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つらくないマルチテナンシーを求めて: 全て見せます! SmartHR データベース移行プロジェクトの裏側 / builderscon 2018

Purintai
September 08, 2018

つらくないマルチテナンシーを求めて: 全て見せます! SmartHR データベース移行プロジェクトの裏側 / builderscon 2018

Purintai

September 08, 2018
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  1. ͭΒ͘ͳ͍ϚϧνςφϯγʔΛٻΊͯ
    શͯݟͤ·͢ʂ
    4NBSU)3σʔλϕʔεҠߦ
    ϓϩδΣΫτͷཪଆ
    ΀ΓΜ͍ͨ
    ιϑτ΢ΣΞΤϯδχΞ
    CVJMEFSTDPO
    4BU

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  2. ࠓ೔͸Έͳ͞Μ͕େ޷͖ͳ
    σʔλϕʔεҠߦͷ࿩Ͱ͢ʂ

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  3. ͜͜Ͱ
    ϓϩδΣΫτ։࢝௚લͷ
    ࢲͷπΠʔτΛݟ·͠ΐ͏

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  4. ΤϯδχΞਓʹฉ͖·ͨ͠
    ͋ͳͨͷਐḿΛѱԽͤ͞ΔݪҼ͸ʁ

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  5. πΠολʔΛ΍Ίͯ
    ѹ౗తਐḿ

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  6. Ұํઌिͷ
    ࢲͷπΠʔτΛݟ·͠ΐ͏

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  7. ࠶ͼπΠολʔΛ΍Ίͯ
    ѹ౗తਐḿ
    ͔ͱࢥ͍͖΍ʜʜ

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  8. ̍िؒμ΢ϯ͠·͕ͨ͠
    ͳΜͱ͔ؒʹ߹͍·ͨ͠

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  9. ࣗݾ঺հ
    )/΀ΓΜ͍ͨ
    5XJUUFS!TQBDFQSP@CF
    (JU)VC!QVSJOUBJ
    ɾ4NBSU)3ͷιϑτ΢ΣΞΤϯδχΞ ೥݄ೖࣾ

    ɾࠓճͷ%#ҠߦϓϩδΣΫτΛϦʔυͨ͠
    ɾಛஈ3%#.4ʹৄ͍͠Θ͚Ͱ͸ͳ͍

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  10. ԿނσʔλϕʔεҠߦΛʁ

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  11. σϓϩΠʹֻ͕͔࣌ؒΓ͗͢

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  12. σϓϩΠʹֻ͕͔࣌ؒΓ͗͢

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  13. σϓϩΠʹֻ͕͔࣌ؒΓ͗͢
    ຊ౰ʹ͔͔࣌ؒΓ·ͨ͠

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  14. ͳͥ͜Μͳ͜ͱʹ
    ͳͬͯ͠·ͬͨΜͩ

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  15. ཧ༝͸εΩʔϚมߋ
    ςʔϒϧ΍ΧϥϜͷ௥Ճɾมߋɾ࡟আFUD

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  16. Ͱ΋͔͔࣌ؒΔ
    εΩʔϚมߋͳΜͯ
    ฉ͍ͨ͜ͱ͕ͳ͍

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  17. Ͳ͏ͯ͜͠Μͳ͜ͱʹʁ
    ҰମͲ͏΍ͬͯղܾΛʜ

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  18. ΞδΣϯμ
    w Ϛϧνςφϯτͱ͸
    w 4NBSU)3ͷϚϧνςφϯτ
    w BQBSUNFOUͷམͱ݀͠
    w 4NBSU)3Ϛϧνςφϯτ೥ද
    w $JUVT$MPVEҠߦϓϩδΣΫτ
    w σʔλҠߦ͋Ε͜Ε
    w ৼΓฦΓ

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  19. Ϛϧνςφϯτͱ͸

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  20. Ϛϧνςφϯτͱ͸
    ϚϧνςφϯτʢNVMUJUFOBOUʣ
    4BB4 αʔε
    ͳͲͷαʔϏεʹ͓͍ͯɺෳ਺ͷސ٬اۀ͕
    ҰͭͷγεςϜΛڞ༗͢Δํࣜɻγϯάϧςφϯτʹൺ΂ɺ
    ௿ίετͰར༻Ͱ͖ΔɻԾ૝Խٕज़ͱαʔόʔͷੑೳͷɹ
    ޲্ʹΑͬͯΫϥ΢υίϯϐϡʔςΟϯά͕޿͘ීٴ͠ɺ
    ΑΓҰൠతʹͳͬͨɻϚϧνςφϯγʔɻ
    Ҿ༻ݩϚϧνςφϯτͱ͸ίτόϯΫ

    IUUQTLPUPCBOLKQXPSEϚϧνςφϯτ

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  21. Ϛϧνςφϯτͱ͸
    ࡶʹઆ໌ͯ͠͠·͏ͱ
    اۀ͝ͱʹاۀઐ༻ͷ8FC%#αʔόΛ༻ҙ͢Δ
    ɹˠγϯάϧςφϯτ
    ෳ਺ͷاۀ͕ಉ͡8FC%#αʔόΛڞ༻͢Δ
    ʢར༻اۀ͔Β͸ઐ༻ͷ؀ڥͰ͋ΔΑ͏ʹݟ͑Δʣ
    ɹˠϚϧνςφϯτ

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  22. Ϛϧνςφϯτͱ͸
    ͭ·Δͱ͜Ζར༻ऀؒͰܭࢉࢿݯΛڞ༗ͭͭ͠
    σʔλ ੈք؍
    ͷ෼཭Λ࣮ݱ͠ͳ͚Ε͹ͳΒͳ͍
    Ҿ༻ݩ.VMUJUFOBODZ"SDIJUFDUVSFc+FTÙT(JM)FSOÂOEF[
    IUUQKFTVTHJMIFSOBOEF[DPNNVMUJUFOBODZBSDIJUFDUVSF

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  23. Ϛϧνςφϯτͱ͸
    2ͳͥϚϧνςφϯτΛ΍Δͷʁ
    "Πϯϑϥʹ͓͕͔͔ۚΒͳ͍͔ΒͰ͢
    ͕ࣾαΠϯΞοϓͨ͠ͱ͖
    ηοτͷ8FC%#αʔόʹಉډͤ͞Δ
    ɹɹɹɹɹɹɹ
    ηοτͷ8FC%#αʔόΛݸผʹ༻ҙ͢Δ
    ˠ͓ۚ΋͔͔Δ͠ɺͲ͏΍ͬͯӡ༻͢Δͷʁ

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  24. 4NBSU)3͸
    Ϛϧνςφϯτ
    ##4BB4Ͱ͢

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  25. 4NBSU)3ͷ
    Ϛϧνςφϯτ

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  26. Ϛϧνςφϯγʔ޲͚HFN
    4NBSU)3͸3VCZPO3BJMTͰͰ͖͍ͯ·͢

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  27. Ϛϧνςφϯγʔ޲͚HFN
    3VCZPO3BJMTͱ͍͑͹๛෋ͳHFN QBDLBHF
    ͨͪ
    lϚϧνςφϯτzͰݕࡧ

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  28. Ϛϧνςφϯγʔ޲͚HFN
    4NBSU)3Ͱ࠾༻͞Εͨͷ͸BQBSUNFOU

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  29. Ϛϧνςφϯγʔ޲͚HFN
    (JU)VC4UBS΋ͨ͘͞Μ
    ϚϧνςφϯτHFNτοϓμ΢ϯϩʔυ਺
    ༷ʑͳΦεεϝهࣄ

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  30. BQBSUNFOUͷڍಈ
    BQBSUNFOU͸ςφϯτ͕࡞੒͞ΕΔͱ
    ɹɹɹɹɹʢʹར༻اۀͷαΠϯΞοϓʣ
    .Z42-ͳΒ$3&"5&%"5"#"4&
    1PTUHSF42-ͳΒ$3&"5&4$)&."͕࣮ߦ͞Ε
    ੜ੒͞Εͨର৅ʹ޲͚ͯεΩʔϚఆٛΛద༻
    TDIFNBSCΛಡΜͰ$3&"5&5"#-&Λ࣮ߦ
    ͠·͢

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  31. BQBSUNFOUͷڍಈ
    ςφϯτ୯ҐͰσʔλϕʔε͕࡞੒͞ΕΔͷͰ
    ແ഑ྀʹ$SFXGJSTU 4&-&$5'30.DSFXT-*.*5

