An use case and development tips of cloud functions at Ginco inc

by Soichi Sumi

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(JODPʹ͓͚Δ$MPVE'VODUJPOTͷ ར༻ࣄྫͱ։ൃUJQTͷ঺հ Soichi Sumi / @soichisumi 2019 / 01 / 17 / THU Firebase Meetup #9

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A B O U T M Y S E L F ࣗݾ঺հ Soichi Sumi @soichisumi ɾ#BDLFOE&OHJOFFS!(JODP ɾ࢓ࣄ಺༰ ɹɾόοΫΤϯυͷ։ൃ 'JSFCBTF(P(,& ɹɾϒϩοΫνΣʔϯΠϯϑϥͷӡ༻ ɹɾࣾ಺'JSFCBTF͓͡͞Μ

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(JODPͱ͸

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(JODPͷઆ໌͸Ҏ্

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ࠓ೔࿩͢͜ͱ (JODPʹ͓͚Δ$MPVE'VODUJPOTͷར༻ࣄྫ • ։ൃνʔϜ • $MPVE'VODUJPOTͷ༻్ • ύϑΥʔϚϯεͱίετ ։ൃUJQT

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(JODPʹ͓͚Δ $MPVE'VODUJPOTͷར༻ࣄྫ P A R T 1

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঺հ͢Δ಺༰ • ։ൃνʔϜ • $MPVE'VODUJPOTͷ༻్ • ύϑΥʔϚϯεͱίετ

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։ൃνʔϜ

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։ൃνʔϜ • ΫϥΠΞϯτ • ୲౰ΞϓϦɺ$MPVE'VODUJPOT • J04ਓۀ຿ҕୗਓ • "OESPJEਓۀ຿ҕୗਓ • 8FCਓ • όοΫΤϯυ • ୲౰औҾཤྺγεςϜɺ΢ΥϨοτϥΠϒϥϦɺ ϒϩοΫνΣʔϯϊʔυӡ༻ɺ$MPVE'VODUJPOT • $50ਓ

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$MPVE'VODUJPOTͷ༻్

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$MPVE'VODUJPOTͱ͸ • ϑϧϚωʔδυͳؔ਺ͷ࣮ߦ؀ڥ • ؔ਺ͱɺτϦΨʔͱͳΔΠϕϯτΛࢦఆͯ͠"1*Λ࣮૷ ར఺ • τϦΨʔʹର͢ΔॲཧΛॻ͚ͩ͘ɻ؆୯ • ݸʑͷؔ਺͸׬શʹҟͳΔ؀ڥͰ࣮ߦ͞ΕΔ • ͋Δؔ਺΁ͷมߋ͕ଞͷؔ਺΁ӨڹΛ༩͑ͳ͍ • ؔ਺ͷ਺͕૿͑ͯ΋ػೳ௥Ճɾमਖ਼͕༰қ • ϦΫΤετʹԠͯ͡Φʔτεέʔϧ • τϦΨʔͷछྨ͕๛෋

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࣮૷ྫ0O3FRVFTUτϦΨʔ JOEFYKT const functions = require(‘firebase-functions'); exports.httpFunc = functions.https.onRequest((req, res) => { return res.status(200).json({ result: “result” }); });

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(JODPͷػೳ • ૹडۚ • ྆ସ ւ֎ͷΈ • औҾཤྺ • ϙʔτϑΥϦΦ • ௨஌

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Functions Cloud ΞʔΩςΫνϟ Messaging Cloud Firestore Cloud Storage Cloud BigQuery Engine Kubernetes ֎෦ API Node Blockchain Node Blockchain Blockchain Nodes …

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$MPVE'VODUJPOTͷ τϦΨʔͷछྨ

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τϦΨʔͷछྨ • )551ؔ਺ • 0O3FRVFTU • 0O$BMM • όοΫάϥ΢ϯυؔ਺ • 'JSFTUPSF • "OBMZUJDT • 1VC4VC • 4UPSBHF • $SBTIMZUJDT • 3FNPUF$POpH • "VUIFOUJDBUJPO

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)551ؔ਺

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0O$BMMτϦΨʔ • ΫϥΠΞϯτ͔Βؔ਺Λ௚઀ݺͼग़ͤΔ • ݺͼग़࣌͠ʹϢʔβͷೝূ৘ใΛ4%,͕ݕূͯ͘͠ΕΔ • Լه༻్Ͱར༻ • ૹۚ YϒϩοΫνΣʔϯ • ྆ସ • औҾཤྺͷμ΢ϯϩʔυ • ΄ͱΜͲͷ)551ؔ਺Λ0O$BMMτϦΨʔͰ࣮૷

