右手にDevOpsハンドブック左手にクックブック / DevOpsDays_takahashi

by Recruit

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ӈखʹ%FW0QTϋϯυϒοΫ ࠨखʹΫοΫϒοΫ 1PPI4VOOZ "QSJM %FW0QT%BZT5PLZP

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͜Μʹͪ͸ʂ

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w ࣗݾ঺հ w ߴڮཅଠ࿠ 1PPI4VOOZ w ʢגʣϦΫϧʔτͰΤϯδχΞϦϯάϚωʔδϟʔ w ϓϩηεվળ͕޷͖ w ࠺ɺଉࢠਓ খ খ ɺ່ҰਓʢτΠϓʔυϧࡀʣ

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IUUQTTQFBLFSEFDLDPN SFDSVJUFOHJOFFSTTDSVNGFTU PTBLB IUUQTXXXSFDSVJUDPKQUBMLTSFDSVJU@WPJDF LBNPNFIUNM IUUQTBUNBSLJUJUNFEJBDPKQBJUTFSJFT ࠺͕೥ؒΞϝϦΧग़ு͢Δ͜ͱʹͳΓ·ͯ͠ ͦͷ࣌ͷՈࣄܦݧΛ 4'0Ͱൃදͨ͠Β ࣾ಺ʹϧʔϓόοΫ ͞ΕͨΓ ࣾ֎Ͱ࿈ࡌ͍͍ͨͩ ͨΓͯ͠·͢

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IUUQTBUNBSLJUJUNFEJBDPKQBJUBSUJDMFTOFXTIUNM ࿈ࡌୈೋճͰ·ͨ͠ʂ

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͋Δҙຯ͜ͷऔΓ૊Έ΋ ʮ%FW0QTʯ ͱݴ͑Δ͔΋͠Εͳ͍ʁ

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ޙ೔ஊ 21.3 DevOpsΧϯϑΝϨϯεͰࣗ෼ͷܦݧΛڞ༗͢Δ %FW0QTϋϯυϒοΫʹ༐ؾΛ΋Β͍΍͖ͬͯ·ͨ͠

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͋͘·Ͱ ʮJONZDPOUFYUʯ ͷ͓࿩ ʢԿ͕߹͏͔͸ਓͦΕͧΕʣ

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ΑΖ͓͘͠ئ͍͠·͢ʂ ϫΠϫΠ΍Γ·͠ΐʂ

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IUUQTXXXBNB[PODPKQEQ

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ͭͷಓʹಋ͔Εͯߟ͍͑ͯ͘ •ϑϩʔͷݪଇɿ։ൃ͔Βӡ༻ɺͦͯ͠ސ٬ʹ࢓ࣄͷ੒ՌΛૹ Γಧ͚Δ·ͰͷྲྀΕΛՃ଎͢Δํ๏ɻ •ϑΟʔυόοΫͷݪଇɿ͞Βʹ҆શͳγεςϜΛ࡞ΔͨΊͷ खஈɻ •ܧଓతͳֶशͱ࣮ݧͷݪଇɿ೔ৗۀ຿ͷҰ෦ͱͯ͠վળͷϦ εΫΛ૊৫తʹҾ͖ड͚ΔͨΊͷߴ৴པϚωδϝϯτͷจԽ ͱՊֶతΞϓϩʔνͷ঑ྭɻ

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͢ͰʹՈࣄͷશମϑϩʔ͸ચ͍ग़͍ͯͨ͠ͷͰ

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Կʹ࠷ॳʹϑΥʔΧε͢Δ͔Λߟ͑Δɻదͨ͠ྖҬ͸͋Δͷ͔ʁ ࠷ॳʹखΛ෇͚ΔόϦϡʔετϦʔϜͷબ୒ํ๏ • άϦʔϯϑΟʔϧυ/ϒϥ΢ϯϑΟʔϧυ • ه࿥γεςϜ/ࢀՃγεςϜ • ΋ͬͱ΋ؔ৺Λ࣋ͪΠϊϕʔςΟϒͳάϧʔϓ͔Β ˠͲ͜ʹͰ΋ద༻Ͱ͖ͦ͏ʂ

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ேى͖Δ ே͝͸Μ ࡞Δ ே͝͸Μ ৯΂Δ ֶߍͷࢧ ౓ ֶߍ ֶಐ ࢓ࣄ ༦൧४උ ෩࿊ ४උ ༦൧ ब৸ ย෇͚ ย෇͚ શͯʹద༻Մೳͳ͸ͣͱߟ͑ͨΒɺةͳ͍ͷ͸੍࣌ؒ໿ͷ͋Δͱ͜Ζ ֶߍૹΓ ग़͠ ચ୕ ෩࿊

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ேى͖Δ ே͝͸Μ ࡞Δ ே͝͸Μ ৯΂Δ ֶߍͷࢧ ౓ ֶߍ ֶಐ ࢓ࣄ ༦൧४උ ෩࿊ ४උ ༦൧ ब৸ ย෇͚ ย෇͚ ࠷΋੍໿ͷڧ͍ேͷ४උͷόϦϡʔετϦʔϜΛબ୒ ֶߍૹΓ ग़͠ ચ୕ ෩࿊