    ͱ͔΍ͬͯ΋ଞςφϯτͷσʔλ͕ࠞ͟Βͳ͍☺
    ΋͠BQBSUNFOUΛ࢖Θͳ͍ͳΒ
    ಉ͡ςʔϒϧʹผςφϯτͷϨίʔυ͕ࠞ͟ΔͳΒ
    $SFXXIFSF UFOBOU@JE
    GJSTUͬͯຖճࢦఆ͠ͳ͍ͱ
    4&-&$5'30.DSFXT
    8)&3&AUFOBOU@JEA-*.*5

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  32. BQBSUNFOUͷڍಈ
    ҰํςφϯτΛ·͍ͨͰऔΓѻ͍͍ͨ֓೦΋͋Δ
    ྫαϒυϝΠϯ՝ۚςφϯτͦͷ΋ͷFUD
    ςφϯτؒͰڞ༗͍ͨ͠Ϩίʔυ͸ύϒϦοΫ%#
    ͱ͍͏ಛผͳ%#্ʹ؅ཧͰ͖ΔΑ͏ࢦఆ͕Մೳ
    ٯʹڞ༗ͨ͘͠ͳ͍ςφϯτผͷϨίʔυ͸
    ઌఔ࡞੒͞ΕͨςφϯτຖͷϓϥΠϕʔτ%#Ͱ؅ཧ

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  33. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU

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  34. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    )551ϦΫΤετΛड͚Δ

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  35. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    %#ίωΫγϣϯΛׂΓ౰ͯΒΕΔ
    <ύϒϦοΫ%#>

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  36. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    ϦΫΤετϔομʔͷ)PTU͔ΒαϒυϝΠϯΛநग़
    )PTUFYBNQMFTNBSUISKQ͔ΒFYBNQMFΛऔΓग़͢
    <ύϒϦοΫ%#>

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  37. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    αϒυϝΠϯFYBNQMFʹରԠ͢Δ
    ɹςφϯτͷଘࡏΛύϒϦοΫ%#্Ͱ֬ೝ͢Δ

    4&-&$5'30.AUFOBOUTA
    8)&3&ATVCEPNBJOAFYBNQMF

    <ύϒϦοΫ%#>

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  38. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    αϒυϝΠϯFYBNQMFʹରԠ͢ΔϨίʔυΛฦ͢
    <ύϒϦοΫ%#>

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  39. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    Ϩίʔυʹσʔλϕʔεؚ໊͕·Ε͍ͯΔͷͰ
    ɹݱࡏ௫ΜͰ͍Δ%#઀ଓͷσʔλϕʔεΛ੾Γସ͑Δ

    VTFQSPEVDUJPO@FYBNQMF

    <FYBNQMF>

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  40. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    BQBSUNFOU͸ϦΫΤετΛॲཧ͢Δؒ
    ੾Γସ͑தͷςφϯτΛ͓֮͑ͯ͘

    "QBSUNFOU5FOBOUDVSSFOUFYBNQMF

    <FYBNQMF>
    <FYBNQMF>

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  41. <FYBNQMF>
    BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    FY3FEJTͱ4͸੾Γସ͑தͷςφϯτ*%Λ
    ͦΕͧΕOBNFTQBDFσΟϨΫτϦύεʹར༻͠෼཭
    <FYBNQMF>

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  42. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    ϦΫΤετΛॲཧ͢Δ
    ϓϥΠϕʔτ%#্ͰϨίʔυૢ࡞

    <FYBNQMF>
    <FYBNQMF>

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  43. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    )551ϨεϙϯεΛฦ͢
    <FYBNQMF>
    <FYBNQMF>

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  44. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    ݱࡏ௫ΜͰ͍Δ%#ίωΫγϣϯͷ
    ࢀরઌΛݩʹ໭͢

    VTFTNBSUIS@QSPEVDUJPO

    <ύϒϦοΫ%#>

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  45. BQBSUNFOUͷڍಈ
    4NBSU)3ͷϚϧνςφϯγʔ ೥౰࣌

    Amazon
    RDS
    Amazon
    ElastiCache
    AWS Elastic
    Beanstalk
    Amazon
    S3
    BQBSUNFOU
    %#ίωΫγϣϯΛฦ٫ऴྃ͠
    ࣍ͷ)551ϦΫΤετΛ଴ͭʢऴʣ

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  46. BQBSUNFOUศར͡ΌΜ
    ʢศར͡ΌΜʣ

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  47. BQBSUNFOUͷམͱ݀͠

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  48. BQBSUNFOUͷམͱ݀͠
    ࣌͸ḪΓ೥݄

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  49. BQBSUNFOUͷམͱ݀͠
    ΦοBQBSUNFOUHFNʹ͍ͭͯͷηογϣϯͰ͢Ͷ

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  50. BQBSUNFOUͷམͱ݀͠
    Ҿ༻ݩ1SPHSBNc3VCZ9&MJYJS$POG5BJXBO
    IUUQTSVCZDPOGUXQSPHSBNMJBOHDIJUTFOH

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  51. BQBSUNFOUͷམͱ݀͠
    Ҿ༻ݩ1SPHSBNc3VCZ9&MJYJS$POG5BJXBO
    IUUQTSVCZDPOGUXQSPHSBNMJBOHDIJUTFOH
    /&7&3VTFBQBSUNFOUHFN
    POBMBSHFTDBMFQSPKFDU

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  52. BQBSUNFOUͷམͱ݀͠
    Ҿ༻ݩ1SPHSBNc3VCZ9&MJYJS$POG5BJXBO
    IUUQTSVCZDPOGUXQSPHSBNMJBOHDIJUTFOH
    BQBSUNFOUΛ࢖͏ͳ
    େن໛ϓϩδΣΫτͰ

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  53. BQBSUNFOUͷམͱ݀͠
    ɾ%#ϚΠάϨʔγϣϯʹ͔͔Δ࣌ؒͷ૿େ
    ɾσʔλϕʔεͷىಈʹ͔͔Δ࣌ؒͷ૿େ
    ɾ"DUJWF3FDPSEͷΩϟογϡͰϝϞϦυΧ৯͍
    ɾϑΝΠϧγεςϜͷJOPEF্ݶ
    ɹ˺Πϯελϯεͷςʔϒϧ਺ͷ্ݶ
    Ҿ༻ݩ3VCZ&MJYJS$POG5BJXBO/FWFSVTF"QBSUNFOUHFNPOBMBSHFTDBMFQSPKFDUCZ-JBOH$IJ5TFOH
    IUUQTXXXZPVUVCFDPNXBUDI W%1($-UNT

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  54. ϚΠάϨʔγϣϯ໰୊
    σʔλϕʔε͕෼཭͞Ε͍ͯͯศར
    ˠͭ·ΓϚΠάϨʔγϣϯ΋෼཭
    ˠςφϯτΛ๊͍͑ͯͨΒ
    ϚΠάϨʔγϣϯճ࣮ߦ
    ˠ ςφϯτͳΒʜʜ
    ˠ ςφϯτͳΒʜʜ
    ˠ ςφϯτͳΒʜʜ

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  55. ϚΠάϨʔγϣϯ໰୊
    ςφϯτ͋ͨΓͷϚΠάϨʔγϣϯʹඵ
    ςφϯτˠඵ
    ςφϯτˠඵ
    ςφϯτˠ෼
    ςφϯτˠ࣌ؒ

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  56. ϚΠάϨʔγϣϯ໰୊
    ςφϯτ͋ͨΓͷϚΠάϨʔγϣϯʹඵ
    ςφϯτˠඵ
    ςφϯτˠඵ
    ςφϯτˠ෼
    ςφϯτˠ࣌ؒ

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  57. ϚΠάϨʔγϣϯ໰୊
    ςφϯτ͋ͨΓͷϚΠάϨʔγϣϯʹඵ
    ςφϯτˠ෼
    ςφϯτˠ෼
    ςφϯτˠ࣌ؒ
    ςφϯτˠϱ݄

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  58. ϚΠάϨʔγϣϯ໰୊

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  59. %#ϒʔτλΠϜ໰୊
    ςφϯτ਺͕૿͑ΔʹͭΕ૿͑Δॾʑͷ࣌ؒʜʜ

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  60. %#ϒʔτλΠϜ໰୊

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  61. %#ϒʔτλΠϜ໰୊

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  62. ͜ͷ··Ͱ͸·͍ͣ
    ͳͥͳΒʜʜ

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  63. 4NBSU)3ͱ͍͏ΞϓϦͷಛੑ
    શը໘ͷׂ͕̔ϑΥʔϜ

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  64. 4NBSU)3ͱ͍͏ΞϓϦͷಛੑ
    ͭ·Γػೳվम͸جຊతʹϚΠάϨʔγϣϯΛ൐͏

