DevelopWorkflow and Solving Problems

by Yohei Munesada

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G’s Academy Tokyo ։ൃϫʔΫϑϩʔͱ໰୊ղܾߨ࠲ Yohei Munesada

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㾎 फఆ༸ฏ 㾎 @yoheiMune 㾎 http://www.yoheim.net 㾎 ࠷ۙ΍͍ͬͯΔ͜ͱ 㾎 GCP, Docker, Go, React, Vue.js, Laravel, Python, Node.js, ͳͲ "CPVUNF

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㾎 εϚϗ޲͚ిࢠॻ੶αΠτ 㾎 IUUQTEPLVTIPPKJLBOKQUPQ 㾎 ϓϥϯφʔΤϯδχΞ 㾎 தظ୹ظͷܭըཱҊɺϝϯόʔҭ੒ɺ  ։ൃσΟϨΫγϣϯɺ։ൃɺ  ෼ੳγεςϜ։ൃɺΞυϗοΫ෼ੳɺFUD 㾎 αʔϏεάϩεͷͨΊʹԿͰ΋΍Δ ಡॻͷ͓࣌ؒͰ͢CZ"NFCB

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։ൃϫʔΫϑϩʔ

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։ൃϫʔΫϑϩʔ ࡞ۀΛ෼͚Δݕূ͸ࡉ͔͘

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͜ͷߨٛͰ໨ࢦ͢ͱ͜Ζɾΰʔϧ ଔۀ੍࡞ͷاըʙ։ൃʙϦϦʔε·Ͱͷ  ϑϩʔ͕۩ମతʹࢥ͍ඳ͚Δঢ়ଶʹͳΔ͜ͱ εϜʔζʹ։ൃ͢ΔͨΊͷϙΠϯτΛ  ͍͔ͭ͘ԡ͍͑ͯ͞Δ͜ͱ

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8PSL'MPX اըʙ։ൃʙϦϦʔε

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اը ϦϦʔε ʁ

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։ൃϫʔΫϑϩʔ0WFS7JFX اը σβΠϯ શମઃܭ ։ൃ ϦϦʔε ಺෦ઃܭ ࣮૷ ݕূ ػೳ͝ͱʹ։ൃ

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ࠓճͷ୊ࡐ.VTJD1PDLFU 㾎 :PVUVCFϕʔεͰԻָ͕ௌ͚Δ 㾎 ϥϯΩϯάܗࣜͰԻָΛνΣοΫ 㾎 ϙέοτػೳͰ޷͖ͳۂΛετοΫ

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اը اը σβΠϯ શମઃܭ ։ൃ ϦϦʔε ಺෦ઃܭ ࣮૷ ݕূ ػೳ͝ͱʹ։ൃ

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اը͕Ұ൪େมɻ Ͱ΋ɺ࠷΋େ੾

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اը0WFSWJFX 㾎اըͰܾΊΔͭͷ͜ͱ 㾎ػೳఆٛͱ.71 㾎ը໘ߏ੒ 㾎اըςετ

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اը0WFSWJFX 㾎اըͰܾΊΔͭͷ͜ͱ 㾎ػೳఆٛͱ.71 㾎ը໘ߏ੒ 㾎اըςετ ϦϦʔεϊʔτ

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اըͭͷܾΊ͝ͱ ͲͷΑ͏ͳϢʔβʔ͕࢖͏ͷ͔ ԿΛୡ੒͍ͨ͠ͷ͔ ͲͷΑ͏ͳػೳ͕͋Δͷ͔ ྨࣅαʔϏεͱԿ͕ҧ͏ͷ͔ ϦϦʔε༧ఆ೔͸͍͔ͭ ऩӹߏ଄͸ͲͷΑ͏ͳ΋ͷ͔ ΞϓϦ໊

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اըͭͷܾΊ͝ͱ ͲͷΑ͏ͳϢʔβʔ͕࢖͏ͷ͔ ԿΛୡ੒͍ͨ͠ͷ͔ ͲͷΑ͏ͳػೳ͕͋Δͷ͔ ྨࣅαʔϏεͱԿ͕ҧ͏ͷ͔ ϦϦʔε༧ఆ೔͸͍͔ͭ ऩӹߏ଄͸ͲͷΑ͏ͳ΋ͷ͔ ΞϓϦ໊ 㾎 ແྉͰԻָΛμϥμϥͱָ͠Έ͍ͨਓɺԻ࣭͸ͩ͜ΘΒͳ͍ਓɺͳͲ 㾎 ϚϯωϦԽͨ͠J1PEΛඈͼग़͢ɺؾܰʹԻָΛ୳ͤΔɺμϥμϥͱௌ͚Δ 㾎 ࠃผδϟϯϧผϥϯΩϯάɺݕࡧػೳɺࢹௌػೳɺϙέοτػೳ 㾎 δϟϯϧͷ਺͕࠷΋ଟ͍ɺ৭ʑͳࠃຖͷϥϯΩϯάͰۂ͕ௌ͚Δ 㾎 ೥݄೔ 㾎 ޿ࠂ഑৴ϞσϧʢϑολʔόφʔͱϨΫτόφʔʣ 㾎 .VTJD1PDLFUແྉԻָ࠶ੜΞϓϦGPS:PVUVCF

