エネルギープラットフォーマーを目指す東京ガス内製開発チームが始めたKubernetes

by Yusuke Sugiyama

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ΤωϧΪʔϓϥοτϑΥʔϚʔΛ ໨ࢦ͢౦ژΨε಺੡։ൃνʔϜ͕ ࢝Ίͨ ,VCFSOFUFT ೥݄೔ ౦ژΨεגࣜձࣾ ਿࢁ༞հ $MPVE/BUJWF%BZT 4VNNFSϓϨΠϕϯτ!౦ژ

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ࣗݾ঺հ q໊લ ਿࢁ༞հ :VTVLF4VHJZBNB qॴଐ ౦ژΨεϦϏϯάઓུ෦σδλϧϓϩμΫτਪਐάϧʔϓ ΤϯδχΞϦϯάϚωʔδϟʔ ݉ 43&5FBN-FBE qܦྺ 4*಺੡ "84 4" ೥݄ΑΓݱ৬ q޷͖ 4VJDBϖϯΪϯ 'BTIJPO @yus_sugiyama

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ຊ೔͓࿩͢Δ͜ͱ ౦ژΨεͷΑ͏ͳ೔ຊͷ఻౷తاۀ +5$ ͕ɺΫϥ΢υωΠςΟϒͳ಺੡։ൃνʔϜΛ࡞ͬ ͓ͯ٬͞·Ձ஋ͷ޲্ʹऔΓ૊ΜͰ͍Δ༷ࢠʹ͍͓ͭͯ࿩͠·͢🚀 தͷਓ͕ͨͪؤுͬͯ੾Γ୓͖ͳ͕Βɺ+5$΋Ϟμϯͳ։ൃʹνϟϨϯδͯ͠ΔΜͩͳʂ ͱ͍͏͜ͱΛ஌ͬͯ΋Β͍͍ͨͰ͢💪 ·ͨɺൃੜͨ͠՝୊΍໰୊ʹ͍ͭͯ΋γΣΞͰ͖ͨΒͱࢥ͍ͬͯ·͢ɻ ͜Ε͔Βಉ͡Α͏ͳ؀ڥͰ ,VCFSOFUFTʹνϟϨϯδ͍ͯ͜͠͏ͱ͞Ε͍ͯΔํʹͱͬͯ ͜ͷ͓࿩͕গ͠Ͱ΋ࢀߟʹͳΕ͹޾͍Ͱ͢ʂ

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౦ژΨεͬͯʁ

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೥ͷྺ࢙ͱ਺ࣈͰΈΔ౦ژΨεάϧʔϓ ೥ʢ໌࣏೥ ɺ౦ژΨε͸ʮ೔ຊࢿຊओٛͷ෕ʯͰ͋Δ໌࣏࣌୅ͷ࣮ۀՈɾौ୔ ӫҰʹΑͬͯ૑ཱ͞Ε·ͨ͠ɻ ΤωϧΪʔधཁͷ૿େʹ൐͍ɺΫϦʔϯͰߴޮ཰ͳΤωϧΪʔͱͯ͠ɺ೥ɺ೔ຊͰॳ Ίͯ -/( ӷԽఱવΨε Λಋೖɻ ͓٬͞·ΞΧ΢ϯτ਺͸໿ ສ݅ ౎ࢢΨεࠃ಺ൢചγΣΞ໿ˋ͸ࠃ಺/Pɻ খചిྗൢച݅਺΋ສ݅ ʹ౸ୡɺ৽ిྗ/Pͱͳ͍ͬͯ·͢ɻ ਺ࣈͰݟΔ౦ژΨεάϧʔϓc౦ژΨε UPLZPHBTDPKQ ΨεɾిؾɾαʔϏεԆ΂ܖ໿਺ ೥݄຤࣌఺ ೥݄຤࣌఺