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ϑΥʔΧεϙΠϯτͷղ૾౓Λ্͍͛ͯ͘ʂ ୈ࿡ষ όϦϡʔετϦʔϜ಺ͷ࡞ۀΛཧղ͠ɺͦΕΛՄࢹԽͯ͠ɺ૊ ৫શମʹ޿͛Δ

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͝൧Λ࡞Δ ࢠڙΛى͜͢ ى͖Δ ݙཱΛܾఆ ࡐྉΛऔಘ ௐཧث۩Λग़͢ ৯ࡐΛௐୡ ௐཧث۩Λ ચ͏ ഑હ͢Δ ࢠڙ͕ ৯୎ʹͭ͘ ࢠڙ͕৯΂ऴ ΘΔ ࢠڙ͕ணସ͑Δ ਫ౵Λ४උ ૹΓग़͠ ๨Ε෺͕ͳ͍͔ ֬ೝ ચ୕ػ͔Βચ୕෺ Λग़͢ ચ͍෺Λચ୕ ػ΁ ேͷ४උʢݱঢ়ʣͷ74.Λॻ͍͍ͯ͘ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO

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͝൧Λ࡞Δ ࢠڙΛى͜͢ ى͖Δ ݙཱΛܾఆ ࡐྉΛऔಘ ௐཧث۩Λग़͢ ৯ࡐΛௐୡ ௐཧث۩Λ ચ͏ ഑હ͢Δ ࢠڙ͕ ৯୎ʹͭ͘ ࢠڙ͕৯΂ऴ ΘΔ ࢠڙ͕ணସ͑Δ ਫ౵Λ४උ ૹΓग़͠ ๨Ε෺͕ͳ͍͔ ֬ೝ ચ୕ػ͔Βચ୕෺ Λग़͢ ચ͍෺Λચ୕ ػ΁ ՄࢹԽ͞Εͩ͢՝୊ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO

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͝൧Λ࡞Δ ࢠڙΛى͜͢ ى͖Δ ݙཱΛܾఆ ࡐྉΛऔಘ ௐཧث۩Λग़͢ ৯ࡐΛௐୡ ௐཧث۩Λ ચ͏ ഑હ͢Δ ࢠڙ͕ ৯୎ʹͭ͘ ࢠڙ͕৯΂ऴ ΘΔ ࢠڙ͕ணସ͑Δ ਫ౵Λ४උ ૹΓग़͠ ๨Ε෺͕ͳ͍͔ ֬ೝ ચ୕ػ͔Βચ୕෺ Λग़͢ ચ͍෺Λચ୕ ػ΁ ᶃ͝൧࡞Δ-5௕ա͗໰୊ͱᶄࢠͲ΋ͷ४උͷ-5௕ա͗Δ໰୊ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO ϑΟʔυόοΫͷݪଇͰରࡦ ଧ͍ͬͯ͘ͷͰޙ΄Ͳ ରࡦଧ͍ͬͯ͘ʂ

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͝൧Λ࡞Δ ݙཱΛܾఆ ࡐྉΛऔಘ ௐཧث۩Λग़͢ ৯ࡐΛௐୡ ௐཧث۩Λ ચ͏ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO ͝൧࡞ΓͰԿ͕ى͖͍ͯͨͷ͔ɻͦͷ෦෼ͷϑϩʔΛநग़ͯ͠ΈΔͱ

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͝൧Λ࡞Δ ݙཱΛܾఆ ࡐྉΛऔಘ ௐཧث۩Λग़͢ ৯ࡐΛௐୡ ௐཧث۩Λ ચ͏ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO ༷ʑͳ՝୊͕ݟ͑ͯ͘Δ લ೔ʹௐཧث ۩ɾ৯ثྨ͸ચ ͏͕৸མͪ͢Δ ɾͣ͞Μͳࡏݿ؅ཧʢ͋Δͱࢥͬͯͨͷ ʹɺɺɺʣ ɾͣ͞Μͳ඼࣭؅ཧʢ৆ຯظݶ͕ɺɺɺʣ ʲ՝୊ᶃɿݙཱͷ͹Β͖ͭʳ ࣄલʹߟ͍͑ͯͯ΋౰೔ͷঢ়گʹԠͯ͡ಈత ʹݙཱΛܾΊΔ͜ͱΛڧ͍ΒΕΔ ˠ׳Ε͍ͯͳ͍͜ͱ΋͋ΓϦʔυλΠϜফඅ ʲ՝୊ᶄɿ ྉཧͷ࢓ํʹϜμ͕͍ͬ ͺ͍ʳ

