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デブサミを支える技術 - Nuxt.jsとFastAPIでデモを作った/Road to Dev...
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Shinichi Nakagawa
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January 17, 2020
Programming
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5.6k
デブサミを支える技術 - Nuxt.jsとFastAPIでデモを作った/Road to Developers Summit 2020
JX通信社月次勉強会(2020/1/17)登壇資料
#Nuxtjs #Vuejs #FastAPI #Python #Baseball #SABRmetrics
Shinichi Nakagawa
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January 17, 2020
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Transcript
#devsumi 2020ొஃʢ༧ʣΛࢧ͑Δٕज़ ແବʹؤுͬͯNuxt.js + FastAPIͰσϞ࡞ͬͨ Shinichi Nakagawa a.k.a. @shinyorke
TL;DR • ʮΞΠπͱࣅ͍ͯΔٿબखʢଧऀʹݶ ΔʣʯΛβΫοͱݟͤΔΞϓϦΛ࡞ͬͨ • Nuxt.js + FastAPIͰ͍͍ײ͡ʹ࡞ • ྨࣅੑείΞܭࢉPandas.
ԋࢉGCPʹؙ͛
Who am I?ʢ͓લ୭Αʣ • Shinichi Nakagawa(@shinyorke) • JX௨৴ࣾSenior Engineer •
Python/Data Science/SABRmetrics ⚾ • ͔ͭͯٿΛࣄʹͯͨ͠ਓ
ຊͷ͓. σϒαϛͷൃදͰࣗͷΩϟϦΞͱٿσʔλΛֻ͚ͯ ͳΜͱͳ͘େتར෩ʹ͢ҝʹσϞΛ࡞Γ·ͨ͠
શମ૾ͪ͜Β جຊతʹDocker্Ͱಈ͔ͯ͠·͢. ͳ͓, ʮVottoʯʮϘοτʯʮϘτʔʯͱಡΜͰ͍ͩ͘͞
ૣσϞΓ·͢.
ͩ͜Θͬͨ͜ͱ • Nuxt.jsʢϑϩϯτΤϯυʣ • FastAPIʢόοΫΤϯυʣ • ࣅ͍ͯΔٿબखͷࢉग़ΞϧΰϦζϜͱ࣮
Nuxt Core UI - ཧը໘ • BootstrapϕʔεͷAdminʢཧʣը໘ͷ༗໊ͳ ύοέʔδͱͯ͠ʮCore UIʯ͍ͬͯ͏ͷ͕͋Δ •
Core UIࣗମ৭ΜͳFWʢAnguler,VueͳͲʣʹ ରԠ͍ͯ͠Δ,ͦͷதʹNuxt.js൛͕͋Δ. • ࠓճNuxt Core UIΛfork֦ͯ͠ு࣮ͨ͠. https://github.com/muhibbudins/nuxt-coreui • ͪͳΈʹݩωλPyCon JP 2018ͷࣗͷൃදͰ͢ʢখʣ
FastAPI - όοΫΤϯυ • ࠷ॳResponderͰ࡞ΔػӡͰ͕ͨ͠ʂʁ ࣾͰFastAPI͕ΘΕ͍ͯΔͱͬͯ ํΛม͑ͨʢ͍͔ͨͬͨʣ • Λฉ͍ͯ࡞Γ࢝Ίͨͷ͕12/30ͷ18:00͝Ζ ͦͷͷνʹ80%΄Ͳ
• αΫαΫಈ͘͠ΤΤΜ͜Εʢ͜ͳΈʣ
ৄ͍͠…ϒϩάͰͲ͏ͧ. ʹϒϩάԽ͠·ͨ͠, ͩ͜ΘΓϙΠϯτͦͪΒͰ. https://shinyorke.hatenablog.com/entry/fastapi
ͩ͜ΘΓϙΠϯτʢཁʣ • খ͍͞ΞϓϦέʔγϣϯ͚ͩͲ࠷ॳ͔Β ΫϦʔϯΞʔΩςΫνϟΛࢦׂͨ͠͠ • ϏδωεϩδοΫܥSchemaʹू. DAOͬΆ͍τίSQLͷΈʹूத • ͋ͱͰೝূͱ͔ೖΕΒΕΔΑ͏ʹ༨നͨ͠
ࣅ͍ͯΔٿબखͷࢉग़Ϟσϧ • ʮྨࣅੑείΞʯͱ͍͏ϞσϧΛͬͨ • ଧܸͱकඋϙδγϣϯͰॏΈΛ͚ͭͯ ฒͯධՁ • ࣮ͦͷͷPandas • ϝδϟʔϦʔΨʔ19,000ਓΛܭࢉ͢Δͷʹ
GoogleͷྗΛआΓ·ͬͨ͘
ࢉग़ΞϧΰϦζϜͷৄࡉ ࣮ͦͬͱΞυϕϯτΧϨϯμʔʹॻ͖·ͨ͠. https://shinyorke.hatenablog.com/entry/similarity-score-python
࠷ޙʹ • ࢝ٳΈ + ि + ࣄऴΘͬͨ͋ͱฏ Ͱ͍͍ײ͡ʹ্͛·ָ͕͔ͨͬͨ͠͠ • ྨࣅੑείΞͱࣗͷΩϟϦΞ͕Ͳ͏ؔ͢
Δ͔͜Ε͔Βॻ͖·͢ʢߏ͋Δʣ • APIGolangͰॻ͖͍ͨ͠ :okimochi:
ଓ͖2/14ͷ #devsumi 2020Ͱʂ :done: ੜ֔ΠνɾΤϯδχΞͱ͖ͯ͠ͳٕज़ͰδϟϯϓΞοϓ͠ଓ͚Α͏ https://event.shoeisha.jp/devsumi/20200213/session/2420/