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組織に自動テストを書く文化を根付かせる戦略(2022秋版) / Building Automated Test Culture 2022 Autumn Edition

Takuto Wada
September 09, 2022

組織に自動テストを書く文化を根付かせる戦略(2022秋版) / Building Automated Test Culture 2022 Autumn Edition

2022年9月9日
日本科学技術連盟 ソフトウェア品質シンポジウム2022(SQiP2022)

Takuto Wada

September 09, 2022
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  1. ૊৫ʹࣗಈςετΛॻ͘
    จԽΛࠜ෇͔ͤΔઓུ
    ʢळόʔδϣϯʣ
    ࿨ా୎ਓ !U@XBEB

    4FQ !೔Պٕ࿈42J1
    rev.6

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  2. ೥͔ΒΞοϓσʔτΛॏͶ͖ͯͨߨԋͷ೥ळ൛Ͱ͢
    IUUQTTQFBLFSEFDLDPNUXBEB
    είʔϓΛઓུฤʹߜΓɺ಺༰Λେ෯ʹ
    վగͨ͠΋ͷ͕ࠓճͷߨԋࢿྉͰ͢



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  3. ͜ͷߨԋͷ಺༰͸1VCMJDLFZʹৄ͘͠·ͱ·͍ͬͯ·͢ʢશճʣ
    IUUQTXXXQVCMJDLFZKQCMPHIUNM

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  4. t-wada

    t_wada

    twada
    📷🙆 📹🙅
    🙆
    ࣗݾ঺հ

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  5. ٕज़ॻͷग़൛ʹؔΘ͍ͬͯ·͢

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  6. IUUQTUXBEBIBUFOBCMPHKQFOUSZXEQSFTTTBWBOOBDPMVNO
    8%#13&44ʹίϥϜΛ࿈ࡌ͍ͯ͠·͢

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  7. illustrated by @mty_mno
    ΑΖ͓͘͠ئ͍͠·͢

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  8. લఏ*5͸ࣄۀͷίΞʹͳͬͨ
    IUUQTXXXFWBOHFMJTNKQSFTPVSDFTCVTJOFTTXJUIJU

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  9. ʮ%9ʯͷϞʔυͱϞʔυ
    IUUQTXXXTMJEFTIBSFOFU5PLPSPUFO/BLBZBNBEY

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  10. IUUQTOPUFDPNNJ[@LVTIJEBOOBEBD
    1.#0,ୈ൛ͷେվగ༧ଌܕ͔ΒదԠܕ΁

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  11. ܾΊΒΕͨ΋ͷΛ
    ܾΊΒΕͨͱ͖·Ͱʹ
    ഁ୼ͳ͘࡞Δ
    ͩΕ΋౴͕͑Θ͔Βͳ͍΋ͷΛ
    ໛ࡧ͠ͳ͕Β࡞Γଓ͚Δ
    ͔͠΋౴͕͑ࠁʑͱมΘ͍ͬͯ͘
    ༧ଌܕ͔ΒదԠܕ΁

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  12. Θ͔Βͳ͍ͳΓʹ΍ΓΑ͏͸͋Δ

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  13. IUUQTXXXTMJEFTIBSFOFUBUTOBLBEBTT
    ೔ܦ#1தా͞ΜͷϨϙʔτ

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  14. IUUQTXXXTMJEFTIBSFOFUBUTOBLBEBTT
    ମݧͨ͜͠ͱͷͳ͍੡඼΍αʔϏεΛ࡞Δํ๏࿦
    ΋͏ҰͭͷபͰ͋ΔσβΠϯࢥߟ͸
    ͜ͷߨԋͰ͸είʔϓ֎ͱ͍ͤͯͩ͘͞͞

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  15. IUUQTXXXTMJEFTIBSFOFUBUTOBLBEBTT
    ϦϦʔεͨ͠੡඼͸ʮඞͣؒҧ͍ͬͯΔʯ

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  16. IUUQTLPLPUBUBUBIBUFOBCMPHDPNFOUSZ
    ΞδϦςΟΛࢧ͑Δٕज़͸%FW0QT΁ମܥԽ͞Εͨ

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  17. 5IF4UBUFPG%FW0QT
    3FQPSUT

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  18. IUUQTXXXEFWPQTSFTFBSDIDPNSFTFBSDIIUNM
    5IF4UBUFPG%FW0QT3FQPSUT

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  19. มΘΔੈքͭͷΩʔϝτϦΫε
    wϦʔυλΠϜ
    wσϓϩΠස౓
    w.553 ฏۉम෮࣌ؒ

    wมߋࣦഊ཰
    IUUQTXXXBNB[PODPKQEQ

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  20. ϦʔυλΠϜͱσϓϩΠස౓ԾઆݕূϓϩηεΛਝ଎ʹճ͢
    IUUQJLFZIBUFCMPKQFOUSZ

