Protocol Buffersのスキーマを利用した開発

Transcript

1. 1 1SPUPDPM
   #V⒎FSTͷεΩʔϚΛ
   ར༻ͨ͠։ൃ CVJMEFSTDPO
   5PLZP
   
   !TPOBUBSE
   ͦͳଠ
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)
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
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
5. 5 ͸͡Ίʹ w ͔͠͠εΩʔϚΛύʔεͯ͠ίʔυͷࣗಈੜ੒ͳͲ͸ɺҰݟϋʔυϧ ͕ߴ͘ײ͡·͢
   w ͦ͜ͰࠓճͷൃදͰ͸ɺ࣮ࡍʹίʔυੜ੒Λ͢Δํ๏Λ঺հ͢Δ͜ͱ ͰϋʔυϧΛԼ͛ΒΕΕ͹ͱࢥ͍·͢ɻ
6. 6 1SPUPDPM
   #V⒎FSTͱ͸ w 1SPUPDPM
   #V⒎FST͸ɺߏ଄ԽσʔλΛγϦΞϥΠζ͢ΔͨΊͷॊೈͰ ޮ཰తͳࣗಈԽϝΧχζϜɻ
   w ߏ଄Խσʔλ
   w *OUFSGBDF
   %FpOJUJPO
   MBOHVBHF *%- ʹΑΓఆٛ͢Δɻ
   w γϦΞϥΠζ
   w ެࣜͰఏڙ͞Ε͍ͯΔπʔϧɺ*%-Ͱఆٛͨͨ͠͠σʔλߏ଄͔ Βίʔυੜ੒Λߦ͏ɻ
   w ੜ੒͞ΕͨίʔυΛݩʹެࣜϥΠϒϥϦΛ༻͍ͯγϦΞϥΠζɺ σγϦΞϥΠζ͢Δɻ
   w ༷ʑͳݴޠʹରԠ͍ͯ͠Δ
   w $
   $
   %BSU
   (P
   +BWB
   1ZUIPO
   
7. 7 ओͳར༻ྫ w (31$
   w QSPUPD
   ŠHP@PVUQMVHJOTHSQDQSPUP
   VTFSQSPUP
8. 8 ओͳར༻ྫ w (31$
   w QSPUPD
   ŠHP@PVUQMVHJOTHSQDQSPUP
   VTFSQSPUP
   w ੜ੒͞ΕΔίʔυ
9. 9 ओͳར༻ྫ w (31$
   w QSPUPD
   ŠHP@PVUQMVHJOTHSQDQSPUP
   VTFSQSPUP
   w ੜ੒͞ΕΔίʔυ
   w ࣮૷͢Δίʔυ
   w ੜ੒͞ΕͨΠϯλʔϑΣʔεʹ͋Θ࣮ͤͯ૷Λ༻ҙ͢Δͱɺ SFRVFTUͷγϦΞϥΠζΛࣗಈͰͨ͠ޙɺ࣮૷ͨ͠ϝιουΛ࣮ߦ ͯ͘͠ΕΔ
10. 10 ਤࣔ ωοτϫʔΫ (31$Ͱૹ৴͞ΕͨσʔλΛ
    ߏ଄ମʹϚοϐϯά ؔ਺࣮ߦ ΫϥΠΞϯτ ։ൃऀ͸௨৴ϓϩτίϧʹґଘͨ͠ ίʔυΛॻ͔ͳ͍ͰࡁΉ QSPUPDͷ
    HSQDϓϥάΠϯ QSPUPϑΝΠϧ
    εΩʔϚ αʔό ։ൃ؀ڥ ಡΈࠐΈ σϓϩΠ
11. 11 1SPUPDPM
    #V⒎FSTͷޡղ w (31$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
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
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
14. 14 )551Ͱͷ1SPUPDPM
    #V⒎FSTͷར༻ w ͱ͸͍͑ɺҎԼͷΑ͏ͳίʔυΛ"1*͝ͱʹ৑௕ʹॻ͔ͳ͚Ε͹͍͚ ͳ͍ͷ͸໘౗
    w ࣗಈੜ੒͍ͨ͠ʜ ΋͠(FU6TFS
    "1*͕
    ૿͑ͯ΋มΘΔՕॴ͸গͳ͍
15. 15 (31$ͱಉ༷ʹ)551 +40/
    PS
    QSPUP ϓϥάΠϯΛ࡞Ε͹ྑ͍ ωοτϫʔΫ )551Ͱૹ৴͞ΕͨσʔλΛ
    ߏ଄ମʹϚοϐϯά ؔ਺࣮ߦ ΫϥΠΞϯτ ։ൃऀ͸௨৴ϓϩτίϧʹґଘͨ͠ ίʔυΛॻ͔ͳ͍ͰࡁΉ QSPUPDͷ
    IUUQϓϥάΠϯ QSPUPϑΝΠϧ
    εΩʔϚ αʔό ։ൃ؀ڥ ಡΈࠐΈ σϓϩΠ $POUFOU5ZQFʹΑͬͯ
    QSPUPͱKTPO੾Γସ͑ΔͳͲ΋Մೳ
16. 16 ͦͷଞͷࣗಈੜ੒ w ΫϥΠΞϯτͷ3FQPTJUPSZͷ࣮૷
