDPOUBJOFSJNBHFDPOWFSUFS -BZFSTʹ͓͚Δ3VCZϥΠϒϥϦͷ୳ࡧύε

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE (FN༻-BZFST 28 IUUQTHJUIVCDPNBXTMBCTBXTMBNCEBDPOUBJOFSJNBHFDPOWFSUFS -BZFSTʹ͓͚ΔHFNͷ୳ࡧύε

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE JNHMBNCEBΛ࢖ͬͨ  -BZFSTͷσϓϩΠ ͓·͚ 29 w %PDLFSΠϝʔδΛ-BNCEB΍  -BZFSTʹม׵͠σϓϩΠ w
ґଘؔ܎ΛΠϝʔδʹด͡ࠐΊ  มߋ͕͋Ε͹࠶Ϗϧυ w ศར͕ͩ4".ͷ  ϩʔΧϧ࣮ߦ -BZFST΋ؚΊͨ ͕  ׆͔ͤͳ͍ͷͰࠓճ͸ෆ࠾༻ IUUQTHJUIVCDPNBXTMBCTBXTMBNCEBDPOUBJOFSJNBHFDPOWFSUFS

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE "844".Λར༻ͨ͠։ൃ·ͱΊ 30 wෳ਺ͷ-BNCEB͸ςϯϓϨʔτͰҰݩ؅ཧ wσϓϩΠ͸TBNDMJͰίϚϯυͰ؆୯ʹ wґଘؔ܎͸TBNCVJMEίϚϯυͰղܾ ඞཁʹԠͯ͡-BNCEBͷ%PDLFSΠϝʔδΛར༻ wڞ௨ίʔυ΍(FN͸-BZFSTͰڞ༗Մೳ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ࣗಈςετͷํ਑ 32 w-BNCEB͸ଞͷαʔϏεͱͷ࿈ܞ͕ଟ͘  ౷߹ςετ͕ॏཁʹͳΔ wΫϥ΢υ্Ͱͷݕূ͸ֻ͕͔࣌ؒΓա͗ΔͷͰ  ͳΔ΂͘ϩʔΧϧͰ࣮ߦɾςετ͍ͨ͠ w*".ݖݶͳͲͷςετ͸Ϋϥ΢υ্Ͱߦ͏

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ϩʔΧϧςετ 33 w"84-BNCEBͷґଘΛഉআ͠  ୯ମςετΛ͠΍͍͢Α͏ʹ w"84αʔϏεʹґଘ͢ΔϩδοΫ͸ελϒΛར༻ wϩʔΧϧʹ-BNCEBͷΤϯυϙΠϯτΛىಈ͠  -BNCEBɾ-BZFSTΛςετ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ςετͷྫ"UIFOB΁ͷΫΤϦ͕ࣦഊͨ͠έʔε 34 "UIFOB΁ͷΫΤϦ࣮ߦ"1*Λୟ͘ ΫΤϦ͸ඇಉظతʹॲཧ͞ΕΔͨΊ  ࣮ߦ*%Λ΋ͱʹ࣮ߦঢ়گΛ໰͍߹ΘͤΔ ΫΤϦͷ݁ՌΛऔಘ͠ঢ়ଶ͕  l'"*-&%zͳΒྫ֎Λ౤͛Δ 1
2 3

!35 "844%,GPS3VCZΛ࢖ͬͯ  "UIFOBͷΫΤϦΛ࣮ߦ͢Δ"1*Λୟ͘ 1

!36 "844%,GPS3VCZΛ࢖ͬͯ  "UIFOBͷΫΤϦΛ࣮ߦ͢Δ"1*Λୟ͘ ΫΤϦ࣮ߦ*%Λ΋ͱʹ  ࣮ߦঢ়گΛ໰͍߹ΘͤΔ 1 2

!37 "844%,GPS3VCZΛ࢖ͬͯ  "UIFOBͷΫΤϦΛ࣮ߦ͢Δ"1*Λୟ͘ ΫΤϦ࣮ߦͷ  εςʔλε໰͍߹Θͤ݁Ռ͕  '"*-&%ʹͳͬͨΒྫ֎Λ౤͛Δ ΫΤϦ࣮ߦ*%Λ΋ͱʹ  ࣮ߦঢ়گΛ໰͍߹ΘͤΔ 1 2
3

