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pycon mini osaka 発表資料：ethereum

英 谷口
May 18, 2018
1
600

pycon mini osaka 発表資料：ethereum

web3のver4に合わせて一部書き換え

英 谷口

May 18, 2018
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Transcript

  1. 1ZUIPOͰ&UIFSFVNͷ
    ϒϩοΫνΣʔϯʹ
    ΞΫηε͢Δํ๏
    ςοΫϏϡʔϩגࣜձࣾ
    ୩ޱӳ
    1Z$PONJOJ0TBLB

    ࠷ऴߋ৽

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  2. ࣗݾ঺հ

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  3. ୩ޱӳ
    1Z$PONJOJ0TBLB࠲௕

    ςοΫϏϡʔϩגࣜձࣾΤϯδχΞ

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  7. IUUQNJKJOJPNJKJOCBBT

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  8. ʙେࡕ
    ʙ౦ژ

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  14. 1ZUIPOͰ&UIFSFVNͷ
    ϒϩοΫνΣʔϯʹ
    ΞΫηε͢Δํ๏

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  15. ૝ఆର৅

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  16. ϒϩοΫνΣʔϯ
    ͬͯฉ͍ͨ͜ͱ͋Δ

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  17. Ծ૝௨՟
    ͬͯڈ೥͙Β͍
    ྲྀߦͬͯͨΑͶ

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  18. 1ZUIPO
    ͳΜͱͳ͔͚͘Δ

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  19. ͳͷͰॳ৺ऀ޲͚

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  20. ൃද֓ཁ

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  21. ࠓ೔΍Δ͜ͱ
    ̍ɽϒϩοΫνΣʔϯͱ͸
    ̎ɽ&UIFSFVNͱ͸
    ̏ɽ&UIFSFVNDMJFOUͱ͸
    ̐ɽXFCͱ͸
    ̑ɽτʔΫϯͱ͸

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  22. ஫ҙ
    1ZUIPOͷ࿩ׂ
    ͦΕҎ֎ͷ࿩ׂ

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  23. ̍ɽϒϩοΫνΣʔϯͱ͸

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  24. σʔλͷཤྺ͔ͨ·Γ ϒϩοΫ
    ͕
    ࿈ଓͨ͠ νΣʔϯ
    ΋ͷ

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  25. %JDUͷ-JTU

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  26. \
    [email protected]
    [email protected]
    lUSBOTBDUJPOTz
    \GSPNYE UPYPJFXFI BNPVOU^
    \GSPNYJXFI UPYJFMLEI BNPVOU^
    >
    ^
    \
    [email protected]
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    USBOTBDUJPOT
    \GSPNYMEGKEJ UPYTEKTGV BNPVOU^
    \GSPNYPEGKXV UPYKFV BNPVOU^
    >
    ^
    >

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  27. ͜ΕͷԿ͕৽͍͠ͷ͔

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  28. ʲ෼ࢄܕʳ
    11

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  29. தԝूݖͷྫ
    "1αʔό "1αʔό "1αʔό
    )551αʔό )551αʔό )551αʔό
    ϩʔυόϥϯαʔ
    %#

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  30. σʔλ͕վ͟Μ͞ΕΔͱ

    View Slide

  31. தԝूݖͷྫ
    "1αʔό "1αʔό "1αʔό
    )551αʔό )551αʔό )551αʔό
    ϩʔυόϥϯαʔ
    %#

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  32. தԝूݖͷྫ
    "1αʔό "1αʔό "1αʔό
    )551αʔό )551αʔό )551αʔό
    ϩʔυόϥϯαʔ
    %#

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  33. ෼ࢄܕͷྫ %#
    %# %# %#
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  34. σʔλ͕վ͟Μ͞ΕΔͱ

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  35. ෼ࢄܕͷྫ %#
    %# %# %#
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  36. ෼ࢄܕͷྫ %#
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  37. ෼ࢄܕͷྫ %#
    %# %# %#
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  38. ૬ޓ؂ࢹʹΑΔ
    ෆਖ਼σʔλͷमਖ਼

    View Slide

  39. ແఢͱ͍͏Θ͚Ͱ͸ͳ͍

    View Slide

  40. ෼ࢄܕͷྫ
    %# %#
    %#
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  41. ෼ࢄܕͷྫ
    %#
    %#
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  42. ߈ܸ
    ίετΊͬͪΌߴ

