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運用におけるシェルの役割とそのあり方を考える

 運用におけるシェルの役割とそのあり方を考える

July Tech Fest 2018のB40でお話した資料です。

Kazuhiko Yamashita

July 29, 2018
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Transcript

  1. ʙ4IFMMͱ͖ΌΓʔͺΈΎͺΈΎ͕ͱʹ͔͘޷͖ͳΜͰ͢ʙ
    !QZBNB(.01FQBCP *OD
    +VMZ5FDI'FTUB
    ӡ༻ʹ͓͚ΔγΣϧͷ໾ׂͱ
    ͦͷ͋ΓํΛߟ͑Δ

    View Slide

  2. γχΞɾϓϦϯγύϧΤϯδχΞ
    ࢁԼ࿨඙!QZBNB
    ϗεςΟϯάࣄۀ෦νʔϑςΫχΧϧϦʔυ

    View Slide

  3. -JOVYͷ౷߹Ϣʔβʔ؅ཧ
    50.-ܗࣜ
    )551+40/
    -%"1΍%#ͷ؅ཧͷӡ༻ෛՙ
    ѻ͍΍͍͢ϑΥʔϚοτ
    ൚༻ੑɾ֦ுੑ

    View Slide

  4. ϗεςΟϯάࣄۀ &$ࢧԉࣄۀ ϋϯυϝΠυɾͦͷଞࣄۀ

    View Slide

  5. ೥ ϩϦϙοϓʂϨϯλϧαʔόαʔϏεఏڙ։࢝


    ೥ ϔςϜϧαʔϏεఏڙ։࢝
    1ࢁ͕ϖύϘʹೖࣾʂʂ̍
    ೥݄೔
    ࣛࣇౡݝग़ਫࢢʹ͓͍ͯ1ࢁര஀ʂʂ̍
    ೥ ݱࡏɾ૑ۀ೥໨
    ϜʔϜʔυϝΠϯαʔϏεఏڙ։࢝

    View Slide

  6. ͙͢ʹ࢖͑Δɺͣͬͱ࢖͑Δ
    ϩϦϙοϓʂϨϯλϧαʔό
    IUUQTMPMJQPQKQ

    View Slide

  7. ͙͢ʹ࢖͑Δɺͣͬͱ࢖͑Δ
    ϩϦϙοϓʂϨϯλϧαʔό
    IUUQTMPMJQPQKQ
    ೥ʙ ೥໨

    ར༻࣮੷
    αΠτ਺ສҎ্
    Ϣʔβʔ਺ສਓҎ্
    τϥϑΟοΫ
    ສઍΞΫηεඵ
    ϐʔΫ(CQT
    ࠷ۙϦϦʔε
    ւ֎*1ϑΟϧλʔ
    ίϯςϯπΩϟογϡ

    View Slide

  8. ࠓ೔࿩͢͜ͱ
    w 4IFMMʹର͢Δ͍͔ͭ͘ͷߟ࡯
    w ࣌୅ͱਓྨʹ͍ͭͯ
    w ϖύϘͷࣄྫ
    w ·ͱΊ

    View Slide

  9. 4IFMM
    4IFMM4IFMM4DSJQU

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  10. ࿩͠खͷ࠷ߴܼ࡞

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  11. ࣇಐϙϧϊϒϩοΩϯά
    ࣗಈԽ
    XHFUͰϒϩοΩϯά
    ϦετΛऔಘ
    ਆ͕͔ͬͨBXLͰ
    ϒϩοΫϦετΛ
    31;ϑΥʔϚοτ΁
    *4$#*/%΁
    ઃఆΛ഑෍͠
    Ϧϩʔυ
    ೥ͷ*41ʹ͓͍ͯ͸
    ࠷ઌ୺ͩͬͨ͸ͣɾɾɾ

    View Slide

  12. View Slide

  13. 8ۀքʹ͓͚Δ
    4IFMMͷཱͪҐஔ
    w อकʹར༻͢Δπʔϧྨͷ։ൃݴޠ
    w ୭͔͕ॻ͍ͨਆ4IFMM͕఻Θͬͨͳ
    ʹ͔

