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ScalaのAkkaに見るおすすめポイント
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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
nishikawasasaki
October 04, 2020
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Transcript
+-BOH'FTU,BOTBJ0OMJOF 4DBMBͷ"LLBʹݟΔ ͓͢͢ΊϙΠϯτ ʹ͔͠Θ͖͞͞ !OJTIJLBXBTBTBLJ
+-BOH'FTU,BOTBJ0OMJOF ࣗݾհ ʹ͔͠Θ͖͞͞ • +BWB4DBMB+BWB4DSJQUʜ Πϯϑϥཧ"84ࢄ,74ʜ • ݕࡧΤϯδϯσʔλੳʜ • ࣄۀऀɾϚωʔδϟʔ
εΫϥϜϚελʔʢ$4.ʣ !OJTIJLBXBTBTBLJ
$MPKVSFͷ͖ͳͱ͜Ζ • $MPKVSF • $MPKVSF4DSJQU • 3FBHFOU 3FBDU
+-BOH'FTU,BOTBJ0OMJOF ࠓ͓͢Δ͜ͱɾ͠ͳ͍͜ͱ ʲ͢Δ͜ͱʳ • ࣄྫΛͱʹͨ͠"LLBͷ͍Ͳ͜Ζ • "DUPS)551ɺ4USFBNTΛ͏͜ͱʹΑΔԸܙ ʲ͠ͳ͍͜ͱ • 4DBMBɾ"LLBͷ͡Ί͔ͨ
• 4DBMBɾ"LLBͷॻ͖ํ ͢Δ͜ͱ ͠ͳ͍͜ͱ
+-BOH'FTU,BOTBJ0OMJOF ࣄྫ &$αΠτͰΛ୳͢ʮݕࡧ"1*ʯ )551ͰϦΫΤετΛ͏͚͚ͭΔ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݅ʹϚον͢ΔใΛ͕͢͞
ݕࡧ݁Ռͱͯ͠ใΛ·ͱΊΔ Ϩεϙϯε͢Δ ˎΛۃখԽͯ͠આ໌͢ΔͨΊʹ ɹͨͩͷ%#ࢀর"1*Ϩϕϧʹં͍ͬͯ·͢ɻ ɹ࣮ࡍʹσʔλͷߋ৽Խɺ ɹศརػೳͷͨΊͷॲཧՃͳͲॾʑൃੜ͠·͢ɻ
+-BOH'FTU,BOTBJ0OMJOF ࣄྫʢ؆қਤʣ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ݕࡧ݅ ݕࡧ݁Ռ ݕࡧΫΤϦ
݁Ռ ϦΫΤετΛ͏͚͚ͭΔ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݅ʹ Ϛον͢ΔใΛ ͕͢͞ ݕࡧ݁Ռͱͯ͠ใΛ ·ͱΊΔ Ϩεϙϯε͢Δ ɹɾ୯७ͳঢ়ଶ ɹɾշదʹಈ࡞
+-BOH'FTU,BOTBJ0OMJOF ՝ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ݕࡧ݅ ݕࡧ݁Ռ ݕࡧΫΤϦ
݁Ռ ϦΫΤετΛ͏͚͚ͭΔ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݅ʹ Ϛον͢ΔใΛ ͕͢͞ ݕࡧ݁Ռͱͯ͠ใΛ ·ͱΊΔ Ϩεϙϯε͢Δ ɹɾϦΫΤετଆେ෯૿Ճ ɹɾ"1*ͷॲཧ͕͖ͭ͘ͳΔ ɹɾ͍ݕࡧ͕͋Δͱ٧·Δ ɹɾͲ͏ͬͯରԠ͢Δ͔ʁ