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࣮૷ྫ0O$BMMτϦΨʔ JOEFYKT ؔ਺Λݺͼग़͢ TXJGU τϦΨʔΛPO$BMMʹࢦఆ let functions = Functions.functions() functions.httpsCallable(“Func1”).call([“data": “hoge”]) {(result, error) in } ؔ਺໊ͱύϥϝʔλΛࢦఆ const functions = require('firebase-functions') exports.Func1 = functions.https.onCall((data, ctx) => { // ...... })

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Ծ૝௨՟ͷૹۚ • ࢿ࢈͸ΞυϨεʹඥͮ͘ • ྫY'%&G###%D"BG"B⒎'" • ΞυϨεʹ͸ରԠ͢Δൿີ伴͕ଘࡏ͢Δ • ൿີ伴ʹΑΔॺ໊͕͋Ε͹ૹۚͰ͖Δ • ԼهखॱͰૹۚ • Ͳ͜΁͍͘ΒૹΔ͔Λࣔ͢τϥϯβΫγϣϯΛ࡞੒ • ൿີ伴Ͱॺ໊ • ॺ໊ࡁΈτϥϯβΫγϣϯΛωοτϫʔΫ΁ૹΔ

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ૹۚͷྲྀΕ 59ͷ࡞੒ɾॺ໊ TFOE5SBOTBDUJPO #SPBEDBTU Functions Cloud Node Blockchain

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Ծ૝௨՟ͷ྆ସ • Ծ૝௨՟ಉ࢜ͷ྆ସΛߦ͏αʔϏεΛར༻ • ྫDIBOHFMMZ LZCFSOFUXPSL • ࢦఆͷૹۚઌ΁௨՟ΛૹΔͱॴ๬ͷ௨՟ʹฦͬͯ͘Δ࢓૊Έ • ԼهखॱͰ྆ସ • ௨՟ϖΞͷϨʔτΛऔಘ ྫ#5$ˠ&5) &5)#5$ • ௨՟ϖΞͱฦۚઌΞυϨεΛૹΓɺૹۚઌΞυϨεΛൃߦ • ૹۚઌΞυϨε΁ૹۚ͢Δ • ฦۚઌΞυϨε΁ॴ๬ͷ௨՟͕ૹΒΕͯ͘Δ

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྆ସͷྲྀΕ QSFQBSF&YDIBOHF #SPBEDBTU TFOE5SBOTBDUJPO $BMM"1* Functions Cloud Exchange API Node Blockchain

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औҾཤྺͷΤΫεϙʔτ • ֬ఆਃࠂ༻ʹऔҾཤྺΛΤΫεϙʔτͰ͖Δ • ԼهखॱͰΤΫεϙʔτ • औҾཤྺΛऔಘ • ֬ఆਃࠂ༻ϑΥʔϚοτͷ$47ϑΝΠϧʹ੔ܗ • ($4΁อଘ • μ΢ϯϩʔυ63-Λฦ͢

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ཤྺΤΫεϙʔτͷྲྀΕ औҾཤྺͷऔಘ TBWF$47'JMF EPXOMPBE5Y)JTU Functions Cloud Firestore Cloud Storage Cloud

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0O3FRVFTUτϦΨʔ • )551ϦΫΤετͰؔ਺Λݺͼग़͢ • ϦΫΤετͷݕূΛࣗલͰ࣮૷͢Δඞཁ͕͋Δ • ະೝূϢʔβ΋࢖͏ؔ਺ͷ৔߹ʹར༻ • FYϢʔβ࡞੒ɺ*1νΣοΫ

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όοΫάϥ΢ϯυؔ਺

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όοΫάϥ΢ϯυؔ਺ͷτϦΨʔ • 'JSFTUPSF • 1VC4VC • 4UPSBHF • "OBMZUJDT • $SBTIMZUJDT • 3FNPUF$POpH • "VUIFOUJDBUJPO

