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mockmockの大量のログをいい感じに捌きたい
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Keita Mohri
July 16, 2019
Technology
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mockmockの大量のログをいい感じに捌きたい
Fukuoka.dev #1
Keita Mohri
July 16, 2019
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Transcript
ͷ େྔͷϩάΛ͍͍ײ͡ʹࡹ͖͍ͨ 'VLVPLBEFW ໟརܒଠ
‣ 'VTJD$P -UE ‣ ൃҊऀϓϩμΫτΦʔφʔ ‣ *P5ܥͷडୗҊ݅ ‣
"84 403"$0. (P 3VCZ ‣ ͖ͳ"84αʔϏε,JOFTJT ໟརܒଠʢ͏Γ͚͍ͨʣ
ࠓ͓͍ͨ͜͠ͱ
ͷલʹʜ
ͬͯͳʹʁ
*P5։ൃऀ͚ ٙࣅσʔλੜαʔϏε
*P5ͷ
Ϟϊ͕ Thing
Πϯλʔωοτܦ༝Ͱ Thing
αʔόʹσʔλΛૹΓ Backend Thing D a t a
ղੳͨ͠Γͯ͠ Backend Thing D a t a
Կ͔͢Δ Backend Thing D a t a
*P5ͷ ͓ΘΓ
*P5 ։ൃ͠·͢
ςετ͍ͨ͠ Backend Thing D a t a
σʔλૹͬͯ΄͍͠ Backend Thing D a t a
Ͱ
Ϟϊʹͩͬͯ ߹͋Δ
͑͐ͬɺ ։ൃʹ͔͔Δͷʂʁ
͑͐ͬɺ ϗϯτʹյ͞ͳ͍ͱ Τϥʔσʔλग़ͤͳͷʂʁ
ෛՙࢼݧ༻ʹ ཉ͍͚͠Ͳʜ ݸສԁʂʁ
ෛՙࢼݧ༻ʹ ༻ҙ͚ͨ͠Ͳʜ ୭͕ૢ࡞͢Δͷ͜Εʂʁ
ςετʹࠔΔ
ͦ͏ͩʂ
γϛϡϨʔλʔΛ࡞Ζ͏ʂ Backend Simulator D a t a
͍ɺ ϦϦʔεʹؒʹ߹Θͳ͍ʂ
͗ͯ͢͠ ʓʓ͞Μ ࡞ͬͨਓ ͔͠ ಈ͔ͤͳ͍ʜ
ٱ͠ͿΓʹಈ͔ͨ͠Β શવಈ͔ͳ͍ʜ
ͦ͜Ͱ
ࢥ͍Ͳ͓ΓʹͳΔϞϊ Backend D a t a
͍ͭͰ ཉ͍͠σʔλΛ ཉ͍͠ྔ͚ͩ ૹͬͯ͘ΕΔʂ
͏Ε͍͠
ը໘Πϝʔδ ࢥ͍௨ΓͷϑΥʔϚοτͰ+40/σʔλΛੜ ԾσόΠεͷεςʔλεͱͦͷมԽΛҙʹઃఆ ͞·͟·ͳ࣌ܥྻσʔλੜػೳ
ͷͬ͘͟Γͨ͠Έ
ϩάॲཧػߏ PublicSubnet PrivateSubnet PrivateSubnet S3 Bucket (Lot) S3
Bucket (Binary) Web Web Worker Worker Mock Mock Mock Mock Mock WebίϯιʔϧͰ ಈ࡞Λઃఆ mockΛૢ࡞