    View Slide

  14. ೥ݱࡏ
    ͳͥ4IFMM͕࢖ΘΕΔͷ͔
    w ޮ཰͕͍͍͔Βʁ
    w ͙͢ॻ͚Δ͔Βʁ

    View Slide

  15. 8FCۀքʹ͓͍ͯ
    ࠓޙͷ͋ΓํΛߟ͑Δ

    View Slide

  16. ϥΠϑαΠΫϧ͔Βͷ
    ߟ࡯

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  17. ιϑτ΢ΣΞͷϥΠϑαΠΫϧ
    اը
    ։ൃ
    ӡ༻ อक

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  18. ։ൃ ӡ༻ɾอक
    ख͕ؒগͳ͍ʁ
    ୭Ͱ΋ॻ͚Δʁ
    ಋೖָ͕
    ୭Ͱ΋࣮ߦग़དྷΔʁ
    ґଘ͕গͳ͍
    ୭Ͱ΋ॻ͚Δ͔Βอक͠΍͍͢ʁ
    4IFMMͷಛ௃

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  19. ख͕ؒগͳ͍ʁ୭Ͱ΋ॻ͚Δʁ
    4IFMMͷ։ൃ
    ύΠϓΛར༻ͨ͠
    ڧྗͳ૊Έ߹Θͤػߏ
    ։ൃɺ࣮ߦ؀ڥͷ४උͷखؒ
    ڧྗ͗͢Δ͜ͱ΋͋Δʜ
    HSFQFYBNQMFGPPUYUca
    BXLb\QSJOU^`ca
    TPSUcVOJR
    ಛఆͷαʔόɺಛఆͷσΟϨΫτϦͰಈ͘ʜ
    ࣍ϖʔδʹ࣮ྫ

    View Slide

  20. ڧྗͳ4IFMM͸೉͍͠
    pOEOBNFFYBNQMFQSVOFPUZQFGOBNFQMSFBEBCMFQSJOUa
    cYBSHTHSFQMbGPP
    ΧϨϯτσΟϨΫτϦ഑ԼͷจࣈྻFYBNQMFΛআ͘ OBNFFYBNQMFQSVOF

    ಡΈࠐΈՄೳͳQFSMͷϑΝΠϧ PUZQFGOBNFlQMzSFBECMF
    ͷ
    ҰཡΛ/6--۠੾ΓͰग़ྗ͠ QSJOU
    ɺ
    ͦΕΛGPPͰݕࡧ͠ɺ߹கͨ͠ΒϑΝΠϧ໊Λදࣔ͢Δ HSFQMbGPP`

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  21. wΠϯετʔϧͷख͕ؒຆͲແ͍
    wґଘੑ͕গͳ͍
    4IFMMͷӡ༻ɾอक
    ଞݴޠʹൺ΂ͯɺಋೖɺ
    ϝϯςφϯείετ͸௿͍

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  22. ୭Ͱ΋࣮ߦग़དྷΔʁ
    ୭Ͱ΋ॻ͚Δ͔Βอक͠΍͍͢ʁ
    4IFMMͷӡ༻ɾอक
    ୭Ͱ΋࣮ߦͰ͖ΔΘ͔Γ΍͍͢
    ୭Ͱ΋ॻ͚ΔʹΘ͔Γ΍͍͢
    ڧྗ͗͢ΔΘ͔Γʹ͍͘ͱͳΔͱίετ૿େͷཁҼʹͳΔ

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  23. ڧྗ͗͢Δ໰୊͸ଞͷݴޠͰ͸ى͖ͳ͍ͷ͔ʁ
    େ͖ͳಛ௃Ͱ͋ΔύΠϓΛ׆͔ͨ͠ޮ཰Խɺ
    Φϓγϣϯͷදݱྗ͕ݴޠ্ͷಛੑͱͯ͠
    ڧྗ͗͢Δ໰୊Λى͜͠΍͍͢

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  24. ΈΜͳ͕4IFMMʹରͯ͠ߴεΩϧͰ͋Ε͹ʁ
    ࡢࠓͷ8ۀքͰඞཁʹͳΔεΩϧηοτͷ͏ͪ
    4IFMMʹରͯ͠εΩϧΛ౤ࢿ͢Δ͜ͱ͸ඞͣ͠΋߹ཧతͱ͸
    ݴ͑ͳ͍

