$30 off During Our Annual Pro Sale. View Details »

Bring out the ability of CircleCI 2.0

Bring out the ability of CircleCI 2.0

CircleCI Meetup Tokyo #3 の発表資料です
https://connpass.com/event/64629/

Hideki Igarashi

September 15, 2017
Tweet

More Decks by Hideki Igarashi

Other Decks in Programming

Transcript

  1. #SJOHPVUUIFBCJMJUZPG
    $JSDMF$*
    )JEFLJ*HBSBTIJ
    4FQUFNCFS
    $JSDMF$*.FFUVQ5PLZP

    View Slide

  2. ޒेཛྷӳथ
    &OHJOFFS
    !HBOUB
    !HBOUB

    View Slide

  3. View Slide

  4. View Slide

  5. Rails

    View Slide

  6. Rails
    ຊ೔ͷ͓࿩͸3BJMTʹݶΒͣ
    ଞͷݴޠɾϑϨʔϜϫʔΫʹ΋
    Ԡ༻Ͱ͖Δ಺༰Ͱ͢

    View Slide

  7. ຊ೔ͷ͓୊
    w $JSDMF$*ʹҠߦͨ͠ܦҢ
    w Ͱ՝୊ͩͬͨ͜ͱ
    w ʹҠߦͯ͠ͲͷΑ͏ʹղܾ͔ͨ͠
    w Ҡߦޙʹૺ۰ͨ͠՝୊ͱղܾํ๏
    w ࠓޙ΍Γ͍ͨ͜ͱ

    View Slide

  8. $JSDMF$*ʹҠߦͨ͠ܦҢ

    View Slide

  9. Ͱ՝୊ͩͬͨ͜ͱ
    ଎౓໰୊
    w ιʔείʔυͷνΣοΫΞ΢τ͕஗͍
    w ςετ։࢝લͷηοτΞοϓॲཧ͕஗͍
    ฒྻ࣮ߦ࣌ͷ໰୊
    w ςετฒྻ࣮ߦ༻ͷϦόϥϯγϯά͕໘౗

    View Slide

  10. ଎౓໰୊

    View Slide

  11. ιʔείʔυͷνΣοΫΞ΢τ͕஗͍
    1.6GB

    HJUDMPOF
    ·ͨ͸
    ΩϟογϡϦετΞ
    ϦϙδτϦ͕ڊେ

    View Slide

  12. ηοτΞοϓॲཧ͕஗͍
    w ϕʔε04΁ͷ؀ڥߏங
    w "15ύοέʔδͷΠϯετʔϧ
    w ϛυϧ΢ΣΞ
    w ࣗલͰΠϯετʔϧɾىಈ
    w ґଘؔ܎ͷղܾ
    w CVOEMFJOTUBMMOQNJOTUBMM
    w σʔλϕʔεͷηοτΞοϓ
    w ΩϟογϡͷංେԽ

    View Slide

  13. Φʔόʔϔου͕େ͖͍ͨΊ
    ฒྻ਺Λ૿΍ͯ͠΋ޮՌ͕ബ͍

    Ϗϧυճ͋ͨΓͷॴཁ࣌ؒ

    View Slide

  14. ฒྻ࣮ߦ࣌ͷ໰୊

    View Slide

  15. ςετฒྻ࣮ߦ༻ͷϦόϥϯγϯά͕໘౗
    w ෳ਺ϊʔυͰޮ཰Α͘ςετ࣮ߦ͢ΔͨΊʹ࣮ߦ࣌ؒϕʔεͰόϥ
    ϯγϯά͍ͨ͠
    w ,OBQTBDLͱ͍͏(FNΛར༻
    w ϦόϥϯγϯάͷͨΊͷϨϙʔτੜ੒Λ௚ྻͰςετ࣮ߦ͢Δ
    ඞཁ͕͋Δ
    w Ϩϙʔτ͸ϦϙδτϦʹίϛοτ
    w $*ͷۭ͍͍ͯΔૣேʹ೔࣍Ͱόον࣮ߦ
    w Ϩϙʔτߋ৽ͷ1VMM3FRVFTUΛࣗಈ࡞੒
    w 1VMM3FRVFTUΛ໨ࢹ֬ೝͯ͠खಈͰϚʔδ

    View Slide

  16. ʹҠߦͯ͠ͲͷΑ͏ʹղܾ͔ͨ͠
    ଎౓໰୊
    w ιʔείʔυͷνΣοΫΞ΢τ͕஗͍
    ˰νΣοΫΞ΢τॲཧΛΧελϚΠζ
    w ςετ։࢝લͷηοτΞοϓॲཧ͕஗͍
    ˰ηοτΞοϓࡁΈ%PDLFSΠϝʔδͷར༻
    ˰৽ΩϟογϡػߏΛ׆༻

