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ZOZOのGlobal ECを支えるフロントエンド / Frontend of ZOZO Gl...

ZOZOのGlobal ECを支えるフロントエンド / Frontend of ZOZO Global EC

大規模サービスを支えるフロントエンドの技術・設計紹介と課題解決について

Nahoko Ushirokawa

December 15, 2018
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  1. Copyright © ZOZO Technologies, Inc. All Rights Reserved. େن໛αʔϏεΛࢧ͑ΔϑϩϯτΤϯυͷٕज़ɾઃܭ঺հͱ ՝୊ղܾʹ͍ͭͯ

    גࣜձࣾ;0;0ςΫϊϩδʔζ ։ൃ෦ দҪ ࡊึࢠ ;0;0ͷ(MPCBM&$Λࢧ͑Δ ϑϩϯτΤϯυ
  2. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ϓϩϑΟʔϧ ϓϥΠϕʔτϒϥϯυʮ;0;0ʯւ֎޲͚&$αΠτͷ8&#

    ϑϩϯτΤϯυ։ൃνʔϜॴଐɻ 8&#ΤϯδχΞϦϯάશൠ͕޷͖Ͱ͢ɻ4DBMBΛษڧதɻ ;0;0ςΫϊϩδʔζ ։ൃ෦ দҪ ࡊึࢠʢ·͍ͭ ͳ΄͜ʣ
  3. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ ೔ຊ࠷େڃͷϑΝογϣϯγϣοϐϯάαΠτΞϓϦ

    ˓  Ҏ্ͷγϣοϓɺ Ҏ্ͷϒϥϯυͷऔΓѻ͍ ʢ೥݄຤࣌఺ʣ ˓ ৗ࣌ສ఺Ҏ্ͷ঎඼ΞΠςϜ਺ͱຖ೔ฏۉ ఺Ҏ্ͷ ৽ண঎඼Λܝࡌ ˓ ଈ೔഑ૹαʔϏε ΪϑτϥοϐϯάαʔϏε πέ෷͍ ͳͲ IUUQ[P[PKQ
  4. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ ೔ຊ࠷େڃͷϑΝογϣϯίʔσΟωʔτΞϓϦ

    ˓  ສμ΢ϯϩʔυಥഁɺίʔσΟωʔτ౤ߘ૯਺͸ສ݅ Ҏ্ʢͱ΋ʹ೥݄຤࣌఺ʣ ˓ શੈքʢ"QQ4UPSF(PPHMFQMBZ͕ར༻ՄೳͳશͯͷࠃʣͰ μ΢ϯϩʔυ͕Մೳ ˓ ສਓҎ্ͷϑΥϩϫʔΛ࣋ͭϢʔβʔʢ8&"3*45"ʣ΋஀ੜ IUUQTXFBSKQ
  5. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ ౰͕ࣾಠࣗʹ։ൃͨ͠࠾ੇ༻ϘσΟʔεʔπ

    ˓ શମʹࢪ͞ΕͨυοτϚʔΧʔΛεϚʔτϑΥϯΧϝϥͰ౓ ࡱӨ͢Δ͜ͱͰɺମܕσʔλΛܭଌ ˓ ܭଌͨ͠ମܕσʔλ͸ɺॠ࣌ʹ%ϞσϧԽ͞Εɺ;0;0508/Ξ ϓϦʹอଘɻ%Ϟσϧ͸͋ΒΏΔ֯౓ʹಈ͔͢͜ͱ͕Ͱ͖ɺମܕΛ ౓νΣοΫ͢Δ͜ͱ͕Մೳ IUUQ[P[PKQ[P[PTVJU
  6. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ʮ;0;046*5ʯͰܭଌͨ͠ମܕσʔλΛ΋ͱʹɺҰਓͻͱΓͷମ ܕʹ߹ͬͨʮ͋ͳͨαΠζʯͷΞΠςϜ

