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ScalaのAkkaに見るおすすめポイント

Avatar for nishikawasasaki nishikawasasaki
October 04, 2020
Programming
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 ScalaのAkkaに見るおすすめポイント

2020/10/04
J Lang Fest Kansai Online #1

Avatar for nishikawasasaki

nishikawasasaki

October 04, 2020

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Transcript

  1. +-BOH'FTU,BOTBJ0OMJOF 4DBMBͷ"LLBʹݟΔ ͓͢͢ΊϙΠϯτ   ʹ͔͠Θ͖͞͞ !OJTIJLBXBTBTBLJ

  2. +-BOH'FTU,BOTBJ0OMJOF ࣗݾ঺հ ʹ͔͠Θ͖͞͞ • +BWB4DBMB+BWB4DSJQUʜ Πϯϑϥ؅ཧ"84෼ࢄ,74ʜ • ݕࡧΤϯδϯσʔλ෼ੳʜ • ࣄۀ੹೚ऀɾϚωʔδϟʔ

    εΫϥϜϚελʔʢ$4.ʣ   !OJTIJLBXBTBTBLJ

  3.  $MPKVSFͷ޷͖ͳͱ͜Ζ • $MPKVSF • $MPKVSF4DSJQU • 3FBHFOU 3FBDU

  4. +-BOH'FTU,BOTBJ0OMJOF ࠓ೔͓࿩͢Δ͜ͱɾ͠ͳ͍͜ͱ ʲ͢Δ͜ͱʳ • ࣄྫΛ΋ͱʹͨ͠"LLBͷ࢖͍Ͳ͜Ζ • "DUPS΍)551ɺ4USFBNTΛ࢖͏͜ͱʹΑΔԸܙ ʲ͠ͳ͍͜ͱ • 4DBMBɾ"LLBͷ͸͡Ί͔ͨ

    • 4DBMBɾ"LLBͷॻ͖ํ   ͢Δ͜ͱ ͠ͳ͍͜ͱ

  5. +-BOH'FTU,BOTBJ0OMJOF ࣄྫ &$αΠτͰ঎඼Λ୳͢ʮݕࡧ"1*ʯ  )551ͰϦΫΤετΛ͏͚͚ͭΔ  ݕࡧ৚݅Λ͏͚ͱΔ  ݕࡧ৚݅ʹϚον͢Δ঎඼৘ใΛ͕͢͞ 

    ݕࡧ݁Ռͱͯ͠঎඼৘ใΛ·ͱΊΔ  Ϩεϙϯε͢Δ   ˎ໰୊ΛۃখԽͯ͠આ໌͢ΔͨΊʹ ɹͨͩͷ%#ࢀর"1*Ϩϕϧʹ୺ં͍ͬͯ·͢ɻ ɹ࣮ࡍʹ͸σʔλͷߋ৽΍৑௕Խɺ ɹศརػೳͷͨΊͷॲཧ௥ՃͳͲॾʑൃੜ͠·͢ɻ

  6. +-BOH'FTU,BOTBJ0OMJOF ࣄྫʢ؆қਤʣ   ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ݕࡧ৚݅ ݕࡧ݁Ռ ݕࡧΫΤϦ

    ݁Ռ  ϦΫΤετΛ͏͚͚ͭΔ  ݕࡧ৚݅Λ͏͚ͱΔ  ݕࡧ৚݅ʹ Ϛον͢Δ঎඼৘ใΛ ͕͢͞  ݕࡧ݁Ռͱͯ͠঎඼৘ใΛ ·ͱΊΔ  Ϩεϙϯε͢Δ ɹɾ୯७ͳঢ়ଶ ɹɾշదʹಈ࡞

  7. +-BOH'FTU,BOTBJ0OMJOF ՝୊   ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ݕࡧ৚݅ ݕࡧ݁Ռ ݕࡧΫΤϦ

