CodePipelineのアクション統合から学ぶAWS CDKの抽象化技術 / codepipeline-actions-cdk-abstraction

2025/04/23開催「JAWS-UG東京 Presents 400」での登壇資料です。

1. 
   LHPUP CodePipelineͷΞΫγϣϯ౷߹͔ΒֶͿ AWS CDKͷந৅Խٕज़ +"846(౦ژ
   1SFTFOUT
   
2. ࣗݾ঺հ
   LHPUP "84
   )&30 "84
   $%,ίϯτϦϏϡʔτ 0QFO
   $POTUSVDUT
   -JCSBSZ
   ίϛϡχςΟۦಈ
   $%,
   $POTUSVDU
   ϥΠϒϥϦ "84πʔϧ DMT
   EFMTUBDL
   MBNWFS "84
   %FW5PPMT
   )FSP .BJOUBJOFS 5PQ
   $POUSJCVUPS
   $PNNVOJUZ
   3FWJFXFS ࣗ࡞044 $%,
   $POTUSVDUϥΠϒϥϦ 9
   !@TUFQ@UFDI (JU)VC
   !HPUPL
3. CodePipelineͱ͸
4. $PEF1JQFMJOF "DUJPO "DUJPO 4UBHF "DUJPO 4UBHF 4UBHF "DUJPO "DUJPO 1JQFMJOF "SUJGBDU "SUJGBDU
5. εςʔδ w ύΠϓϥΠϯΛߏ੒͢Δ࿦ཧϢχοτ
   ‣ ϏϧυεςʔδɺσϓϩΠεςʔδɺFUDʜ
   ‣ ໋໊͸ͳΜͰ΋0,
   w ͭ΋͘͠͸ෳ਺ͷΞΫγϣϯΛ࣋ͭ͜ͱ͕Ͱ͖Δ
   ‣ ΞΫγϣϯ͸௚ྻɾฒྻͱ΋ʹ࣮ߦՄೳ ιʔεεςʔδ Ϗϧυεςʔδ σϓϩΠεςʔδ "DUJPO "DUJPO "DUJPO "DUJPO
6. ΞΫγϣϯ w ΞϓϦέʔγϣϯίʔυ ͳͲ ʹର࣮ͯ͠ߦ͞ΕΔҰ࿈ͷૢ࡞
   w ΞΫγϣϯλΠϓ
   ‣ 4PVSDF
   4
   &$3
   (JU)VC
   FUD
   ‣ #VJME
   $PEF#VJME
   +FOLJOT
   FUD
   ‣ 5FTU
   $PEF#VJME
   %FWJDF
   'BSN
   FUDʜ
   ‣ %FQMPZ
   4
   &$4
   &$
   &,4
   $PEF%FQMPZ
   $MPVE'PSNBUJPO
   FUDʜ
   ‣ "QQSPWBM
   4/4
   ‣ *OWPLF
   -BNCEB
   *OTQFDUPS
   4UFQ
   'VODUJPOT
   $PEF1JQFMJOF
   FUDʜ
   ‣ $PNQVUF
   $PEF#VJME $PNNBOET
   "DUJPO
7. ΞʔςΟϑΝΫτ w ΞΫγϣϯʹΑͬͯॲཧ͞ΕΔೖग़ྗϑΝΠϧ܈
   w ΞΫγϣϯ͝ͱʹ4όέοτ ΞʔςΟϑΝΫτόέοτ ʹอଘɾऔಘ͢Δ
   ‣ ෳ਺ͷೖྗɾग़ྗ͕Մೳͳ΋ͷ΋͋Δ
   ‣ ೖྗ͕ෆཁͳ΋ͷɾग़ྗ͕ෆཁͳ΋ͷ΋͋Δ "DUJPO "DUJPO "DUJPO "DUJPO "SUJGBDU "SUJGBDU "SUJGBDU
8. CodePipelineͷΞΫγϣϯ౷߹͔ΒֶͿ AWS CDKͷந৅Խٕज़
10. ΞʔΩςΫνϟྫ (JU)VC %PDLFS fi MF "NB[PO
    *OTQFDUPS "84
    $PEF1JQFMJOF "84
    $PEF#VJME "NB[PO
    4 "NB[PO
    &$3 #VJME
    
