素早くおやつ(間食)の 新ブランドを立ち上げるためのLambda活用法 / lambda utilizing method

2019.04.23
X-Tech JAWS 【第7回】~平成最後のクラウド力アップ大作戦！！~
https://xtechjaws.doorkeeper.jp/events/89234
登壇資料

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[スナックミー]
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https://snaql.jp

[JQ]
https://eatjq.com

Twitter: https://twitter.com/miyoshihayato

Transcript

1. ૉૣ͓͘΍ͭ ؒ৯
   ͷ
   ৽ϒϥϯυΛ্ཱͪ͛ΔͨΊͷ
   גࣜձࣾεφοΫϛʔ
   $P'PVOEFS$50
   ࡾ޷൏ਓ
   -BNCEB׆༻๏
   

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2. ࣗݾ঺հ
   w גࣜձࣾεφοΫϛʔ
   w ࡾ޷൏ਓDPGPVOEFS$50
   w ݐஙग़਎ΤϯδχΞ
   w τϥΠΞεϩϯϚϥιϯᅂΉ
   w "84ྺ೥
   !NJZPTIJIBZBUP
   

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3. εφοΫϛʔ TOBRNF
   ͱ͸
   ඒຯ͍͠ˍ݈߁తͳʮ͓΍ͭͷαϒεΫϦϓγϣϯ#09ʯ
   ԁ ੫ࠐ
   
   छҎ্͔Βछͷ͓΍ͭΛҰਓͻͱΓʹηϨΫτ͓ͯ͠ಧ͚
   

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4. ৽͍͓͠΍ͭମݧΛ૑଄͠ɺ͓΍ͭͷ࣌ؒΛՁ஋ͷ͋Δ΋ͷʹ͢Δɻ
   ӫཆՁ͕ߴ͘ɺͦΕͰ͍ͯඒຯ͠͞ʹଥڠ͠ͳ͍εφοΫʹΑͬͯɺ͓΍ͭͦͷ΋ͷ࣭Λ্͛Δɻ
   ·ͨɺϞϊ͚ͩͰ͸ͳ͘ɺ৽͍͓͠΍ͭମݧΛσβΠϯ͠ɺ͓΍ͭͷ࣌ؒͷՁ஋Λ޲্ͤ͞Δɻ
   ͦΕʹΑͬͯɺ͓΍ͭͷ͕࣌ؒ࠼ΓͱͳΓɺ๛͔ͳੜ׆Λ࣮ݱ͢Δɻ
   εφοΫϛʔ TOBRNF
   ͱ͸
   3&"-'00% ࣗવૉࡐ
   
   

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5. υϥΠϑϧʔπɾφοπ
   τϨΠϧϛοΫε
   ম͖՛ࢠ
   νϣί
   νοϓε
   ถ՛
   ͦͷଞ
   ϑϧʔπ՛ࢠ
   قઅʹ߹Θͤͨ঎඼4,6Ҏ্Λৗ࣌ࡏݿɻຖ݄ʙΛೖΕସ͑ɻ
   εφοΫϛʔ TOBRNF
   ͱ͸
   

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6. Ϣʔβʔ͔ΒΫΠζɺϦΫΤετɺධՁͳͲͷσʔλΛऔಘ͠
   ͓ಧ͚͢Δ঎඼ΛύʔιφϥΠζ͢Δͷ͕ಛ௕
   ޷͖ݏ͍ ϦΫΤετ ϨϏϡʔ
   εφοΫϛʔ TOBRNF
   ͱ͸
   

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7. εφοΫϛʔ TOBRNF
   ͱ͸
   ੡଄ࢦࣔॻ
   ࡞੒
   ੡଄ ࡏݿొ࿥ ΞαΠϯ ϐοΩϯά ൃૹ
   * ΞαΠϯ : ͓٬༷΁ಧ͚ΔεφοΫΛબͿ͜ͱ
   ੡଄͔Βൃૹ४උ·ͰҰ؏
   