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  43. վ͟Μ͕ ࣮࣭
    ෆՄೳ

    View Slide

  44. ͱࢥ͍ͬͯͨ࣌ظ͕
    ࢲʹ΋͋Γ·ͨ͠

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  45. #MPDL8JUIIPMEJOH"UUBDL

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  46. ط஌ͷख๏Ͱ͋Γ
    վ͟ΜͰ͸ແ͍
    ϒϩοΫνΣʔϯ QPX
    ͕
    ͩΊͱ͍͏Θ͚Ͱ͸ແ͍

    View Slide

  47. ঝೝ਺͸େࣄ
    ঝೝ਺
    ˣ
    ΧϨϯτϒϩοΫ൪߸͔Β
    τϥϯβΫγϣϯ͕ଘࡏ͢ΔϒϩοΫͷ൪߸Λ
    Ҿ͍ͨ਺

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  48. ̎ɽ&UIFSFVNͱ͸

    View Slide

  49. Ծ૝௨՟ͷҰͭ

    View Slide

  50. ϏοτίΠϯ
    ˣ
    σδλϧΰʔϧυ

    View Slide

  51. ໨తɿૹۚɾܾࡁFUD

    View Slide

  52. &UIFSFVN
    ˣ
    ϓϥοτϑΥʔϜ

    View Slide

  53. ɾ෼ࢄܕΞϓϦέʔγϣϯ
    ɾεϚʔτίϯτϥΫτ

    View Slide

  54. ɾϒϩοΫνΣʔϯΛར༻

    View Slide

  55. ɾύϒϦοΫϒϩοΫνΣʔϯ

    View Slide

  56. ίϯτϥΫτ
    ΠϕϯτΛ͖͔͚ͬͱ࣮ͯ͠ߦ͞ΕΔܖ໿

    Λߦ͏ͨΊͷ೩ྉ

    View Slide

  57. &UIFSFVNͷத਎Λ
    ݟͯΈ͍ͨ

    View Slide

  58. &UIFSTDBO
    IUUQTFUIFSTDBOJP

    View Slide

  59. &UIFSTDBOͱ͸
    ɾ&UIFSFVNͷΤΫεϓϩʔϥ

    View Slide

  60. ΤΫεϓϩʔϥͱ͸
    ɾϒϩοΫνΣʔϯͷ಺༰͕֬ೝͰ͖Δ
    ɹɾτϥϯβΫγϣϯͷ݁Ռ
    ɹɾະঝೝτϥϯβΫγϣϯ
    ɹɾΞυϨεͷ࢒ߴ

    View Slide

  61. ɾଞ௨՟ʹ΋΋ͪΖΜଘࡏ͢Δ
    ʲϏοτίΠϯʳCMPDLFYQMPSFS
    ʲ/&.ʳ/FN#MPDLDIBJO&YQMPSFS
    ʲϞφίΠϯʳ*OTJHIU