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اըػೳఆٛͱߜΓࠐΈ 㾎ۂΛݟ͚ͭΔ 㾎 ؾʹೖͬͨۂΛ4/4ͰγΣΞ͢Δ͜ͱ͕Ͱ͖Δ 㾎 δϟϯϧผϥϯΩϯάผʹۂΛ୳͢͜ͱ͕Ͱ͖Δ 㾎 ʢ೔ຊҎ֎ʹ΋ʣෳ਺ͷࠃͷϥϯΩϯά͔Β୳ͤΔ 㾎 ϑϦʔϫʔυݕࡧ͕Ͱ͖Δ 㾎 ਓͷϓϨΠϦετʢϙέοτʣ͔ΒۂΛ୳͢͜ͱ͕Ͱ͖Δ 㾎 1VTI௨஌ͰϥϯΩϯάߋ৽Λ௨஌Ͱ͖Δ 㾎 ࠓ·͞ʹΞϓϦ಺Ͱௌ͔Ε͍ͯΔۂΛ஌Δ͜ͱ͕Ͱ͖Δ 㾎 ࢹௌཤྺ͔ΒϨίϝϯυΛड͚Δ͜ͱ͕Ͱ͖Δ 㾎ۂΛஷΊΔ 㾎 ޷͖ͳۂΛϙέοτ͓ͯ͠ؾʹೖΓϦετΛ࡞Δ͜ͱ͕Ͱ͖Δ 㾎ऩӹԽ 㾎 ը໘ʹ޿ࠂΛදࣔ͢Δ͜ͱ͕Ͱ͖Δ 㾎ۂΛγΣΞ͢Δ

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اըػೳఆٛͱߜΓࠐΈ ϦʔϯελʔτΞοϓͷ .JOJNVN 7JBCMF 1SPEVDU IUUQMFBOTUBSUVQKBQBOPSH Q

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اըը໘ߏ੒ 㾎 ໨త͸ɺ੍࡞෺ͷ۩ମతͳΠϝʔδΛ࡞Δ 㾎 ੍࡞ྫ͸ҎԼʢखॻ͖Ͱ΋े෼ʣ

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اըը໘ߏ੒ͷࢀߟʹͳΓ·͢ IUUQQUUSOTDPN

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اըϦϦʔεϊʔτ ˙ΞϓϦ໊ .VTJD1PDLFUແྉԻָ࠶ੜΞϓϦGPS:PVUVCF ˙આ໌ ˔͓ؾʹೖΓͷۂ͕Ҏ্ͷδϟϯϧ͔ΒϥϯΩϯάܗࣜͰ͙͢ʹݟ͔ͭΔʂ ˔͞Βʹ,101΍༸ָͳͲੈքதͷϥϯΩϯά΋਺ଟ͘഑৴͍ͯ͠·͢ʂ ˔࿈ଓ࠶ੜػೳͰμϥμϥͱฉ͖ྲྀ͠Մೳʂ ˔ϚϯωϦԽͨ͠J1PEϥΠϒϥϦ͔Βඈͼग़ͦ͏ʂ ˔ؾʹೖͬͨۂ͸1PDLFUػೳͰϫϯλοϓͰϚΠϦετʹ௥ՃͰ͖ɺ؆୯ʹ࠶ੜϦετΛ࡞Ε·͢ɻ ˔J5VOFTϥϯΩϯάۂΛ:PV5VCFͷಈըͰϑϧ࠶ੜͰ͖ΔͷͰɺਓؾͷ͓͢͢ΊۂΛ࠷ޙ·Ͱฉ͘͜ͱ͕ Ͱ͖·͢ʂ΋ͪΖΜϊϯετοϓࣗಈ࿈ଓϦϐʔτ࠶ੜ΋Ͱ͖·͢ʂ ˔ۂ໊ɺϑϦʔΩʔϫʔυݕࡧՄೳ ͢΂ͯͷ:PV5VCFίϯςϯπ͔ΒݕࡧՄೳͳͨΊɺݕࡧը໘ͰϑϦʔϫʔυΛೖྗ͢Ε͹ؾʹͳΔۂΛ ݟ͚ͭΒΕ·͢ʂ ʢҎԼলུʣ ˙εΫγϣʢը໘ߏ੒ʣ اը಺༰ΛຒΊࠐΉ

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اըݕূ͠Α͏ ϦϦʔεϊʔτΛಡΜͰ΋Β͏ ը໘ϞοΫΞοϓΛ࢖ͬͯ΋Β͏ 㾎 Θ͘Θ͘͢Δ͔ʁΞϓϦΛμ΢ϯϩʔυ͍ͨ͠ͱࢥͬͨϙΠϯτ͸Կ͔ʁ 㾎 ࣗ෼ͷ૝ఆ͍ͯ͠Δ࢖͍ํΛ͍ͯ͠Δ͔ʁͪΌΜͱػೳ͸࢖ΘΕ͍ͯΔ͔ʁ

