202112_FinJAWS - Speaker Deck

202112_FinJAWS

by Takuya Yonezawa

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"84ॳ৺ऀ޲͚ϋϯζΦϯΛεΫϥονͰߏஙͨ͠࿩ !'JO+"84 ໺ଜ૯߹ݚڀॴ ถᖒ୓໵

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೥ʹ໺ଜ૯߹ݚڀॴʹ৽ଔೖࣾɻۚ༥ۀքͷ͓٬༷޲͚ʹ ϑϩϯτγεςϜͷߏஙΤϯϋϯεΛ୲౰ͨ͠ޙʹδϣϒνΣϯδɻ ݱࡏ͸࢈ۀۀքͷ͓٬༷޲͚ʹ"84׆༻ํ਑΍%3ํࣜͷ੔උΛߦ͍ͭͭɺ ࣾ಺ͷ"84ॳֶऀ޲͚ҭ੒ϓϩάϥϜͷ։ൃΛ୲౰ɻ ޷͖ͳ"84αʔϏε͸4". 4UFQ'VODUJPOT $PEF#VJME ޷͖ͳٕज़͸3FBDU /FYUKT %PDLFS LT 3BODIFS UBLVZBZPOF ถᖒ୓໵ 5BLVZB:POF[BXB

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SF*OWFOUʹؔ͢Δ࿩͸ग़͖ͯ·ͤΜ🙇 ͓அΓ

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ϋϯζΦϯΛ࡞Δ͜ͱʹͳͬͨഎܠ

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ϑϩϯτγεςϜք۾Ͱ࠷ۙΑ͓͘٬༷ʹݴΘΕΔ͜ͱ ͏ʔΜɺύϫϙ͹͔ͬΓ͡ΌΠϝʔδ༙͔ͳ͍ͳɻ զʑ΋৮ͬͯΞδϟΠϧͬΆ͘ਐΊ͍͔ͨΒɺ ͏ͪͷ"84؀ڥͰϞοΫ࡞ͬͯΈͯ͘Μͳ͍ʁ ঝ஌Ͱ͢ɻͰ͸*".෷͍ग़͍ͯͩ͘͠͞ͳɻ ࣍ճͷ.5(Ͱ͸ϞοΫΛ৮Γͳ͕ΒσΟε Χογϣϯ͠·͠ΐ͏͔ɻߏஙΑΖ ϞοΫߏங࣌ ยͬ୺͔ΒݖݶୣΘΕͱΔ ຬ଍ʹ࢖͑Δͷ&$͔͠ͳ͍΍Μ͚ Ͱ΋དྷि·ͰʹϞοΫߏங͠ͳ͍ͱ͍͚ͳ͍͠ ͓٬༷ ฐࣾ ΅͘ ଧͪ߹Θͤ

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ࣾ಺ͰΑ͘ฉ͘੠ ͜Ε͔Β"84Λۀ຿Ͱ࢖͏༧ఆ͚ͩͲɺ αʔϏε͕ͨ͘͞Μ͋ͬͯ Կ͔Βษڧͨ͠Β͍͍͔શવΘ͔Βͳ͍ ੈͷτϨϯυ͔Β"84Λษڧ͍͚ͨ͠Ͳɺ "84Λ࢖ͬͯԿ͕ग़དྷΔͷ͔Α͘Θ͔Βͳ͍ ্͔࢘Β"84ͷࢿ֨Λऔಘ͢ΔΑ͏ ݴΘΕͯࢿ֨Λऔಘͨ͠΋ͷͷɺ ࣮ફྗ͕͍ͭͨؾ͕͠ͳ͍ "84ֶशΛ࢝Ί͍͚ͨͲɺҰਓͰ໧ʑ ΍ͬͯΔͱϞνϕʔγϣϯͷҡ͕࣋ਏ͍

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νʔϜઓͰείΞΛڝ͍߹͏ήʔϜܗࣜͷΠϕϯτ ͓୊ʹԊͬͯࣗ෼ͨͪͰߟ͑ͳ͕ΒγεςϜΛߏங ো֐ʢΧΦεʣʹ଱͑ΔͨΊʹγεςϜΛҭͯΔ ͨΏ·͵ύϑΥʔϚϯεͷվળFUD "84(BNF%BZ͸͝ଘ஌Ͱ͔͢ʁ IUUQTBXTBNB[PODPNKQHBNFEBZ

