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pycon mini osaka 発表資料：ethereum

英 谷口
May 18, 2018
1
800

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৽

  2. ࣗݾ঺հ

  3. ୩ޱӳ 1Z$PONJOJ0TBLB࠲௕
 ςοΫϏϡʔϩגࣜձࣾΤϯδχΞ

  4. None
  5. None
  6. None

  7. IUUQNJKJOJPNJKJOCBBT

  8. ʙେࡕ ʙ౦ژ

  9. None
  10. None
  11. None
  12. None
  13. None

  14. 1ZUIPOͰ&UIFSFVNͷ ϒϩοΫνΣʔϯʹ ΞΫηε͢Δํ๏

  15. ૝ఆର৅

  16. ϒϩοΫνΣʔϯ ͬͯฉ͍ͨ͜ͱ͋Δ

  17. Ծ૝௨՟ ͬͯڈ೥͙Β͍ ྲྀߦͬͯͨΑͶ

  18. 1ZUIPO ͳΜͱͳ͔͚͘Δ

  19. ͳͷͰॳ৺ऀ޲͚

  20. ൃද֓ཁ

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

  22. ஫ҙ 1ZUIPOͷ࿩ׂ ͦΕҎ֎ͷ࿩ׂ

  23. ̍ɽϒϩοΫνΣʔϯͱ͸

  24. σʔλͷཤྺ͔ͨ·Γ ϒϩοΫ ͕ ࿈ଓͨ͠ νΣʔϯ ΋ͷ

  25. %JDUͷ-JTU

  26. < \ CMPDL@OVNCFS  CMPDL@IBTIKBTEGPXFTBJSKXBPJBXVSQBBXF  lUSBOTBDUJPOTz< \GSPNYE UPYPJFXFI BNPVOU^

     \GSPNYJXFI UPYJFMLEI BNPVOU^ > ^  \ CMPDL@OVNCFS  CMPDL@IBTIMGEPBETOLHBTEKBFSKTSFGTKTPJT  USBOTBDUJPOT< \GSPNYMEGKEJ UPYTEKTGV BNPVOU^  \GSPNYPEGKXV UPYKFV BNPVOU^ > ^  >