    View Slide

  62. ͪΐͬͱ঺հ
    IUUQTFUIFSTDBOJP

    View Slide

  63. ɽ&UIFSFVNDMJFOUͱ͸

    View Slide

  64. &UIFSFVNωοτϫʔΫʹ
    ࢀՃ͢ΔͨΊͷΫϥΠΞϯτιϑτ

    View Slide

  65. ʲϏοτίΠϯʳCJUDPJOE
    ʲ/&.ʳ/*4
    ʲϞφίΠϯʳNPOBDPJOE

    View Slide

  66. ΫϥΠΞϯτιϑτͷ"1*Λ
    ࣮ߦͯ͠Լهͷ݁ՌΛಘΔ
    ɾΞυϨεͷ࢒ߴ
    ɾτϥϯβΫγϣϯੜ੒
    ͳͲͳͲ

    View Slide

  67. IUUQ T
    PSXT T

    View Slide

  68. IUUQ͸͓खܰ
    XT͸ෛՙ͕͍ܰ

    View Slide

  69. ͜ΕΛ४උ͠ͳ͚Ε͹
    ࢝·Βͳ͍

    View Slide

  70. &UIFSFVNͰ͸ʁ

    View Slide

  71. ݱࡏڧ

    View Slide

  72. 1BSJUZ 3VTU੡

    WT
    HFUI (P੡

    View Slide

  73. ਪ͠&UIFSFVNDMJFOU
    ‑
    HFUI (P

    View Slide

  74. ϒϩοΫಉظͷ଎͞
    লϝϞϦʹΑΔ҆ఆੑ
    HFUI (P

    View Slide

  75. ྺ࢙

    View Slide

  76. HFUIWFS·Ͱ
    ϒϩοΫσʔλʹΑΔετϨʔδ઎ྖ
    ϒϩοΫσʔλ׬શಉظ·Ͱ िؒ
    ංେ͢ΔϝϞϦྖҬ
    ԿΑΓෆ҆ఆ

    View Slide

  77. ͦͷࠒͷQBSJUZ
    HFUIʹൺ΂ͯϒϩοΫσʔλখ
    HFUIʹൺ΂ͯϒϩοΫಉظ࣌ؒ൒෼
    HFUIʹൺ΂ͯলϝϞϦ
    HFUIʹൺ΂ͯ҆ఆ

    View Slide

  78. HFUIWFS͔Βຊؾ
    ϒϩοΫσʔλ׬શಉظ࣌ؒ
    লϝϞϦʹΑΔ҆ఆԽ
    ϒϩοΫσʔλ͸૬มΘΒͣͰ͔͍

    View Slide

  79. 1BSJUZͷྑ͍ͱ͜Ζ
    XFCϕʔε6*
    ಠࣗ31$

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  80. 1BSJUZͷѱ͍ͱ͜Ζ
    ෆ۩߹͕ଟ͍

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  81. ηΩϡϦςΟΛಥ͔Εͯ
    ࢿ࢈౪೉ ԯ

    View Slide


  82. ෆ۩߹͕ൃ֮ͯ͠
    ࢿ࢈߆ଋ ԯ

    View Slide

  83. 1BSJUZ 3VTU੡

    ‐ޓ׵ੑ͋Γ‑
    HFUI (P੡

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  84. ൿີ伴ϑΝΠϧͱ͔
    ͦͷ··࢖͑Δ

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  85. QZFUIBQQ 1ZUIPO੡
    

    ΋ଘࡏ͢Δ

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  86. ݱࡏ։ൃετοϓ
    ଎౓΍ϝϞϦ ෛՙରࡦ
    ͕ॏཁ
    ίϯύΠϧݴޠʹ܉഑্͕͕Δ
    DQQ౳

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  87. ͱ͍͏Θ͚Ͱ
    HFUIΠϯετʔϧํ๏

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  88. VCVOUVͷ৔߹
    TVEPBQUHFUJOTUBMMTPGUXBSFQSPQFSUJFTDPNNPO
    TVEPBEEBQUSFQPTJUPSZZQQBFUIFSFVNFUIFSFVN
    TVEPBQUHFUVQEBUF
    TVEPBQUHFUJOTUBMMFUIFSFVN
    ؆୯Ͱ͢Ͷ

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  89. ͱ͍͏Θ͚Ͱ
    HFUIىಈํ๏

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  90. HFUI

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  91. ͓͢͢ΊΦϓγϣϯ
    TZODNPEFGBTUૣ͘ͳΔ
    NBYQFFST͓༑ୡ͕૿͑ͯ҆ఆ
    DBDIFಈ࡞͕҆ఆ

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  92. ̐ɽXFCͱ͸

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  93. &UIFSFVNDMJFOUͷϥΠϒϥϦ

    View Slide

  94. ྺ࢙

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  95. ʲXFCKTʳ
    ೥։ൃ։࢝

    View Slide

  96. MBUFTUWFSCFUB
    ઈࢍ։ൃத ෆ҆ఆ

    View Slide

  97. ʲXFCQZʳ
    ೥։ൃ։࢝

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  98. MBUFTU͕ɹ҆ఆ
    QJQJOTUBMMXFC

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  99. ४උ
    GSPNXFCJNQPSU8FC )5511SPWJEFS 8FCTPLFU1SPWJEFS
    XFC8FC )5511SPWJEFS IUUQMPDBMIPTU


    PS
    XFC8FC 8FCTPDLFU1SPWJEFS XTMPDBMIPTU


    View Slide

  100. 1BSJUZ0,
    HFUI0,

    View Slide

  101. ΞυϨεൃߦ
    XFCQFSTPOBMOFX"DDPVOU [email protected]

