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ϓϩδΣΫτϚωδϝϯτΛ෢ثʹͯ͠ಇ͜͏ͱ͠ ͍ͯͨΒɺ૊৫νʔϜ࡞ΓΛ෢ثʹͨ͘͠ͳͬͨ࿩ Delivery Management Team Yoshiaki Tanigawa EOF 2019 10.31

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Yoshiaki Tanigawa LINE Corporation d 'VKJUTV  2" 1.0 3FMFBTF NBOBHFNFOU d -*/&  1SPKFDU NBOBHFNFOU Speaker

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ॴଐ૊৫ɺαϙʔτ͢Δ૊৫ɺؔΘΓͷഎܠ ϓϩδΣΫτՄࢹԽͱݟ͖͑ͯͨ՝୊ ΞδϟΠϧͷऔΓ૊Έ͔ΒֶΜͩ͜ͱ ࣗݾ૊৫Խͨ͠νʔϜΛ໨ࢦͨ͠Ξϓϩʔν 01 02 03 04 Contents

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&GGFDUJWF5FBNBOE%FMJWFSZࣨ %FMJWFSZ.BOBHFNFOU5FBN ɿ-*/&ͷαʔϏε։ൃΛࢧԉ͢Δ૊৫ ॴଐ͢Δ૊৫ɿ%FMJWFSZ.BOBHFNFOU5FBN -FBO"HJMF5FBN ɿ1FPQMF5FBNDFOUSJD ɿ1SPDFTTDFOUSJD               

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ॴଐ͢Δ૊৫ɿ&GGFDUJWF5FBNBOE%FMJWFSZࣨ                ɾ૊৫ͷ՝୊ͷࠜຊݪҼ෼ੳ ɾϓϩηε։ൃ ɾϫʔΫγϣοϓఏҊ։࠵ ɾϓϩδΣΫτͷϔϧενΣοΫ ɾϓϩδΣΫτϚωʔδϝϯτ ɾϓϩμΫτϚωʔδϝϯτ ɾΞδϟΠϧεΫϥϜ ɾΞδϟΠϧίϛϡχςΟӡӦ ɾ.FFUVQ։࠵ ɾϓϩδΣΫτϚωʔδϟʔ ɾϑΝγϦςʔλʔ ۩ମతͳ࢓ࣄ

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*5αʔϏεηϯλʔ 7FSEBࣨ ɿ-*/&ͷΠϯϑϥΛσϦόϦʔɺ؅ཧ͢Δ૊৫ αϙʔτ͢Δ૊৫ɺϓϩμΫτɿ7FSEB ɿ-*/&։ൃऀ͕࢖͏Ϋϥ΢υج൫Λఏڙ͢Δ૊৫ -*/&EFWEBZ  7.T 1.T JORVJSJFTEBZ &.4BFHVTBࣨ௕ !#PPUI

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ఏڙαʔϏεʢݱࡏʣ *BB4QMBUGPSN 7.1. %/4 0CKFDU4UPSBHF #MPDL4UPSBHF 3FEJT &MBTUJDTFBSDI .Z42- $%/ -PBE#BMBODFS ,VCFSOFUFT 'VODUJPO .POJUPSJOH αϙʔτ͢Δ૊৫ɺϓϩμΫτɿ7FSEB

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૊৫ߏ੒ਓ਺ͷมԽͱϓϩμΫτͷओཁΠϕϯτ 7FSEBͷ૊৫ͱϓϩμΫτͷώετϦʔ            ਓ 7FSEBGPS1SPEVDUJPOSFMFBTF 4JOHBQPSFSFHJPOSFMFBTF 5BOJHBXB +PJOFE 7FSEBGPS%FWSFMFBTF ౦ژ ؖࠃ ͦͷଞ