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  25. ͦΜͳձࣾ͋ΔΜͰ͔͢ʁ

    View Slide

  26. 641ݚڀॴ
    Ϣχέʔδ։ൃख๏
    IUUQTXXXVTQMBCDPNNFUIPEPMPHZIUNM

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  27. w3%#Λར༻ͤͣɺςΩετϑΝΠϧʹΑͬͯσʔλΛ؅ཧ
    wϓϩάϥϜͷ࠶ར༻͸ιʔείϐʔˠมߋӨڹΛݶఆ
    w୯ػೳԽ͠ιʔεΛখ͘͢͞Δ͜ͱͰ࢖͍ࣺͯΔ
    641ݚڀॴ
    4IFMMʹಛԽͨ͠։ൃख๏

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  28. ൃੜσʔλ͸غͯͳ͍ɻશͯஷΊ͓ͯ͘
    ޮ཰ΑΓ΋Ҡ২ੑ
    ͞·͟·ͳٕज़Λࠞࡏͤ͞ͳ͍
    ॊೈʹมԽͰ͖Δ͜ͱ͕େࣄ
    Ϣχέʔδ։ൃख๏

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  29. 4IFMMͰۀ຿γεςϜ΍8FCγεςϜ͸࡞ΕΔ
    ༏Ε࣮ͨ੷Λग़͍ͯ͠Δख๏ɾاۀ͸ଘࡏ͢Δ͕
    ଟ͘ͷٕज़ελοΫΛ๊͑Δ8FCαʔϏεఏڙاۀͰ
    ͜ͷઓུ͸؆୯ʹ໛฿Ͱ͖ͳ͍

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  30. ༨ஊऴΘΓ

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  31. ࣌ؒͷܦաͱ
    ϨόϨοδ
    ण໋͕௕͘ͳΕ͹ͳΔ΄Ͳɺ౤ࢿ͸ճऩ͞ΕΔ͠
    ෛ࠴͸ੵΈॏͳΔ
    4IFMM࠷େͷϝϦοτ͸։ൃ࣌ͷޮ཰ԽͰ͋Γ
    ӡ༻͕௕͘ͳΕ͹ͳΔ΄ͲՄಡੑ͕ॏ͘ͷ͔͔͠Δ

    View Slide

  32. ϥΠϑαΠΫϧͷ݁࿦
    4IFMMʹΑΔ։ൃޮ཰Խ͸ૉ੖Β͍͠
    ӡ༻ɾอक໘ʹ͓͍ͯෳ਺ਓ͕ؔΘΔ৔߹ɺֶशίετͷ૯࿨͕
    ߴ͘ͳΔͨΊӡ༻อक͕ඞཁͳ͍ہ໘Ͱར༻͢΂͖
    ӡ༻ʹͷͬͯ͠·͏ͱɺ೔Λ௥ͬͯͦͷίετ͸ੵΈॏͳΓ
    େ͖ͳෛ࠴ͱͳΔɻ
    ҰํͰϢχέʔδ։ൃख๏ͷΑ͏ʹ4IFMMʹରͯ͠ಛԽͨ͠
    ։ൃख๏ɺΞϓϩʔνΛऔΔ৔߹ɺͦΕΒͷ໰୊ΛΫϦΞग़དྷΔ͕
    ଟ͘ͷؔ࿈ٕज़ɺϛυϧ΢ΣΞ͕͋Δ8FCۀքʹ͓͍ͯ͸
    ͦͷઓུ͸औΓͮΒ͍ɻ

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  33. ݴޠಛੑ͔Βͷ
    ߟ࡯

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  34. 4IFMMͷಘҙͳͱ͜Ζ
    w ύΠϓΛར༻ͨ͠ڧྗͳ૊Έ߹Θͤػߏ
    w ඪ४ೖྗૢ࡞
    HSFQFFYBNQMFGPPUYUca
    BXL' \QSJOU^
    'JMFSFBEMJOFT GPPUYU

    HSFQ ?FYBNQMF
    FBDIEPcOc
    QVUTOTQMJU
    <>
    FOE
    4IFMM 3VCZ

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  35. 4IFMMͷۤखͳͱ͜Ζ
    w ςετ࣮૷
    w มԽʹڧ͍࣮૷
    w ࠶ར༻ੑͷߴ͍࣮૷

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  36. IUUQTDMPVEQBDLNFEJB

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  37. ςετ࣮૷
    w TI6OJUͳͲςετϑϨʔϜϫʔΫ͸ଘࡏ
    w .PDL΍4UVC͸΍ΓͮΒ͍
    GVODUJPO@DVSM
    \
    JG<[*4@5&45>UIFO
    DVSM!
    FMTF
    DBUUNQKTPO
    p
    ^
    @DVSMIUUQTFYBNQMFDPN
    ςετΛॻͨ͘Ίͷ࣮૷͕
    ඞཁʹͳΓ͕ͪ