!38 ϋϯυϥʔͷҾ਺ͳͲ -BNCEBʹґଘ͢ΔՕॴ͔Β  ϩδοΫΛ੾Γ཭͢

!39 -BNCEBʹґଘ͠ͳ͍ίʔυʹͳΓ  ී௨ʹςετͰ͖Δ

!40 "84αʔϏεʹґଘ͢ΔϩδοΫΛ Ͳ͏ςετ͢Δ͔ʁ

!41 "84αʔϏεʹґଘ͢ΔϩδοΫΛ Ͳ͏ςετ͢Δ͔ʁ ελϒΛ೜ͼࠐ·ͤΔ༨஍Λ༩͑Δ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE "844%,GPS3VCZͷελϒػೳ 42 w"1*ΞΫηεͷϨεϙϯεɾΤϥʔΛελϒ͢Δ w"84"1*ΫϥΠΞϯτΛ࣮ߦ͢ΔΑ͏ʹৼΔ෣͏ w-PDBM4UBDL΋͍͍͕ɺࠓճඞཁͳ"84"UIFOBɾ(MVF͸  ඇαϙʔτͩͬͨ 5FTUBCMF-BNCEB
!U@XBEB ͕ͱͯ΋ࢀߟʹͳΔ IUUQTTQFBLFSEFDLDPNUXBEBUFTUBCMFMBNCEBXPSLJOHF⒎FDUJWFMZXJUIMFHBDZMBNCEB

!43 ελϒػೳΛ༗ޮʹ

!44 "UIFOBΫΤϦ࣮ߦͷ  ϨεϙϯεσʔλΛ࡞੒ "UIFOBΫΤϦ࣮ߦͷ Ϩεϙϯεʹઃఆ

!45 "UIFOBΫΤϦ  ࣮ߦঢ়گ͕z'"*-&%zͷ σʔλΛ࡞੒ ΫΤϦ࣮ߦঢ়گ֬ೝϦΫΤετͷ ϨεϙϯεʹϑΣΠΫͷ݁ՌΛઃఆ

!46 ελϒΦϒδΣΫτΛ  Ҿ਺Ͱ౉͢ ϩʔΧϧͰ"84αʔϏε ґଘͷςετ͕Ͱ͖ͨ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ϩʔΧϧͰ"84-BNCEBɾ-BZFSTͷςετ 47 ϩʔΧϧͰ-BNCEBͷΤϯυϙΠϯτΛىಈ ΤϯυϙΠϯτΛϩʔΧϧʹ޲͚Δ -BZFSTΛؚΊͨςετ͕ ϩʔΧϧͰ࣮ߦՄೳʹ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE $*$% 48 w$PEF%FQMPZͷ1SF)PPLؔ਺Λར༻͠؆қͳ౷߹ςετΛ࣮ߦ w1SF)PPLؔ਺Ͱɺ৽WFSͷ-BNCEBΛ࣮ߦ wΤϥʔ͕͋Ε͹ϩʔϧόοΫ

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ৽෼ੳج൫ΞʔΩςΫνϟ 49

$PQZSJHIUTUNO JOD"MMSJHIUTSFTFSWFE ·ͱΊ 50 w-BNCEB͕3VCZରԠͨ͜͠ͱͰαʔόʔϨε͕  ελϝϯʹͱͬͯ਎ۙͳ΋ͷʹͳͬͨ w؅ཧϑϨʔϜϫʔΫͷ͓͔͛Ͱӡ༻ָ͕ʹ wͳΔ΂͘ϩʔΧϧͰςετ͢Δ͜ͱͰ։ൃ଎౓61

Ruby × AWS Lambdaで サーバーレスの導入~TUNAG分析基盤の事例をもとに~

Ruby × AWS Lambdaで サーバーレスの導入~TUNAG分析基盤の事例をもとに~

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Ruby × AWS Lambdaでサーバーレスの導入~TUNAG分析基盤の事例をもとに~

Ruby × AWS Lambdaでサーバーレスの導入~TUNAG分析基盤の事例をもとに~