    ˓ʮڀۃͷϑΟοτײʯΛ࣮ݱͨ͠ϕʔγοΫΞΠςϜΛఏڙ ˓ άϩʔόϧαΠτʮ;0;0DPNʯͰւ֎ల։ ˓ ΞΠςϜ ̩γϟπɺσχϜύϯπɺγϟπɺϏδωεεʔπɺ ωΫλΠɺϘʔμʔ̩γϟπɺ௕କΫϧʔωοΫ̩γϟπ ͳͲ IUUQ[P[PKQQC
  7. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ʮ;0;046*5ʯͰܭଌͨ͠ମܕσʔλΛ΋ͱʹɺҰਓͻͱΓͷମ ܕʹ߹ͬͨʮ͋ͳͨαΠζʯͷΞΠςϜ

    ˓ʮڀۃͷϑΟοτײʯΛ࣮ݱͨ͠ϕʔγοΫΞΠςϜΛఏڙ ˓ άϩʔόϧαΠτʮ;0;0DPNʯͰւ֎ల։ ˓ ΞΠςϜ ̩γϟπɺσχϜύϯπɺγϟπɺϏδωεεʔπɺ ωΫλΠɺϘʔμʔ̩γϟπɺ௕କΫϧʔωοΫ̩γϟπ ͳͲ IUUQ[P[PKQQC
  8. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ;0;0(MPCBM&$ʹ͍ͭͯ ɾIUUQT[P[PDPN

    ɾ;0;0508/ IUUQ[P[PKQ ͱ͸ҟͳΔαΠτ ɾϓϥΠϕʔτϒϥϯυʮ;0;0ʯͷ঎඼ͷΈΛൢച ɾ8FC J04ΞϓϦ "OESPJEΞϓϦͰల։ ɾશੈք޲͚ʢ഑ૹର৅Χࠃʣ
  9. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ;0;0(MPCBM&$ʹ͍ͭͯ ɾ;0;0ͷ਺͋ΔϓϩμΫτͷதͰ΋

    ಛʹٸܹͳϏδωε੒௕͕ظ଴͞ΕΔ ɾ഑ૹର৅ࠃ͕ଟذʹ౉Δ͜ͱ͔Β ෺ྲྀΦϖϨʔγϣϯͷϋʔυϧ͕ߴ͘ɺ ҆ఆՔಇͷͨΊͷػೳվળ͕ઈ͑ͳ͍ ɾಉ࣌ʹ6*69վળ΋ਐΊ͍ͯΔ ɾ௨ৗͷ&$αΠτΑΓػೳ͕ଟ͍
  10. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ;0;0(MPCBM&$ʹ͍ͭͯ ɾ঎඼Χλϩά

    ɾΧʔτ ɾܾࡁʴ஫จɺ஫จཤྺ ɾฦ඼ʗަ׵ ɾଟݴޠରԠ ɾ഑ૹର৅Χࠃ͝ͱͷग़͠෼͚ &$αΠτʹΑ͋͘Δػೳ ւ֎޲͚ͳΒͰ͸ͷػೳ ɾ;0;046*5Ͱͷܭଌɺܭଌཤྺ ɾ঎඼ͷ෦Ґ͝ͱͷαΠζௐ੔ ;0;0ͳΒͰ͸ͷػೳ
  11. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ;0;0(MPCBM&$ͷϑϩϯτΤϯυ Vue.js

    Vuex Vue Router Typescript ঢ়ଶ؅ཧ ܕ Single Page Application
  12. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ;0;0(MPCBM&$ͷϑϩϯτΤϯυ Vue.js

    Nuxt.js ʢͪͳΈʹʣ4&0ରࡦͷͨΊ443໨తͰ/VYUKTʹҠߦத
  13. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ϑϩϯτΤϯυ࣮૷঺հ 7VF͸ଞϥΠϒϥϦͱ૊Έ߹ΘͤΔͷ͕؆୯