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  21. .553.FBOUJNFUP3FDPWFSZ3FQBJS
    IUUQTXXXTMJEFTIBSFOFUEFDPEFEPTSFTJUFSFMJBCJMJUZFOHJOFFSJOHJOB[VSFPOB[VSF Ұ෦վม

    ͜ͷฏۉ͕.553

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  22. IUUQTTFSWJDFTHPPHMFDPNGI
    fi
    MFTNJTDTUBUFPGEFWPQTQEG
    2019

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  23. ΤϦʔτ ϋΠύϑΥʔϚʔ
    ϛσΟΞϜ
    ύϑΥʔϚʔ
    ϩʔύϑΥʔϚʔ
    ϦʔυλΠϜ ೔ະຬ ೔͔Βिؒ ि͔ؒΒϱ݄ ϱ݄͔Β൒೥
    σϓϩΠස౓
    ΦϯσϚϯυ
    ೔ෳ਺ճ

    ೔ճ͔Βिճ िճ͔Β݄ճ ݄ճ͔Β൒೥ʹճ
    .553 ࣌ؒະຬ ೔ະຬ ೔ະຬ ि͔ؒΒϱ݄
    มߋࣦഊ཰
    ͭͷΩʔϝτϦΫε೥ͷௐࠪʢສઍ݅Ҏ্ͷճ౴ΛΫϥελʔ෼ੳʣ
    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
    wѹ౗తͳࠩ͸ܧଓతσϦόϦ΍%FW0QT΁ͷ૊৫తͳ౤ࢿͷࠩ
    IUUQTTFSWJDFTHPPHMFDPNGI
    fi
    MFTNJTDTUBUFPGEFWPQTQEG
    2019

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  24. ΤϦʔτ ΤϦʔτͱϩʔύϑΥʔϚʔͷࠩ ϩʔύϑΥʔϚʔ
    ϦʔυλΠϜ ೔ະຬ ഒ ϱ݄͔Β൒೥
    σϓϩΠස౓
    ΦϯσϚϯυ
    ೔ෳ਺ճ

    ഒ ݄ճ͔Β൒೥ʹճ
    .553 ࣌ؒະຬ ि͔ؒΒϱ݄
    มߋࣦഊ཰
    ͭͷΩʔϝτϦΫε೥ͷௐࠪʹ͓͚ΔΤϦʔτΫϥελͱϩʔύϑΥʔϚʔΫϥελͷࠩ
    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
    wѹ౗తͳࠩ͸ܧଓతσϦόϦ΍%FW0QT΁ͷ૊৫తͳ౤ࢿͷࠩ
    IUUQTTFSWJDFTHPPHMFDPNGI
    fi
    MFTNJTDTUBUFPGEFWPQTQEG
    2019

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  25. IUUQTDMPVEHPPHMFDPNEFWPQTTUBUFPGEFWPQT
    2021

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  26. ΤϦʔτ ϋΠύϑΥʔϚʔ
    ϛσΟΞϜ
    ύϑΥʔϚʔ
    ϩʔύϑΥʔϚʔ
    ϦʔυλΠϜ ࣌ؒະຬ ೔͔Βिؒ ϱ݄͔Β൒೥ ൒೥Ҏ্
    σϓϩΠස౓
    ΦϯσϚϯυ
    ೔ෳ਺ճ

    िճ͔Β݄ճ ݄ճ͔Β൒೥ʹճ ൒೥ʹճະຬ
    .553 ࣌ؒະຬ ೔ະຬ ೔͔Βिؒ ൒೥Ҏ্
    มߋࣦഊ཰
    ͭͷΩʔϝτϦΫε೥ͷௐࠪʢສઍ݅Ҏ্ͷճ౴ΛΫϥελʔ෼ੳʣ
    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
    wѹ౗తͳࠩ͸ܧଓతσϦόϦ΍%FW0QT΁ͷ૊৫తͳ౤ࢿͷࠩ
    IUUQTDMPVEHPPHMFDPNEFWPQTTUBUFPGEFWPQT
    2021

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  27. ΤϦʔτ ΤϦʔτͱϩʔύϑΥʔϚʔͷࠩ ϩʔύϑΥʔϚʔ
    ϦʔυλΠϜ ࣌ؒະຬ ഒ ൒೥Ҏ্
    σϓϩΠස౓
    ΦϯσϚϯυ
    ೔ෳ਺ճ

