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KubernetesのSecret管理~Vaultへの超入門~/Vault on Kubernetes
2023/04/17 Kubernetes Novice Tokyo #24
KubernetesのSecret管理~Vaultへの超入門~
セッション動画
https://k8s-novice-jp.connpass.com/event/278196/
https://www.youtube.com/watch?v=yDwB42kn9gw&t=2352s
mochizuki875
April 17, 2023
Transcript
57 slides
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͡Ίʹ ۙɺγʔΫϨοτใͷཧ͕ͱͯॏཁʹͳ͍ͬͯΔதͰɺ ͲͷΑ͏ʹཧ͢Δͷ͕ྑ͍ͷ͔Ή͜ͱ͕ଟ͍͔ͱࢥ͍·͢ɻ దͳཧΛ͠ͳ͚ΕɺγʔΫϨοτใ༷ʑͳՕॴʹࢄͯ͠ஔ͔Εͯ͠·͍ɺ ख͕͚ΒΕͳ͍ঢ়ଶʹͳͬͯ͠·͍·͢ɻ ͦ͜ͰࠓճɺγʔΫϨοτใΛҰݩతʹཧͰ͖ɺ ,VCFSOFUFTͷϦιʔεͱ༻ҙʹ࿈ܞͤ͞Δ͜ͱ͕Ͱ͖Δ)BTIJDPSQ7BVMUͱ͍͏ πʔϧΛհ͍͖ͤͯͨͩ͞·͢ɻ ຊ-5Ͱɺ7BVMUͷΠϯετʔϧ͔Βɺ༷ʑͳγʔΫϨοτใͷऔಘํ๏ʹؔͯ͠ͷ ͓Λ͖ͤͯ͞·͢ɻ
ཁ7BVMUͰ,VCFSOFUFTͷ4FDSFUཧ ͬͯΈͨͥͱ͍͏͓Ͱ͢ -
4FDSFUཧ ,VCFSOFUFTͰػີใΛѻ͏γʔϯʹ͓͍ͯɺ ,VCFSOFUFTͰ4FDSFUϦιʔεΛ༻͍ͯ1PEʹػີใΛ͢͜ͱ͕Ͱ͖·͢ɻ BQJ7FSTJPOW LJOE1PE TQFD FOW4FDSFUͷΛڥมʹઃఆ OBNF64&3/"/&ڥม໊
WBMVF'SPN TFDSFU,FZ3FG OBNFOPWJDFBQQTFDSFU4FDSFU໊ LFZVTFSOBNF OBNF1"44803%ڥม໊ WBMVF'SPN TFDSFU,FZ3FG OBNFOPWJDFBQQTFDSFU4FDSFU໊ LFZQBTTXPSE WPMVNF.PVOUT4FDSFUΛ7PMVNFͱͯ͠.PVOU OBNFDPO fi H NPVOU1BUINOUDPO fi H SFBE0OMZUSVF WPMVNFT OBNFDPO fi H TFDSFU TFDSFU/BNFOPWJDFBQQTFDSFU OPWJDFBQQZBNM OPWJDFBQQTFDSFU OPWJDFBQQ -
4FDSFUཧ BQJ7FSTJPOW LJOE4FDSFU NFUBEBUB OBNFOPWJDFBQQTFDSFU OBNFTQBDFOPWJDFBQQ UZQF0QBRVF EBUB QBTTXPSE6&'56E16L2Y.K./2 VTFSOBNF77/'6K&Z.[2
Ұൠతʹ4FDSFUϦιʔεҎԼͷΑ͏ͳϚχϑΣετϑΝΠϧ͔Β࡞ՄೳͰ͢ɻ ͔͠͠ͳ͕Β͜ΕͩͱϑΝΠϧͦͷͷʹ୭ͰσίʔυՄೳͳػີใΛهࡌ͢Δ͜ͱʹͳΓɺ ϚχϑΣετϑΝΠϧͷཧํ๏͕՝ͱͳΓ·͢ɻ OPWJDFBQQTFDSFUZBNM FDIPE9/MDK&Z.[2cCBTFE VTFS FDIPD('[DEWDN2Y.K./2cCBTFE QBTTXPSE ͜ͷ͍͑ͬͯ͞Ε୭ͰσίʔυՄೳ OPWJDFBQQTFDSFU OPWJDFBQQ TFDSFUZBNM ίϨΛͲ͏ཧ͢Δ͔ 64&3/".&VTFS 1"44803%QBTTXPSE #BTFͰΤϯίʔυ͍ͯ͠Δ͚ͩ -