    ɾܭଌ%Ϟσϧ͸5ISFFKTΛ࢖ͬͯ8FC(-Ͱඳը  ZBSOBEEr%UISFFUISFFNFTIMJOF !UZQFTUISFF
  14. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ϑϩϯτΤϯυ࣮૷঺հ ෳࡶͳೖྗ߲໨΋7VFίϯϙʔωϯτͰ࢖͍΍͘͢

    ɾ঎඼αΠζͷ͓޷Έௐ੔6* ਌ίϯϙʔωϯτͱͷؒͰɺαΠζͷબ୒஋Λ ૒ํ޲όΠϯσΟϯάʢ਌ଆͰ௚ײతʹϚʔΫΞοϓʣ ˣTFMFDUFE4J[Fʹ બ୒஋͕ϦΞϧλΠϜͰ൓ө
  15. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ϑϩϯτΤϯυ࣮૷঺հ ଟݴޠԽ

    ɾWVFJO ɾ຋༁ςΩετ͸KTPOϑΝΠϧͰҰׅ؅ཧ { “home”: { “how_it_works”: “How It Works”, … } … } { “home”: { “how_it_works”: “So funktioniert’s”, … } … } /us/en /de/de
  16. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ϑϩϯτΤϯυ͔ΒΈͨ;0;0 (MPCBM

    &$ ɾ঎඼Χλϩά ɾΧʔτ ɾܾࡁʴ஫จɺ஫จཤྺ ɾฦ඼ʗަ׵ ɾଟݴޠରԠ ɾ഑ૹର৅Χࠃ͝ͱͷग़͠෼͚ &$αΠτʹΑ͋͘Δػೳ ւ֎޲͚ͳΒͰ͸ͷػೳ ɾ;0;046*5Ͱͷܭଌɺܭଌཤྺ ɾ঎඼ͷ෦Ґ͝ͱͷαΠζௐ੔ ;0;0ͳΒͰ͸ͷػೳ ຋༁ςΩετ؅ཧ ຋༁ऀͱͷ΍ΓͱΓ ෳ਺ݴޠରԠͷϨΠΞ΢τ ௨՟ɾ੫ֹɾ୲౰๏ਓɾ ૹྉɾॅॴϑΥʔϚοτ ͳͲͷҧ͍ αΠζ͕ଟ͍ͨΊ ঎඼σʔλ͕ෳࡶ ૔ݿ͕ෳ਺ͷࠃʹ͋Γࡏݿ؅ ཧ΍഑ૹ৘ใͷ؅ཧ͕େม ੈքதͰܾࡁͰ͖Δ ࢓૊Έͷ೉͠͞ ஫จཤྺ͸஍ҬʹΑΔ ഑ૹํ๏ͷࠩҟΛ ͏·͘ඪ४Խ͢Δඞཁ͋Γ ଞʹྫͷͳ͍ ৽͍͠ػೳͷͨΊ ελϯμʔυ͕ͳ͍ ࢓༷͕ෳࡶ ˠߟ͑Δ͜ͱ͕ͨ͘͞Μʜ
  17. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ;0;0(MPCBM։ൃνʔϜ "!),$

    ),, &*+#+$-WEB. %!+$  (,,    ↑  ,' 20
  18. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ;0;0(MPCBMϑϩϯτΤϯυ WEB