    1VCMJTI 6QMPBE
    4#0. &YUSBDU 4DBO "84
    $%, "84
    $MPVE'PSNBUJPO
11. ΞʔΩςΫνϟྫ $PEF4UBS4PVSDF$POOFDUJPO
    "DUJPO 4PVSDF
    4UBHF #VJME
    4UBHF &$3#VJME"OE1VCMJTI
    "DUJPO 4DBO
    4UBHF *OTQFDUPS4DBO
    "DUJPO (JU)VC %PDLFS fi MF %PDLFS fi MF 4#0. "SUJGBDU "SUJGBDU *NBHF &$3
12. ΞʔΩςΫνϟྫ w $PEF4UBS4PVSDF$POOFDUJPO
    "DUJPO
    ‣ (JU)VCͳͲͷϦϙδτϦ͔ΒιʔείʔυͳͲͷϑΝΠϧΛऔಘ͢Δ
    w &$3#VJME"OE1VCMJTI
    "DUJPO
    ‣ %PDLFS fi MFΛऔಘͯ͠Ϗϧυ͠ɺ&$3ʹύϒϦογϡ͢Δ
    w *OTQFDUPS4DBO
    "DUJPO
    ‣ ιʔείʔυ΍ίϯςφΠϝʔδʹରͯ͠੬ऑੑεΩϟϯ͢Δ
     ιʔείʔυ
    (JU)VC $PEF4UBS4PVSDF$POOFDUJPOͷΞʔςΟϑΝΫτ ͳͲ͔Βऔಘ
     ίϯςφΠϝʔδ
    &$3͔Βऔಘ
13. ΞʔΩςΫνϟྫ w $PEF4UBS4PVSDF$POOFDUJPO
    "DUJPO
    ‣ (JU)VCͳͲͷϦϙδτϦ͔ΒιʔείʔυͳͲͷϑΝΠϧΛऔಘ͢Δ
    w &$3#VJME"OE1VCMJTI
    "DUJPO
    ‣ %PDLFS fi MFΛऔಘͯ͠Ϗϧυ͠ɺ&$3ʹύϒϦογϡ͢Δ
    w *OTQFDUPS4DBO
    "DUJPO
    ‣ ιʔείʔυ΍ίϯςφΠϝʔδʹରͯ͠੬ऑੑεΩϟϯ͢Δ
     ιʔείʔυ
    (JU)VC $PEF4UBS4PVSDF$POOFDUJPOͷΞʔςΟϑΝΫτ ͳͲ͔Βऔಘ
     ίϯςφΠϝʔδ
    &$3͔Βऔಘ $PEF#VJME͍Βͣʂ
    ˞࣮ࡍ͸಺෦Ͱىಈ͍ͯ͠ΔͨΊ
    $PEF#VJMEྉۚ͸͔͔Δ
14. ΞʔΩςΫνϟྫ w ͳͥ͜ͷΞʔΩςΫνϟྫΛબΜͩͷʁ IUUQTBXTBNB[PODPNKQBCPVUBXTXIBUTOFXBXTDPEFQJQFMJOFQVCMJTIJOHFDSJNBHFBXTJOTQFDUPSTDBOBDUJPOT
15. ΞʔΩςΫνϟྫ w ͳͥ͜ͷΞʔΩςΫνϟྫΛબΜͩͷʁ
16. ΞʔΩςΫνϟྫ (JU)VC %PDLFS fi MF "NB[PO
    *OTQFDUPS "84
    $PEF1JQFMJOF "84
    $PEF#VJME "NB[PO
    4 "NB[PO
    &$3 #VJME
    