    View Slide

  17. ଎౓໰୊
    ιʔείʔυͷνΣοΫΞ΢τ͕஗͍

    View Slide

  18. w ͔Βݴޠ͝ͱʹࣗಈ൑ผͯ͠ίϚϯυΛ࣮ߦ͢Δػߏ͕
    ͳ͘ͳͬͯ͢΂ͯͷεςοϓΛఆٛ͢ΔΑ͏ʹͳͬͨ
    w ιʔείʔυͷνΣοΫΞ΢τʹ͍ͭͯ͸ಛघͳεςοϓͱ
    ͯ͠DIFDLPVUεςοϓ͕༻ҙ͞Ε͍ͯΔ˞
    w ௨ৗ͸͜ͷDIFDLPVUεςοϓΛ࢖͑͹0,
    w ࠓճ͸͜ͷεςοϓΛ࢖Θͣʹ

    ࣗલͰHJUίϚϯυΛॻ͘͜ͱʹ

    Αͬͯߴ଎Խ
    νΣοΫΞ΢τॲཧΛΧελϚΠζ
    TUFQT
    DIFDLPVU
    ˞IUUQTDJSDMFDJDPNEPDTDPOpHVSBUJPOSFGFSFODFDIFDLPVU

    View Slide

  19. SVO
    OBNF(JUՒՅԠ԰ՒӘ$IFDLPVU
    DPNNBOE]
    HJUDMPOF=
    TJOHMFCSBODI=
    EFQUI=
    CSBODI$*3$-&@#3"/$)=
    $*3$-&@3&104*503:@63-
    ԻՓԱሽ〣ӘՒԻԠՏ՛ӕՒԣԫ԰
    JGHJUSFTFUIBSE$*3$-&@4)"
    UIFO
    "1*ӼൡҮӐҽӘԻՓԱӼԕՋ՛ԣՓ

    GJ
    w $*Λճ͍ͨ͠ίϛοτͷΈΛ
    TIBMMPXDMPOF͢Δ͜ͱʹΑΓߴ଎Խ
    w CSBODIΦϓγϣϯͰࢦఆͨ͠ϒϥ
    ϯνͷΈΛTJOHMFCSBODIΦϓγϣ
    ϯͰऔಘ
    w EFQUIΦϓγϣϯʹΛࢦఆ͢Δ
    ͜ͱͰաڈͷίϛοτཤྺΛऔಘ͠
    ͳ͍
    w ίϛοτϋογϡͰͷࢦఆ͸Ͱ͖ͳ
    ͍ͨΊϒϥϯν͕Ϗϧυ࣮ߦޙʹߋ
    ৽͞Ε͍ͯͳ͍͔೦ͷͨΊ֬ೝ
    νΣοΫΞ΢τॲཧΛΧελϚΠζ

    View Slide

  20. SVO
    DPNNBOE]
    FDIPNBDIJOFHJUIVCDPNMPHJO(*5)6#@50,&/_OFUSD
    SFQPTJUPSZ@IUUQT@VSM
    FDIP$*3$-&@3&104*503:@63-=
    ]TFEFT]HJU!HJUIVCDPN]IUUQTHJUIVCDPN]



    )5514Խ΋Մೳ
    ͜ͷ৔߹Πϝʔδ಺ʹ44)ΫϥΠΞϯτ͸ෆཁ
    )5514ͷํ͕଎͍ͱ͍ΘΕ͍ͯΔ͕࣮ଌͯ͠Έͨͱ͜Ζ
    44)ͱมΘΒͳ͍ʜ

    View Slide



  21. ιʔείʔυͷνΣοΫΞ΢τॲཧ

    View Slide

  22. ଎౓໰୊
    ςετ։࢝લͷηοτΞοϓॲཧ͕஗͍
    ରࡦͦͷ

    View Slide

  23. ηοτΞοϓࡁΈͷ%PDLFSΠϝʔδΛར༻
    w ͔ΒϏϧυͷϕʔεΠϝʔδͱͯ͠%PDLFSΠϝʔδ
    Λར༻Մೳʹʂ
    w $JSDMF$*༻ʹΧελϚΠζ͞ΕͨΠϝʔδ͕ओཁݴޠɾ
    ϛυϧ΢ΣΞ༻ʹఏڙ͞Ε͍ͯΔ

    IUUQTDJSDMFDJDPNEPDTDJSDMFDJJNBHFT
    w ࠓճ͸$SPXE8PSLTʹඞཁͳϥΠϒϥϦͳͲΛΠϯε
    τʔϧࡁΈͷΠϝʔδΛར༻