7BVMU 8IBUJT7BVMU IUUQTEFWFMPQFSIBTIJDPSQDPNWBVMU 4FDVSF TUPSF BOEUJHIUMZDPOUSPMBDDFTTUPUPLFOT QBTTXPSET DFSUJ
fi DBUFT FODSZQUJPOLFZTGPSQSPUFDUJOHTFDSFUT BOEPUIFSTFOTJUJWFEBUBVTJOHB6* $-* PS)551"1* <ҙ༁> ྑ͍ײ͡ʹػີใΛཧͯ͠ѻ͑Δ -
7BVMUͷΠϯετʔϧ ࠓճݕূ͚ʹҎԼͷΑ͏ͳઃఆΛ༻͍·ͨ͠ɻ %FW4FSWFS EFWFOBCMFEUSVF ͱ͍͏ݕূ༻ͷ01༻ҙ͞Ε͍ͯΔͨΊ ͦͪΒΛ༻͍ͯྑ͍͔͠Ε·ͤΜɻ˞ະݕূ TFSWFS JOHSFTTJOHSFTTઃఆ FOBCMFEUSVF JOHSFTT$MBTT/BNFOHJOY
IPTUT IPTUWBVMUFYBNQMFDPN QBUIT<> EBUB4UPSBHF FOBCMFEGBMTF17$࡞ͷແޮԽ ݕূ༻ VJ8FC6*Λ༗ޮԽ FOBCMFEUSVF DTJTFDSFUTTUPSFDTJESJWFSQSPWJEFSWBVMUΛΠϯετʔϧ FOBCMFEUSVF WBMVFTZBNM Con fi gure Vault Helm Chart https://developer.hashicorp.com/vault/tutorials/kubernetes/kubernetes-raft-deployment-guide#con fi gure-vault-helm-chart "Dev" Server Mode https://developer.hashicorp.com/vault/docs/concepts/dev-server -
7BVMUͷΠϯετʔϧ Πϯετʔϧྃޙ7BVMU4FBMFEͱݺΕΔঢ়ଶ࣌ͳ͓ͬͯΓɺ جຊతʹ7BVMUͷػೳΛར༻ग़དྷͳ͍ 7BVMUʹอଘ͞Ε͍ͯΔσʔλʹΞΫηεͰ͖ͳ͍ ঢ়ଶʹ ͳ͍ͬͯ·͢ɻ LVCFDUMOWBVMUHFUQP /".&3&"%:45"5643&45"354"(& WBVMU3VOOJOHT WBVMUBHFOUJOKFDUPSECCDGI[3VOOJOHT
WBVMUDTJQSPWJEFSI[[3VOOJOHT WBVMUDTJQSPWJEFSTTMO3VOOJOHT WBVMUDTJQSPWJEFSWKI3VOOJOHT Seal/Unseal https://developer.hashicorp.com/vault/docs/concepts/seal -
7BVMUͷΠϯετʔϧ 7BVMU1PEʹFYFD͠ॳظԽίϚϯυΛ࣮ߦ͢Δ͜ͱͰҎԼͷΑ͏ʹ6OTFBM,FZͱ3PPU5PLFO ͕͍ग़͞Ε·͢ɻ ˞ࠓճσϞ༻ʹ֤Λެ։͍ͯ͠·͕͢ɺ࣮ࡍ͜ΕΒͷػີใʹ֘͢ΔͨΊެ։͠ͳ͍Α͏ʹ͍ͯͩ͘͠͞ɻ LVCFDUMFYFDTUEJOUSVFUUZUSVFWBVMUOWBVMUWBVMUPQFSBUPSJOJU 6OTFBM,FZH %(8+46T*04NR(#"VUW/ 8"W5,8L[0JBX( 6OTFBM,FZ)250SVCINCBQ$:L,QJXYKVY*13HV:4P0Y3706 6OTFBM,FZ;KM6$U9"LW"'V16UKY89I[B[#H1L0GRS/R&-H["