+-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ݕࡧ݅ ݕࡧ݁Ռ ݕࡧΫΤϦ
݁Ռ ϩʔυόϥϯαʔ ɹɾϩʔυόϥϯγϯά͢Δ ɹɹʢΠϯϑϥͰෛՙࢄ͢Δʣ
+-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ݕࡧ݅ ݕࡧ݁Ռ ݕࡧΫΤϦ
݁Ռ ϩʔυόϥϯαʔ ॏෳ ॏෳ ɹɾϩʔυόϥϯγϯά͢Δ ɹɹʢΠϯϑϥͰෛՙࢄ͢Δʣ ɹˠॲཧશମ͕ॏෳ͢Δඇޮ͞ ɹˠϦϦʔεɾোൣғΛ ɹɹ࠷খԽ͍ͨ͠
+-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝ˠݕ౼ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ݕࡧ݅ ݕࡧ݁Ռ ݕࡧΫΤϦ
݁Ռ ϦΫΤετΛ͏͚͚ͭΔ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݅ʹ Ϛον͢ΔใΛ ͕͢͞ ݕࡧ݁Ռͱͯ͠ใΛ ·ͱΊΔ Ϩεϙϯε͢Δ ɹɾߴෛՙͳͷҰ෦͚ͩ
+-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝ˠݕ౼Ҋ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ݕࡧ݅ ݕࡧ݁Ռ ݕࡧΫΤϦ
݁Ռ ϦΫΤετΛ͏͚͚ͭΔ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݅ʹ Ϛον͢ΔใΛ ͕͢͞ ݕࡧ݁Ռͱͯ͠ใΛ ·ͱΊΔ Ϩεϙϯε͢Δ ɹɾߴෛՙͳͷҰ෦͚ͩ ˠ͚ͩ͜͜Γग़ͤͳ͍͔
͔͋ͬ͋ͨ͘ʔʢ͍ͨͲ͋ͨ͘ʔʣ ͻΒ͕ͳͩͱ͔Θ͍͍͔Μ͡
"LLB"DUPSTʢ"LLB5ZQFEʣʹΑΔ ՝ղܾ ͖ΐ͏ͷຊ
• 4DBMBʹΞΫλʔϓϩάϥϛϯάΛఏڙʢ֦ுʣ͢Δ • "LLBͷࠜװ +-BOH'FTU,BOTBJ0OMJOF "LLB"DUPSTʢ"LLB5ZQFEʣ "LLB1MBUGPSNCZ-JHIUCFOE]!MJHIUCFOE IUUQTXXXMJHIUCFOEDPNBLLBQMBUGPSN
ΞΫλʔϞσϧ • ϝοηʔδΛૹ৴͢Δ͜ͱͰ ΞΫλʔؒͰ௨৴͋͠͏ • ϝοηʔδΛड͚औΔͱ ܾ·ͬͨʢ࣮͞Εͨʣ ॲཧΛ͓͜ͳ͏ • ϝοηʔδΛड͚औΔͨΊͷ
ϝοηʔδϘοΫεʢΩϡʔʣΛ ͍࣋ͬͯΔ *OUSPEVDUJPOUP"DUPSTw"LLB%PDVNFOUBUJPO IUUQTEPDBLLBJPEPDTBLLBDVSSFOUUZQFEBDUPSTIUNMBLLBBDUPST +-BOH'FTU,BOTBJ0OMJOF