    View Slide

  24. QVTI
    ࣗಈϏϧυ
    औಘ
    w (JU)VCʹ%PDLFSpMF
    Λஔ͍ͯ2VBZJPͰ
    ΠϝʔδΛ؅ཧ
    w %PDLFS)VCʹൺ΂
    ͯࣗಈϏϧυ΍௨஌
    ࿈ܞͳͲͷઃఆ͕͠
    ΍͍ͨ͢Ί2VBZJP
    Λબ୒
    ηοτΞοϓࡁΈͷ%PDLFSΠϝʔδΛར༻

    View Slide

  25. KPCT
    CVJME
    EPDLFS
    JNBHFRVBZJPFYBNQMFSBJMTBCDE
    BVUI
    VTFSOBNF26":*0@64&3
    QBTTXPSE26":*0@50,&/
    QSJWBUFΠϝʔδ͸BVUIϑΟʔϧυͰೝূ৘ใΛઃఆ
    $JSDMF$*ͷ8FC6*͔Β؀ڥม਺Λఆٛ

    View Slide

  26. KPCT
    CVJME
    EPDLFS
    JNBHFRVBZJPFYBNQMFSBJMTBCDE
    BVUI
    VTFSOBNF26":*0@64&3
    QBTTXPSE26":*0@50,&/
    ࣗલΠϝʔδ͔Ͳ͏͔ʹؔΘΒͣ
    ɺMBUFTUͰ͸ͳ͍λάͰݻఆ͓ͯ͘͠ͷ͕๬·͍͠
    ϛυϧ΢ΣΞͷόʔδϣϯ͕ಥવ্͕ͬͯಈ͔ͳ͘ͳͬͨΓɺٯʹࣗલΠϝʔδΛ
    ߋ৽ͨ͠ʹ΋ؔΘΒͣΩϟογϡ͕ޮ͍ͯݹ͍΋ͷ͕࢖ΘΕͨΓ͢ΔͨΊ

    View Slide

  27. ࣗલΠϝʔδΛར༻͢Δ৔߹ͷ஫ҙ఺
    w ΠϝʔδࢦఆͰʮJNBHFSBJMT!TIBʯͷΑ͏ʹ%PDLFSΠϝʔδ
    ͷϋογϡ஋Λࢦఆ͢Δํ๏΋͋Δ͕ɺඥ෇͍͍ͯΔλάΛ࡟আ͢Δͱࢀ
    রͰ͖ͳ͘ͳΔͷͰ஫ҙ
    w ྫ͑͹MBUFTUΛࢦ͢ϋογϡ஋Λࢦఆ͓͖ͯ͠ɺͦͷޙΠϝʔδΛߋ
    ৽ͨ͠ͷͰMBUFTUλάΛ෇͚ସ͑Δͱɺͦͷϋογϡ஋͕ࢀরͰ͖ͳ
    ͘ͳͬͯ$*͕ಈ͔ͳ͘ͳΔ
    w ࠓ͸%PDLFpMFͷ(JUίϛοτϋογϡΛλά෇͚͢Δӡ༻ʹ͍ͯ͠Δ
    w DIFDLPVUεςοϓΛར༻͢Δ৔߹͸(JUͱ44)ͷΫϥΠΞϯτΛΠϝʔδ
    ʹΠϯετʔϧ͓ͯ͘͠ඞཁ͕͋Δ

    $JSDMF$*ఏڙΠϝʔδʹ͸ΠϯετʔϧࡁΈ

    View Slide

  28. ଎౓໰୊
    ςετ։࢝લͷηοτΞοϓॲཧ͕஗͍
    ରࡦͦͷ

    View Slide

  29. ৽ΩϟογϡػߏΛ׆༻
    w Ͱ͸ιʔείʔυͷΩϟογϡͱͦΕҎ֎ͷΩϟογϡ
    ͷछྨ͔͠ͳ͔ͬͨ
    w ·ͨɺࣗಈతʹηοτΞοϓ࣌ʹΩϟογϡ͕औΓग़͞Εɺ
    Ϗϧυ੒ޭ࣌ʹอଘ͞ΕΔݻఆํࣜͩͬͨ
    w ͔Β͸͍ͭͰ΋ࣗ༝ʹΩϟογϡΛอଘɾऔΓग़͠Ͱ͖ɺ
    ϢχʔΫͳΩʔΛ͍࣋ͨͤͯͭ͘Ͱ΋࣋ͯΔΑ͏ʹͳͬͨ

    IUUQTDJSDMFDJDPNEPDTDBDIJOH

    View Slide

  30. ϦετΞ࣌͸ΩϟογϡΩʔ
    ͕લํҰக͢Δ΋ͷ͕બ
    ͹ΕΔ
    ͜ΕʹΑΓґଘ(FNͷ௥
    Ճɾ࡟আ࣌΋Ωϟογϡ͕
    ࢖ΘΕΔ
    SFTUPSF@DBDIF
    OBNF3FTUPSJOH$BDIF#VOEMFS
    LFZT
    HFNT\\DIFDLTVN(FNGJMFMPDL^^
    HFNT
    SVO
    OBNFCVOEMFJOTUBMMӘᇴ⷗
    DPNNBOE]

