カート刷新プロジェクトにおけるOpenAPIを活用したコード自動生成の今と明日 / AStudy20190419

Transcript

1. த໺
   ڿਓ
   
   ΞεΫϧגࣜձࣾ
   
   "4UVEZ
   ΞεΫϧࣾ಺ษڧձ Χʔτ࡮৽ϓϩδΣΫτʹ͓͚Δ
   0QFO"1*Λ׆༻ͨ͠ίʔυࣗಈੜ੒ͷ
   ࠓͱ໌೔ ͋͢

2. 8FCΞϓϦέʔγϣϯΤϯδχΞ த໺
   ڿਓ
   !/","/0@"LJIJUP IUUQTBDLJOUPTIHJUIVCJPBCPVU

3. 044׆ಈ w0QFO"1*
   (FOFSBUPS
   wIUUQTHJUIVCDPN0QFO"1*5PPMTPQFOBQJHFOFSBUPS
   w(BOFTIB
   Ψωʔγϟ
   wIUUQTHJUIVCDPNBDLJOUPTIHBOFTIB
   w4OJEFM
   εφΠσϧ
   

   wIUUQTHJUIVCDPNBDLJOUPTITOJEFM

4. 8&# %#
   13&44
   7PM ಛू
   <ޮ཰ٸ্ঢ>εΩʔϚۦಈ
   8FC"1*։ൃ
   ষޙ൒ʙষΛࣥච͍͖ͤͯͨͩ͞·͠ ͨ
   !
   ײँ
   IUUQTHJIZPKQNBHB[JOFXEQSFTTBSDIJWFWPM

5. None

6. ΞεΫϧࣾ಺ษڧձ ฏ੒࠷ޙͷAStudy

7. ໨࣍ wͳͥίʔυΛࣗಈੜ੒͢Δͷ͔ʁ
   w0QFO"1*
   w υΩϡϝϯτϑΥʔϚοτ΍पลπʔϧͷ֓ཁ
   w εΩʔϚۦಈ։ൃ
   wΧʔτ࡮৽ϓϩδΣΫτ
   w 0QFO"1*Λ׆༻ͨ͠ίʔυࣗಈੜ੒
   

   w 0QFO"1*υΩϡϝϯτΛॻ͚ͩ͘Ͱ࠷௿ݶͷςετ͕ࣗಈతʹ૸Δੈք ίʔυࣗಈੜ੒ͷ׆༻ঢ়گΛ੔ཧ ͨ͠͏͑Ͱɺ0QFO"1*Λ׆༻ͯ͠ ΋ͬͱੜ࢈ੑΛߴΊΔͨΊʹɺ௚ ۙͰ΍Γ͍ͨ͜ͱΛ͓࿩͠·͢ʂ

8. ͳͥਓྨ͸
   ίʔυΛࣗಈੜ੒͢ΔͷͩΖ͏͔

9. ࢈ۀֵ໋ʹΈΔਐԽͷྺ࢙ ୈҰ࣍࢈ۀֵ໋ ୈೋ࣍࢈ۀֵ໋ ୈࡾ࣍࢈ۀֵ໋ ୈ࢛࣍࢈ۀֵ໋

10. ࢈ۀֵ໋ʹΈΔਐԽͷྺ࢙ ୈҰ࣍࢈ۀֵ໋ ୈೋ࣍࢈ۀֵ໋ ୈࡾ࣍࢈ۀֵ໋ ୈ࢛࣍࢈ۀֵ໋ ػց΍ιϑτ΢ΣΞͰஔ͖׵͑ͯ ޮ཰Խ͍ͯ͘͠ਐԽͷྺ࢙

11. ίʔυΛॻ͘ͱ͍͏ӦΈʹ͓͚ΔਐԽ wίʔυͷࣗಈੜ੒ʹΑͬͯ։ൃΛࢧԉ͢Δπʔϧͨͪ
    wఆܕతͳίʔυ͸πʔϧʹ೚ͤΔ͜ͱͰ։ൃऀ͸ੜ࢈ੑΛߴΊɺۀ຿ϩδοΫ ʹूதͰ͖Δ ϘΠϥʔϓϨʔτίʔυͷੜ੒ पลπʔϧʹΑΔίʔυੜ੒ͷαϙʔτ ίʔυੜ੒Λ಺แͨ͠ύϥμΠϜ IUUQTQSPKFDUMPNCPLPSH IUUQTXXXKFUCSBJOTDPNJEFB IUUQTPQFOBQJHFOFSBUPSUFDI