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اը0WFSWJFXʢ࠶ܝʣ 㾎اըͰܾΊΔͭͷ͜ͱ 㾎ػೳఆٛͱ.71 㾎ը໘ߏ੒ 㾎اըςετ

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σβΠϯ اը σβΠϯ શମઃܭ ։ൃ ϦϦʔε ಺෦ઃܭ ࣮૷ ݕূ ػೳ͝ͱʹ։ൃ

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σβΠϯ0WFS7JFX 㾎શମͷσβΠϯΛܾΊΔ 㾎ΞΠίϯΛ੍࡞͢Δ 㾎ը໘σβΠϯΛߦ͏ 㾎ݕূ͢Δ

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σβΠϯશମͷσβΠϯ 㾎 ओʹ৭΍০Γ۩߹ΛܾΊ·͢ 㾎 ڝ߹ͱͳΔΞϓϦαʔϏεͷσβΠϯΛௐࠪ͠·͢ 㾎 ࣗ෼ͨͪͷྑ͞Λ఻͑ΒΕΔσβΠϯʹ͠·͢ 㾎 σβΠϯਪ͠Ͱ͸ͳ͘࢖͍উखΛ࠷ॏࢹ 㾎 ڧ߽͸ʮࠇʯʮനʯ͕ଟ͍ͷͰɺࠩผԽͱͯ͠໌Δ͍৭Λ࢖͏ 㾎 ݩؾྑ͞ɺΘ͘Θ͘Λදݱ͢΂͘ʮΦϨϯδʯʮ྘ʯʮࠇʯʹܾΊͨ ྫ.VTJD1PDLFU

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σβΠϯࢀߟʹ͢Δͱ࡞ۀ͠΍͍͢ IUUQQUUSOTDPN

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IUUQDBQQUJWBUFDP σβΠϯࢀߟʹ͢Δͱ࡞ۀ͠΍͍͢

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"EPCF$PMPS$$ IUUQTDPMPSBEPCFDPNKBFYQMPSFNPTUVTFE UJNFBMM σβΠϯࢀߟʹ͢Δͱ࡞ۀ͠΍͍͢

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IUUQTESJCCCMFDPN σβΠϯࢀߟʹ͢Δͱ࡞ۀ͠΍͍͢

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σβΠϯΞΠίϯ੍࡞ 㾎 αʔϏεͷإͱͳΔॏཁͳσβΠϯ 㾎 ڧ߽ͱͳΔΞϓϦαʔϏεͷΞΠίϯΛௐࠪ͠·͢ 㾎 ࣗ෼ͨͪͷྑ͞Λ఻͑ΒΕΔΞΠίϯʹ͠·͢ 㾎 ڧ߽͸ɺԻූτΦʔϯه߸γϟΠχʔ༂ಈײͳͲ͕ଟ͘ɺ৭ຯ͸ɺ  ࠇന੨੺ͱ͍ͬͨجຊ৭ϝΠϯͰɺάϩ΢΍ΰʔϧυͳͲ΋ɻ ྫ.VTJD1PDLFU 㾎 ίϯηϓτΧϥʔ ᒵ ྘ ࠇ ͷ૊Έ߹Θͤ͸ͳ͍ɺٖਓԽͨ͠ΞΠίϯ͕ͳ͍  ͷͰɺͦΕΒΛ༻͍ͨΞΠίϯΛ੍࡞ͨ͠

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σβΠϯΞΠίϯ੍࡞ʢࢀߟʣ

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σβΠϯը໘σβΠϯ 㾎 ͻͨ͢Βؤுͬͯ࡞Γ·͢

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σβΠϯݕূ 㾎 ࠷ޙʹଞਓʹݟͯ΋Β͏ 㾎 ΞΠίϯʹڵຯΛ͔࣋ͭ 㾎 σβΠϯίϯηϓτʹͲͷΑ͏ʹ൓Ԡ͢Δ͔ 㾎 ࢖͍উख͸໰୊ͳ͍͔ɺͳͲ ࣮ػςετ࣌ͷมߋ఺ΛݮΒ͢͜ͱ͕Ͱ͖·͢

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σβΠϯ0WFS7JFXʢ࠶ܝʣ 㾎શମͷσβΠϯΛܾΊΔ 㾎ΞΠίϯΛ੍࡞͢Δ 㾎ը໘σβΠϯΛߦ͏ 㾎ݕূ͢Δ

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શମઃܭ اը σβΠϯ શମઃܭ ։ൃ ϦϦʔε ಺෦ઃܭ ࣮૷ ݕূ ػೳ͝ͱʹ։ൃ

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શମઃܭ0WFS7JFX 㾎γεςϜશମ૾ͷ࡞੒ 㾎಺෦ઃܭΛߦ͏ 㾎࡞ۀચ͍ग़͠ɺεέδϡʔϦϯά 㾎ٕज़తෆ໌఺ͷྻڍ