    TBWF@DBDIF
    OBNF4BWJOH$BDIF#VOEMFS
    LFZHFNT\\DIFDLTVN(FNGJMFMPDL^^
    QBUIT
    VTSTSDBQQWFOEPSCVOEMF

    View Slide

  31. SVO
    OBNFCVOEMFJOTUBMMӘᇴ⷗
    DPNNBOE]
    DIFDLTVN@GJMFWFOEPSCVOEMF(FNGJMFMPDLTIB
    JG<FDIFDLTVN@GJMF>]]TIBTVNDIFDLDIFDLTVN@GJMF
    UIFO
    (FNӘԌ՛ԡ԰դՓ
    CVOEMFJOTUBMM
    ਜӹӶӔҹӔӍӉ(FNӘథ㖭
    CVOEMFDMFBO
    ԩԏԫԗԝՈӼ੢ᆼ
    TIBTVNBMHPSJUIN(FNGJMFMPDLDIFDLTVN@GJMF
    FMTF
    FDIP4LJQQFE
    GJ
    Ωʔʹ࢖͍ͬͯΔϑΝΠϧͷϋογϡ஋ࣗମ
    ΋Ωϟογϡʹอଘ͓͖ͯ͠ɺ׬શҰக͢Δ
    ͱ͖͸εΩοϓͤ͞Δ

    View Slide

  32. SVO
    OBNFCVOEMFJOTUBMMӘᇴ⷗
    DPNNBOE]
    DIFDLTVN@GJMFWFOEPSCVOEMF(FNGJMFMPDLTIB
    JG<FDIFDLTVN@GJMF>]]TIBTVNDIFDLDIFDLTVN@GJMF
    UIFO
    (FNӘԌ՛ԡ԰դՓ
    CVOEMFJOTUBMM
    ਜӹӶӔҹӔӍӉ(FNӘథ㖭
    CVOEMFDMFBO
    ԩԏԫԗԝՈӼ੢ᆼ
    TIBTVNBMHPSJUIN(FNGJMFMPDLDIFDLTVN@GJMF
    FMTF
    FDIP4LJQQFE
    GJ
    ݹ͍ϑΝΠϧΛ࡟আ͢Δͷ΋ॏཁ
    Ωϟογϡʹΰϛ͕ཷ·͍ͬͯͨ͘ΊͩΜͩΜ
    ϦετΞʹֻ͕͔࣌ؒΔΑ͏ʹͳΔ

    View Slide

  33. BTTFUTQSFDPNQJMF
    DPOUSPMMFSTQFDӘᇴ⷗Ӽ㠹㉎ೂӃӵӉӫ
    SVO
    OBNFBTTFUTԕՋԫԟՍӘԕդӒӔӵԽԉԌՓ⇰ᘻ
    DPNNBOE]
    DJSDMFDJCJOHFU@HJU@SFWJTJPOBQQBTTFUTUNQBQQBTTFUTSFWJTJPO
    SFTUPSF@DBDIF
    OBNF3FTUPSJOH$BDIFBTTFUTQSFDPNQJMF
    LFZT
    BTTFUT\\DIFDLTVNUNQBQQBTTFUTSFWJTJPO^^
    BTTFUT
    (FNpMFMPDLͷΑ͏ͳ؅ཧϑΝΠϧ͕ͳ͍΋ͷΛΩϟογϡ͍ͨ͠৔߹͸
    (JUͷίϛοτϋογϡΛར༻
    TIBMMPXDMPOF͍ͯ͠ΔͨΊ(JU)VCͷ"1*͔ΒϋογϡΛऔಘ͢ΔεΫϦ
    ϓτΛ༻ҙ

    View Slide

  34. TBWF@DBDIF࣌ͷΩʔʹ\\FQPDI^^ 6/*9࣌ؒ
    Λ࢖͑͹
    ʮ3FCVJMEXJUIPVUDBDIFʯͰ࠶ੜ੒͞ΕͨσʔλΛΩϟογϡ
    ԽͰ͖Δ
    ͨͩ͠ຖճΩϟογϡͷอଘ͕૸ΔͨΊσʔλαΠζ͕େ͖͍
    ͱֻ͕͔࣌ؒͬͯ͠·͏
    TBWF@DBDIF
    OBNF4BWJOH$BDIF#VOEMFS
    LFZHFNT\\DIFDLTVN(FNGJMFMPDL^^\\FQPDI^^
    QBUIT
    VTSTSDBQQWFOEPSCVOEMF