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  65. 4NBSU)3ͱ͍͏ΞϓϦͷಛੑ
    ͭ·Γػೳվम͸جຊతʹϚΠάϨʔγϣϯΛ൐͏

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  66. ࣮ࡍिʙϖʔεͰ
    ϚΠάϨʔγϣϯͯͨ͠

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  67. ͦͷଞॾʑ͸ׂѪ
    ࢲୡʹର͢ΔӨڹ͸ܰඍͩͬͨ

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  68. ͜ͷ··Ͱ͸·͍ͣʜʜ

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  69. ౰વࢦΛ͘Θ͑ͯ
    ͨͩݟक͍ͬͯͨ
    Θ͚Ͱ͸͋Γ·ͤΜ

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  70. 4NBSU)3
    Ϛϧνςφϯτ೥ද

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  71. 4NBSU)3Ϛϧνςφϯτ೥ද
    ܧଓར༻཰









    ར༻اۀ਺

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  72. 4NBSU)3Ϛϧνςφϯτ೥ද








    2

    2

    2

    2

    2

    2

    2

    2

    2

    2

    2
    ར༻اۀ਺

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  73. 4NBSU)3Ϛϧνςφϯτ೥ද








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    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

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  74. 4NBSU)3Ϛϧνςφϯτ೥ද








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    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

    JOJUJBMDPNNJU
    ೥݄

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  75. JOJUJBMDPNNJU

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  76. BQBSUNFOU͕(FNGJMFʹ௥Ճ͞Εͨͷ͸िؒޙ
    JOJUJBMDPNNJU

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  77. 4NBSU)3Ϛϧνςφϯτ೥ද








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    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

    JOJUJBMDPNNJU
    ೥݄

    ฒྻNJHSBUF
    ࢼ࡞൛

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  78. ϚΠάϨʔγϣϯʹ
    ͕͔͔࣌ؒΔͳΒ
    ฒྻԽ͢Ε͹͍͍͡ΌΜ

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  79. ϚΠάϨʔγϣϯฒྻԽ

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  80. ϚΠάϨʔγϣϯฒྻԽ
    ςφϯτ͋ͨΓඵ͔͔ΔϚΠάϨʔγϣϯ͕
    ςφϯτ͋Δͱ͖ʹ ඵʹͳΔͳΒ
    ฒྻͰϚΠάϨʔγϣϯ͢Ε͹ඵʹͳΔΑͶ

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  81. ͜ͷ࣌͸·ͩ
    Կ΋஌Βͳ͔ͬͨ

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  82. ͔͜͠͠ͷ࣌఺Ͱ͸
    ࣮ઓ౤ೖͤͣ

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  83. 4NBSU)3Ϛϧνςφϯτ೥ද








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    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

    JOJUJBMDPNNJU
    ೥݄

    ฒྻNJHSBUF
    ࢼ࡞൛
    σϓϩΠ໰୊͕
    ঃʑʹݦࡏԽ

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  84. σϓϩΠ໰୊͕ݦࡏԽͩ͢͠

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  85. σϓϩΠ໰୊͕ݦࡏԽͩ͢͠
    8FCίϯςφͷσϓϩΠ͸ऴΘͬͯΔͷʹ
    ϚΠάϨʔγϣϯ͸ऴΘͬͯͳ͍ʂ
    ϚΠάϨʔγϣϯ
    ׬ྃςφϯτ܈
    ϚΠάϨʔγϣϯ
    ະ׬ྃςφϯτ܈
    ୅ද
    8FCίϯςφ
    ϚΠάϨʔγϣϯ࣮ߦத
    $3&"5&5"#-&DPNNFOUT
    ৽͍͠
    8FCίϯςφ
    DPNNFOUT
    ςʔϒϧ͋Δ
    ৽͍͠
    8FCίϯςφ
    DPNNFOUT
    ςʔϒϧͳ͍

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  86. ͱ͸͍͑
    ςφϯτ਺΋গͳΊͰ
    ਺෼ఔ౓Ͱղফͯͨ͠

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  87. 4NBSU)3Ϛϧνςφϯτ೥ද








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    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

    JOJUJBMDPNNJU
    ೥݄

    ฒྻNJHSBUF
    ࢼ࡞൛
    σϓϩΠ໰୊͕
    ঃʑʹݦࡏԽ
    QVSJOUBJೖࣾ

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  88. 4NBSU)3Ϛϧνςφϯτ೥ද








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    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

    JOJUJBMDPNNJU
    ೥݄

    ฒྻNJHSBUF
    ࢼ࡞൛
    σϓϩΠ໰୊͕
    ঃʑʹݦࡏԽ
    QVSJOUBJೖࣾ
    ଟஈσϓϩΠͷಋೖ

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  89. ଟஈσϓϩΠͷಋೖ

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  90. ଟஈσϓϩΠͷಋೖ

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  91. ଟஈσϓϩΠͷಋೖ
    ઌʹNJHSBUJPO؀ڥͰϚΠάϨʔγϣϯ࣮ߦ
    ׬ྃޙʹXFC؀ڥʹσϓϩΠ
    ϚΠάϨʔγϣϯ
    ׬ྃςφϯτ܈
    ϚΠάϨʔγϣϯ
    ະ׬ྃςφϯτ܈
    NJHSBUJPO
    ίϯςφ
    ϚΠάϨʔγϣϯ࣮ߦத
    $3&"5&5"#-&DPNNFOUT
    8FCίϯςφ
    DPNNFOUTͷ
    ଘࡏΛ஌Βͳ͍
    8FCίϯςφ
    DPNNFOUTͷ
    ଘࡏΛ஌Βͳ͍

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  92. ଟஈσϓϩΠͷಋೖ
    ઌʹNJHSBUJPO؀ڥͰϚΠάϨʔγϣϯ࣮ߦ
    ׬ྃޙʹXFC؀ڥʹσϓϩΠ
    ϚΠάϨʔγϣϯ
    ׬ྃςφϯτ܈
    NJHSBUJPO
    ίϯςφ
    ϚΠάϨʔγϣϯ׬ྃ
    $3&"5&5"#-&DPNNFOUT
    8FCίϯςφ
    DPNNFOUTͷ
    ଘࡏΛ஌Βͳ͍
    8FCίϯςφ
    DPNNFOUTͷ
    ଘࡏΛ஌Βͳ͍

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  93. ଟஈσϓϩΠͷಋೖ
    ઌʹNJHSBUJPO؀ڥͰϚΠάϨʔγϣϯ࣮ߦ
    ׬ྃޙʹXFC؀ڥʹσϓϩΠ
    ϚΠάϨʔγϣϯ
    ׬ྃςφϯτ܈
    NJHSBUJPO
    ίϯςφ
    ৽͍͠
    8FCίϯςφ
    DPNNFOUT
    ςʔϒϧ͋Δ
    ৽͍͠
    8FCίϯςφ
    DPNNFOUT
    ςʔϒϧ͋Δ

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  94. ͔ͯ࣌ؒ͠͠͸
    ͔͔ΔΑ͏ʹͳͬͨ

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  95. ฒྻ࣮ߦͷເ

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  96. ฒྻ࣮ߦͷເ

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  97. ฒྻ࣮ߦͷເ

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  98. 4NBSU)3Ϛϧνςφϯτ೥ද








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    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

    JOJUJBMDPNNJU
    ೥݄

    ฒྻNJHSBUF
    ࢼ࡞൛
    σϓϩΠ໰୊͕
    ঃʑʹݦࡏԽ
    QVSJOUBJೖࣾ
    ଟஈσϓϩΠͷಋೖ
    ৳ͼଓ͚Δ
    σϓϩΠ࣌ؒ

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  99. σϓϩΠ࣌ؒ෼Ͱ
    ௕͍ͱݴ͍ͬͯͨ
    ϱ݄લʜʜ

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  100. ৳ͼଓ͚ΔσϓϩΠ࣌ؒ

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  101. ςφϯτ਺͸ Λ
    ௒͍͑ͯͨ

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  102. ͍ͦͯͭ͠ʹ
    ͋ͷൿີฌث͕

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  103. 4NBSU)3Ϛϧνςφϯτ೥ද








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    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

    JOJUJBMDPNNJU
    ೥݄

    ฒྻNJHSBUF
    ࢼ࡞൛
    σϓϩΠ໰୊͕
    ঃʑʹݦࡏԽ
    QVSJOUBJೖࣾ
    ଟஈσϓϩΠͷಋೖ
    ৳ͼଓ͚Δ
    σϓϩΠ࣌ؒ
    ʁʁʁ

