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ϨΨγʔͳγεςϜΛϦϓ Ϩʔεͨ͠ޙʹى͖ͨ։ൃ૊ ৫ͷมԽʹ͍ͭͯ อकతͳจԽ͕͋Δ։ൃ૊৫ʹ͓͍ͯɺେ୾ͳγεςϜϦϓϨʔεΛߦ͏ͱ։ ൃ૊৫಺ͰͲͷΑ͏ͳมԽ͕ى͜Δͷ͔ʁ DevOpsDaysTokyo 2022 גࣜձࣾϏβεΫ ج൫νʔϜ Ϧʔμʔ ݉ γεςϜΞʔΩςΫτ ໦ଜཽհ 1

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01 ࣗݾ঺հͱαʔϏε֓ཁ 2

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໦ଜ ཽհ (@ryurock) ج൫νʔϜ γεςϜΞʔΩςΫτ ߴߍଔۀޙɺΫϥΠϛϯάʹϋϚΓϑ ϦʔλʔΛ͠ͳ͕Βւ֎ΫϥΠϛϯά ʹ໌͚฻ΕΔɻͦͷޙɺγεςϜΤϯ δχΞͱ༷ͯ͠ʑͳۀ຿ʹैࣄɻ͜͜ 5೥΄Ͳ͸ΠϯϑϥྖҬΛओઓ৔ͱ͠ ͍ͯΔɻݱ৬ϏβεΫʹ͸2020೥ೖࣾ ޙɺγεςϜϦϓϨʔεͷϓϩμΫτ Φʔφʔ݉ج൫νʔϜϦʔμʔʹैࣄ 3

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ձࣾઆ໌ ■ ϏδωεྖҬʹಛԽͨ͠೔ຊ࠷େڃͷφ ϨοδϓϥοτϑΥʔϜ ■ ʮεϙοτίϯαϧ = 1࣌ؒΠϯλ Ϗϡʔʯͱ͍͏୹࣌ؒऔҾΛɺςΫϊϩ δʔ x ߴ౓ͳΦϖϨʔγϣϯͰߴਫ਼౓ʹϚο νϯά ■ 2020 ೥౦ژূ݊औҾॴάϩʔεࢢ৔ʹ্ ৔ ஌ݟͱɺ௅ઓΛͭͳ͙ We make insightful connections possible between global leaders and people with expertise ೔ຊ࠷େڃͷφϨοδϓϥοτϑΥʔϜ ※ ΞυόΠβʔ਺ʹ͓͍ͯɺ2022 ೥ 1 ݄ ࣌఺ͷΞυόΠβʔ਺͸ ࠃ಺֎ 45 ສਓ௒ 4

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ࠃ಺֎ 45 ສਓ௒ͷ஌ݟσʔλϕʔεΛڧΈʹෳ਺ͷαʔϏεΛల։ 5 ■ ஌ݟσʔλϕʔε͕ɺϏβεΫͷ෇ՃՁ஋ͷݯઘ ■ ϏβεΫInterview ΛίΞαʔϏεͱͭͭ͠ɺ৽نϓϩμΫτΛ։ൃ͍ͯ͘͠

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02 ϏβεΫͷγεςϜྺ࢙ 6

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γεςϜΞʔΩςΫνϟ͸Ұ؏ͯ͠ Google Cloud + Python Λ࠾༻ ■ 2012 ೥૑ۀҎདྷɺ Google Cloud ΛΫϥ΢υΠϯϑϥͱ ͯ͠࠾༻ ■ Application Server ͸ App Engine 1st gen Python2 ■ Database ͸ Cloud SQL, Datastore ■ Storage ͸ Cloud Storage ■ ඇಉظॲஔ͸ Cloud Tasks Ͱ੍ޚ Google Cloud Ͱ Web Application Λߏங͢Δ৔߹ͷҰൠత ͳߏ੒ 7