+-BOH'FTU,BOTBJ0OMJOF ΞΫλʔԽ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݅ʹϚον͢Δ ใΛ୳͢ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ɹɾ"LLB"DUPSTΛ͏ ɹɾॲཧΛʮΞΫλʔʯʹ ɹɹղ͢Δ "DUPS "DUPS "DUPS "DUPS
+-BOH'FTU,BOTBJ0OMJOF ϧʔςΟϯά Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ϧ ồ λ ồ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ใΛ୳͢ ใΛ୳͢ ใΛ୳͢ "DUPS "DUPS "DUPS ɹɾಉׂ͡ͷΞΫλʔΛ ɹɹෳͨͶͯϧʔςΟϯά ɹˠॲཧ͕͍ݕࡧ͕͋ͬͯ ɹɹશମͷӨڹগͳ͍
+-BOH'FTU,BOTBJ0OMJOF ϧʔςΟϯά Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ϧ ồ λ ồ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ใΛ୳͢ ใΛ୳͢ ใΛ୳͢ "DUPS "DUPS "DUPS ɹɾಉׂ͡ͷΞΫλʔΛ ɹɹෳͨͶͯϧʔςΟϯά ɹˠॲཧ͕͍ݕࡧ͕͋ͬͯ ɹɹશମͷӨڹগͳ͍ ɹɾϧʔςΟϯάͷํ ɹɹઃఆɾ࣮Մೳ
+-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝ˠݕ౼Ҋˠ݁Ռ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ 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
+-BOH'FTU,BOTBJ0OMJOF ղʹΑΔϝϦοτ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ϧ ồ λ ồ ใΛ୳͢ ใΛ୳͢ ใΛ୳͢ ɹղʹΑΔϝϦοτ ɹɾॲཧΛখ͘͞ݟ௨͘͢͠ ɹɾςετ͘͢͠ ɹɾյΕͨͱ͖ͷൣғݶఆ "DUPS "DUPS "DUPS
+-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝ˠݕ౼Ҋˠ݁Ռˠʁ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ϧ ồ λ ồ ใΛ୳͢ ใΛ୳͢ ใΛ୳͢ ɹʢͻͱ·ͣʣʜʜʁ "DUPS "DUPS "DUPS
+-BOH'FTU,BOTBJ0OMJOF ݕ౼Ҋˠ՝ˠݕ౼Ҋˠ݁Ռˠ՝ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε ϧ ồ λ ồ ใΛ୳͢ ใΛ୳͢ ใΛ୳͢ "DUPS "DUPS "DUPS ɹ࣌ؒͷ͔͔ΔॲཧΛ ɹผϓϩηεผαʔόʔͰ ɹࢄॲཧ͍ͨ͠