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
7BVMUͷΠϯετʔϧ ࢀߟ 7BVMU͕σʔλʹΞΫηε͢ΔͨΊʹSPPULFZΛσίʔυͰ͖Δඞཁ͕͋Δɻ SPPULFZ6OTFBM,FZͰσίʔυͰ͖ΔͨΊɺ6OTFBM,FZΛ7BVMUʹͯ͠σʔλʹΞΫηεͰ͖Δ Α͏ʹ͢Δ࡞ۀ͕6OTFBMʹ֘͢Δɻ ·ͨɺ6OTFBM,FZ4IBNJST4FDSFU4IBSJOHͱ͍͏ΈΛ༻͍ͯࢄཧ͞ΕΔɻ Seal/Unseal https://developer.hashicorp.com/vault/docs/concepts/seal 7BVMUͷσʔλΛ σίʔυ͢ΔͨΊͷ伴
ˠSPPULFZͰΤϯίʔυ͞Ε͍ͯΔ &ODSZQUJPO,FZΛ σίʔυ͢ΔͨΊͷ伴 ˠ6OTFBM,FZͰΤϯίʔυ͞Ε͍ͯΔ SPPULFZΛσίʔυ͢ΔͨΊͷ伴 -
7BVMUΛ༻͍ͨ,VCFSOFUFTͷ4FDSFUཧ 7BVMUͰཧ͞Ε͍ͯΔػີใʹ,VCFSNFUFT͔ΒΞΫηε͢ΔͨΊʹɺ ԿΒ͔ͷํ๏Ͱ7BVMUଆͰೝূೝՄΛߦ͏ඞཁ͕͋Γ·͢ɻ ɹೝূ7BVMUͰ,VCFSOFUFTͷ4FSWJDF"DDPVOUΛ༻͍ͯೝূΛߦ͏ํ๏͕ఏڙ͞Ε͍ͯΔ ɹೝՄ7BVMUͷ3PMFɺ1PMJDZͱ͍͏ΈΛ༻͍ͯػີใͷΞΫηεΛ੍ޚ͢Δ Kubernetes Auth Method https://developer.hashicorp.com/vault/docs/auth/kubernetes ,VCFSOFUFT
4FSWJDF"DDPVOU 7BVMU 3PMF 1PMJDZ 4FDSFUT 4FSWJDF"DDPVOUΛͬͯ 7BVMU্ͷػີใΛऔಘ 64&3/".&VTFS 1"44803%QBTTXPSE 4FSWJDF"DDPVOUΛͬͯ ͱඥ͚ͨ3PMFΛ༻͍ͯ ػີใʹΞΫηε ػີใͷΞΫηεݖΛઃఆ ˞7BVMU4FSWJDF"DDPVOUΛͬͨϦΫΤετΛड͚ͨΒɺ ɹ,VCFSOFUFT"1*ʹϦΫΤετΛߦ͍ ɹ5PLFOͷݕূΛߦ͏ -
&YUFSOBM4FDSFU0QFSBUPSΛ༻͍Δύλʔϯ &YUFSOBM4FDSFU0QFSBUPS *OUSPEVDUJPO IUUQTFYUFSOBMTFDSFUTJPW &YUFSOBM4FDSFUT0QFSBUPSJTB,VCFSOFUFTPQFSBUPSUIBUJOUFHSBUFTFYUFSOBMTFDSFUNBOBHFNFOUTZTUFNT MJLF"844FDSFUT.BOBHFS )BTIJ$PSQ7BVMU (PPHMF4FDSFUT.BOBHFS "[VSF,FZ7BVMU
*#.$MPVE4FDSFUT .BOBHFS BOENBOZNPSF5IFPQFSBUPSSFBETJOGPSNBUJPOGSPNFYUFSOBM"1*TBOEBVUPNBUJDBMMZJOKFDUTUIF WBMVFTJOUPB,VCFSOFUFT4FDSFU <ҙ༁> ྑ͍ײ͡ʹ֎෦͔ΒػີใΛऔಘͯ͠,VCFSOFUFTͷ4FDSFUΛ࡞Δ ҼΈʹ&YUFSOBM4FDSFU0QFSBUPS7BVMUҎ֎ʹ༷ʑͳ,.4ΛόοΫΤϯυͱͯ͠༻Ͱ͖Δɻ IUUQTFYUFSOBMTFDSFUTJPWJOUSPEVDUJPOTUBCJMJUZTVQQPSU FYUFSOBMTFDSFUTJP IUUQTFYUFSOBMTFDSFUTJP -