    View Slide

  35. શΩϟογϡڞ௨ͷΩʔΛϓϩδΣ
    Ϋτͷ؀ڥม਺ͱͯ͠༻ҙ
    Կ͔໰୊͕͋ͬͨͱ͖ʹ·ͱΊͯ
    ΩϟογϡΛඈ͹ͤΔ
    SFTUPSF@DBDIF
    OBNF3FTUPSJOH$BDIF#VOEMFS
    LFZT
    HFNT\\&OWJSPONFOU$0..0/@$"$)&@,&:^^\\DIFDLTVN(FNGJMFMPDL^^
    HFNT\\&OWJSPONFOU$0..0/@$"$)&@,&:^^
    ˞#6*-%4&55*/(4$MFBS$BDIFT
    ͔ΒফͤΔͷ͸ͷΩϟογϡ

    View Slide



  36. ςετ։࢝લͷηοτΞοϓॲཧ

    View Slide

  37. Φʔόʔϔου͕খ͘͞ͳͬͨ
    ͨΊϏϧυฒྻ਺Λ௥Ճ

    View Slide

  38. Ϗϧυ͋ͨΓͷॴཁ࣌ؒ


    View Slide

  39. ରࡦͨ͠Ҏ্ʹ଎͘ͳͬͯΔʁ
    w ʹ͢Δ͚ͩͰશମతʹ଎͘ͳΔ
    w Ϗϧυ։࢝͢Δ·Ͱ͕଎͍
    w ͍ܰεςοϓ͸ϛϦඵͷੈքͰ࣮ߦ͞Ε͍ͯ͘
    w ͸FDIP͢Δ͚ͩͰඵֻ͔Δ͜ͱ΋ʜ

    View Slide

  40. ʹҠߦͯ͠ͲͷΑ͏ʹղܾ͔ͨ͠
    ฒྻ࣮ߦ࣌ͷ໰୊
    w ςετฒྻ࣮ߦ༻ͷϦόϥϯγϯά͕໘౗
    ˰$JSDMF$*$-*ʹΑΔόϥϯγϯά

    View Slide

  41. ฒྻ࣮ߦ࣌ͷ໰୊
    ςετฒྻ࣮ߦ༻ͷϦόϥϯγϯά͕໘౗

    View Slide

  42. $JSDMF$*$-*ʹΑΔόϥϯγϯά
    w Ϗϧυ։࢝࣌఺ͰࣗಈతʹDJSDMFDJίϚϯυ͕Πϯετʔϧ
    ͞ΕΔ

    IUUQTDJSDMFDJDPNEPDTQBSBMMFMJTNGBTUFSKPCT
    w ࢦఆͨ͠ύλʔϯʹϚον͢ΔςετϑΝΠϧͷநग़
    DJSDMFDJUFTUTHMPC
    ͱϏϧυ࣮ߦதͷϊʔυͰ෼୲͢Δςε
    τͷόϥϯγϯά DJSDMFDJUFTUTTQMJU
    Λߦ͑Δ
    w $JSDMF$*$-*͸ϩʔΧϧͰͷݕূɾσόοάʹ΋༻͍ΒΕΔ

    IUUQTDJSDMFDJDPNEPDTMPDBMKPCT

    View Slide

  43. $JSDMF$*$-*ʹΑΔόϥϯγϯά
    UFTU@GJMFT
    DJSDMFDJUFTUTHMPCTQFD@TQFDSC=
    ]DJSDMFDJUFTUTTQMJUTQMJUCZUJNJOHT


    CVOEMFFYFDSTQFD\UFTU@GJMFT^
    ࢦఆ͞ΕͨύλʔϯʹϚον͢ΔϑΝΠϧΛநग़
    pOEίϚϯυΑΓ΋؆୯ʹॻ͚Δ

    View Slide

  44. $JSDMF$*$-*ʹΑΔόϥϯγϯά
    UFTU@GJMFT
    DJSDMFDJUFTUTHMPCTQFD@TQFDSC=
    ]DJSDMFDJUFTUTTQMJUTQMJUCZUJNJOHT


    CVOEMFFYFDSTQFD\UFTU@GJMFT^
    TQMJUCZΦϓγϣϯͰͲ͏͍͏όϥϯγϯάΛ͢Δ͔Λࢦఆ
    UJNJOHT͸લճͷ੒ޭϏϧυͷςετ݁ՌΛ΋ͱʹόϥϯγϯά

    View Slide

  45. લճ੒ޭϏϧυͷςετ݁Ռ͸ࣗಈతʹऔಘ͢Δʹ͸͋Β͔͡Ίઃఆ͕ඞཁ
    ·ͣ
    ɺςετ݁ՌΛ+6OJUܗࣜͷϨϙʔτͰग़ྗ͢ΔΑ͏ʹઃఆ͢Δ
    34QFDͷ৔߹͸STQFD@KVOJU@GPSNBUUFSHFNΛΠϯετʔϧͯ͠41&$@0154
    ؀ڥม਺·ͨ͸34QFD࣮ߦ࣌ʹΦϓγϣϯΛࢦఆ
    EPDLFS
    JNBHFDJSDMFDJSVCZ
    FOWJSPONFOU
    3"*-4@&/7UFTU
    34QFDӘ✿᧠Ӽ+6OJUTUZMFӑ੢ᆼ
    41&$@0154SFRVJSFSTQFD@KVOJU@GPSNBUUFSGPSNBUQSPHSFTT
    GPSNBU3TQFD+VOJU'PSNBUUFSPUFTUSFQPSUTSTQFDKVOJUYNM
    ςετ݁Ռอଘઃఆ