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͝൧Λ࡞Δ ݙཱΛܾఆ ࡐྉΛऔಘ ௐཧث۩Λग़͢ ৯ࡐΛௐୡ ௐཧث۩Λ ચ͏ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO ରࡦΛଧ͍ͬͯ͘ લ೔ʹௐཧث ۩ɾ৯ثྨ͸ચ ͏͕৸མͪ͢Δ ɾͣ͞Μͳࡏݿ؅ཧʢ͋Δͱࢥͬͯͨͷ ʹɺɺɺʣ ɾͣ͞Μͳ඼࣭؅ཧʢ৆ຯظݶ͕ɺɺɺʣ ʲ՝୊ᶃɿݙཱͷ͹Β͖ͭʳ ࣄલʹߟ͍͑ͯͯ΋౰೔ͷঢ়گʹԠͯ͡ಈత ʹݙཱΛܾΊΔ͜ͱΛڧ͍ΒΕΔ ˠ׳Ε͍ͯͳ͍͜ͱ΋͋ΓϦʔυλΠϜফඅ ʲ՝୊ᶄɿ ྉཧͷ࢓ํʹϜμ͕͍ͬ ͺ͍ʳ

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ݙཱܾఆ࣌ͷߟྀཁૉΛ҆ఆͤ͞Δ 120<-@63 = %* ')$8 + 649 7>;A"(*#&!%:.")(%5?/,B 0) % ) 4/1'3#. $*')+ 25&("5, IUUQTXXXUTVLVSJPLJKQ IUUQTBHSJDVMUVSFSBLVUFODPKQ ʲࣗಈԽʳ ങ͍෺ΛωοτεʔύʔʹدͤΔʴ ֬ೝϝʔϧΛτϦΨʔʹߪೖ඼Λ؅ ཧʴΏΔ͘඼࣭؅ཧ ʲ؅ཧର৅ΛݮΒ͢ʳ ૉࡐ͝ͱʹ඼࣭؅ཧ͢ΔͷΛ΍Ίɺ ֎෦αʔϏεΛར༻ͯ͠ʮ׬੒඼ʯ ͷ඼࣭؅ཧΛ͢Δ ʲ৑௕Խʳ Ұ౓ͷ৸མͪʹ଱͑ΒΕΔΑ͏ ʹௐཧث۩ɾ৯ثྨΛ৑௕Խ͠ ͓ͯ͘ ৸མͪରࡦ ࡏݿɾ඼࣭؅ཧ

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͝൧Λ࡞Δ ݙཱΛܾఆ ࡐྉΛऔಘ ௐཧث۩Λग़͢ ৯ࡐΛௐୡ ௐཧث۩Λ ચ͏ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO લ೔ʹௐཧث ۩ɾ৯ثྨ͸ચ ͏͕৸མͪ͢Δ ɾͣ͞Μͳࡏݿ؅ཧʢ͋Δͱࢥͬͯͨͷ ʹɺɺɺʣ ɾͣ͞Μͳ඼࣭؅ཧʢ৆ຯظݶ͕ɺɺɺʣ ࣄલʹߟ͍͑ͯͯ΋౰೔ͷঢ়گʹԠͯ͡ಈత ʹݙཱΛܾΊΔ͜ͱΛڧ͍ΒΕΔ ˠ׳Ε͍ͯͳ͍͜ͱ΋͋ΓϦʔυλΠϜফඅ ྉཧͷ࢓ํʹϜμ͕ ͍ͬͺ͍ ྉཧͷ࢓ํͦͷ΋ͷʹ΋վળΛ޲͚Δ

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ྫྷଂݿ͔Βग़͢ ચ͏ ੾Δ Ճ೤ ͬ͘͟ΓௐཧͷϑϩʔΛߟ͑Δ

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ྫྷଂݿ͔Βग़͢ w ͔͔࣌ؒΔʢ੾Γ׳Ε͍ͯͳ͍ʣ w ͏·͖͘Εͳ͍ʢՃ೤ͰۄͶ͕͗ղ ͚ͳ͍ͱ͔ʣ ߦͬͨΓདྷͨΓ͢Δͷ໘౗ ۤ௧ͱॏ࿑ಇΛऔΓআ͘ ચ͏ ੾Δ Ճ೤ 2.6 όϦϡʔετϦʔϜ͔ΒϜμͱۤ௧ΛऔΓআ͘ Ϧʔϯͷ৽͍͠ղऍͰ͸ɺʮϜμͷ࡟ݮʯͱ͍͏ݴ͍ํΛ͢ Δͱɺ۶ৱతͰඇਓؒతͳڹ͖͕͋Δ͜ͱʹ஫໨͠ɺʮ૊৫ ͷ໨ඪୡ੒ͷͨΊʹܧଓతʹֶश͢Δ͜ͱΛ௨ͯ͡೔ৗۀ຿ ͔Βۤ௧ͱॏ࿑ಇΛऔΓআ͘͜ͱʯͱ͍͏Α͏ʹݴ͍׵͑ͯ ͍Δ w ͣͬͱΈͯͳ͍ͱ͍͚ͳ͍ w ࣌ʑ͋͘औΓͱ͔͠ͳ͍ͱ͍͚ͳ͍ w ਓ෼͕ೖΒͳ͍