    1VCMJTI 6QMPBE
    4#0. &YUSBDU 4DBO "84
    $%, "84
    $MPVE'PSNBUJPO
17. ΞʔΩςΫνϟྫ (JU)VC %PDLFS fi MF "NB[PO
    *OTQFDUPS "84
    $PEF1JQFMJOF "84
    $PEF#VJME "NB[PO
    4 "NB[PO
    &$3 #VJME
    
    1VCMJTI 6QMPBE
    4#0. &YUSBDU 4DBO "84
    $%, "84
    $MPVE'PSNBUJPO
18. $MPVE'PSNBUJPOʹ͓͚Δ$PEF1JQFMJOF "84$PEF1JQFMJOF1JQFMJOF
    
    4UBHFT
    
    "DUJPOT
19. $%,ʹ͓͚Δ$PEF1JQFMJOF BXTDPEFQJQFMJOFϞδϡʔϧ BXTDPEFQJQFMJOFBDUJPOTϞδϡʔϧ $PEF1JQFMJOFຊମ $PEF1JQFMJOFΞΫγϣϯ
20. $%,ʹ͓͚Δ$PEF1JQFMJOF BXTDPEFQJQFMJOFϞδϡʔϧ BXTDPEFQJQFMJOFBDUJPOTϞδϡʔϧ
21. $%,ίʔυྫ Ϣʔβଆ
22. $%,ίʔυྫ Ϣʔβଆ ͳͥಉ͡BDUJPOTʹ
    ͦΕͧΕͷ"DUJPOܕ͕౉ͤΔͷʁ
23. $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ
24. $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ
25. $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ
26. $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ Ͳͷ"DUJPO΋*"DUJPOͱͷ ޓ׵ੑ͕͋Δ
27. BDUJPOT
    *"DUJPO<> $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ
28. $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ Ͳͷ"DUJPOܕ΋*"DUJPOͱͷޓ׵ੑ͕͋ΔͷͰ ͦΕͧΕͷ"DUJPOܕΛBDUJPOTʹ౉ͤΔ BDUJPOT
    *"DUJPO<>
29. $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ
30. $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ ֤"DUJPOͷ಺෦࣮૷ߏ੒
31. $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ "DUJPOΫϥεQSPQTΛܧঝ
32. $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ "DUJPOʹඞཁͳ৘ใΛ
    QSPQT͔Β౉͢
33. $%,ʹ͓͚Δ$PEF1JQFMJOFΞΫγϣϯ౷߹ͷ࢓૊Έ ඞཁͳ*".ݖݶΛ෇༩
    