    ഒ ൒೥ʹճະຬ
    .553 ࣌ؒະຬ ൒೥Ҏ্
    มߋࣦഊ཰
    ͭͷΩʔϝτϦΫε೥ͷௐࠪʹ͓͚ΔΤϦʔτΫϥελͱϩʔύϑΥʔϚʔΫϥελͷࠩ
    w։ൃ଎౓ͱ඼࣭͸τϨʔυΦϑͷؔ܎Ͱ͸ͳ͍
    w૊৫ؒͷࠩ͸͔ͳΓେ͖͘ɺ͞Βʹ։͍͍ͯΔʢʣ
    wѹ౗తͳࠩ͸ܧଓతσϦόϦ΍%FW0QT΁ͷ૊৫తͳ౤ࢿͷࠩ
    IUUQTDMPVEHPPHMFDPNEFWPQTTUBUFPGEFWPQT
    2021

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  28. ૊৫ͷύϑΥʔϚϯεͷଌఆࢦඪ͸ऩӹੑɺࢢ৔઎༗཰ɺੜ࢈ੑͷͭ
    ͜ΕΒͭ͸աڈͷௐࠪݚڀ<8JEFOFS>Ͱෳ਺ճʹΘͨΓ༗ޮੑཱ͕ূ͞Εͯ
    ͓Γɺ౤ࢿརӹ཰ 30*
    ͱͷߴ͍૬͕ؔ͋ΓɺܠؾͷӨڹΛड͚ͳ͍
    ͜͜਺೥ͷ෼ੳͰɺϋΠύϑΥʔϚʔͷύϑΥʔϚϯεͷଌఆ݁Ռ͕ϩʔύϑΥʔϚ
    ʔͷͦΕΛ্ճΔ܏޲ʹ͋Γɺ྆ࣾͷରൺ͸Ұ؏ͯ͠ഒΛ௒͍͑ͯΔ
    ͜ΕʹΑΓɺ૊৫ͷιϑτ΢ΣΞσϦόϦͷέΠύϏϦςΟ ೳྗɺػೳ
    ͸ɺ

    ૊৫ʹڝ૪্ͷ༏ҐੑΛ΋ͨΒ͢͜ͱཱ͕ূ͞Εͨ
    ιϑτ΢ΣΞσϦόϦͷೳྗ͸ɺ૊৫ʹڝ૪্ͷ༏ҐੑΛ΋ͨΒ͢͜ͱཱ͕ূ͞Εͨ
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ

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  29. Ͱ΋͏ͪͷ ձࣾcۀ຿cιϑ
    τ΢ΣΞ
    ͸ಛघ͔ͩΒʜʜ

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  30. զʑ͸ύοέʔδιϑτ΢ΣΞɺ4P3ɺ૊ΈࠐΈιϑτ΢ΣΞΛ࢖͍ͬͯΔνʔϜ
    ͸ύϑΥʔϚϯε͕௿͘ɺ4P&΍৽छͷγεςϜΛ࢖͍ͬͯΔνʔϜ͸ύϑΥʔϚ
    ϯε͕ߴ͍ͱ༧ଌ͍͔ͯͨ͠ΒͰ͋Δɻͦͯͦ͠ͷ༧ଌ͕֎Ε͍ͯͨ͜ͱΛཱূ͢
    Δσʔλ͕ಘΒΕͨɻ
    ͜ΕʹΑͬͯɺΞʔΩςΫνϟͷ࣮૷ͷৄࡉΑΓ΋

    ʢ͜ͷ͋ͱઆ໌͢Δ̎ͭͷʣΞʔΩςΫνϟ͕࣋ͭಛੑʹ
    ஫໨͢Δ͜ͱͷॏཁੑ͕ු͖ூΓʹͳͬͨɻ
    γεςϜͷλΠϓͱύϑΥʔϚϯεʹ͸૬͕ؔͳ͍
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ

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  31. IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQQ
    γεςϜͷλΠϓͱύϑΥʔϚϯεʹ͸૬͕ؔͳ͍

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  32. ΞʔΩςΫνϟͷಛੑͷதʹ͸େ͖ͳӨڹΛٴ΅͠͏Δ΋ͷ͕ͭ͋Δɻզʑͷௐ
    ࠪͰ͸ɺ࣍ͷͭͷࣄ߲ʹʮಉҙͰ͖Δʯͱճ౴ͨ͠૊৫Ͱ͋Ε͹ϋΠύϑΥʔϚʔ
    Ͱ͋ΔՄೳੑ͕ߴ͍ɺͱ͍͏݁Ռ͕ग़ͨͷͰ͋Δɻ
    wςετͷେ൒Λɺ౷߹؀ڥΛඞཁͱͤͣʹ࣮ࢪͰ͖Δ
    wΞϓϦέʔγϣϯΛɺͦΕ͕ґଘ͢ΔଞͷΞϓϦέʔγϣϯ΍αʔϏε͔Β͸