    ݁Ռ  ϦΫΤετΛ͏͚͚ͭΔ  ݕࡧ৚݅Λ͏͚ͱΔ  ݕࡧ৚݅ʹ Ϛον͢Δ঎඼৘ใΛ ͕͢͞  ݕࡧ݁Ռͱͯ͠঎඼৘ใΛ ·ͱΊΔ  Ϩεϙϯε͢Δ ɹɾϦΫΤετଆେ෯૿Ճ ɹɾ"1*ͷॲཧ͕͖ͭ͘ͳΔ ɹɾ஗͍ݕࡧ͕͋Δͱ٧·Δ ɹɾͲ͏΍ͬͯରԠ͢Δ͔ʁ

  8. +-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋ   ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ݕࡧ৚݅ ݕࡧ݁Ռ ݕࡧΫΤϦ

    ݁Ռ ϩʔυόϥϯαʔ ɹɾϩʔυόϥϯγϯά͢Δ ɹɹʢΠϯϑϥͰෛՙ෼ࢄ͢Δʣ

  9. +-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝୊   ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ݕࡧ৚݅ ݕࡧ݁Ռ ݕࡧΫΤϦ

    ݁Ռ ϩʔυόϥϯαʔ ॏෳ ॏෳ ɹɾϩʔυόϥϯγϯά͢Δ ɹɹʢΠϯϑϥͰෛՙ෼ࢄ͢Δʣ ɹˠॲཧશମ͕ॏෳ͢Δඇޮ཰͞ ɹˠϦϦʔεɾো֐ൣғΛ ɹɹ࠷খԽ͍ͨ͠

  10. +-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝୊ˠݕ౼   ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ݕࡧ৚݅ ݕࡧ݁Ռ ݕࡧΫΤϦ

    ݁Ռ  ϦΫΤετΛ͏͚͚ͭΔ  ݕࡧ৚݅Λ͏͚ͱΔ  ݕࡧ৚݅ʹ Ϛον͢Δ঎඼৘ใΛ ͕͢͞  ݕࡧ݁Ռͱͯ͠঎඼৘ใΛ ·ͱΊΔ  Ϩεϙϯε͢Δ ɹɾߴෛՙͳͷ͸Ұ෦͚ͩ

  11. +-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝୊ˠݕ౼Ҋ   ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ݕࡧ৚݅ ݕࡧ݁Ռ ݕࡧΫΤϦ

    ݁Ռ  ϦΫΤετΛ͏͚͚ͭΔ  ݕࡧ৚݅Λ͏͚ͱΔ  ݕࡧ৚݅ʹ Ϛον͢Δ঎඼৘ใΛ ͕͢͞  ݕࡧ݁Ռͱͯ͠঎඼৘ใΛ ·ͱΊΔ  Ϩεϙϯε͢Δ ɹɾߴෛՙͳͷ͸Ұ෦͚ͩ ˠ͚ͩ͜͜੾Γग़ͤͳ͍͔

  12. ͔͋ͬ͋ͨ͘ʔʢ͍ͨ΀Ͳ͋ͨ͘ʔʣ ͻΒ͕ͳͩͱ͔Θ͍͍͔Μ͡ 

  13. "LLB"DUPSTʢ"LLB5ZQFEʣʹΑΔ ՝୊ղܾ ͖ΐ͏ͷຊ୊ 

  14. • 4DBMBʹΞΫλʔϓϩάϥϛϯάΛఏڙʢ֦ுʣ͢Δ • "LLBͷࠜװ +-BOH'FTU,BOTBJ0OMJOF "LLB"DUPSTʢ"LLB5ZQFEʣ   "LLB1MBUGPSNCZ-JHIUCFOE]!MJHIUCFOE IUUQTXXXMJHIUCFOEDPNBLLBQMBUGPSN

  15. ΞΫλʔϞσϧ • ϝοηʔδΛૹ৴͢Δ͜ͱͰ ΞΫλʔؒͰ௨৴͋͠͏ • ϝοηʔδΛड͚औΔͱ ܾ·ͬͨʢ࣮૷͞Εͨʣ ॲཧΛ͓͜ͳ͏ • ϝοηʔδΛड͚औΔͨΊͷ

