Protocol Buffersのスキーマを利用した開発

Transcript

1. 1
   1SPUPDPM#V⒎FSTͷεΩʔϚΛ
   ར༻ͨ͠։ൃ
   CVJMEFSTDPO5PLZP
   !TPOBUBSEͦͳଠ
   

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2. ͦͳଠ
   @sonatard
   D Technologies
   • ωοτϫʔΫɺLinuxαʔόΠϯϑϥ 4೥
   • RTOS, Socket, TCP/IP, DHCP, DNS࣮૷
   7೥
   • GAE/Go 2.5೥
   • TypeScript, React 5ϲ݄
   • iOS, Swift 2೔
   • ΞʔΩςΫνϟɺઃܭ
   • MVCܥ
   • Clean Architecture
   • ϦϑΝΫλϦϯά
   • OOP, SOLIDݪଇ
   • ৽͍͠ύϥμΠϜΛษڧͯ͠ɺγεςϜ΍
   ίʔυΛγϯϓϧʹ͢Δ͜ͱ͕޷͖
   • ࠷ۙͷϒʔϜ͸GraphQLͱRx(Swift)
   

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3. • ͸ ͡ Ί ʹ
   • . p r o t o ϑ Ν Π ϧ ͷ ύ ʔ ε ͱ ར ༻
   • Ԡ ༻ ฤ
   • p r o t o ϑ Ν Π ϧ Λ ύ ʔ ε ͠ ͯ ͍ Δ π ʔ ϧ
   • · ͱ Ί
   

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4. 4
   ͸͡Ίʹ
   w ۙ೥(31$ͷීٴͱͱ΋ʹ1SPUPDPM#V⒎FST΋ଟ͘ͷػձͰར༻͞ΕΔ
   Α͏ʹͳΓ·ͨ͠ɻ
   w 1SPUPDPM#V⒎FST͸(31$Ͱར༻͞ΕΔγϦΞϥΠθʔγϣϯπʔϧͱ
   ͯ͠ར༻Ͱ͖Δ͜ͱͱͱ΋ʹɺεΩʔϚͱͯ͠ͷར༻Ձ஋΋ߴ͘༗༻
   Ͱ͢ɻ
   w ࢲͱͯ͠͸+40/4DIFNF΍0QFO"1*ʹൺ΂ͯɺͱͯ΋ಡΈ΍͍͢
   ϑΥʔϚοτͩͱࢥ͍·͢
   w ·ͨύʔε͔ͯ͠Βͷपล։ൃ؀ڥ΋੔͍ͬͯΔͨΊɺεΩʔϚΛ
   ύʔεͯࣗ͠෼ͨͪͷͨΊͷπʔϧΛ։ൃ͢Δ͜ͱͰɺ೔ৗͷ։ൃۀ
   ຿Λվળ͢Δ͜ͱ͕ͱͯ΋͠΍͍͢Ͱ͢
   

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5. 5
   ͸͡Ίʹ
   w ͔͠͠εΩʔϚΛύʔεͯ͠ίʔυͷࣗಈੜ੒ͳͲ͸ɺҰݟϋʔυϧ
   ͕ߴ͘ײ͡·͢
   w ͦ͜ͰࠓճͷൃදͰ͸ɺ࣮ࡍʹίʔυੜ੒Λ͢Δํ๏Λ঺հ͢Δ͜ͱ
   ͰϋʔυϧΛԼ͛ΒΕΕ͹ͱࢥ͍·͢ɻ
   

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6. 6
   1SPUPDPM#V⒎FSTͱ͸
   w 1SPUPDPM#V⒎FST͸ɺߏ଄ԽσʔλΛγϦΞϥΠζ͢ΔͨΊͷॊೈͰ
   ޮ཰తͳࣗಈԽϝΧχζϜɻ
   w ߏ଄Խσʔλ
   w *OUFSGBDF%FpOJUJPOMBOHVBHF *%-
   ʹΑΓఆٛ͢Δɻ
   w γϦΞϥΠζ
   w ެࣜͰఏڙ͞Ε͍ͯΔπʔϧɺ*%-Ͱఆٛͨͨ͠͠σʔλߏ଄͔
   Βίʔυੜ੒Λߦ͏ɻ
   w ੜ੒͞ΕͨίʔυΛݩʹެࣜϥΠϒϥϦΛ༻͍ͯγϦΞϥΠζɺ
   σγϦΞϥΠζ͢Δɻ
   w ༷ʑͳݴޠʹରԠ͍ͯ͠Δ
   w $ $ %BSU (P +BWB 1ZUIPO
   

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7. 7
   ओͳར༻ྫ
   w (31$
   w QSPUPDŠHP@PVUQMVHJOTHSQDQSPUPVTFSQSPUP
   

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8. 8
   ओͳར༻ྫ
   w (31$
   w QSPUPDŠHP@PVUQMVHJOTHSQDQSPUPVTFSQSPUP
   w ੜ੒͞ΕΔίʔυ
   