    ಠཱͨ͠ܗͰɺσϓϩΠ·ͨ͸ϦϦʔεͰ͖Δ
    ΞʔΩςΫνϟʹؔΘΔ͜ͷͭͷಛੑΛɺզʑ͸ʮςετ༰қੑʯͱ

    ʮσϓϩΠ༰қੑʯͱݺΜͰ͍Δ͕ɺ͜ͷ͕ͭύϑΥʔϚϯεΛ
    ޲্ͤ͞Δ্ͰॏཁͩͱࢥΘΕΔɻ
    ςετ༰қੑͱσϓϩΠ༰қੑʢσϓϩΠಠཱੑʣ
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ

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  33. IUUQTMPHNJKQUFDIBSUJDMFT
    ςεϥͷมߋස౓ͱΞʔΩςΫνϟ

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  34. ςεϥͷมߋස౓ͱΞʔΩςΫνϟ
    IUUQTMPHNJKQUFDIBSUJDMFT

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  35. ςεϥͷมߋස౓ͱΞʔΩςΫνϟ
    IUUQTMPHNJKQUFDIBSUJDMFT

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  36. ϩʔύϑΥʔϚʔͱͳΔ܏޲͕ڧ͍ͷ͸ɺ࣍ͷΑ͏ʹճ
    ౴ͨ͠νʔϜͰ͋ͬͨ
    w ʮߏஙதͷιϑτ΢ΣΞ ͋Δ͍͸ར༻͢Δඞཁ
    ͷ͋ΔҰ܈ͷαʔϏε
    ͸ɺଞࣾ ֎஫ઌͳͲ
    ͕։
    ൃͨ͠ΧελϜιϑτ΢ΣΞͰ͋Δʯ
    ݫ͍͠ݱ࣮
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ

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  37. ʮιϑτ΢ΣΞσϦόϦͷύϑΥʔϚϯε͸૊৫શମͷ
    ۀ੷ʹॏཁͳӨڹΛٴ΅͢ʯͱ͍͏ࣄ࣮͸ɺࣗ૊৫ͷࣄ
    ۀʹͱͬͯઓ্ུॏཁͳιϑτ΢ΣΞͷ։ൃೳྗΛࣗ૊
    ৫ͷத֩తཁૉͱͯ͠Ґஔ෇͚ͣʹ֎෦ҕୗ͢Δ͜ͱ΁
    ͷڧྗͳ൓ূͱͳΔɻ
    ݫ͍͠ݱ࣮
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ

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  38. ܧଓతσϦόϦ

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  39. ܧଓతσϦόϦͷͭͷجຊݪଇ
    IUUQTXXXBNB[PODPKQEQ
    ʮܧଓతσϦόϦʯͱ͸ɺػೳͷ௥Ճɺߏ੒ͷมߋɺόάͷमਖ਼ɺ֤छࢼߦͳ
    Ͳɺ͞·͟·ͳมߋΛɺ҆શ͔ͭਝ଎͔ͭ࣋ଓՄೳͳܗͰຊ൪؀ڥʹ૊ΈࠐΜ
    ͩΓϢʔβʔʹఏڙͨ͠Γ͢Δ࡞ۀΛଅਐ͢ΔҰ܈ͷέΠύϏϦςΟ͔Β੒Δ
    ख๏Ͱ͋Δɻ࣍ͷͭͷجຊݪଇΛபͱ͢Δɻ
    w ʮ඼࣭ʯͷ֓೦Λੜ࢈޻ఔͷ࠷ॳ͔Β૊ΈࠐΉ
    w ࡞ۀ͸ʢখ͍͞ʣόονॲཧͰਐΊΔ
    w ൓෮࡞ۀ͸ίϯϐϡʔλʹ೚ͤਓؒ͸໰୊ղܾʹ౰ͨΔ
    w పఈͨ͠վળ౒ྗΛܧଓతʹߦ͏
    w શһ͕੹೚Λ୲͏
    ʰ-FBOͱ%FW0QTͷՊֶʱQQ

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  40. ʮ඼࣭ʯͷ֓೦Λੜ࢈޻ఔͷ࠷ॳ͔Β૊ΈࠐΉ
    IUUQTXXXSZV[FFDPNDPOUFOUTCMPH

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  41. IUUQTUFDICMPHDBSUBIPMEJOHTDPKQFOUSZ
    શһ͕੹೚Λ୲͏෼ۀ͔ΒϑϧαΠΫϧ΁