    View Slide

  46. ςετ݁Ռอଘઃఆ
    ग़ྗͨ͠ϨϙʔτΛTUPSF@UFTU@SFTVMUTεςοϓͰอଘ͢Δ
    Ԯԡ԰✿᧠Ә੢ᆼ
    TUPSF@UFTU@SFTVMUT
    OBNF6QMPBEJOHUFTUSFTVMUT34QFDᇴ⷗✿᧠
    QBUIUFTUSFQPSUT
    ଞͷςετϑϨʔϜϫʔΫʹ͍ͭͯ͸

    IUUQTDJSDMFDJDPNEPDTDPMMFDUUFTUEBUBΛࢀর

    View Slide

  47. ςετͷόϥϯγϯά
    w ,OBQTBDL͸ෆཁʹͳͬͨ
    w όϥϯγϯά༻ͷϑΝΠϧΛϦϙδτϦʹίϛοτ
    ͢Δඞཁ΋ͳ͍
    w ೔࣍ͰςετΛ௚ྻ࣮ߦ͢Δඞཁ΋ͳ͍
    ϦόϥϯεͷͨΊͷӡ༻͕ͳ͘ͳͬͨ

    View Slide

  48. Ҡߦޙʹૺ۰ͨ͠՝୊ͱղܾํ๏

    View Slide

  49. ςετͷηοτΞοϓॲཧҎ֎Λ෼཭͍ͨ͠
    w ੩తνΣοΫͳͲ
    w ςετσʔλͷݕূΛ࣮ߦ͍ͯ͠Δ
    w ςετͷηοτΞοϓʹ͸ඞཁͳ͍
    w ςετ࣮ߦͱฒߦͯ͠νΣοΫͰ͖͍ͯΕ͹Α͍
    w ෳ਺ϊʔυͰ࣮ߦ͢Δඞཁ͸ͳ͍ͷͰϊʔυΠϯσο
    Ϋε͕ͷϊʔυͰͷΈ࣮ߦ͍ͯͨ͠
    w ஍ຯʹ਺෼ֻ͔ΔॲཧͳͷͰ෼཭͍ͨ͠

    View Slide

  50. δϣϒͱͯ͠෼཭͠"1*ݺͼग़͠
    w DPOpHZNMͷKPCT௚Լͷ֊૚ʹCVJMEͱಉ͡Α͏ʹδϣ
    ϒΛॻ͚Δ
    w ॲཧʹ͸೚ҙͷ໊લΛ෇༩Ͱ͖ɺϏϧυ࣮ߦͷ"1*ʹͦ
    ͷ໊લΛ౉͢͜ͱͰCVJMEͰ͸ͳ͘௥Ճͨ͠δϣϒ͕࣮
    ߦ͞ΕΔ

    IUUQTDJSDMFDJDPNEPDTBQJKPCUSJHHFS

    View Slide

  51. δϣϒͱͯ͠෼཭͠"1*ݺͼग़͠
    KPCT
    CVJME

    TUFQT
    SVO
    OBNF'BDUPSZ᫰⼊ԠՏԾӘහӝ௲Ӂ
    DPNNBOE]
    JG<<$*3$-&@/0%&@*/%&9FR>>
    UIFO
    DVSM=
    V\$*3$-&@"1*@50,&/^=
    ECVJME@QBSBNFUFST<$*3$-&@+0#>WBMJEBUF@GBDUPSZ=
    ESFWJTJPO\$*3$-&@4)"^=
    IUUQTDJSDMFDJDPNBQJWQSPKFDUHJUIVC\$*3$-&@130+&$5@64&3/".&^\$*3$-&@130+&$5@3&10/".&^USFF\$*3$-&@#3"/$)^
    GJ

    WBMJEBUF@GBDUPSZ

    TUFQT

    'BDUPSZ(JSM
    SVO
    OBNFTQFDGBDUPSJFT㌔टӘड᱒ԯդԧԩԏԫԗ
    DPNNBOE]
    GBDUPSZ@HJSMMJOUDSFBUFӑҷӔҮ
    GBDUPSZ@HJSMWBMJEBUFCVJMEӁӐӬWBMJEӔԯդԧӑәӔҮ
    CVOEMFFYFDSBLFGBDUPSZ@HJSMMJOUGBDUPSZ@HJSMWBMJEBUF
    ͜͜Ͱࢦఆͨ͠δϣϒ໊Λ"1*ݺͼग़࣌͠ʹ
    $*3$-&@+0#Ϗϧυύϥϝʔλʔͱͯ͠౉͢