    νʔϜ ɾਓ਺͕গͳ͍ ɾνʔϜ಺Ͱػೳ͝ͱͷ෼୲Λઃ͚ΒΕͳ͍ ɾσΟϨΫλʔ͕͍ͳ͍ ˠΤϯδχΞ͕Ϗδωεཁ݅ఆٛ΍࢓༷ௐ੔·Ͱߦ͏͜ͱ͕ଟ͍ ɾ΄΅ࠓ೥ͷՆҎ߱ʹࢀೖͨ͠ϝϯόʔͰߏ੒͞Ε͍ͯΔ ˠ࢓༷ࡦఆͷܦҢͳͲ೺Ѳ͍ͯ͠Δϝϯόʔ͕ݶΒΕΔ ɾϑϩϯτΤϯυΤϯδχΞͱҰݴʹݴͬͯ΋ʜ ˠϝϯόʔʹΑͬͯಘҙͳ࣮૷ྖҬ͕ҟͳΔ FYϚʔΫΞοϓɾϦΞΫςΟϒɾ௨৴ɾΞχϝʔγϣϯɾ8FC7JFXɾঢ়ଶ؅ཧɾΞʔΩςΫνϟ ʜ
  19. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ϑϩϯτΤϯυͷ๊͑Δ՝୊ ݶΒΕͨϝϯόʔͰαʔϏεΛࢧ͑Δʹ͸ʜ

    ɾεϐʔυײͱ҆ఆײͷόϥϯε͕औΕͨ։ൃελΠϧ͕ඞཁ ɾλεΫ͝ͱʹҟͳΔΞϓϩʔνͰ։ൃΛਐΊͳ͍ͱ αʔϏε੒௕ʹ͍͍͚ͭͯͳ͍ FYσβΠϯมߋͱ"1*࢓༷มߋͷରԠͰ͸ɺؾʹ͢Δ఺΍ඞཁͱͳΔεΩϧ͕શ͘ҟͳΔ ɾʮ࢓༷ʹৄ͘͠ͳ͍ͷͰ࣮૷Ͱ͖·ͤΜʯͱݴ͍ͬͯΒΕͳ͍ ͏·͘࡞ۀ෼୲͍ͨ͠ʂ
  20. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ޮ཰తͳ࡞ۀ෼୲Λ͠Α͏ͱͯ͠΋࣮૷্͜Μͳ໰୊͕ʜ ɾ7VFYϞδϡʔϧͷ੾Γํ͕౷Ұ͞Ε͍ͯͳ͍

    ɾڞ௨ॲཧ͸ԿͰ΋͔ΜͰ΋BDUJPOʹهड़͞Ε͍ͯΔ ɾ$PNQPOFOU͕ΞϓϦέʔγϣϯͷঢ়ଶʹґଘ͗ͯ͢͠࠶ར༻ੑΛ͍͍ܽͯΔ ɾόοΫΤϯυ࿈ܞ෦෼ͱ7JFX͕ີ݁߹ͳͨΊɺը໘࣮૷͕"1*ͷ*'ʹৼΓճ͞ΕΔ ɾӨڹൣғௐࠪʹ͍͍͕͔͔ͪͪ࣌ؒΔͨΊมߋґཔˠݟੵ΋Γͷίετ͕ߴ͍ ɾ૯ׅͯ͠มߋʹऑ͍ ϑϩϯτΤϯυͷ๊͑Δ՝୊ ͏·͘ϨΠϠʔ෼͚͍ͨ͠ʂ
  21. Copyright © ZOZO Technologies, Inc. All Rights Reserved. 7VFKTͱ͍͏ࣗ༝ͳهड़͕ग़དྷΔ ϑϨʔϜϫʔΫΛ࢖ͬͯɺ

    ͔ͭ։ൃεϐʔυΛམͱ͞ͳ͍ํ๏Ͱ ͜ΕΒͷ՝୊ղܾʹͲ͏औΓ૊Ή͔ʁ ˠ z΄ͲΑ͍z։ൃϧʔϧͷ੍ఆ Ͳ͏͢Δ͔ʁ
  22. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ղܾࡦ ίϯϙʔωϯτ։ൃͷϧʔϧ