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  42. wแׅతͳߏ੒؅ཧ
    wܧଓతΠϯςάϨʔγϣϯ
    wܧଓతςετ
    ܧଓతσϦόϦ࣮ફͷͭͷٕज़తج൫

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  43. IUUQTTQFBLFSEFDLDPNOJIPOCVTPOBHJMFUFTUJOHFTTFODF
    ܧଓతςετ

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  44. ৗʹςετˠࣗಈԽͷଛӹ෼ذ఺͸͋ͬͱ͍͏ؒʹདྷΔ
    IUUQTXXXBNB[PODPKQEQ
    ͓ΑͦճͰ
    खಈςετͱࣗಈԽ͞Εͨςετͷ
    ίετ͕ٯస͢Δ

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  45. ςετࣗಈԽͱاۀͷۀ੷ͷҼՌؔ܎
    IUUQTXXXBNB[PODPKQEQ
    ςετͷࣗಈԽʹ͓͍ͯɺ*5ύϑΥʔϚϯεͷ༧ଌई౓ͱͳΓ͏Δ
    ͜ͱ͕൑໌ͨ͠ͷ͸࣍ͷͭ
    ৴པੑͷߴ͍ࣗಈςετΛඋ͑Δ͜ͱ
    ։ൃऀओମͰड͚ೖΕςετΛ࡞੒ɾ؅ཧ͠ɺ

    खݩͷ։ൃ؀ڥͰ؆୯ʹ࠶ݱɾमਖ਼Ͱ͖Δ͜ͱ
    ʰ-FBOͱ%FW0QTͷՊֶʱQʢ˞༁ΛҰ෦มߋʣ

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  46. ςετࣗಈԽͱاۀͷۀ੷ͷҼՌؔ܎
    IUUQTXXXBNB[PODPKQEQ
    ςετͷࣗಈԽʹ͓͍ͯɺ*5ύϑΥʔϚϯεͷ༧ଌई౓ͱͳΓ͏Δ
    ͜ͱ͕൑໌ͨ͠ͷ͸࣍ͷͭ
    ৴པੑͷߴ͍ࣗಈςετΛඋ͑Δ͜ͱ
    ։ൃऀओମͰड͚ೖΕςετΛ࡞੒ɾ؅ཧ͠ɺ

    खݩͷ։ൃ؀ڥͰ؆୯ʹ࠶ݱɾमਖ਼Ͱ͖Δ͜ͱ
    ʰ-FBOͱ%FW0QTͷՊֶʱQʢ˞༁ΛҰ෦มߋʣ

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  47. IUUQTXXXBNB[PODPKQEQ
    ςετʹ߹֨ͨ͠ιϑτ΢ΣΞͰ͋Ε͹ϦϦʔεՄೳɺෆ߹֨Ͱ͋Ε͹ॏେͳ
    ෆ۩߹͕͋ΔɺͱνʔϜ͕֬৴Ͱ͖ΔΑ͏ͳςετΛ࣮ࢪ͍ͯ͠Δ͜ͱ
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    ৴པ౓ͷߴ͍ςετεΠʔτΛ࡞Γ্͛Δܧଓతͳ౒ྗͱ౤ࢿ͸Ձ஋͕͋Δ
    ʰ-FBOͱ%FW0QTͷՊֶʱQʢ˞༁ΛҰ෦มߋʣ
    ৴པੑͷߴ͍ࣗಈςετΛඋ͑Δ͜ͱ

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  48. ِཅੑͱِӄੑ
    IUUQTHJIZPKQNBHB[JOFXEQSFTTBSDIJWFWPM

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  49. ৴པෆೳੑʢ
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    IUUQTXXXPSFJMMZDPKQCPPLT
    ʰ(PPHMFͷιϑτ΢ΣΞΤϯδχΞϦϯάʱQ

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  50. ςετࣗಈԽͱاۀͷۀ੷ͷҼՌؔ܎
    IUUQTXXXBNB[PODPKQEQ
    ςετͷࣗಈԽʹ͓͍ͯɺ*5ύϑΥʔϚϯεͷ༧ଌई౓ͱͳΓ͏Δ
    ͜ͱ͕൑໌ͨ͠ͷ͸࣍ͷͭ
    ৴པੑͷߴ͍ࣗಈςετΛඋ͑Δ͜ͱ
    ։ൃऀओମͰड͚ೖΕςετΛ࡞੒ɾ؅ཧ͠ɺ