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ࣨ௕ !౦ژ ͕ҰਓͰ؅ཧ͍ͯͨ͠ϓϩδΣΫτεςʔλεද ϓϩδΣΫτϚωʔδϟʔͱͯ͠7FSEBʹؔΘΓ࢝Ίͨഎܠ Status Project Name Release Target Lead Frontend Backend Wiki In progress Elasticsearch 2018.9.20 -> 2018.10.4 -> 2018.11.15 xxxx xxxx xxxx xxxx https://line.elasticsea ch.xx In progress Kubernetes 2018.9.20 -> 2018.10.18 -> 2018.11.8 xxxx xxxx xxxx xxxx xxxx In progress Block Storage 2018.10.18 xxxx xxxx xxxx xxxx In progress Dashboard renewal 2019.1    Planning DBaaS Redis Planning  ϓϩδΣΫτͷϦεΫ೺Ѳ͕ෆे෼ εέδϡʔϧ஗Ԇ͕ͨͼͨͼൃੜ ஗ԆൃੜݪҼͷ෼ੳ΋ෆे෼ खஈ ɾ೔ຊϝϯόʔશһͱͷਐ௙֬ೝձ ຖ݄ ɾؖࠃϦʔμʔͱͷϓϩδΣΫτڞ༗ձ ຖि ɾPO ճ݄ ɾϓϩδΣΫτʹີண ɾ໰୊΍ϦεΫͷ؅ཧ ɾεςʔλεͷՄࢹԽ

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10 2.   

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       ؖࠃ  ౦ژ  ژ౎  ෱Ԭ  ˞਺ࣈ͸ϝϯόʔ਺ɺ྘͸ϓϩδΣΫτ ࠷ॳͷ࢓ࣄɿϓϩδΣΫτՄࢹԽ ϓϩδΣΫτՄࢹԽͷΤοηϯε ɾΰʔϧͱεέδϡʔϧͷ໌֬Խ ɾ࣍ͷϚΠϧετʔϯʹର͢Δঢ়گ ɾ໰୊ϦεΫͷ෼ੳ ΍͍ͬͯͨ͜ͱ ɾϓϩδΣΫτ৘ใͷඪ४Խ ɾఆྫձͷϑΝγϦςʔγϣϯ ɾΞΫγϣϯΞΠςϜ΍ϦεΫ໰୊ ͷϑΥϩʔ ࠓ·ͰϑΥϩʔ͖ͯͨ͠ϓϩδΣΫτ

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੒Ռ ϓϩδΣΫτͷਐ௙ͱ໰୊΍ϦεΫ ͕ݟ͑Δɻ ૣظʹରࡦΛߟ͑Δ͜ͱ͕Ͱ͖Δɻ ՝୊ • શϓϩδΣΫτΛՄࢹԽͰ͖ͳ͍ ϓϩδΣΫτࣗମͷҰൠతͳ՝୊ • ϝϯςφϯεΠγϡʔͷׂΓࠐΈ • '&ͱ#&։ൃͷ଍ฒΈ͕ଗΘͳ͍ ϓϩδΣΫτՄࢹԽͷ੒Ռ ౰ॳͷ໨త͸ୡ੒ɺ͔͠͠৽ͨͳ՝୊͕ݟ͖͑ͯͨ

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ϝϯςφϯεΠγϡʔͷׂΓࠐΈ ϓϩδΣΫτ ૊৫શମͰى͖͍ͯͨ໰୊ ϓϩδΣΫτ ϓϩμΫτ ϓϩμΫτ ϓϩμΫτ 'SPOUFOE 5FBN #BDLFOE 5FBN '&։ൃ #&։ൃ #&։ൃ #&։ൃ '&։ൃ '&։ൃ 1SPKFDU" 1SPKFDU# 1SPKFDU$ '&ͱ#&։ൃͷ଍ฒΈ͕ଗΘͳ͍

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7FSEBͷ૊৫ߏ଄ 1MBUGPSN 43& /FUXPSL 4FSWJDF 4UPSBHF %BUBCBTF 'SPOUFOE 2" όοΫΤϯυओಋͷαʔϏε։ൃ͕ଟ͍ͷͰɺαʔϏεͷಛ௃ผʹϢχοτΛ෼͚ͨ ˠ Ϣχοτ಺Ͱཱࣗͨ͠ϓϩμΫτϚωδϝϯτͱՄ༻ੑ֬อ͕ͶΒ͍ *BB4 LT %/4 -PBE#BMBODFS .POJUPSJOH 0CKFDU4UPSBHF #MPDL4UPSBHF .Z42- &MBTUJDTFBSDI 'FBUVSF1SPEVDU 'VODUJPO ౦ژ ؖࠃ ෱Ԭ $MPVE/BUJWF

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ɾϝϯςφϯεΠγϡʔͷ༏ઌ౓؅ཧ ৽ͨͳ՝୊ʹର͢Δ ͜͏͋Γ͍ͨ૾ ɾ'&#&։ൃऀҰؙͱͳͬͯ։ൃ଎౓ɺϓϩμΫτ඼࣭Λ্͛Δ ɾશϓϩδΣΫτ͕ࣗओతʹՄࢹԽ͞ΕΔ