    YEDEBEFCGCEBDEGBD

    View Slide

  102. ΞυϨεͬͯʁ
    ޱ࠲Έ͍ͨͳ΋ͷ
    ɾૹۚݩ
    ɾૹۚઌ

    View Slide

  103. &UIFSFVNͷ৔߹

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  104. Y͔Β࢝·Δਐ਺
    ϏοτίΠϯͷ৔߹͸ӳ਺ࣈ

    View Slide

  105. େจࣈখจࣈΛ۠ผ͠ͳ͍
    ϏοτίΠϯ͸͢Δ

    View Slide

  106. ิ଍৘ใ

    View Slide

  107. ࡞੒࣌ɺൿີ伴͕ੜ੒͞Ε·͢

    HFUIΠϯετʔϧαʔό
    [email protected]ҎԼ

    View Slide

  108. ౪·ΕͨΒΞ΢τ
    ݟΒΕͯ΋Ξ΢τ

    View Slide

  109. ύεϑϨʔζ͸๨Εͳ͍Α͏ʹ

    ͋ͱͰඞཁʹͳΓ·͢

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  110. ࢒ߴऔಘ
    XFCFUIHFU#BMBODF BEESFTT


    ͨͩ͠୯Ґ͸XFJ

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  111. FUIFS XFJ
    ͕ݸ

    View Slide

  112. ΧϨϯτϒϩοΫ൪߸औಘ
    XFCFUICMPDL/VNCFS

    ɾϝιουͰ͸ͳ͍ͷͰʰ
    ʱ͸͍Βͳ͍
    ɾ͍͍ͩͨϒϩοΫඵ
    ɾಉظ͕஗Ԇͨ͠Βߋ৽͞Εͳ͍

    View Slide

  113. ϒϩοΫ৘ใऔಘ
    [email protected]#MPDL

    [email protected]

    YGDGFBDBGEBEʜ
    [email protected]

    [email protected]

    )FY#ZUFT YBCFFFʜ

    )FY#ZUFT YGBʜ

    >

    View Slide

  114. ɾୈҾ਺ʹ5SVFΛࢦఆ͢Δͱ
    ɹτϥϯβΫγϣϯͷৄࡉ৘ใ΋
    ɹऔಘͰ͖Δ
    ɹɾτϥϯβΫγϣϯͷ޲͖
    ɹɾख਺ྉ

    View Slide

  115. τϥϯβΫγϣϯੜ੒
    ɹɹɾΞυϨεϩοΫղআ
    ɹɹɾτϥϯβΫγϣϯੜ੒

    View Slide

  116. ΞυϨεϩοΫղআ
    BEESFTTYEDEBEFCGCEBDEGBʜ
    XFCQFSTPOBMVOMPDL"DDPVOU BEESFTT [email protected]

    5SVF

    View Slide

  117. ɾ[email protected]ʹ͸ΞυϨεੜ੒࣌ʹ
    ɹࢦఆͨ͠จࣈྻΛར༻
    ɾୈҾ਺ʹϩοΫղআ࣌ؒΛ
    ɹඵ୯ҐࢦఆͰ͖Δ
    ɹɾࢦఆ͠ͳ͚Ε͹ඵ
    ɾൿີ伴Λอ͍࣋ͯ͠Δ
    ɹ&UIFSFVNDMJFOUʹ͔࣮͠ߦͰ͖ͳ͍

    View Slide

  118. τϥϯβΫγϣϯੜ੒
    QBSBNT\
    GSPNYEDEBEFCGCEBFʜ
    UPYBGDBGCBDBBʜ
    WBMVF
    HBT
    HBT1SJDF
    ^
    UNQXFCFUITFOE5SBOTBDUJPO QBSBNT

    UNQIFY

    YFFDFECDBBBʜ

    View Slide

  119. ɾGSPN͸ૹ৴ݩ
    ɹ ϩοΫΛղআͨ͠ΞυϨε

    ɾUP͸ૹ৴ઌ
    ɾWBMVFͷ୯Ґ͸XFJ

    View Slide

  120. HBTɺ͓ΑͼHBT1SJDF͸ະઃఆͰ΋େৎ෉
    ͨͩ͠໌ࣔతʹࢦఆͨ͠΄͏͕͍͍

    View Slide

  121. Ψεͱ͸
    ɾτϥϯβΫγϣϯൃੜख਺ྉ
    ɾϚΠφʔʹࢧ෷ΘΕΔ
    ɾ౰વଟ͍ํ͕༏ઌͯ͠ϒϩοΫʹऔΓࠐ·ΕΔ
    ɾ୯Ґ͸XFJ
    ɾGSPNʹࢦఆͨ͠ΞυϨε͔Β௃ऩ͞ΕΔ
    ɾͳͷͰWBMVF͸Ψε୅Λߟྀͯ͠ࢦఆ͢Δ͜ͱ