    IUUQTXXXKIJQTUFSUFDI IUUQTHSBQIRMDPEFHFOFSBUPSDPN IUUQTHSQDJP

12. ͭ·ΓɺਐԽͷͨΊ

13. None

14. ໨࣍ wͳͥίʔυΛࣗಈੜ੒͢Δͷ͔ʁ
    w0QFO"1*
    w υΩϡϝϯτϑΥʔϚοτ΍पลπʔϧͷ֓ཁ
    w εΩʔϚۦಈ։ൃ
    wΧʔτ࡮৽ϓϩδΣΫτ
    w 0QFO"1*Λ׆༻ͨ͠ίʔυࣗಈੜ੒
    

    w 0QFO"1*υΩϡϝϯτΛॻ͚ͩ͘Ͱ࠷௿ݶͷςετ͕ࣗಈతʹ૸Δੈք ίʔυࣗಈੜ੒ͷ׆༻ঢ়گΛ੔ཧ ͨ͠͏͑Ͱɺ0QFO"1*Λ׆༻ͯ͠ ΋ͬͱੜ࢈ੑΛߴΊΔͨΊʹɺ௚ ۙͰ΍Γ͍ͨ͜ͱΛ͓࿩͠·͢ʂ

15. OpenAPI

16. 0QFO"1*
    
    ֓ཁ IUUQTHJUIVCDPN0"*0QFO"1*4QFDJpDBUJPO The OpenAPI Specification w0QFO"1*
    0QFO"1*
    TQFDJpDBUJPO
    wچ4XBHHFS
    TQFDJpDBUJPO
    w3&45
    "1*ͷ࢓༷Λهड़͢ΔϑΥʔϚοτ
    

    w0QFO"1*
    *OJUJBUJWF
    w0QFO"1*ͷϑΥʔϚοτΛਪਐ͢Δஂମ
    w.JDSPTPGUɺ(PPHMFɺ*#.ɺ4NBSU#FBSͳͲ͕ ࢀՃ

17. w೥݄
    0QFO"1*
    *OJUJBUJWF
    ݁੒
    w೥݄
    4XBHHFS
    TQFDJpDBUJPO͕0QFO"1*
    *OJUJBUJWFʹدଃ͞ΕΔ
    w4XBHHFS
    TQFDJpDBUJPO
    
    ͕0QFO"1*
    TQFDJpDBUJPO
    
    ʹϦωʔϜ͞ ΕΔ
    w೥݄
    0QFO"1*
    TQFDJpDBUJPO
    
    ϦϦʔε
    w೥݄
    ݱࡏͷόʔδϣϯ͸0QFO"1*
    TQFDJpDBUJPO
     0QFO"1*
    
    ྺ࢙ 4XBHHFSϓϩδΣΫτ 0QFO"1*
    *OJUJBUJWF 0QFO"1*
    TQFD
    

    4XBHHFS
    TQFD
     4XBHHFS
    UPPMT

18. 0QFO"1*
    
    ϑΥʔϚοτ IUUQTCMPHSFBENFJPBOFYBNQMFpMMFEHVJEFUPTXBHHFS

19. 0QFO"1*
    
    ϑΥʔϚοτ
    ϝλ৘ใ IUUQTCMPHSFBENFJPBOFYBNQMFpMMFEHVJEFUPTXBHHFS

20. 0QFO"1*
    
    ϑΥʔϚοτ
    ΤϯυϙΠϯτ IUUQTCMPHSFBENFJPBOFYBNQMFpMMFEHVJEFUPTXBHHFS

21. 0QFO"1*
    
    ϑΥʔϚοτ
    ίϯϙʔωϯτ IUUQTCMPHSFBENFJPBOFYBNQMFpMMFEHVJEFUPTXBHHFS

22. पลπʔϧ

23. 0QFO"1*
    
    पลπʔϧ w 4XBHHFS
    &EJUPS
    w 0QFO"1*υΩϡϝϯτ εΩʔϚ ͷهड़Λࢧԉ
    w IUUQTFEJUPSTXBHHFSJP
    w

    4XBHHFS
    6*
    w "1*࢓༷Λࢹ֮ԽɺΠϯλϥΫςΟϒͳ"1*ૢ࡞
    w IUUQTQFUTUPSFTXBHHFSJP
    w 0QFO"1*
    (FOFSBUPS
    w 0QFO"1*υΩϡϝϯτ͔ΒιʔείʔυΛࣗಈੜ੒
    w IUUQTPQFOBQJHFOFSBUPSUFDI IUUQTPQFOBQJUPPMT