  27. ͜ΕͷԿ͕৽͍͠ͷ͔

  28. ʲ෼ࢄܕʳ 11

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

  30. σʔλ͕վ͟Μ͞ΕΔͱ

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

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

  33. ෼ࢄܕͷྫ %# %# %# %# %# %# %# %#

  34. σʔλ͕վ͟Μ͞ΕΔͱ

  35. ෼ࢄܕͷྫ %# %# %# %# %# %# %# %#

  36. ෼ࢄܕͷྫ %# %# %# %# %# %# %# %#

  37. ෼ࢄܕͷྫ %# %# %# %# %# %# %# %#

  38. ૬ޓ؂ࢹʹΑΔ ෆਖ਼σʔλͷमਖ਼

  39. ແఢͱ͍͏Θ͚Ͱ͸ͳ͍

  40. ෼ࢄܕͷྫ %# %# %# %# %# %# %# %#

  41. ෼ࢄܕͷྫ %# %# %# %# %# %# %# %#

  42. ߈ܸ ίετΊͬͪΌߴ

  43. վ͟Μ͕ ࣮࣭ ෆՄೳ

  44. ͱࢥ͍ͬͯͨ࣌ظ͕ ࢲʹ΋͋Γ·ͨ͠

  45.  #MPDL8JUIIPMEJOH"UUBDL

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

  48. ̎ɽ&UIFSFVNͱ͸

  49. Ծ૝௨՟ͷҰͭ

  50. ϏοτίΠϯ ˣ σδλϧΰʔϧυ

  51. ໨తɿૹۚɾܾࡁFUD

  52. &UIFSFVN ˣ ϓϥοτϑΥʔϜ

  53. ɾ෼ࢄܕΞϓϦέʔγϣϯ ɾεϚʔτίϯτϥΫτ

  54. ɾϒϩοΫνΣʔϯΛར༻

  55. ɾύϒϦοΫϒϩοΫνΣʔϯ

  56. ίϯτϥΫτ ΠϕϯτΛ͖͔͚ͬͱ࣮ͯ͠ߦ͞ΕΔܖ໿  Λߦ͏ͨΊͷ೩ྉ

  57. &UIFSFVNͷத਎Λ ݟͯΈ͍ͨ

  58. &UIFSTDBO IUUQTFUIFSTDBOJP

  59. &UIFSTDBOͱ͸ ɾ&UIFSFVNͷΤΫεϓϩʔϥ

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

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

  62. ͪΐͬͱ঺հ IUUQTFUIFSTDBOJP

  63. ɽ&UIFSFVNDMJFOUͱ͸

  64. &UIFSFVNωοτϫʔΫʹ ࢀՃ͢ΔͨΊͷΫϥΠΞϯτιϑτ

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

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

  67. IUUQ T PSXT T

  68. IUUQ͸͓खܰ XT͸ෛՙ͕͍ܰ

  69. ͜ΕΛ४උ͠ͳ͚Ε͹ ࢝·Βͳ͍

  70. &UIFSFVNͰ͸ʁ

  71. ݱࡏڧ

  72. 1BSJUZ 3VTU੡  WT HFUI (P੡

  73. ਪ͠&UIFSFVNDMJFOU ‑ HFUI (P

  74. ϒϩοΫಉظͷ଎͞ লϝϞϦʹΑΔ҆ఆੑ HFUI (P

  75. ྺ࢙

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

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

  78. HFUIWFS͔Βຊؾ ϒϩοΫσʔλ׬શಉظ࣌ؒ লϝϞϦʹΑΔ҆ఆԽ ϒϩοΫσʔλ͸૬มΘΒͣͰ͔͍

  79. 1BSJUZͷྑ͍ͱ͜Ζ XFCϕʔε6* ಠࣗ31$

  80. 1BSJUZͷѱ͍ͱ͜Ζ ෆ۩߹͕ଟ͍

  81.  ηΩϡϦςΟΛಥ͔Εͯ ࢿ࢈౪೉ ԯ

  82.  ෆ۩߹͕ൃ֮ͯ͠ ࢿ࢈߆ଋ ԯ

  83. 1BSJUZ 3VTU੡  ‐ޓ׵ੑ͋Γ‑ HFUI (P੡

  84. ൿີ伴ϑΝΠϧͱ͔ ͦͷ··࢖͑Δ

  85. QZFUIBQQ 1ZUIPO੡ 