    View Slide

  122. Ψεܭࢉࣜ
    ɾΨε୅͸HBTHBT1SJDF
    ɹɾ࠷େWBMVFࢦఆྔ࢒ߴ HBTHBT1SJDF

    ɾ&UIFSFVNͷ৔߹ɺHBT͸ ݻఆ ͬΆ͍

    ɹɾޙड़͢ΔτʔΫϯ͸·ͨผ
    ɾHBT1SJDF͸ࠞࡶ͍ͯ͠ͳ͚Ε͹
    ɹେମ(XFJʙ(XFJ
    ɹɾ(XFJ XFJ ͕ݸ

    ɹɾ͔ͩΒFUIFSʙ

    View Slide

  123. ɾࠞࡶ࣌ɺʙ(XFJ͙Β͍ʹͳͬͨΓ͢Δ
    $SZQUP,JUUJFT
    &UIFSFVN൛ͨ·ͬͪ͝తͳ΋ͷ

    View Slide

  124. ద੾ͳHBT1SJDFऔಘํ๏

    View Slide

  125. ద੾ͳΨε୅औಘํ๏ͦͷ̍
    &5)(BT4UBUJPO IUUQTFUIHBTTUBUJPOJOGP

    View Slide

  126. "1*ɿIUUQTFUIHBTTUBUJPOJOGPKTPOFUIHBT"1*KTPO
    \
    CMPDL/VN
    GBTUFTU
    GBTU
    BWFSBHF
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    ^
    ɾ.XFJ୯ҐͰؼͬͯ͘Δ
    ɹɾ.XFJ XFJ ͕ݸ

    ɹɾ࠷଎Ͱૹ͚ۚͨ͠Ε͹HBT1SJDFʹ(XFJΛࢦఆ

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  127. ݱࡏɺ
    ͳΜ͔ෆ҆ఆ

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  128. ద੾ͳΨε୅औಘํ๏ͦͷ
    #-0$,$:1)&3 IUUQTXXXCMPDLDZQIFSDPN

    View Slide

  129. "1*ɿIUUQTBQJCMPDLDZQIFSDPNWFUINBJO
    \
    IFJHIU
    [email protected]@QSJDF
    [email protected]@QSJDF
    [email protected]@QSJDF
    ^
    ɾXFJ୯ҐͰؼͬͯ͘Δ
    ɹɾ࠷଎Ͱૹ͚ۚͨ͠Ε͹HBT1SJDFʹ
    ɹɹXFJΛࢦఆ

    View Slide

  130. Λ͓קΊ

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  131. τϥϯβΫγϣϯ֬ೝ
    [email protected]ʜ
    JOGPXFCFUIHFU5SBOTBDUJPO [email protected]

    JOGPIBTIIFY

    YGBGCCDEFGʜ
    JOGPCMPDL/VNCFS

    JOGPWBMVF

    ஫
    ϒϩοΫະऔࠐͷ৔߹ɺ/POF͕ؼͬͯ͘Δ

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  132. τϥϯβΫγϣϯϓʔϧ
    ʹ͍ͭͯ

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  133. τϥϯβΫγϣϯϓʔϧͱ͸
    ະঝೝͷτϥϯβΫγϣϯ৘ใ͕
    ϓʔϦϯά͞Ε͍ͯΔ৔ॴ

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  134. छྨ
    ϩʔΧϧτϥϯβΫγϣϯϓʔϧ
    ύϒϦοΫτϥϯβΫγϣϯϓʔϧ

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  135. ϩʔΧϧτϥϯβΫγϣϯϓʔϧ
    ɾ֤&UISFVNDMJFOU͝ͱʹଘࡏ
    ɾΨε͕దਖ਼Ͱ͋ͬͨ৔߹ɺ
    ɹύϒϦοΫτϥϯβΫγϣϯϓʔϧʹ
    ɹϓογϡ