&YUFSOBM4FDSFU0QFSBUPSΛ༻͍Δύλʔϯ ,VCFSOFUFT 7BVMU 4FDSFUT 64&3/".&VTFS 1"44803%QBTTXPSE &YUFSOBM 4FDSFU 0QFSBUPS "11
FYUFSOBMTFDSFUZBNM ػີใΛؚ·ͳ͍ ,FZͷΈ 64&3/".& 1"44803% 4FDSFU4UPSF &YUFSOBM4FDSFU 64&3/".&VTFS 1"44803%QBTTXPSE ᶃ&YUFSOBM4FDSFUΛ࡞ ᶄ7BVMUͷΞΫηεใΛऔಘ ᶅ7BVMU͔ΒػີใΛऔಘ ᶆऔಘͨ͠ػີใ͔Β4FDSFUΛ࡞ &YUFSOBM4FDSFU0QFSBUPSΛར༻͢Δ͜ͱͰɺػີใΛؚ·ͳ͍&YUFSOBM4FDSFUΛհͯ͠ 7BVMU্ͷػີใ͔Β4FDSFUΛ࡞͢Δ͜ͱ͕Ͱ͖·͢ɻ -
&YUFSOBM4FDSFU0QFSBUPSΛ༻͍Δύλʔϯ ,VCFSOFUFTʹ)FMNΛ༻͍ͯ&YUFSOBM4FDSFU0QFSBUPSΛΠϯετʔϧ͠·͢ɻ ·ͨɺ&YUFSOBM4FDSFU0QFSBUPS͕7BVMUʹΞΫηε͢ΔͨΊͷใΛؚΉ4FDSFU4UPSFΛ ࡞͠·͢ɻ IFMNSFQPBEEFYUFSOBMTFDSFUTIUUQTDIBSUTFYUFSOBMTFDSFUTJP IFMNSFQPVQEBUF IFMNJOTUBMMFYUFSOBMTFDSFUTa FYUFSOBMTFDSFUTFYUFSOBMTFDSFUTa OFYUFSOBMTFDSFUTa DSFBUFOBNFTQBDF
ˈLVCFDUMBQQMZGTFDSFUTUPSFWBVMULTZBNM -
&YUFSOBM4FDSFU0QFSBUPSΛ༻͍Δύλʔϯ 4FDSFU4UPSFͰҎԼͷΑ͏ʹ7BVMUͷΤϯυϙΠϯτػີใͷ֨ೲઌɺ ೝূʹ༻͍Δ4FSWJDF"DDPVOU3PMFΛఆ͍ٛͯ͠·͢ɻ BQJ7FSTJPOFYUFSOBMTFDSFUTJPWCFUB LJOE4FDSFU4UPSF NFUBEBUB OBNFWBVMUCBDLFOE OBNFTQBDFOPWJDFBQQ TQFD QSPWJEFS
WBVMU TFSWFSIUUQWBVMUWBVMU7BVMUͷΤϯυϙΠϯτ QBUIOPWJDF7BVMU্ͷػີใ֨ೲઌ 4FDSFUT&OHJOFT໊ WFSTJPOW BVUI LVCFSOFUFT NPVOU1BUILVCFSOFUFT7BVMU্ͷ"VUIFOUJDBUJPO.FUIPE໊ SPMFOPWJDFBQQ7BVMU্Ͱͷ3PMF 7BVMU্Ͱࢀর͢Δ1BUIͷΞΫηεݖΛ༩͓ͯ͘͠ TFSWJDF"DDPVOU3FG OBNFOPWJDFWBVMUTBWBVMUͷೝূʹ༻͍Δ4FSWJDF"DDPVOU TFDSFUTUPSFWBVMULTZBNM -
&YUFSOBM4FDSFU0QFSBUPSΛ༻͍Δύλʔϯ 7BVMU͔ΒػີใΛऔಘͯ͠4FDSFUΛ࡞͢ΔͨΊͷ&YUFSOBM4FDSFUΛ࡞ͯ͠Έ·͢ɻ BQJ7FSTJPOFYUFSOBMTFDSFUTJPWCFUB LJOE&YUFSOBM4FDSFU NFUBEBUB OBNFFYUFSOBMTFDSFUOPWJDFBQQ OBNFTQBDFOPWJDFBQQ TQFD SFGSFTI*OUFSWBMT TFDSFU4UPSF3FG