+-BOH'FTU,BOTBJ0OMJOF 3FNPUF"DUPSΛͬͨࢄ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* σʔλϕʔε "DUPS "DUPS "DUPS ɹϦϞʔτΞΫλʔ ɹɾઃఆϨϕϧͰରԠͰ͖Δ ɹɾίʔυʢ΄΅ʣมߋෆཁ ɹɾαʔόʔࢄՄೳ Πϯελϯε# Πϯελϯε" ݕࡧ݅ʹϚον͢Δ ใΛ୳͢ "DUPS
+-BOH'FTU,BOTBJ0OMJOF 3FNPUF"DUPSΛͬͨࢄ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ݕࡧ݅ʹϚον͢Δ ใΛ୳͢ σʔλϕʔε "DUPS "DUPS "DUPS "DUPS ɹʢΑ͏͘ʣ Πϯελϯε# Πϯελϯε" ݕࡧ݅ʹϚον͢Δ ใΛ୳͢ "DUPS
+-BOH'FTU,BOTBJ0OMJOF "LLBΛར༻͢Δ͓͢͢ΊϙΠϯτ ॲཧΛΞΫλʔͷ୯Ґʹ͚Δ ɹ ॲཧΛখ࣮͘͢͞Δ͜ͱ͕Ͱ͖Δ ɹˠςετ͍͢͠ ɹˠোൃੜൣғΛด͡ΒΕΔʢରোੑͷ্ʣ ɹɹ
ɹ ฒྻॲཧɾࢄॲཧ͕ʢൺֱతʣ؆୯ʹ࣮Ͱ͖Δ ΞΫλʔ ςετ͍͢͠ োͷൃੜൣғΛݶఆ
"LLB"DUPSTʹΑΔ ՝ղܾͷͦͷઌ ࣮͚ͩͰͳͯ͘ʜʜ
+-BOH'FTU,BOTBJ0OMJOF ࠶ܝ &$αΠτͰΛ୳͢ʮݕࡧ"1*ʯ )551ͰϦΫΤετΛ͏͚͚ͭΔ ݕࡧ݅Λ͏͚ͱΔ
ݕࡧ݅ʹϚον͢ΔใΛ͕͢͞ ݕࡧ݁Ռͱͯ͠ใΛ·ͱΊΔ Ϩεϙϯε͢Δ
+-BOH'FTU,BOTBJ0OMJOF ػೳՃ &$αΠτͰΛ୳͢ʮݕࡧ"1*ʯ )551ͰϦΫΤετΛ͏͚͚ͭΔ ݕࡧ݅Λ͏͚ͱΔ
ݕࡧ݅ʹϚον͢ΔใΛ͕͢͞ ݕࡧ݁Ռͱͯ͠ใΛ·ͱΊΔ Ϩεϙϯε͢Δ ɹػೳΛՃͨ͘͠ͳΔ ɹʮೖྗΩʔϫʔυΛมͯ͠ݕࡧ͢Δʯ
+-BOH'FTU,BOTBJ0OMJOF ͻͱ͘;͏ &$αΠτͰΛ୳͢ʮݕࡧ"1*ʯ )551ͰϦΫΤετΛ͏͚͚ͭΔ ݕࡧ݅Λ͏͚ͱΔ
ݕࡧ݅ͷΩʔϫʔυΛม͢Δ ݕࡧ݅ʹϚον͢ΔใΛ͕͢͞ ݕࡧ݁Ռͱͯ͠ใΛ·ͱΊΔ Ϩεϙϯε͢Δ
+-BOH'FTU,BOTBJ0OMJOF ิʢऄʮݕࡧ݅ͷΩʔϫʔυΛม͢Δʯʁ ɹ ͱͷݕࡧ݅ʮࡒʯ ✕ʮΥϨοτʯͰొ͞Ε͕ͨώοτ͠ͳ͍ ✕ʮ͍͞;ʯʮαΠϑʯͳͲϤϛΨφͰ͕ώοτ͠ͳ͍ ˎγϊχϜܗଶૉղੳͰͷϤϛΨφՃ ɹผʑʹରԠ͢Δ͜ͱ͕
ɹ࣮ࡍʹଟ͍ͱࢥ͍·͢ɻ ɹ͜͜Ͱઆ໌ͷͨΊΛۃখԽ͠·͢ɻ ࡒ ΥϨοτ ͍͞; αΠϑ
+-BOH'FTU,BOTBJ0OMJOF ิʢऄʮݕࡧ݅ͷΩʔϫʔυΛม͢Δʯʁ ɹ ͱͷݕࡧ݅ʮࡒʯ ✕ʮΥϨοτʯͰొ͞Ε͕ͨώοτ͠ͳ͍ ✕ʮ͍͞;ʯʮαΠϑʯͳͲϤϛΨφͰ͕ώοτ͠ͳ͍ ˎγϊχϜܗଶૉղੳͰͷϤϛΨφՃ ɹผʑʹରԠ͢Δ͜ͱ͕