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φϨοδϓϥοτϑΥʔϜͱ͍͏֓೦͕ͳ͍࣌୅͔Βͷઌۦऀͷҝɺ༷ʑͳࢼߦࡨޡΛߦ͍ͳ͕Β αʔϏε͸֦ॆ͍ͯͬͨ͠ 8 ্৔࣌఺Ͱϝϯόʔ͸ ໿ 100 ໊ Python2 ͷαϙʔτऴྃΛ ܴ͑Δ 2020 ೥ άϩʔεࢢ৔ʹ্৔ 2012 ೥ 12 ݄ ϏβεΫЌ൛ ΛϦϦʔε 2012 ೥ 12 ݄ β൛ϦϦʔε BtoB αʔϏε͕يಓʹ৐Γ ࢝Ί CtoC ޲͚ͷ ج൫γεςϜʹࡌͤΔ 2015೥ BtoB޲͚ ਖ਼ࣜ൛ΛϦϦʔε ଞγϯΨϙʔϧࢧࣾ΋͋ Γɺ global ల։͕Ճ଎Խ 2021 ೥ 11 ݄ ถࠃ Coleman Research Group ࣾΛങऩ ࠷ॳ͸ CtoC ͷαʔϏεͱ͠ ͯελʔτ 2013 ೥ 10 ݄ ਖ਼ࣜ൛ϦϦʔε ٸ଎ͳαʔϏε֦େʹ߹Θͤͯػ ೳ͕૿͍͕͑ͯͬͨɺApplication ΋Πϯϑϥ΋πΪϋΪͩΒ͚ʹ 2017೥ࠒ αʔϏε֦େظ

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αʔϏεͷ֦େͰγεςϜ͸ංେԽ ΞʔΩςΫνϟ΍Πϯϑϥ͸औΓ࢒͞Εͨ··ͩͬͨ • 2020 ೥ Python ίϛϡχςΟʹΑΔ Python2 ͷެࣜαϙʔτ͕ऴྃ • Ξοϓσʔτ͕ඞཁ • ։ൃϝϯόʔ໿ 35 ໊Ͱෳ਺ͷνʔϜʹ (6 νʔϜ) • ෳ਺ͷαʔϏεɺνʔϜ͕͋Δ͕ɺϞϊϦγοΫͳγεςϜͰ֤αʔϏεɺνʔϜʹ߹Θͤͨదਖ਼Խ ͕೉͘͠ͳͬͯ͘Δ • ಉ͡ GCP ϓϩδΣΫτΛར༻͠ଓ͚͍ͯΔҝɺ༷ʑͳܯࠂ • App Engine 1st gen Python2ͷҠߦͷקࠂ • legacy network ͷར༻ʹΑΔར༻Ͱ͖ΔΫϥ΢υαʔϏεͷ੍ݶ • App Engine 1st gen ͷσϓϩΠ 10000 ϑΝΠϧ੍໿ʹҾ͔͔ͬΓσϓϩΠ͕Ͱ͖ͳ͘ͳΔɻ౳ͳͲ 9

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03 ͳͥγεςϜෛ࠴ղফͷҝɺγες ϜϦϓϨʔεΛબ୒ͨ͠ͷ͔ʁ 10

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ݩʑ͸طଘίʔυͱΠϯϑϥΛ Python2 => Python3 ʹ͚ͩΞοϓσʔτ͠Α͏ͱ͍ͯͨ͠ ্͔͠͠৔ɺϢʔβʔͷ૿Ճɺ૊৫ͷ֦େͰࠓޙαʔϏ εɺ૊৫ͱͯ͠कΒͳͯ͘͸ߦ͚ͳ͍ϧʔϧ౳΋ͲΜͲ Μ૿͍͑ͯ͘͠ɺͦΕΛܧଓతʹվળͰ͖Δ࢓૊Έ΋Τ ϯδχΞ։ൃ૊৫ͱͯ͠த௕ظతʹඞཁͰ͋Δͷ͸໌ന ͩͬͨɻ ͦ͜ͰͱΓ͋͑ͣ Python3 ʹҠߦ͢Δɻ ͱ͍͏ߟ͑ํ͔ΒɺγεςϜɺઃܭΛ3೥ޙΛݟਾ͑ͨ ૊৫ମ੍(300ਓن໛ͷ૊৫)ʹ଱͑͏ΔΑ͏ʹࢥ͍੾ͬ ͯϦϓϨʔε͢Δɻ ͱ͍͏಺༰ΛఏҊɻվΊͯ։ൃ૊৫ͷ՝୊੔ཧ΍εέ δϡʔϧͷௐ੔ɺ૯޻਺ͷݟੵ΋Γ౳Λࢉग़ͯ͠γες ϜϦϓϨʔεͷܾஅΛ͢Δ 11