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Ոఉ༻ࣄۀ͕ஔ͔Ε͍ͯΔݱঢ় ೥݄ʹిྗɺ೥݄ʹ౎ࢢΨε͕খചશ໘ࣗ༝ԽͱͳΓɺՈఉ༻ͷ෼໺ʹ͓͍ͯ΋ɺΤωϧΪʔձࣾ͸ ͓٬͞·͔Βબ͹ΕΔଘࡏʹͳΓ·ͨ͠ɻͦͷ݁Ռɺσδλϧ઀఺ʹΑΔ͓٬͞·ͷ֫ಘɾ͓٬͞·ମݧͷ޲্͕ٸ ຿ͱͳ͍ͬͯ·͢ɻ ೥݄ ిྗখചࣗ༝Խελʔτ ʲಛผߴѹʳ େن໛޻৔ɾେن໛ΦϑΟεϏϧ ిྗ ౎ࢢ Ψε ೥݄ ౎ࢢΨεখചࣗ༝Խελʔτ ʲ೥ؒສNҎ্ʳ ೥݄೥݄ ࣗ༝ԽྖҬ֦େ ʲߴѹʳ தখن໛޻৔ɾதখϏϧ ೥݄d೥݄ ࣗ༝ԽྖҬ֦େ ʲ೥ؒສNҎ্ʳ ೥݄ શ໘ࣗ༝Խ ʲ௿ѹʳ ೥݄ શ໘ࣗ༝Խ ʲ೥ؒສNҎ্ʳ ҰൠՈఉͳͲ

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ιϑτ΢ΣΞͷྗͰ৽ͨͳ࣌୅΁ߤւ։࢝ʂ ϦΞϧ͸ -/(λϯΧʔΛʂ σδλϧ͸ ,VCFSOFUFTΛʂ ϦΞϧ઀఺ͷڧΈΛ׆͔ͯ͠ σδλϧ઀఺ΛڧԽ͢Δߤւ΁💪

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ੈք͸஍ٿ෸ಅԽͷ࣌୅ ೥ɺ஍ٿԹஆԽͷਐߦΛ৅௃͢Δݴ༿ͱͯ͠ʮ஍ٿ෸ಅԽʯ͕৽ޠɾྲྀߦޠେ৆ʹϊ ϛωʔτ͞Ε·ͨ͠ɻಛʹԽੴ೩ྉͷ೩ম͕େ͖ͳӨڹΛ༩͓͑ͯΓɺੈքతʹ଴ͬͨͳ ͠ͷঢ়گͱͳ͍ͬͯ·͢ɻ࣋ଓՄೳͳࣾձͷ࣮ݱʹߩݙ͢ΔͨΊʹɺ(9 άϦʔϯτϥϯ εϑΥʔϝʔγϣϯ ͸΋ͪΖΜɺ%9΋Ҿ͖ଓ͖ॏཁͳཁૉͰ͢ɻ %9͸ΤϯδχΞ͕ ߩݙͰ͖Δ෼໺ʂ

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ʮ౦ژʯʮΨεʯͷ࿮Λ௒͑Δ ʮ౦ژʯͷ࿮Λ௒͑Δɻ ʮΨεʯͷ࿮Λ௒͑Δɻ ͦͯ͠ʮΤωϧΪʔϓϥοτϑΥʔϚʔʯΛ໨ࢦ͢ɻ ͦͷͨΊʹࢲͨͪ಺੡։ൃνʔϜ΋ؤு͍ͬͯ·͢ʂ

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౦ژΨε಺੡։ൃνʔϜͱ͸

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౦ژΨε಺੡։ൃνʔϜͱ͸ ͓٬͞· ಺੡։ൃνʔϜྖҬ όοΫΤϯυ جװγεςϜ #'' ϑϩϯτΤϯυ Λ୲౰ʂ ౦ژΨε$9ਪਐ෦σδλϧϚʔέςΟϯάάϧʔϓ ೥౰࣌ ʹൃ଍ͨ͠ ࣗࣾϓϩμΫτΛ։ൃ͢ΔνʔϜͰ͢ɻ ೥݄࣌఺Ͱ͸ϦϏϯάઓུ෦ʹॴଐ ओʹ NZ50,:0("4 ͱݺ͹ΕΔձһαΠτͷ಺੡։ൃΛߦ͍ͬͯ·͢ɻ

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myTOKYOGAS ͬͯʁ NZ50,:0("4 ͸ຖ݄ͷΨε΍ిؾͷ࢖༻ྔɾྉۚΛ֬ೝͰ͖Δ ొ࿥ແྉͷձһαʔϏεͰ͢ɻ ΨεɾిؾΛܖ໿͢Δଟ͘ͷํʹ͝ར༻͍͍͓ͨͩͯΓ·͢ɻ

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ͪͳΈʹ NZ50,:0("4 ͸ ೥݄ϦχϡʔΞϧΦʔϓϯ͠·ͨ͠ʂ ಺੡։ൃνʔϜ͕୲౰͢ΔϑϩϯτΤϯυ͸ϑϧϦϓϨΠε💪 👉ϦϓϨΠεޙͷٕज़ελοΫ /FYUKT3FBDU/FTU+4(SBQI2-3FEJT.POHP%#1PTUHSF42- PO"[VSF