OBNFWBVMUCBDLFOE༻͢Δ4FDSFU4UPSF໊ LJOE4FDSFU4UPSF UBSHFU OBNFOPWJDFBQQTFDSFUGSPNFYUFSOBMTFDSFU࡞͢ΔTFDSFU໊ EBUB TFDSFU,FZVTFSOBNFTFDSFUͰͷEBUB໊ SFNPUF3FG LFZBQQDPO fi HWBVMU্Ͱͷύε QSPQFSUZ64&3/".&WBVMU্ͰͷLFZ TFDSFU,FZQBTTXPSETFDSFUͰͷEBUB໊ SFNPUF3FG LFZBQQDPO fi HWBVMU্Ͱͷύε QSPQFSUZ1"44803%WBVMU্ͰͷLFZ FYUFSOBMTFDSFUOPWJDFBQQZBNM ͜ͷ෦Ͱऔಘ͢Δػີใͷ,FZΛࢦఆ -
&YUFSOBM4FDSFU0QFSBUPSΛ༻͍Δύλʔϯ ҎԼͷΑ͏ʹɺػີใΛؚ·ͳ͍&YUFSOBM4FDSFUΛ࡞͢Δ͜ͱͰ ػີใΛؚΉ4FDSFU͕ࣗಈ࡞͞ΕΔ͜ͱ͕͔Γ·͢ɻ ·ͨɺ7BVMUଆͰػີใͷߋ৽Λߦͳͬͨ߹Ͱͦͷ͕4FDSFUʹࣗಈө͞Ε·͢ɻ LVCFDUMBQQMZGFYUFSOBMTFDSFUOPWJDFBQQZBNM FYUFSOBMTFDSFUFYUFSOBMTFDSFUTJPFYUFSOBMTFDSFUOPWJDFBQQDSFBUFE LVCFDUMOOPWJDFBQQHFUTFDSFU /".&5:1&%"5""(& OPWJDFBQQTFDSFUGSPNFYUFSOBMTFDSFU0QBRVFT LVCFDUMOOPWJDFBQQHFUTFDSFUOPWJDFBQQTFDSFUGSPNFYUFSOBMTFDSFUPKTPOQBUI\EBUB^
\QBTTXPSED('[DEWDN2Y.K./2 VTFSOBNFE9/MDK&Z.[2^ FDIPE9/MDK&Z.[2cCBTFE VTFS FDIPD('[DEWDN2Y.K./2cCBTFE QBTTXPSE &YUFSOBM4FDSFUΛ࡞ ػີใΛؚΉ4FDSFU͕ࣗಈ࡞͞Εͨ -
7BVMU"HFOUΛ༻͍Δύλʔϯ 7BVMU"HFOU*OKFDUPSͱݺΕΔػೳʹΑΓɺ1PE࡞࣌ʹ7BVMU"HFOU͕*OJU$POUBJOFS͓Αͼ 4JEFDBS$POUBJOFSͱͯ͠ૠೖ͞Εɺػີใ͕ϑΝΠϧͱͯ͠ڞ༗ϘϦϡʔϜʹ࡞͞Ε·͢ɻ ,VCFSOFUFT 7BVMU 4FDSFUT 64&3/".&VTFS 1"44803%QBTTXPSE "11 ᶄ7BVMU͔ΒػີใΛऔಘ
*OJU 64&3/".&VTFS 1"44803%QBTTXPSE FNQUZ%JS .FNPSZ WBVMUBHFOUJOKFDUPS ᶃ1PEىಈ࣌ʹ*OJU$POUBJOFSͱ ɹ4JEFDBS$POUBJOFSΛૠೖ .VUBUJPO8FCIPPL ᶅڞ༗ϘϦϡʔϜʹػີใΛϑΝΠϧͱͯ֨͠ೲ 4JEFDBS -
7BVMU"HFOUΛ༻͍Δύλʔϯ 7BVMU্ͷػີใΛར༻͢Δ1PEΛ࡞͠·͢ɻ 7BVMU"HFOUΛ༻͍ΔύλʔϯͰNFUBEBUBBOOPUBUJPOTͰػີใऔಘʹؔ͢Δ ༷ʑͳใΛઃఆ͠·͢ɻ BQJ7FSTJPOW LJOE1PE NFUBEBUB OBNFOPWJDFBQQ OBNFTQBDFOPWJDFBQQ MBCFMT
