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Backends For Frontends (AWS Dev Day)
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Yosuke Furukawa
PRO
November 02, 2018
Programming
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15k
Backends For Frontends (AWS Dev Day)
AWS Dev Day で発表した Backends For Frontends の話です。
Yosuke Furukawa
PRO
November 02, 2018
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Transcript
BFF introduction 2018/11/2 @ AWS Dev Day
Twitter: @yosuke_furukawa Github: yosuke-furukawa
None
/PEFֶԂࡇ։࠵͠·͢ʂʂʂ
!*5Ͱ#''ͷهࣄΛॻ͖·ͨ͠ʂʂʂʂ
BFFͱ
Backends For Frontends
Backends For Frontends #SPXTFS #'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF • ϑϩϯτΤϯυͷͨΊͷόοΫΤϯυαʔό
Backends For Frontends #SPXTFS #'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF ϑϩϯτΤϯυͱόοΫΤϯυʹ͚Δɺ ϚΠΫϩαʔϏεΛҙࣝ͢Δ
• ϑϩϯτΤϯυͷͨΊͷόοΫΤϯυαʔό
Backends For Frontends • Sam Newman ΞʔΩςΫνϟύλʔϯΛఏএ
Backends For Frontends • ֤छΫϥΠΞϯτ͝ͱʹઐ༻ͷΞμϓλʔΛ ༻ҙ͢Δ
BFF͕Δ͜ͱ͍͔ͭ͘հ
BFF use-cases (1) • API Aggregation #'' 6TFS .JDSP4FSWJDF "SUJDMF
.JDSP4FSWJDF $PNNFOU .JDSP4FSWJDF 3FRVFTUUPCMPH QBHF 3FRVFTUUPTPNFЖ4FSWJDFT DPODVSSFOUMZ $PODBU&WFSZ+40/ 3FTQPOTF
• Session Management BFF use-cases (2) #'' 3FRVFTUXJUI TFTTJPOJE (FU5PLFOGSPN
4FTTJPO 4FTTJPO4UPSF JE VTFSOBNF UPLFO 0UIFS"1* 3FRVFTUXJUIUPLFO
• (Server Side) Rendering BFF use-cases (3) #'' 1BHF3FRVFTU $PNQPOFOUT
5FNQMBUFT 'FUDI%BUB "1* 3FOEFS)5.-
• File Upload BFF use-cases (4) #'' 'JMF$IVOLFE 6QMPBE "1*
4UPSF'JMF 'JMF4UPSBHF 4 (FU'JMF1BUI "1*3FRVFTUXJUI 'JMF1BUI