 ΋ଘࡏ͢Δ

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

  87. ͱ͍͏Θ͚Ͱ HFUIΠϯετʔϧํ๏

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

  89. ͱ͍͏Θ͚Ͱ HFUIىಈํ๏

  90. HFUI

  91. ͓͢͢ΊΦϓγϣϯ TZODNPEFGBTUૣ͘ͳΔ NBYQFFST͓༑ୡ͕૿͑ͯ҆ఆ DBDIFಈ࡞͕҆ఆ

  92. ̐ɽXFCͱ͸

  93. &UIFSFVNDMJFOUͷϥΠϒϥϦ

  94. ྺ࢙

  95. ʲXFCKTʳ ೥։ൃ։࢝

  96. MBUFTUWFSCFUB ઈࢍ։ൃத ෆ҆ఆ

  97. ʲXFCQZʳ ೥։ൃ։࢝

  98. MBUFTU͕ɹ҆ఆ QJQJOTUBMMXFC

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

    8FCTPDLFU1SPWJEFS XTMPDBMIPTU

  100. 1BSJUZ0, HFUI0,

  101. ΞυϨεൃߦ XFCQFSTPOBMOFX"DDPVOU QBTT@QISBTF  YEDEBEFCGCEBDEGBD

  102. ΞυϨεͬͯʁ ޱ࠲Έ͍ͨͳ΋ͷ ɾૹۚݩ ɾૹۚઌ

  103. &UIFSFVNͷ৔߹

  104. Y͔Β࢝·Δਐ਺ ϏοτίΠϯͷ৔߹͸ӳ਺ࣈ

  105. େจࣈখจࣈΛ۠ผ͠ͳ͍ ϏοτίΠϯ͸͢Δ

  106. ิ଍৘ใ

  107. ࡞੒࣌ɺൿີ伴͕ੜ੒͞Ε·͢ <৔ॴ> HFUIΠϯετʔϧαʔό XPSL@EJSLFZTUPSFҎԼ

  108. ౪·ΕͨΒΞ΢τ ݟΒΕͯ΋Ξ΢τ

  109. ύεϑϨʔζ͸๨Εͳ͍Α͏ʹ
 ͋ͱͰඞཁʹͳΓ·͢

  110. ࢒ߴऔಘ XFCFUIHFU#BMBODF BEESFTT   ͨͩ͠୯Ґ͸XFJ

  111. FUIFS      XFJ ͕ݸ

  112. ΧϨϯτϒϩοΫ൪߸औಘ XFCFUICMPDL/VNCFS  ɾϝιουͰ͸ͳ͍ͷͰʰ ʱ͸͍Βͳ͍ ɾ͍͍ͩͨϒϩοΫඵ ɾಉظ͕஗Ԇͨ͠Βߋ৽͞Εͳ͍

  113. ϒϩοΫ৘ใऔಘ CMPDL@JOGPXFCFUIHFU#MPDL   CMPDL@JOGPIBTIIFY  YGDGFBDBGEBEʜ CMPDL@JOGPOVNCFS  CMPDL@JOGPUSBOTBDUJPOT

    < )FY#ZUFT YBCFFFʜ  )FY#ZUFT YGBʜ  >

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

  115. τϥϯβΫγϣϯੜ੒ ɹɹɾΞυϨεϩοΫղআ ɹɹɾτϥϯβΫγϣϯੜ੒

  116. ΞυϨεϩοΫղআ BEESFTTYEDEBEFCGCEBDEGBʜ XFCQFSTPOBMVOMPDL"DDPVOU BEESFTT QBTT@QISBTF  5SVF

  117. ɾQBTT@QISBTFʹ͸ΞυϨεੜ੒࣌ʹ ɹࢦఆͨ͠จࣈྻΛར༻ ɾୈҾ਺ʹϩοΫղআ࣌ؒΛ ɹඵ୯ҐࢦఆͰ͖Δ ɹɾࢦఆ͠ͳ͚Ε͹ඵ ɾൿີ伴Λอ͍࣋ͯ͠Δ ɹ&UIFSFVNDMJFOUʹ͔࣮͠ߦͰ͖ͳ͍

  118. τϥϯβΫγϣϯੜ੒ QBSBNT\ GSPNYEDEBEFCGCEBFʜ  UPYBGDBGCBDBBʜ  WBMVF  HBT 

    HBT1SJDF ^ UNQXFCFUITFOE5SBOTBDUJPO QBSBNT  UNQIFY  YFFDFECDBBBʜ

  119. ɾGSPN͸ૹ৴ݩ ɹ ϩοΫΛղআͨ͠ΞυϨε  ɾUP͸ૹ৴ઌ ɾWBMVFͷ୯Ґ͸XFJ

  120. HBTɺ͓ΑͼHBT1SJDF͸ະઃఆͰ΋େৎ෉ ͨͩ͠໌ࣔతʹࢦఆͨ͠΄͏͕͍͍

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

  122. Ψεܭࢉࣜ ɾΨε୅͸HBT HBT1SJDF ɹɾ࠷େWBMVFࢦఆྔ࢒ߴ HBT HBT1SJDF  ɾ&UIFSFVNͷ৔߹ɺHBT͸ ݻఆ ͬΆ͍