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8. ෼ੳ
   TOBDLCPY
   ͓΍ͭͷධՁ/
   ϦΫΤετ
   ৽঎඼։ൃ
   ͓΍ͭͷA/Bςετ
   ͓ಧ͚͢Δ͓΍ͭΛܾఆ
   εφοΫϛʔ TOBRNF
   ͱ͸
   

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9. ࡢ೥ͷՆ͔Βෳ਺ͷϒϥϯυ্ཱ͕͕ͪΔ
   

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10. d
    w $-&"3

    <੅Μͩɺ७ਮͳɺ͖Ε͍ͳ>
    w ২෺ੑͷϓϩςΠϯόʔ
    w ݪࡐྉ͸छྨҎԼ
    w ϓϩςΠϯͷྔdH
    w Ձ֨= ੫ࠐ
    d
    w ఆظཌӦۀ೔഑ૹ
    w IUUQTDMSCBSDPN
    

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11. d
    w छҎ্ͷϛοΫεεφοΫ

    φοπ΍υϥΠϑϧʔπͳͲ
    
    w ඒຯ͘͠ӫཆՁߴ͍
    w Ձ֨ ੫ࠐ
    
    w ͓·͔ͤఆظศ
    w IUUQTTOBRMKQ
    

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12. d
    w ݪࡐྉ͸ɺ೑ɺԘɺމᑦͷΈ
    w ߴλϯύΫͰϛωϥϧ΋๛෋
    w άϥεϑΣουϏʔϑH

    ٶ࡚ݝ࢈ͷܲͷϜω೑H
    w Ձ֨= ੫ࠐ
    
    w ཌӦۀ೔഑ૹ
    w IUUQTFBUKRDPN
    

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13. εφοΫϛʔ։͔࢝Β೥൒ޙͭ໨ͷ৽ϒϥϯυ
    ൒೥Ͱͭͷϒϥϯυ஀ੜ
    d
    d
    d
    d
    

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14. ຊ೔ͷ಺༰
    

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15. -BNCEBͱ͸
    εφοΫϛʔͱ-BNCEB
    w -BNCEB׆༻ࣄྫ
    w -BNCEBͱ3%#.4
    w -BNCEBº4UFQ'VODUJPOT
    w -BNCEBͱ-BZFST
    ࠓޙߟ͍͑ͯΔ͜ͱ
    ຊ೔ͷ಺༰
    

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16. αʔόʔ؅ཧෆཁ
    ܧଓతεέʔϦϯά
    "84αʔϏεͱ࿈ܞՄೳ
    ϛϦඵ୯Ґͷ՝ۚ
    ͋ΒΏΔݴޠʹରԠ

    +BWBɺ(Pɺ1PXFS4IFMMɺ/PEFKTɺ$ɺ1ZUIPOɺ3VCZFUD
    
    -BNCEBͱ͸
    

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17. όοΫΤϯυ
    w ϞόΠϧόοΫΤϯυ
    w ΢ΣϒΞϓϦέʔγϣϯ
    σʔλॲཧ
    w ը૾σʔλલॲཧ
    w ϦΞϧλΠϜετϦʔϜॲཧ
    w நग़ɺม׵ɺϩʔυ
    *P5ؔ࿈
    -BNCEBͷϢʔεέʔε
    

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18. εφοΫϛʔͱ-BNCEB
    όοΫΤϯυ
    w ϞόΠϧόοΫΤϯυ
    w ΢ΣϒΞϓϦέʔγϣϯ
    σʔλॲཧ
    w ը૾σʔλલॲཧ
    w ϦΞϧλΠϜετϦʔϜॲཧ
    w நग़ɺม׵ɺϩʔυ
    *P5ؔ࿈
    