• WebSocket/LongPolling/SSE BFF use-cases (5) #'' 8FC4PDLFU "1* 4VC4DSJCF .FTTBHF2VFVF
1VCMJTI
BFF CaseStudy: Twitter
BFF CaseStudy: Twitter
Mobile Twitter Stack #SPXTFS #'' /PEFKT &YQSFTT3FBDU .JDSP4FSWJDF 4DBMB .JDSP4FSWJDF
4DBMB .JDSP4FSWJDF 4DBMB
BFF CaseStudy: Twitter • ࠷ॳ Monolith • ్த͔ΒScalaԽͯ͠MicroServices • ࠷ۙMobileͷϑϩϯτ͚ͩ
BFF ʹ
BFF CaseStudy: Netflix
http://techblog.netflix.com/2012/07/embracing-differences-inside-netflix.html
Many Devices : Many APIs
Many Devices : Many APIs
BFF CaseStudy: Netflix • ଟछଟ༷ͳσόΠεʹରͯ͠ҰݸҰݸʹBFF ʢClient Adapter CodeʣΛஔ͘ • σόΠεؒͷҧ͍ΛBFFͰٵऩ͢Δ
• OSFA - One Size Fit All - ͳ REST API Λ࡞Β ͣʹ֤σόΠεຖʹ࠷దԽ͢Δͱ͍͏ߟ͑ํ
BFF CaseStudy: RecruitTech
Recruit Technologies • BFFΛNode.js (Express) Ͱߏங͍ͯ͠Δ • API Aggregation •
Server Side Rendering (React) • Session Management • File Upload • WebSocket
Recruit Technologies • Example: booking table
Recruit Technologies • Example: raico #SPXTFS #'' #BDLFOE"1* 4FTTJPO4UPSF 3FEJT
/'4 )5518FC4PDLFU 4FTTJPO .BOBHFNFOU 'JMF4UPSBHF 3&45"1* 4FSWFS4JEF 3FOEFSJOH
BFFಋೖ͢Δͱ͖ ಋೖ͠ͳ͍ͱ͖
BFFΛಋೖ͢Δ࣌ • ϑϩϯτΤϯυͱόοΫΤϯυͰ։ൃऀΛۀͤ͞Δ ͜ͱͰૄ݁߹ʹͯ͠ࠓޙͷΤϯϋϯεΛ্͍͛ͨ • ઌఔ͋͛ͨϢʔεέʔεͷΑ͏ͳॲཧ͕ඞཁʢྫɿ SEO ͷͨΊʹαʔόαΠυϨϯμϦϯά͕ඞཁɺϦΞϧλ ΠϜΞϓϦͳͷͰWebSocket͕ඞཁ etcʣ
• ϨΨγʔͳγεςϜ͕طʹଘࡏ͓ͯ͠ΓɺͦΕΛ্ʹ ͔Ϳͤͯஈ֊తʹϦΞʔΩςΫτ͍ͨ͠
ٯʹBFFΛಋೖ͠ͳ͍࣌ • ϑϩϯτͱόοΫ྆ํΛ։ൃͰ͖Δਓ͕ଟ͍ʢϑϧ ελοΫΤϯδχΞ͕ଟ͍ʣ • ϞϊϦγοΫʹαʔϏε։ൃ্ͨ͠ͰϚʔέοτΠ ϯΛΊ͍ͨ • ্ड़ͨ͠Ϣʔεέʔε͕ٻΊΒΕΔ͜ͱ͕গͳ͍ (ྫɿSEOཁΒͳ͍ɺϦΞϧλΠϜͳॲཧ͕ͳ͍
etc)
BFFΞϯνύλʔϯ
None
༁όοΫΤϯυͱϑϩϯτΤϯυΛ͚Δࣄͦͷ ͷ͕Ξϯνύλʔϯ
BFFΛ2࣮ؒફͯ͠ ࣮ࡍʹؕͬͨ ΞϯνύλʔϯΛհ
BFF ϑϩϯτΤϯυͱόο ΫΤϯυͷՍ͚ڮͰ͋Γɺ ৫ͷ߹
BFFΞϯνύλʔϯ ͦͷ1 εύʔείϛϡχέʔγϣϯ
BFFΞʔΩςΫνϟಉ͕࢜ ૄʹͳΔ͕ɺ ίϛϡχέʔγϣϯ·Ͱૄ(sparse) ʹͳͬͯ͠·͏έʔε
None
ྫ1: ςʔϒϧؙݟ͑ API JE OBNF BHF