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γεςϜઃܭશମ૾ $MJFOU ϥϯΩϯά ഑৴αʔόʔ :PVUVCF "1* ϥϯΩϯά ࡞੒όον J5VOFT 3BOLJOH344 ϩάαʔόʔ ޿ࠂαʔόʔ

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γεςϜઃܭ಺෦ઃܭ ΞϓϦ಺෦ઃܭ 7JFX $POUSPMMFS 3BOLJOH4FSWJDF ϥϯΩϯά഑৴ :PVUVCF4FSWJDF :PVUVCF "1* 1PDLFU4FSWJDF %# "DUJWJUZ4FSWJDF ϩάऩू "E4FSWJDF ޿ࠂ഑৴

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γεςϜઃܭ಺෦ઃܭ ΞϓϦ಺෦ઃܭ 7JFX $POUSPMMFS 㾎 HFU$PVOUSJFT -JTU$PVOUSZ 㾎 HFU(FOSFT DPVOUSZ*E -JTU(FOSF 㾎 HFU*UFNT DPVOUSZ*E HFOSF*E -JTU.VTJD 3BOLJOH4FSWJDF ϥϯΩϯά഑৴

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γεςϜઃܭ࡞ۀચ͍ग़͠ 㾎 ४උ 㾎 αʔόʔͷηοτΞοϓʢQIQ OHJOY NZTRM FUDʣ 㾎 ։ൃϨϙδτϦͷ४උ 㾎 ϥϯΩϯάੜ੒ 㾎 ࠃผδϟϯϧผϥϯΩϯά৘ใͷऔಘ 㾎 :PVUVCF৘ใඥ෇͚ 㾎 ഑৴αʔόʔ΁σϓϩΠδϣϒ 㾎 ΞϓϦ࡞੒ 㾎 ϥϯΩϯάදࣔػೳ 㾎 ۂৄࡉදࣔػೳ 㾎 ۂ࠶ੜػೳ 㾎 FUD 㾎 ʜ 㾎 ϦϦʔε ચ͍ग़ͤͳ͍৔߹ʹ͸ʁ ˠࣗ໰ࣗ౴ͯ͠ɺԿʹ٧·͍ͬͯΔͷ͔Λݟ͚ͭΔ ˠϝϯλʔͱ࿩ͯ͠ΈΑ͏

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γεςϜઃܭεέδϡʔϧܾΊ 㾎 ४උ 㾎 αʔόʔͷηοτΞοϓʢQZUIPO OHJOY KFOLJOT FUDʣɹ݄X 㾎 ։ൃϨϙδτϦͷ४උɹ݄X 㾎 ϥϯΩϯάੜ੒ 㾎 ࠃผδϟϯϧผϥϯΩϯά৘ใͷऔಘɹ݄X 㾎 :PVUVCF৘ใඥ෇͚ɹ݄X 㾎 ഑৴αʔόʔ΁σϓϩΠδϣϒɹ݄X 㾎 ΞϓϦ࡞੒ 㾎 ϥϯΩϯάදࣔػೳɹ݄X 㾎 ۂৄࡉදࣔػೳɹ݄X 㾎 ۂ࠶ੜػೳɹ݄X 㾎 FUD 㾎 ʜ 㾎 ϦϦʔεɹ݄೔༧ఆ ϚΠϧετʔϯΛઃఆ͢Δ ˠத໨ඪΛ͍͔ͭ͘࡞ΓɺͦΕʹ޲͔ͬͯؤுΔ ˠۙ৔ͷεέδϡʔϧ͕ݟ͍͑ͯΔํ͕஗ΕͮΒ͍

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γεςϜઃܭٕज़తෆ໌఺ͷྻڍ 㾎 ४උ 㾎 QIQ OHJOY NZTRMΛΠϯετʔϧ͢Δʹ͸ʁ 㾎 ϥϯΩϯάੜ੒ 㾎 J5VOFT344ͷ࢖͍ํ͸ʁ 㾎 :PVUVCF"1*͸ͲͷΑ͏ͳ΋ͷ͔ʁͲ͏΍ͬͯ࢖͏ʁ 㾎 ΞϓϦ࡞੒ 㾎 ඇಉظ"1*௨৴͸ͲͷΑ͏ʹߦ͏͔ʁ 㾎 :PVUVCFͷը૾Λਖ਼ํܗʹද͍͚ࣔͨ͠Ͳɾɾɾʁ 㾎 FUD ɾͰ͖Δ͚ͩ୔ࢁચ͍ग़͢ ݸʙ ɾચ͍ग़͠੾Δͱɺ৺ʹ༨༟͕ੜ·ΕΔ ɾ࣮૷લʹ՝୊ղܾ͢Δͱɺεέδϡʔϧ͕஗ΕͮΒ͍

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શମઃܭ·ͱΊ 㾎γεςϜશମ૾ͷ࡞੒ 㾎಺෦ઃܭΛߦ͏ 㾎࡞ۀચ͍ग़͠ɺεέδϡʔϦϯά 㾎ٕज़తෆ໌఺ͷྻڍ