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19. εφοΫϛʔͱ-BNCEB
    όοΫΤϯυ
    w ϞόΠϧόοΫΤϯυ
    w ΢ΣϒΞϓϦέʔγϣϯ
    σʔλॲཧ
    w ը૾σʔλલॲཧ
    w ϦΞϧλΠϜετϦʔϜॲཧ
    w நग़ɺม׵ɺϩʔυ
    *P5ؔ࿈
    όοΫΤϯυ
    w ΞαΠϯ
    w -*/&164)
    σʔλॲཧ
    w EBJMZͷ,1*ͳͲ
    w ը૾࡞੒Ի੠࡞੒ 1PMMZ
    
    w ϩά෼ੳ
    ࠓޙಋೖ͍͖͍ͯͨ͠
    

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20. ༷ʑͳγνϡΤʔγϣϯͰར༻
    

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21. "1*(BUFXBZ-BNCEB%ZOBNP%#ͷ͓࿩͸ࠓճ͸͠·ͤΜ
    ͨ͘͞Μ·ͱΊ͍ͯͩͬͯ͘͞Δํ͕ଟ͍ͨΊ
    ผ֯౓͔Β͓࿩͠·͢
    

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22. ྫ͑͹ΞαΠϯͷߏ੒͸
    

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23. AWS Cloud
    ΞαΠϯͷߏ੒ਤ
    

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24. ΞαΠϯͷߏ੒ਤ
    AWS Cloud
    ؅ཧऀ͕঎඼͕ଗͬͨλΠϛϯάPS
    $MPVE8BUDI&WFOUTͰ-BNCEBΛୟ͘
    -BNCEB͔Β"84#BUDIKPCͷΛܾΊΔ
    ΞαΠϯ׬ྃޙ4ʹσʔλอ࣋
    

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25. AWS Cloud
    ΞαΠϯͷߏ੒ਤ
    -BNCEBͰ͸ରԠͰ͖ͳ͍࣮ߦ͕࣌ؒ͋Δ৔߹͸
    "84#BUDIΛར༻
    खಈ ൒ࣗಈ
    

    $MPVE8BUDI&WFOUT ׬શࣗಈԽ
    ͷछྨ
    

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26. -*/&164)ߏ੒ਤ
    Ϣʔβʔ͞Μͷͱ΍ΓͱΓ͸جຊ-*/&Λ࢖༻
    

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27. AWS Cloud
    -*/&164)ߏ੒ਤ
    AWS Step Functions workflow
    ௨஌ 2VFSZ 164)
    

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28. -*/&164)ߏ੒ਤ
    AWS Cloud
    AWS Step Functions workflow
    ௨஌ 2VFSZ 164)
    ؅ཧऀ͕จݴ͕ଗͬͨλΠϛϯάPS
    $MPVE8BUDI&WFOUTͰ-BNCEBΛୟ͘
    4UFQ'VODUJPOTͰ௨஌༻2VFSZ༻ͳͲ
    ؔ਺Λ෼͚ͯॲཧΛ͢Δ
    

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29. AWS Cloud
    AWS Step Functions workflow
    ௨஌ 2VFSZ 164)
    -*/&164)ߏ੒ਤ
    -BNCEBΛ༻్͝ͱʹ෼͚4UFQ'VODUJPOͰ؅ཧ
    -BNCEBΛ-BZFSTͰ؅ཧ
    

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30. ͭͷࣄྫ͔Βࢲͨͪ͸
    3%#.4
    4UFQ'VODUJPOT
    -BZFST
    ͷߟ͑ํΛ͝ఏࣔ
    

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31. -BNCEBͱ3%#.4͸૬ੑ͕ѱ͍
    Α͘ݴΘΕ͍ͯΔ
    