#'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF \ pSTU@OBNFGPP MBTU@OBNFCBS SPMFIPHF
SPMFGVHB ^
#'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF \ pSTU@OBNFGPP MBTU@OBNFCBS SPMFIPHF
SPMFGVHB ^ %#ͷεΩʔϚ͕ಁ͚ͯݟ͑Δʂʂʂʂ
SELECTจ͕ಁ͚ͯݟ͑Δɻ ୯७ͳέʔεͳΒͦΕͰྑ͍͕ɺ snake => camelͷมJOIN͠ ͨεΩʔϚ͕ͦͷ··ݟ͑ͯΔͷ NGɻɻɻ
ྫ2: N+1 Query API
#'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF (&5VTFST RGPP JEͷϦετ͚ͩฦΔ \ JE<
> ^
#'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF JE͔ΒৄࡉΛऔΔʢ˞/ ճ"1*Λ࣮ߦ͍ͯ͠Δɻʣ (&5VTFST (&5VTFST (&5VTFST (&5VTFST
(&5VTFST
#'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF JET< > /ճΫΤϦʔ͛ͯΔɻɻɻɻ
VTFS\ JE OBNFCBS ^ VTFS\ JE OBNFCBS ^ VTFS\ JE OBNFCBS ^ VTFS\ JE OBNFCBS ^ VTFS\ JE OBNFCBS ^ VTFS\ JE OBNFGPP ^
ϚΠΫϩαʔϏε͔ͩΒͱ͍ͬͯ APIΛ؆ૉʹ͍͍ͯ͠༁͡Όͳ͍ɻ ݁Ռ:1ϖʔδදࣔ͢Δͷʹ3secͱ ͔͔͔Δ
શ෦ίϛϡχέʔγϣϯΛͪΌ Μͱऔͬͯͳ͍͔Βى͖Δ • όοΫΤϯυBFF͔ͩΒͱݴͬͯϏδωεϩ δοΫαʔόαΠυʹ͋ΔͷΛΕͳ͍Ͱཉ͠ ͍ʢαϘΒͳ͍Ͱ͘Εʣ • ϑϩϯτΤϯυͲ͏͍͏API͕΄͍͠ͷ͔ͪΌ ΜͱόοΫΤϯυʹཁٻ͢ΔΑ͏ʹͯ͠ཉ͍͠ ʢΩϟϝϧ͕ཉ͍͠ͱ͔͜͜arrayͰ΄͍͠ͱ͔
ͪ͜ΒଆͰͪΌΜͱݴ͏͖ʣ
શ෦ίϛϡχέʔγϣϯΛͪΌ Μͱऔͬͯͳ͍͔Βى͖Δ • όοΫΤϯυBFF͔ͩΒͱݴͬͯϏδωεϩ δοΫαʔόαΠυʹ͋ΔͷΛΕͳ͍Ͱ ཉ͍͠ • ϑϩϯτΤϯυͲ͏͍͏API͕΄͍͠ͷ͔ ͪΌΜͱόοΫΤϯυʹཁٻ͢ΔΑ͏ʹͯ͠ ཉ͍͠
ΞʔΩςΫνϟૄͰؔରͰ͋Γɺ ίϛϡχέʔγϣϯີͰͳ͚ΕͳΒͳ͍
ΒͲ͏ͯ͠Δ͔
ΒͲ͏ͯ͠Δ͔
ϑϩϯτΤϯυͱόοΫΤϯ υͷର͢ΔͨΊͷϞοΫαʔ όΛ࡞ΓɺೝࣝᴥᴪΛੜ ·ͳ͍Α͏ʹ͍ͯ͘͠ɻ
None
ϑϩϯτΤϯυͱόοΫΤϯ υͷର͢ΔͨΊͷϞοΫαʔ όΛ࡞ΓɺೝࣝᴥᴪΛੜ ·ͳ͍Α͏ʹ͍ͯ͘͠ɻ
DEMO
͞Βʹ࠷ۙͰ Mock Λॻ͍ ͨΒ Swagger Λੜ͢Δࣄ ͰAPI docsࣗಈੜ͢Δ ΈΛ։ൃத
None
DEMO
BFFΞϯνύλʔϯ ͦͷ2 ΠϯϑϥϨεϙϯγϏϦςΟ
BFFϑϩϯτΤϯυͷͨΊͷαʔ όͳͷʹɺΠϯϑϥɾӡ༻όοΫ Τϯυʹԡ͚ͯ͠͠·͏έʔε
Πϯϑϥɾӡ༻ #SPXTFS #'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF ͦͦ͜ͷαʔό୭͕ ݟΔͷʁϑϩϯτʁόοΫ Τϯυʁ
Πϯϑϥɾӡ༻ #SPXTFS #'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF ৽͍͠ͷΛ࡞Δͷʹӡ༻ όοΫΤϯυͤʁ