17. 17 w σόοά༻ͷ1PTUNBOͷઃఆ ͦͷଞͷࣗಈੜ੒
18. 18 ࣗಈੜ੒ w ೉ͦ͠͏ʜ
19. 19 ࣗಈੜ੒͸೉͍͠ʁ w ࣗಈੜ੒͢ΔͨΊʹඞཁͳ஋ αʔϏε໊ 
    ϝιου໊ ϦΫΤετͷܕ Ϩεϙϯεͷܕ
20. 20 ࣗಈੜ੒͸؆୯͔΋ w αʔϏε໊ɺϝιου໊ɺϦΫΤετͷܕɺϨεϙϯεͷܕ͑͞ɺऔ ಘͰ͖Ε͹୯७ͳQSJOUGͰ໨తͷίʔυ͕ੜ੒Ͱ͖ͦ͏
21. 21 ͸͡Ίʹ
    ·ͱΊ w ඞཁͳ஋͑͞1SPUPDPM
    #V⒎FSTͷ*%-Ͱ͋ΔQSPUPϑΝΠϧ͔ΒऔಘͰ ͖Ε͹ɺࣗಈੜ੒Ͱ͖ͦ͏ͳ͜ͱ͕Θ͔Γ·ͨ͠
    w ଓ͍ͯɺͲͷΑ͏ʹQSPUPϑΝΠϧΛύʔε͍͔ͯ͘͠Λ঺հ͠· ͢ɻ
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
23. 23 QSPUPϑΝΠϧͷύʔε w QSPUPϑΝΠϧΛύʔεͱ࣮૷͢Δखஈ͸͍͔ͭ͘ଘࡏ͠·͢
    w 
    QSPUPDΛར༻ͯ͠ύʔεͯ͠QMVHJOΛ࡞੒͢Δ
    w 
    QSPUPDΛར༻ͯ͠ύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    w 
    αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
24. 24 QSPUPϑΝΠϧͷύʔε w 
    QSPUPDΛར༻ͯ͠ύʔεͯ͠QMVHJOΛ࡞੒͢Δ
    w 
    QSPUPDΛར༻ͯ͠ύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    w 
    αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
25. 25 
    QSPUPD
    QMVHJOΛ࡞੒͢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@PVU
    QSPUP
    
    
26. 26 QSPUPD
    QMVHJOͷύʔεͨ݁͠Ռͷड͚औΓํ w QSPUPDϓϥάΠϯ͸ඪ४ೖྗͰύʔεͨ݁͠ՌΛड͚औΓ·͢ɻ
    w ͜ͷͱ͖ύʔεͨ݁͠Ռ͸ɺ1SPUPDPM
    #V⒎FSTͱͯ͠γϦΞϥΠζ͞Ε ͍ͯΔͷͰɺQMVHJO$PEF(FOFSBUPS3FRVFTUͱͯ͠σγϦΞϥΠζ͠ ·͢ɻ
    w ͋ͱ͸ύʔεͨ݁͠ՌΛݩʹQMVHJO$PEF(FOFSBUPS3FTQPOTFΛ࡞੒ ͢Δ
27. 27 QSPUPD
    QMVHJOͷϨεϙϯε w QMVHJO$PEF(FOFSBUPS3FTQPOTFͷத਎͸ɺ QMVHJO$PEF(FOFSBUPS3FTQPOTF@'JMFͷ഑ྻΛ͍࣋ͬͯΔɻ
    w QMVHJO$PEF(FOFSBUPS3FTQPOTF
    w /BNF͸ग़ྗ͢ΔϑΝΠϧ໊
    w $POUFOU͸ϑΝΠϧͷத਎
28. 28 QSPUPD
    QMVHJOͷύʔεͷ໰୊఺ w ਖ਼߈๏ͳ΍ΓํͳͷͰ͕͢QSPUPDͷύʔεͨ݁͠Ռ͕গ͠࢖͍ʹ͍͘
    w .FUIPE͕࣋ͭ*OQVU5ZQFͱ0VUQVU5ZQF͕࣮ࡍʹܕ৘ใΛ͍࣋ͬͯ ΔΘ͚Ͱ͸ͳ͘ɺܕͷ໊લΛจࣈྻͰ͍࣋ͬͯΔ͚ͩͰ͢ɻ
    w ܕ৘ใΛ࢖͍͍ͨ৔߹͸ɺ·ͨผͷ৔ॴ͔Βదٓऔಘ͢Δඞཁ͕ ͋Δ
29. 29 QSPUPϑΝΠϧͷύʔε w 
    QSPUPDΛར༻ͯ͠ύʔεͯ͠QMVHJOΛ࡞੒͢Δ
    w 
    QSPUPDΛར༻ͯ͠ύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    w 
    αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
30. 30 
    QSPUPDΛར༻ͯ͠ύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ w ͱͷҧ͍͸ϓϥάΠϯͱ࣮ͯ͠૷͠ͳ͍ͱ͍͏͜ͱͰ͢