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04 γεςϜϦϓϨʔεͰͷ େ͖ͳมߋ఺ 12

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γεςϜϦϓϨʔεͰͷେ͖ͳมߋ఺ ʲΠϯϑϥʳ ■ ৽͍͠ Google Cloud ϓϩδΣΫτʹҠߦ ■ طଘγεςϜʹӨڹ͕ग़ͳ͍Α͏ʹҠߦΛਐΊͨ ͔ͬͨ ■ طଘͷ͕͠ΒΈʹࠨӈ͞Εͨ͘ͳ͔ͬͨ ʲΞϓϦέʔγϣϯʳ ■ Python 2 => Python 3 ΁ͷΞοϓάϨʔυ ■ ΞοϓάϨʔυʹ൐͍ΞϓϦέʔγϣϯͷमਖ਼΋ ඞཁ ■ αʔϏε෼ׂ (Micro ServiceԽ) ■ αʔϏεΛͬ͘͟Γ෼ྨ͢Δͱ4ͭʹͳΔ ■ BtoB ޲͚αʔϏε ■ ڊେա͗ͯ·ͣ͸େ͖ͳմͱͯ͠෼ׂ ■ CtoC ޲͚ * 2 ■ ݕࡧϞδϡʔϧͱͯ͠෼ׂ 13 Python2 => Python3

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05 γεςϜϦϓϨʔεͷ Ҡߦઓུʹ͍ͭͯ 14

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γεςϜϦϓϨʔεͷઓུ ΞʔΩςΫτ͸MicroserviceԽΛҙࣝͨ͠ઃܭ ■ VCS (git repository), Deploy(CI), App Server ͸ Feature νʔϜ୯ҐͰ༻ҙ ■ DB ͸෼ׂͤͣʹͦͷ·· ■ DBͷ෼ׂ΋͔͚ͨͬͨ͠Ͳ΋ɺ։࢝࣌఺Ͱίετ͕ലେʹͳΓ ͦ͏ͱ͍͏ݒ೦͔Β࠷ॳείʔϓΛ֎ͨ͠ 
 ※ϓϥϯ্͸ 3 ೥ܭըͷதͰ࣮ࢪ͢Δ༧ఆ ■ API ୯ҐͰطଘγεςϜͷ Endpoint Λػೳ୯ҐͰมߋͯ͠੾ସ ■ API ͷ੾ସ͕׬ྃޙɺϑϩϯτΤϯυΛ৽؀ڥʹҠߦ ■ Ұ෦ͷػೳ͸θϩϕʔεͰ࡞Γ௚͢ ■ νʔϜʹࡋྔΛ౉͢ࣄΛ༏ઌͨ͠ ΍Βͳ͍͜ͱ ■ ա౓ͳ෼ׂ ■ Micro Service Architecture ͸֤νʔϜʹஈ֊తͳܦݧΛ༩͑ͳ͍ͱ ӡ༻Ͱഁ୼͢ΔΠϝʔδ͕Ͱ͖ͨͷͰɺࠓ͸ ʮMicro Service ͬΆ ͍ʯఔ౓ʹ෼ׂͰඞཁʹԠͯ͡࠶෼ׂɻͱ͍͏ํ਑ʹͨ͠ 15

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05 MicroServiceԽͰղܾ͔ͨͬͨ͠ ։ൃ૊৫ͷ՝୊ 16