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9. 9
   ओͳར༻ྫ
   w (31$
   w QSPUPDŠHP@PVUQMVHJOTHSQDQSPUPVTFSQSPUP
   w ੜ੒͞ΕΔίʔυ
   w ࣮૷͢Δίʔυ
   w ੜ੒͞ΕͨΠϯλʔϑΣʔεʹ͋Θ࣮ͤͯ૷Λ༻ҙ͢Δͱɺ
   SFRVFTUͷγϦΞϥΠζΛࣗಈͰͨ͠ޙɺ࣮૷ͨ͠ϝιουΛ࣮ߦ
   ͯ͘͠ΕΔ
   

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10. 10
    ਤࣔ
    ωοτϫʔΫ
    (31$Ͱૹ৴͞ΕͨσʔλΛ
    ߏ଄ମʹϚοϐϯά
    ؔ਺࣮ߦ
    ΫϥΠΞϯτ
    ։ൃऀ͸௨৴ϓϩτίϧʹґଘͨ͠
    ίʔυΛॻ͔ͳ͍ͰࡁΉ
    QSPUPDͷ
    HSQDϓϥάΠϯ
    QSPUPϑΝΠϧ
    εΩʔϚ
    
    αʔό
    ։ൃ؀ڥ
    ಡΈࠐΈ
    σϓϩΠ
    

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11. 11
    1SPUPDPM#V⒎FSTͷޡղ
    w (31$ͱҰॹʹ࢖Θͳ͚Ε͹͍͚ͳ͍
    w ❌
    w 1SPUPDPM#V⒎FST͸ɺ(31$͔Βಠཱͨ͠࢓༷ͱπʔϧͰ͋Δ
    w ⭕
    w ʮεΩʔϚఆٛ͸͍͚ͨ͠Ͳ)551ͱҟͳΔͱ͜Ζ͕͋ΔͷͰ(31$
    ͷ࠾༻͕೉͍͠ʯ
    w ❌
    w εΩʔϚఆٛΛͯ͠ɺ)551ͷ#PEZʹ1SPUPDPM#V⒎FSTΛ৐ͤͯૹΔ
    ͜ͱ͕Ͱ͖Δ
    w ߋʹεΩʔϚͱͯ͠͸QSPUPϑΝΠϧΛ࢖͍ɺ)551ͷ#PEZʹ+40/Λ
    ৐ͤͯૹΔ͜ͱ΋Ͱ͖Δ
    w ͭ·Γ+40/εΩʔϚͷ୅ସͱͯ͠࢖͏͜ͱ΋Մೳ
    

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12. 12
    )551Ͱͷ1SPUPDPM#V⒎FSTͷར༻QSPUPCVGΛૹΔ
    w εΩʔϚఆٛΛͯ͠ɺ)551ͷ#PEZʹ৐ͤͯૹड৴Ͱ͖Δ
    w )551ϋϯυϥΛࣗ෼Ͱ࣮૷ͯ͠(31$ͱಉ༷ͷϝιουΛ࣮ߦ
    w +40/31$΍3&45ͩͬͨΒ౰ͨΓલʹ΍͍ͬͯΔ͜ͱ
    w +40/31$΍3&45ͷ#PEZ͚ͩม͑Δ͜ͱ΋Ͱ͖Δ
    )551ϦΫΤετͷ#PEZΛSFBE
    QSPUPͷϥΠϒϥϦͰσγϦΞϥΠζ
    ࣮૷ͨ͠ϝιουΛ࣮ߦ
    ฦΓ஋ΛγϦΞϥΠζͯ͠ૹ৴
    

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13. 13
    )551Ͱͷ1SPUPDPM#V⒎FSTͷར༻+40/ΛૹΔ
    w ઌ΄ͲͷQSPUPͱ΄΅ಉ౳ʹ+40/΋γϦΞϥΠζͰ͖Δ
    w +40/ͱͯ͠γϦΞϥΠζ͢Δίʔυ
    w ௨ৗͷKTPOύοέʔδͰ͸ͳ͘ɺKTPOQCύοέʔδΛར༻͢Δ
    w +40/ͱ1SPUPDPM#V⒎FSTͷ૬ޓม׵͸࢓༷ͱͯ͠ఆΊΒΕ͍ͯΔͨ
    Ίɺͦͷ࢓༷ʹଇ࣮ͬͨ૷ͱͳ͍ͬͯΔ
    w IUUQTEFWFMPQFSTHPPHMFDPNQSPUPDPMCV⒎FSTEPDT
    QSPUPKTPO
    ࣮૷ͨ͠ϝιουΛ࣮ߦ
    KTPOQCͰσγϦΞϥΠζ
    KTPOQCͰγϦΞϥΠζͯ͠ૹ৴
    