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16 3.  !  "  "  

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εΫϥϜಋೖͷࢼΈ ໨తɿ ɾϢχοτ͕ϓϩδΣΫτλεΫͱӡ༻λεΫͷόϥϯεΛ؅ཧͰ͖ΔΑ͏ʹͳΔ ɾ'&#&ϝϯόʔ͕ϓϩμΫτاը΍ΠςϨʔγϣϯΛҰॹʹ͢ΔΑ͏ʹͳΔ ՝୊ղܾͷώϯτʹͳΕ͹ͱεΫϥϜݚमΛ࣮ࢪ ݚमޙͷϝϯόʔͷײ૝ BεΫϥϜΛద༻ͯ͠Έ͍ͨʂ C૊৫ͷߏ଄͔Βߟ͑ͯద͍ͯ͠ͳ͍ DεΫϥϜͷϝϦοτ͸ཧղͰ͖ΔͷͰ෦෼తʹ΋औΓೖΕ͍ͨ

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౦ژ ਓ਺ଟΊ ڧ͍Ϧʔμʔγοϓͷ͋ΔϢχοτͰͷ࣮ફ εΫϥϜΛղମͯ͠औΓೖΕΒΕͦ͏ͳ͜ͱΛߟ͑ΔϫʔΫγϣοϓ ɾϓϩηεͱϓϩμΫτͷఆظৼΓฦΓ ɾ ͭઌͷεϓϦϯτ·Ͱܭը ɾ10͸ઃஔ͠ͳ͍

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εΫϥϜ΋Ͳ͖ͷ࣮ફ 1MBOOJOH νʔϜ΍ݸਓͷ໨ඪઃఆɺεϓϦϯτόοΫϩά֬ఆ %BJMZNFFUJOHਐ௙ͱ໰୊Λڞ༗ 3FWJFX τϥϒϧγϡʔςΟϯά΍੒Ռ෺ͷϨϏϡʔ 3FUSPTQFDUJWF ྑ͔ͬͨ͜ͱվળ͍ͨ͜͠ͱͷڞ༗ɺվળࡦΛ߹ҙ XFFLT վળࡦ ɾϨϏϡʔϧʔϧ ɾΠϯςάϨʔγϣϯςετ݁Ռͷڞ༗ ɾσΠϦʔϛʔςΟϯάͷ ࢘ձϩʔςʔγϣϯ ɾఆྫϥϯνձ ɾվળࡦணखϧʔϧ ɾ ɿ

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ྑ͍੒Ռ͕ଞͷϢχοτʹ೾ٴ͠ɺεϓϦϯτϫʔΫ͕จԽʹͳΓͭͭ͋Δ 1MBUGPSN 43& /FUXPSL 4FSWJDF 4UPSBHF %BUBCBTF 'SPOUFOE 2" ଞϢχοτͰൃ۷͞ΕͨվળΛࣗϢχοτͰࢼͯ͠ΈΔͱ͍͏૬৐ޮՌ΋ੜ·Εͨ *BB4 LT εΫϥϜ΋Ͳ͖ͷ࣮ફ $MPVE/BUJWF

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ҙਤͨ͠੒Ռ ɾϝϯόʔͰܾΊͨϓϩηε͸कΔಈػ͕͋Γɺܧଓతʹվળ͞ΕΔ ɾϓϩδΣΫτλεΫͱӡ༻λεΫͷ༏ઌ౓؅ཧ͕Ͱ͖ΔΑ͏ʹͳͬͨ ҙਤ͠ͳ͔ͬͨ੒Ռ ɾ͋ΔϢχοτͷֶͼ΍վળྫ͕ଞϢχοτ΁೾ٴͨ͠ ֶͼ ɾखஈͱͯ͠ͷεΫϥϜ ˠ ΞδϟΠϧʹͳΔ εΫϥϜ΋Ͳ͖ͷ࣮ફ

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શϢχοτԣஅ ೔ؖਓ ͷ̍೥ϓϩδΣΫτɿڠྗձࣾͷͨΊͷ7FSEBఏڙʢηϛύϒϦοΫԽʣ 1MBUGPSN 43& /FUXPSL 4FSWJDF 4UPSBHF %BUBCBTF 'SPOUFOE 2" νϟϨϯδ ɾ6*ϑϧϦχϡʔΞϧ ϙʔλϧը໘৽ઃ ৽ωοτϫʔΫٕज़ͷద༻ ॾʑͷػೳ௥Ճ ɾ΄ͱΜͲͷϝϯόʔ͸ଞϓϩδΣΫτͱ݉೚ େن໛ϓϩδΣΫτͰͷࣦഊ 1MBOOFS