SVOOPWJDFBQQ BOOPUBUJPOT JOKFDUPSʹΑΔWBVMUBHFOUͷૠೖΛ༗ޮԽ WBVMUIBTIJDPSQDPNBHFOUJOKFDUUSVF JOJUDPOUBJOFSͷΈ TJEFDBSJOKFDU͠ͳ͍ WBVMUIBTIJDPSQDPNBHFOUQSFQPQVMBUFPOMZUSVF ༻͢ΔWBVMU্ͷSPMFΛࢦఆ WBVMUIBTIJDPSQDPNSPMFOPWJDFBQQ WBVMUTFDSFUTԼʹBQQDPO fi HUYUͱ͍͏ϑΝΠϧ͕࡞͞ΕΔ WBVMUͷOPWJDFEBUBBQQDPO fi Hʹ͋Δ,7Λ͏ WBVMUIBTIJDPSQDPNBHFOUJOKFDUTFDSFUBQQDPO fi HUYUOPWJDFEBUBBQQDPO fi H OPWJDFBQQZBNM ࡞͢ΔϑΝΠϧͷϑΥʔϚοτΛࢦఆ WBVMUIBTIJDPSQDPNBHFOUJOKFDUUFNQMBUFBQQDPO fi HUYUc \\XJUITFDSFUOPWJDFEBUBBQQDPO fi H^^ VTFSOBNF\\%BUBEBUB64&3/".&^^ QBTTXPSE\\%BUBEBUB1"44803%^^ \\FOE^^ TQFD DPOUBJOFST JNBHFVCVOUV OBNFOPWJDFBQQ DPNNBOE<CJOTI D XIJMFEPTMFFQEPOF> TFSWJDF"DDPVOU/BNFOPWJDFWBVMUTBWBVMUͷೝূʹ͏ͨΊͷ4FSWJDF"DDPVOU Annotations https://developer.hashicorp.com/vault/docs/platform/k8s/injector/annotations ͜ͷ෦Ͱऔಘ͢Δػີใͷ,FZΛࢦఆ -
7BVMU"HFOUΛ༻͍Δύλʔϯ ҎԼͷΑ͏ʹ࡞ͨ͠1PEʹ7BVMU͔Βऔಘͨ͠ػີใΛؚΉϑΝΠϧ͕࡞͞Ε͍ͯΔ͜ͱ͕ ͔Γ·͢ɻ ·ͨɺ7BVMUଆͰػີใͷߋ৽Λߦͳͬͨ߹Ͱͦͷ͕ࣗಈө͞Ε·͢ɻ ˞4JEFDBSΛ༗ޮԽ͍ͯ͠Δ߹ͷΈ LVCFDUMBQQMZGOPWJDFBQQZBNM QPEOPWJDFBQQDSFBUFE LVCFDUMOOPWJDFBQQFYFDJUOPWJDFBQQDOPWJDFBQQCJOCBTI SPPU!OPWJDFBQQDBUWBVMUTFDSFUTBQQDPO fi
HUYU VTFSOBNFVTFS QBTTXPSEQBTTXPSE ͳ͓7BVMU"HFOUΛ༻͍ΔύλʔϯͰػີใ͕ϑΝΠϧͱͯ͠ग़ྗ͞ΕΔͨΊɺ ,VCFSOFUFT্ʹ4FDSFU࡞͞Ε·ͤΜɻ ػີใΛڥมʹઃఆ͍ͨ͠ͷ߹͕ඞཁʹͳΓ·͢ɻ &OWJSPONFOU7BSJBCMF&YBNQMF IUUQTEFWFMPQFSIBTIJDPSQDPNWBVMUEPDTQMBUGPSNLTJOKFDUPSFYBNQMFTFOWJSPONFOUWBSJBCMFFYBNQMF 1PEΛ࡞ 1PEʹػີใ͕͞Εͨ -
4FDSFUT4UPSF$4*%SJWFSΛ༻͍Δύλʔϯ Ҿ༻ 7BVMUʹ֨ೲͨ͠γʔΫϨοτΛ,VCFSOFUFT͔Β׆༻͢Δํ๏ !KBDPQFO IUUQTTQFBLFSEFDLDPNKBDPQFOWBVMUOJHFOBTJUBTJLVSFUVUPXPLVCFSOFUFTLBSBIVPZPOHTVSVGBOHGB TMJEF .PVOU7BVMU4FDSFUTUISPVHI$POUBJOFS4UPSBHF*OUFSGBDF $4* 7PMVNF