    ϝοηʔδϘοΫεʢΩϡʔʣΛ ͍࣋ͬͯΔ  *OUSPEVDUJPOUP"DUPSTw"LLB%PDVNFOUBUJPO IUUQTEPDBLLBJPEPDTBLLBDVSSFOUUZQFEBDUPSTIUNMBLLBBDUPST +-BOH'FTU,BOTBJ0OMJOF 

  16. +-BOH'FTU,BOTBJ0OMJOF ΞΫλʔԽ   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ৚݅ʹϚον͢Δ ঎඼৘ใΛ୳͢ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ɹɾ"LLB"DUPSTΛ࢖͏ ɹɾॲཧΛʮΞΫλʔʯʹ ɹɹ෼ղ͢Δ "DUPS "DUPS "DUPS "DUPS

  17. +-BOH'FTU,BOTBJ0OMJOF ϧʔςΟϯά   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ϧ ồ λ ồ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ "DUPS "DUPS "DUPS ɹɾಉ͡໾ׂͷΞΫλʔΛ ɹɹෳ਺ͨ͹ͶͯϧʔςΟϯά ɹˠॲཧ͕஗͍ݕࡧ͕͋ͬͯ΋ ɹɹશମ΁ͷӨڹগͳ͍

  18. +-BOH'FTU,BOTBJ0OMJOF ϧʔςΟϯά   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ϧ ồ λ ồ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ "DUPS "DUPS "DUPS ɹɾಉ͡໾ׂͷΞΫλʔΛ ɹɹෳ਺ͨ͹ͶͯϧʔςΟϯά ɹˠॲཧ͕஗͍ݕࡧ͕͋ͬͯ΋ ɹɹશମ΁ͷӨڹগͳ͍ ɹɾϧʔςΟϯάͷ࢓ํ͸ ɹɹઃఆɾ࣮૷Մೳ

  19. +-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝୊ˠݕ౼Ҋˠ݁Ռ   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ϧ ồ λ ồ ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ ɹʢͻͱ·ͣʣ׬੒ "DUPS "DUPS "DUPS

  20. +-BOH'FTU,BOTBJ0OMJOF ෼ղʹΑΔϝϦοτ   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ϧ ồ λ ồ ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ ɹ෼ղʹΑΔϝϦοτ ɹɾॲཧΛখ͘͞ݟ௨͠΍͘͢ ɹɾςετ͠΍͘͢ ɹɾյΕͨͱ͖ͷൣғݶఆ "DUPS "DUPS "DUPS

  21. +-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝୊ˠݕ౼Ҋˠ݁Ռˠʁ   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ϧ ồ λ ồ ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ ɹʢͻͱ·ͣʣ׬੒ʜʜʁ "DUPS "DUPS "DUPS

  22. +-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝୊ˠݕ౼Ҋˠ݁Ռˠ՝୊   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ϧ ồ λ ồ ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ ঎඼৘ใΛ୳͢ "DUPS "DUPS "DUPS ɹ࣌ؒͷ͔͔ΔॲཧΛ ɹผϓϩηε΍ผαʔόʔͰ ɹ෼ࢄॲཧ͍ͨ͠

  23. +-BOH'FTU,BOTBJ0OMJOF 3FNPUF"DUPSΛ࢖ͬͨ෼ࢄ   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε "DUPS "DUPS "DUPS ɹϦϞʔτΞΫλʔ ɹɾઃఆϨϕϧͰରԠͰ͖Δ ɹɾίʔυ͸ʢ΄΅ʣมߋෆཁ ɹɾαʔόʔ෼ࢄ΋Մೳ Πϯελϯε# Πϯελϯε" ݕࡧ৚݅ʹϚον͢Δ ঎඼৘ใΛ୳͢ "DUPS