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

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

  124. ద੾ͳHBT1SJDFऔಘํ๏

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

  126. "1*ɿIUUQTFUIHBTTUBUJPOJOGPKTPOFUIHBT"1*KTPO \  CMPDL/VN   GBTUFTU   GBTU

      BWFSBHF   TBGF-PX  ^ ɾ.XFJ୯ҐͰؼͬͯ͘Δ ɹɾ.XFJ  XFJ ͕ݸ  ɹɾ࠷଎Ͱૹ͚ۚͨ͠Ε͹HBT1SJDFʹ(XFJΛࢦఆ

  127. ݱࡏɺ ͳΜ͔ෆ҆ఆ

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

  129. "1*ɿIUUQTBQJCMPDLDZQIFSDPNWFUINBJO \ IFJHIU  IJHI@HBT@QSJDF  NFEJVN@HBT@QSJDF  MPX@HBT@QSJDF 

    ^ ɾXFJ୯ҐͰؼͬͯ͘Δ ɹɾ࠷଎Ͱૹ͚ۚͨ͠Ε͹HBT1SJDFʹ ɹɹXFJΛࢦఆ

  130. Λ͓קΊ

  131. τϥϯβΫγϣϯ֬ೝ USBOTBDUJPO@IBTIYFFDʜ JOGPXFCFUIHFU5SBOTBDUJPO USBOTBDUJPO@IBTI  JOGPIBTIIFY  YGBGCCDEFGʜ JOGPCMPDL/VNCFS 

    JOGPWBMVF  ஫ ϒϩοΫະऔࠐͷ৔߹ɺ/POF͕ؼͬͯ͘Δ

  132. τϥϯβΫγϣϯϓʔϧ ʹ͍ͭͯ

  133. τϥϯβΫγϣϯϓʔϧͱ͸ ະঝೝͷτϥϯβΫγϣϯ৘ใ͕ ϓʔϦϯά͞Ε͍ͯΔ৔ॴ

  134. छྨ ϩʔΧϧτϥϯβΫγϣϯϓʔϧ ύϒϦοΫτϥϯβΫγϣϯϓʔϧ

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

  136. ύϒϦοΫτϥϯβΫγϣϯϓʔϧ ɾ֤ωοτϫʔΫʹҰͭ ɾϚΠχϯάର৅

  137. ̑ɽτʔΫϯͱ͸

  138. طଘͷϒϩοΫνΣʔϯٕज़Λ ར༻ͯ͠ൃߦ͞Εͨ΋ͷ

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

  140. &UIFSFVNτʔΫϯ &3$ &UIFSFVN3FRVFTUGPS$PNNFOUT  ٕज़࢓༷ͷఏҊ ن֨ͷ੍ఆ

  141. ൪໨ʹఏҊ͞Εͨ&3$ &3$

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

  143. &3$ఆٛ Լهϝιου͕࣮ߦͰ͖Δ UPUBM4VQQMZ  CBMBODF0G  BMMPXBODF  USBOTBGFS 

    BQQSPWF  USBOTGFS'SPN

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

  145. دΓಓ ࠓ͔ΒOPEFͱTPMJEJUZͷ࿩Λ ͪΐͬͱ͚ͩ

  146. &3$ͷൃߦ USV⒐F͕͓͢͢Ί

  147. OQNJOTUBMMUSV⒐F OQNJOTUBMM[FQQFMJOTPMJEJUZ USV⒐FJOJU

  148. QSBHNBTPMJEJUZ? JNQPSU[FQQFMJOTPMJEJUZDPOUSBDUTUPLFO&3$4UBOEBSE5PLFOTPM DPOUSBDU5PLFOJT4UBOEBSE5PLFO\ TUSJOHQVCMJDOBNF5PLFO TUSJOHQVCMJDTZNCPM5,/ VJOUQVCMJDEFDJNBMT GVODUJPO5PLFO VJOUJOJUJBM4VQQMZ QVCMJD\ UPUBM4VQQMZ@JOJUJBM4VQQMZ