    "DUJPO$PO fi HΛฦ٫
34. w ֤"DUJPOΫϥεʹ͓͚Δந৅Խͷ࣮૷
    ‣ ᶃ$PEF1JQFMJOF͔Β౷߹Ϧιʔε΍4ΞʔςΟϑΝΫτ΁ͷ*".ݖݶ෇༩
    ‣ ᶄϓϩύςΟͷࣗಈࢦఆ
    ‣ ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅
    ‣ ᶆ7BSJBCMF ม਺ ͷܗࣜӅṭͱิ׬ʹΑΔೖྗͷ؆қԽ "84
    $%,ʹ͓͚Δந৅Խٕज़
35. w ᶃ$PEF1JQFMJOF͔Β౷߹Ϧιʔε΍4ΞʔςΟϑΝΫτ΁ͷ*".ݖݶ෇༩ "84
    $%,ʹ͓͚Δந৅Խٕज़ ର৅͕1VCMJD
    3FQPTJUPSZͷ৔߹͸
    FDSQVCMJDͷ࠷খݖݶΛ෇༩
36. w ᶃ$PEF1JQFMJOF͔Β౷߹Ϧιʔε΍4ΞʔςΟϑΝΫτ΁ͷ*".ݖݶ෇༩ "84
    $%,ʹ͓͚Δந৅Խٕज़ ର৅͕1SJWBUF
    3FQPTJUPSZͷ৔߹͸
    FDSͷ࠷খݖݶΛ෇༩
37. w ᶃ$PEF1JQFMJOF͔Β౷߹Ϧιʔε΍4ΞʔςΟϑΝΫτ΁ͷ*".ݖݶ෇༩ "84
    $%,ʹ͓͚Δந৅Խٕज़ ϩάάϧʔϓͷ࡞੒ݖݶ෇༩
38. w ᶃ$PEF1JQFMJOF͔Β౷߹Ϧιʔε΍4ΞʔςΟϑΝΫτ΁ͷ*".ݖݶ෇༩ "84
    $%,ʹ͓͚Δந৅Խٕज़ 4ΞʔςΟϑΝΫτͷಡΈࠐΈݖݶ෇༩ &DS#VJME"OE1VCMJTI"DUJPO͸ΞʔςΟϑΝΫτ΁ͷग़ྗ͸͠ͳ͍ͷͰ
    ಡΈࠐΈݖݶͷΈ෇༩͍ͯ͠Δ
    ˞ΞʔςΟϑΝΫτ΁ͷग़ྗ΋͢Δ"DUJPOͰ͸HSBOU8SJUF΋
39. w ᶄϓϩύςΟͷࣗಈࢦఆ "84
    $%,ʹ͓͚Δந৅Խٕज़ DBUFHPSZ ΞΫγϣϯλΠϓ ΍ QSPWJEFSͳͲΛࣗಈࢦఆ
40. w ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅
    ‣ *OTQFDUPS4DBO
    "DUJPO͸ιʔείʔυεΩϟϯͱ&$3ΠϝʔδεΩϟϯ͕͋Δ
     &$33FQPTJUPSZ/BNF
    ͱ
    *NBHF5BH
    ͸ιʔείʔυεΩϟϯͰ͸ෆཁ
     &$33FQPTJUPSZ/BNF
    ͸
    &$3ΠϝʔδεΩϟϯͷͱ͖͸ࢦఆඞਢ "84
    $%,ʹ͓͚Δந৅Խٕज़ Φϓγϣφϧ߲໨
41. w ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅
    ‣ *OTQFDUPS4DBO
    "DUJPO͸ιʔείʔυεΩϟϯͱ&$3ΠϝʔδεΩϟϯ͕͋Δ
     ೖྗΞʔςΟϑΝΫτ͸ɺ&$3ΠϝʔδεΩϟϯͷ৔߹ʹෆཁ "84
    $%,ʹ͓͚Δந৅Խٕज़ ιʔείʔυεΩϟϯͰ͸
    &$3ΠϝʔδεΩϟϯͰ͸
42. "84
    $%,ʹ͓͚Δந৅Խٕज़ w ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅
    ‣ *OTQFDUPS4DBO
    "DUJPO͸ιʔείʔυεΩϟϯͱ&$3ΠϝʔδεΩϟϯ͕͋Δ
     &$33FQPTJUPSZ/BNF
    ͱ
    *NBHF5BH