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$MPVE'JSFTUPSFͱ͸ • εέʔϥϒϧͳ/P42-ܕσʔλϕʔε • εέʔϥϏϦςΟΛ֬อ͠ͳ͕Β΋ڧ੔߹ੑΛ࣋ͭ ར఺ • ΫϥΠΞϯτ͕4%,Λհͯ͠௚઀σʔλΛऔಘͰ͖Δ • σʔλͷΞΫηεݖ͸ηΩϡϦςΟϧʔϧͰίϯτϩʔϧ • ϦΞϧλΠϜʹσʔλϕʔεͷมߋΛऔಘͰ͖Δ • 38ͷΦϖϨʔγϣϯ՝ۚ ͍҆

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'JSFTUPSFτϦΨʔ • υΩϡϝϯτʹมߋ͕͋ͬͨࡍʹؔ਺͕ىಈ • σʔλΛมߋͨ͠ࡍͷॲཧͷڞ௨Խ΍ɺϢʔβݻ༗ͷ σʔλΛͭͷίϨΫγϣϯʹ·ͱΊΔॲཧͷڞ௨Խʹ ༗༻ • ϓογϡ௨஌ʹར༻͍ͯ͠Δ

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ϓογϡ௨஌ • ৽͍͠औҾ΍͓஌Β͕ͤ͋ͬͨࡍʹϓογϡ௨஌Λૹ ͍ͬͯΔ • ௨஌ͷ഑৴ʹ͸$MPVE.FTTBHJOHΛར༻

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ϓογϡ௨஌ͷ഑৴ • ௨஌Λ༗ޮԽͨ͠Ϣʔβͷ.FTTBHF5PLFOΛ'JSFTUPSF΁อଘ • ৽͍͠औҾ΍͓஌Β͕ͤ͋ͬͨࡍɺϢʔβ͕5PLFOΛอଘ͍ͯ͠Ε ͹௨஌ΛૹΔ ͓ ஌Βͤ औ Ҿ ཤ ྺ ௨஌σʔλ .TH5PLFO ௨஌ Firestore Cloud Functions Cloud Messaging Cloud

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1VC4VCτϦΨʔ • ࢦఆͨ͠τϐοΫͰϝοηʔδΛड͚औΔͱؔ਺͕ىಈ • Լه༻్ʹར༻͍ͯ͠Δ • ૹۚख਺ྉͷߋ৽ YϒϩοΫνΣʔϯ • 'JSFTUPSFͷఆظόοΫΞοϓ • શͯͷؔ਺ͷఆظ࣮ߦ

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ૹۚख਺ྉͷߋ৽ • ૹۚʹ͸ख਺ྉ͕ඞཁ • ૹۚ࣌ؒ͸ଞͷૹۚʹൺ΂ͯࣗ෼ͷૹۚख਺ྉ͕Կ൪໨ʹ ߴ͍͔Ͱܾ·Δ • ҆͘ɺૣ͘ૹۚ͢ΔͨΊʹඞཁͳख਺ྉΛఆظతʹ 'JSFTUPSFʹه࿥͍ͯ͠Δ "1*ྫIUUQTCJUDPJOGFFTDPBQJ

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ૹۚख਺ྉͷߋ৽ • $MPVE4DIFEVMFSͰఆظతʹϝοηʔδΛૹΔ • "1*ͳͲ͔Β࠷దͳૹۚख਺ྉΛऔಘ • 'JSFTUPSF΁ॻ͖ࠐΉ Firestore Cloud Functions Cloud Pub/Sub Cloud Scheduler Cloud ֎෦ API

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'JSFTUPSFͷఆظόοΫΞοϓ • ఆظతʹ'JSFTUPSFͷόοΫΞοϓΛऔ͍ͬͯΔ • όοΫΞοϓʹ͸$MPVE"1*Λ࢖༻ • ($4ͷࢦఆͨ͠όέοτʹόοΫΞοϓϑΝΠϧ͕࡞੒͞ ΕΔ ࢀߟIUUQCJUMZ3UIWS Scheduler Cloud Functions Cloud Firestore Cloud Storage Cloud Pub/Sub Cloud Cloud API

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4UPSBHFτϦΨʔ • ࢦఆ͞ΕͨόέοτʹΦϒδΣΫτ͕࡞੒͞ΕΔͱؔ਺ ͕ىಈ • 'JSFTUPSFͷ#JH2VFSZ΁ͷΤΫεϙʔτʹ࢖༻ • ػೳվળͷͨΊͷ෼ੳ΍σόοάʹར༻