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ͩ͜Θ͍ͬͯΔͱ͜Ζ ࢲͨͪ಺੡։ൃνʔϜ͸ʮࣄۀ૊৫಺ʯʹൃ଍͠·ͨ͠ɻ άϧʔϓϚωʔδϟʔٴ઒ͷʮ͓٬͞·͕ٻΊΔ੠ʹॊೈ͔ ͭૉૣ͘ରԠͰ͖Δମ੍ʹ͢Δඞཁ͕͋Δʯͱ͍͏ࢥ͍͔Β ࢝·͍ͬͯ·͢ɻτοϓμ΢ϯͰઐ໳ͷ૊৫Λ্ཱͪ͛Δ έʔε΋ଟ͍ͱࢥ͍·͕͢ɺզʑ͸ʮࣄۀͱͷڑ཭ײ͕͍ۙ ͜ͱʯʹͩ͜Θ͍ͬͯ·͢ɻ σδλϧઌਐاۀͷΑ͏ʹػೳ෼ׂ͢Δ΄ͲͷϦιʔε͕ͳ ͍தɺڑ཭ײͷ͍ۙ #J[Y%FWͰͷϓϩμΫτ։ൃ͕ԿΑ Γ΋ॏཁͩͱߟ͍͑ͯ·͢ʂ ࢲ͕࡞Γ·ͨ͠ ٴ઒͸౦ژΨεੜ͑ൈ͖ͷ ਓࡐͰ͢ʂ

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8IZ,VCFSOFUFT

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Why Kubernetes? ͔͍͍͔ͬ͜Β NZ50,:0("4๊͕͑Δ՝୊ΛΫϦΞ͍ͨ͠ʂ

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NZ50,:0("4ͷ՝୊ ྫɿܖ໿Λ௥Ճ͍ͨ͠έʔε ݱࡏͷձһ৘ใΛऔಘ "1* "1*Λݺͼग़͢ ܖ໿৘ใΛ௥Ճ "1*Λݺͼग़͢ ձһجຊ৘ใΛมߋ "1*Λݺͼग़͢ ݸਓผܖ໿৘ใΛߋ৽ "1*Λݺͼग़͢ όοΫΤϯυ #'' "1* "1* "1* "1* "1*

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NZ50,:0("4ͷ՝୊ ܖ໿ͱ͸ɾɾɾʁ ྫɿܖ໿Λ௥Ճ͍ͨ͠έʔε ݱࡏͷձһ৘ใΛऔಘ "1* "1*Λݺͼग़͢ ܖ໿৘ใΛ௥Ճ "1*Λݺͼग़͢ ձһجຊ৘ใΛมߋ "1*Λݺͼग़͢ ݸਓผܖ໿৘ใΛߋ৽ "1*Λݺͼग़͢ όοΫΤϯυ #'' "1* "1* "1* "1* "1*

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NZ50,:0("4ͷ՝୊ ྫɿܖ໿Λ௥Ճ͍ͨ͠έʔε ݱࡏͷձһ৘ใΛऔಘ "1* "1*Λݺͼग़͢ ܖ໿৘ใΛ௥Ճ "1*Λݺͼग़͢ ձһجຊ৘ใΛมߋ "1*Λݺͼग़͢ ݸਓผܖ໿৘ใΛߋ৽ "1*Λݺͼग़͢ υϝΠϯ͕੔ཧ ͞Ε͍ͯͳ͍ όοΫΤϯυ #'' "1* "1* "1* "1* "1*

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NZ50,:0("4ͷ՝୊ 'BU#'' 8 .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS8 YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖ໿௥Ճ DSFBUF0OF #''Ͱٵऩʜ 'BU#''΁ʜ ιʔείʔυ ಺෦Ͱͷ෼཭ʜ ϦχϡʔΞϧ࣌఺Ͱ͸ ͜Ε͕࠷దղͩͬͨ ೥݄ϦϦʔε͕ඞਢͩͬͨͨΊʜ

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NZ50,:0("4ͷ՝୊ 'BU#'' 8 .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS8 YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖ໿௥Ճ DSFBUF0OF ൃੜ͢Δ໰୊ ֎෦޲͚ʹ ͜͜௚͍ͨ͠ͳ ͍΍͍΍ ܖ໿ʹӨڹग़ͪΌ͏

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NZ50,:0("4ͷ՝୊ 'BU#'' 8 .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS8 YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖ໿௥Ճ DSFBUF0OF ൃੜ͢Δ໰୊ ʢ͋ͬ֎෦޲͚ʹ ௚ͨ͠΍ͭ ୭ʂʁ 8յͨ͠ͷʂ