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౰ॳͷεέδϡʔϧ େن໛ϓϩδΣΫτͰͷࣦഊ

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࣮ࡍͷεέδϡʔϧ େن໛ϓϩδΣΫτͰͷࣦഊ 9=5:4, 8/4, A-3@04,  +. (& #( 76 ?>+. +.1)  !'4, *; 2 2 < %$"%UI  6 ౓ͷԆظɺϦϦʔε׬ྃ

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ϦϦʔεޙʹॳΊͯϨτϩεϖΫςΟϒΛ࣮ࢪ ɾΞϯέʔτௐࠪ ɾͳΓ͖ΓϒϨΠϯετʔϛϯά ɾλΠϜϥΠϯˍΤϞʔγϣφϧϥΠϯ

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ϨτϩεϖΫςΟϒɿΞϯέʔτௐࠪ ݸͷ࣭໰͔ΒϓϩδΣΫτͷͲ͕͜ ྑ͘ͳ͔ͬͨͷ͔Λ఺਺Խ

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ϓϩδΣΫτ͕ z੒ޭͨ͠zlࣦഊͨ͠zؾ࣋ͪʹͳΓ͖ͬͯɺҙݟΛग़͢ ϨτϩεϖΫςΟϒɿͳΓ͖ΓϒϨΠϯετʔϛϯά ωΨςΟϒͳ͜ͱΛ ͨΊΒ͍ͳ͘Ξ΢τ ϓοτͰ͖Δ

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ϓϩδΣΫτͷਐߦΛࢥ͍ग़͠ɺײ৘ͷ্͕ΓԼ͕Γͱͦͷ͖͔͚ͬΛڞ༗ ϨτϩεϖΫςΟϒɿλΠϜϥΠϯˍΤϞʔγϣφϧϥΠϯ

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ओཁͳҙݟ ɾ1MBOOFSͱ͍͏ϩʔϧ͕ԿΛ͢Ε͹͍͍ͷ͔Θ͔Βͳ͔ͬͨ ɾ։ൃશମΛ౷߹؂मϦʔυ͢ΔϩʔϧΛ࣋ͭਓ͕͍ͳ͔ͬͨ ɾϓϩδΣΫτԆظͷഎܠΛҰ෦ϝϯόʔ͕஌Βͳ͔ͬͨ େن໛ϓϩδΣΫτͰͷࣦഊ ϦϦʔεޙʹ࣮ࢪͨ͠ॳΊͯͷৼΓฦΓͷ݁Ռ ΋͠ɺ΋͏Ұ౓͜ͷϓϩδΣΫτΛ΍ΔͳΒ ɾ։ൃϦʔυͷϩʔϧΛ࣋ͭਓΛܾΊΔ ɾ ɿ ɾͳΔ΂͘খ͘͞࡞ͬͯૣ͘ΠϯςάϨʔγϣϯ͢Δ ɾϩʔϧ ʴ ԿΛظ଴͞Ε͍ͯΔ͔ ΛܾΊΔ ɾϓϩδΣΫτͷ్தͰৼΓฦΔ

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8BUFSGBMMPS"HJMF 8BUFSGBMM"HJMF ؾ͖ͮɿΞδϟΠϧ͸ϚΠϯυηοτ

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ؾ͖ͮɿظ଴஋Ϛονϯάͷॏཁੑ 1MBOOFS⁶ %FWFMPQFS 5FDI-FBE⁶ %FWFMPQFS

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ɾϝϯςφϯεΠγϡʔͷ༏ઌ౓؅ཧ ৽ͨͳ՝୊ʹର͢Δ ͜͏͋Γ͍ͨ૾ ɾ'&#&։ൃऀҰؙͱͳͬͯ։ൃ଎౓ɺϓϩμΫτ඼࣭Λ্͛Δ ɾશϓϩδΣΫτ͕ࣗओతʹՄࢹԽ͞ΕΔ

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33 4. (%& $!  ) "    *#'" 