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νʔϜઓͰείΞΛڝ͍߹͏ήʔϜܗࣜͷΠϕϯτ ͓୊ʹԊͬͯࣗ෼ͨͪͰߟ͑ͳ͕ΒγεςϜΛߏங ো֐ʢΧΦεʣʹ଱͑ΔͨΊʹγεςϜΛҭͯΔ ͨΏ·͵ύϑΥʔϚϯεͷվળFUD "84(BNF%BZ͸͝ଘ஌Ͱ͔͢ʁ IUUQTBXTBNB[PODPNKQHBNFEBZ ʮήʔϜੑΛ΋ͨͤͭͭɺγεςϜΛҭ͍ͯͯ͘ʯ ʘ͜Εͩʂʗ

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ݚमϓϩάϥϜͷΤοηϯε ͓٬༷ʹΑ͘ݴΘΕΔ͜ͱ ϑΟʔυόοΫվળͷαΠΫϧߴ଎Խ ؀ڥͷ౷੍͸؇ΊΒΕͳ͍ɾɾɾɾɾ "84ॳֶऀͷ೰Έ "84ͰԿ͕Ͱ͖Δ͔෼͔Βͳ͍ɾɾɾ αʔϏε͕ଟ͗ͯ͢෼͔Βͳ͍ɾɾɾ ࣮ફྗ͕෇͍ͨؾ͕͠ͳ͍ɾɾɾɾɾ "84(BNF%BZ ଱ো֐ੑΛߴΊΔඞཁੑɾɾɾɾɾɾ νʔϜܗࣜʹΑΔڠௐɾɾɾɾɾɾɾ "84ʹ͓͚Δమ൘8ߏ੒ ੍ݶԼʹ͓͚ΔγεςϜߏஙͷԠ༻ྗ "84º8γεςϜߏஙʹϑΥʔΧε νʔϜܗࣜͷήʔϜੑϋϯζΦϯ γεςϜΛߴ౓Խ͍ͤͯ͘͞ͱ͍͏ܦݧ

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ϋϯζΦϯγφϦΦͷ͝঺հ

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ϋϯζΦϯγφϦΦͷΦʔόʔϏϡʔ ͭͷجװγφϦΦ গͣͭ͠γεςϜΛҭ͍ͯͯ͘ͱ͍͏ܦݧ ՝୊Λண࣮ʹΫϦΞ͍ͯ͘͠ͱ͍͏੒ޭମݧ "84্ͰͷγεςϜߏஙʹ͋ͨΔϋϚϦϙΠϯτΛֶͿ "84ʹ͓͚Δ8γεςϜߏஙʹϑΥʔΧε Ћͷ௥ՃγφϦΦ 93BZΛར༻ͨ͠&&τϨʔγϯά $MPVE'SPOUʷ8"'Λ༻͍ͨηΩϡϦςΟ޲্ $MPVE'SPOU΁ͷΞΫηεϩάΛ4ʹग़ྗ FUD ຊ೔͝঺հ

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4UFQॳظߏ੒ ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) VPC ap-northeast-1a ap-northeast-1c Public Subnet Private Subnet Public Subnet Private Subnet Security Group ؅ཧΞΧ΢ϯτ Security Group

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4UFQ".*͔Β&$Λىಈ ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) VPC ap-northeast-1a ap-northeast-1c Private Subnet Public Subnet Private Subnet Security Group Public Subnet Security Group ؅ཧΞΧ΢ϯτ ॳظ".*

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؅ཧΞΧ΢ϯτ ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) VPC ap-northeast-1a ap-northeast-1c Private Subnet Private Subnet Public Subnet Security Group 4UFQηΩϡϦςΟάϧʔϓ݀։͚ Public Subnet Security Group )551)551444) ࢀՃऀ

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Public Subnet Security Group ؅ཧΞΧ΢ϯτ ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) ap-northeast-1a ap-northeast-1c Private Subnet Private Subnet Public Subnet Security Group ࢀՃऀ 4UFQ8αʔόߏஙPO&$ ࣄલ֨ೲࡁΈ 8ίϯςϯπ /HJOYߏங ίϯςϯπऔಘ VPC 44)

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Public Subnet Security Group ؅ཧΞΧ΢ϯτ ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) ap-northeast-1a ap-northeast-1c Private Subnet Private Subnet Public Subnet Security Group ࢀՃऀ 4UFQ4FSWFSMFTT -BNCEB%ZOBNP%# 1ZUIPOX#PUP %ZOBNP%#ΑΓ Ϩίʔυऔಘ ߏஙࡁ%ZOBNP%# VPC )551