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w ͔͔࣌ؒΔʢ੾Γ׳Ε͍ͯͳ͍ʣ w ͏·͖͘Εͳ͍ʢՃ೤ͰۄͶ͕͗ղ͚ͳ͍ ͱ͔ʣ ߦͬͨΓདྷͨΓ͢Δͷ໘౗ ۤ௧ͱॏ࿑ಇΛऔΓআ͘ w ͣͬͱΈͯͳ͍ͱ͍͚ͳ͍ w ࣌ʑ͋͘औΓͱ͔͠ͳ͍ͱ͍͚ͳ͍ w ਓ෼͕ೖΒͳ͍ ͪ͜ΒͰྉཧશମͷϑϩʔͷ࿩Λॻ͍ͯ͋Γ·͢ πʔϧͰରࡦ

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ϐʔϥʔܥ ੾Γ׳Ε͍ͯͳ͍ IUUQT XXXBNB[POD PKQEQ #.%:%$;$ UI IUUQT XXXBNB[PODPKQ EQ#(43,+# UI த՚ುˍమ੡͓ͨ· ೖΒͳ͍ɾ΄Ͳ͚ͳ͍ ϗοτΫοΫ ͣͬͱݟͯͳ͍ͱ͍͚ͳ͍ ۤ௧ͱॏ࿑ಇΛπʔϧͰऔΓআ͘

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ϐʔϥʔܥ ੾Γ׳Ε͍ͯͳ͍ IUUQT XXXBNB[POD PKQEQ #.%:%$;$ UI IUUQT XXXBNB[PODPKQ EQ#(43,+# UI એ఻ɿྉཧ΋ϋοΫ͢ΔΞʔΩͷηογϣϯ ͜ΕΒͷπʔϧΛ ঺հͯ͘͠Εͨͷ͸ IUUQTDPOGFOHJOFDPNDPOGFSFODFTEFWPQTEBZTUPLZP QSPQPTBMBJSEFWPQT IUUQTTQFBLFSEFDLDPNSFDSVJUFOHJOFFSTEFWPQTEBZTOJTIJNVSB

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ͦͯ͠ϑΟʔυόοΫͷݪଇ΁ •ϑϩʔͷݪଇɿ։ൃ͔Βӡ༻ɺͦͯ͠ސ٬ʹ࢓ࣄͷ੒ՌΛૹ Γಧ͚Δ·ͰͷྲྀΕΛՃ଎͢Δํ๏ɻ •ϑΟʔυόοΫͷݪଇɿ͞Βʹ҆શͳγεςϜΛ࡞ΔͨΊͷ खஈɻ •ܧଓతͳֶशͱ࣮ݧͷݪଇɿ೔ৗۀ຿ͷҰ෦ͱͯ͠վળͷϦ εΫΛ૊৫తʹҾ͖ड͚ΔͨΊͷߴ৴པϚωδϝϯτͷจԽ ͱՊֶతΞϓϩʔνͷ঑ྭɻ

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ϑΟʔυόοΫͷݪଇɿ ࢒͍͍͔ͯ͠Βײ૝Λݴ͍·͠ΐ͏ ͳΜ͔͠ΐͬͺʔ͍ ඒຯ͘͠ͳʔ͍ ΩϥʔΠ

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͝൧Λ࡞Δ ࢠڙΛى͜͢ ى͖Δ ݙཱΛܾఆ ࡐྉΛऔಘ ௐཧث۩Λग़͢ ৯ࡐΛௐୡ ௐཧث۩Λ ચ͏ ഑હ͢Δ ࢠڙ͕ ৯୎ʹͭ͘ ࢠڙ͕৯΂ऴ ΘΔ ࢠڙ͕ணସ͑Δ ਫ౵Λ४උ ૹΓग़͠ ๨Ε෺͕ͳ͍͔ ֬ೝ ચ୕ػ͔Βચ୕෺ Λग़͢ ચ͍෺Λચ୕ ػ΁ ࢠͲ΋ͷ४උͷ-5௕ա͗Δ໰୊ʹཱͪ޲͔͏ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO

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ࢠڙΛى͜͢ ࢠڙ͕ ৯୎ʹͭ͘ ࢠڙ͕৯΂ऴ ΘΔ ࢠڙ͕ணସ͑Δ Կ͕ى͖͍ͯͨͷ͔ʁ $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO $"ɺ -5NJO 7"NJO ᶃى͖ͳ͍ʢϦτϥΠʣ ᶄΉʹΌΉʹΌʮͶΉʔ͍ʯ ᶅΜ΋͏ʢౖʣ ͝൧Λ࡞Δ ഑હ͢Δ ࣮࣭తʹ͸ฒߦ࡞ۀෆՄ ΋͏௚͙͝൧Ͱ͖ͦ͏ʂΈ͍ͨͳ λΠϛϯάͰى͜͠ʹ͍͕͘ɺ͜ Ε͕ى͖Δͱຯḩो͕ࣽ͑ग़ͯ͠ Ωονϯ෣͍໭Γͱ͔͋Δ ேʹ߱Լͨ͠ςϯγϣϯ͸ͦͷ ޙͷूதྗͱͳΓ7"ɺ-5ʹ௓Ͷ ฦͬͯ͘Δɻ ྉཧͰςϯγϣϯ͸ཚߴԼ͢Δ