    ΧςΰϥΠζج४ʹ"UPNJD%FTJHOΛ࠾༻ ɾ"UPNT.PMFDVMFTʢݪࢠ ෼ࢠʣ ˠ൚༻ੑͷߴ͍ίϯϙʔωϯτʹ͢ΔͨΊɺ7VFYͷετΞͱ݁߹͠ͳ͍ɻ ͜ͷ͏ͪͲͪΒʹଐ͢Δ͔͸͋·ΓݫີʹܾΊͳ͍ɻ ɾ0SHBOJTNTʢੜମʣ ˠ7VFYͷετΞͱ݁߹ͯ͠΋0,ɻ ίϯϙʔωϯτཻ౓͸ଟذʹ౉ΔɻFYϖʔδ಺ηΫγϣϯɺϑΥʔϜ ʜ
  23. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ղܾࡦ ίϯϙʔωϯτ։ൃͷϧʔϧ

    ɾίϯϙʔωϯτͷΧλϩάϖʔδΛ࡞੒ ɾ"UPNTɾ.PMFDVMFT͸ৄࡉʹ࢓༷Λهࡌ ʢ0SHBOJTNT͸൚༻ੑͷͳ͍ίϯϙʔωϯτ΋ଟ͍ͨ Ίɺ1SPQͷ࢓༷ͷΈͷهࡌͰ΋0,ʣ ˞4UPSZCPPLͷಋೖΛݕ౼͕ͨ͠ɺ ؀ڥߏஙʹ՝୊͕͋ͬͨͨΊࣗલͰ࢓૊ΈΛ४උ
  24. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ղܾࡦ ίϯϙʔωϯτ։ൃͷϧʔϧ੍ఆϙΠϯτ

    ɾ൚༻తͳίϯϙʔωϯτͷ࠶ར༻ੑΛकΔͱ͍͏໨తʹϑΥʔΧε͢Δ ɾݫີʹ"UPNJD%FTJHOͷج४ʹԊ͍ͬͯΔ͔ʁ౳͸͋·Γߟ͑ͳ͍ ݁Ռ ཻ౓ͷେ͖͍ίϯϙʔωϯτվमͷ։ൃεϐʔυ͸མͱͣ͞ɺ ൚༻ੑͷߴ͍ίϯϙʔωϯτ͸҆શʹอक͢Δ
  25. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ղܾࡦ ετΞ։ൃͷϧʔϧ

    ɾ7VFYͷϞδϡʔϧػೳΛར༻͠ɺσʔλͷछྨ͝ͱʹ֨ೲ৔ॴΛ෼͚Δ ɾϞδϡʔϧͷ෼͚ํ͸ࢼߦࡨޡத Ϧιʔε୯ҐͰ෼͚Δ ϖʔδ୯ҐͰ෼͚Δ             ˞ίϯϙʔωϯτ୯Ґͷ৔߹΋͋Γ
  26. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ղܾࡦ ετΞ։ൃͷϧʔϧ

    Ϧιʔε୯ҐͰ෼͚Δʢݱঢ়ʣ ϖʔδ୯ҐͰ෼͚Δʢ͜͏ͳΓͦ͏ʣ ಉ͡ϦιʔεΛѻ͏ෳ਺ͷίϯϙʔωϯτͰ ࢀর͢Δঢ়ଶΛ୯ҰʹͰ͖ΔͨΊɺॲཧ͕୯७Խʁ %#্ಉ͡ϦιʔεͰ΋औಘ͢Δը໘͝ͱʹ "1*ΤϯυϙΠϯτ͕෼͔Ε͍ͯΔͨΊɺ ߋ৽ޙͷσʔλऔಘ͕݁ہෳࡶʹʜ ϖʔδ͝ͱʹ࠷దԽ͞Ε͍ͯΔ"1*ͷ*'ͷཻ౓ʹ ݟ߹ͬͨߏ੒Ͱ͸͋Δʁ ϖʔδίϯϙʔωϯτͷEBUBͰ؅ཧ͢ΔͷͱมΘΒͳ͍ ෳ਺ͷϖʔδΛލ͍Ͱอ͍࣋ͨ͠ঢ়ଶҎ֎͸ ετΞͰ؅ཧ͠ͳ͍ɻ7VFYΛۃྗബ͘͢Δ Ϟδϡʔϧͷ෼͚ํʹ͍ͭͯ৭ʑߟ͑·ͨ͠
  27. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ղܾࡦ ετΞ։ൃͷϧʔϧ੍ఆϙΠϯτ