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32. ͔͠͠
    

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33. ৚݅࣍ୈͰར༻ͨ͠ํ͕ศར
    

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34. ҎԼͷ৚݅Ͱ͸΋͸΍-BNCEB࢖͓͏
    ೔ճ΄Ͳ͔͠ىಈ͞Εͳ͍
    w ঎඼ΞαΠϯ ৚͕݅؇͍৔߹$-3#"3ͳͲ
    
    w -*/&1VTI ର৅ΛߜΔ֬౓ͷߴ͍Ϣʔβʔʹઃఆ
    
    w ͦͷ೔ʹ஀ੜ೔΁ͷ࿈བྷ ͷϢʔβʔ਺
    
    4&-&$5POMZͷ৔߹ ͜͜΋EBJMZͰ਺ճϨϕϧɺSFQMJDBͰରԠ
    
    w σʔλऔಘ ຖ೔ͷܾࡁϢʔβʔҰཡΛ௨஌ͳͲ
    
    w ̋̋ͳ˛˛Ͱ˘˘ͳϢʔβʔ
    ϦΞϧλΠϜ͡Όͳͯ͘ྑ͍
    ͳͲ͸CBUDIαʔόʔͳͲཱͯΔΑΓ҆Ձɾ༰қ
    

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35. ͋ͬʂ"VSPSB4FSWFSMFTT%BUB"1*Λ࢖༻ͰղܾͰ͖Δ
    ͔΋
    ݱࡏ#FUB൛Ͱ͋ΓόʔδχΞ๺෦ͳͷͰ౦ژϦʔδϣϯ͸࢖͑ͣͳͷͰࡉ͔͍෦෼஫ҙ͢Ε͹ղܾ
    

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36. -BNCEBͱ4UFQ'VODUJPOTͰྟػԠม
    

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37. ͳͥ-BNCEBͱ4UFQ'VODUJPOT͸ສೳ͔
    4UFQ'VODUJPOT͕༷ʑͳBXTαʔϏεͱ౷߹
    w 'BSHBUFɺ%ZOBNP%#ɺ#BUDIɺ4BHF.BLFSͳͲ
    w όονॲཧδϣϒͷىಈɺػցֶशϫʔΫϑϩʔͷΦʔέετϨʔτ
    ͕ඞཁͳΞϓϦέʔγϣϯͷϫʔΫϑϩʔΛਝ଎ʹࣗಈԽ
    ϫʔΫϑϩʔ͕αʔόʔϨε
    w ϓϩϏδϣχϯά؅ཧ͢ΔΠϯϑϥετϥΫνϟͳ͠
    هड़͓ΑͼϝϯςφϯεͷίʔυྔΛ࡟ݮ
    w ΤϥʔॲཧػೳɺύϥϝʔλҾ͖౉͠ػೳɺ
    w ਪ঑ηΩϡϦςΟઃఆɺঢ়ଶ؅ཧػೳ
    

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38. ଟϒϥϯυ͢΂ͯجຊߏ੒͸ҰॹͳͷͰ
    ͭͷύϥϝʔλͰ࢖͍෼͚͕Մೳ
    

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39. -BNCEBͱ-BZFSͲ͏޲͖߹͏͔
    

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40. "-#Ͱ-BNCEBΛબ୒Մೳ
    ͭͷ*%&ʹ-BNCEBͷ։ൃαϙʔτ
    -BNCEB-BZFST
    3VCZΛαϙʔτ
    $VTUPN3VOUJNFT
    ࠷େ࣮ߦ࣌ؒ෼ˠ෼
    ࡢ೥ळ͝Ζ͔Βࠓʹ͔͚ͯߋ৽͞Εͨ-BNCEB
    

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41. "-#Ͱ-BNCEBΛબ୒Մೳ
    ͭͷ*%&ʹ-BNCEBͷ։ൃαϙʔτ
    -BNCEB-BZFST
    3VCZΛαϙʔτ
    $VTUPN3VOUJNFT
    ࠷େ࣮ߦ࣌ؒ෼ˠ෼
    Ұ൪ςϯγϣϯ্͕͕߲ͬͨ໨
    

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42. ͜ΕΛݱ஍Ͱฉ͍ͨͱ͖͸ςϯγϣϯ্͕Γ·ͨ͠
    

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43. ύοέʔδΛڞ௨ԽͰ͖Δ
    ΧελϜؔ਺Λ·ͱΊΒΕΔ
    ։ൃεϐʔυ্͕͕Δ
    ͳͥςϯγϣϯ্͕͔ͬͨ
    