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։ൃ اը σβΠϯ શମઃܭ ։ൃ ϦϦʔε ಺෦ઃܭ ࣮૷ ݕূ ػೳ͝ͱʹ։ൃ

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։ൃ0WFS7JFX 㾎ઃܭͱ࣮૷͸෼͚Δ 㾎ݕূ͸ࡉ͔͘ߦ͏ 㾎ЋϦϦʔεΛੵۃతʹߦ͏

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㾎 ઃܭͨ͠಺༰ΛίʔσΟϯά͢ΔͷΈɻಉ࣌ʹ೰·ͳ͍ɻ 㾎 ʢඞཁʹԠͯ͡ʣ಺෦ઃܭ΋ੵۃతʹߦ͏ɻ 㾎 ʢ๻ͷ৔߹͸ʣιʔείʔυ্ʹઃܭΛॻ͖·͢ɻ 㾎ઃܭͱ࣮૷͸෼͚Δ 㾎ݕূ͸ࡉ͔͘ߦ͏ 㾎 ͪΐͬͱॻ͍ͯ͸ςετɺͪΐͬͱॻ͍ͯ͸ςετʜ 㾎 ͜ͷ࣌఺Ͱߟ͑ΒΕΔෳ਺ͷςετΛͯ͠͠·͏ 㾎 গͣͭ͠඼࣭ͷྑ͍ϞδϡʔϧΛ૿΍͍ͯ͘͠Πϝʔδ ։ൃઃܭ࣮૷ݕূ

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։ൃઃܭ࣮૷ݕূʢྫʣ var Ranking = function () {} Ranking.prototype.getItems = function (cId, gId) { }

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։ൃઃܭ࣮૷ݕূʢྫʣ var Ranking = function () {} Ranking.prototype.getItems = function (cId, gId) { } // ฦ٫ // ݁ՌͷՃ޻ // 0݅νΣοΫ // apiίʔϧ ·ͣ͸ઃܭΛॻ͘

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։ൃઃܭ࣮૷ݕূʢྫʣ var Ranking = function () {} Ranking.prototype.getItems = function (cId, gId) { } // ฦ٫ // ݁ՌͷՃ޻ // 0݅νΣοΫ // apiίʔϧ ͜͜Ͱςετ

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։ൃઃܭ࣮૷ݕূʢྫʣ var Ranking = function () {} Ranking.prototype.getItems = function (cId, gId) { var results = api(‘/ranking/items’, {cid: cid, gid: gid}); } ͙͢ʹςετ // ฦ٫ // ݁ՌͷՃ޻ // 0݅νΣοΫ // apiίʔϧ

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։ൃઃܭ࣮૷ݕূʢྫʣ var Ranking = function () {} Ranking.prototype.getItems = function (cId, gId) { var results = api(‘/ranking/items’, {cid: cid, gid: gid}); if (results === null || results.length === 0) return []; } ·ͨςετ // ฦ٫ // ݁ՌͷՃ޻ // 0݅νΣοΫ // apiίʔϧ

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։ൃઃܭ࣮૷ݕূʢྫʣ var Ranking = function () {} Ranking.prototype.getItems = function (cId, gId) { var results = api(‘/ranking/items’, {cid: cid, gid: gid}); if (results === null || results.length === 0) return []; var musicList = this._createMusicList(results); return musicList; } ·ͨ·ͨςετ // ฦ٫ // ݁ՌͷՃ޻ // 0݅νΣοΫ // apiίʔϧ

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։ൃઃܭ࣮૷ݕূʢྫʣ var Ranking = function () {} Ranking.prototype.getItems = function (cId, gId) { var results = api(‘/ranking/items’, {cid: cid, gid: gid}); if (results === null || results.length === 0) return []; var musicList = this._createMusicList(results); return musicList; } ׬੒ // ฦ٫ // ݁ՌͷՃ޻ // 0݅νΣοΫ // apiίʔϧ

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։ൃЋϦϦʔε 㾎ЋϦϦʔεΛੵۃతʹߦ͏ 㾎 ػೳΛ࡞੒ͨ͠ΒɺͲ͔͜ΒͰ΋࢖͑Δঢ়ଶʹ͢Δ 㾎 ྫ͑͹ɺ௨ۈ௨ֶத΍͓னٳΈͳͲɺ෼͔ΒσόοάͰ͖Δ 㾎 "1*Λͭ࡞ͬͯެ։ɺͭ࡞ͬͯެ։ɺը໘Λຕ࡞ͬͯެ։ɺʜ 㾎 ϦϦʔεείʔϓΛখ͘͢͞Δ͜ͱͰɺ඼࣭ˍ։ൃεϐʔυ61