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࢓૊ΈΛม͍͑ͨΜ͚ͩͲ΋ɺ৭ʑͱ໘౗ͯ͘͘͞ม͑ΒΕͳ͍ΜͰ ͢ɻɻɻ

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ڊେͳϞϊϦγοΫʹΑΔอकతͳߟ͑ͷຮԆ ■ ։ൃऀͷԣஅతͳ֬ೝ͓࢕͍Ϛϥιϯ ■ αʔϏεͷڥքઢ͕ෆ઱໌Ͱɺʮ୭͕΍Δ ͷ͔ʁʯͰࢥߟ͕ࢭ·Δ ■ ʮڊେͳڞ௨ϧʔϧʯͰ·ͨࢭ·Δ 18 Service Team A => Service Team B ։ൃऀͷԣஅతͳมߋͷ ֬ೝϦϨʔ Service Team B => Service Team C Service Team D => Service Team E ڊେͳڞ௨ϧʔϧ͕น͕ ։ൃऀͷ໨ͷલʹͦͼཱ͑ͭ มԽΑΓ΋ै͏͜ͱʹ ׳Εͯ͠·͏ ݁ՌγχΞ։ൃऀʹγϫد͕͖ͤͯ ଟ๩ͳγχΞ։ൃऀ͸ಈ͚ͳ͍ ͱ͍͏δϨϯϚ

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γεςϜΛઃܭ͢Δ૊৫͸ɺͦͷί ϛϡχέʔγϣϯߏ଄Λͦͬ͘Γਅࣅ ͨߏ଄ͷઃܭΛੜΈग़ͯ͠͠·͏ 19 ϝϧϰΟϯɾίϯ΢ΣΠ

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MicroServiceԽͰղܾ͔ͨͬͨ͠։ൃ૊৫ͷ՝୊ ʮٯίϯ΢ΣΠઓུʯ͔Β։ൃ૊৫ʹى͜ΔมԽΛظ ଴ ■ αʔϏε୯ҐͰ෼཭ͯ͠ɺ੹೚ൣғͷڥքઢΛҾ͘ ■ ։ൃऀͷԣஅతͳ֬ೝ͓࢕͍Ϛϥιϯͷ࡟ݮ ■ ஌Δ৘ใΛখͯ͘͞͠ଐਓԽΛ๷ࢭ͢Δ ■ ϦϙδτϦͷ෼ׂͰʮڊେͳڞ௨ͷϧʔϧʯΛϦ ηοτ͢Δ ■ Feature νʔϜͷ࣏ࣗݖΛ֦େͤ͞Δ ■ ै͏νʔϜ͔Βɺߟ͑ΔνʔϜ΁ͷมԽ 20

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06 ϦϓϨʔεܾஅޙॳظͷ։ൃ૊৫ͷ൓Ԡ 21

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ຊ౰ʹͰ͖Δͷ͔ʁͱ͍͏ջٙతͳ൓Ԡ Θ͔Βͳ͍ɻΘ͔Βͳ͍ɻΘ͔Βͳ͍ɻͷ࿈ଓ ■ γεςϜߏ੒౳৭ʑͱఏҊΛ͕ͨ͠ɺΘ͔Βͳ͍ͷݴ༿ͷ ࿈ଓͰຊ౰ʹ৺͕ંΕͦ͏ʹͳͬͨ ■ Θ͔Βͳ͍͔ΒϦιʔε΋খ͔֬͘͞͠อͰ͖ͳ͍ ■ ધग़͸খ͞ͳધ͔Β։࢝ ■ ͦ΋ͦ΋ϦϓϨʔεͷ౰ࣄऀҙࣝ΋رബ ■ ͳͥͩ…..ਏ͍ͬͯᄁ͍͍ͯΔͷʹ…. ■ ϓϩτλΠϓΛ࡞ͬͯڞ༗ͯ͠΋ແؔ৺ ■ ͳͥͩ….͜͜Λ͜͏ͯ͠΄͍͠…..ͬͯᄁ͍͍ͯΔͷʹ….. 22 ʮ΍ͬͨ͜ͱ͕ͳ͍͜ͱ΁ͷڪාʯͷ ࣮ࡍͷϦΞΫγϣϯ