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"#ςετͰԿ͕ྑ͍͔Λࢼ͢ 17ষ ೔ৗۀ຿ʹԾઆۦಈ։ൃͱA/BςετΛ૊ΈࠐΉ

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ࢠڙΛى͜͢ ࢠڙ͕ ৯୎ʹͭ͘ $"ɺ -5NJO 7"NJO ͝൧Λ࡞Δ ഑હ͢Δ "#ςετᶃɿʮઌʹ࡞Δʯ͔ʮઌʹى͜͢ʯ͔ ฒߦෆՄೳ ઌʹ͝൧Λ࡞ΔͱɺଟগྫྷΊΔ͕ࠩ ࠐ͸ݮΓɺى͜͠ํ΋޻෉͕͠΍͢ ͍ ઌʹى͜͢ͱɺਫ਼౓͕ѱ͍͕ɺྉཧ ͸͍͍ঢ়ଶͰαʔϒͰ͖Δɻى͖ͯ ͍Δ͕࣌ؒ௕͘ͳΔͷͰͦͷؒʹ໨ ΋֮ΊΔ͠ɺૣ৸ʹͳΔ͔΋ɻ ઌʹ͝൧Λ࡞ͬͨํ͕ɺτʔλϧͷ -5͸୹ͯ͘ࡁΉɻ ઌʹى͜͢ํͰظ଴ͨ͠ޮՌ͸ɺ͋ ·ΓಘΒΕͣ ˠઌʹ͝൧Λ࡞ΔܗͰݱࡏ͸ӡӦ

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"#ςετᶄɿௐཧ๏Λܧଓతʹվળ͍ͯ͘͠ ʮ΄͏ΕΜ૲ʹ͕ʔ͍ɺ৯΂ Εͳʔ͍ʯ ʮ΄͏ΕΜ૲ͱϕʔίϯᖱ Ίʯ ʮ;ʔΉম͍͔ͨΒ͔ͳʁɹ લ͸େৎ෉͔ͩͬͨΒقઅࠩ ͔ݸମ͔ࠩ΋ͳɻͰ΋੍໿ͱ ͓͍ͨํ͕͍͍ͳʯ ΄͏ΕΜ૲ͷ͓ਁ͠ ʮ΄͏ΕΜ૲ʹ͕ʔ͍ɺ৯΂ Εͳʔ͍ʯ ʮ;ʔΉԼᣐͰ͠ͳ͔͔ͬͨ Β͔ͳʯ ΄͏ΕΜ૲ͷ͓ਁ͠ʢԼᣐͰ ͪΌΜͱ͢Δʣ ͓͍͠ʔʂ ʮͳΔ΄ͲԼᣐͰ͕େࣄͩͬ ͨͷ͔ʯ

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"#ςετᶄͷޙ೔ஊɿ͖ͪΜͱվળΛࢼͤΔʮ࣌ؒʯ Λ֬อ͔ͯ͠Βʢޙड़ʣ ʮ΄͏ΕΜ૲ʹ͕ʔ͍ɺ৯΂ Εͳʔ͍ʯ ʮ΄͏ΕΜ૲ͱϕʔίϯᖱ Ίʯ ʮ;ʔΉম͍͔ͨΒ͔ͳʁɹ લ͸େৎ෉͔ͩͬͨΒقઅࠩ ͔ݸମ͔ࠩ΋ͳɻͰ΋੍໿ͱ ͓͍ͨํ͕͍͍ͳʯ ΄͏ΕΜ૲ͷ͓ਁ͠ ʮ΄͏ΕΜ૲ʹ͕ʔ͍ɺ৯΂ Εͳʔ͍ʯ ʮ;ʔΉԼᣐͰ͠ͳ͔͔ͬͨ Β͔ͳʯ ΄͏ΕΜ૲ͷ͓ਁ͠ʢԼᣐͰ ͪΌΜͱ͢Δʣ ͓͍͠ʔʂ ʮͳΔ΄ͲԼᣐͰ͕େࣄͩͬ ͨͷ͔ʯ ࣮ݧ͍ͯͨ͠ΒɺேͷςϯγϣϯͩͩԼ͕ΓࣄҊ͕ଟൃ ʴ؀ڥઃఆͰྉཧ͢Δ࣌ͷख͕ؒ૿Ճɻ݁Ռ-5͸͠͹Β͘୹ॖ͞Εͣʜ

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ֶ͔ͯ͘͠शͱ࣮ݧΛ࡞ΓࠐΉ •ϑϩʔͷݪଇɿ։ൃ͔Βӡ༻ɺͦͯ͠ސ٬ʹ࢓ࣄͷ੒ՌΛૹ Γಧ͚Δ·ͰͷྲྀΕΛՃ଎͢Δํ๏ɻ •ϑΟʔυόοΫͷݪଇɿ͞Βʹ҆શͳγεςϜΛ࡞ΔͨΊͷ खஈɻ •ܧଓతͳֶशͱ࣮ݧͷݪଇɿ೔ৗۀ຿ͷҰ෦ͱͯ͠վળͷϦ εΫΛ૊৫తʹҾ͖ड͚ΔͨΊͷߴ৴པϚωδϝϯτͷจԽ ͱՊֶతΞϓϩʔνͷ঑ྭɻ