    ɾϞδϡʔϧઃܭʹਖ਼ղ͸ͳ͍ɻϦιʔεͷܗ΍ϖʔδߏ੒ʹΑͬͯ࠷దͳܗΛબ୒ ɾঢ়ଶ؅ཧ͸ϏδωεͷมԽ͕େ͖͘Өڹ͢Δ෦෼ͳͷͰɺ Ͳ͏͍ͬͨ෼͚ํʹͳͬͨͱͯ͠΋໌֬ͰͰ͖Δ͚ͩৄࡉͳܾΊΛ੍ఆ͢Δ͜ͱ͕େࣄ ݁Ռɿ ঢ়ଶ؅ཧ͸ϏδωεͷมԽ͕େ͖͘Өڹ͢Δ෦෼ վम࣌ͷӨڹൣғΛͰ͖Δ͚ͩখ͘͞཈͑ΒΕɺ ٸ͗ͷҊ݅։ൃͰͷࣄނ͕ݮΔ
  28. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ղܾࡦ ΞʔΩςΫνϟͷϧʔϧ

    ɾϑϩϯτΤϯυͷΞϓϦέʔγϣϯશମΛϨΠϠʔ෼͚͠ɺ ֤૚Ͱ୲͏ॲཧͷϧʔϧΛ੍ఆɻͦΕͧΕґଘͯ͠΋ྑ͍࣮૷ͷΈΛ%*ɻ View /components /store Application /models /services Interface /services /adapters ৄ͘͠͸ ;0;0ͷάϩʔόϧ&$ͷϑϩϯτΤϯυΞʔΩςΫνϟઃܭ 'SPOUFOE"SDIJUFDUVSF%FTJHOPG;0;0 IUUQTTQFBLFSEFDLDPNBNBUTVLJLVGSPOUFOEBSDIJUFDUVSFEFTJHOPG[P[P ͜͜ͷTFSWJDFT͸"QQMJDBUJPO૚ͷ TFSWJDFT "CTUSBDUΫϥεͷू߹ ͷ࣮૷ 7VF $PNQPOFOU 7VFY ϑϩϯτίϯςΩετͰͷ υϝΠϯϩδοΫΛू໿
  29. Copyright © ZOZO Technologies, Inc. All Rights Reserved. ղܾࡦ View