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͜Μͳঢ়ଶ͔ΒͲΜͳ෩ʹ։ൃ૊৫͕มΘͬ ͍͔ͯͬͨʁ 23

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07 ։ൃऀͷԣஅతͳ֬ೝ͓࢕͍ Ϛϥιϯͷ࡟ݮ 24

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։ൃऀͷԣஅతͳ֬ೝ͓࢕͍Ϛϥιϯͷ࡟ݮ ■ Slack౳Ͱมߋ͍͚ͨ͠Ͳ΋ɺ֤νʔϜͷӨڹൣғ͕େ ͖ͯ͘ख͕͚ͭͣΒ͍ɻͱ͍͏Α͏ͳڣͼ͸େ෼ݮͬ ͖ͯͨɻΑ͏ʹײ͡Δ ■ ͱ͸͍͑ɺDBϨΠϠʔ͕ີ݁߹ͳͷͰ͋Δఔ౓͓ ࢕͍͸ൃੜ͢Δ ■ ʮӨڹൣғͷ͓࢕͍ʯͷΑ͏ͳΞδΣϯμͷ਺͕େ෼ ݮ͖ͬͯͨɻΑ͏ʹײ͡Δ ■ ਤΕΔࢦඪ͸ͳ͍͕ɺମײతʹݮͬͨؾ͕͢Δ ■ ͦ΋ͦ΋ϦϙδτϦ͕νʔϜ୯ҐͰผΕͨͷͰஈʑͱ ؾʹ͠ͳ͘ͳ͖ͬͯͨ 25 Service Team A => Service Team B ᶃ ։ൃऀͷԣஅతͳ มߋͷ֬ೝϦϨʔ Service Team B => Service Team C Service Team D => Service Team E ᶄ ։ൃϦʔμʔձٞʹΑΔڠٞ BEFORE ᶅ Approve ͞Εͣ௥ՃͰ ֬ೝ͢Δ͜ͱϦετ͕ ௥Ճ ᶃ ΁໭Δ ීஈ໨ʹ͠ͳ͍΋ͷ͸ؾʹͳΒͳ͍ ʲ݁Ռʳ େ෼ݮͬͨΑ͏ͳؾ͕͢Δ

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աఔͰى͖ͨࣄ ■ ࠷ॳ͸श׳͕͵͚ͣʮ͓࢕͍ϦϨʔʯ͕ൃੜͨ͠ ■ ݁ߏ৭ΜͳνʔϜʹԿճ΋ʮجຊࣗ༝ʹ΍ͬͯྑ ͍ʯͱݴ͍ଓ͚ͨ ■ ੹೚ൣғ͕ෆ઱໌ͳ෦෼ͷ͓࢕͍͸γεςϜͷ෼཭ ͕ͦ΋ͦ΋Ͱ͖͍ͯͳ͍ͷͰɺγεςϜͷ੹೚ൣғ ͸Կճ΋ٞ࿦ͨ͠ ■ ͦ΋ͦ΋ϦϙδτϦ͕νʔϜ୯ҐͰ෼͔ΕͨͷͰ ஈʑͱ֤νʔϜ͕ؾʹ͠ͳ͘ͳ͖ͬͯͨ 26 ͜Ε͕Ұ൪ྑ͔ͬͨͱࢥͬͨ ϙΠϯτͳͷͰ΋͏Ұ౓ ීஈ໨ʹ͠ͳ͍΋ͷ͸ؾʹͳΒͳ͍ ࢥ૝͸఻͑ଓ͚Δ