24. εΩʔϚۦಈ։ൃ

25. εΩʔϚۦಈ։ൃ IUUQTHJIZPKQNBHB[JOFXEQSFTTBSDIJWFWPM ͸͡ΊʹΈΜͳͰ8FC
    "1*ͷ࢓༷Λ૬ஊܾͯ͠Ίͯ
    0QFO"1*υΩϡϝϯτΛهड़ͯ͠
    पลπʔϧΛ׆༻ͯ͠։ൃΛޮ཰Խ͢Δ ։ൃνʔϜશମͷϫʔΫϑϩʔ
    εΩʔϚͰ։ൃΛۦಈ͢Δ͜ͱ

26. εΩʔϚۦಈ։ൃͱपลπʔϧ IUUQTCMPHPOLOJOKBTDIFNB@pSTU@EFWFMPQNFOU API هड़ݴޠҎޙͷੈք 0QFO"1*υΩϡϝϯτͷهड़ ࢓༷ͷڞ༗ɾ֬ೝ ελϒੜ੒ػೳΛར༻ͨ͠εΩϟϑΥʔϧσΟϯά ੜ੒ͨ͠ελϒΛར༻ͨ͠ฏߦ։ൃ ੜ੒ͨ͠ΫϥΠΞϯτΛར༻ͨ͠޻਺࡟ݮ ςετίʔυͷࣗಈੜ੒

    Swagger Editor Swagger UI OpenAPI Generator

27. 0QFO"1*υΩϡϝϯτͷهड़ ࢓༷ͷڞ༗ɾ֬ೝ Swagger Editor Swagger UI ίʔυࣗಈੜ੒ͷԸܙ͸େ͖͍ IUUQTCMPHPOLOJOKBTDIFNB@pSTU@EFWFMPQNFOU API هड़ݴޠҎޙͷੈք

    ελϒੜ੒ػೳΛར༻ͨ͠εΩϟϑΥʔϧσΟϯά ςετίʔυͷࣗಈੜ੒ OpenAPI Generator ੜ੒ͨ͠ελϒΛར༻ͨ͠ฏߦ։ൃ ੜ੒ͨ͠ΫϥΠΞϯτΛར༻ͨ͠޻਺࡟ݮ

28. ໨࣍ wͳͥίʔυΛࣗಈੜ੒͢Δͷ͔ʁ
    w0QFO"1*
    w υΩϡϝϯτϑΥʔϚοτ΍पลπʔϧͷ֓ཁ
    w εΩʔϚۦಈ։ൃ
    wΧʔτ࡮৽ϓϩδΣΫτ
    w 0QFO"1*Λ׆༻ͨ͠ίʔυࣗಈੜ੒
    

    w 0QFO"1*υΩϡϝϯτΛॻ͚ͩ͘Ͱ࠷௿ݶͷςετ͕ࣗಈతʹ૸Δੈք ίʔυࣗಈੜ੒ͷ׆༻ঢ়گΛ੔ཧ ͨ͠͏͑Ͱɺ0QFO"1*Λ׆༻ͯ͠ ΋ͬͱੜ࢈ੑΛߴΊΔͨΊʹɺ௚ ۙͰ΍Γ͍ͨ͜ͱΛ͓࿩͠·͢ʂ

29. Χʔτ࡮৽ϓϩδΣΫτ

30. Χʔτ࡮৽ϓϩδΣΫτ w-0)"$0ͷچ0SEFSγεςϜΛ৽"1*ج൫γεςϜʹҠߦ͢Δ
    wϓϩδΣΫτ໊
    UJBNBU
    ςΟΞϚτ
    wϨΨγʔΛ୤٫͠ɺ։ൃޮ཰΍αʔϏεͷ඼࣭Λ޲্͢Δ
    wΧʔτɾϨδը໘Λര଎Խ͢Δ շదͳ͓ങ͍෺ମݧͷఏڙ
    

31. Χʔτ࡮৽ϓϩδΣΫτͷͬ͘͟Γͨ͠ਤ #'' ഑ૹ ঎඼ Ϣʔβʔ ஫จ "1*ج൫ ,PUMJO
    4QSJOH
    #PPU
    4QSJOH
    8FC'MVY