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14. 14
    )551Ͱͷ1SPUPDPM#V⒎FSTͷར༻
    w ͱ͸͍͑ɺҎԼͷΑ͏ͳίʔυΛ"1*͝ͱʹ৑௕ʹॻ͔ͳ͚Ε͹͍͚
    ͳ͍ͷ͸໘౗
    w ࣗಈੜ੒͍ͨ͠ʜ
    ΋͠(FU6TFS"1*͕
    ૿͑ͯ΋มΘΔՕॴ͸গͳ͍
    

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15. 15
    (31$ͱಉ༷ʹ)551 +40/PSQSPUP
    ϓϥάΠϯΛ࡞Ε͹ྑ͍
    ωοτϫʔΫ
    )551Ͱૹ৴͞ΕͨσʔλΛ
    ߏ଄ମʹϚοϐϯά
    ؔ਺࣮ߦ
    ΫϥΠΞϯτ
    ։ൃऀ͸௨৴ϓϩτίϧʹґଘͨ͠
    ίʔυΛॻ͔ͳ͍ͰࡁΉ
    QSPUPDͷ
    IUUQϓϥάΠϯ
    QSPUPϑΝΠϧ
    εΩʔϚ
    
    αʔό
    ։ൃ؀ڥ
    ಡΈࠐΈ
    σϓϩΠ
    $POUFOU5ZQFʹΑͬͯ
    QSPUPͱKTPO੾Γସ͑ΔͳͲ΋Մೳ
    

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16. 16
    ͦͷଞͷࣗಈੜ੒
    w ΫϥΠΞϯτͷ3FQPTJUPSZͷ࣮૷
    

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17. 17
    w σόοά༻ͷ1PTUNBOͷઃఆ
    ͦͷଞͷࣗಈੜ੒
    

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18. 18
    ࣗಈੜ੒
    w ೉ͦ͠͏ʜ
    

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19. 19
    ࣗಈੜ੒͸೉͍͠ʁ
    w ࣗಈੜ੒͢ΔͨΊʹඞཁͳ஋
    αʔϏε໊ ϝιου໊
    ϦΫΤετͷܕ Ϩεϙϯεͷܕ
    

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20. 20
    ࣗಈੜ੒͸؆୯͔΋
    w αʔϏε໊ɺϝιου໊ɺϦΫΤετͷܕɺϨεϙϯεͷܕ͑͞ɺऔ
    ಘͰ͖Ε͹୯७ͳQSJOUGͰ໨తͷίʔυ͕ੜ੒Ͱ͖ͦ͏
    

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21. 21
    ͸͡Ίʹ·ͱΊ
    w ඞཁͳ஋͑͞1SPUPDPM#V⒎FSTͷ*%-Ͱ͋ΔQSPUPϑΝΠϧ͔ΒऔಘͰ
    ͖Ε͹ɺࣗಈੜ੒Ͱ͖ͦ͏ͳ͜ͱ͕Θ͔Γ·ͨ͠
    w ଓ͍ͯɺͲͷΑ͏ʹQSPUPϑΝΠϧΛύʔε͍͔ͯ͘͠Λ঺հ͠·
    ͢ɻ
    

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22. • ͸ ͡ Ί ʹ
    • . p r o t o ϑ Ν Π ϧ ͷ ύ ʔ ε ͱ ར ༻
    • Ԡ ༻ ฤ
    • p r o t o ϑ Ν Π ϧ Λ ύ ʔ ε ͠ ͯ ͍ Δ π ʔ ϧ
    • · ͱ Ί
    

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23. 23
    QSPUPϑΝΠϧͷύʔε
    w QSPUPϑΝΠϧΛύʔεͱ࣮૷͢Δखஈ͸͍͔ͭ͘ଘࡏ͠·͢
    w QSPUPDΛར༻ͯ͠ύʔεͯ͠QMVHJOΛ࡞੒͢Δ
    w QSPUPDΛར༻ͯ͠ύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    w αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    

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24. 24
    QSPUPϑΝΠϧͷύʔε
    w QSPUPDΛར༻ͯ͠ύʔεͯ͠QMVHJOΛ࡞੒͢Δ
    w QSPUPDΛར༻ͯ͠ύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    w αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    

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25. 25
    QSPUPDQMVHJOΛ࡞੒͢Δ
    w Ұ൪ͷਖ਼߈๏Ͱ͢
    w QSPUPDͱ͸ɺ1SPUPDPM#V⒎FST͕ެࣜʹఏڙ͢ΔίϚϯυϥΠϯπʔ
    ϧͰ͢ɻ
    w QSPUPDʹ͸ϓϥάΠϯػߏ͕౥ࡌ͞Ε͓ͯΓɺ࣮ߦ࣌ʹॴఆͷҾ਺Λ
    ౉͢ͱϓϥάΠϯʹύʔεͨ݁͠ՌΛ౉ͯ͘͠Ε·͢ɻ
    w ϓϥάΠϯࣗମ͸ผ్࣮ߦՄೳͳܗࣜͱͯ͠࡞Δඞཁ͕͋Γ·͢ɻ
    w ྫ
    QSPUPDHFOHPIUUQϓϥάΠϯΛ࡞੒ͨ͠৔߹
    w QSPUPDHPIUUQ@PVUQSPUP
    