ɹ࣮ࡍʹଟ͍ͱࢥ͍·͢ɻ ɹ͜͜Ͱઆ໌ͷͨΊΛۃখԽ͠·͢ɻ ɹଟ͘ͷύλʔϯͰώοτ͢ΔΑ͏ʹݕࡧ݅ΛಡΈସ͑Δ ࡒ ΥϨοτ ͍͞; αΠϑ
+-BOH'FTU,BOTBJ0OMJOF ิʢऄʮݕࡧ݅ͷΩʔϫʔυΛม͢Δʯʁ ɹ ͱͷݕࡧ݅ʮࡒʯ ✕ʮΥϨοτʯͰొ͞Ε͕ͨώοτ͠ͳ͍ ✕ʮ͍͞;ʯʮαΠϑʯͳͲϤϛΨφͰ͕ώοτ͠ͳ͍ ɹ มޙͷݕࡧ݅
ˠʮࡒʯPSʮΥϨοτʯPSʮ͍͞;ʯPSʮαΠϑʯ ˎγϊχϜܗଶૉղੳͰͷϤϛΨφՃ ɹผʑʹରԠ͢Δ͜ͱ͕ ɹ࣮ࡍʹଟ͍ͱࢥ͍·͢ɻ ɹ͜͜Ͱઆ໌ͷͨΊΛۃখԽ͠·͢ɻ ɹଟ͘ͷύλʔϯͰώοτ͢ΔΑ͏ʹݕࡧ݅ΛಡΈସ͑Δ ࡒ ΥϨοτ ͍͞; αΠϑ ࡒ ΥϨοτ ͍͞; αΠϑ
+-BOH'FTU,BOTBJ0OMJOF طଘ෦ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ݕࡧ݅ʹϚον͢Δ ใΛ୳͢ σʔλϕʔε ݕࡧ݅ͷ ΩʔϫʔυΛม͢Δ "DUPS "DUPS "DUPS "DUPS ɹલճͷঢ়ଶ
+-BOH'FTU,BOTBJ0OMJOF ΞΫλʔΛՃ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ݕࡧ݅ʹϚον͢Δ ใΛ୳͢ σʔλϕʔε "DUPS "DUPS "DUPS "DUPS "DUPS ݕࡧ݅ͷ ΩʔϫʔυΛม͢Δ ɹʮΩʔϫʔυมʯ༻ͷ ɹΞΫλʔΛՃʢ࣮ʣ͢Δ
+-BOH'FTU,BOTBJ0OMJOF ˠݕ౼Ҋˠ݁Ռˠ՝ˠݕ౼Ҋˠ݁Ռ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ݕࡧ݅ʹϚον͢Δ ใΛ୳͢ σʔλϕʔε ݕࡧ݅ͷ ΩʔϫʔυΛม͢Δ "DUPS ݕࡧ݅ͷ ΩʔϫʔυΛม͢Δ "DUPS "DUPS "DUPS "DUPS ɹΞΫλʔؒͷΓͱΓॱΛ ɹೖΕସ͑Δʢ࣮͢Δʣ
+-BOH'FTU,BOTBJ0OMJOF ͭΈ͔͞Ͷͨ݁Ռ Ϧ Ϋ Τ ε τ Λ
͏ ͚ ͭ ͚ Δ ݕࡧ݅Λ͏͚ͱΔ ݕࡧ݁Ռͱͯ͠ ใΛ·ͱΊΔ Ϩ ε ϙ ϯ ε ͢ Δ ΫϥΠΞϯτ ݕࡧ"1* ݕࡧ݅ʹϚον͢Δ ใΛ୳͢ σʔλϕʔε ݕࡧ݅ͷ ΩʔϫʔυΛม͢Δ ɹখ͘͞෦Խ͍͔ͯͨ͠Β ɹطଘ෦ʹ ɹ࠷খݶͷมߋͷΈͰࡁΜͩ "DUPS ݕࡧ݅ͷ ΩʔϫʔυΛม͢Δ "DUPS "DUPS "DUPS "DUPS
+-BOH'FTU,BOTBJ0OMJOF "LLBΛར༻͢Δʢ෭࣍తʣ͓͢͢ΊϙΠϯτ ɹ ॲཧΛΞΫλʔͷ୯Ґʹ͚Δ͜ͱͰ ɹɹখ͞ͳ෦ͱͯ͠ॲཧΛ࣮͢Δɹɹɹɹɹɹ͕ੜ·ΕΔ ɹˠมߋʹڧ͘ɺςετͷ͍͢͠ݟ௨͠ͷྑ͍࣮ʹͭͳ͕Δ ΞΫλʔ ҙࣝ
श׳
+-BOH'FTU,BOTBJ0OMJOF "LLBΛར༻͢Δʢ෭࣍తʣ͓͢͢ΊϙΠϯτ ɹ ॲཧΛΞΫλʔͷ୯Ґʹ͚Δ͜ͱͰ ɹɹখ͞ͳ෦ͱͯ͠ॲཧΛ࣮͢Δɹɹɹɹɹɹ͕ੜ·ΕΔ ɹˠมߋʹڧ͘ɺςετͷ͍͢͠ݟ௨͠ͷྑ͍࣮ʹͭͳ͕Δ ɹ ΠϯΫϦϝϯλϧͳখ͞ͳվળͷͭΈ͔͞Ͷʹڧ͍࡞ΓͱͳΔ