    ,PUMJO+BWB
    4QSJOH
    #PPU
    "QBDIF
    $BNFM 5ZQF4DSJQU
    +2VFSZ 0QFO"1*
    1SPUPDPM
    #V⒎FST "1*࢓༷ɾεΩʔϚఆٛ

32. "1*࢓༷ɾεΩʔϚఆٛ ഑ૹ ঎඼ Ϣʔβʔ ஫จ ,PUMJO
    4QSJOH
    #PPU
    4QSJOH
    8FC'MVY ,PUMJO+BWB
    4QSJOH
    #PPU
    

    "QBDIF
    $BNFM 5ZQF4DSJQU
    +2VFSZ 0QFO"1*Λ΋ͱʹͨ͠ίʔυੜ੒ͷ׆༻ঢ়گ "1*ج൫ 0QFO"1*
    1SPUPDPM
    #V⒎FST #'' #''ͰͷϞσϧΫϥεੜ੒ͷΈ

33. 0QFO"1*υΩϡϝϯτͷهड़ ࢓༷ͷڞ༗ɾ֬ೝ Swagger Editor Swagger UI ίʔυࣗಈੜ੒
    ׆༻ͷ༨஍͸͋Δ IUUQTCMPHPOLOJOKBTDIFNB@pSTU@EFWFMPQNFOU API هड़ݴޠҎޙͷੈք

    ελϒੜ੒ػೳΛར༻ͨ͠εΩϟϑΥʔϧσΟϯά ςετίʔυͷࣗಈੜ੒ OpenAPI Generator ੜ੒ͨ͠ελϒΛར༻ͨ͠ฏߦ։ൃ ੜ੒ͨ͠ΫϥΠΞϯτΛར༻ͨ͠޻਺࡟ݮ

34. "1*࢓༷ɾεΩʔϚఆٛ ഑ૹ ঎඼ Ϣʔβʔ ஫จ ,PUMJO+BWB
    4QSJOH
    #PPU
    "QBDIF
    $BNFM 5ZQF4DSJQU
    +2VFSZ

    ׆༻ͷ༨஍͸͋Δ
    "1*ΫϥΠΞϯτ "1*ج൫ ,PUMJO
    4QSJOH
    #PPU
    4QSJOH
    8FC'MVY 0QFO"1*
    1SPUPDPM
    #V⒎FST #'' ίϧʔνϯͰ࢖͍΍͍͢Α͏ʹ 8FC$MJFOUΛಠࣗʹϥοϓͨ͠Ϋϥε Λ࢖͍ͬͯΔͷͰɺ
    ࣗಈੜ੒ͷ׆༻͸೉͍͔͠΋ "1*ΫϥΠΞϯτͷࣗಈੜ੒

35. "1*࢓༷ɾεΩʔϚఆٛ ,PUMJO
    4QSJOH
    #PPU
    4QSJOH
    8FC'MVY 5ZQF4DSJQU
    +2VFSZ ׆༻ͷ༨஍͸͋Δ
    "1*αʔόʔ #'' ,PUMJO+BWB
    4QSJOH
    #PPU
    

    "QBDIF
    $BNFM ഑ૹ ঎඼ Ϣʔβʔ ஫จ "1*ج൫ 0QFO"1*
    1SPUPDPM
    #V⒎FST ελϒੜ੒Λར༻ͨ͠εΩϟϑΥʔϧσΟϯά ࠾༻͍ͯ͠Δٕज़͕ɺ
    0QFO"1*
    (FOFSBUPS͕ੜ੒͢Δ
    ελϒͷίʔυͱҧ͏ͷͰ࢖͑ͳ͍͔΋

36. ׆༻ͷ༨஍͸͋Δ΋ͷͷ #'' ഑ૹ ঎඼ Ϣʔβʔ ஫จ "1*ج൫ ,PUMJO
    4QSJOH
    #PPU
    4QSJOH
    8FC'MVY

    ,PUMJO+BWB
    4QSJOH
    #PPU
    "QBDIF
    $BNFM 5ZQF4DSJQU
    +2VFSZ 0QFO"1*
    1SPUPDPM
    #V⒎FST "1*࢓༷ɾεΩʔϚఆٛ ಋೖͷखؒʹݟ߹͏͚ͩͷޮՌ͕ಘΒΕΔ͔Ͳ͏͔
    ඍົͳ͜ͱ͕ଟ͔ͬͨ ໨త͸ɺίʔυࣗಈੜ੒ͷ׆༻Ͱ͸ͳ͘։ൃͷੜ࢈ੑΛ্͛Δ͜ͱ ͦ͜Ͱ
    