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Public Subnet Security Group ؅ཧΞΧ΢ϯτ ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) ap-northeast-1a ap-northeast-1c Private Subnet Private Subnet Public Subnet Security Group ࢀՃऀ 4UFQ4FSWFSMFTT -BNCEB%ZOBNP%# 1ZUIPOX#PUP %ZOBNP%#ΑΓ Ϩίʔυऔಘ ߏஙࡁ%ZOBNP%# VPC )551 ॱௐʹߏஙͰ͖ͯ΋هԱʹ࢒Βͳ͍Ͱ͢ΑͶʁ😇

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Public Subnet Security Group ؅ཧΞΧ΢ϯτ ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) ap-northeast-1a ap-northeast-1c Private Subnet Private Subnet ࢀՃऀ 4UFQ$IBPTͷ஫ೖʙ4&͸τϥϒϧԼͰ੒௕͢Δʙ 1ZUIPOX#PUP %ZOBNP%#ΑΓ Ϩίʔυऔಘ ߏஙࡁ%ZOBNP%# VPC )551 Public Subnet Security Group ӡӦ &$ఀࢭ

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4UFQ"-#ʷ&$"VUP4DBMJOH ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) ap-northeast-1a ap-northeast-1c Public Subnet Security Group ؅ཧΞΧ΢ϯτ Security Group Private Subnet Private Subnet Public Subnet ࢀՃऀ ߏஙͨ͠&$ΑΓ ".*Λ࡞੒ ".*ΑΓىಈςϯϓϨʔτͱ "VUP4DBMJOHάϧʔϓΛ࡞੒ "-#PO1VCMJD4VCOFU ͔Βͷ௨৴ͷΈ"MMPX VPC )551

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4UFQ$IBPT͸࠶ͼ๚ΕΔ ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) ap-northeast-1a ap-northeast-1c Public Subnet Security Group ؅ཧΞΧ΢ϯτ Security Group Public Subnet ࢀՃऀ ߏஙͨ͠&$ΑΓ ".*Λ࡞੒ ".*ΑΓىಈςϯϓϨʔτͱ "VUP4DBMJOHάϧʔϓΛ࡞੒ "-#PO1VCMJD4VCOFU ͔Βͷ௨৴ͷΈ"MMPX VPC )551 Private Subnet Private Subnet ӡӦ &$ఀࢭ

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4UFQ੩త8ϗεςΟϯάPO4 ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) VPC ap-northeast-1a ap-northeast-1c Public Subnet Private Subnet Public Subnet Private Subnet Security Group ؅ཧΞΧ΢ϯτ Security Group ࢀՃऀ )551 8ϗεςΟϯά PO4

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4UFQ$MPVE'SPOU഑ஔ ࢀՃऀΞΧ΢ϯτ Region (ap-northeast-1) VPC ap-northeast-1a ap-northeast-1c Public Subnet Private Subnet Public Subnet Private Subnet Security Group ؅ཧΞΧ΢ϯτ Security Group ࢀՃऀ )5514 0"* 4௚ΞΫηεΛ%FOZ

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ϋϯζΦϯͷཪଆ

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։ൃΛศརʹͯ͘͠ΕΔ ͯ͘͠Εͨ "84αʔϏε "84 0SHBOJ[BUJPOT "84 4JOHMF4JHO0O $MPVE'PSNBUJPO 4UBDL4FUT 4UFQ'VODUJPOT $PEF#VJME

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ΞΧ΢ϯτߏ੒ʢ؀ڥͷσϦόϦʔతͳ࿩ʣ ࢀՃऀΞΧ΢ϯτ 1 ؅ཧΞΧ΢ϯτ ࢀՃऀ06 ɾɾɾ 0SHBOJ[BUJPOT ࢀՃऀ؀ڥ 5FNQMBUF 4UBDL ࢀՃऀΞΧ΢ϯτ 2 ࢀՃऀΞΧ΢ϯτ n 4UFQ'VODUJPOT 8ίϯςϯπ 4UBDL 8ίϯςϯπ 4UBDL 8ίϯςϯπ $PEF#VJME $MPVE'PSNBUJPO 4UBDL4FUT