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  136. ύϒϦοΫτϥϯβΫγϣϯϓʔϧ
    ɾ֤ωοτϫʔΫʹҰͭ
    ɾϚΠχϯάର৅

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  137. ̑ɽτʔΫϯͱ͸

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  138. طଘͷϒϩοΫνΣʔϯٕज़Λ
    ར༻ͯ͠ൃߦ͞Εͨ΋ͷ

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  139. ʲΧ΢ϯλʔύʔςΟʳ
    ϏοτίΠϯͷϒϩοΫνΣʔϯΛར༻
    1&1&$"4)౳
    ʲ&UIFSFVNτʔΫϯʳ
    &UIFSFVNͷϒϩοΫνΣʔϯΛར༻
    (PMFN౳

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  140. &UIFSFVNτʔΫϯ
    &3$ &UIFSFVN3FRVFTUGPS$PNNFOUT

    ٕज़࢓༷ͷఏҊ
    ن֨ͷ੍ఆ

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  141. ൪໨ʹఏҊ͞Εͨ&3$
    &3$

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  142. ɾ ͨͿΜ
    Ұ൪༗໊ͳ&3$
    ɾ$0.4"΋͜Ε
    ɾͦΕҎ֎΋͋Δ
    ɹɾ&3$
    ɹɾ&3$౳

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  143. &3$ఆٛ
    Լهϝιου͕࣮ߦͰ͖Δ
    UPUBM4VQQMZ

    CBMBODF0G

    BMMPXBODF

    USBOTBGFS

    BQQSPWF

    USBOTGFS'SPN

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  144. ن֨ΛܾΊΔϝϦοτ
    ɾݸਓؒͰτϨʔυͰ͖Δ
    ɾ΢ΥϨοτ͕͙͢ར༻Ͱ͖Δ
    ˣ
    ࢖͍΍ͯ͘͢
    ྲྀ௨ྔ͕૿͑Δ

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  145. دΓಓ
    ࠓ͔ΒOPEFͱTPMJEJUZͷ࿩Λ
    ͪΐͬͱ͚ͩ

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  146. &3$ͷൃߦ
    USV⒐F͕͓͢͢Ί

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  147. OQNJOTUBMMUSV⒐F
    OQNJOTUBMM[FQQFMJOTPMJEJUZ
    USV⒐FJOJU

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  148. QSBHNBTPMJEJUZ?
    JNQPSU[FQQFMJOTPMJEJUZDPOUSBDUTUPLFO&3$4UBOEBSE5PLFOTPM
    DPOUSBDU5PLFOJT4UBOEBSE5PLFO\
    TUSJOHQVCMJDOBNF5PLFO
    TUSJOHQVCMJDTZNCPM5,/
    VJOUQVCMJDEFDJNBMT
    GVODUJPO5PLFO VJOUJOJUJBM4VQQMZ
    QVCMJD\
    [email protected]
    CBMBODFT

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  149. ४උ
    "#*ಡࠐ
    [email protected] JOQVUTʜ
    BCJKTPOMPBET [email protected]

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  150. "#*ͱ͸
    ɾτʔΫϯ͕࣮ߦͰ͖Δؔ਺ఆٛ
    ɾؔ਺ͷ໊લ΍Ҿ਺͕هड़
    ɾಉ͡ن֨ͷτʔΫϯͳΒ͹ࣅ͍ͯΔ
    ɾUSV⒐F΋ίϯύΠϧ࣌ʹੜ੒

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  151. View Slide

  152. ίϯτϥΫτੜ੒
    [email protected]
    BCJBCJ
    [email protected]@BEESFTT


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  153. ίϯτϥΫτΞυϨε
    ɾ௨ৗͷΞυϨεЋͷػೳ
    ɾ௨՟Λอ࣋ͨ͠Γͱ͔΋ҰԠͰ͖Δ
    ɹɾ͋·Γ΍Βͳ͍͚Ͳ
    ɾࠓճͷ৔߹͸τʔΫϯൃߦ࣌ʹ
    ɹ࡞੒͞ΕͨΞυϨε

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  154. View Slide

  155. ࢒ߴऔಘ
    [email protected]
    CBMBODF0G BEESFTT


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  156. ɾඞͣ੔਺Ͱؼͬͯ͘Δ
    ɾਖ਼֬ͳ࢒ߴΛऔಘ͢ΔͨΊʹ͸
    ɹτʔΫϯࣗମͷখ਺఺ܻ਺Λ
    ɹߟྀ͠ͳ͚Ε͹ͳΒͳ͍
    ɾখ਺఺ܻ਺͸τʔΫϯൃߦ࣌ʹܾఆ