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26. 26
    QSPUPDQMVHJOͷύʔεͨ݁͠Ռͷड͚औΓํ
    w QSPUPDϓϥάΠϯ͸ඪ४ೖྗͰύʔεͨ݁͠ՌΛड͚औΓ·͢ɻ
    w ͜ͷͱ͖ύʔεͨ݁͠Ռ͸ɺ1SPUPDPM#V⒎FSTͱͯ͠γϦΞϥΠζ͞Ε
    ͍ͯΔͷͰɺQMVHJO$PEF(FOFSBUPS3FRVFTUͱͯ͠σγϦΞϥΠζ͠
    ·͢ɻ
    w ͋ͱ͸ύʔεͨ݁͠ՌΛݩʹQMVHJO$PEF(FOFSBUPS3FTQPOTFΛ࡞੒
    ͢Δ
    

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27. 27
    QSPUPDQMVHJOͷϨεϙϯε
    w QMVHJO$PEF(FOFSBUPS3FTQPOTFͷத਎͸ɺ
    QMVHJO$PEF(FOFSBUPS3FTQPOTF@'JMFͷ഑ྻΛ͍࣋ͬͯΔɻ
    w QMVHJO$PEF(FOFSBUPS3FTQPOTF
    w /BNF͸ग़ྗ͢ΔϑΝΠϧ໊
    w $POUFOU͸ϑΝΠϧͷத਎
    

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28. 28
    QSPUPDQMVHJOͷύʔεͷ໰୊఺
    w ਖ਼߈๏ͳ΍ΓํͳͷͰ͕͢QSPUPDͷύʔεͨ݁͠Ռ͕গ͠࢖͍ʹ͍͘
    w .FUIPE͕࣋ͭ*OQVU5ZQFͱ0VUQVU5ZQF͕࣮ࡍʹܕ৘ใΛ͍࣋ͬͯ
    ΔΘ͚Ͱ͸ͳ͘ɺܕͷ໊લΛจࣈྻͰ͍࣋ͬͯΔ͚ͩͰ͢ɻ
    w ܕ৘ใΛ࢖͍͍ͨ৔߹͸ɺ·ͨผͷ৔ॴ͔Βదٓऔಘ͢Δඞཁ͕
    ͋Δ
    

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29. 29
    QSPUPϑΝΠϧͷύʔε
    w QSPUPDΛར༻ͯ͠ύʔεͯ͠QMVHJOΛ࡞੒͢Δ
    w QSPUPDΛར༻ͯ͠ύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    w αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    

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30. 30
    QSPUPDΛར༻ͯ͠ύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    w ͱͷҧ͍͸ϓϥάΠϯͱ࣮ͯ͠૷͠ͳ͍ͱ͍͏͜ͱͰ͢
    w ͪ͜ΒͩͱQMVHJOʹൺ΂࣮ͯ૷͕୯७Ͱ͢
    w ·ͨಠࣗͷίϚϯυϥΠϯπʔϧͱͯ͠࡞੒ՄೳͰ͢
    w QCQBSTFS1BSTF'JMF͕ߦͳ͍ͬͯΔ͜ͱ͸ɺQSPUPDίϚϯυΛ࣮ߦ͠
    ͯඪ४ग़ྗʹύʔεͨ݁͠ՌΛग़ྗͯ͠ɺQMVHJOͱಉ͡ܗࣜͷܕʹ
    VONBSTIBM͍ͯ͠·͢
    w QSPUPDŠEFTDSJQUPS@TFU@PVUEFWTUEPVUͰඪ४ग़ྗͰ͖Δ
    w QCQBSTFS͸ɺHJUIVCʹஔ͍͓͖ͯ·ͨ͠
    w IUUQTHJUIVCDPNTPOBUBSEQCQBSTFS
    

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31. 31
    QSPUPDΛར༻ͯ͠ύʔε͢Δ໰୊఺
    w QMVHJOͷͱ͖ͱ͸࣮ߦํ๏͕ҟͳΔ͚ͩͰɺύʔεͨ݁͠Ռ͕ѻ͍ͮ
    Β͍͜ͱ͸มΘΓ·ͤΜɻ
    w ࠷ऴతͳग़ྗʹ͍ͭͯ͸ɺQMVHJOͷΑ͏ʹಛผͳػߏ͕͋ΔΘ͚Ͱ͸
    ͳ͍ͷͰࣗ༝Ͱ͢ɻ
    w ̍ϑΝΠϧͳΒ୯७ʹQSJOUG͢Δɻ
    w ෳ਺ϑΝΠϧͳΒదٓϑΝΠϧʹॻ͖ࠐΉ
    w ͳͲ
    