    खݩͷ։ൃ؀ڥͰ؆୯ʹ࠶ݱɾमਖ਼Ͱ͖Δ͜ͱ
    ʰ-FBOͱ%FW0QTͷՊֶʱQʢ˞༁ΛҰ෦มߋʣ

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  51. զʑͷ෼ੳ݁ՌͷதͰ΋ڵຯਂ͍ͷ͸ʮओͱͯ͠
    2"νʔϜ͔֎஫ઌ͕࡞੒ɾ؅ཧ͍ͯ͠Δࣗಈςε
    τ͸ɺ*5ύϑΥʔϚϯεͱ૬ؔؔ܎ʹͳ͍ʯͱ͍͏
    ఺Ͱ͋Δ
    IUUQTXXXBNB[PODPKQEQ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ
    ݫ͍͠ݱ࣮

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  52. IUUQTXXX
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    Ξϯνύλʔϯങ͖ͬͯͨࣗಈςετ
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    ༻͢ΔࣄྫΛ༷ʑͳݱ৔Ͱݟ͖ͯ·͕ͨ͠ɺ΄ͱΜͲͷࣄྫʹ͓͍ͯɺ
    ೲೖޙͷςετίʔυ͸ϓϩμΫτͷ࢓༷มߋͷࡍʹϝϯςφϯε͞Ε
    ͣɺςετ͕ࣦഊ͢Δ··ͰٺͪՌ͍͖ͯͯ·͢ɻςετίʔυΛॻ͘
    ೳྗΛҭͯͳ͚Ε͹ϝϯςφϯε͸Ͱ͖·ͤΜ

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  53. ΞϯνύλʔϯΞΠεΫϦʔϜίʔϯ
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  54. ΞϯνύλʔϯΞΠεΫϦʔϜίʔϯ
    IUUQTXXXPSFJMMZDPKQCPPLT
    ʰγεςϜӡ༻ΞϯνύλʔϯʱQ

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  55. ։ൃऀओମͰड͚ೖΕςετΛ࡞੒ɾ؅ཧ͠ɺखݩͷ։ൃ؀ڥͰ؆୯ʹ࠶ݱɾमਖ਼Ͱ͖Δ͜ͱ
    IUUQTXXXBNB[PODPKQEQ
    ։ൃऀ͕ड͚ೖΕςετͷ࡞੒ɾ؅ཧʹؔ༩͢ΔͱɺͭͷॏཁͳޮՌ͕ੜ͡Δ
    ։ൃऀ͕ςετΛ࡞੒͢Δͱίʔυ͕ΑΓςετՄೳͳ΋ͷʹͳΔ
    ࣗಈςετʹର͢Δ੹೚Λ։ൃऀ͕ෛ͏ͱɺςετʹର͢Δҙ͕ࣝߴ·Γɺ
    ͦͷ؅ཧ΍मਖ਼ʹΑΓ஫ྗ͢Δ͜ͱʹͳΔ
    ʰ-FBOͱ%FW0QTͷՊֶʱQʢ˞༁ΛҰ෦มߋʣ

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  56. ςετΤϯδχΞͷ
    ׆༂ͷ৔͸ʜʜʁ

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  57. ςετΤϯδχΞͷ໾ׂ
    IUUQTXXXBNB[PODPKQEQ
    ςελʔ͸ෆཁͩͱݴ͍ͬͯΔΘ͚Ͱ͸ͳ͍ɻςελʔ͸ιϑ
    τ΢ΣΞσϦόϦͷϥΠϑαΠΫϧʹ͓͍ͯෆՄܽͳ໾ׂΛՌ
    ͨ͢ɻ୳ࡧܕςετɺϢʔβϏϦςΟςετɺঝೝʢड͚ೖ
    ΕʣςετͳͲΛखಈͰߦ͍ɺ։ൃऀͱڠྗͯࣗ͠ಈԽςετ
    εΠʔτͷ࡞੒ͱվྑΛॿ͚ΔͷͰ͋Δɻ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ

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  58. ΞδϟΠϧςετͷ৅ݶ
    IUUQTXXXTIPFJTIBDPKQCPPLEFUBJM

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  59. ୳ࡧతςετະ஌͔Βط஌΁
    IUUQTQSBHQSPHDPNUJUMFTFIYUBFYQMPSFJU

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  60. IUUQTOJIPOCVTPOIBUFOBEJBSZKQFOUSZ5FTUJOH.BOJGFTUP
    5IF5FTUJOH.BOJGFTUPνʔϜͷҰһͱͯ͠

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  61. IUUQTUFDICMPHDBSUBIPMEJOHTDPKQFOUSZ
    ʲ࠶ܝʳશһ͕੹೚Λ୲͏෼ۀ͔ΒϑϧαΠΫϧ΁