37. APIͷE2Eςετ(ͷҰ෦)Λ ࣗಈੜ੒͍ͨ͠

38. εΩʔϚۦಈ։ൃ IUUQTHJIZPKQNBHB[JOFXEQSFTTBSDIJWFWPM ୈষ
    0QFO"1*ʹΑΔεΩʔϚۦಈ։ൃ
    ʮεΩʔϚΛ༻͍ͯ࢓༷ͱ࣮૷ͷҰகΛࣗಈςετ͢Δʯ 3VCZ
    PO
    3BJMTͰ࣮૷ͨ͠"1*αʔόͷϨεϙϯε ͕ɺ0QFO"1*υΩϡϝϯτͱဃ཭͍ͯ͠ͳ͍͔ࣗ ಈతʹνΣοΫ͢Δ࣮૷Λ঺հ͍ͯ͠Δɻ
    
    34QFD
    
    PBT@QBSTFS
    
    KTPO@TDIFNB
    

    
    $PNNJUUFF

39. IUUQTHJIZPKQNBHB[JOFXEQSFTTBSDIJWFWPM εΩʔϚۦಈ։ൃ ୈষ
    0QFO"1*ʹΑΔεΩʔϚۦಈ։ൃ
    ʮεΩʔϚΛ༻͍ͯ࢓༷ͱ࣮૷ͷҰகΛࣗಈςετ͢Δʯ 3VCZ
    PO
    3BJMTͰ࣮૷ͨ͠"1*αʔόͷϨεϙϯε ͕ɺ0QFO"1*υΩϡϝϯτͱဃ཭͍ͯ͠ͳ͍͔ࣗ ಈతʹνΣοΫ͢Δ࣮૷Λ঺հ͍ͯ͠Δɻ
    
    34QFD
    
    PBT@QBSTFS
    
    KTPO@TDIFNB
    

    
    $PNNJUUFF Χʔτ࡮৽ϓϩδΣΫτ͕࠾༻͍ͯ͠Δٕज़Ͱ Ͳ͏࣮ݱ͢Δ͔

40. Spring Cloud Contract (SCC)

41. 4QSJOH
    $MPVE
    $POUSBDU
    4$$ w$POTVNFS%SJWFO
    $POUSBDUT $%$
    EFWFMPQNFOU
    w IUUQXXXTFSWJDFEFTJHOQBUUFSOTDPN8FC4FSWJDF&WPMVUJPO$POTVNFS%SJWFO$POUSBDUT
    w"1*ར༻ऀ͕ظ଴͢ΔڍಈΛυΩϡϝϯτԽ͢Δ $POUSBDU
    

    w"1*ར༻ऀఏڙऀͷ૒ํ͕$POUSBDUΛ΋ͱʹςετΛߦ͏͜ͱͰ඼࣭Λอ ͪͳ͕ΒχʔζΛຬͨ͢։ൃΛߦ͏
    w4QSJOH
    $MPVE
    $POUSBDU͸$%$ͷ࣮ફΛαϙʔτ͢Δπʔϧ
    w$POUSBDUͷهड़͸(SPPWZͱ:".-͕࢖͑Δ
    w$POUSBDU͔Βελϒαʔό΍ςετΛࣗಈੜ੒Ͱ͖Δ IUUQTHJUIVCDPNTQSJOHDMPVETQSJOHDMPVEDPOUSBDU

42. 4QSJOH
    $MPVE
    $POUSBDU
    4$$ $POUSBDU
    (SPPWZ
    %4- ࣗಈੜ੒͞ΕΔςετίʔυ

43. 4$$ͷ$POUSBDUͱ0QFO"1*υΩϡϝϯτͷҧ͍ w4$$ͷ$POUSBDU
    wϦΫΤετ˓˓˓Λૹ৴ͨ͠ΒɺϨεϙϯº͕ฦͬͯ͘Δ
 ˠʮετʔϦʔʯ
    w0QFO"1*υΩϡϝϯτ
    wड෇͚ΔϦΫΤετύϥϝʔλ໊͸9ɺܕ͸99
 ฦ͢Ϩεϙϯεͷߏ଄͸:ɺܕ͸::
 ˠʮ࢓༷ʯ ߏ଄΍ܕΛఆٛ͢Δ͚ͩ