PublicSubnet PrivateSubnet S3 Bucket (Lot) S3 Bucket (Binary)
Web Web Worker Worker WebίϯιʔϧͰ ಈ࡞Λઃఆ mockΛૢ࡞ mockૢ࡞JobΛ ൃߦ PrivateSubnet Mock Mock Mock Mock Mock ϩάॲཧػߏ
PublicSubnet PrivateSubnet S3 Bucket (Lot) S3 Bucket (Binary)
Web Web Worker Worker mockૢ࡞JobΛ ൃߦ ઃఆϑΝΠϧΛ Ξοϓϩʔυ mockαʔόʔʹ ૢ࡞ࢦࣔ PrivateSubnet Mock Mock Mock Mock Mock Mock WebίϯιʔϧͰ ಈ࡞Λઃఆ mockΛૢ࡞ ϩάॲཧػߏ
PublicSubnet PrivateSubnet S3 Bucket (Lot) S3 Bucket (Binary)
Web Web Worker Worker mockૢ࡞JobΛ ൃߦ ઃఆϑΝΠϧΛ Ξοϓϩʔυ mockαʔόʔʹ ૢ࡞ࢦࣔ ઃఆϑΝΠϧ όΠφϦΛDL PrivateSubnet Mock Mock Mock Mock Mock Mock WebίϯιʔϧͰ ಈ࡞Λઃఆ mockΛૢ࡞ ϩάॲཧػߏ
PublicSubnet PrivateSubnet S3 Bucket (Lot) S3 Bucket (Binary)
Web Web Worker Worker mockૢ࡞JobΛ ൃߦ ઃఆϑΝΠϧΛ Ξοϓϩʔυ mockαʔόʔʹ ૢ࡞ࢦࣔ ઃఆϑΝΠϧ όΠφϦΛDL PrivateSubnet Mock Mock Mock Mock Mock Mock mockىಈ WebίϯιʔϧͰ ಈ࡞Λઃఆ mockΛૢ࡞ ϩάॲཧػߏ
PublicSubnet PrivateSubnet S3 Bucket (Lot) S3 Bucket (Binary)
Web Web Worker Worker mockૢ࡞JobΛ ൃߦ ઃఆϑΝΠϧΛ Ξοϓϩʔυ mockαʔόʔʹ ૢ࡞ࢦࣔ Քಇঢ়گɾϩάૹ৴ ઃఆϑΝΠϧ όΠφϦΛDL PrivateSubnet Mock Mock Mock Mock Mock Mock mockىಈ WebίϯιʔϧͰ ಈ࡞Λઃఆ mockΛૢ࡞ ϩάॲཧػߏ
ϩάॲཧػߏ PublicSubnet PrivateSubnet S3 Bucket (Lot) S3 Bucket
(Binary) Web Web Worker Worker ίϯιʔϧͰ mockΛૢ࡞ mockૢ࡞JobΛ ൃߦ ઃఆϑΝΠϧΛ Ξοϓϩʔυ mockαʔόʔʹ ૢ࡞ࢦࣔ Քಇঢ়گɾϩάૹ৴ ઃఆϑΝΠϧ όΠφϦΛDL PrivateSubnet Mock Mock Mock Mock Mock mockىಈ Mock Mock [ mock ] GoόΠφϦ͔Βཱͯͨ ԾσόΠεϓϩηε [ tower ] GoόΠφϦ͔Βཱͯͨ mockཧϓϩηε