ɹˠʮചΓʯɹʹͳΔػೳॲཧͷ࣮ʹेͳ࣌ؒΛೖͰ͖Δ ΞΫλʔ ҙࣝ ʮചΓʯ श׳
"LLB)551 "LLB4USFBNT ͔͍ͭͬͯͨಓ۩
• )551Λѻ͏ͨΊͷπʔϧΩοτ • "LLB"DUPS্ͷ)551ελοΫ +-BOH'FTU,BOTBJ0OMJOF "LLB)551 "LLB1MBUGPSNCZ-JHIUCFOE]!MJHIUCFOE IUUQTXXXMJHIUCFOEDPNBLLBQMBUGPSN
+-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 ɹɹσʔλมʢ+40/ʣ ɹɾ"LLB"DUPSͱͷ࿈ܞ ɹˠϦΫΤετͷ༰Λ ɹɹɹΞΫλʔΛͬͨॲཧͭͳ͛Δ
• ใͷݯˠมɾॲཧˠऴ • &5- • %4-ͰॲཧͷྲྀΕΛՄࢹԽ +-BOH'FTU,BOTBJ0OMJOF "LLB4USFBNT
"LLB1MBUGPSNCZ-JHIUCFOE]!MJHIUCFOE IUUQTXXXMJHIUCFOEDPNBLLBQMBUGPSN
+-BOH'FTU,BOTBJ0OMJOF "LLB4USFBNT 4PVSDF 'MPX 4JOL ใɾσʔλͷݯ 0VUQVUΛ࣋ͭ ม͢Δ
*OQVUͱ0VUQVUΛ࣋ͭ ใɾσʔλͷऴண *OQVUΛ࣋ͭ 'MPX 4JOL 4PVSDF
+-BOH'FTU,BOTBJ0OMJOF "LLB4USFBNT ॲཧͷྲྀΕΛ%4-Ͱදݱ͢Δ͜ͱ͕Ͱ͖Δ ˠ෦Λͭͬͯ͘Έ߹ΘͤͯॲཧΛͭ͘Γ͋͛Δ 4PVSDF 'MPX 'MPX 'MPX
#DBTU 4JOL .FSHF 4JOL TPVSDF_CDBTU_GMPX_TJOL CDBTU_GMPX_NFSHF_TJOL CDBTU_GMPX_NFSHF ͔ͳΓײతʹ هड़Մೳ
ϦΫΤετΛड͚औͬͯϨεϙϯε͢Δ·Ͱͷॲཧ ˠ"LLB)551ετϦʔϜΛ͔͍͋ͭͬͯΔ +-BOH'FTU,BOTBJ0OMJOF "LLB4USFBNT ϦΫΤετΛ ड͚औΔ ݕࡧ݅Λ ड͚औΔ
ϩάʹܗ ϒϩʔυ Ωϟετ ϩάग़ྗ ݕࡧ Ϩεϙϯε
·ͱΊ ࠷ޙʹʜʜ
+-BOH'FTU,BOTBJ0OMJOF "LLBΛར༻͢Δ͓͢͢ΊϙΠϯτ ॲཧΛΞΫλʔͷ୯Ґʹ͚Δ ɹ ॲཧΛখ࣮͘͢͞Δ͜ͱ͕Ͱ͖Δ ɹˠςετ͍͢͠ ɹˠোൃੜൣғΛด͡ΒΕΔʢରোੑͷ্ʣ ɹɹ
ɹ ฒྻॲཧɾࢄॲཧ͕ʢൺֱతʣ؆୯ʹ࣮Ͱ͖Δ ΞΫλʔ ςετ͍͢͠ োͷൃੜൣғΛݶఆ
+-BOH'FTU,BOTBJ0OMJOF "LLBΛར༻͢Δ͓͢͢ΊϙΠϯτ ɹ ॲཧΛΞΫλʔͷ୯Ґʹ͚Δ͜ͱͰ ɹɹখ͞ͳ෦ͱͯ͠ॲཧΛ࣮͢Δɹɹɹɹɹɹ͕ੜ·ΕΔ ɹˠมߋʹڧ͘ɺςετͷ͍͢͠ݟ௨͠ͷྑ͍࣮ʹͭͳ͕Δ ɹ ΠϯΫϦϝϯλϧͳখ͞ͳվળͷͭΈ͔͞Ͷʹڧ͍࡞ΓͱͳΔ
ɹˠʮചΓʯɹʹͳΔػೳॲཧͷ࣮ʹेͳ࣌ؒΛೖͰ͖Δ ΞΫλʔ ҙࣝ ʮചΓʯ श׳