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32. 32
    QSPUPϑΝΠϧͷύʔε
    w QSPUPDΛར༻ͯ͠ύʔεͯ͠QMVHJOΛ࡞੒͢Δ
    w QSPUPDΛར༻ͯ͠ύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    w αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    

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33. 33
    αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    w KIVNQQSPUPSFqFDUͱ͍͏ڊେͳϥΠϒϥϦ͕ଘࡏ͠·͢
    w ެࣜͷύʔαΑΓ΋ػೳ͕ଟ͍Ͱ͢
    w ͨͩ͠ύʔεͷํ๏΋ɺύʔεͨ݁͠Ռͷܕ΋ҟͳΔͨΊɺQMVHJOͱ
    ͯ͠ར༻͢Δ͜ͱ͸Ͱ͖ͣɺಠࣗͷίϚϯυϥΠϯπʔϧͱͯ͠࡞Δ
    ͜ͱʹͳΓ·͢ɻ
    w ࢲ͸͜ΕΛར༻ͯ͠։ൃ͍ͯ͠ΔͷͰɺύʔεͨ݁͠ՌΛͲͷΑ͏ʹ
    ར༻͍͔ͯ͘͠Λ۩ମతʹઆ໌͍͖ͯ͠·͢
    

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34. 34
    KIVNQQSPUPSFqFDUΛར༻ͨ͠ύʔεͷํ๏
    w IUUQTHJUIVCDPNKIVNQQSPUPSFqFDU
    w ύʔεͷํ๏͸ઌ΄Ͳͱ͋·ΓมΘΓ·ͤΜ
    

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35. 35
    ύʔεͨ͠ࡍͷ໰୊఺͸ղܾ͍ͯ͠Δ
    w ઌ΄Ͳ͸.FUIPE͕࣋ͭϦΫΤετͱϨεϙϯεͷܕ໊͕લ͚ͩͰ৘
    ใΛ͍࣋ͬͯͳ͍ͨΊ࢖͍ʹ͍͘ͱ͍͏͓࿩Λ͠·ͨ͠
    w ͪ͜ΒͷϥΠϒϥϦ͸ͦͷ໰୊͕ղܾ͍ͯ͠·͢ɻ
    w TUSJOHͰ͸ͳ͘.FTTBHF%FTDSJQUPSΛ࣋ͭ
    w தʹ͸'JFMEͷ৘ใͳͲ΋ؚ·ΕΔ
    

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36. 36
    ͜ͷϥΠϒϥϦ͸࢖͏΂͖͔
    w ศརͱ͸͍͑αʔυύʔςΟ͸ͪΐͬͱʜͱࢥΘΕΔͱࢥ͍·͕͢ɺ
    QSPUPCVGͷ(P࣮૷͸Wͷ։ൃ͕ਐΊΒΕ͓ͯΓɺͦͪΒ͸͜ͷϥΠϒ
    ϥϦΛࢀߟʹͯ͠࡞ΒΕͨͷͰ͸ͳ͍͔ͱ͍͏ܗ੻͕ݟΒΕ·͢
    w QSPUPCVGWͷQSPUPSFqFDU͸ɺKIVNQQSPUPSFqFDUͱͱͯ΋ࣅ͍ͯΔ
    ΠϯλʔϑΣʔεΛ͍ͯ͠Δ͜ͱ͕Θ͔Γ·͢
    w ͦͷͨΊ͜ͷπʔϧͷֶͼ͸ɺΉ͠Ζࠓޙʹੜ͖ͯ͘ΔՄೳੑ͕ߴ͍
    Ͱ͢
    

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37. 37
    1SPUPDPM#V⒎FST։ൃϦϙδτϦ
    w ݱࡏར༻͞Ε͍ͯΔW
    w IUUQTHJUIVCDPNQSPUPDPMCV⒎FSTQSPUPCVG
    w W
    w IUUQTHJUIVCDPNQSPUPDPMCV⒎FSTQSPUPCVGHP
    

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38. 38
    KIVNQQSPUPSFqFDUΛར༻ͨ͠ύʔεͷίʔυ
    w ࣮ࡍʹύʔεͨ͠஋͔ΒίʔυΛॻ͍ͯΈΔ
    w ҎԼͷΑ͏ͳ5ZQF4DSJQUͷΫϥΠΞϯτΛࣗಈੜ੒͢ΔίʔυΛॻ͘
    

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39. 39
    KIVNQQSPUPSFqFDUΛར༻ͨ͠ύʔεͷίʔυ
    w ίʔυ͸͜Ε͚ͩͰ͢
    w JNQPSU΍εϖʔε߹Θͤͯ΋ߦ
    ύʔε
    ੜ੒
    ग़ྗ
    ίʔυͷςϯϓϨʔτ
    