    ͸ιʔείʔυεΩϟϯͰ͸ෆཁ
     &$33FQPTJUPSZ/BNF
    ͸
    &$3ΠϝʔδεΩϟϯͷͱ͖͸ࢦఆඞਢ
     ೖྗΞʔςΟϑΝΫτ͸ɺ&$3ΠϝʔδεΩϟϯͷ৔߹ʹෆཁ ͦΕͧΕͷΫϥεʹ෼ׂ͢Δ͜ͱͰ
    ඞཁϓϩύςΟͷચ࿅͕Մೳ ιʔείʔυεΩϟϯ༻ ΞΫγϣϯΫϥε &$3ΠϝʔδεΩϟϯ༻ ΞΫγϣϯΫϥε
43. "84
    $%,ʹ͓͚Δந৅Խٕज़ w ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅ BCTUSBDUͳ#BTFΫϥεΛ࡞੒͠
    &$3ΠϝʔδεΩϟϯͱιʔείʔυεΩϟϯͰ
    ڞ௨ͷॲཧ͸ͪ͜Βʹ࣮૷
44. "84
    $%,ʹ͓͚Δந৅Խٕज़ w ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅ &$3ΠϝʔδεΩϟϯ༻ͷΫϥεΛ࡞੒͠
    &$3৘ใΛ౉͢
45. "84
    $%,ʹ͓͚Δந৅Խٕज़ w ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅ ιʔείʔυεΩϟϯ༻Ͱ͸&$3৘ใ͸౉͞ͳ͍
    ೖྗΞʔςΟϑΝΫτ JOQVUT ͸౉͢
46. "84
    $%,ʹ͓͚Δந৅Խٕज़ w ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅ &$3ΠϝʔδεΩϟϯͷQSPQTͷΈͰ&$3৘ใΛఆٛ
    SFQPTJUPSZ͸ඞਢʹ
    ιʔείʔυεΩϟϯͷQSPQTͷΈͰ
    ೖྗΞʔςΟϑΝΫτ ඞਢ Λఆٛ
47. w ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅ "84
    $%,ʹ͓͚Δந৅Խٕज़ &$3ΠϝʔδεΩϟϯʹඞཁͳ࠷খݖݶͷΈ෇༩
48. w ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅ "84
    $%,ʹ͓͚Δந৅Խٕज़
    ιʔείʔυεΩϟϯʹඞཁͳ࠷খݖݶͷΈ෇༩
    ೖྗΞʔςΟϑΝΫτ4΁ͷಡΈࠐΈݖݶͷΈ
49. w ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅ "84
    $%,ʹ͓͚Δந৅Խٕज़ ڞ௨Ͱඞཁͳݖݶ͸#BTFΫϥεͰ෇༩
50. "84
    $%,ʹ͓͚Δந৅Խٕज़ w ᶆ7BSJBCMF ม਺ ͷܗࣜӅṭͱิ׬ʹΑΔೖྗͷ؆қԽ
    ‣ l\/BNF4QBDF7BSJBCMF^zͷΑ͏ͳܗࣜͰͷࢦఆ͕ඞཁ
     ܗࣜʹ߹Θͤͯग़ྗͯ͘͠ΕΔϝιουʹΑΓϢʔβ͸ܗࣜΛҙࣝͤͣ࢖༻Ͱ͖Δ
    ‣ ֘౰ΞΫγϣϯͰ࢖༻Մೳͳม਺Λิ׬Ͱೖྗɾ֬ೝՄೳ
51. w ֤"DUJPOΫϥεʹ͓͚Δந৅Խͷ࣮૷
    ‣ ᶃ$PEF1JQFMJOF͔Β౷߹Ϧιʔε΍4ΞʔςΟϑΝΫτ΁ͷ*".ݖݶ෇༩
    ‣ ᶄϓϩύςΟͷࣗಈࢦఆ
    ‣ ᶅΫϥε෼ׂʹΑΔඞཁϓϩύςΟͷચ࿅
    ‣ ᶆ7BSJBCMF ม਺ ͷܗࣜӅṭͱิ׬ʹΑΔೖྗͷ؆қԽ "84
    $%,ʹ͓͚Δந৅Խٕज़
52. <$%,>
    ελοΫશମͰ
    