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08 ϕςϥϯϝϯόʔͷଐਓԽΛ๷ࢭ 27

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ϕςϥϯϝϯόʔͷଐਓԽΛ๷ࢭ ʲ݁Ռʳ͋·ΓมԽΛײ͡ΒΕͳ͔ͬͨ ■ چγεςϜͷίʔυΛجຊҠ২ʹͳΔͷͰ݁ہݩ͕ ෳࡶͰ͋Ε͹ɺ΍͸Γྺ࢙తܦҢΛ஌͍ͬͯΔਓ͕ ΍Β͟ΔΛಘͳ͘ͳΔ → ઓུΛ࿅Δ্Ͱͷա৒ͳظ଴஋ͩͬͨؾ͕͢Δ ͨͩ͠ɺҠߦͷϓϩηε͸෺ྔ(ਓతϦιʔε)͕େྔ ʹඞཁͳͷͰɺػೳA Λ৮ͬͨ͜ͱ͕ͳ͍ਓ͕Ҡߦϓ ϩηεʹΞαΠϯ͞ΕΔέʔε͕͋ͬͨ → ҠߦͷաఔͰ͋Δఔ౓͸ଐਓԽ͸෼ࢄ͞Ε͔ͨ΋ ͠Εͳ͍ 28 ϕςϥϯϝϯόʔͷଐਓԽΛ๷ࢭ ϕςϥϯϝϯόʔ͕ෳࡶͳ෦෼ΛҠ২ ϕςϥϯҎ֎ͷϝϯόʔ ʮ͜ͷϨʔϧʹ৐Ε͹ྑ͍ΜͰ͢Ͷʯ

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աఔͰى͖ͨࣄ ■ ϨΨγʔίʔυ͔Βͷ୤٫Ͱɺ֤ Feature νʔϜͷ ࠓ·Ͱͷࢥ͍΋͋Γɺಉ͡աͪΛ͠ͳ͍ͨΊ͋Δఔ ౓γχΞϨϕϧ͕࠷ॳҠߦΛ࢝ΊΔɻͱ͍͏ͷ͸Ͳ ͷνʔϜͰ΋ಉ͡܏޲ͩͬͨ ■ Ҡߦͬͯਏ͍ࣄ΋ଟ͍ͷͰɺϝϯόʔͷଟ͕͘ςϯ γϣϯ௿Ί͔ͳʁͱࢥ͚ͬͨͲ΋ɺσΟϨΫτϦઃ ܭͱ͔ϧϯϧϯ̇ ϝϯόʔ͕݁ߏ͍ͨؾ͕͢Δ ■ ཱ͕࣌ؒͭͱ෼ׂ͞ΕͨαʔϏεͰ΋ෆຬ͸ग़࢝Ί ͍ͯΔΑ͏ͳؾ͕͢Δ ‏ (ࠓίί) 29 ݁ہͷॴɺػೳͷ౷ഇ߹Λͯ͠੔ཧ͢Δ͔ Feature Team Λߋʹ෼ׂͯ͠খ͘͞͠ͳ͍ͱ೉͍͠ ͷͰҾ͖ଓ͖վળ ม͑ͨͯ͘΋ม͑ΒΕͳ͍աڈͷਏ͍෦෼ΛઃܭͰΧόʔ͢Δ ݁ߏָͦ͠͏ʹઃܭ͍ͯͨ͠ ΞϓϦέʔγϣϯ͸࡞ͬͨ࣌఺ ͔Β௠෗Խ͕͸͡·Δ

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09ʮڊେͳڞ௨ͷϧʔϧʯΛϦηοτ ͯ͠ɺFeatureνʔϜͷ࣏ࣗݖΛ֦େ ͤ͞Δ 30

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ʮڊେͳڞ௨ͷϧʔϧʯΛϦηοτͯ͠ɺFeatureνʔϜͷ࣏ࣗݖΛ֦େͤ͞Δ ʲ݁࿦ʳ֤νʔϜ͔ͳΓࣗ༝ʹͳͬͨ ■ Өڹൣғͷڊେͳน͔Βͷ։์ ■ ϦϙδτϦͷҡ࣋؅ཧ͸ Feature νʔϜ୯Ґ ͜ͷ͕̎ͭେ͖͘ɺʮΘ͔Βͳ͍ͷͰै͏ʯ͔Βɺ֤ νʔϜ͕ࣗ෼ୡͷαʔϏεΛγεςϜతʹ΋Ͳ͏͠Α ͏ɻͱߟ͑ΔΑ͏ʹͳͬͨɻ (ଞ੹ʹͰ͖ͳ͍؀ڥΛ࡞ͬͨ) ߟ͑ͨ݁ՌɺʮDjango Frameworkʯ Ͱ͸ͳ͘ ʮFast APIʯʹมߋͯ͠ɺͦ΋ͦ΋ͷٕज़ελοΫΛେ෯ʹ มߋ͢ΔνʔϜ΋Ͱ͖ͯͨɻ 31