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  104. ฒྻϚΠάϨʔγϣϯ࣮ઓ౤ೖ

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  105. ͖ͨʂ͜ΕͰউͭΔʂ

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  106. ࣮ઓ౤ೖޙ

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  107. ىͬͨ͜͜ͱ
    NJHSBUJPO؀ڥ্ͰฒྻϚΠάϨʔγϣϯΛ࣮ߦ
    ͓΍ʜʜNJHSBUJPO؀ڥͷ༷ࢠ͕ʜʜʁ
    ϚΠάϨʔγϣϯ
    ׬ྃςφϯτ܈
    ϚΠάϨʔγϣϯ
    ະ׬ྃςφϯτ܈
    NJHSBUJPO
    ίϯςφ
    ฒྻϚΠάϨʔγϣϯ࣮ߦத
    $3&"5&5"#-&DPNNFOUT

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  108. ىͬͨ͜͜ͱ
    ϝϞϦෆ଍ͰNJHSBUJPO؀ڥࢮ๢ ˞ͨͩͷߟྀ࿙Ε

    "-5&35"#-&͕த్൒୺ͳঢ়ଶͰऴΘΔ
    ϚΠάϨʔγϣϯ
    ׬ྃςφϯτ܈
    ϚΠάϨʔγϣϯ
    ະ׬ྃςφϯτ܈

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  109. ىͬͨ͜͜ͱ

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  110. ىͬͨ͜͜ͱ

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  111. ·ͨผͷ೔͸
    ผͷཧ༝Ͱཱͯଓ͚ʹ
    σϓϩΠࣦഊ

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  112. ࿈೔ͷো֐ൃੜ
    ೔த̔࣌ؒͷ
    αʔϏεఀࢭ

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  113. ਃ͠༁͍͟͝·ͤΜ
    Ͱͨ͠

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  114. ͜ΕΛ͖͔͚ͬʹ
    ਂ໷ఆظϝϯςφϯε͕
    ͸͡·Δʜʜ

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  115. εϥΠυલ൒ऴྃ
    ʢͪΐͬͱٳܜʣ

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  116. ٳܜ͕ͯΒ
    ͜͜·Ͱͷ໰୊ͷ੔ཧ

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  117. ໰୊ͷ࠶੔ཧ
    ɾฒྻσϓϩΠ͸࣮ઓ౤ೖ͞Εͨ͹͔ΓͰ·ͩෆ҆ఆ
    ɾجຊతʹଟஈσϓϩΠͰ໰୊ແ͍͸͕ͣͩ
    ɹಛఆ৚݅ԼͰෆ҆ఆʹͳΔ
    ɾԿΒ͔ͷཁҼͰϚΠάϨʔγϣϯ͕தஅ͞ΕΔͱ
    ɹςφϯτ͝ͱͷεΩʔϚ͕όϥόϥʹͳΓ
    ɹௐࠪ෮چ͕େม
    ɾԿΑΓσϓϩΠʹ͕͔͔࣌ؒΓ͗͢Δ

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  118. ໰୊ͷ࠶੔ཧ
    ͳʹ͕Ұ൪ղফ͞ΕΔͱ͏Ε͍͠ͷ͔
    ɹˠϚΠάϨʔγϣϯ͕ര଎ʹͳΔͱ͏Ε͍͠
    ɹˠͦͷͨΊʹ͸BQBSUNFOUΛ΍ΊΔඞཁ͕͋Δ
    ɹˠBQBSUNFOUΛ΍Ίͨޙͷ͜ͱΛߟ͑Δͱʜʜ
    εΩʔϚ౷߹ޙʹͲ͏΍ͬͯϚϧνςφϯτΛकΔʁ
    ओΩʔ͕࿈൪͔ͩΒ౷߹͢Δͱিಥ͢Δ͠ʜʜ
    ༬͔͍ͬͯΔ৘ใ͕৘ใ͚ͩʹ࿙ΕͨΒᔬམʹͳΒͳ͍

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  119. ϚΠάϨʔγϣϯΛ
    ര଎ʹ͢Δํ๏ͷߟ࡯
    ʢτϥΠΞϯυΤϥʔʣ

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  120. ΠϯελϯεαΠζΛένͬͪΌμϝ
    NJHSBUJPO؀ڥ͸NYMBSHF
    3%4 .Z42-
    ͸SYMBSHF (#44%ʹมߋ
    ͜Ε͚ͩͰҰ࣌తʹ਺ഒߴ଎Խͨ͠
    ʢςφϯτ਺૿͑ͯ·ͨ஗͘ͳ͚ͬͨͲʣ
    ۚͷ஄ؙ

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  121. ͢΂ͯͷςφϯτ͕
    ೔ৗతʹར༻͞Ε͍ͯΔΘ͚Ͱ͸ͳ͍
    ༏ઌϚΠάϨʔγϣϯ
    ϚΠάϨʔγϣϯ
    ະ׬ྃςφϯτ܈
    NJHSBUJPO
    ίϯςφ

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  122. ςφϯτ܈ʹ༏ઌ౓Λ෇༩͢Δ
    ྫ՝ۚதτϥΠΞϧதແྉϓϥϯ
    ೔Ҏ಺ϩάΠϯ೔Ҏ಺ϩάΠϯϩάΠϯͳ͠
    ༏ઌϚΠάϨʔγϣϯ
    ϚΠάϨʔγϣϯ
    ະ׬ྃςφϯτ܈
    NJHSBUJPO
    ίϯςφ
    ༏ઌ౓ߴ ༏ઌ౓த ༏ઌ౓௿

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  123. ϚΠάϨʔγϣϯ
    ׬ྃςφϯτ܈
    ༏ઌ౓ߴ͕ऴྃͨ͠Βݟ੾ΓσϓϩΠͯ͠͠·͏ɹɹɹɹ
    ༏ઌϚΠάϨʔγϣϯ
    ϚΠάϨʔγϣϯ
    ະ׬ྃςφϯτ܈
    NJHSBUJPO
    ίϯςφ
    ༏ઌ౓ߴ ༏ઌ౓த ༏ઌ౓௿
    ৽͍͠
    8FCίϯςφ
    DPNNFOUT
    ςʔϒϧ͋Δ
    ৽͍͠
    8FCίϯςφ
    DPNNFOUT
    ςʔϒϧͳ͍

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  124. ϚΠάϨʔγϣϯ
    ׬ྃςφϯτ܈
    ༏ઌ౓தɾ௿܈͕ΞΫηε͢ΔͱΤϥʔʹͳΔ͕
    ࣮ࡍΞΫηεස౓͕௿͍܈ͳͷͰ໰୊͕ى͖ͳ͍
    ༏ઌϚΠάϨʔγϣϯ
    ϚΠάϨʔγϣϯ
    ະ׬ྃςφϯτ܈
    NJHSBUJPO
    ίϯςφ
    ༏ઌ౓ߴ ༏ઌ౓த ༏ઌ౓௿
    ৽͍͠
    8FCίϯςφ
    DPNNFOUT
    ςʔϒϧ͋Δ
    ৽͍͠
    8FCίϯςφ
    DPNNFOUT
    ςʔϒϧͳ͍

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  125. ϚΠάϨʔγϣϯ
    ׬ྃςφϯτ܈
    ༏ઌ౓தɾ௿܈ͷਓ͕ΞΫηεͯ͘͠Δࠒʹ͸
    ϚΠάϨʔγϣϯ͸ऴΘ͍ͬͯΔʢϋζʣ
    ༏ઌϚΠάϨʔγϣϯ

    ׬
    NJHSBUJPO
    ίϯςφ
    ༏ઌ౓ߴ ༏ઌ౓த ༏ઌ౓௿
    ৽͍͠
    8FCίϯςφ
    DPNNFOUT
    ςʔϒϧ͋Δ
    ৽͍͠
    8FCίϯςφ
    DPNNFOUT
    ςʔϒϧ͋Δ

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  126. গ͠ޮՌ͸͋ͬͨ

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  127. ͕ͩશମͱ͕ͯ࣌ؒ͠
    ͔͔Δͷ͸มΘΒͣ

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  128. ݩͷߏ੒
    ΞʔΩςΫνϟͷมߋݕ౼
    MySQL DB
    instance
    BQBSUNFOU
    ύϒϦοΫ%#
    ϓϥΠϕʔτ%#
    ϓϥΠϕʔτ%#
    ϓϥΠϕʔτ%#
    instance