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͜ΕΑ͘ݟΔ΍ͭͩɾɾɾ ˞όοΫΤϯυ͸७ਮͳϦϑτ

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͞Βʹਂ෵΋͋Δ 'BU#'' 8 .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS8 YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖ໿௥Ճ DSFBUF0OF ਂ෵ ؔ࿈γεςϜ͸

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՝୊Λ৐Γӽ͍͑ͯͨ͘Ίʹ

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಺੡։ൃνʔϜͷϛογϣϯ ಺੡։ൃνʔϜͷϛογϣϯ͸ʮ͓٬͞·ʹૉૣ͘Ձ஋Λಧ͚Δʯ͜ͱɻ ݱ୅ʹ͓͚Δ͓٬͞·ͷཁ๬͸ৗʹมԽ͢ΔதɺγεςϜ͕มԽʹ଱͑ΒΕͳ͍ঢ়گʜ ˠϛογϣϯͷୡ੒͕ࠔ೉ʂΞδϟΠϧ΍ਅͷ %FW0QTʹࢸΕͳ͍ʜʂ

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಺੡։ൃνʔϜͷϛογϣϯ ಺੡։ൃνʔϜͷϛογϣϯ͸ʮ͓٬͞·ʹૉૣ͘Ձ஋Λಧ͚Δʯ͜ͱɻ ݱ୅ʹ͓͚Δ͓٬͞·ͷཁ๬͸ৗʹมԽ͢ΔதɺγεςϜ͕มԽʹ଱͑ΒΕͳ͍ঢ়گʜ ˠϛογϣϯͷୡ੒͕ࠔ೉ʂΞδϟΠϧ΍ਅͷ %FW0QTʹࢸΕͳ͍ʜʂ ϞϊϦεΛϚΠΫϩαʔϏεʹ ͍ͯ͘͜͠ͱΛܾҙʂ💪

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಺੡։ൃνʔϜͷϛογϣϯ ಺੡։ൃνʔϜͷϛογϣϯ͸ʮ͓٬͞·ʹૉૣ͘Ձ஋Λಧ͚Δʯ͜ͱɻ ݱ୅ʹ͓͚Δ͓٬͞·ͷཁ๬͸ৗʹมԽ͢ΔதɺγεςϜ͕มԽʹ଱͑ΒΕͳ͍ঢ়گʜ ˠϛογϣϯͷୡ੒͕ࠔ೉ʂΞδϟΠϧ΍ਅͷ %FW0QTʹࢸΕͳ͍ʜʂ ϞϊϦεΛϚΠΫϩαʔϏεʹ ͍ͯ͘͜͠ͱΛܾҙʂ💪 ͜Ε΋·ͨखஈ ໨తͰ͸ͳ͍

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ࠓɺޫͷઓ͕࢜ٻΊΒΕ͍ͯΔ 'BU#'' 8 .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ 'PS8 YͬͬͬY ܖ໿௥Ճ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖ໿௥Ճ DSFBUF0OF ਂ෵ ؔ࿈γεςϜ͸

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ড়Խ ϦΞʔΩςΫνϟޙͷΠϝʔδ 8 .PCJMF "QQT .JDSP 4FSWJDFT ҰྫͰ͢ $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ #''GPS8 "EEB$POUSBDU $IBSHFT ɾ ɾ ɾ "EEB$POUSBDU ɾ ɾ ɾ #''GPS&YUFSOBM 4FSWJDFT "EEB$POUSBDU ɾ ɾ ɾ #''GPS.PCJMF "QQT ܖ໿௥Ճ DSFBUF0OF ܖ໿௥Ճ DSFBUF0OF /FX 4FSWJDF ؔ࿈γεςϜ܊ %PNBJO-BZFS υϝΠϯ૚Λ ෼཭ɾ੔ཧ

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ϦΞʔΩςΫνϟޙͷΠϝʔδ 8 .PCJMF "QQT .JDSP 4FSWJDFT ҰྫͰ͢ $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ #''GPS8 "EEB$POUSBDU $IBSHFT ɾ ɾ ɾ "EEB$POUSBDU ɾ ɾ ɾ #''GPS&YUFSOBM 4FSWJDFT "EEB$POUSBDU ɾ ɾ ɾ #''GPS.PCJMF "QQT ܖ໿௥Ճ DSFBUF0OF ܖ໿௥Ճ DSFBUF0OF /FX 4FSWJDF ؔ࿈γεςϜ܊ %PNBJO-BZFS ,VCFSOFUFT ͷ࠾༻ʂ