  24. +-BOH'FTU,BOTBJ0OMJOF 3FNPUF"DUPSΛ࢖ͬͨ෼ࢄ   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ݕࡧ৚݅ʹϚον͢Δ ঎඼৘ใΛ୳͢ ঎඼σʔλϕʔε "DUPS "DUPS "DUPS "DUPS ɹʢΑ͏΍͘ʣ׬੒ Πϯελϯε# Πϯελϯε" ݕࡧ৚݅ʹϚον͢Δ ঎඼৘ใΛ୳͢ "DUPS

  25. +-BOH'FTU,BOTBJ0OMJOF "LLBΛར༻͢Δ͓͢͢ΊϙΠϯτ   ॲཧΛΞΫλʔͷ୯Ґʹ෼͚Δ ɹ ॲཧΛখ࣮͘͞૷͢Δ͜ͱ͕Ͱ͖Δ ɹˠςετ͠΍͍͢ ɹˠো֐ൃੜൣғΛด͡ΒΕΔʢରো֐ੑͷ޲্ʣ ɹɹ

    ɹ ฒྻॲཧɾ෼ࢄॲཧ͕ʢൺֱతʣ؆୯ʹ࣮૷Ͱ͖Δ ΞΫλʔ ςετ͠΍͍͢ ো֐ͷൃੜൣғΛݶఆ

  26. "LLB"DUPSTʹΑΔ ՝୊ղܾͷͦͷઌ ࣮૷͚ͩͰ͸ͳͯ͘ʜʜ 

  27. +-BOH'FTU,BOTBJ0OMJOF ࠶ܝ   &$αΠτͰ঎඼Λ୳͢ʮݕࡧ"1*ʯ  )551ͰϦΫΤετΛ͏͚͚ͭΔ  ݕࡧ৚݅Λ͏͚ͱΔ 

    ݕࡧ৚݅ʹϚον͢Δ঎඼৘ใΛ͕͢͞  ݕࡧ݁Ռͱͯ͠঎඼৘ใΛ·ͱΊΔ  Ϩεϙϯε͢Δ

  28. +-BOH'FTU,BOTBJ0OMJOF ػೳ௥Ճ   &$αΠτͰ঎඼Λ୳͢ʮݕࡧ"1*ʯ  )551ͰϦΫΤετΛ͏͚͚ͭΔ  ݕࡧ৚݅Λ͏͚ͱΔ 

    ݕࡧ৚݅ʹϚον͢Δ঎඼৘ใΛ͕͢͞  ݕࡧ݁Ռͱͯ͠঎඼৘ใΛ·ͱΊΔ  Ϩεϙϯε͢Δ ɹػೳΛ௥Ճͨ͘͠ͳΔ ɹʮೖྗΩʔϫʔυΛม׵ͯ͠ݕࡧ͢Δʯ

  29. +-BOH'FTU,BOTBJ0OMJOF ͻͱ͘;͏   &$αΠτͰ঎඼Λ୳͢ʮݕࡧ"1*ʯ  )551ͰϦΫΤετΛ͏͚͚ͭΔ  ݕࡧ৚݅Λ͏͚ͱΔ 

    ݕࡧ৚݅ͷΩʔϫʔυΛม׵͢Δ  ݕࡧ৚݅ʹϚον͢Δ঎඼৘ใΛ͕͢͞  ݕࡧ݁Ռͱͯ͠঎඼৘ใΛ·ͱΊΔ  Ϩεϙϯε͢Δ

  30. +-BOH'FTU,BOTBJ0OMJOF ิ଍ʢऄ଍ʮݕࡧ৚݅ͷΩʔϫʔυΛม׵͢Δʯʁ   ɹ ΋ͱͷݕࡧ৚݅ʮࡒ෍ʯ ✕ʮ΢ΥϨοτʯͰొ࿥͞Εͨ঎඼͕ώοτ͠ͳ͍ ✕ʮ͍͞;ʯʮαΠϑʯͳͲϤϛΨφͰ঎඼͕ώοτ͠ͳ͍ ˎγϊχϜ΍ܗଶૉղੳͰͷϤϛΨφ௥Ճ͸ ɹผʑʹରԠ͢Δ͜ͱ͕