ࠓ͓͍ͨ͜͠ͱ վΊͯʂ
PublicSubnet PrivateSubnet S3 Bucket (Lot) S3 Bucket (Binary)
Web Web Worker Worker mockૢ࡞JobΛ ൃߦ ઃఆϑΝΠϧΛ Ξοϓϩʔυ mockαʔόʔʹ ૢ࡞ࢦࣔ Քಇঢ়گɾϩάૹ৴ ઃఆϑΝΠϧ όΠφϦΛDL PrivateSubnet Mock Mock Mock Mock Mock Mock mockىಈ WebίϯιʔϧͰ ಈ࡞Λઃఆ mockΛૢ࡞ ϩάॲཧػߏ
͜ͷ͋ͨΓʹө͠ͳ͍ͱ͍͚ͳ͍
‣ ֤NPDLͷৄࡉͳϩάΛऔΓ͍ͨ ૹ৴σʔλૹ৴ઌϓϩτίϧFUD ϩάͷαΠζૹ৴σʔλαΠζʹΑͬͯେ͖͘มಈ w ,#ҎԼdे,# ‣ ֤NPDLͷঢ়ଶΛϦΞϧλΠϜʹߋ৽͍ͨ͠
3%4ͷߋ৽ ‣ ࠷େNPDLՔಇ࣮Ͱສ Քಇͷͱ͖͋Ε͍͖ͳΓສʹͳΔ͜ͱ͋Δ ‣ ՔಇʹΑͬͯඅ༻εέʔϧ͢ΔΑ͏ʹ͍ͨ͠ NPDLNPDLࣗମैྔ՝ۚ ཁ݅
͋ͳͨͳΒͲ͏͢Δʁ
ୈ̍ੈ
‣ NPDLαʔόʔʹԿΠϯετʔϧ͠ͳ͍ ࢹͱ͔ΞοϓάϨʔυͱ͔͕໘ ‣ ϩάॲཧػߏʹωοτϫʔΫଳҬΛۃྗׂ͔ͳ͍ ϝΠϯػೳͷٙࣅσʔλૹ৴ʹ͍͍ͨ ୈੈํ
͜͏ͳΓ·ͨ͠ S3 Bucket Lambda PrivateSubnet Worker Worker S3
Bucket ૹ৴ຖʹϩάΛ ॻ͖ग़͢ 1ຖʹશmockͷ ϩάΛूܭ S3ͷputͰ Lambda͕ൃՐ mockͷঢ়ଶΛ HTTPͰ͑Δ mockຖʹϩάΛ όϥͯ͠อଘ
‣ NPDLαʔόʔʹԿΠϯετʔϧ͠ͳ͍͍ͯ͘ ϩάॲཧػߏʹׂ͘ωοτϫʔΫଳҬ͕࠷ݶ ‣ ϩάͷୡʹͨΒ͕͔͔࣌ؒΔ
ϩάͷ༰͕ඞཁ࠷ݶ ҟৗܥ·Ͱߟ͑Δͱϩάͷूॲཧ͕ෳࡶʹʜ XPSLFSαʔόʔʹNPDLͷঢ়ଶΛ͑Δͱ͜Ζ͕ಉظతࣦഊ࣌ͷ࠶ૹॲཧͱ͔ʜ ͳΜ͔͔ͬ͜ѱ͍ʜ ݁Ռ
ୈ̎ੈ
‣ NPDLαʔόʔʹԿΠϯετʔϧ͠ͳ͍ ͬͺΓࢹͱ͔ΞοϓάϨʔυͱ͔͕໘ ‣ ϩάॲཧػߏʹωοτϫʔΫଳҬΛ͋Δఔׂ͜͏ Γͳ͔ͬͨΒ͓ۚͷྗʹཔͬͯੜ͖͍ͯ͜͏ ‣ ͬͺΓ%ZOBNP%#͔ͳ͊ʜ
ͰΩϟύγςΟͷཧ໘ͩͳ͊ʜ ୈ̎ੈํ
%ZOBNP%#0O%FNBOEരʂ
‣ ैདྷͷ%ZOBNP%#ͰɺΩϟύγςΟϢχοτ ಡΈॻ͖ੑೳ Λ ͋Β͔͡Ίઃఆ͓ͯ͘͠ඞཁ͕͋ͬͨ 8$6 8SJUF$BQBDJUZ6OJU
3$6 3FBE$BQBDJUZ6OJU ‣ ΩϟύγςΟϢχοτͷΦʔτεέʔϦϯάઃఆͰ͖͕ͨɺ ͙͢ʹεέʔϧ͢ΔΘ͚Ͱͳ͍ ‣ 0O%FNBOEϞʔυͰɺͬͨΩϟύγςΟϢχοτʹରͯ͠ ैྔ՝ۚͯ͘͠ΕΔʂ ͋Β͔͡ΊΩϟύγςΟϢχοτΛઃఆ͓ͯ͘͠ඞཁ͕ͳ͍ʂ %ZOBNP%#0O%FNBOEരʂ