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'JSFTUPSFΛ#JH2VFSZ΁ΤΫεϙʔτ • ($4ʹ࡞੒͞ΕͨόοΫΞοϓϑΝΠϧͷ͏ͪɺඞཁͳ΋ ͷΛ#JU2VFSZ΁ΤΫεϙʔτ͢Δ • $MPVE"1*Λར༻ ࢀߟIUUQCJUMZ.HQE6V Storage Cloud Functions Cloud Storage Cloud BigQuery Cloud API

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"OBMZUJDTτϦΨʔ • ࢦఆ͞ΕͨΠϕϯτ͕"OBMZUJDTʹૹΒΕΔͱؔ਺͕ىಈ • ྫBQQ@PQFO JO@BQQ@QVSDIBTFΠϕϯτͳͲ • ΫϥΠΞϯτ͕Πϕϯτʹ௥Ճͨ͠ύϥϝʔλ΍Ϣʔβ৘ ใΛ࢖ͬͨॲཧΛߦ͑Δ • ྫΞϓϦ಺ΞΠςϜΛߪೖͨ͠ϢʔβʹΫʔϙϯΛ෇༩ • ίϯόʔδϣϯΠϕϯτͷ"QQT'MZFS΁ͷૹ৴Λαʔό αΠυͰ·ͱΊͯߦ͏ͨΊʹར༻

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"QQT'MZFS΁ͷΠϕϯτͷૹ৴ • ର৅ͷΠϕϯτ͕ૹΒΕΔࣄʹΑΓؔ਺͕ىಈ • 'JSFTUPSFʹ֤Πϕϯτ͕ى͖ͨճ਺Λه࿥ • ࢝ΊͯͷΠϕϯτͳΒ"QQT'MZFS΁ૹ৴ Analytics Firestore Cloud Functions Cloud AppsFlyer

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$SBTIMZUJDTτϦΨʔ • $SBTIMZUJDTͰJTTVF͕ى͖ͨࡍʹؔ਺͕ىಈ • ৽͘͠JTTVF͕ى͖ͨ৔߹ʹ4MBDL௨஌͢ΔΑ͏ʹ͍ͯ͠Δ

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$SBTIMZUJDTͷ௨஌ • $SBTIMZUJDTͷJTTVFʹมԽ͕͋Δͱؔ਺͕ىಈ͢Δ • ؔ਺ʹJTTVFͷ৘ใ͕౉͞ΕΔͷͰɺ੔ܗͯ͠TMBDL΁௨஌ Functions Cloud Crashlytics Slack

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ύϑΥʔϚϯεͱίετ

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ύϑΥʔϚϯεͷܭଌ • ௚ۙ̍िؒͷؔ਺ͷϨΠςϯγΛ֬ೝ͢Δ • ର৅͸ɺݺͼग़͠ճ਺͕ଟΊͷؔ਺ͭ • ৚݅ • ϦʔδϣϯVTDFOUSBM • ޙड़͢Δ$PME4UBSUରࡦΛ࣮ࢪࡁΈ

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ύϑΥʔϚϯε • QFSDFOUJMFͰNTdNTఔ౓ • ࠷େTFD͔͔Δ࣌΋

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ύϑΥʔϚϯε • QFSDFOUJMFͰNTdNTఔ౓ • ࠷େTFD͔͔Δ࣌΋

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ίετ ࢖༻ྔ ྉۚ 'VODUJPOT ສDBMM = 'JSFTUPSF ԯ3FBE ສ8SJUF =ສ 4UPSBHF -PHHJOH FUD =ສ 5PUBM =ສ ˞݄ؒίετ'JSFCBTFͷΈ • ͔ͳΓ͍҆ɻಛʹ'VODUJPOTͱ'JSFTUPSF • ΋͠7.ͱ%#Λ਺୆ཱͯͯϚϧνϦʔδϣϯʹల։͍ͯͨ͠ Β਺ഒ͔͔Δ

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։ൃtips P A R T 2

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$PME4UBSUରࡦΛ͠Α͏ • ؔ਺͸͠͹Β͘࢖ΘΕ͍ͯͳ͍ͱεϦʔϓ͢Δ • εϦʔϓޙɺ࠷ॳͷϦΫΤετͷॲཧʹ͸͕͔͔࣌ؒΔ • ͜ΕΛ$PME4UBSUͱݺͿ • ԼهͭͷରࡦΛߦ͏ͱྑ͍ • άϩʔόϧείʔϓͰϞδϡʔϧΛϩʔυ͠ͳ͍ • )551ؔ਺Ͱ'JSFTUPSFΛͳΔ΂͘࢖Θͳ͍ • શͯͷؔ਺Λఆظతʹ࣮ߦ͢Δ ৄ͘͠͸IUUQTCJUMZ.VN9