    View Slide

  38. มԽʹڧ͍࣮૷
    HSFQTUOTBDDFTTMPHcBXL\QSJOU ^cTPSULcVOJR
    มԽʹڧ͍JTಛఆͷมߋ͕ଞʹӨڹΛٴ΅ͮ͠Β͍
    HSFQTUOTBDDFTTMPHcBXL\QSJOU ^cTPSULcVOJR
    औಘΧϥϜͷ૿Ճʹ൐͍ɺՕॴͷมߋ͕ඞཁʹͳΔ
    TPSUͷΧϥϜͷมߋ͕࿙ΕΔͱόάͱͳΔ

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  39. ࠶ར༻ੑͷߴ͍࣮૷
    w $MBTTɾ/BNF4QBDFͳͲͱ͍͏΋ͷ͸ͳ͍
    w HFNQJQͷΑ͏ͳύοέʔδ؅ཧπʔϧ΋ͳ͍
    TVCDPNNBOE
    TIJGU
    DBTFTVCDPNNBOEJO
    GPP

    FDIPGPP



    FDIPEFGBVMU

    FTBD
    Φϓγϣϯͷύʔεͱ͔
    ଟݴޠͳΒ͹ύοέʔδͰ
    ָͰ͖Δͱ͜Ζ͕͓ख੡

    View Slide

  40. ༨ஊ4IFMM͸҉໧త
    HSFQFFYBNQMFGPPUYUca
    BXL' \QSJOU^
    'JMFSFBEMJOFT GPPUYU

    HSFQ ?FYBNQMF
    FBDIEPcOc
    QVUTOTQMJU
    <>
    FOE
    4IFMM 3VCZ
    ϑΝΠϧΛ։͘ͱ͍͏͜ͱҰͭʹͯ͠΋ɺͱͯ΋҉໧త

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  41. ݴޠಛੑͷ݁࿦
    ςετ࣮૷ͷͮ͠Β͞ɺ·ͨݴޠจԽతʹ΋͋·Γςετ͕ॻ͔Εͳ͍
    ͜ͱ΍ɺ࠶ར༻ੑͷ௿͞ɺදݱྗͷ௿͔͞Β΍͸Γ௕ظతͳӡ༻ʹ͸
    ޲͔ͳ͍ݴޠͰ͋Δͱݴ͑Δ͕ɺҰํͰ୹ظతɺ·ͨ͸มԽ͕গͳ͍
    ہ໘Ͱ͋Ε͹ߴޮ཰ͳ։ൃ͕ՄೳͰ͋Δɻ

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  42. มԽ͕গͳ͍ہ໘
    w4MBDL௨஌ͳͲͷD63-࣮ߦ͢Δ͚ͩ8SBQQFS
    wσʔλϕʔεόοΫΞοϓεΫϦϓτ
    w؂ࢹܥεΫϦϓτ

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  43. Ͱ΋ɺ๻ɺ࠷ۙ΄ͱΜͲ
    4IFMMॻ͔ͳ͍ΜͰ͢ΑͶʜ

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  44. ੲ͸ΈΜͳ4IFMM
    ॻ͍ͯͨ͡ΌΜʁ

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  45. ͳͥਓྨ͸4IFMMΛॻ͔ͳ͘ͳͬͨͷ͔
    w*OGSBTUSVDUVSFBT$PEF
    wࣗಈԽͷߴ౓Խ
    wλΠϜεύϯ

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  46. *OGSBTUSVDUVSFBT$PEFͱ͸ɺΠϯϑϥ
    ͷߏ੒Λ؅ཧͨ͠ΓɺϓϩϏδϣχϯάΛ
    ࣗಈԽ͢ΔͨΊʹϋΠϨϕϧɺ΋͘͠͸એ
    ݴతͳݴޠͰίʔυΛॻ͘͜ͱͰ͋Δɻ͜
    Ε͸୯ʹεΫϦϓτΛॻ͘ͷͰ͸ͳ͘ɺι
    ϑτ΢ΣΞ։ൃͰ࣮ূ͞Ε͍ͯΔϓϥΫςΟ
    εΛ࢖͏ɻྫ͑͹ɺόʔδϣϯ؅ཧɺςετɺ
    খ͞ͳσϓϩΠϝϯτɺσβΠϯύλʔϯͷ
    ࢖༻ͳͲͩɻ
    5IPVHIUXPSLT