    w ͪ͜ΒͩͱQMVHJOʹൺ΂࣮ͯ૷͕୯७Ͱ͢
    w ·ͨಠࣗͷίϚϯυϥΠϯπʔϧͱͯ͠࡞੒ՄೳͰ͢
    w QCQBSTFS1BSTF'JMF͕ߦͳ͍ͬͯΔ͜ͱ͸ɺQSPUPDίϚϯυΛ࣮ߦ͠ ͯඪ४ग़ྗʹύʔεͨ݁͠ՌΛग़ྗͯ͠ɺQMVHJOͱಉ͡ܗࣜͷܕʹ VONBSTIBM͍ͯ͠·͢
    w QSPUPD
    ŠEFTDSJQUPS@TFU@PVUEFWTUEPVUͰඪ४ग़ྗͰ͖Δ
    w QCQBSTFS͸ɺHJUIVCʹஔ͍͓͖ͯ·ͨ͠
    w IUUQTHJUIVCDPNTPOBUBSEQCQBSTFS
31. 31 QSPUPDΛར༻ͯ͠ύʔε͢Δ໰୊఺ w QMVHJOͷͱ͖ͱ͸࣮ߦํ๏͕ҟͳΔ͚ͩͰɺύʔεͨ݁͠Ռ͕ѻ͍ͮ Β͍͜ͱ͸มΘΓ·ͤΜɻ
    w ࠷ऴతͳग़ྗʹ͍ͭͯ͸ɺQMVHJOͷΑ͏ʹಛผͳػߏ͕͋ΔΘ͚Ͱ͸ ͳ͍ͷͰࣗ༝Ͱ͢ɻ
    w ̍ϑΝΠϧͳΒ୯७ʹQSJOUG͢Δɻ
    w ෳ਺ϑΝΠϧͳΒదٓϑΝΠϧʹॻ͖ࠐΉ
    w ͳͲ
32. 32 QSPUPϑΝΠϧͷύʔε w 
    QSPUPDΛར༻ͯ͠ύʔεͯ͠QMVHJOΛ࡞੒͢Δ
    w 
    QSPUPDΛར༻ͯ͠ύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
    w 
    αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ
33. 33 
    αʔυύʔςΟͷϥΠϒϥϦͰύʔεͯ͠ಠࣗͷπʔϧΛ࡞੒͢Δ w KIVNQQSPUPSFqFDU
    ͱ͍͏ڊେͳϥΠϒϥϦ͕ଘࡏ͠·͢
    w ެࣜͷύʔαΑΓ΋ػೳ͕ଟ͍Ͱ͢
    w ͨͩ͠ύʔεͷํ๏΋ɺύʔεͨ݁͠Ռͷܕ΋ҟͳΔͨΊɺQMVHJOͱ ͯ͠ར༻͢Δ͜ͱ͸Ͱ͖ͣɺಠࣗͷίϚϯυϥΠϯπʔϧͱͯ͠࡞Δ ͜ͱʹͳΓ·͢ɻ
    w ࢲ͸͜ΕΛར༻ͯ͠։ൃ͍ͯ͠ΔͷͰɺύʔεͨ݁͠ՌΛͲͷΑ͏ʹ ར༻͍͔ͯ͘͠Λ۩ମతʹઆ໌͍͖ͯ͠·͢
34. 34 KIVNQQSPUPSFqFDU
    Λར༻ͨ͠ύʔεͷํ๏ w IUUQTHJUIVCDPNKIVNQQSPUPSFqFDU
    w ύʔεͷํ๏͸ઌ΄Ͳͱ͋·ΓมΘΓ·ͤΜ
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
36. 36 ͜ͷϥΠϒϥϦ͸࢖͏΂͖͔ w ศརͱ͸͍͑αʔυύʔςΟ͸ͪΐͬͱʜͱࢥΘΕΔͱࢥ͍·͕͢ɺ QSPUPCVGͷ(P࣮૷͸Wͷ։ൃ͕ਐΊΒΕ͓ͯΓɺͦͪΒ͸͜ͷϥΠϒ ϥϦΛࢀߟʹͯ͠࡞ΒΕͨͷͰ͸ͳ͍͔ͱ͍͏ܗ੻͕ݟΒΕ·͢
    w QSPUPCVG
    WͷQSPUPSFqFDU͸ɺKIVNQQSPUPSFqFDUͱͱͯ΋ࣅ͍ͯΔ ΠϯλʔϑΣʔεΛ͍ͯ͠Δ͜ͱ͕Θ͔Γ·͢
    w ͦͷͨΊ͜ͷπʔϧͷֶͼ͸ɺΉ͠Ζࠓޙʹੜ͖ͯ͘ΔՄೳੑ͕ߴ͍ Ͱ͢
37. 37 1SPUPDPM
    #V⒎FST
    ։ൃϦϙδτϦ w ݱࡏར༻͞Ε͍ͯΔW
    w IUUQTHJUIVCDPNQSPUPDPMCV⒎FSTQSPUPCVG
    w W
    w IUUQTHJUIVCDPNQSPUPDPMCV⒎FSTQSPUPCVGHP
38. 38 KIVNQQSPUPSFqFDU
    Λར༻ͨ͠ύʔεͷίʔυ w ࣮ࡍʹύʔεͨ͠஋͔ΒίʔυΛॻ͍ͯΈΔ
    w ҎԼͷΑ͏ͳ5ZQF4DSJQUͷΫϥΠΞϯτΛࣗಈੜ੒͢ΔίʔυΛॻ͘
39. 39 KIVNQQSPUPSFqFDU
    Λར༻ͨ͠ύʔεͷίʔυ w ίʔυ͸͜Ε͚ͩͰ͢
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40. 40 KIVNQQSPUPSFqFDU
    Λར༻ͨ͠ύʔεͷίʔυͷ࣮૷ৄࡉ w ύʔεͨ݁͠Ռͷར༻
    w ࣮ߦ݁Ռ 
    ύʔεͨ݁͠Ռʹ͸ෳ਺ͷϑΝΠϧͷ৘ใ 