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  62. ࣗಈςετͷಈػ

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  63. Ξϯνύλʔϯίετ࡟ݮΛओ໨తʹ͢Δ
    IUUQTXXX
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    ࣗಈςετΛॻ͘ओ໨త΍ࢦඪΛʮίετ࡟ݮʯʹ͢Δͱɺ୹ظతʹ͸ࣗಈςε
    τͷֶशίετɺதظతʹ͸อकίετʹΑͬͯࢥͬͨΑ͏ͳίετ࡟ݮޮՌ͕
    ಘΒΕͣɺखಈςετʹ໭Δͱ͍͏൑அΛͯ͠͠·͍͕ͪͰ͢
    ࣗಈςετҎ֎ͷٕज़ࢪࡦͰ΋ίετ࡟ݮΛओ໨తʹ͢Δͱࣦഊ͕ͪ͠Ͱ͢

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  64. มߋ༰қੑͷߴ͍ιϑτ΢ΣΞʹΑΔΞδϦςΟͷ֫ಘ
    IUUQTUXJUUFSDPNUPLPSPUFOTUBUVT

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  65. ͢΂ͯΛΞδϟΠϧͳܗͰػೳͤ͞Δʹ͸ɺ༏Εͨઃܭʹ޲͚ͨϓϥΫςΟεΛ
    ࣮ફ͢Δඞཁ͕͋Γ·͢ɻͱ͍͏ͷ΋ɺ༏ΕͨઃܭʹΑͬͯมߋ͕༰қʹͳΔͨ
    ΊͰ͢ɻͦͯ͠มߋ͕༰қͰ͋Δ৔߹ɺ͋ΒΏΔϨϕϧͰ᪳᪯ͳ͘ௐ੔͕Մೳʹ
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    ʰୡਓϓϩάϥϚʔୈ൛ʱQ

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  66. ࣗಈςετͷಈػৗʹมԽΛՄೳʹ͢ΔͨΊ
    IUUQTXXXPSFJMMZDPKQCPPLT
    ʰ(PPHMFͷιϑτ΢ΣΞΤϯδχΞϦϯάʱQ

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  67. ͳͥࣗಈςετΛॻ͘ͷ͔
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    ૉૣ᪳͘᪯ͳ͘มԽ͠ଓ͚ΔྗΛಘΔͨΊ

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  68. จԽΛࠜ෇͔ͤΔԦಓ
    ڭҭͱਓࣄධՁ

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  69. ৽ਓݚमυϫϯΰͷΤϯδχΞ৽ਓݚमͷࣄྫ
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  70. IUUQTUFDIDZHBNFTDPKQBSDIJWFT
    ࣮஍ݚम$ZHBNFTࣾ಺ϫʔΫγϣοϓͷࣄྫ

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  71. ਓࣄධՁ$"35")0-%*/(4ͷʮٕज़ྗධՁձʯͷࣄྫ
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  72. ೼ಓअಓ

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  73. w ΞϝϦΧਓඈͼࠐΊ͹͋ͳͨ͸ӳ༤Ͱ͢
    w ΠΪϦεਓඈͼࠐΊ͹͋ͳͨ͸ਈ࢜Ͱ͢
    w υΠπਓඈͼࠐΉͷ͕͜ͷધͷنଇͰ͢
    w ΠλϦΞਓඈͼࠐΉͱঁੑʹ΋ͯ·͢Α
    w ϑϥϯεਓඈͼࠐ·ͳ͍Ͱ͍ͩ͘͞
    w ೔ຊਓΈΜͳඈͼࠐΜͰ͍·͢Α
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    IUUQTXXXBNB[PODPKQEQ

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  74. IUUQTOFXTUCTDPKQOFXTFZFUCT@OFXTFZFIUN
    આ໌੹೚ͷ޲͖Λ൓సͤ͞Δ

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  75. આ໌੹೚ͷ޲͖Λ൓సͤ͞Δ
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  76. IUUQTXXX
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    lςετΛॻ࣌ؒ͘͸ͳ͍z

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  77. ςετΛॻ͕࣌ؒ͘ͳ͍
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    ͔ͳ͍͔Β͕࣌ؒͳ͘ͳ
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    "HJMF+BQBOجௐߨԋΑΓ

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  78. lಈ͘ίʔυʹ৮ΕΔͳz
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  79. IUUQTUXJUUFSDPNU@XBEBTUBUVT
    Կ΋ͯ͠ͳ͍͔ΒյΕΔ