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  129. ෳ਺%#ʹ͢Ε͹ϚΠάϨʔγϣϯ଎͘ͳΔͷͰ͸ʁ
    ΞʔΩςΫνϟͷมߋݕ౼
    MySQL DB
    instance
    BQBSUNFOU
    ύϒϦοΫ%#
    ϓϥΠϕʔτ%#
    ϓϥΠϕʔτ%#
    ϓϥΠϕʔτ%#
    instance
    MySQL DB
    instance
    ύϒϦοΫ%#
    ϓϥΠϕʔτ%#
    ϓϥΠϕʔτ%#
    ϓϥΠϕʔτ%#

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  130. ͪΐͬͱ଴ͪͨ·͑

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  131. ͦ΋ͦ΋4NBSU)3͸

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  132. ࣮͸ैۀһͱϢʔβΛ
    σʔλϕʔεލ͍Ͱ+0*/͍ͯ͠Δ
    ΞʔΩςΫνϟͷมߋݕ౼
    MySQL DB
    instance
    BQBSUNFOU
    ύϒϦοΫ%#
    ϓϥΠϕʔτ%#
    ϓϥΠϕʔτ%#
    ϓϥΠϕʔτ%#
    instance
    ैۀһςʔϒϧ
    ͸ͬͪ͜
    Ϣʔβςʔϒϧ
    ͸ͬͪ͜

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  133. ͳͥϢʔβ͕
    ύϒϦοΫ%#্ʹʁ

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  134. ཧ༝ࣾ࿑࢜޲͚ػೳͱͯ͠ෳ਺ͷςφϯτʹ
    ୯ҰϢʔβ͕ϩάΠϯͰ͖Δػೳ͕͋Δ͔Β
    ΞʔΩςΫνϟͷมߋݕ౼

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  135. ͦͯ͠ෳ਺%#ߏ੒͸
    ઌߦࣄྫΛௐࠪ͢Δʹ
    পͬΆ͍ʜʜ

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  136. ͭΒ͍΍Γํ͸
    ͍͔ͭࣗ෼ͨͪͷ଍Λ
    Ҿͬுͬͯ͘Δ

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  137. ଞʹ΋༷ʑ͋Γ
    ෳ਺%#ܭը͸
    ͓ଂೖΓ

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  138. CVJMEFSTDPOͷςʔϚ͸
    ʮ஌Βͳ͔ͬͨΛɺฉ͘ʯ
    Ͱ͕͢

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  139. օ͞Μ͓ؾ͖ͮ
    Ͱͨ͠Ͱ͠ΐ͏͔

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  140. શ͘ޮՌ͕ग़ͳ͔ͬͨ
    ͋ͷൿີฌثͷ͜ͱΛʜ

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  141. ࢥ͍ग़͢γϦʔζ

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  142. ಥવͰ͕͢
    ͜͜ͰΫΠζͰ͢

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  143. ͋Δ"843%4 .Z42-
    ͷΠϯελϯε্ʹ
    ଘࡏ͢Δෳ਺ͷ%"5"#"4&ʹڞ௨Ͱଘࡏ͢Δ
    ςʔϒϧʹΧϥϜΛ௥Ճ͠Α͏ͱࢥ͍·͢ɻ
    %"5"#"4&ͷ਺͕ͩͬͨ৔߹ʹฒྻͰ
    "-5&35"#-&Λ࣮ߦͨ͠ΒԿඵͰऴΘΔͰ͠ΐ͏͔ɻ
    ୯ମͰ࣮ߦͨ͠৔߹͸ඵ͔͔Δ΋ͷͱ͠ɺ
    Φʔόʔϔου͸ৗʹඵͱ͢Δɻ
    ಥવͷΫΠζ

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  144. ਖ਼ղ͸ʜʜඵͰ͢

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  145. ฒྻ%%-ͷ࣮ߦͬͯ
    ͦ΋ͦ΋ແཧͩͬͨ
    গͳ͘ͱ΋ςʔϒϧΧϥϜͷ௥Ճ࡟আ͕൐͏ͱ

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  146. ஌Βͳ͔ͬͨ

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  147. ஌Βͳ͔ͬͨ

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  148. ஌Βͳ͔ͬͨ
    Λฉ͚·͔ͨ͠ʁ

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  149. ։ൃνʔϜ͕
    ͜ͷࣄ࣮ʹؾͮ͘ͷ͸
    ΋͏গ͠ઌͷ࿩

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  150. ͓͋ͱ͕ΑΖ͍͠Α͏Ͱ

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  151. εϥΠυޙ൒ελʔτ

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  152. ଓɾ4NBSU)3
    ϚΠάϨʔγϣϯ೥ද

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  153. 4NBSU)3Ϛϧνςφϯτ೥ද








    2

    2

    2

    2

    2

    2

    2

    2

    2

    2

    2
    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

    JOJUJBMDPNNJU
    ೥݄

    ฒྻNJHSBUF
    ࢼ࡞൛
    σϓϩΠ໰୊͕
    ঃʑʹݦࡏԽ
    QVSJOUBJೖࣾ
    ଟஈσϓϩΠͷಋೖ
    ৳ͼଓ͚Δ
    σϓϩΠ࣌ؒ
    αʔϏεো֐ൃੜ
    ఆظϝϯςମ੍
    ελʔτ

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  154. 4NBSU)3Ϛϧνςφϯτ೥ද








    2

    2

    2

    2

    2

    2

    2

    2

    2

    2

    2
    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

    JOJUJBMDPNNJU
    ೥݄

    ฒྻNJHSBUF
    ࢼ࡞൛
    σϓϩΠ໰୊͕
    ঃʑʹݦࡏԽ
    QVSJOUBJೖࣾ
    ଟஈσϓϩΠͷಋೖ
    ৳ͼଓ͚Δ
    σϓϩΠ࣌ؒ
    αʔϏεো֐ൃੜ
    ఆظϝϯςମ੍
    ελʔτ
    %JTDPWFS
    4PNFUIJOH/FX

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  155. ͦΕ͸)FSPLV1PTUHSFTΛௐ΂͍ͯͨ࣌ͷ࿩
    $JUVTͱͷग़ձ͍

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  156. $JUVTͱͷग़ձ͍

    View full-size slide

  157. $JUVTͱ͸IUUQTHJUIVCDPNDJUVTEBUBDJUVT
    ɾΦʔϓϯιʔεͷ1PTUHSF42-֦ு GPSLͰ͸ͳ͍

    ɾߴ͍εέʔϥϏϦςΟ
    ɾΫΤϦฒྻԽͷͨΊͷ෼ࢄΤϯδϯ
    ɾϚϧνςφϯτΞϓϦΛߟྀͨ͠ઃܭ
    ɾͱʹ͔͘ϚΠάϨʔγϣϯ͕଎͍
    ɾΞϓϦέʔγϣϯ͔Β͸୯ҰͷσʔλϕʔεͷΑ͏ʹݟ͑Δ
    $JUVTͱͷग़ձ͍

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  158. $JUVT͸ͭͷίʔσΟωʔλʔϊʔυͱ
    ෳ਺ͷϫʔΧʔϊʔυʹ෼͔Ε͍ͯΔ
    $JUVTͱͷग़ձ͍

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  159. ΞϓϦέʔγϣϯ͔Β͸
    ίʔσΟωʔλϊʔυʹର͠ΫΤϦΛ࣮ߦ͢Δ
    $JUVTͱͷग़ձ͍

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  160. ίʔσΟωʔλϊʔυ͸ड͚औͬͨΫΤϦΛ
    ద੾ͳϫʔΧʔϊʔυʹ౤͛௚͢
    $JUVTͱͷग़ձ͍

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  161. ϫʔΧʔϊʔυ͸ίʔσΟωʔλϊʔυʹ
    ΫΤϦͷ࣮ߦ݁ՌΛฦ٫͢Δ
    $JUVTͱͷग़ձ͍

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  162. ίʔσΟωʔλϊʔυ͸
    ϫʔΧʔϊʔυ͔Βͷ݁ՌΛΞϓϦέʔγϣϯʹฦ͢
    $JUVTͱͷग़ձ͍

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  163. ΫΤϦ͕ෳ਺ͷϊʔυΛ·͙ͨ৔߹΋
    ίʔσΟωʔλϊʔυ͕͏·͘ूܭͯ݁͠ՌΛฦ͢
    $JUVTͱͷग़ձ͍

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  164. "-5&35"#-&΋౰વ͍͚Δ
    $JUVTͱͷग़ձ͍

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  165. Ͱ΋ࣗ෼Ͱཱͯͳ͍ͱ
    ͍͚ͳ͍ΜͰ͠ΐʁ