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41. 41 
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43. 43 Ԡ༻ฤ w Ԡ༻ฤ
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    w Ԡ༻ฤ
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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࢓༷
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    w ͜ͷ࢓༷ʹਖ਼֬ʹै͏ͱ޻਺͕େ෯ʹ૿Ճ͠·͢
45. 45 Ԡ༻ฤ
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46. 46 Ԡ༻ฤ
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    w ఆٛ͞ΕͨQSPUPϑΝΠϧ͸ҎԼʹଘࡏ͠·͢
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47. 47 Ԡ༻ฤ
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48. 48 Ԡ༻ฤ
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49. 49 Ԡ༻ฤ
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50. 50 Ԡ༻ฤ
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51. 51 Ԡ༻ฤ
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52. 52 Ԡ༻ฤ
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53. 53 Ԡ༻ฤ w Ԡ༻ฤ
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54. 54 Ԡ༻ฤ w QSPUP͔Β1PTUNBOͷKTPOͷϦΫΤετύϥϝʔλΛੜ੒͢Δ
    w ؆୯ʹͰ͖ͦ͏ͰɺͰ͖ͳ͍ύλʔϯ
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55. 55 Ԡ༻ฤ w KIVNQQSPUPSFqFDU
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56. 56 Ԡ༻ฤ w DSFBUF3FRVFTU.FTTBHFʹ͸໰୊͕࢒͍ͬͯΔ
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57. 57 Ԡ༻ฤ w .FTBTHFΛ࠶ؼతʹੜ੒͢Δ ࣮ߦ݁Ռ͕ద੾ʹදࣔ ͢΂ͯͷϑΟʔϧυΛνΣοΫ ϑΟʔϧυ͕
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59. 59 1SPUPDPM
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60. 60 QSPUPDϓϥάΠϯࢀߟ w QSPUPDϓϥάΠϯͷॻ͖ํ
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    w QSPUPDϓϥάΠϯͱΧελϜΦϓγϣϯ
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62. 62 ·ͱΊ w 1SPUPDPM
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