    View Slide

  52. δϣϒͱͯ͠෼཭͠"1*ݺͼग़͠
    ಠཱͨ͠δϣϒͱ࣮ͯ͠ߦͰ͖ΔΑ͏ʹͳͬͨ

    View Slide

  53. ͕͔ͩ͠͠

    View Slide

  54. ςετ࣮ߦ࣌ʹԿ͔ϝοηʔδग़ͯΔ
    w $JSDMF$*$-*ʹΑΔόϥϯγϯά͕࣮ߦ࣌ؒϕʔε͔Β
    ϑΝΠϧ໊ϕʔεʹϑΥʔϧόοΫ͞Εͯ͠·͍ͬͯΔʜ
    3FRVFTUFEIJTUPSJDBMCBTFEUJNJOH CVUUIFZBSFOPU
    QSFTFOU'BMMJOHCBDLUPOBNFCBTFETPSUJOH

    View Slide

  55. δϣϒΛ෼཭ͨ͜͠ͱʹΑΔӨڹ
    w ෼཭ͨ͠ํͷδϣϒ͕લճϏϧυͱΈͳ͞Εͯ͠·͏
    w ςετ݁Ռ͕ଘࡏ͠ͳ͍ͨΊϑΝΠϧ໊ϕʔεͷόϥ
    ϯγϯάʹϑΥʔϧόοΫ͞Εͨ

    View Slide

  56. $JSDMF$*$-*࠶ͼ
    w UJNJOHTpMFΦϓγϣϯͰϕʔεͱͳΔςετϝλ
    σʔλΛ౉͢͜ͱ͕Մೳ
    w σϑΥϧτ͸લճ੒ޭϏϧυͷςετϝλσʔλ͕
    DJSDMFDJUBTLEBUBDJSDMFUFTUSFTVMUT഑Լʹࣗಈతʹ
    ֨ೲ͞ΕͯͦΕ͕ར༻͞ΕΔ

    View Slide

  57. $JSDMF$*"1*W
    IUUQTDJSDMFDJDPNEPDTBQJWSFGFSFODF

    View Slide

  58. "1*͔ΒࣗલͰςετϝλσʔλΛऔಘ
    w ςετϝλσʔλ͸Ϗϧυ൪߸͕Θ͔Ε͹औಘͰ͖Δ
    w (&5QSPKFDUWDTUZQFVTFSOBNFQSPKFDUCVJME@OVNUFTUT
    w σϑΥϧτϒϥϯνͷ࠷৽ͷϏϧυ݁ՌΛ࢖͍͍ͨ
    w ࢦఆϒϥϯνͷ݁ՌҰཡ͕औಘͰ͖Δ
    w (&5QSPKFDUWDTUZQFVTFSOBNFQSPKFDUUSFFCSBODI
    w ͍ͭΛ࠷৽ͱΈͳ͔͢ج४೔࣌Λ߹Θͤͳ͍ͱλΠϛϯάʹΑͬͯʮ࠷৽ͷϏ
    ϧυʯ͕ζϨΔ
    w ࣗ෼ࣗ਎ͷϏϧυͷ։࢝೔࣌Λج४ʹ͢Ε͹ϊʔυ͝ͱʹζϨΔ͜ͱ͸ͳ͍
    w Ϗϧυ൪߸Λࢦఆ͢Ε͹୯ҰϏϧυͷ৘ใ͕औಘͰ͖Δ
    w (&5QSPKFDUWDTUZQFVTFSOBNFQSPKFDUCVJME@OVN

    View Slide

  59. "1*ͱKR͕͋Ε͹ԿͰ΋Ͱ͖Δ

    View Slide

  60. ݱࡏ࣮ߦதͷϏϧυͷ։࢝೔࣌Λऔಘͯ͠ج४೔࣌ʹ࢖͏
    ᇴ⷗सӘԻՓԱᕕ࿼൐ᒉ
    DVSMT=
    V\$*3$-&@"1*@50,&/^=
    )"DDFQUBQQMJDBUJPOKTPO=
    P\TFMG@CVJME@KTPO^=
    IUUQTDJSDMFDJDPNBQJWQSPKFDUHJUIVC\$*3$-&@130+&$5@64&3/".&^
    \$*3$-&@130+&$5@3&10/".&^\$*3$-&@#6*-%@/6.^
    ᇴ⷗सӘԻՓԱӼ㔸ᄇӁӉᢣᣪӼ6/*9ᣪ㔿ӕႁᝪ
    KRԛՆ՛ԱәՇՒ⓬ӼඏӽӑҮӵӒԹդԡӑҷӔҮӉӫ㖭഼ӁӐҵӳႁᝪ
    TUBSU@UJNF KRSTUBSU@UJNF]TVC =====<>\^===
    ]GSPNEBUF
    \TFMG@CVJME@KTPO^