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άϩʔόϧείʔϓͰϞδϡʔϧΛϩʔυ͠ͳ͍ • $MPVE'VODUJPOT͸$PME4UBSU࣌ʹJOEFYKTΛϩʔυ͢Δ • ͭͷؔ਺Λ࣮ߦ͢Δ৔߹ʹ΋શͯͷؔ਺͕ಡΈࠐ·ΕΔ • ࣮ߦ͢Δؔ਺Ҏ֎Λϩʔυ͠ͳ͍Α͏࣮૷͢Δͱྑ͍

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JOEFYKT const functions = require('firebase-functions'); const admin = require('firebase-admin'); admin.initializeApp(functions.config().firebase); const db = admin.firestore(); module.exports = functions.https .onRequest((req, res)=>{ // ...... }); GVODTGVODKT const functions = require('firebase-functions') const google = require('googleapis'); const rp = require('request-promise'); const projectId = process.env.GCLOUD_PROJECT; module.exports = functions.storage  .bucket(`${projectId}-bucket`) .object() .onFinalize((obj)=>{ // ...... }); Ͳͷؔ਺Λ࣮ߦ͢Δ৔߹Ͱ΋ ͢΂ͯͷؔ਺͕ϩʔυ͞ΕΔ ࣮૷ྫमਖ਼લ exports.Func1 = require('./funcs/func1'); exports.Func2 = require('./funcs/func2'); exports.Func3 = require(‘./funcs/func3'); ... GVODTGVODKT

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JOEFYKT ؔ਺࣮ߦ࣌ʹ͸'6/$5*0/@/".&ʹؔ਺໊͕ೖΔ ͦΕҎ֎ͷ৔߹͸ۭ σϓϩΠ࣌ʹ͸͢΂ͯͷؔ਺͕ϩʔυ͞Εɺ ࣮ߦ࣌ʹ͸࣮ߦର৅ͷؔ਺ͷΈ͕ϩʔυ͞ΕΔʂ const funcName = process.env.FUNCTION_NAME; if (!funcName || funcName === 'Func1') { exports.Func1 = require('./funcs/func1'); } if (!funcName || funcName === 'Func2') { exports.Func2 = require('./funcs/func2'); } ... ࣮૷ྫमਖ਼ޙ

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)551ؔ਺Ͱ'JSFTUPSFΛͳΔ΂͘࢖Θͳ͍ • 'JSFTUPSF΁ͷॳճͷ઀ଓʹ$PME4UBSU͕͋Δ • HFUʹdඵ͔͔Δ • $MJFOU͔Β௚઀ܨ͛͹جຊతʹෆཁͷ͸ͣͳͷͰͳΔ ΂͘࢖Θͳ͍ํ͕͍͍ • ࢖͏৔߹ɺؔ਺ͷ3VOUJNF͸/PEFʹ • $PME4UBSU͕एׯܰݮ͞ΕΔ ࢀߟJTTVFIUUQCJUMZ%CQ"HI

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શͯͷؔ਺Λఆظతʹ࣮ߦ͢Δ • ఆظతʹؔ਺Λୟ͘͜ͱͰεϦʔϓΛආ͚ΒΕΔ • -BNCEBͰ͸༗໊ͳख๏ • υΩϡϝϯτʹॻ͔Εͯͳ͍ͷͰਪ঑͞Εͯ͸ͳ͍͔΋ ͠Εͳ͍͕ɺޮՌ͸͋Δ

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શͯͷؔ਺Λఆظతʹ࣮ߦ͢Δ • $MPVE"1*ͰσϓϩΠ͞Ε͍ͯΔؔ਺ͷϦετ͕औಘ Ͱ͖ΔͷͰɺશͯͷ)551ؔ਺Λୟ͘ • ִؒ͸෼ఔ౓ ৄࡉIUUQCJUMZTXO[O Scheduler Cloud Pub/Sub Cloud Functions Cloud Cloud API