    CBMBODFT<NTHTFOEFS>JOJUJBM4VQQMZ ^ ^ ͋ͱίϯύΠϧͱσϓϩΠͰ0,ɻدΓಓऴΘΓɻ

  149. ४උ "#*ಡࠐ BCJ@TUS<\DPOTUBOUUSVF JOQVUTʜ BCJKTPOMPBET BCJ@TUS

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

  151. None

  152. ίϯτϥΫτੜ੒ UPLFO@DPOUSBDUXFCFUIDPOUSBDU  BCJBCJ  BEESFTTUPLFO@DPOUSBDU@BEESFTT 

  153. ίϯτϥΫτΞυϨε ɾ௨ৗͷΞυϨε Ћͷػೳ ɾ௨՟Λอ࣋ͨ͠Γͱ͔΋ҰԠͰ͖Δ ɹɾ͋·Γ΍Βͳ͍͚Ͳ ɾࠓճͷ৔߹͸τʔΫϯൃߦ࣌ʹ ɹ࡞੒͞ΕͨΞυϨε

  154. None

  155. ࢒ߴऔಘ UPLFO@DPOUSBDUDBMM CBMBODF0G BEESFTT  

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

  157. QSBHNBTPMJEJUZ? JNQPSU[FQQFMJOTPMJEJUZDPOUSBDUTUPLFO&3$4UBOEBSE5PLFOTPM DPOUSBDU5PLFOJT4UBOEBSE5PLFO\ TUSJOHQVCMJDOBNF5PLFO TUSJOHQVCMJDTZNCPM5,/ VJOUQVCMJDEFDJNBMT‏ɹ͜͜ GVODUJPO5PLFO VJOUJOJUJBM4VQQMZ QVCMJD\ UPUBM4VQQMZ@JOJUJBM4VQQMZ

    CBMBODFT<NTHTFOEFS>JOJUJBM4VQQMZ ^ ^

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

  159. খ਺఺ܻ਺औಘํ๏ UPLFO@DPOUSBDUDBMM EFDJNBMT  

  160. τʔΫϯͷτϥϯβΫγϣϯ৘ใऔಘ QBSBNT\GSPN#MPDL UP#MPDLMBUFTU^ FWFOUTUPLFO@DPOUSBDUFWFOUTDSFBUF'JMUFS QBSBNT

  161. GPSFWFOUJOFWFOUTHFU@BMM@FOUSJFT  τϥϯβΫγϣϯϋογϡ QSJOU FWFOUUSBOTBDUJPO)BTIIFY  YBCDCʜʜʜʜʜʜ ϒϩοΫ൪߸ QSJOU FWFOUCMPDL/VNCFS

      ૹ৴ݩΞυϨε QSJOU FWFOUBSHT@GSPN  YBDEGXʜʜʜʜʜʜ ૹ৴ઌΞυϨε QSJOU FWFOUBSHT@UP  YBCEXʜʜʜʜʜʜ 

  162. ൣғ͕޿͗͢Δͱ ΤϥʔʹͳΔͷͰ஫ҙ

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

  164. τϥϯβΫγϣϯੜ੒ QBSBNT\ GSPNYEDEBEFCGCEBFʜ  HBT  HBT1SJDF ^ UNQUPLFO@DPOUSBDUUSBOTBDU QBSBNT

    USBOTGFS UP@BEESFTT BNPVOU  UNQIFY  YFFDFECDBBBʜ

  165. τʔΫϯͷΨεʹ͍ͭͯ ɹɾ֓Ͷ&UIFSFVNͷ࣌ͱҰॹ ɹɾͨͩ͠HBT͸ XFJݻఆͰ͸ͳ͍

  166. τʔΫϯͷΨεʹ͍ͭͯ ɹɾࠞࡶ͍ͯ͠ͳ͍ঢ়ଶͰ XFJʙ XFJ ɹɾࠞࡶத͸ XFJʙ

  167. ʲղܾࡦʳ ɹτϥϯβΫγϣϯൃੜ࣌ɺ ɹHBTΛ Ґʹઃఆ͢Δ

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

  169. ྑ͍&UIFSFVNϥΠϑΛ

  170. ࣭ٙԠ౴