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։ൃ·ͱΊ 㾎 Կ΋ߟ͑ͣʹίʔσΟϯάͰ͖Δঢ়ଶΛ࡞Δ 㾎 ٯʹݴ͑͹ɺ࣮૷தʹߟ͑Δ͜ͱ͕͋ΔͳΒɺखΛࢭΊͯ͠·͏ 㾎 ͍ͭͰ΋σόοάͰ͖Δ؀ڥΛ࡞Δ 㾎 ͨͬͨ෼Ͱ΋඼࣭Ξοϓ͕Ͱ͖Δ

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ϦϦʔε اը σβΠϯ શମઃܭ ։ൃ ϦϦʔε ಺෦ઃܭ ࣮૷ ݕূ ػೳ͝ͱʹ։ൃ

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ຊϦϦʔε0WFS7JFX 㾎 ઃܭͰ࡞ͬͨϦϦʔεϊʔτΛݩʹެ։͠Α͏ 㾎 ஏ͔͍ͣ͠ͱ͔ؔ܎ͳࣗ͘৴Λ࣋ͬͯެ։͠Α͏ 㾎 ର৅Ϣʔβʔͷ໾ʹཱͯ͹0,ʢશϢʔβʔͰ͸ͳ͍ʣ 㾎 ྑ͘΋ѱ͘΋ਓ͸ଞਓʹແؔ৺ 㾎 ͚ͩͲ༏͘͠ίϝϯτ͘ΕΔਓ΋͍Δ

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։ൃϫʔΫϑϩʔৼΓฦΓ اը σβΠϯ શମઃܭ ։ൃ ϦϦʔε 㾎 ͭͷܾΊࣄ 㾎 .71 㾎 ը໘ߏ੒ 㾎 ϦϦʔεϊʔτ 㾎 ݕূ 㾎 શମσβΠϯ 㾎 ΞΠίϯ੍࡞ 㾎 ը໘σβΠϯ 㾎 ݕূ 㾎 γεςϜશମ૾ 㾎 ಺෦ઃܭ 㾎 ࡞ۀચ͍ग़͠ 㾎 εέδϡʔϦϯά 㾎 ٕज़తෆ໌఺ͷྻڍ 㾎 ઃܭͱ࣮૷ͷ෼཭ 㾎 ݕূΛࡉ͔͘

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։ൃϫʔΫϑϩʔৼΓฦΓ اը σβΠϯ શମઃܭ ։ൃ ϦϦʔε 㾎 ͭͷܾΊࣄ 㾎 .71 㾎 ը໘ߏ੒ 㾎 ϦϦʔεϊʔτ 㾎 ݕূ 㾎 શମσβΠϯ 㾎 ΞΠίϯ੍࡞ 㾎 ը໘σβΠϯ 㾎 ݕূ 㾎 γεςϜશମ૾ 㾎 ಺෦ઃܭ 㾎 ࡞ۀચ͍ग़͠ 㾎 εέδϡʔϦϯά 㾎 ٕज़తෆ໌఺ͷྻڍ 㾎 ઃܭͱ࣮૷ͷ෼཭ 㾎 ݕূΛࡉ͔͘ ࡞ۀΛ෼͚Δݕূ͸ࡉ͔͘

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*NBHFIUUQTqJDLSQDI;T շదίʔσΟϯά

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շదίʔσΟϯά 㾎ઃܭͱ࣮૷Λ෼͚Δ 㾎(PPHMFྗ͕ߴ͍ 㾎࣮૷ͱςετΛ΄΅ಉ࣌ʹߦ͏

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շదίʔσΟϯά 㾎(PPHMFྗ͕ߴ͍ 㾎 Τϥʔʹૺ۰ͨ͠৔߹ɺ࣮ݱํ๏͕ෆ໌ͳ৔߹ʹ͍͔ʹૣ͘ղܾͰ͖Δ͔ʁ 㾎 (PPHMFͰͷݕࡧྗ͕େ͖ͳϙΠϯτ 㾎࣮૷ͱςετΛ΄΅ಉ࣌ʹߦ͏ 㾎ઃܭͱ࣮૷Λ෼͚Δ

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շదίʔσΟϯά(PPHMFݕࡧΛӳޠʹʂ IUUQTXXXHPPHMFDPKQQSFGFSFODFTMBOHVBHFT

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շదίʔσΟϯά(PPHMFݕࡧྫ 㾎 ݴޠ໊ ػೳ໊ ʜ 㾎 ྫɿʮQZUIPOMJTUTPSULFZʯɺʮQZUIPOUSZFYDFQUTUBDLUSBDFʯɺFUD 㾎 ؀ڥ ػೳ໊ ΍Γ͍ͨ͜ͱ ʜ 㾎 ྫɿʮMJOVYDQV࢖༻཰֬ೝʯɺʮDFOUPTγΣϧEBUF೔લʯɺFUD 㾎 ݴޠ໊ ػೳ໊ OPUXPSL ؀ڥ ʜ 㾎 ྫɿʮQZUIPOQMPUDPMPSOPUXPSLNBDʯ 㾎 ػೳ໊ ௐ΂͍ͨ͜ͱ ʜ 㾎 ྫɿʮUXJUUFSTFBSDIBQJMJNJUʯ 㾎 ݴޠ໊ Τϥʔ৘ใ ʜ 㾎 ྫɿʮQZUIPOTPSU5ZQF&SSPSDNQJTBOJOWBMJELFZXPSEBSHVNFOUʜʯ 㾎 ྫɿʮQZUIPO*NQPSU&SSPS/PNPEVMFOBNFEʯ