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1MBUGPSN 43& /FUXPSL 4FSWJDF 4UPSBHF %BUBCBTF 'SPOUFOE 2" *BB4 LT %/4 -PBE#BMBODFS .POJUPSJOH 0CKFDU4UPSBHF #MPDL4UPSBHF .Z42- &MBTUJDTFBSDI ౦ژ ؖࠃ ෱Ԭ $MPVE/BUJWF          ϢχοτˠνʔϜɺϦʔμʔˠϚωʔδϟʔ Ϣχοτ͔ΒνʔϜ΁ Ϣχοτ੍Λಋೖͨ͠ಈػ ɾϦʔμʔͷࢼݧӡ༻ ɾࣦഊͯ͠΋ମ੍Λमਖ਼Ͱ͖Δ νʔϜ੍ʹม͑ͨಈػ ɾ੹೚͸͋ͬͯ΋ݖݶ͕ͳ͔ͬͨ

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*NQMFNFOUGPS%FW ,JDL PGG 1SPE 1SPKFDU 5FBN 5FDITIBSJOH 2" 'FBUVSF 2" *NQSPWFNFOU #VHGJY 3FRVJSFNFOU 43&DIFDL 3FWJFX 1SPQPTBM 3FRVJSFNFOU 5PQEPXO 1MBOOJOH Ϛωʔδϟʔʹ΍ͬͯ΄͍͠ϓϩδΣΫτ׆ಈΛఆٛ 8FFLMZTUBUVT VQEBUF (PBM 4DPQF .JMFTUPOF ਁಁͤͣ

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ϓϩδΣΫτ׆ಈʹର͢Δظ଴஋ͷ͢Γ߹Θͤ ظ଴͞Ε͍ͯΔͱࢥ͏͜ͱɿϚωʔδϟʔͨͪͷߟ͑ ظ଴͍ͯ͠Δ͜ͱɿࣨ௕ͷҙਤ

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           1MBUGPSN 43& /FUXPSL 4FSWJDF 4UPSBHF %BUBCBTF 'SPOUFOE 2" 'VODUJPOνʔϜ͕ϘτϧωοΫʹͳΓɺ೑ମత৺ཧత ෛՙ͕ߴ͍ 'FBUVSF1SPEVDU 'VODUJPO ౦ژ ؖࠃ ෱Ԭ ϑϩϯτΤϯυͱόοΫΤϯυ։ൃऀͷίϥϘϨʔγϣϯ΁ͷࢼΈ  $MPVE/BUJWF

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ϑϩϯτΤϯυͱόοΫΤϯυ։ൃऀͷίϥϘϨʔγϣϯ΁ͷࢼΈ ໰୊ʹ͍ͭͯશϚωʔδϟʔͰٞ࿦ ˠ ೔ຊͱؖࠃͷ݁Ռ͕΄΅ಉ͡

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ڞ༗ͨ͜͠ͱʢ'SPOUFOE 43& 2"ʣ ɾϘτϧωοΫʹͳ͍ͬͯΔঢ়ଶ͸ਏ͍ ɾԼྲྀ޻ఔͷཁ๬͕༏ઌ౓Լ͛ΒΕΔͷ͕ਏ͍ ɾ΋ͬͱϓϩμΫτʹີணͯؔ͠ΘΓ͍ͨ ɾϓϩμΫτνʔϜʹࢀՃ͢Δʹ͸·ͩਓ͕଍Γͳ͍ ௕ظతʹ࣮ݱ͍ͨ͜͠ͱ ɾΫϩεϑΝϯΫγϣφϧνʔϜ Ծ૝త ɾϑΝϯΫγϣϯνʔϜ ϑϩϯτΤϯυͱόοΫΤϯυ։ൃऀͷίϥϘϨʔγϣϯ΁ͷࢼΈ

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ϓϩδΣΫτͷՄࢹԽ ϓϩδΣΫτϚωδϝϯτ ˠ ૊৫νʔϜ࡞Γʹ͍ͭͯ͋Ε͜Εͨ͠ νʔϜͷΞδϟΠϧԽ ର࿩ɺڞ௨ཧղɺظ଴஋ͷϚονϯά ɾνʔϜϓϩηε͚ͩͰ΋ΠςϨʔγϣϯվળ ɾ΢ΥʔλʔϑΥʔϧϓϩδΣΫτʹ΋ఆظৼΓฦΓΛ ɾΞδϟΠϧ͸ϚΠϯυηοτ ɾϓϩδΣΫτϚωδϝϯτ΁ͷظ଴ ɾίϥϘϨʔγϣϯ΁ͷظ଴ ɾϓϩδΣΫτΛ્֐͢Δ૊৫ͷ՝୊

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&GGFDUJWFUFBN BOE %FMJWFSZ

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THANK YOU