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ςετʹpSFCBTFGVODUJPOTUFTUΛ࢖͓͏ • ςετʹ͸pSFCBTFGVODUJPOTUFTU͕ศར • ԼهͷNPDLΛߦͬͯ͘ΕΔ • "ENJO4%,ͷ઀ଓϓϩδΣΫτ • ίϯςΩετΦϒδΣΫτ • GVODUJPOTDPOpH

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UFTUJOEFYUFTUKT Ͳ ͷ ؔ ਺ Λ ࣮ ߦ ͢ Δ ৔ ߹ Ͱ ΋ ͢ ΂ ͯ ͷ ؔ ਺ ͕ ϩ ʔ υ ͞ Ε Δ ࣮૷ྫpSFCBTFGVODUJPOTUFTUͷॳظԽ const test = require('firebase-functions-test')({ databaseURL: 'https://my-project.firebaseio.com', storageBucket: 'my-project.appspot.com', projectId: 'my-project', }, ‘path/to/serviceAccountKey.json’); const mockData = { key: "mocked string" }; // function.config().key -> "mocked string" test.mockConfig(mockData);

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JOEFYKT UFTUJOEFYUFTUKT Ͳ ͷ ؔ ਺ Λ ࣮ ߦ ͢ Δ ৔ ߹ Ͱ ΋ ͢ ΂ ͯ ͷ ؔ ਺ ͕ ϩ ʔ υ ͞ Ε Δ ࣮૷ྫ0O$BMMؔ਺ͷςετ describe("Callable function test sample", () => { const wrapped = test.wrap(myFuncs.CallableFunc); it("Success", () => { const data = { data: "testdata" }; const ctx = { auth: { uid: 'user1' } } const res = wrapped(data, ctx); assert.deepEqual(res, {data: JSON.stringify(data)}); }); }); exports.CallableFunc = functions.https.onCall((data, ctx) => { console.log(`req: ${JSON.stringify(data)}`) return {data: JSON.stringify(data)} });

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SFUSZ͸σϑΥϧτͰߦΘΕͳ͍ͷͰ஫ҙ SFUSZϙϦγʔͷJTTVFIUUQTCJUMZ"';ZE • σϑΥϧτͰ͸ؔ਺͕ࣦഊͯ͠΋SFUSZ͞Εͳ͍ • ҰԠɺ($1ͷίϯιʔϧ͔ΒSFUSZ͢ΔΑ͏ઃఆͰ͖Δ • ؔ਺ʹόά͕͋Δͱେྔʹ࣮ߦ͞Εͯ͠·͏ͨΊɺΤϥʔ ϩάΛ࢒ͯ͠ӡ༻ͰΧόʔΛਪ঑ • ඵ͝ͱʹSFUSZ ೔੒ޭ͠ͳ͔ͬͨΒऴྃ • SFUSZϙϦγʔΛΧελϚΠζͰ͖ΔΑ͏ରԠதͱͷ͜ͱ

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ಉҰ໊ͷؔ਺Λෳ਺ϦʔδϣϯʹσϓϩΠͰ͖ͳ͍ • ݱঢ়Ͱ͸ɺಉҰ໊ͷؔ਺Λෳ਺ϦʔδϣϯʹσϓϩΠͰ͖ͳ͍ • ؔ਺໊ʹQPTUpYΛ͚͖ͭͯͨͨ෼͚ΔରԠ΋Ͱ͖Δ • ྫ(FU%BUB+1 (FU%BUB64 • ࠷ۙɺෳ਺Ϧʔδϣϯ΁ͷσϓϩΠΛαϙʔτ͢Δ13͕Ϛʔδ ͞Εͨ JTTVFIUUQCJUMZ'YM82N

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·ͱΊ • Ծ૝௨՟΢ΥϨοτͰͲͷΑ͏ʹ$MPVE'VODUJPOT Λ׆༻͍ͯ͠Δ͔঺հͨ͠ • ΄΅͢΂ͯͷτϦΨʔΛ׆༻ͯ͠։ൃ͍ͯ͠Δ • ։ൃɺӡ༻͢ΔதͰಘΒΕͨUJQTΛ঺հͨ͠ $PME4UBSUରࡦ͠Α͏ ςετʹ͸pSFCBTFGVODUJPOTUFTUΛ࢖͓͏ SFUSZ͸σϑΥϧτͰߦΘΕͳ͍ ಉҰ໊ͷؔ਺Λෳ਺ϦʔδϣϯʹσϓϩΠͰ͖ͳ͍ ࠓͷॴ