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࣮ݧ͸ֶशͰ͖Δ౔೔ͷྉཧͰ 21ষ ૊৫తͳֶशͱվળΛੜΈग़ͨ͢Ίͷ࣌ؒΛ֬อ͢Δ ฏ೔ͷேɹˠɹ๯ݥ࣮ͤͣ੷ͷ͋Δ΋ͷΛ ౔೔ͷன໷ɹˠɹ৽͍͠ϨύʔτϦʔʹ௅ઓͨ͠Γɺલճͷ'#Λ ੜ͔ͨ͠৽ͨͳԾઆΛݕূͨ͠Γ

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'#ΛΑΓ׆͔ͤΔΑ͏ʹ͢Δ 0) % ) 4/1'3#.!- $*')+ 25&("5, IUUQTXXXUTVLVSJPLJKQ IUUQTBHSJDVMUVSFSBLVUFODPKQ ʲ؅ཧର৅ΛݮΒ͢ʳ ૉࡐ͝ͱʹ඼࣭؅ཧ͢ΔͷΛ΍Ίɺ ֎෦αʔϏεΛར༻ͯ͠ʮ׬੒඼ʯ ͷ඼࣭؅ཧΛ͢Δ ࡞Γஔ͖αʔϏε͔Βଔۀ͠ɺ جຊతʹࣗ෼Ͱௐຯ͢ΔΑ͏ʹͳΔ ྉཧ΁ͷ׳Ε '#ΛΑΓ׆͔͢

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࣮ݧ͸҆৺ײ͔ΒʢࣗવͱͰ͖ͯͨʣ 19.2 ࣄނ͕ى͖ͨ͋ͱʹඇ೉ͳ͠ͷϙετϞʔςϜΛ։͘ ❌ύύͷ͝൧͕ඒຯ͘͠ͳ͍ ⭕͜ͷຯḩोͷதͷ΄͏ΕΜ૲͍ۤʔ

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'#Λ۩ମԽͯ͠΋Β͏ͷ΋ϙΠϯτ 19.2 ࣄނ͕ى͖ͨ͋ͱʹඇ೉ͳ͠ͷϙετϞʔςϜΛ։͘ ❌͜ͷຯḩोͳΜ͔·͍ͣʔ ⭕͜ͷຯḩोͷதͷ΄͏ΕΜ૲͍ۤʔ ɹʢ΋ͪΖΜҧ࿨ײ΋େࣄͳͷͰɺ ͦ͏͍͏࣌ʹ͸Ұॹʹߟ͑·͢ʣ

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IUUQTTQFBLFSEFDLDPN SFDSVJUFOHJOFFSTTDSVNGFTU PTBLB IUUQTXXXSFDSVJUDPKQUBMLTSFDSVJU@WPJDF LBNPNFIUNM IUUQTBUNBSLJUJUNFEJBDPKQBJUTFSJFT ஌ݟΛ֎ʹڞ༗͢Δ 19.3 Ͱ͖ΔݶΓ޿͍ൣғʹϙετϞʔςϜΛެද͢Δ

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ֶश͸·ͩ·ͩܧଓ͢Δ

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࠺DPNFTCBDL

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ෆ٢ͳ೏͍Λײ͡औ͓ͬͯΒΕΔํ΋͍ͨ ڐ୚ࡁΈ

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ʮ࠺͕ؼ͖ͬͯͨޙʯฤര஀ ·ɺ͜͜·Ͱؤு͖ͬͯͨ͠ɺͰ͖ Δͬ͠ΐɻ

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ͦΜͳ؁͍ݟཱͯ͸ ੬͘΋่ΕڈΔ

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৯ࡐͷങ͍ग़͠ ่Εग़͢ϑϩʔ ྉཧ ޙย෇͚ ௐཧث۩ͷ४උ ̏ਓ෼લఏͰߟ͑ͯ͠·͏ $PPL%Pೋശ͔ɺɺɺ ങ͍ग़͠ස౓͕׳Εͨϖʔεͱҟ ͳΓࡏݿ͗Ε ଍Γͳ͍΋ͷΛϥϯνλΠϜʹങ ͍ग़͠ʹߦͬͯ΋ྔ͕ଟ͍ ྑ͔Εͱࢥͬͯख఻͍͍ͬͯͨͩ ͨ͜ͱ͕ɺɺɺ ચ͍෺ͷྔ͕૿͑ɺ৯ચػʹ Ұ౓ͰೖΒͳ͍

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ଦੑͰ੍໿ͷมԽʹؾ෇͍͍ͯͳ͔ͬͨ ࠓ·ͰͷεςοϓͰ੍໿৚੍͕݅໿৚݅Ͱͳ͘ͳͬͨΒɺε ςοϓ1ʹ໭Δɻͨͩ͠ɺଦੑͰγεςϜͷ੍໿৚݅Λ࡞ͬͯ ͸ͳΒͳ͍ɻ