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40. 40
    KIVNQQSPUPSFqFDUΛར༻ͨ͠ύʔεͷίʔυͷ࣮૷ৄࡉ
    w ύʔεͨ݁͠Ռͷར༻
    w ࣮ߦ݁Ռ
    ύʔεͨ݁͠Ռʹ͸ෳ਺ͷϑΝΠϧͷ৘ใ
    ϑΝΠϧͷதʹ͸ෳ਺ͷαʔϏε
    αʔϏεͷதʹ͸ෳ਺ͷϝιου
    αʔϏε໊ɺϝιου໊ɺ
    ϦΫΤετλΠϓ໊ɺ
    ϨεϙϯελΠϓ໊
    

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41. 41
    αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ·ͱΊ
    w KIVNQQSPUPSFqFDUΛ࢖͑͹؆୯ʹίʔυͷࣗಈੜ੒͕Ͱ͖Δ
    

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42. • ͸ ͡ Ί ʹ
    • . p r o t o ϑ Ν Π ϧ ͷ ύ ʔ ε ͱ ར ༻
    • Ԡ ༻ ฤ
    • p r o t o ϑ Ν Π ϧ Λ ύ ʔ ε ͠ ͯ ͍ Δ π ʔ ϧ
    • · ͱ Ί
    

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43. 43
    Ԡ༻ฤ
    w Ԡ༻ฤHPPHMFBQJ)UUQ
    w Ԡ༻ฤQSPUP͔ΒKTPOΛੜ੒
    

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44. 44
    Ԡ༻ฤ
    w QSPUPͷύʔεΛ͔ͯͦ͜͠Β)551ΫϥΠΞϯτΛੜ੒͠·͕ͨ͠ɺ
    ࣮͸QSPUP͔Β)551ͷม׵ʹ͸࢓༷͕ࡦఆ͞Ε͓ͯΓɺઌ΄Ͳͷ࣮૷
    ͸ͦͷ࢓༷ʹଇ͍ͬͯΔΘ͚Ͱ͸͋Γ·ͤΜɻ
    w ࣾ಺πʔϧͰಛఆ༻్ʹ࢖͏ͷʹ͸े෼Ͱ͕͢ɺ֎෦πʔϧͱ͠
    ͯެ։͢ΔͳΒۃྗ࢓༷ʹै͏΂͖Ͱ͢
    w HPPHMFBQJ)UUQ3VMF
    w (31$ͱ)551ϝιουͷม׵͸ɺ(PPHMF͕نఆ͍ͯ͠Δ
    w ͜Ε͸༗໊ͳHSQDHBUFXBZͰ΋ར༻͍ͯ͠Δ࢓༷
    w IUUQTDMPVEHPPHMFDPNFOEQPJOUTEPDTHSQDTFSWJDFDPOpH
    SFGFSFODFSQDHPPHMFBQJIUUQSVMF
    w ͜ͷ࢓༷ʹਖ਼֬ʹै͏ͱ޻਺͕େ෯ʹ૿Ճ͠·͢
    

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45. 45
    Ԡ༻ฤHPPHMFBQJ)UUQ3VMF
    w HPPHMFBQJ)UUQ3VMFͰ͸31$ΛͲͷΑ͏ͳ)551ͷϦΫΤετʹରԠ
    ͤ͞Δ͔Λॻ͘͜ͱ͕Ͱ͖·͢
    w HSQDHBUFXBZͳͲ΋͜ͷ࢓༷Λ࠾༻͍ͯ͠·͢
    w ઌ΄Ͳ࡞੒ͨ͠πʔϧ͸ɺҎԼͷΑ͏ʹඞͣQPTUੜ੒͞Ε·͢ɻ
    w ্هͷΑ͏ʹɺQPTUͱͳ͍ͬͯΕ͹໰୊͋Γ·ͤΜ͕ɺ΋͠HFUͱ
    ͳ͍ͬͯΔͱؒҧͬͨίʔυΛग़ྗͯ͠͠·͍·͢
    

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46. 46
    Ԡ༻ฤHPPHMFBQJ)UUQ3VMF
    w HPPHMFBQJ)UUQ3VMF͸ɺ1SPUPDPM#V⒎FSTͷPQUJPOͱ͍͏࢓༷ʹجͮ
    ͖ఆٛ͞Ε͍ͯ·͢ɻ
    w ͜ͷPQUJPOͷ࢓༷΋QSPUPϑΝΠϧͰఆٛ͞Ε͓ͯΓɺͦͷQSPUP͔Β
    ੜ੒͞ΕͨίʔυΛར༻͢Δ͜ͱͰύʔε͕ՄೳʹͳΓ·͢ɻ
    w ఆٛ͞ΕͨQSPUPϑΝΠϧ͸ҎԼʹଘࡏ͠·͢
    w IUUQTHJUIVCDPNHPPHMFBQJTHPPHMFBQJTCMPCNBTUFS
    HPPHMFBQJBOOPUBUJPOTQSPUP
    w QSPUPϑΝΠϧ͔Βੜ੒͞Εͨ(Pͷιʔείʔυ͸ҎԼʹଘࡏ͠·͢
    w IUUQHPPHMFHPMBOHPSHHFOQSPUPHPPHMFBQJTBQJBOOPUBUJPOT
    