    ɹ࣮ࡍʹ͸ଟ͍ͱࢥ͍·͢ɻ ɹ͜͜Ͱ΋આ໌ͷͨΊ໰୊ΛۃখԽ͠·͢ɻ ࡒ෍ ΢ΥϨοτ ͍͞; αΠϑ

  31. +-BOH'FTU,BOTBJ0OMJOF ิ଍ʢऄ଍ʮݕࡧ৚݅ͷΩʔϫʔυΛม׵͢Δʯʁ   ɹ ΋ͱͷݕࡧ৚݅ʮࡒ෍ʯ ✕ʮ΢ΥϨοτʯͰొ࿥͞Εͨ঎඼͕ώοτ͠ͳ͍ ✕ʮ͍͞;ʯʮαΠϑʯͳͲϤϛΨφͰ঎඼͕ώοτ͠ͳ͍ ˎγϊχϜ΍ܗଶૉղੳͰͷϤϛΨφ௥Ճ͸ ɹผʑʹରԠ͢Δ͜ͱ͕

    ɹ࣮ࡍʹ͸ଟ͍ͱࢥ͍·͢ɻ ɹ͜͜Ͱ΋આ໌ͷͨΊ໰୊ΛۃখԽ͠·͢ɻ ɹଟ͘ͷύλʔϯͰώοτ͢ΔΑ͏ʹݕࡧ৚݅ΛಡΈସ͑Δ ࡒ෍ ΢ΥϨοτ ͍͞; αΠϑ

  32. +-BOH'FTU,BOTBJ0OMJOF ิ଍ʢऄ଍ʮݕࡧ৚݅ͷΩʔϫʔυΛม׵͢Δʯʁ   ɹ ΋ͱͷݕࡧ৚݅ʮࡒ෍ʯ ✕ʮ΢ΥϨοτʯͰొ࿥͞Εͨ঎඼͕ώοτ͠ͳ͍ ✕ʮ͍͞;ʯʮαΠϑʯͳͲϤϛΨφͰ঎඼͕ώοτ͠ͳ͍ ɹ ม׵ޙͷݕࡧ৚݅

    ˠʮࡒ෍ʯPSʮ΢ΥϨοτʯPSʮ͍͞;ʯPSʮαΠϑʯ ˎγϊχϜ΍ܗଶૉղੳͰͷϤϛΨφ௥Ճ͸ ɹผʑʹରԠ͢Δ͜ͱ͕ ɹ࣮ࡍʹ͸ଟ͍ͱࢥ͍·͢ɻ ɹ͜͜Ͱ΋આ໌ͷͨΊ໰୊ΛۃখԽ͠·͢ɻ ɹଟ͘ͷύλʔϯͰώοτ͢ΔΑ͏ʹݕࡧ৚݅ΛಡΈସ͑Δ ࡒ෍ ΢ΥϨοτ ͍͞; αΠϑ ࡒ෍ ΢ΥϨοτ ͍͞; αΠϑ

  33. +-BOH'FTU,BOTBJ0OMJOF طଘ෦඼   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ݕࡧ৚݅ʹϚον͢Δ ঎඼৘ใΛ୳͢ ঎඼σʔλϕʔε ݕࡧ৚݅ͷ ΩʔϫʔυΛม׵͢Δ "DUPS "DUPS "DUPS "DUPS ɹલճͷঢ়ଶ

  34. +-BOH'FTU,BOTBJ0OMJOF ΞΫλʔΛ௥Ճ   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ݕࡧ৚݅ʹϚον͢Δ ঎඼৘ใΛ୳͢ ঎඼σʔλϕʔε "DUPS "DUPS "DUPS "DUPS "DUPS ݕࡧ৚݅ͷ ΩʔϫʔυΛม׵͢Δ ɹʮΩʔϫʔυม׵ʯ༻ͷ ɹΞΫλʔΛ௥Ճʢ࣮૷ʣ͢Δ