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ΞΧ΢ϯτߏ੒ʢ؀ڥͷσϦόϦʔతͳ࿩ʣ ؅ཧΞΧ΢ϯτ ࢀՃऀ06 0SHBOJ[BUJPOT 4UFQ'VODUJPOT 8ίϯςϯπ 8ίϯςϯπ 8ίϯςϯπ $PEF#VJME ࢀՃऀΞΧ΢ϯτ 1 ࢀՃऀΞΧ΢ϯτ 2 ࢀՃऀΞΧ΢ϯτ n ࢀՃऀ؀ڥ 5FNQMBUF 4UBDL 4UBDL 4UBDL $MPVE'PSNBUJPO 4UBDL4FUT ΞΧ΢ϯτຖͷύϥϝʔλࠩ෼ʢ"1*(BUFXBZͷύεͳ΍ΞΧ΢ϯτ *%ʣΛٵऩ͢ΔͨΊʹ4UFQ'VODUJPOTº*OQVUύϥϝʔλͰϥοϓɻ 4%,֦ॆΞοϓσʔτͷ௚ޙͩͬͨͷͰͱΓ͋͑ͣ࢖ͬͯΈ͔ͨͬͨ 06ʹରͯ͠ΦʔτσϓϩΠઃఆΛೖΕ͓͚ͯ͹ɺ 06ʹΞΧ΢ϯτΛͿΒԼ͛ͨλΠϛϯάͰ ࣗಈతʹ4UBDLΛσϓϩΠɺ؀ڥ͕Ͱ͖͕͋Δ ɾɾɾ ΞΧ΢ϯτຖͷύϥϝʔλࠩ෼ʢ"1*(BUFXBZͷύεͳ΍ΞΧ΢ϯτ *%ʣΛٵऩ͢ΔͨΊʹ4UFQ'VODUJPOTº*OQVUύϥϝʔλͰϥοϓɻ 4%,֦ॆΞοϓσʔτͷ௚ޙͩͬͨͷͰͱΓ͋͑ͣ࢖ͬͯΈ͔ͨͬͨ ࢀՃऀΞΧ΢ϯτ͸͍ΘΏΔʮۚଠ࿠᷒ʯͳͷͰ 4UBDL4FUTͰͷࣗಈσϓϩΠ͕Ϛονͯͨ͠

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؅ཧΞΧ΢ϯτ ΞΧ΢ϯτߏ੒ʢ؀ڥͷσϦόϦʔతͳ࿩ʣ ࢀՃऀ06 0SHBOJ[BUJPOT ࢀՃऀ؀ڥ 5FNQMBUF 4UBDL 4UBDL 4UBDL $MPVE'PSNBUJPO 4UBDL4FUT 4UFQ'VODUJPOT $PEF#VJME ࢀՃऀΞΧ΢ϯτ 1 ɾɾɾ ࢀՃऀΞΧ΢ϯτ 2 ࢀՃऀΞΧ΢ϯτ n 8ίϯςϯπ 8ίϯςϯπ 8ίϯςϯπ ΞΧ΢ϯτຖͷύϥϝʔλࠩ෼ʢ"1*(BUFXBZͷύεͳ΍ΞΧ΢ϯτ *%ʣΛٵऩ͢ΔͨΊʹ4UFQ'VODUJPOTº*OQVUύϥϝʔλͰϥοϓɻ 4%,֦ॆΞοϓσʔτͷ௚ޙͩͬͨͷͰͱΓ͋͑ͣ࢖ͬͯΈ͔ͨͬͨ ΞΧ΢ϯτຖͷύϥϝʔλࠩ෼ ʢ"1*(BUFXBZͷύεɺΞΧ΢ϯτ*%ɺFUDʣ Λٵऩ͢ΔͨΊʹ4UFQ'VODUJPOTͰϥοϓ ΞΧ΢ϯτຖͷύϥϝʔλࠩ෼ʢ"1*(BUFXBZͷύεͳ΍ΞΧ΢ϯτ *%ʣΛٵऩ͢ΔͨΊʹ4UFQ'VODUJPOTº*OQVUύϥϝʔλͰϥοϓɻ 4%,֦ॆΞοϓσʔτͷ௚ޙͩͬͨͷͰͱΓ͋͑ͣ࢖ͬͯΈ͔ͨͬͨ 4%,֦ॆΞοϓσʔτͷ௚ޙͩͬͨͷͰͱΓ͋͑ͣ ࢖ͬͯΈ͔ͨͬͨʢ͖ͬͱ$PEF1JQFMJOFͰ΋ग़དྷΔʣ

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ΞΧ΢ϯτߏ੒ʢ౷੍తͳ࿩ʣ ࢀՃऀ06 0SHBOJ[BUJPOT ࢀՃऀΞΧ΢ϯτ 1 ࢀՃऀΞΧ΢ϯτ 2 ࢀՃऀΞΧ΢ϯτ n ӡӦάϧʔϓ ࢀՃऀάϧʔϓ1 ࢀՃऀάϧʔϓ2 ࢀՃऀάϧʔϓn "84440 ؅ཧΞΧ΢ϯτ ɾɾɾ "ENJOJTUSBUPS "ENJOJTUSBUPS "ENJOJTUSBUPS "ENJOJTUSBUPS 4$11PMJDZ $PO fi H ɾɾɾ