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  47. *OGSBTUSVDUVSFBT$PEF
    w͜Ε·Ͱ4IFMMΛॻ͍͍ͯͨϓϨΠϠʔୡ͕

    --΍(PMBOHΛॻ͖࢝Ίͨ
    wιϑτ΢ΣΞͷϓϥΫςΟεͰ͋Δɺܧଓత

    ΠϯςάϨʔγϣϯͱ4IFMMͷ૬ੑͷѱ͞

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  48. ࣗಈԽͷߴ౓Խ
    w--΍(PMBOHͰ؆୯ʹϓϩηε͕࡞ΕΔ࣌୅
    PME
    KPCTI
    OPX
    TFSWJDFKPCTUBSU
    ศརεΫϦϓτ͸΋͸΍ࣗಈԽͰ͸ͳ͍

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  49. λΠϜεύϯ
    อकπʔϧͷ։ൃ࣌ʹ͸Ұݟɺߴޮ཰ʹࢥ͑Δ
    4IFMM͕ͩɺӡ༻ʹͷͬͯ͠·͏ͱɺՄಡੑɺ
    ҉໧ੑͷίετΛ෷͍ଓ͚Δ͜ͱʹͳΔɻ
    αʔϏεͷӡ༻͕௕ظԽ͢Ε͹͢Δ΄Ͳɺ
    4IFMM͕બ͹Εͳ͘ͳΔɻ

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  50. ࣌୅ͱਓͷมԽ

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  51. ࣌୅ͱਓͷมԽ
    *OGSBTUSVDUVSFBT$PEFͳͲͷීٴ͕͋ͬͨ
    ͱͯ͠΋ɺ͜Ε·Ͱ4IFMMΛॻ͍͖ͯͨΤϯδ
    χΞ͕͋Δ࣌ɺ--΍(PMBOHΛॻ͚ΔΑ͏ʹͳ
    ΔΘ͚Ͱ͸ͳ͍ɻ
    ૊৫্ͷ՝୊͕ੜ·ΕΔ

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  52. ϖύϘͷࣄྫ
    wਓྨ͸ࣗ෼ͷಘҙͳݴޠΛબΜͰ͠·͏
    wաڈͷ΍ΓํΛม͑Δʹ͸େ͖ͳมԽ͕ඞཁ
    ʹͳΓɺݸʑਓͷ͔ͳΓͷ౒ྗ͕ඞਢ
    ઈࢍ՝୊ܧଓத

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  53. ϖύϘͷࣄྫ
    ڭҭ ࢓૊Έ
    ՝୊ղܾʹ޲͚ͨऔΓ૊Έ
    wޒे࿡ϝιου
    wಡॻձ
    wݴޠԽ
    wਓࣄධՁ૊ΈࠐΈ

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  54. ΍ͬͯΈͤɺݴͬͯฉ͔ͤͯɺͤͯ͞Έͤɺ
    ΄Ίͯ΍ΒͶ͹ɺਓ͸ಈ͔͡
    ࢁຊޒे࿡

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  55. ਓࣄධՁ૊ΈࠐΈ
    IUUQTUFDIQFQBCPDPNFOHJOFFSBTTFTTNFOU

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  56. ϖύϘͷධՁ੍౓
    ΞΫγϣϯධՁ
    wۀ੷ධՁ
    wظटʹఆΊͨۀ੷໨
    ඪʹର͢ΔධՁ
    wݸਓͷ༗ػత੒௕
    ʹର͢ΔධՁ
    wٕज़ྗධՁ
    w౳ڃ͝ͱʹج४͕͋Γɺ
    ઈରධՁ
    άϨʔυධՁ

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  57. ݸʑਓͷݴޠֶश
    ධՁ੍౓Ͱ໌ࣔతʹධՁ͢Δ
    wϓϩάϥϛϯάݴޠͷֶश͸ݸਓʹ͔ͳΓͷ
    ࣌ؒ࿑ྗΛཁٻ͢Δ
    wϖύϘ͸ݸਓͷֶशʹΑͬͯੜ·Εͨ੒ՌΛ
    ධՁ͍ͯ͠Δ

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  58. QZBNBͷ೥্ظͷ໨ඪ

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  59. ࣄྫৄࡉ

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  60. ैདྷͷϨϯλϧαʔόෛՙରԠ
    αΠτʹେྔΞΫηε
    αʔόͷෛՙ͕ߴ͘ͳΔ
    ಉ͡αʔόಉډऀͷαΠτ