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աఔͰى͖ͨࣄ ■ ࡋྔΛ༩͑ͨ෼ɺ੹೚΋ηοτʹͳΔͷͰɺࣗ෼ୡ ͷαʔϏεͷγεςϜํ਑౳Ͱ೰Ήέʔε͕݁ߏଟ ͘ݟड͚ΒΕͨ ■ த௕ظతʹݟΕ͹ྑ͍ํ޲ͩͱࢥ͏ ■ ࡋྔΛ༩͑ͨ෼ɺ౷Ұతͳϧʔϧ΍ద༻͸ٯʹ೉қ ౓͕ߴ͘ͳΔ ■ αʔϏεʹԣஅ͢ΔΑ͏ͳػೳͷӡ༻ɾอकͷ ड͚ࡼͱͯ͠ʮج൫νʔϜʯΛ૑ઃͯ͠ରԠ ■ Feature νʔϜ͸ʮ΋ͬͱࣗ༝Λ!!ʯͱதԝίϯτ ϩʔϧͨ͠΄͏͕ྑ͍෦෼Ͱج൫νʔϜͷҙݟ ͷ૬ҧ͕͋ͬͨΓ͢ΔͷͰɺͦΕͰ΋೉͍͠ 32 બ୒ݖΛ༩͑ͨͷͰɺࣗ෼ୡͰߟ͑Δ෼೰Ή ૊৫ن໛తʹ தԝίϯτϩʔϧΛ͢Δ෦ୂ ͸ඞཁͳͷͰ૑ઃ

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10 ࠓޙͷܭը΍ల๬ʹ͍ͭͯ 33

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3೥Ͱ΍Δ͜ͱ͸͍ͬͺ͍͕ͩɺ৭ʑͱಈ͖ग़͍ͯ͠Δ 34 ίετͱϦεΫ͕ߴ͍ DBͷਖ਼نԽΛ࢝ΊΔ 2022 ೥ 4݄ DBͷਖ਼نԽΛணख λεΫϑΥʔενʔϜΛ ্ཱͪ͛Δ 2020 ೥ 9 ݄ γεςϜϦϓϨʔεΛ։࢝ গͮͭ͠ҠߦΛ࢝ΊΔ 2021೥ 10 ݄ 2νʔϜ໨͕ αʔϏεҠߦΛϩʔϯν উརએݴ༧ఆ 2023 ೥ 12݄ Ҡߦ׬ྃ༧ఆ গͮͭ͠ҠߦΛ࢝ΊΔ 2021 ೥ 5 ݄ ࠷ॳͷ1νʔϜ͕ αʔϏεҠߦΛϩʔϯν ϑϧεΫϥονҠߦνʔϜ͕ ઃܭ։࢝ 2022೥ 1 ݄ 3νʔϜ໨Ҡߦ४උ

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·ͱΊ 35

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อकతͳจԽ͕͋Δ։ൃ૊৫ʹ͓͍ͯɺ େ୾ͳγεςϜϦϓϨʔεΛߦ͏ͱ։ൃ ૊৫಺ͰͲͷΑ͏ͳมԽ͕ى͜Δͷ͔ʁ 36

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ϧʔϧΛม͑Ε͹ɺਓ͸దԠ͢Δɻ ։ൃ૊৫͕ຊ౰ʹཉ͔ͬͨ͠΋ͷ͸ʮબ୒ͷࣗ༝ʯͩͬͨ อकతͳ։ൃ૊৫Ͱ͸ͳ͘ɺ ʮอकతͳϧʔϧʯͩͬͨ 37

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͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ 38