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44. ϨΠϠʔ͸όʔδϣϯ؅ཧ
    جຊ[JQͰΞοϓϩʔυ
    ίϯιʔϧͰ͸ιʔείʔυΛ֬ೝͰ͖ͳ͍ %-ͯ͠Θ͔Δ
    
    -BNCEB͸ϨΠϠʔΛͭ·Ͱ͔͠ొ࿥Ͱ͖ͳ͍ ࡉ͔͘ઃఆͰ͖ͳ͍
    
    ͔͠͠ࠔͬͨ͜ͱ͕ɻɻ
    

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45. -BNCEBͱ-BZFSΛͲ͏΍ͬͯ
    7$4ؚΊͨ$*$%ͤ͞Δͷ͔
    

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46. ͦΜͳͱ͖ҎԼͷهࣄΛൃݟ
    IUUQTEFWDMBTTNFUIPEKQTFSWFSTJEFTFSWFSMFTTNJHSBUFUPMBNCEBMBZFST
    

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47. 4".ςϯϓϨʔτΛͭʹ෼ׂ͠ɺ&YQPSUͨ͠"3/Λ'O*NQPSU7BMVF
    Ͱࢀর͢Δ
    4".ςϯϓϨʔτΛͭʹ෼ׂ͠ɺ-BNCEB'VODUJPO͕ར༻͢Δ
    -BZFSTͷ"3/͸खͰࢦఆ͢Δ
    4".ςϯϓϨʔτΛͭʹ෼ׂ͠ɺ-BNCEB'VODUJPO͕ར༻͢Δ
    -BZFSTͷ"3/͸εΫϦϓτͰಈతʹࢦఆ͢Δ
    ͭͷ4".ςϯϓϨʔτ಺Ͱ-BNCEB-BZFSTΛ࡞੒͠ɺ-BNCEB
    'VODUJPO͔Β͸3FGͰ"3/Λࢀর͢Δ
    ҎԼ͕·ͱΊΒΕ·ͨ͠
    <ࢀߟ>
    ຊ౰ʹ-BNCEB-BZFSTͰ޾ͤʹͳΕΔͷ͔ʁچࣜͷσϓϩΠํ͔ࣜΒ-BNCEB-BZFSTΛ׆༻ͨ͠σϓϩΠํࣜ΁ͷҠߦΛݕ౼͢Δ
    IUUQTEFWDMBTTNFUIPEKQTFSWFSTJEFTFSWFSMFTTNJHSBUFUPMBNCEBMBZFST
    

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48. ผͷελοΫ͔Βࢀর͞Ε͍ͯΔͱ͍͏Τϥʔ͕ग़ͯ-BNCEB-BZFST
    ͷελοΫ͕ߋ৽Ͱ͖ͳ͍ͷͰ/(
    खಈ͕ൃੜ͢ΔͷͰ/(
    ϩʔϧόοΫʹରԠͣ͠Β͍ όʔδϣϯҧ͍ͳͲ
    
    3FGΛ࢖ͬͯ-BNCE-BZFSTͱ-BNCEB'VODUJPOΛ࿈ܞͤ͞Δͷ͕ྑ
    ͦ͞͏0,
    ҎԼ͕·ͱΊΒΕ·ͨ͠`TBOTXFS
    <ࢀߟ>
    ຊ౰ʹ-BNCEB-BZFSTͰ޾ͤʹͳΕΔͷ͔ʁچࣜͷσϓϩΠํ͔ࣜΒ-BNCEB-BZFSTΛ׆༻ͨ͠σϓϩΠํࣜ΁ͷҠߦΛݕ౼͢Δ
    IUUQTEFWDMBTTNFUIPEKQTFSWFSTJEFTFSWFSMFTTNJHSBUFUPMBNCEBMBZFST
    