    View Slide

  61. σϑΥϧτϒϥϯνͷ࠷৽ͷ੒ޭϏϧυΛಛఆ
    EFWFMPQԾՑ՛ԩӘᘻౡӁӉԻՓԱक⺲Ӽ൐ᒉ
    DVSMT=
    V\$*3$-&@"1*@50,&/^=
    )"DDFQUBQQMJDBUJPOKTPO=
    P\MBUFTU@EFWFMPQ@TVDDFTTGVM@CVJMET@KTPO^=
    IUUQTDJSDMFDJDPNBQJWQSPKFDUHJUIVC\$*3$-&@130+&$5@64&3/".&^
    \$*3$-&@130+&$5@3&10/".&^USFFEFWFMPQ GJMUFSTVDDFTTGVM
    34QFDҶᇴ⷗ҿӶӐҮӵԠՏԾӕ❊ӵ
    MBTU@TVDDFFEFE@CVJME@OVNCFS
    KRS<<>=
    ]TFMFDU CVJME@QBSBNFUFSTOVMMBOE TUPQ@UJNF]TVC =====<>
    \^===
    ]GSPNEBUF\TUBSU@UJNF^

    =
    ]CVJME@OVN><>\MBUFTU@EFWFMPQ@TVDDFTTGVM@CVJMET@KTPO^


    View Slide

  62. ςετϝλσʔλΛऔಘ
    DVSMTV\$*3$-&@"1*@50,&/^=
    )"DDFQUBQQMJDBUJPOKTPO=
    P\DJSDMFDJ@UFTU@SFTVMUT@KTPO^=
    IUUQTDJSDMFDJDPNBQJWQSPKFDUHJUIVC\$*3$-&@130+&$5@64&3/".&^
    \$*3$-&@130+&$5@3&10/".&^\MBTU@TVDDFFEFE@CVJME@OVNCFS^UFTUT
    UFTU@GJMFT
    DJSDMFDJUFTUTHMPCTQFD@TQFDSC=
    ]DJSDMFDJUFTUTTQMJU=
    TQMJUCZUJNJOHTUJNJOHTGJMF\DJSDMFDJ@UFTU@SFTVMUT@KTPO^


    CVOEMFFYFDSTQFD\UFTU@GJMFT^
    औಘͨ͠ϝλσʔλΛ$JSDMF$*$-*ʹ౉͢

    View Slide

  63. ಈ͍ͨʜʂ

    View Slide

  64. ͕͔ͩ͠͠

    View Slide

  65. ࣮͸$JSDMF$*ଆͰରԠ༧ఆͱͷ͜ͱͰ͢

    View Slide

  66. ͓͞Β͍
    w νΣοΫΞ΢τॲཧΛTIBMMPXDMPOFʹΧελϚΠζ
    ͯ͠ߴ଎Խ
    w ηοτΞοϓࡁΈ%PDLFSΠϝʔδΛར༻ͯ͠ߴ଎Խ
    w ৽ΩϟογϡػߏΛ׆༻ͯ͠ߴ଎Խ
    w $JSDMF$*$-*ͰςετΛόϥϯγϯάͯ͠ߴ଎Խ

    View Slide

  67. ࠓޙ΍Γ͍ͨ͜ͱ
    w ςετͷόϥϯγϯάվળ
    w ·ͩ҆ఆ͍ͯ͠ͳ͍
    w ϑΝΠϧʹֻ͕͔࣌ؒΔςετ͕ݻ·͍ͬͯΔͱπʔϧ
    ʹΑΔόϥϯγϯά͕ޮ͔ͳ͍
    w $JSDMF$*ଆͷઃఆͰ͸ͳ͘ςετίʔυଆʹखΛೖΕΔ

    View Slide

  68. w ϚωʔδυαʔϏεͰ͋Γͳ͕Βࣗ༝౓͕ߴ͍
    w ΍͸ΓΠϯϑϥ͸؅ཧͨ͘͠ͳ͍
    w ߴ଎ԽͷͨΊʹ͸ࣗ༝౓͕ཉ͍͠
    w Ͱࣗ༝౓͕͞Βʹߴ͘ͳͬͨ
    ͓ΘΓʹ

    View Slide

  69. Ϋϥ΢υϫʔΫεण࢘ϥϯν
    Ұॹʹ$JSDMF$*ͷೳྗΛ
    Ҿ͖ग़ͯ͠Έ·ͤΜ͔ʁ
    IUUQTDSPXEXPSLTDPKQSFDSVJUFOHJOFFS

    View Slide