͜͏ͳΓ·ͨ͠ DynamoDB (On-Demand) Lambda SNS SQS ֤mock͕ DynamoDBʹϩάΛ
ॻ͖ࠐΉ PrivateSubnet Worker Worker DynamoDB Streamsʹ ΑͬͯLambdaΛൃՐ ඇಉظʹσʔλΛ ߋ৽Ͱ͖ΔΑ͏ʹ
‣ NPDLαʔόʔʹԿΠϯετʔϧ͠ͳ͍͍ͯ͘ ϩάͷୡ͕΄΅ϦΞϧλΠϜ ৄࡉϩά͕ݟΕΔ ϩάॲཧػߏ͕ൺֱత؆୯
‣ ϩάॲཧػߏʹׂ͘ωοτϫʔΫଳҬ͕େ͖͘ͳͬͨʜ ‣ %ZOBNP%#0O%FNBOEΰϦΰϦ͏ͱߴ͍ʜ ݁Ռ
ୈ̏ੈ
‣ NPDLαʔόʔʹԿΠϯετʔϧ͠ͳ͍ ͬͺΓࢹͱ͔ΞοϓάϨʔυͱ͔͕໘ ‣ ϩάॲཧػߏʹωοτϫʔΫଳҬΛ͋Δఔׂ͜͏ Γͳ͔ͬͨΒ͓ۚͷྗʹཔͬͯੜ͖͍ͯ͜͏ ‣ %ZOBNP%#0O%FNBOE٫͠Α͏
͓ۚʹݶք͕͋ΔΑͶ ୈ̏ੈํ
‣ ΩϟύγςΟ͕ৗʹେ͖͘มಈ͢Δ߹༗ޮ ‣ NPDLNPDLͰมಈ͢Δ͕ɺ֤NPDL͕ॻ͖ࠐΉྔҰఆ ؤுΕ1SPWJTJPOFE͕͑ΔͷͰʁ ΰϦΰϦ%ZOBNP%#0O%FNBOE ͣͬ͠ͱҰఆͰ͍ଓ͚ͨΒʜ
0O%FNBOE 1SPWJTJPOFE ར༻͍ͯ͠ΔΩϟύγςΟͷഒΛ ϓϩϏδϣϯ͍ͯ͠Δঢ়ଶ ʹ
‣ ىಈ࣌ʹඞཁͳΩϟύγςΟΛ༧ଌͰ͖Ε࣮ݱ͢Δ ૹ৴σʔλαΠζʹΑͬͯϩάͷαΠζ͕େ͖͘มಈ ૹ৴σʔλαΠζΛ༧ଌ͢Δͷࠔ w ૹ৴σʔλͷ෦͚ͩผͷػߏΛͬͯอଘ͢ΕΑ͍ͷͰʁ ‣ ΩϟύγςΟ૿͢ํʹճ੍ݶ͕ແ͍͚ͲɺݮΒ͢ํʹ
ճ੍ݶ͕͋Δ NPDLͷՔಇ୯Ґ͝ͱʹΩϟύγςΟΛࢉग़ͯ͠Ճ DSPOͰ࣌ؒຖʹՔಇ୯ҐͷΩϟύγςΟͷ߹ܭΛग़ͯ͠ద༻ %ZOBNP%#0O%FNBOE͔Βͷ٫
‣ ىಈ࣌ʹඞཁͳΩϟύγςΟΛ༧ଌͰ͖Ε࣮ݱ͢Δ ૹ৴σʔλαΠζʹΑͬͯϩάͷαΠζ͕େ͖͘มಈ ૹ৴σʔλαΠζΛ༧ଌ͢Δͷࠔ w ૹ৴σʔλͷ෦͚ͩผͷػߏΛͬͯอଘ͢ΕΑ͍ͷͰʁ ‣ ΩϟύγςΟ૿͢ํʹճ੍ݶ͕ແ͍͚ͲɺݮΒ͢ํʹ
ճ੍ݶ͕͋Δ NPDLͷՔಇ୯Ґ͝ͱʹΩϟύγςΟΛࢉग़ͯ͠Ճ DSPOͰ࣌ؒຖʹՔಇ୯ҐͷΩϟύγςΟͷ߹ܭΛग़ͯ͠ద༻ %ZOBNP%#0O%FNBOE͔Βͷ٫
‣ ෳͷαʔόʔ͔ΒϚϯτͰ͖Δڞ༗ετϨʔδ ωοτϫʔΫϑΝΠϧγεςϜͱͯ͠Ϛϯτ ‣ ༰ྔ͕ࣗಈͰεέʔϧ͢Δ ‣ εϧʔϓοτ੍͕ޚՄೳ όʔετεϧʔϓοτϑΝΠϧγεςϜͷαΠζʹ߹Θͤͯεέʔϧ
ϓϩϏδϣϯυεϧʔϓοτεϧʔϓοτΛઃఆ ‣ ෳͷ";͔ΒΞΫηεՄೳ "NB[PO&MBTUJD'JMF4ZTUFN &'4
͜͏ͳΓ·ͨ͠ DynamoDB (Provisioned) Lambda SNS SQS DynamoDBʹεςʔλεߋ৽༻ͷϩά EFSʹશͳϩάΛॻ͖ࠐΉ