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  157. QSBHNBTPMJEJUZ?
    JNQPSU[FQQFMJOTPMJEJUZDPOUSBDUTUPLFO&3$4UBOEBSE5PLFOTPM
    DPOUSBDU5PLFOJT4UBOEBSE5PLFO\
    TUSJOHQVCMJDOBNF5PLFO
    TUSJOHQVCMJDTZNCPM5,/
    VJOUQVCMJDEFDJNBMT‏ɹ͜͜
    GVODUJPO5PLFO VJOUJOJUJBM4VQQMZ
    QVCMJD\
    [email protected]
    CBMBODFT

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  158. ɾCBMBODF0Gͷ݁Ռ͕ɺ
    ɹτʔΫϯͷখ਺఺ܻ਺͕ͷ৔߹ɺ
    ɹਖ਼֬ͳ࢒ߴ͸
    ɹ
    ɹͱͳΔ

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  159. খ਺఺ܻ਺औಘํ๏
    [email protected]
    EFDJNBMT


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  160. τʔΫϯͷτϥϯβΫγϣϯ৘ใऔಘ
    QBSBNT\GSPN#MPDL UP#MPDLMBUFTU^
    [email protected]'JMUFS QBSBNT

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  161. [email protected]@FOUSJFT

    τϥϯβΫγϣϯϋογϡ
    QSJOU FWFOUUSBOTBDUJPO)BTIIFY


    YBCDCʜʜʜʜʜʜ
    ϒϩοΫ൪߸
    QSJOU FWFOUCMPDL/VNCFS


    ૹ৴ݩΞυϨε
    QSJOU [email protected]

    YBDEGXʜʜʜʜʜʜ
    ૹ৴ઌΞυϨε
    QSJOU [email protected]

    YBCEXʜʜʜʜʜʜ


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  162. ൣғ͕޿͗͢Δͱ
    ΤϥʔʹͳΔͷͰ஫ҙ

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  163. ɾ&UIFSFVNຊମͱҧͬͯϒϩοΫ৘ใΛղੳ͢Δඞཁ͸ͳ͍
    ɾτʔΫϯ͝ͱʹτϥϯβΫγϣϯ৘ใ͕औಘͰ͖Δ
    ɾQBTU&WFOUT͸XFCQZWFSͰఫഇ༧ఆ
    ɹͳͷͰܯࠂϩά͕Ұഋग़·͢ɻɻɻ

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  164. τϥϯβΫγϣϯੜ੒
    QBSBNT\
    GSPNYEDEBEFCGCEBFʜ
    HBT
    HBT1SJDF
    ^
    [email protected] QBSBNT
    USBOTGFS [email protected] BNPVOU

    UNQIFY

    YFFDFECDBBBʜ

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  165. τʔΫϯͷΨεʹ͍ͭͯ
    ɹɾ֓Ͷ&UIFSFVNͷ࣌ͱҰॹ
    ɹɾͨͩ͠HBT͸ XFJݻఆͰ͸ͳ͍

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  166. τʔΫϯͷΨεʹ͍ͭͯ
    ɹɾࠞࡶ͍ͯ͠ͳ͍ঢ়ଶͰ XFJʙ XFJ
    ɹɾࠞࡶத͸ XFJʙ

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  167. ʲղܾࡦʳ
    ɹτϥϯβΫγϣϯൃੜ࣌ɺ
    ɹHBTΛ Ґʹઃఆ͢Δ

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  168. ɹɾHBT͸దྔ͔͠࢖ΘΕͳ͍
    ɹɹɾ ࢦఆͯ͠΋ࠞࡶ͍ͯ͠ͳ͚Ε͹
    ɹɹɹ ΄ͲʹͱͲ·Γɺฦ٫͞ΕΔ
    ɹɾHBT1SJDF͸ࢦఆ͞Εͨ෼͚ͩ࢖༻͞ΕΔ
    ɹɹɾ෇༩͗͢͠஫ҙ

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  169. ྑ͍&UIFSFVNϥΠϑΛ

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  170. ࣭ٙԠ౴

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