    ΋஗͘ͳΔ
    ਆ͕͔ͬͨ4IFMMͰ
    ෛՙͷߴ͍ݪҼΛׂΓग़͠
    ಉ࣌઀ଓ੍ݶΛ͢Δ

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  61. ਆ͕͔ͬͨ4IFMM
    UBJMWBSMPHIUUQEBDDFTT@MPHca
    BXL\D<>B^&/%a
    \GPS YJOD
    \QSJOUG E G
    TaO D DB Y
    ^^ca
    TPSUSOcIFBE
    ΋͸΍ਆۀͰ͋Δ

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  62. ର࿩ࣜͷ4IFMMͰ੍ݶ
    VTSMPDBMCJOPQF@TFU@NBYDMJFOUT
    ର৅ͷૢ࡞Λೖྗ͍ͯͩ͘͠͞

    ࡞੒͢Δ

    ࡟আ͢Δ

    ཤྺ൓өͷΈ
    <cccDcEcO>D
    ର৅ͷΞΧ΢ϯτΛೖྗ͍ͯͩ͘͠͞ʢྫɿMPMJQPQKQIPHFIPHFʣ
    FYBNQMFDPN
    ର৅ͷ7)045Λೖྗ͍ͯͩ͘͠͞
    FYBNQMFDPN
    ಉ࣌઀ଓ਺Λೖྗ͍ͯͩ͘͠͞<σϑΥϧτ>

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  63. ͙͢ʹ࢖͑Δɺͣͬͱ࢖͑Δ
    ϩϦϙοϓʂϨϯλϧαʔό
    IUUQTMPMJQPQKQ
    ೥ʙ ೥໨

    ར༻࣮੷
    αΠτ਺ສҎ্
    Ϣʔβʔ਺ສਓҎ্
    τϥϑΟοΫ
    ສઍΞΫηεඵ
    ϐʔΫ(CQT
    ࠷ۙϦϦʔε
    ւ֎*1ϑΟϧλʔ
    ίϯςϯπΩϟογϡ

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  64. ޮ཰Խ
    ͷݶք

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  65. ϩʔυΞϕϨʔδΛ
    ؂ࢹ
    ௚ۙͷϩά͔Β߹ܭ
    ॲཧ࣌ؒͷ௕͍WIPTUɾ
    ΞΧ΢ϯτΛׂΓग़͢
    ಉ࣌઀ଓ਺੍ݶ
    ෛՙͷ௿Լʹͯ
    ࣗಈղআ
    HPMBOHͷύοέʔδΛར༻ͯ͠औಘ
    UBJM࣮૷Λॻ͍ͯ044Խ
    IUUQTHJUIVCDPNQZBNBQUBJM
    NPE@NSVCZΛར༻͠ɺಉ࣌઀ଓ਺੍ݶʹՃ͑ɺ
    DHSPVQͰར༻Ͱ͖ΔϦιʔεΛ੍ޚ
    "1*Λ࣮૷͠ɺ͓٬༷ʹ௨஌
    ࣗಈԽ͞ΕΔͨΊɺ໭͠๨Ε͕ͳ͍

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  66. ղܾͰ͖ͨ՝୊
    w(PMBOHͰ͸ςετͷ࢓૊Έ΋ݴޠαϙʔτ͕
    ͋ΓɺՄಡੑͷߴ͍ঢ়ଶͰӡ༻ʹ૊ΈࠐΊͨ
    w$*$%Λ੔උ͢Δ͜ͱͰɺ͜Ε·Ͱଐਓతͳ
    ར༻ํ๏ɺӡ༻อकͰ͋ͬͨ͜ͱ͕νʔϜ୯
    ҐͰߦ͑ΔΑ͏ʹͳͬͨ

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  67. ͳͥ(PMBOHʁ
    wγεςϜϓϩάϥϛϯάʹඞཁͳ"1*͕Ұ௨
    Γἧ͍ͬͯΔ
    wՄൖੑ͕ߴ͘ɺαʔόʹ഑ஔ͠΍͍͢
    w೔ৗͷۀ຿վળ͔Βϛυϧ΢ΣΞ։ൃ·ͰҰ
    ؏ͯ͠ಉ͡ݴޠͰੜ࢈ੑߴ࣮͘૷Ͱ͖Δ