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  166. $JUVT$MPVEIUUQTXXXDJUVTEBUBDPNQSPEVDUDMPVE
    $JUVTࣾެࣜͷ%BUBCBTFBTB4FSWJDF
    "84౦ژϦʔδϣϯ্ʹ΋ϗεςΟϯάՄೳ
    $JUVTͱͷग़ձ͍

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  167. έʔΩ৯ͬͯΔ
    ৔߹͡ΌͶ͑

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  168. $JUVTͱͷग़ձ͍

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  169. Ϛϧνςφϯγʔͷݕূ༻ΞϓϦΛ࡞੒
    ࡶʹ ςφϯτΛ࡞੒ͯ͠
    ద౰ʹ਺ઍສϨίʔυੜ੒ޙECNJHSBUFΛ͔͚Δ
    $JUVTͱͷग़ձ͍

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  170. BQBSUNFOUHFN͔Βൺֱత৐Γ׵͕͑༰қͳ
    $JUVT͕ࣾఏڙ͢ΔBDUJWFSFDPSENVMUJUFOBOUHFN
    IUUQTHJUIVCDPNDJUVTEBUBBDUJWFSFDPSENVMUJUFOBOU
    $JUVTͱͷग़ձ͍

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  171. ݟ͚ͭͨͧʜʜ
    ۜͷ஄ؙʜʜ

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  172. %#ϨΠϠͷ໰୊͕
    %#ϨΠϠͰղܾ͢Δͬͯ
    ࠷ߴ͡ΌΜʜʜ

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  173. $JUVT$MPVEҠߦ
    ϓϩδΣΫτ

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  174. ·ͣ͸Ҡߦର৅Λ੔ཧ

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  175. Ҡߦલ
    ҠߦલͱҠߦޙͷࠩ෼
    1PTUHSF42-
    $JUVT$MPVE
    Ҡߦޙ
    .Z42-
    "843%4

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  176. Ҡߦલ
    ҠߦલͱҠߦޙͷࠩ෼
    1PTUHSF42-
    $JUVT$MPVE
    QHHFN
    BDUJWFSFDPSENVMUJUFOBOUHFN
    ୯ҰεΩʔϚ
    Ҡߦޙ
    .Z42-
    "843%4
    NZTRMHFN
    BQBSUNFOUHFN
    ෼ࢄεΩʔϚ

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  177. ͋ͬɺओΩʔͲ͏͠Α

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  178. ڧ͍ؾ࣋ͪͰ
    ࣗ෼Ͱ࣮૷͠ͳ͍

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  179. Ҡߦલ
    ҠߦલͱҠߦޙͷࠩ෼
    1PTUHSF42-
    $JUVT$MPVE
    QHHFN
    BDUJWFSFDPSENVMUJUFOBOUHFN
    ୯ҰεΩʔϚ
    ओΩʔ66*%
    4ͷΩʔ66*%
    Ҡߦޙ
    .Z42-
    "843%4
    NZTRMHFN
    BQBSUNFOUHFN
    ෼ࢄεΩʔϚ
    ओΩʔ࿈൪
    4ͷΩʔ࿈൪

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  180. ͦ΋ͦ΋.Z42-ͱ1PTUHSF42-ͷҧ͍
    Α͘஌ΒΜ͠ͳ͋ʜʜ
    ࠩ෼ΛຒΊΔํ๏

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  181. ࠩ෼ΛຒΊΔํ๏

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  182. ࠩ෼ΛຒΊΔํ๏

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  183. ࠩ෼ΛຒΊΔํ๏

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  184. ੟ਓ͔ʜʜ

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  185. ͱ͸͍͑·ͣ͸
    σʔλҠߦͳ͠Ͱ֬ೝ

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  186. ॳख͸ECDPOOFDUPS͔Β

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  187. BQBSUNFOUHFN͸࢒ͨ͠·· NZTRM͸

    QHBDUJWFSFDPSENVMUJUFOOBUHFNΛ௥Ճ
    ॳख͸ECDPOOFDUPS͔Β

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  188. ॳख͸ECDPOOFDUPS͔Β
    ͜͏͍͏ͷˣ

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  189. ೥໌͚͔Β̏िؒ
    ಈ࡞֬ೝ੒ޭ

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  190. ͔͜͜͠͠Ͱ໰୊͕

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  191. ࢥ͍ग़͢γϦʔζ
    ͭ·Γػೳվम͸جຊతʹϚΠάϨʔγϣϯΛ൐͏

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  192. ͏Θͬʜʜ
    ػೳ։ൃʹ൐͏
    εΩʔϚมߋଟ͗͢ʜʜ

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  193. σʔλϕʔεҠߦϓϩδΣΫτΛ΍͍ͬͯΔͷʹ
    ຖिεΩʔϚมߋ͕ى͜Δঢ়ଶͰ
    Ͳ͏΍ͬͯσʔλҠߦ͕
    Ͱ͖͍ͯΔ͜ͱΛݕূ͢Δͷ͔ʜʜ
    ͱ͸͍͑ػೳ։ൃΛࢭΊΔΘ͚ʹ͸ʜʜ
    %#ࠩ෼͕ຖिൃੜ

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  194. ͍΍
    ͜͜͸ڧ͍ؾ࣋ͪͰ
    ࢭΊͳ͚Ε͹

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  195. ϓϩμΫτνʔϜ૬ஊͷ΋ͱ̑ʙ݄̒ʹ͔͚ͯ
    ʮ4NBSU)3ຊମͷ։ൃΛҰϲ݄ఀࢭ͠·͢ʯ
    Λશࣾతʹڞ༗
    ίʔυϑϦʔζ·Ͱʹؒʹ߹Θ͍ͤͨνέοτͷ
    ༏ઌ౓ௐ੔΍ɺظؒதͷෆ۩߹ରԠํ਑ʹ͍ͭͯ੔උ
    ίʔυϑϦʔζͷ༧ࠂ

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  196. ·ͨɺίʔυϑϦʔζظؒத͸
    ΧελϚʔαϙʔτνʔϜ͕2"ΛόοΫΞοϓ
    ଞ෦ॺͷํʑ΋ࣄ৘Λঝ஌ͷ্Ͱద੾ͳಈ͖Λݕ౼
    ίʔυϑϦʔζͷ༧ࠂ

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  197. ͓٬༷޲͚ͷࠂ஌ϒϩά΋هड़
    αʔϏεαΠτͷ͓஌ΒͤͱςοΫϒϩάهࣄͰ
    าௐΛ߹ΘͤΔͷ͸ྑ͍ࢼΈͰͨ͠
    ίʔυϑϦʔζͷ༧ࠂ

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  198. σʔλҠߦʹ޲͚ͨ
    ૊৫ମ੍͕੔͖ͬͯͨ

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  199. σʔλҠߦ΋
    ४උ͠ͳ͚Ε͹

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  200. σʔλҠߦޙ͸ओΩʔΛ66*%ʹ͢Δ͚Ͳ
    ༧Ί࠾൪͓͍ͯͨ͠ํ͕Կ͔ͱศརͩΑͶ
    ʢϦϨʔγϣϯͷுΓ௚͠ͱ͔ʣ
    ˠશςʔϒϧʹVVJEΧϥϜΛੜ΍͢
    ˠVVJEΛ࠾൪ࣗಈͰ࠾൪͞ΕΔΑ͏ʹ
    ˠVVJEʹ/05/6--੍໿Λ෇༩
    σʔλҠߦʹ޲͚ͨ४උ

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  201. શςʔϒϧʹ
    VVJEΧϥϜΛੜ΍͢
    ʜʜ͋ͬʢ࡯͠ʣ

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  202. 4NBSU)3ͷ౰࣌ͷςʔϒϧ਺͸
    ͦΕΒશͯʹରͯ͠
    6/*26&੍໿෇͖
    TUSJOHΧϥϜΛ௥Ճ
    શςʔϒϧʹΧϥϜΛੜ΍͢

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  203. ϚΠάϨʔγϣϯ౰೔
    શςʔϒϧʹΧϥϜΛੜ΍͢

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  204. ͦͯ͜͠ͷϚΠάϨʔγϣϯͰΑ͏΍͘ؾ͕ͭ͘
    શςʔϒϧʹΧϥϜΛੜ΍͢

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  205. ͦͯ͜͠ͷϚΠάϨʔγϣϯͰΑ͏΍͘ؾ͕ͭ͘
    ฒྻϚΠάϨʔγϣϯʹ
    ʢ͋·Γʣҙຯ͕ͳ͔ͬͨ͜ͱΛʜʜ
    શςʔϒϧʹΧϥϜΛੜ΍͢