44. $POUSBDUΛ0QFO"1*υΩϡϝϯτʹຒΊࠐΉͱ͍͏ൃ૝ w0QFO"1*υΩϡϝϯτͷ֦ுྖҬʹ$POUSBDU :".-
    %4- ΛຒΊࠐΉ͜ͱͰɺఆٛ಺༰ͷॏෳΛഉআ͠ɺ୯ҰͷυΩϡ ϝϯτͰ࢓༷ͱετʔϦʔΛ؅ཧՄೳʹͳΔ
    w0QFO"1* $POUSBDUͷυΩϡϝϯτΛίϯόʔλʹ௨͢͜ͱ ͰɺετʔϦʔ෦෼Λݕূ͢ΔςετίʔυΛੜ੒͢Δ IUUQTHJUIVCDPNTQSJOHGSBNFXPSLHVSVTQSJOHDMPVEDPOUSBDUPB 4QSJOH
    $MPVE
    $POUSBDU
    0QFO"1*
    
    $POUSBDU
    $POWFSUFS

    +PIO
    5IPNQTPO
    !TQSJOHGSBNFXPSLHVSV IUUQTTQSJOHGSBNFXPSLHVSVEFpOJOHTQSJOHDMPVEDPOUSBDUTJOPQFOBQJ

45. $POUSBDUΛ0QFO"1*υΩϡϝϯτʹຒΊࠐΉͱ͍͏ൃ૝ ϦΫΤετ Ϩεϙϯε

46. ΍Γ͍ͨࣄͱͪΐͬͱҧ͏ ͜Ε͸͜ΕͰૉఢ͚ͩͲ

47. 0QFO"1*υΩϡϝϯτ͔ΒςετίʔυΛੜ੒͍ͨ͠ w"1*αʔό͕ฦ͢Ϩεϙϯεͷߏ଄͕0QFO"1*υΩϡϝϯτͷͦΕͱဃ཭ͯ͠ ͍ͳ͍͔ςετ͍ͨ͠
    w $POUSBDUͳͲ͸ॻ͔ͣʹૉͷ 0QFO"1*υΩϡϝϯτΛॻ͚ͩ͘Ͱɺ࠷௿ݶ ͷςετ ˞ ͕ࣗಈతʹ૸Δੈք
    w

    ˞ 0QFO"1*͸ʮ࢓༷ʯͷهड़͚ͩͳͷͰɺςετͰ͖Δ͜ͱ͸ݶΒΕΔ
    w͕ɺϨεϙϯεͷߏ଄͸ςετͰ͖Δ

48. 4QSJOH
    $MPVE
    $POUSBDU
    0QFO"1* w0QFO"1*υΩϡϝϯτͷఆٛΛ4$$ͷ$POUSBDUʹ ม׵͢Δ(SBEMF.BWFOϓϥάΠϯ
    wϨεϙϯεͷߏ଄Λςετ͢Δ$POUSBDUʹม׵ͯ͠ ςετίʔυΛੜ੒͢Δ IUUQTHJUIVCDPNBDLJOUPTITQSJOHDMPVEDPOUSBDUPQFOBQJ ແ͍ͳΒ࡞Ε͹͍͍
    

49. 4QSJOH
    $MPVE
    $POUSBDU
    0QFO"1*
    ಈ࡞Πϝʔδ 0QFO"1*υΩϡϝϯτ 4QSJOH
    $MPVE
    $POUSBDU
    0QFO"1* 4$$Λར༻ͯ͠$POUSBDU͔Β
    ςετίʔυΛੜ੒ 0QFO"1*υΩϡϝϯτʹఆٛ͞Ε͍ͯΔ
    Ϩεϙϯεͷߏ଄Λ$POUSBDUΦϒδΣΫτʹม׵

50. 4QSJOH
    $MPVE
    $POUSBDU
    0QFO"1* w·ͩ࡞Γ࢝Ίͨ͹͔Γ
    wͱΓ͋͑ͣςετ͕ੜ੒͞ΕΔ ಈ࡞͢Δ͔ෆ໌ ͷϨϕϧ
    
    w࣮༻Ϩϕϧʹ࢓্࣮͛ͯࡍʹ׆༻͍͖͍ͯͨ͠
    wΞεΫϧͷ044ͱͯ͠ҭ͍͖͍ͯͯͨ

51. ίʔυࣗಈੜ੒Λ׆༻ͯ͠
    ໌೔དྷΔΤϯδχΞϦϯάΛʂ ΞεΫϧ