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4FDSFUT4UPSF$4*%SJWFSΛ༻͍Δύλʔϯ 4FDSFU4UPSF$4*%SJWFS͕7BVMU$4*1SPWJEFSͱ࿈ܞͯ͠7BVMU͔ΒػີใΛऔಘ͠ɺ ϘϦϡʔϜͱͯ͠1PEʹϚϯτ͠·͢ɻ ,VCFSOFUFT 7BVMU 4FDSFUT 64&3/".&VTFS 1"44803%QBTTXPSE "11 ᶃ7BVMUͷΞΫηεใͱ
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4FDSFUT4UPSF$4*%SJWFSΛ༻͍Δύλʔϯ 4FDSFU1SPWJEFS$MBTTͱ1PEΛ࡞͠·͢ɻ BQJ7FSTJPOTFDSFUTTUPSFDTJYLTJPW LJOE4FDSFU1SPWJEFS$MBTT NFUBEBUB OBNFOPWJDFBQQTQD OBNFTQBDFOPWJDFBQQ TQFD QSPWJEFSWBVMU QBSBNFUFST
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4FDSFUT4UPSF$4*%SJWFSΛ༻͍Δύλʔϯ ҎԼͷΑ͏ʹ࡞ͨ͠1PEʹϚϯτͨ͠7PMVNFԼʹɺ 7BVMU͔Βऔಘͨ͠ػີใΛؚΉϑΝΠϧ͕࡞͞Ε͍ͯΔ͜ͱ͕͔Γ·͢ɻ ͜ͷέʔεͰ7BVMUଆͰػີใͷߋ৽Λߦͳͬͨ߹ͦͷࣗಈө͞Ε·ͤΜɻ LVCFDUMBQQMZGOPWJDFBQQTQDZBNM TFDSFUQSPWJEFSDMBTTTFDSFUTTUPSFDTJYLTJPOPWJDFBQQTQDDSFBUFE LVCFDUMBQQMZGOPWJDFBQQZBNM QPEOPWJDFBQQDSFBUFE LVCFDUMOOPWJDFBQQFYFDJUOPWJDFBQQCJOCBTI SPPU!OPWJDFBQQMTNOUTFDSFUTTUPSF
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4FDSFUT4UPSF$4*%SJWFSΛ༻͍Δύλʔϯ ·ͨҎԼͷΑ͏ͳܗͰ4FDSFU1SPWJEFS$MBTTΛఆٛ͢Δ͜ͱͰ,VCFSOFUFT্ʹ 4FDSFUΛ࡞͢Δ͜ͱՄೳͰ͢ɻ BQJ7FSTJPOTFDSFUTTUPSFDTJYLTJPW LJOE4FDSFU1SPWJEFS$MBTT NFUBEBUB OBNFOPWJDFBQQTQD OBNFTQBDFOPWJDFBQQ TQFD QSPWJEFSWBVMU
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4FDSFUT4UPSF$4*%SJWFSΛ༻͍Δύλʔϯ ·ͨҎԼͷΑ͏ͳܗͰ4FDSFU1SPWJEFS$MBTTΛఆٛ͢Δ͜ͱͰ,VCFSOFUFT্ʹ 4FDSFUΛ࡞͢Δ͜ͱՄೳͰ͢ɻ LVCFDUMOOPWJDFBQQHFUTFDSFU /".&5:1&%"5""(& OPWJDFBQQTFDSFUGSPNFYUFSOBMTFDSFU0QBRVFI LVCFDUMOOPWJDFBQQHFUTFDSFUOPWJDFBQQTFDSFUGSPNFYUFSOBMTFDSFUPKTPOQBUI\EBUB^ \QBTTXPSED('[DEWDN2Y.K./2 VTFSOBNFE9/MDK&Z.[2^ FDIPE9/MDK&Z.[2cCBTFE
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