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49. େมࢀߟʹͳΓײँͰ͍ͬͺ͍Ͱͨ͠
    

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50. ͔͠͠MBZFSͱؔ࿈͢Δ-BNCEB͕ଟ͘ͳΔͱ
    TBNͷϑΝΠϧ͕๲େʹͳΓͦ͏ɻɻɻ
    

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51. ͱ͍͏͜ͱͰɺࣗલͷγΣϧΛ࡞੒͢Δ͜ͱʹ
    

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52. γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ
    ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍
    ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ
    
    ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛
    
    QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠
    -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ
    
    มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞
    

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53. -BNCEBͱMBZFSΛ෼͚ͯ؅ཧ
    -BNCEBͰMBZFSͷ"3/Λࢦఆ
    

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54. γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ
    ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍
    ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ
    
    ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛
    
    QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠
    -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ
    
    มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞
    

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55. ্هͷΑ͏ʹ"3/ͱ࡞੒೔ɺઆ໌ͷ֬ೝ͕Մೳʹ
    όʔδϣϯҰཡͷྫ
    

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56. ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍
    ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ
    
    ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛
    
    QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠
    -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ
    
    มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞
    γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ
    ؔ਺͝ͱʹ-BZFS"3/Λઃఆ
    

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57. ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍
    ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ
    
    ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛
    
    QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠
    -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ
    
    มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞
    γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ
    ؔ਺͝ͱʹ-BZFS"3/Λઃఆ
    ίϚϯυҰͭͰՄೳʹ
    

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58. ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍
    ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ
    
    ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛
    
    QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠
    -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ
    
    มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞
    γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ
    ؔ਺͝ͱʹ-BZFS"3/Λઃఆ
    ίϚϯυҰͭͰՄೳʹ
    ίϚϯυҰͭͰՄೳʹ࠷௿ݶͷ߲໨දࣔ
    

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59. ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍
    ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ
    
    ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛
    
    QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠
    -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ
    
    มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞
    γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ
    ؔ਺͝ͱʹ-BZFS"3/Λઃఆ
    ίϚϯυҰͭͰՄೳʹ
    QVTIલʹσϓϩΠνΣοΫඞਢͱ͠࠷৽MBZFSόʔδϣϯΛࣗಈݕग़
    ίϚϯυҰͭͰՄೳʹ࠷௿ݶͷ߲໨දࣔ
    

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60. ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍
    ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ
    
    ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛
    
    QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠
    -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ
    
    มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞
    γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ
    ؔ਺͝ͱʹ-BZFS"3/Λઃఆ
    ίϚϯυҰͭͰՄೳʹ
    ίϚϯυҰͭͰՄೳʹ࠷௿ݶͷ߲໨දࣔ
    QVTIલʹσϓϩΠνΣοΫඞਢͱ͠࠷৽MBZFSόʔδϣϯΛࣗಈݕग़
    σϓϩΠνΣοΫͷࡍɺσϓϩΠ࣮ߦϑΝΠϧ͕ੜ੒
    NBTUFSʹϚʔδޙDPEFQJQFMJOF͕࣮ߦ͞ΕσϓϩΠ͞ΕΔ࢓૊Έ

    CVJMEͷΩϟογϡΛ༻͍Δ͜ͱͰ-BZFSͷόʔδϣϯߋ৽Λ๷͙
    
    

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61. 4UFQ'VODUJPOͱ-BNCEBͰ͋ΒΏΔۀ຿Λ؆ܿࣗಈԽ
    -BZFSͷϕετϓϥΫςΟεͷߏங
    ࣗલͷγΣϧͷ044Խ ༷ʑͳ3VOUJNFରԠͳͲ
    
    ͳͲ
    ࠓޙ͍ͨ͜͠ͱ
    

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62. όοΫΤϯυ
    43&
    $3&
    ϑϩϯτ
    σʔλαΠΤϯςΟετ
    ͳͲͳͲ
    গ͠Ͱ΋ڵຯ͋Δํ͸ΑΖ͓͘͠ئ͍͠·͢ʂ
    ஥ؒେืूதͰ͢ʂ
    

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63. ͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠
    

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