A. શһ
Πϯϑϥɾӡ༻ • ӡ༻ͳΜͯͲ͔͚͕ͬͪͩ͢ΔΑ͏ͳΜ͡Όͳ ͍ • ϑϩϯτ։ൃ͢ΔͳΒαʔϏεͷোʹහײ ʹͳΔ͖ͩ͠ɺམͪͨΓͨ͠ΒݟΕΔΑ͏ʹͳ Δ͖ • όοΫΤϯυϑϩϯτͷίʔυ͕Θ͔Βͳ͍͔
Βͱݴͬͯܟԕͪ͠Ό͍͚ͳ͍
Πϯϑϥɾӡ༻ • ӡ༻ͳΜͯͲ͔͚͕ͬͪͩ͢ΔΑ͏ͳΜ͡Όͳ ͍ • ϑϩϯτ։ൃ͢ΔͳΒαʔϏεͷোʹහײ ʹͳΔ͖ͩ͠ɺམͪͨΓͨ͠ΒݟΕΔΑ͏ʹͳ Δ͖ • όοΫΤϯυϑϩϯτͷίʔυ͕Θ͔Βͳ͍͔
Βͱݴͬͯܟԕͪ͠Ό͍͚ͳ͍ ϑϩϯτΤϯυͱόοΫΤϯυʹ͚͔ͨΒͱݴͬͯαʔ ϏεҰͭɻαʔϏεͷ࣭Λ্͛Δͷશһٿ
BFFΞϯνύλʔϯ ͦͷ3 ϏοάόϯδϣΠϯτ
࠷ޙͷ࠷ޙʹͳ͔ͬͯΒόοΫΤϯ υͱϑϩϯτΤϯυΛ݁߹͢Δͱ େମࢮ͵
Πϯϑϥɾӡ༻ #SPXTFS #'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF ϑϩϯτΤϯυNPDL"1* Ͱಈ͍ͯΔΑ͏ʹͳ͖ͬͯ ͨɻ
Πϯϑϥɾӡ༻ #SPXTFS #'' .JDSP4FSWJDF .JDSP4FSWJDF .JDSP4FSWJDF όοΫΤϯυఆ͍ͯ͠ ΔϦΫΤετύε͢ΔΑ ͏ʹͳͬͨɻ
ظؒ͋ͱͪΐͬͱɺ࠷ޙͷ࠷ޙʹ ݁߹ͩʂʂʂʂ
ʊਓਓਓਓਓਓʊ ʼɹવͷࢮɹʻ ʉ^Y^Y^Y^Y^ʉ
ϏοάόϯδϣΠϯτ • ઈରʹAPIͷϦΫΤετɾϨεϙϯεఆ௨ Γ͡Όͳ͍ɻ • ࣮֬ʹఆ֎ͷى͖Δɻ • ϦΫΤετͷܕ͕string, integer, Ϩεϙϯεͷ
status code͕ҧ͏ etc
ΒͲ͏ͯ͠Δ͔
+ Proxy
ग़དྷ͍ͯΔͱ͜Ζ͔Βঃʑʹ ຊʹ͍ͯ͘͠ #SPXTFS #'' 3FBM.JDSP4FSWJDF .PDL 'BLF .PDL 'BLF
ग़དྷ͍ͯΔͱ͜Ζ͔Βঃʑʹ ຊʹ͍ͯ͘͠ #SPXTFS #'' 3FBM.JDSP4FSWJDF .PDL 'BLF .PDL 'BLF ͋Δఔϑϩϯτઌߦͯ͠ɺը໘Λঃʑʹຊʹ͍ͯ͠
͘ελΠϧɻͦ͏͢Δͱاըʹಈ͖Λ͍͑͢
·ͱΊ
·ͱΊ • BFFͱ • Backends For Frontends • ϑϩϯτΤϯυͷͨΊͷαʔό •
ར༻ྫ: API ू, Server Side Rendering, WebSocket, File Upload, Session Management
·ͱΊ • BFF ʹΞϯνύλʔϯ͋Δ • εύʔείϛϡχέʔγϣϯʢίϛϡχέʔγϣϯ͕ૄ͔ʹͳΔέʔεʣ • ΞʔΩςΫνϟૄʹͯ͠Α͍͕ɺίϛϡχέʔγϣϯૄʹͯ͠ ͍͚ͳ͍ •
ΠϯϑϥϨεϙϯγϏϦςΟʢΠϯϑϥͷΛ࣋ͭʣ • ΠϯϑϥΛݟΔͷόοΫΤϯυ͚ͩʹ͋ΒͣɺશһͰݟΔඞཁ͕͋Δ • ϏοάόϯδϣΠϯτʢ࠷ޙͷ࠷ޙʹͳ͔ͬͯΒ݁߹ςετʣ • ࠷ޙͷ࠷ޙʹ݁߹ɻͰͳ͘ग़དྷ্͕Γ࣍ୈɺঃʑʹ݁߹͍ͯ͘͠
·ͱΊ • DevOps͕Dev/Ops͡Όͳͯ͘DevὑOpsͷΑ ͏ʹ • ϑϩϯτΤϯυ/όοΫΤϯυͰͳ͘ɺ • ϑϩϯτΤϯυὑόοΫΤϯυ • BFF
 Backend For Frontend Ͱͳ͘ɺ
·ͱΊ • DevOps͕Dev/Ops͡Όͳͯ͘DevὑOpsͷΑ ͏ʹ • ϑϩϯτΤϯυ/όοΫΤϯυͰͳ͘ɺ • ϑϩϯτΤϯυὑόοΫΤϯυ • BFF
 Backend For Frontend Ͱͳ͘ɺ #FTU'SJFOE'PSFWFSͰ͋Γ·͢Α͏ʹɻ