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  206. ͪͳΈʹ.Z42-෇ଐͷ66*%ؔ਺͸
    66*%W UJNFTUBNQ෇
    ͳͷͰ
    66*%WܗࣜͰࣗಈ࠾൪͍ͨ͠ͳΒ
    "DUJWF3FDPSEଆͰҰ޻෉͢Δඞཁ͋Γ
    BGUFS@JOJUJBMJ[F͸BDUJWFSFDPSEJNQPSU޲͚

    .Z42-Ͱ΋66*%ࣗಈ࠾൪

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  207. શͯͷϨίʔυʹ66*%͕࠾൪͞ΕΔΑ͏ʹͳΓ
    σʔλҠߦલޙͷಈ࡞֬ೝΛָʹ͢ΔͨΊϓνIBDL
    .Z42-Ͱ΋66*%ࣗಈ࠾൪

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  208. ͕ͯ͜͜͞େҰ൪

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  209. σʔλҠߦ͋Ε͜Ε

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  210. σʔλҠߦํ๏ͷௐࠪ
    MySQL DB
    instance
    Amazon
    RDS
    Postgre SQL
    instance
    ԿΒ͔ͷํ๏

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  211. σʔλҠߦํ๏ͷௐࠪ
    ཁ݅
    ɹ׬શͳΔఀࢭ͕ڐ༰͞ΕΔ࣌ؒ಺ʹ
    ɹશͯͷσʔλҠߦ޻ఔ͕׬ྃ͢Δ͜ͱ
    ˠଟ෼ɺ౔೔ͷ̎೔͕ؒݶ౓͡Όͳ͍͔ͳ

    View full-size slide

  212. σʔλҠߦํ๏ͷௐࠪ
    ·ͣ͸$JUVT 1PTUHSF42-
    Λௐࠪͯ͠ΈΑ͏
    Postgre SQL
    instance

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  213. σʔλҠߦํ๏ͷௐࠪ

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  214. σʔλҠߦํ๏ͷௐࠪ

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  215. σʔλҠߦํ๏ͷௐࠪ
    $JUVTͷ$01:จʹΑΔΠϯϙʔτ͸࣮ࡍ଎͍
    ϫβϚΤʂʢඵؒສϨίʔυͬͯ

    Ҿ༻ݩ$01:JOUPEJTUSJCVUFE1PTUHSF42-UBCMFT VQUPd.SPXTTFD$JUVT%BUB
    IUUQTXXXDJUVTEBUBDPNCMPHDPQZQPTUHSFTRMEJTUSJCVUFEUBCMFT

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  216. σʔλҠߦํ๏ͷௐࠪ
    $JUVT΁ͷΠϯϙʔτʹର͢Δෆ҆͸ͳ͘ͳͬͨ
    "843%4 .Z42-
    ͔Β
    $JUVT$MPVEʹऔΓࠐΊΔܗࣜͰ
    ΤΫεϙʔτ͢Δํ๏Λௐࠪ͢Δ͜ͱʹ
    MySQL DB
    instance
    Amazon
    RDS

    View full-size slide

  217. .Z42-͔Β$47Ͱ
    ΤΫεϙʔτͱݴ͑͹
    NZTRMEVNQͰ͕͢

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  218. σʔλҠߦํ๏ͷௐࠪ
    NZTRMEVNQ͸࢒೦ͳ͕Β"843%4Ͱ͸࢖͑ͳ͍
    ʢσΟεΫ্΁ͷॻ͖ࠐΈݖ͕ͳ͍ͷͰʣ
    ಉ༷ʹ4&-&$5d*/50065'*-&౳΋ෆՄ
    ૉ௚ʹநग़༻ͷεΫϦϓτॻ͔͘͠
    MySQL DB
    instance
    Amazon
    RDS

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  219. 3VCZͰॻ͍ͨΒ
    ऴΘΒͳ͍ʢ௚ײʣ

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  220. ͜ͷΑ͏ͳ42-ϑΝΠϧΛςʔϒϧຖʹ༻ҙͯ͠ʜʜ
    σʔλҠߦεΫϦϓτࢼ࡞
    MySQL DB
    instance
    Amazon
    RDS

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  221. ͜ͷΑ͏ͳγΣϧεΫϦϓτΛॻ͍ͯ
    σʔλҠߦεΫϦϓτࢼ࡞
    MySQL DB
    instance
    Amazon
    RDS

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  222. நग़͘Μࢼ࡞Ұ߸ػͷڍಈ
    ύϒϦοΫ%#্ͷ5FOBOUςʔϒϧ͔Β

    શςφϯτͷ%#໊Λશ෦நग़
    ϧʔϓ͠ͳ͕ΒύΠϓ্Ͱ

    Ҿ਺ల։ͯ͠઀ଓઌ%#੾ସ
    NZTRMίϚϯυͷ࣮ߦ݁ՌΛඪ४ग़ྗ
    ϦμΠϨΫτͰ೚ҙͷϑΝΠϧʹॻࠐ

    σʔλҠߦεΫϦϓτࢼ࡞
    MySQL DB
    instance
    Amazon
    RDS

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  223. நग़͘Μࢼ࡞Ұ߸ػͷ൓ল
    ɾύοτݟՄಡੑ௿͍͠ϝϯςੑ΋௿͍
    ɾύΠϓͰγΣϧҾ਺ల։͕τϦοΩʔ͗͢
    ɾςφϯτͷ਺͚ͩNZTRMDNE͕࣮ߦ͞Ε஗͍
    σʔλҠߦεΫϦϓτࢼ࡞

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  224. ࢼߦࡨޡͷ຤

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  225. ҠߦεΫϦϓτ͸3VCZͰॻ͘
    42-ϑΝΠϧ͸FSCͰςϯϓϨʔτԽ͢Δ
    σʔλநग़͸QPQFOܦ༝ͰNZTRMίϚϯυୟ͘
    σʔλҠߦεΫϦϓτ7

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  226. ςʔϒϧ͝ͱͷ42-ϑΝΠϧͷςϯϓϨʔτΛ

    σʔλϕʔεεΩʔϚ͔Βࣗಈੜ੒͠FSCͰग़ྗ

    ΧϥϜͷछྨͰѻ͍Λม͍͑ͯΔ

    σʔλҠߦεΫϦϓτ7ྲྀΕ

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  227. ग़ྗ͞ΕͨFSCΛ໨ࢹͰ֬ೝ͠
    ɹϦϨʔγϣϯϙϦϞʔϑΟοΫؔ࿈ΧϥϜ
    Λ͍͍ײ͡ʹ΍Δ
    ͱΓ͋͑ͣࡶʹ-&'5065&3+0*/ͯ͠
    $0"-&4$&Ͱฒ΂͓͚ͯ͹େৎ෉ʂ
    σʔλҠߦεΫϦϓτ7ྲྀΕ

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  228. 5FOBOUςʔϒϧ͔Βσʔλϕʔε໊Λશநग़͠
    FSCςϯϓϨʔτʹࠩ͠ࠐΜͩ΋ͷΛ
    ςʔϒϧ୯ҐͷϑΝΠϧʹ௥هग़ྗ
    ͢Δͱςʔϒϧͷ਺͚ͩͷ42-ϑΝΠϧ͕Ͱ͖Δ
    ࢼ࡞ܕͱҧ͏ͷ͸ɺͭͷ42-ϑΝΠϧʹ
    શςφϯτ෼ͷ4&-&$5จ͕ग़ྗ͞Ε͍ͯΔ͜ͱ
    σʔλҠߦεΫϦϓτ7ྲྀΕ

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  229. ग़ྗ͞Εͨ42-ϑΝΠϧΛ
    NZTRMίϚϯυͰ౤͛
    ඪ४ग़ྗΛϑΝΠϧʹॻ͖ग़͢
    ͪͳΈʹNZTRMίϚϯυͷΦϓγϣϯ͸"/S

    "%#੾ସ࣌ʹςʔϒϧఆٛΛಡΈࠐ·ͳ͍ߴ଎Խ
    /ΧϥϜͷϔομʔΛग़ྗ͔ΒӅ͢
    Sग़ྗ஋ͷΤεέʔϓม׵Λ͠ͳ͍
    σʔλҠߦεΫϦϓτ7ྲྀΕ