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47. 47
    Ԡ༻ฤHPPHMFBQJ)UUQ3VMF
    w HPPHMFBQJ)UUQ3VMFʹج͖ͮQSPUPϑΝΠϧΛมߋ͠·͢
    JNQPSUͷ௥Ճ
    PQUJPOͷ௥Ճ
    HFUΛࢦఆ
    

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48. 48
    Ԡ༻ฤHPPHMFBQJ)UUQ3VMF
    w HPPHMFBQJ)UUQ3VMFʹج͖ͮύʔε͢ΔίʔυΛมߋ͠·͢
    NFUIPEΛՄมʹ͢Δ
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    औಘͯ͠DSFBUF.FUIPEʹ౉͢
    

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49. 49
    Ԡ༻ฤHPPHMFBQJ)UUQ3VMF
    w QSPUPͷNFUIPE͔Β)551ͷϝιου໊Λऔಘ
    PQUJPOΛऔಘͯ͠ɺ
    BOOPUBUJPOT&@)UUQΛ
    ࣋ͭ͜ͱΛ֬ೝ
    BOOPUBUJPOT&@)UUQͷ
    FYUFOTJPOΛऔಘ
    FYUFOTJPOΛ
    BOOPUBUJPOT)UUQͷܕʹม׵
    IUUQ3VMF͔Β
    )551ϝιου໊Λऔಘ
    

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50. 50
    Ԡ༻ฤHPPHMFBQJ)UUQ3VMF
    w )5513VMFͷܕ͔Β)551ϝιουͷ໊લΛऔಘ
    IUUQ3VMF͔Βϝιου໊Λฦ͢
    

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51. 51
    Ԡ༻ฤHPPHMFBQJ)UUQ3VMF
    w HPPHMFBQJ)UUQ3VMFʹج͖ͮύʔε͢ΔίʔυΛ࣮ߦ
    ϝιου͕QSPUPͷࢦఆͨ͠௨Γ
    HFUʹͳ͍ͬͯΔ
    

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52. 52
    Ԡ༻ฤHPPHMFBQJ)UUQ3VMF
    w ޻਺͕େ෯ʹ૿͑Δͱݴ͏ׂʹࢥͬͨΑΓେมͰ͸ͳ͔ͬͨ
    w )UUQ3VMFͷ࢓༷͸͜Ε͚ͩͰ͸ͳ͍
    w ͜ΜͳPQUJPO΋ॻ͚ͯ͠·͏ʜ
    w ະରԠͳ࢓༷͸υΩϡϝϯτʹهࡌ͠·͠ΐ͏
    ͭͷ31$ʹෳ਺ͷ)551ϦΫΤετ
    CPEZͷํΛϦΫΤετͷ
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    ͦͷଞʹ΋ύεύϥϝʔλɺ
    ΫΤϦʔετϦϯάͳͲ
    

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53. 53
    Ԡ༻ฤ
    w Ԡ༻ฤHPPHMFBQJ)UUQ
    w Ԡ༻ฤQSPUP͔ΒKTPOΛੜ੒
    

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54. 54
    Ԡ༻ฤ
    w QSPUP͔Β1PTUNBOͷKTPOͷϦΫΤετύϥϝʔλΛੜ੒͢Δ
    w ؆୯ʹͰ͖ͦ͏ͰɺͰ͖ͳ͍ύλʔϯ
    w ՝୊
    w (Pͷ$SFBUF6TFS3FRVTUߏ଄ମ͕͋Ε͹ɺ+40/͸ੜ੒Ͱ͖Δ
    w ύʔεͨ࣌͠఺Ͱ͸(Pͷߏ଄ମͱͯ͠$SFBUF6TFS3FRVFTU͸ੜ੒
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    w ύʔεɺ(PͷϑΝΠϧग़ྗɺग़ྗͨ͠ϑΝΠϧͷϏϧυ͢Δ
    w ͭ·Γύʔεͨ͠ஈ֊Ͱ͸ɺ+40/Λ࡞Δ͜ͱ͸೉͍͠
    

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55. 55
    Ԡ༻ฤ
    w KIVNQQSPUPSFqFDUͷEZOBNJDύοέʔδͰղܾ
    w EZOBNJDύοέʔδ͸ɺQSPUPΛύʔεͨ͠৘ใ͔Βಈతʹ
    .FTBTHFΛੜ੒Ͱ͖Δ
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    .FTTBHFΛNBSTIBMՄೳ
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56. 56
    Ԡ༻ฤ
    w DSFBUF3FRVFTU.FTTBHFʹ͸໰୊͕࢒͍ͬͯΔ
    w .FTTBHF͕.FTTBHFΛؚΜͰ͍Δ৔߹ʹOVMMʹͳͬͯ͠·͏
    ࣮ߦ݁Ռ͕OVMM
    .FTTBHFͷதʹ.FTTBHF͕͋Δ৔߹
    