  35. +-BOH'FTU,BOTBJ0OMJOF ˠݕ౼Ҋˠ݁Ռˠ՝୊ˠݕ౼Ҋˠ݁Ռ   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ݕࡧ৚݅ʹϚον͢Δ ঎඼৘ใΛ୳͢ ঎඼σʔλϕʔε ݕࡧ৚݅ͷ ΩʔϫʔυΛม׵͢Δ "DUPS ݕࡧ৚݅ͷ ΩʔϫʔυΛม׵͢Δ "DUPS "DUPS "DUPS "DUPS ɹΞΫλʔؒͷ΍ΓͱΓॱΛ ɹೖΕସ͑Δʢ࣮૷͢Δʣ

  36. +-BOH'FTU,BOTBJ0OMJOF ͭΈ͔͞Ͷͨ݁Ռ   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ ݕࡧ৚݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ঎඼৘ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ݕࡧ৚݅ʹϚον͢Δ ঎඼৘ใΛ୳͢ ঎඼σʔλϕʔε ݕࡧ৚݅ͷ ΩʔϫʔυΛม׵͢Δ ɹখ͘͞෦඼Խ͍͔ͯͨ͠Β ɹطଘ෦෼ʹ͸ ɹ࠷খݶͷมߋͷΈͰࡁΜͩ "DUPS ݕࡧ৚݅ͷ ΩʔϫʔυΛม׵͢Δ "DUPS "DUPS "DUPS "DUPS

  37. +-BOH'FTU,BOTBJ0OMJOF "LLBΛར༻͢Δʢ෭࣍తʣ͓͢͢ΊϙΠϯτ   ɹ ॲཧΛΞΫλʔͷ୯Ґʹ෼͚Δ͜ͱͰ ɹɹখ͞ͳ෦඼ͱͯ͠ॲཧΛ࣮૷͢Δɹɹɹɹɹɹ͕ੜ·ΕΔ ɹˠมߋʹڧ͘ɺςετͷ͠΍͍͢ݟ௨͠ͷྑ͍࣮૷ʹͭͳ͕Δ ΞΫλʔ ҙࣝ

    श׳

  38. +-BOH'FTU,BOTBJ0OMJOF "LLBΛར༻͢Δʢ෭࣍తʣ͓͢͢ΊϙΠϯτ   ɹ ॲཧΛΞΫλʔͷ୯Ґʹ෼͚Δ͜ͱͰ ɹɹখ͞ͳ෦඼ͱͯ͠ॲཧΛ࣮૷͢Δɹɹɹɹɹɹ͕ੜ·ΕΔ ɹˠมߋʹڧ͘ɺςετͷ͠΍͍͢ݟ௨͠ͷྑ͍࣮૷ʹͭͳ͕Δ ɹ ΠϯΫϦϝϯλϧͳখ͞ͳվળͷͭΈ͔͞Ͷʹڧ͍࡞ΓͱͳΔ

    ɹˠʮചΓʯɹʹͳΔػೳ΍ॲཧͷ࣮૷ʹे෼ͳ࣌ؒΛ౤ೖͰ͖Δ ΞΫλʔ ҙࣝ ʮചΓʯ श׳

  39. "LLB)551 "LLB4USFBNT ͔͍ͭͬͯͨಓ۩ 

  40. • )551Λѻ͏ͨΊͷπʔϧΩοτ • "LLB"DUPS্ͷ)551ελοΫ +-BOH'FTU,BOTBJ0OMJOF "LLB)551   "LLB1MBUGPSNCZ-JHIUCFOE]!MJHIUCFOE IUUQTXXXMJHIUCFOEDPNBLLBQMBUGPSN

  41. +-BOH'FTU,BOTBJ0OMJOF "LLB)551   Ϧ Ϋ Τ ε τ Λ

     ͏ ͚ ͭ ͚ Δ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ঎඼σʔλϕʔε ɹ"LLB)551 ɹɾϦΫΤετϨεϙϯεͷ ɹɹσʔλม׵ʢ+40/ʣ ɹɾ"LLB"DUPSͱͷ࿈ܞ ɹˠϦΫΤετͷ಺༰Λ ɹɹɹΞΫλʔΛ࢖ͬͨॲཧ΁ͭͳ͛Δ