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໰୊ղܾೳྗΛຏ࣮͘ફ

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໰୊ղܾ࣮ફ͓୊

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໰୊ղܾ࣮ફཁ݅ 㾎 8FCϖʔδͰάϥϑΛඳը͢Δ 㾎 "1*ͷ݁ՌΛɺಈతʹදࣔ͢Δ 㾎 දࣔ͢Δͱ͖ʹɺΞχϝʔγϣϯΛ͚ͭΔ 㾎 Z࣠ʹ͍ͭͯɺࠨ͸๮άϥϑ༻ɺӈ͸ંΕઢάϥϑ༻ʹ࢖͏ 㾎 ๮άϥϑ͸ɺগ͠άϥσʔγϣϯΛ͔͚Δ 㾎 άϥϑશମʹɺগ͠γϟυ΢Λ͚ͭΔ 㾎 ຌྫ͸ӈ্ʹදࣔ͢Δ

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໰୊ղܾ࣮ફਐΊํ ͲͷΑ͏ʹ׬੒·ͰਐΊ·͔͢ʁ ʢͲΕ͘Β͍ͷظؒͰ׬੒Ͱ͖·͔͢ʁʣ

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໰୊ղܾ࣮ફਐΊํ ͨͱ͑׳Εͳ͍ٕज़ͩͬͨͱͯ͠΋ɺ ࣗྗͰղܾͯ͠ظ଴Ҏ্ͷΞ΢τϓοτΛग़͢

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㾎 ࢓༷Λཧղ͢Δ 㾎 ࡞ۀ߲໨Λચ͍ग़͢ 㾎 ෆ໌఺Λચ͍ग़ͯ͠ɺղফ͢Δ 㾎 ࣮૷͢Δ 㾎 ಈ࡞ςετ 㾎 ׬੒ʂ ໰୊ղܾ࣮ફਐΊํ

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㾎 ࢓༷Λཧղ͢Δ 㾎 ࡞ۀ߲໨Λચ͍ग़͢ 㾎 ෆ໌఺Λચ͍ग़ͯ͠ɺղফ͢Δ 㾎 ࣮૷͢Δ 㾎 ಈ࡞ςετ 㾎 ׬੒ʂ ໰୊ղܾ࣮ફਐΊํ

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໰୊ղܾ࣮ફ࡞ۀ߲໨Λચ͍ग़ͦ͏ 㾎 άϥϑඳըͷϥΠϒϥϦΛೖख͢Δ 㾎 σϞαΠτΛࢀߟʹɺ๮άϥϑΛ࣮ͭ૷ͯ͠ΈΔ 㾎 ͭ໨ͷ๮άϥϑΛදࣔ͢Δ 㾎 ͭ໨ͷάϥϑʢંΕઢάϥϑʣΛදࣔ͢Δ 㾎 Z࣠ͷࠨΛ๮άϥϑʹɺӈΛંΕઢάϥϑʹׂΓ౰ͯΔ 㾎 ຌྫΛදࣔͯ͠ΈΔ 㾎 ๮άϥϑΛάϥσʔγϣϯʹ͢Δ 㾎 άϥϑͷԼʹγϟυ΢Λදࣔ͢Δ 㾎 "1*݁ՌΛಈతʹදࣔͰ͖ΔΑ͏ʹ͢Δ 㾎 ࡉ͔͘දࣔσβΠϯΛमਖ਼͢Δ 㾎 άϥϑαΠζ ઢͷଠ͞ Z࣠ͷิॿઢ FUD ࡞ۀ಺༰͕ᡰʹམͪΔ·Ͱɺ ϒϨΠΫμ΢ϯ͢Δ

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໰୊ղܾ࣮ફෆ໌఺Λચ͍ग़ͦ͏ 㾎 άϥϑඳըͷϥΠϒϥϦΛೖख͢Δ 㾎 σϞαΠτΛࢀߟʹɺ๮άϥϑΛ࣮ͭ૷ͯ͠ΈΔ 㾎 ͭ໨ͷ๮άϥϑΛදࣔ͢Δ 㾎 ͭ໨ͷάϥϑʢંΕઢάϥϑʣΛදࣔ͢Δ 㾎 Z࣠ͷࠨΛ๮άϥϑʹɺӈΛંΕઢάϥϑʹׂΓ౰ͯΔ 㾎 ຌྫΛදࣔͯ͠ΈΔ 㾎 ๮άϥϑΛάϥσʔγϣϯʹ͢Δ 㾎 άϥϑͷԼʹγϟυ΢Λදࣔ͢Δ 㾎 "1*݁ՌΛಈతʹදࣔͰ͖ΔΑ͏ʹ͢Δ 㾎 ࡉ͔͘දࣔσβΠϯΛमਖ਼͢Δ 㾎 άϥϑαΠζ ઢͷଠ͞ Z࣠ͷิॿઢ FUD