PrivateSubnet Worker Worker DynamoDB Streamsʹ ΑͬͯLambdaΛൃՐ EFS ΩϟύγςΟ mockىಈ࣌ʹௐ PublicSubnet Web Web ඇಉظʹσʔλΛ ߋ৽Ͱ͖ΔΑ͏ʹ
‣ NPDLαʔόʔʹԿΠϯετʔϧ͠ͳ͍͍ͯ͘ ϩάͷୡ͕΄΅ϦΞϧλΠϜ ৄࡉϩά͕ݟΕΔ ϩάॲཧػߏ͕ൺֱత؆୯
%ZOBNP%#ͷඅ༻͕࠷దԽ͞Εͨ ‣ ϩάॲཧػߏʹׂ͘ωοτϫʔΫଳҬ͕ͬͱେ͖͘ͳͬͨʜ Ұఆ࣌ؒܦաޙʹ&'4͔ΒσʔλΛআ͢Δͷ͕खؒ ‣ &'4*0Λ૿ͦ͏ͱ͢ΔͱͦΕͳΓʹඅ༻͕ʜ ݁Ռ
ୈ̐ੈ ͜Ε͔Β
‣ NPDLαʔόʔʹԿ͔ΛΠϯετʔϧ͢ΔͷΛڐ༰͠Α͏ શମతʹ͜ͳΕ͖ͯͨͷͰɺࠓͳΒ͍͚Δؾ͕͢Δ ‣ ࠓͦ͜,JOFTJTͱ͖߹͓͏ γϟʔυͷѻ͍͕େมͳͷͰࠓ·Ͱආ͚͖ͯͨ ‣ ૣ͘&'4͔Β٫͍ͨ͠ؾ࣋ͪ
ωοτϫʔΫଳҬͷϘτϧωοΫʹͳΓ͕ͪ ͓ۚͰղܾͰ͖Δ͚Ͳ͓ۚେࣄ ϩάͷͨΊʹNPDL͔ΒϲॴʹσʔλΛૹ͍ͬͯΔͷΠϠͩ ୈ̐ੈํ
‣ ,JOFTJT%BUB4USFBNTʹσʔλΛ͛ࠐΉϥΠϒϥϦ ‣ ͋ΔఔσʔλΛ·ͱΊͯૹͬͯ͘ΕΔ γϟʔυ͋ͨΓͷॻ͖ࠐΈ੍ݶΛΫϦΞ͘͢͠ͳΔ w .#ඵ w ϨίʔυඵίϨ
ωοτϫʔΫଳҬతʹ͞͠Ί -BNCEB࣮ߦճతʹ͞͠Ί ‣ ૹ৴͕ඇಉظʹͳΔ ‣ qVFOUEͱΈ߹Θͤͯ͏ͱΓ͍͢ BXTqVFOUQMVHJOLJOFTJT "NB[PO,JOFTJT1SPEVDFS-JCSBSZ ,1-
‣ ͦͷ໊ͷ௨ΓϩάΛཧͯ͘͠ΕΔͭ $MPVE8BUDI-PHT*OTJHIUTͰϩάσʔλΛੳ͢Δ͜ͱՄೳ อଘظؒઃఆͰ͖Δʂ ‣ Ұճݕ౼͚ͯͨ͠Ͳ੍ݶ༰Λצҧ͍͍ͯͯ͠Ϙπʹʜʂ ‣ ϩάೖසͷ੍ݶ؇͕Ͳ͜·Ͱ͍͚Δ͔ʜɻ
σϑΥϧτͰ݅ඵͷτϥϯβΫγϣϯ BQOPSUIFBTU "NB[PO$MPVE8BUDI-PHT
͜͏ͳΔ༧ఆ Lambda SNS SQS KPLͰσʔλΛ ·ͱΊͯૹ৴ PrivateSubnet Worker
Worker PublicSubnet Web Web Kinesis Data Streams CloudWatch Logs
‣ ϩάͷୡ͕΄΅ϦΞϧλΠϜ ৄࡉϩά͕ݟΕΔ ϩάॲཧػߏ͕ൺֱత؆୯ %ZOBNP%#Λ͏ඞཁ͕ͳ͘ͳͬͨ
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ΛҰॹʹ ։ൃͯ͘͠ΕΔؒΛืूதʂ ͝ڵຯ͋Δํໟར·Ͱʂ Go Ruby AWS IoT ͬͱ͏·͘ΕΔʂ ͓͠Ζͦ͏ʂ in
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