  42. • ৘ใͷݯˠม׵ɾॲཧˠऴ୺ • &5- • %4-ͰॲཧͷྲྀΕΛՄࢹԽ +-BOH'FTU,BOTBJ0OMJOF "LLB4USFBNT  

    "LLB1MBUGPSNCZ-JHIUCFOE]!MJHIUCFOE IUUQTXXXMJHIUCFOEDPNBLLBQMBUGPSN

  43. +-BOH'FTU,BOTBJ0OMJOF "LLB4USFBNT   4PVSDF 'MPX 4JOL ৘ใɾσʔλͷݯ 0VUQVUΛ࣋ͭ ม׵͢Δ

    *OQVUͱ0VUQVUΛ࣋ͭ ৘ใɾσʔλͷऴண఺ *OQVUΛ࣋ͭ 'MPX 4JOL 4PVSDF

  44. +-BOH'FTU,BOTBJ0OMJOF "LLB4USFBNT   ॲཧͷྲྀΕΛ%4-Ͱදݱ͢Δ͜ͱ͕Ͱ͖Δ ˠ෦඼Λͭͬͯ͘૊Έ߹ΘͤͯॲཧΛͭ͘Γ͋͛Δ 4PVSDF 'MPX 'MPX 'MPX

    #DBTU 4JOL .FSHF 4JOL TPVSDF_CDBTU_GMPX_TJOL CDBTU_GMPX_NFSHF_TJOL CDBTU_GMPX_NFSHF ͔ͳΓ௚ײతʹ هड़Մೳ

  45. ϦΫΤετΛड͚औͬͯϨεϙϯε͢Δ·Ͱͷॲཧ ˠ"LLB)551΋ετϦʔϜΛ͔͍͋ͭͬͯΔ +-BOH'FTU,BOTBJ0OMJOF "LLB4USFBNT   ϦΫΤετΛ ड͚औΔ ݕࡧ৚݅Λ ड͚औΔ

    ϩάʹ੔ܗ ϒϩʔυ Ωϟετ ϩάग़ྗ ݕࡧ Ϩεϙϯε

  46. ·ͱΊ ࠷ޙʹʜʜ 

  47. +-BOH'FTU,BOTBJ0OMJOF "LLBΛར༻͢Δ͓͢͢ΊϙΠϯτ   ॲཧΛΞΫλʔͷ୯Ґʹ෼͚Δ ɹ ॲཧΛখ࣮͘͞૷͢Δ͜ͱ͕Ͱ͖Δ ɹˠςετ͠΍͍͢ ɹˠো֐ൃੜൣғΛด͡ΒΕΔʢରো֐ੑͷ޲্ʣ ɹɹ

    ɹ ฒྻॲཧɾ෼ࢄॲཧ͕ʢൺֱతʣ؆୯ʹ࣮૷Ͱ͖Δ ΞΫλʔ ςετ͠΍͍͢ ো֐ͷൃੜൣғΛݶఆ

  48. +-BOH'FTU,BOTBJ0OMJOF "LLBΛར༻͢Δ͓͢͢ΊϙΠϯτ   ɹ ॲཧΛΞΫλʔͷ୯Ґʹ෼͚Δ͜ͱͰ ɹɹখ͞ͳ෦඼ͱͯ͠ॲཧΛ࣮૷͢Δɹɹɹɹɹɹ͕ੜ·ΕΔ ɹˠมߋʹڧ͘ɺςετͷ͠΍͍͢ݟ௨͠ͷྑ͍࣮૷ʹͭͳ͕Δ ɹ ΠϯΫϦϝϯλϧͳখ͞ͳվળͷͭΈ͔͞Ͷʹڧ͍࡞ΓͱͳΔ

    ɹˠʮചΓʯɹʹͳΔػೳ΍ॲཧͷ࣮૷ʹे෼ͳ࣌ؒΛ౤ೖͰ͖Δ ΞΫλʔ ҙࣝ ʮചΓʯ श׳