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㾎 άϥϑඳըͷϥΠϒϥϦΛೖख͢Δ 㾎 ݕࡧϫʔυʮ+BWBTDSJQUάϥϑϥΠϒϥϦʯ 㾎 σϞαΠτΛࢀߟʹɺ๮άϥϑΛ࣮ͭ૷ͯ͠ΈΔ 㾎 ݕࡧϫʔυʮ$IBSUKT๮άϥϑʯ 㾎 ͭ໨ͷ๮άϥϑΛදࣔ͢Δ 㾎 ݕࡧϫʔυʮ$IBSUKTάϥϑෳ਺ʯ 㾎 ͭ໨ͷάϥϑʢંΕઢάϥϑʣΛදࣔ͢Δ 㾎 ݕࡧϫʔυʮ$IBSUKTંΕઢάϥϑʯ 㾎 Z࣠ͷࠨΛ๮άϥϑʹɺӈΛંΕઢάϥϑʹׂΓ౰ͯΔ 㾎 ݕࡧϫʔυʮ$IBSUKTZ࣠ͭʯ 㾎 ຌྫΛදࣔͯ͠ΈΔ 㾎 ݕࡧϫʔυʮ$IBSUKTຌྫΧελϚΠζʯʮ$IBSUKTDVTUPNMFHFOEʯ ໰୊ղܾ࣮ફෆ໌఺Λղফ͠Α͏

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㾎 ๮άϥϑΛάϥσʔγϣϯʹ͢Δ 㾎 ݕࡧϫʔυʮ$IBSUKT๮άϥϑάϥσʔγϣϯʯʮ$IBSUKTCBSHSBEJFOUʯ 㾎 άϥϑͷԼʹγϟυ΢Λදࣔ͢Δ 㾎 ݕࡧϫʔυʮ$IBSUKTDIBSUBSFBTIBEPXʯʮ$IBSUKTDIBSU"SFBCBDLHSPVOEDPMPSʯ 㾎 "1*݁ՌΛಈతʹදࣔͰ͖ΔΑ͏ʹ͢Δ 㾎 ࡉ͔͘දࣔσβΠϯΛमਖ਼͢Δ 㾎 άϥϑαΠζ ઢͷଠ͞ Z࣠ͷิॿઢ FUD 㾎 ݕࡧϫʔυʮ$IBSUKTHSBQITJ[FSFTQPOTJWFʯ 㾎 ݕࡧϫʔυʮ$IBSUKTCBSXJEUIʯ 㾎 ݕࡧϫʔυʮ$IBSUKTDPOpHZBYJTʯ 㾎 ಈ࡞ςετ 㾎 ׬੒ʂ ໰୊ղܾ࣮ફෆ໌఺Λղফ͠Α͏

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ͱɺ͜Μͳײ͡Ͱෆ໌఺Λղফ͠·͢ɻ ʢ࣮૷Ͱ͖ͦ͏ͳงғؾ͕ग़͖ͯ·͔ͨ͠ʁʣ ໰୊ղܾ࣮ફෆ໌఺Λղফ͠Α͏ ˞ͪͳΈʹղফ·Ͱʹ๻͸ɺʙ೔͔͔Γ·ͨ͠

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շదίʔσΟϯά·ͱΊ 㾎ઃܭͱ࣮૷Λ෼͚Δ 㾎(PPHMFྗ͕ߴ͍ 㾎࣮૷ͱςετΛ΄΅ಉ࣌ʹߦ͏

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0WFS7JFX ·ͱΊ

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·ͱΊ 㾎 ։ൃϑϩʔΛମݧ͠·ͨ͠ 㾎 اըˠσβΠϯˠઃܭεέδϡʔϧˠ։ൃˠϦϦʔε 㾎 ࡞ۀΛࡉ͔͘෼͚Δ͜ͱʢˠγϯϓϧʹߟ͑ΒΕΔʣ 㾎 ݕূΛࡉ͔͘ߦ͏͜ͱʢˠૣظόάൃݟͰσόοά࣌ؒΛ୹ॖʣ 㾎 շదίʔσΟϯάͷϙΠϯτ 㾎 ઃܭͱ࣮૷͸෼͚Δ 㾎 ࣮૷ͱςετ͸΄΅ಉ࣌ʹߦ͏ 㾎 (PPHMFྗΛຏ͘ˠ໰୊ղܾೳྗ͕ඇৗʹେ੾ɻ

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Ξυόϯε 㾎 ϒϩάΛॻ͜͏ 㾎 εΩϧఆணͷͨΊɺࣗ෼ͷୈ̎ͷ೴ͷͨΊɺηϧϑϒϥϯσΟϯάͷͨΊ

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Thank you http://www.yoheim.net @yoheiMune IUUQTqJDLSQN[N2,