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  80. ٕज़͔ΒจԽ΁

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  81. ٕज़ʮ͕ʯจԽʮʹʯӨڹΛ༩͑Δ
    IUUQTXXXBNB[PODPKQEQ
    զʑ͸ʮܧଓతσϦόϦΛ࣮ફ͢Δͱɺ૊৫จԽʹ޷ӨڹΛ༩͑
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    ਅͰ͋Δ͜ͱΛཱূͰ͖ͨ
    ʰ-FBOͱ%FW0QTͷՊֶʱQ

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  82. จԽʹӨڹΛٴ΅͢ཁૉ
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  83. IUUQTTQFBLFSEFDLDPNTOPP[FSSFBEZQMBZFSPOFZVOJLPORJZFGBMTFIJNJUVOJYVFCFSVLPUP
    จԽɾ෩౔͓ΑͼύϑΥʔϚϯεʹӨڹΛ༩͑Δ͜ͱ͕ೝΊΒΕͨཁૉ

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  84. IUUQTTQFBLFSEFDLDPNTOPP[FSSFBEZQMBZFSPOFZVOJLPORJZFGBMTFIJNJUVOJYVFCFSVLPUP
    ϋΠύϑΥʔϚϯεͳ૊৫Λ࣮ݱ͢ΔͨΊͷจԽΛҭͯΔ

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  85. ܧଓతσϦόϦΛࢧ͑Δٕज़ϓϥΫςΟε͕จԽʹͭͳ͕Δ
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  86. ܧଓతσϦόϦΛࢧ͑Δٕज़ϓϥΫςΟε͕จԽʹͭͳ͕Δ
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  87. ࣗಈςετจԽͱ͸

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  88. IUUQTXXXPSFJMMZDPKQCPPLT
    ࣗಈςετจԽͱ͸
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  89. ʰY6OJU5FTU1BUUFSOTʱΑΓ
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  90. IUUQTXXXPSFJMMZDPKQCPPLT
    ࣗಈςετจԽͱ͸
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  91. w ςετࣗಈԽʹເΛݟͳ͍
    w ࣗಈςετͷϝϯςφϯεʹશһ͕ෲམͪ͢Δ
    w ࣗಈςετͷϝϯςφϯείετΛԼ͛Δ౒ྗΛଵΒͳ͍
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  92. ςετʹίετ͕͔͔Δ
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  93. ʲ࠶ܝʳܧଓతσϦόϦͷͭͷجຊݪଇ
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    w పఈͨ͠վળ౒ྗΛܧଓతʹߦ͏
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  95. w ෆ࣮֬ੑͷߴ͍࣌୅ʹ͓͍ͯ͸ɺܭը΋ઃܭ΋࣮૷΋ৗʹมԽ͠ଓ͚ΒΕΔྗ͕ॏཁͱͳΔ
    w ܧଓతσϦόϦΛߏ੒͢ΔέΠύϏϦςΟʢೳྗʣ͕اۀͷۀ੷ʢऩӹੑɺࢢ৔઎༗཰ɺੜ࢈ੑʣʹҼՌؔ܎͕͋Δ͜ͱ͕ݚڀ
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    w ࣗ૊৫ͷࣄۀʹͱͬͯઓ্ུॏཁͳιϑτ΢ΣΞͷ։ൃೳྗΛࣗ૊৫ͷத֩తཁૉͱͯ͠Ґஔ෇͚ͣʹ֎෦ҕୗ͢Δͱɺ༗ҙʹ
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    w ࣗಈςετΛ։ൃऀओମͰॻ͖ɺ࣮ߦ݁Ռͷ৴པੑ͕ߴ͍ঢ়ଶΛอͭ͜ͱ͕σϦόϦͷύϑΥʔϚϯεͱҼՌؔ܎͕͋Δ
    w ςετΤϯδχΞ͸νʔϜʹࢀՃ͠ɺϓϩηεશମͷ඼࣭ʹओମతʹؔ༩͢Δ͜ͱ͕๬·ΕΔ
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    w ΤϯδχΞϦϯάจԽͷৢ੒͸೥୯ҐͷࣄۀʹͳΔɻจԽͷৢ੒ʹ͸ԦಓʢڭҭɺਓࣄධՁʣ΋೼ಓ΋अಓ΋͋Δ
    w ٕज़ʮ͕ʯจԽʮʹʯӨڹΛٴ΅͢ɻޮՌతͳٕज़ϓϥΫςΟε͸ΤϯδχΞϦϯάจԽΛҭͯΔ͜ͱ͕൑໌ͨ͠
    w ࣗಈςετจԽͱ͸ɺࣗಈςετͷॏཁੑͱอकੑʢཧղ༰қੑɺมߋ༰қੑʣΛ૊৫ɺνʔϜ͕ཧղ͠ɺվળ౒ྗΛܧଓతʹ
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