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  68. ୤4IFMMʹ޲͚ͯ
    w4IFMMͷಘҙͳͱ͜Ζ͸ੵۃతʹར༻͢Δ
    wͪΐͬͱͨ͠ௐࠪͱ͔ɺઌʹड़΂ͨมԽͷগ
    ͳ͍ہ໘
    wӡ༻ʹͷͬͯ͠·͏ͱɺෛ࠴ͷ࢝·ΓͱͳΔ
    ͨΊɺڧ͍ؾ࣋ͪͰॻ͖׵͍͑ͯ͘

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  69. ͦΕͰ΋4IFMMΛ
    ࢖͍͍ͨͱ͖͸
    4IFMMͷ՝୊ͱ޲͖߹͓͏

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  70. QBSTF@MPH
    \
    DBUcHSFQFFYBNQMFcBXL\QSJOU^
    ^
    TVJUF
    \
    TVJUF@BEE5FTUUFTU@QBSTF
    ^
    UFTU@QBSTF
    \
    SFTVMUQBSTF@MPHUFTUTUFTUUYU
    BTTFSU&RVBMTFYBNQMFDPNSFTVMU
    ^
    ςετΛॻ͜͏
    wมߋͨ͠ͱ͖ʹɺ࢓༷͕
    อશ͞Ε΍͘͢ͳΔ
    wՄಡੑ͕௿ͯ͘΋ɺ*0͕
    ՄࢹԽ͞Εͯཧղ͠΍͢
    ͘ͳΔ

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  71. *-PWF5FTU
    wมߋʹऑ͍ݴޠಛੑΛࢧ͑ͯ͘ΕΔ5FTU
    wՄಡੑͷ௿͞Λαϙʔτͯ͘͠ΕΔ5FTU
    w࢓༷͕มΘΒͳ͍4IFMM͔ͩΒͦ͜ɺ௕ظͰ৴
    པͰ͖Δ5FTU

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  72. وํͱੈͷதͱͷઓ͍ͳΒɺੈͷதͷ΄͏
    ʹṌ͚ͳ͍͞ɻ
    ΧϑΧ

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  73. ࠓ೔ͷ΂ͨ͜ͱ
    w 8FCαʔϏεӡ༻ʹ͓͍ͯ4IFMMΛར༻͢΂͖͸มԽ͕গ
    ͳ͍ͱ͜ΖɺϥΠϑαΠΫϧ͕୹͍ͱ͜Ζ
    w ڧྗ͗͢Δ4IFMM͸Մಡੑ͕ॏ͘ͷ͔͔͠Γɺޙʹେ͖ͳෛ
    ࠴ͱͳΔ
    w ݴޠγϑτ͸૊৫తͳऔΓ૊ΈΛਐΊͳ͚Ε͹ͳΒͳ͍
    w ͦΕͰ΋4IFMMΛॻ͘ͳΒ͹ɺςετ͸ॻ͜͏

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  74. w ιϑτ΢ΣΞͷߴ͍ޓ׵ੑͱ௕͍࣋ଓੑΛ໨ࢦ͢104*9
    த৺ओٛϓϩάϥϛϯά
    w 6OJWFSTBM4IFMM1SPHSBNNJOH 641
    ޲͚γΣϧػೳͱ࣮

    ࢀߟจݙ

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  75. ँࣙ

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  76. w !NBUTVNPUPSZ
    w 641ͷ࿦จͷ঺հ΍ɺٕज़ྗͷࠩͰ͸ͳ͍ͱ͍͏࿦ڌͱɺ
    લఏΛ͸͖ͬΓ͢Δ఺ʹ͍ͭͯࢦఠΛ΋Βͬͨɻ
    w !UONU
    w ݴ༿ͷఆٛͷࢹ఺΍ɺௌऺʹ఻ΘΓͮΒ͍෦෼ͷࢦఠΛ
    ΋Βͬͨɻ
    w !ITCU
    w શମͷετʔϦʔͷҰ؏ੑͱɺϒϨ͕͋Δ෦෼ͷࢦఠΛ
    ΋Βͬͨɻ
    ࣾ಺ͰϨϏϡʔͯ͘͠Εͨਓʑ

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  77. ৽ଔɾத్ઈࢍ࠾༻த
    ࠷৽ͷ࠾༻৘ใΛνΣοΫˠ !QC@SFDSVJU

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  78. 5IBOLZPV

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