    ߦ <$MPVE'PSNBUJPO
    +40/ >
    ελοΫશମͰ
    
    ߦ
    ࠨ
    1JQFMJOF͚ͩͰ
    
    ߦ
    ӈ ΞʔΩςΫνϟྫͷ࣮૷ߦ Ϣʔβଆ ͷൺֱ
53. ͓͞Β͍ (JU)VC %PDLFS fi MF "NB[PO
    *OTQFDUPS "84
    $PEF1JQFMJOF "84
    $PEF#VJME "NB[PO
    4 "NB[PO
    &$3 #VJME
    
    1VCMJTI 6QMPBE
    4#0. &YUSBDU 4DBO "84
    $%, "84
    $MPVE'PSNBUJPO
54. ͓͞Β͍ $PEF4UBS4PVSDF$POOFDUJPO
    "DUJPO 4PVSDF
    4UBHF #VJME
    4UBHF &$3#VJME"OE1VCMJTI
    "DUJPO 4DBO
    4UBHF *OTQFDUPS4DBO
    "DUJPO (JU)VC %PDLFS fi MF %PDLFS fi MF 4#0. "SUJGBDU "SUJGBDU *NBHF &$3
55. એ఻ɿTSKaigi 2025 (05/24౔)
56. TSKaigi 2025 (05/24౔)
57. એ఻ɿࣗ࡞πʔϧOSSͷ͝঺հ
58. ࣗ࡞044
    "84πʔϧ ʲDMTʳ4όέοτΛߴ଎ʹ࡟আɾۭʹ͢Δπʔϧ
    ‣ IUUQTHJUIVCDPNHPUPLDMT
    ʲEFMTUBDLʳ"84
    $MPVE'PSNBUJPOελοΫڧ੍࡟আπʔϧ
    ‣ IUUQTHJUIVCDPNHPUPLEFMTUBDL
    ʲMBNWFSʳ-BNCEBϥϯλΠϜόʔδϣϯݕࡧπʔϧ
    ‣ IUUQTHJUIVCDPNHPUPLMBNWFS
59. ࣗ࡞044
    "84πʔϧ ʲDMTʳ4όέοτΛߴ଎ʹ࡟আɾۭʹ͢Δπʔϧ ର࿩Ͱݕࡧͯ͠ɺෳ਺όέοτฒྻҰׅ࡟আʂ
    ඇݱߦόʔδϣϯͷΈ࡟আ΋Մೳʂࠓ࿩୊ͷ4
    5BCMFTͷ࡟আʹ΋ରԠʂ
60. ࣗ࡞044
    "84πʔϧ ʲEFMTUBDLʳ"84
    $MPVE'PSNBUJPOελοΫڧ੍࡟আπʔϧ $'O࡟আͰࣦഊ͢ΔϦιʔε͕͋ͬͯ΋ελοΫϦιʔε͝ͱڧ੍࡟আʂ
    ର࿩Ͱݕࡧͯ͠ɺෳ਺ελοΫҰׅ࡟আՄೳʂ
    ґଘؔ܎ΛՃຯͯ͠৽͍͠΋ͷ͔Βॱʹ࡟আ
61. ࣗ࡞044
    "84πʔϧ ʲMBNWFSʳ-BNCEBϥϯλΠϜόʔδϣϯݕࡧπʔϧ Ϧʔδϣϯԣஅݕࡧʂશબ୒΍ϑΟϧλϦϯά΋Մʂ
    $47ग़ྗΦϓγϣϯ΋͋Γʂ
62. ࣗ࡞044
    "84πʔϧ ʲMBNWFSʳ-BNCEBϥϯλΠϜόʔδϣϯݕࡧπʔϧ Ϧʔδϣϯԣஅݕࡧʂશબ୒΍ϑΟϧλϦϯά΋Մʂ
    $47ग़ྗΦϓγϣϯ΋͋Γʂ
63. ࣗ࡞044
    "84
    $%,
    $POTUSVDU
    ϥΠϒϥϦ ʲJNBHFTDBOOFSXJUIUSJWZʳ$%,Ͱ5SJWZͰίϯςφΠϝʔδεΩϟϯ
    ‣ IUUQTDPOTUSVDUTEFWQBDLBHFTJNBHFTDBOOFSXJUIUSJWZ
    ʲJNBHFTDBOOFSXJUIEPDLMFʳ$%,Ͱ%PDLMFͰίϯςφΠϝʔδεΩϟϯ
    ‣ IUUQTDPOTUSVDUTEFWQBDLBHFTJNBHFTDBOOFSXJUIEPDLMF
    ʲFMCPUIFSYYBMBSNʳ$%,ͰϚΠφʔͳYY   ͷ&-#ΞϥʔϜ
    ‣ IUUQTDPOTUSVDUTEFWQBDLBHFTJNBHFTDBOOFSXJUIEPDLMF
64. 5IBOL
    :PV LHPUP
    "84
    %FW5PPMT
    )FSP
    9
    !@TUFQ@UFDI
    (JU)VC
    !HPUPL