    /components /store Application /models /services Interface /services /adapters ֎෦࿈ܞͷ࢓༷ৄ͍͠ਓ ը໘࣮૷ಘҙͳਓ υϝΠϯઃܭͰ͖Δਓ ݁Ռ ͦΕͧΕͷಘҙ෼໺ʹ߹ΘͤͨޮՌతͳ࡞ۀ෼୲͕Մೳʹ ΞʔΩςΫνϟͷϧʔϧ ɾϑϩϯτΤϯυͷΞϓϦέʔγϣϯશମΛϨΠϠʔ෼͚͠ɺ ֤૚Ͱ୲͏ॲཧͷϧʔϧΛ੍ఆɻͦΕͧΕґଘͯ͠΋ྑ͍࣮૷ͷΈΛ%*ɻ
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    վमʹΑΔ༧૝֎ͷӨڹ͕ݮΓɺෆ۩߹͕ݮগͦ͠͏ ɾʮ͜Μͳͷ΍Γ͍ͨʯ͔ΒͳΜͱͳ͘૝૾͕ͭ͘Α͏ͳൣᙝʹ ࣮ࡍͷ࡞ۀ͕ऩ·Δέʔε͕ଟ͘ͳΔͷͰɺ ґཔऀͷ૝૾ͱ։ൃऀͷग़͢޻਺ͷဃ཭͕খ͘͞ͳΓ νʔϜؒͷؔ܎͕ྑ޷ʹʢͳΓͦ͏ʣ ˡॏཁʂ
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    ϦϑΝΫλϦϯάઐ༻ͷ޻਺͸༰қʹ֬อͰ͖ͳ͍ ɾϓϩδΣΫτϨϕϧͰͷϦϑΝΫλͷ༏ઌ౓ܾΊ͸ݱ࣮తʹ͸ͳ͔ͳ͔೉͍͠ ɾ֤։ൃऀ͕ࠒ߹͍ΛΈͯɺҊ݅ͷ߹ؒʹग़དྷΔ΋ͷ͔Βࠩ͠ࠐΉͷ͕ϕλʔ /VYUKTҠߦͷΑ͏ͳϦϓϨʔεҊ݅͸େ͖ͳϦϑΝΫλνϟϯεʂ ίʔυվળͷͨΊͷ࣌ؒ͸։ൃऀ͕࡞Δ
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    ɾ೔ࠒ͔Β՝୊ʹ௚໘͍ͯ͠Δਓ͸ϦϑΝΫλͷඞཁੑʹؾ෇͖΍͍͢ ɾ͕ɺղܾͰ͖ΔΞʔΩςΫνϟͷઃܭɾ࣮૷Λ΍Γ਱͛ΒΕΔ ࣌ؒ΍εΩϧ͕ॆ෼ʹͳ͍έʔε΋͋Δ ΞʔΩςΫτͱͯ͠ྗΛൃشͰ͖Δϝϯόʔͱɺ೔ʑͷػೳ։ൃΛҾͬுΔϝϯόʔ͕ͦΕͧΕͷཱ৔Ͱͬ͘͡Γ࿩͠߹͏͜ͱ͕ඞཁ ಉ࣌ʹ͓ޓ͍ͷཱ৔Λཧղ͢Δ͜ͱ΋ඞཁɻٞ࿦ʹ͸͕͔͔࣌ؒΔ ࢥߟʹͳΒͳ͍ ɾͰ͖Δ͜ͱ͔ΒҰͭͣͭɻϒϥογϡΞοϓ͸ޙ͔Βଞͷਓ͕΍ͬͯ΋ྑ͍ FYυΩϡϝϯτ࡞Δ͕࣌ؒͳ͍ͳΒ·ͣ͸ޱ಄Ͱͷೝࣝ߹Θ͔ͤΒɻ"UPNJD%FTJHO͸΄Ͳ΄Ͳʹɻ%%%͸ษڧதͰ΋औΓೖΕͯΈΔɻ
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    7VFKT /VYUKT ͷؾܰ͞͸ͱͯ΋ศར ɾࣗ༝౓͕ߴ͍൓໘ɺࣗલͷϧʔϧΛઃ͚ͳ͍ͱΧΦεʹͳΔ ɾੈͷதʹҲΕ͍ͯΔઃܭࢥ૝Λಋೖ͢Δࡍɺ Ұ൪ղܾ͍ͨ͜͠ͱʹԊͬͯඞཁͳ෦෼ͷΈΛ গͣͭ͠औΓೖΕΔͷ͕ϑϩϯτΤϯυʹ͸ஸ౓ྑ͍ ɾਏ͍ਓ͕ࣗΒ੠Λ্͛ɺपΓΛר͖ࠐΜͰվળ͍ͯ͘͜͠ͱ͕ॏཁ
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    ɾαʔϏε։ൃ΍8&#ϑϩϯτ͕޷͖ͳਓ ʢ࠷ۙͷٕज़Α͘Θ͔Βͳͯ͘΋େৎ෉ʣ ɾେن໛ϓϩδΣΫτ͚ͩͲɺ·ͩ·ͩࢼߦࡨޡதͷνʔϜΛ ࡞͍ͬͯ͘͜ͱʹڵຯ͕͋Δਓ ืूͯ͠·͢ʂ IUUQTUFDI[P[PDPNSFDSVJUNJEDBSFFSEFUBJM