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৯ࡐͷങ͍ग़͠ ɹɹ੍໿͕มԽ͍ͯͨ͠ ྉཧ ޙย෇͚ ௐཧث۩ͷ४උ ̏ਓ෼લఏͰߟ͑ͯ͠·͏ $PPL%Pೋശ͔ɺɺɺ ങ͍ग़͠ස౓͕׳Εͨϖʔεͱҟ ͳΓࡏݿ͗Ε ଍Γͳ͍΋ͷΛϥϯνλΠϜʹങ ͍ग़͠ʹߦͬͯ΋ྔ͕ଟ͍ ྑ͔Εͱࢥͬͯख఻͍͍ͬͯͨͩ ͨ͜ͱ͕ɺɺɺ ચ͍෺ͷྔ͕૿͑ɺ৯ચػʹ Ұ౓ͰೖΒͳ͍ VQEBUFE VQEBUFE ʮਓ෼ͷྉཧΛ࡞ΔεΩ ϧɾܦݧ͕ͳ͍ʯ੍͕໿ʹ લఏ੍໿ͷফ໓

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120<-@63 = %* ')$8 + 649 7>;A"(*#&!%:.")(%5?/,B ʲࣗಈԽʳ ങ͍෺ΛωοτεʔύʔʹدͤΔʴ ֬ೝϝʔϧΛτϦΨʔʹߪೖ඼Λ؅ ཧʴΏΔ͘඼࣭؅ཧ ࡏݿɾ඼࣭؅ཧ ࣮͸҉໧తͳ੍໿͕ͳ͘ͳ͍ͬͯͨ ࣮͸҉໧తʹԼهͷ੍໿͕͋ͬͨ w ໷ʹങ͍෺ʹ͍͚ͳ͍ w ࢠͲ΋͕ى͖͍ͯΔؒ͸͕࣌ؒͳ͍ Ͱ΋ɺ࠺ͷؼࠃʹ൐੍͍໿Ͱ ͳ͘ͳ͍ͬͯΔ ʢؾ͖ͮʣࠓ͸໷ʹങ͍ग़͠ʹߦ͚Δʂ

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ͭ·Γ੍໿ͷؔ܎ੑ͕มΘ͍ͬͯΔ ੍໿ɿࣗ෼͕ਓ෼ͷྉཧΛ͢ Δͷʹ׳Ε͍ͯͳ͍ ਓ෼ͷࡏݿ؅ཧ͕Ͱ͖ͳ͍ ਓ෼Y਺೔෼ͷ৯ࡐௐୡ͕Ͱ ͖ͳ͍ ਓ෼Λಉ࣌ʹௐཧ͢ΔεΩϧ ͕ͳ͍ ˢ͜Ε͕ຊ౰ͷ੍໿ ങ͍ग़͠ʹසൟʹ͍͚ͳ͍ͷͰ όονॲཧతʹωοτεʔύʔ Ͱ·ͱΊങ͍ ❌

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੍໿ɿࣗ෼͕ਓ෼ͷྉཧΛ͢ Δͷʹ׳Ε͍ͯͳ͍ ਓ෼ͷࡏݿ؅ཧ͕Ͱ͖ͳ͍ ਓ෼Y਺೔෼ͷ৯ࡐௐୡ͕Ͱ ͖ͳ͍ ਓ෼Λಉ࣌ʹௐཧ͢ΔεΩϧ ͕ͳ͍ ˢ͜Ε͕ຊ౰ͷ੍໿ ങ͍ग़͠ʹසൟʹ͍͚ͳ͍ͷͰ όονॲཧతʹωοτεʔύʔ Ͱ·ͱΊങ͍ ❌ ݪଇʹཱͪฦΔɿϩοτΛখ͍ͨ͘͞͠ 2.3όοναΠζͷॖখ খ͞ͳόοναΠζͰ࢓ࣄΛਐΊΔ͜ͱ΋ɺεϜʔεͰૣ͍ϑϩʔΛੜΈग़ͨ͢ Ίʹॏཁͳ͜ͱͩɻ

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৯ࡐͷങ͍ग़͠ ৽ͨͳ੍໿ͱͳͬͨʮਓ෼ͷྉཧεΩϧʯʹଞͷϓϩηεΛैଐͤ͞Δ ྉཧ ޙย෇͚ ௐཧث۩ͷ४උ ࡏݿ؅ཧର৅͕ݮΔ ˠ৆ຯظݶ੾Ε͕ͳ͘ͳΔ ˠݙཱͷख໭Γ͕ͳ͘ͳΔ ˠྉཧͷෛՙ͕ݮΔ ˠ͋ͱ͸ؾ߹ͰεΩϧΞοϓ ങ͍ग़͠Λ໷ʹຖ೔࣮ࢪ Ұਓͷ࣌͸ɺϥϯν͸֎৯͕ଟ ͔ͬͨ ˠೋਓʹͳͬͨͷͰɺࣗਬʹ੾Γ ସ͑Δʢ͜͜΋੍໿ͷมԽʣ ˠϥϯνλΠϜʹ৯ચػΛ͔͚Δ Α͏ʹͳΔʢೋਓ෼ͳͷͰ༨ྗ͸ ͋Δʣ ˠேͷચ͍෺తෛ࠴ΛϥϯνͰฦ ্͢Δ