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ΞΧ΢ϯτߏ੒ʢ౷੍తͳ࿩ʣ 0SHBOJ[BUJPOT 4$11PMJDZ $PO fi H ࢀՃऀ06 ࢀՃऀΞΧ΢ϯτ 1 ࢀՃऀΞΧ΢ϯτ 2 ࢀՃऀΞΧ΢ϯτ n ӡӦάϧʔϓ ࢀՃऀάϧʔϓ1 ࢀՃऀάϧʔϓ2 ࢀՃऀάϧʔϓn "84440 ؅ཧΞΧ΢ϯτ ɾɾɾ "ENJOJTUSBUPS "ENJOJTUSBUPS "ENJOJTUSBUPS "ENJOJTUSBUPS ΞΧ΢ϯτຖͷύϥϝʔλࠩ෼ʢ"1*(BUFXBZͷύεͳ΍ΞΧ΢ϯτ *%ʣΛٵऩ͢ΔͨΊʹ4UFQ'VODUJPOTº*OQVUύϥϝʔλͰϥοϓɻ 4%,֦ॆΞοϓσʔτͷ௚ޙͩͬͨͷͰͱΓ͋͑ͣ࢖ͬͯΈ͔ͨͬͨ "84440Λར༻ͯ͠ ࢀՃऀͷΞΧ΢ϯτΞΫηεݖݶΛ੍ޚ ΞΧ΢ϯτຖͷύϥϝʔλࠩ෼ʢ"1*(BUFXBZͷύεͳ΍ΞΧ΢ϯτ *%ʣΛٵऩ͢ΔͨΊʹ4UFQ'VODUJPOTº*OQVUύϥϝʔλͰϥοϓɻ 4%,֦ॆΞοϓσʔτͷ௚ޙͩͬͨͷͰͱΓ͋͑ͣ࢖ͬͯΈ͔ͨͬͨ ؅ཧऀάϧʔϓ͸ࢀՃऀϑΥϩʔͷͨΊ 06഑ԼͷΞΧ΢ϯτʹ΋ϩάΠϯݖݶΛ෇༩ ɾɾɾ

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ΞΧ΢ϯτߏ੒ʢ౷੍తͳ࿩ʣ 0SHBOJ[BUJPOT ӡӦάϧʔϓ ࢀՃऀάϧʔϓ1 ࢀՃऀάϧʔϓ2 ࢀՃऀάϧʔϓn "84440 ؅ཧΞΧ΢ϯτ ɾɾɾ "ENJOJTUSBUPS "ENJOJTUSBUPS "ENJOJTUSBUPS "ENJOJTUSBUPS ࢀՃऀ06 ࢀՃऀΞΧ΢ϯτ 1 ࢀՃऀΞΧ΢ϯτ 2 ࢀՃऀΞΧ΢ϯτ n 4$11PMJDZ $PO fi H ɾɾɾ ΞΧ΢ϯτຖͷύϥϝʔλࠩ෼ʢ"1*(BUFXBZͷύεͳ΍Ξ Χ΢ϯτ*%ʣΛٵऩ͢ΔͨΊʹ4UFQ'VODUJPOTº*OQVUύϥ ϝʔλͰϥοϓɻ 4%,֦ॆΞοϓσʔτͷ௚ޙͩͬͨͷͰͱΓ͋͑ͣ࢖ͬͯΈ ͔ͨͬͨ 0SHBOJ[BUJPOº4$1ʹͯɺࣾ಺ϧʔϧΛҳ୤ ͠ͳ͍Α͏༧๷తΨʔυϨʔϧΛෑઃ ʢFY(SPVOE4UBUJPO࢖ͬͯӉ஦ͱͭͳ͍ͩΖʂʣ ΞΧ΢ϯτຖͷύϥϝʔλࠩ෼ʢ"1*(BUFXBZͷύεͳ΍Ξ Χ΢ϯτ*%ʣΛٵऩ͢ΔͨΊʹ4UFQ'VODUJPOTº*OQVUύϥ ϝʔλͰϥοϓɻ 4%,֦ॆΞοϓσʔτͷ௚ޙͩͬͨͷͰͱΓ͋͑ͣ࢖ͬͯΈ ͔ͨͬͨ ࢀՃऀଆͰඞཁҎ্ͷݖݶΛ։์ͨ͠৔߹͸ $PO fi Hͷࣗݾम෮ϧʔϧΛద༻͢Δɺ ൃݟతΨʔυϨʔϧΛෑઃ

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͜͜·Ͱ࡞Δͷʹ໿ϲ݄

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