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57. 57
    Ԡ༻ฤ
    w .FTBTHFΛ࠶ؼతʹੜ੒͢Δ
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    ϑΟʔϧυ͕
    .FTTBHFͳΒ࠶ؼͰɺ
    .FTTBHFΛ࡞੒
    ࡞੒ͨ͠ϑΟʔϧυͷ.FTTBHF
    Λ਌ͷ.FTTBHFʹઃఆ
    

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58. • ͸ ͡ Ί ʹ
    • . p r o t o ϑ Ν Π ϧ ͷ ύ ʔ ε ͱ ར ༻
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    • p r o t o ϑ Ν Π ϧ Λ ύ ʔ ε ͠ ͯ ͍ Δ π ʔ ϧ
    • · ͱ Ί
    

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59. 59
    1SPUPDPM#V⒎FSTΛύʔε͍ͯ͠Δπʔϧ঺հ
    w HSQDHBUFXBZIUUQTHJUIVCDPNHSQDFDPTZTUFNHSQDHBUFXBZCZZVHVJ͞Μ
    w HPPHMFBQJ)UUQ3VMFΛ࢓༷௨Γʹύʔε͢Δؾ֓͋Δํ͸ࢀߟʹͳΔ
    w FWBOTIUUQTHJUIVCDPNLUSFWBOTCZLUS͞Μ
    w (31$DMJFOU
    w $-*Ϟʔυͱ3&1-Ϟʔυ͕͋Δɺ3&1-ϞʔυͰ͸ಈతʹิ׬͕ޮ͘
    w KIVNQQSPUPSFqFDUΛ࠾༻
    w QSPUPDHFOHPIUUQIUUQTHJUIVCDPNOBNFUBLFQSPUPDHFOHPIUUQCZOBNFUBLF
    ͞Μ
    w (31$ͱಉ͡ίʔυࣗಈੜ੒Λ)551Ͱ΋࣮ݱ͢ΔQSPUPDϓϥάΠϯ
    w $POUFOU5ZQFʹ͋Θͤͯ+40/PS1SPUP͔൑ఆͯ͠σγϦΞϥΠζ͢Δ
    w IUUQTHJUIVCDPNQTFVEPNVUPQSPUPLJUΛ࠾༻
    w QSPUPUPQPTUNBOIUUQTHJUIVCDPNTPOBUBSEQSPUPUPQPTUNBOCZTPOBUBSE
    w QSPUP͔ΒQPTUNBOͷઃఆΛɺJNQPSUՄೳͳKTPOܗࣜͰग़ྗ͢Δ
    w KIVNQQSPUPSFqFDUΛ࠾༻
    

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60. 60
    QSPUPDϓϥάΠϯࢀߟ
    w QSPUPDϓϥάΠϯͷॻ͖ํ
    w IUUQTRJJUBDPNZVHVJJUFNTEEEFFF
    w QSPUPDϓϥάΠϯͱΧελϜΦϓγϣϯ
    w IUUQTRJJUBDPNZVHVJJUFNT
    BEFGBCGGBDD@SFGFSFODFFCBDDBD
    

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61. • ͸ ͡ Ί ʹ
    • . p r o t o ϑ Ν Π ϧ ͷ ύ ʔ ε ͱ ར ༻
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    • p r o t o ϑ Ν Π ϧ Λ ύ ʔ ε ͠ ͯ ͍ Δ π ʔ ϧ
    • · ͱ Ί
    

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62. 62
    ·ͱΊ
    w 1SPUPDPM#V⒎FST͸͸γϦΞϥΠθʔγϣϯπʔϧͰ͋Γ*%-Ͱ΋͋Δ
    w (31$ʹґଘͤͣʹར༻Ͱ͖Δ
    w ύʔε͢Δํ๏͸ෳ਺͋Δ͕ɺ͓͢͢Ί͸KIVNQQSPUPSFqFDU
    w (PͷQSPUPCVGͷ࣮૷͸Wͷ։ൃ͕ਐΊΒΕ͓ͯΓKIVNQQSPUPSFqFDUͷ
    ӨڹΛड͚͍ͯΔ
    w ࣾ಺༻Ͱ͋Ε͹ɺؾܰʹίʔυੜ੒Ͱ͖Δ
    w πʔϧΛ֎෦ͱͯ͠ެ։ͯ͠ɺ͢΂ͯͷ࢓༷ʹରԠ͠Α͏ͱ͢Δͱ೉қ
    ౓্͕͕Δ
    

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