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৯ࡐͷങ͍ग़͠ ɹ໾ׂ෼୲Λߟ͑Δ ྉཧ ޙย෇͚ ௐཧث۩ͷ४උ ྑ͔Εͱࢥͬͯख఻͍͍ͬͯͨͩ ͨ͜ͱ͕ɺɺɺ

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ୈ7ষ Conwayͷ๏ଇΛ೦಄ʹஔ͍ͨ૊৫ͱΞʔΩςΫνϟͷઃܭ Conwayͷ๏ଇ͕༗རʹಇ͘Α͏ʹνʔϜͱ࢓ࣄͷߏ଄Λઃܭ͠ͳ͚Ε͹ ͳΒͳ͍ɻ΍Γํ͕·͚ͣΕ͹ɺConwayͷ๏ଇͷͨΊʹɺνʔϜ͸ಠྗ Ͱ҆શʹ࢓ࣄΛਐΊΔ͜ͱ͕Ͱ͖ͳ͘ͳΔ 23.4 ৬຿ͷ෼཭ʹର͢Δґଘ౓ΛԼ͛Δ ґଘੑΛݮΒ͠ಠཱੑΛߴΊͨ໾ׂ෼୲ ௐཧث۩ͷ४උ ར༻ ย෇͚ ͠·͏ ෩࿊૟আ ෩࿊ೖΕ ೖΔ ❌ ⭕

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18.6 มߋͷ඼࣭Λ্͛ΔͨΊʹϖΞϓϩάϥϛϯάΛ࣮ݱ͢Δ ϖΞϓϩάϥϛϯάʹ͸ɺ૊৫શମʹ஌ࣝΛ֦ࢄ͠ɺνʔϜ಺ͷ৘ใ ϑϩʔΛଅ͢ͱ͍͏ϝϦοτ΋͋Δ 50%0ϖΞϓϩͰ΍ͬͯΈΔ΋ΞϦ ௐཧث۩ͷ४උ ར༻ ย෇͚ ͠·͏ ❌

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վળΛ܁Γฦ͍ͯ͠Δ͏ͪʹय़ʹͳΓ·ͨ͠

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͜͜·Ͱͷ૯߹ԋश͕΍ͬͯ͘Δ Ϛωʔδϟʔൟ๩ظ ࢠͲ΋ͷय़ظߨशˡOFX 19.6 ճ෮ྗͱֶशΛੜΈग़ͨ͢Ίʹຊ൪؀ڥʹΤϥʔΛ஫ೖ͢Δ

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͜͜·ͰഓͬͨφϨοδΛϑϧಈһͯ͠৐Γ੾Δ ʲ৽ͨͳίϯςΩετʳ ϑϩʔͷதʹʮक़ͷૹܴʢෆఆظʣʯ͕ྲྀ͠ࠐ·ΕΔ ͦΕʹ෇ਵͯ͠ɺ৔߹ʹΑͬͯ͸ࢠͲ΋ͷ॓୊αϙʔτ͕ೖΔʢ࣮ࡍʹ͸΄ͱΜͲͳ͔ͬͨʣ ʲ༧ظͰ͖Δ΋ͷʳ ɾ࢓ࣄ࣌ؒͱͷඃΓˠଧͪ߹Θͤͷௐ੔ ɾՔಇ࣌ؒͷ֬อˠۙ͘ͷϦϞʔτΦ ϑΟεར༻ ʲख͕ճΒͳ͘ͳΔ΋ͷʳ ɾ֎৯΋׆༻ʢ୹ظͩ͠க͠ํͳ͠ʣ ʲ໾ׂ෼୲ʳ ɾʮྉཧܥૹܴʯͱʮ෩࿊४උʯͰ෼ ୲ ˠؼ୐ޙ͙͢ʹ෩࿊ʹೖΕͯɺͦͷؒʹ ༦৯ͷࢧ౓͕Ͱ͖ΔʂɻͲ͏͠Α͏΋ͳ ͍೔͸ૹܴ΋ґཔɻ

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·ͩ·ͩվળ༨஍͸͋Δ 8.1 σϕϩούʔͷੜ࢈ੑΛ্͛ΔͨΊʹڞ༗αʔϏεΛ࡞Δ ൴Β͕ࢲͨͪͷπʔϧʹґଘ͢Δͷ͸͔·͍·ͤΜ͕ɺେ੾ͳͷ͸൴ Β͕ࢲͨͪʹґଘ͠ͳ͍Α͏ʹ͢Δ͜ͱͰ͢ 18.6 มߋͷ඼࣭Λ্͛ΔͨΊʹϖΞϓϩάϥϛϯάΛ࣮ݱ͢Δ ·ͩ·ͩͰ͖͍ͯͳ͍͜ͱ