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  230. TUSJOHUFYUΧϥϜʹEPVCMFRVPUFؚ͕·Εͨ৔߹
    NZTRMίϚϯυ͸཯ّʹΤεέʔϓॲཧ<>ˠ<>Λ
    ͯ͘͠Ε͸͠ͳ͍ͷͰɺࣗྗͰ΍Δඞཁ͕͋Δʜʜ
    Ͳ͏΍ͬͯʁ
    EPVCMFRVPUFͷΤεέʔϓ໰୊

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  231. ग़ྗޙʹTFEͳͲͰ΍Δํ๏΋͋Δ͕
    ετΞυϑΝϯΫγϣϯΛ࢖ͬͨΒָͰͨ͠
    ͨͩ୯ʹEPVCMFRVPUF͕͋ͬͨΒ̎ͭʹ͢Δ͚ͩ

    ͳ͓ܕ͸-0/(5&95ʹ͠ͳ͍ͱจࣈҎ಺ʹॖΊΒΕͯ͠·͏
    EPVCMFRVPUFͷΤεέʔϓ໰୊
    CREATE FUNCTION
    sys.CSVSTR(str LONGTEXT CHARSET utf8mb4)
    RETURNS LONGTEXT CHARSET utf8mb4 DETERMINISTIC
    RETURN CONCAT('"', REPLACE(str, '"', '""'), '"');

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  232. ετΞυϑΝϯΫγϣϯ࡞ͬͨΒ
    UFYUܥΛͻͨ͢ΒғΉ
    EPVCMFRVPUFͷΤεέʔϓ໰୊
    SELECT
    t.uuid AS id,
    '<%= tenant_id %>' AS tenant_id,
    CONCAT('"', t.id, '"') AS old_id,
    CONCAT('"', DATE_FORMAT(t.created_at, '%Y-%m-%d %T'), '"') AS created_at,
    CONCAT('"', DATE_FORMAT(t.updated_at, '%Y-%m-%d %T'), '"') AS updated_at,
    sys.CSVSTR(t.country_number) AS country_number,
    sys.CSVSTR(t.zip_code) AS zip_code,
    sys.CSVSTR(t.pref) AS pref,
    sys.CSVSTR(t.city) AS city,
    sys.CSVSTR(t.street) AS street,
    sys.CSVSTR(t.building) AS building,
    sys.CSVSTR(t.literal_yomi) AS literal_yomi
    FROM
    <%= dbname %>.addresses AS t
    ORDER BY t.id ASC;

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  233. ྫ͑͹ͱ͋ΔϢʔβͷট଴ऀϢʔβ͕࡟আ͞Εͯͨ
    ҰԠট଴ऀͷ*%ͷ਺஋͕ΧϥϜʹ࢒͍ͬͯΔ͕ɺ
    66*%Ҡߦʹ൐͍Ͳ͏ʹ͔͠ͳ͍ͱ͍͚ͳ͍
    ͔ͱ͍ͬͯϥϯμϜͳ66*%Λ࠾൪͢ΔΘ͚ʹ͸
    ͜Ε΋ετΞυϑΝϯΫγϣϯͰͳΜͱ͔͠·͠ΐ͏
    ϦϨʔγϣϯઌͷϨίʔυ͕ͳ͍

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  234. ফ͑ͨࢀরઌͷςʔϒϧ໊JEςφϯτJEΛ౉͢ͱ
    66*%Λฦͯ͘͠ΕΔϋογϡؔ਺
    ϦϨʔγϣϯઌͷϨίʔυ͕ͳ͍
    DELIMITER //
    CREATE FUNCTION sys.GHOSTUUID(table_name TEXT, id BIGINT, tenant_id TEXT)
    RETURNS TEXT CHARSET utf8mb4 DETERMINISTIC
    BEGIN
    SET @sha2 = SHA2(CONCAT('table_name:',table_name,'::id:',id,'::tenant_id:',tenant_id), 512);
    SET @uuid = CONCAT(
    SUBSTR(@sha2 from 10 for 8),
    '-',
    SUBSTR(@sha2 from 18 for 4),
    '-4',
    SUBSTR(@sha2 from 22 for 3),
    '-',
    LOWER(CONV(CONV(SUBSTR(@sha2 from 26 for 1), 16, 10) & 3 | 8, 10, 16)),
    SUBSTR(@sha2 from 27 for 3),
    '-',
    SUBSTR(@sha2 from 40 for 12)
    );
    RETURN @uuid;
    END;
    //
    DELIMITER ;

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  235. ଘࡏ͠ͳ͍͔΋͠Εͳ͍΍ͭ͸
    ͱΓ͋͑ͣғΜͰ͓͜͏ʂ
    ϦϨʔγϣϯઌͷϨίʔυ͕ͳ͍
    SELECT
    t.uuid AS id,
    '<%= tenant_id %>' AS tenant_id,
    CONCAT('"', t.id, '"') AS old_id,
    CONCAT('"', DATE_FORMAT(t.created_at, '%Y-%m-%d %T'), '"') AS created_at,
    CONCAT('"', DATE_FORMAT(t.updated_at, '%Y-%m-%d %T'), '"') AS updated_at,
    COALESCE(s.uuid, sys.GHOSTUUID('Payslip', t.payslip_id, '<%= tenant_id %>')) AS payslip_id,
    sys.CSVSTR(t.name) AS name,
    t.amount AS amount
    FROM
    <%= dbname %>.deductions AS t
    LEFT OUTER JOIN <%= dbname %>.payslips AS s
    ON t.payslip_id = s.id
    ORDER BY t.id ASC
    ;

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  236. ετΞυϑΝϯΫγϣϯ
    ศརա͗Δ

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  237. ͦͯ͠Ҡߦ౰೔

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  238. ಛʹେ͖ͳτϥϒϧ΋ͳ͘

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  239. ৼΓฦΓ
    ੒ޭͷҰ൪ͷཁҼ͸πΠολʔઈͪ

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  240. ৼΓฦΓ
    ੒ޭͷҰ൪ͷཁҼ͸πΠολʔઈͪ
    ʜʜΛؚΊͨɺ͜ͷϓϩδΣΫτ͚ͩʹ
    ूதͰ͖Δ؀ڥΛपғʹ੔͑ͯ΋Βͬͨ͜ͱ
    ݕূʹे෼ͳ͕࣌ؒ͋ͬͨ͜ͱͰ
    ෆ҆ͳ͘ҠߦΛ͢Δ͜ͱ͕Ͱ͖ͨ

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  241. ৼΓฦΓ
    ޙ͸ແཧΛͨ͠࡞ΓࠐΈΛ͠ͳ͔ͬͨ͜ͱ
    ʢద੾ͳଥڠ͕Ͱ͖ͨʣ
    ݩ͕γϯϓϧͳঢ়ଶͰ͋Ε͹
    ผͷঢ়ଶʹ͍࣋ͬͯ͘͜ͱ΋ͨ΍͍͢
    ٕज़બఆ͸ͨͩબͿ࡞Δ͚ͩͰ͸ͳ͘
    ͔ͦ͜Βޙ໭Γ͕Ͱ͖Δ͔Ͳ͏͔ͱ͍͏ᄿ֮΋େࣄ

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  242. ৼΓฦΓ
    ࠓճ͸͍ͬͱ͖ͷ੒ޭΛऩΊ·͕ͨ͠
    কདྷͷ͋Δ࣌఺ʹ͓͍ͯ੒ޭ͔Ͳ͏͔͸෼͔Βͳ͍
    ຊ౰ͷධՁʹ͸ྺ࢙ͷ൑அ͕ඞཁ
    ͱ͸͍͑๻ͨͪ͸͜Ε͔Β$JUVTͱ΍͍͖ͬͯ·͢

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  243. Զͨͪͷઓ͍͸
    ·ͩ·ͩ͜Ε͔Βͩ

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  244. 4NBSU)3Ϛϧνςφϯτ೥ද








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    ར༻اۀ਺
    4NBSU)3ެ։
    ೥݄

    JOJUJBMDPNNJU
    ೥݄

    ฒྻNJHSBUF
    ࢼ࡞൛
    σϓϩΠ໰୊͕
    ঃʑʹݦࡏԽ
    QVSJOUBJೖࣾ
    ଟஈσϓϩΠͷಋೖ
    ৳ͼଓ͚Δ
    σϓϩΠ࣌ؒ
    αʔϏεো֐ൃੜ
    ఆظϝϯςମ੍
    ελʔτ
    $JUVTͱͷग़ձ͍
    $JUVT$MPVE
    Ҡߦ1+ελʔτ
    ίʔυϑϦʔζ❄
    $JUVT$MPVE
    Ҡߦ੒ޭʂ
    ͝ਗ਼ௌ
    ͋Γ͕ͱ͏͍͟͝·ͨ͠

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