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"OTXFS8IZ,VCFSOFUFT ϚΠΫϩαʔϏεΛ΍Γ͍ͨ ,VCFSOFUFTΛબ୒ʂͷલʹ લड़ͨ͠՝୊ղܾͷखஈͱͯ͠ϚΠΫϩαʔϏεΛબ୒ͱ͍͏ͷ͕͋Γ·͢ɻ ˠϚΠΫϩαʔϏεʹ ,VCFSOFUFT͸૬ੑൈ܈🤝 ίϯςφͷεέδϡʔϦϯάɾηϧϑώʔϦϯάʹΑΔ҆ఆͨ͠αʔϏεఏڙͷ࣮ݱ ࣗಈԽ͞ΕͨϩʔϧΞ΢τͰͷߴස౓ͳαʔϏεߋ৽΁ͷରԠ ந৅Խ͞ΕͨΫϥελʔʹΑΔϚγϯΛҙࣝ͠ͳ͍ίϯςφͷσϓϩΠ ϚχϑΣετͰͷ؅ཧʹΑΔ౷੍͞Εͨӡ༻ *B$(JU0QT BOENPSF

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νʔϜߏ੒΋ॏཁ ࢲͨͪܦݧऀ࠾༻ͷΤϯδχΞͨͪ͸υϝΠϯ ʹؔ͢Δ஌͕ࣝෆ଍͍ͯ͠·͢ɻ ͦͷͨΊάϧʔϓձࣾͰ͋Δ౦ژΨε Jωοτ ͷํʹྗΛିͯ͠΋Β͍͍ͨʂ ˠNZ50,:0("4͓ΑͼυϝΠϯ༗ࣝऀΛν ʔϜʹ૊ΈೖΕͯ͘ΕΔॊೈ͕͋͞Γ·ͨ͠😭 υϝΠϯΛ੔ཧ͠ͳ͕Β։ൃਪਐ💪 .JDSP 4FSWJDFT ҰྫͰ͢ $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ $IBSHFT ؔ࿈γεςϜ܊ %PNBJO-BZFS

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࣮ࡍͲΜͳײ͡ͳͷʁ

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શମߏ੒ਤ AWS Cloud VPC ALBC Istio-Ingress Gateway Virtual Service EKS Karpenter TGW DX Route 53 ACM GitHub Actions

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"84"NB[PO&,4 νʔϜ಺ͷଟ͘ͷΤϯδχΞ͕ "84ʹ׳Ε਌͠ΜͰ͍ͨ͜ͱ͔Β "84Λ࠾༻ɻ "84͕ఏڙ͢ΔίϯςφΦʔέετϨʔλʔ "NB[PO&$4΋͋Γ·͕͢ɺ(JU0QTͰσ ϓϩΠͷ࢓૊ΈΛγϯϓϧʹ͍ͨ͠ͱ͍͏Ϟνϕʔγϣϯ͕ڧ͘ɺ·ͨ *TUJPͳͲͷ๛෋ ͳΤίγεςϜ܈͔ΒɺνʔϜʹ߹ٕͬͨज़Λબఆ͍ͯ͘͜͠ͱ͕ग़དྷΔͷ΋େ͖͍ͱ൑ அͯ͠ &,4࠾༻Λܾஅ͠·ͨ͠ɻ ·ͨɺޙड़ͷ ,BSQFOUFSY(SBWJUPOΛ࠾༻͔ͨͬͨ͠ͱ͍͏ͷ΋͋Γ·͢ɻ

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"SHP$% (JU0QT લϖʔδͰ৮Εͨͱ͓Γɺ(JU0QTͷ࠾༻͸ܾΊ͓ͯΓɺͦͷதͰ΋ΑΓଟ͘ͷಋೖࣄྫ ͱ࣮੷͕͋Δ "SHP$%Λબ୒͠·ͨ͠ɻಛʹ "SHP$%6*͸ 43&νʔϜͰ͸ͳ͍ "QQ %FWFMPQFSTʹͱͬͯ΋௚ײతͰ෼͔Γ΍͘͢ɺརศੑ͕ߴ͍ͱड͚ࢭΊ͍ͯ·͢ɻ ·ͨɺ,VTUPNJ[Fͱ૊Έ߹ΘͤΔ͜ͱͰɺෳ਺؀ڥ΁ͷσϓϩΠ EFWFMPQ TUBHJOH QSPEVDUJPO ʹରԠͰ͖Δ͜ͱ΋େ͖͍Ͱ͢ɻݱࡏɺঝೝϑϩʔΛೖΕΔͨΊʹ "SHP $%*NBHF6QEBUFSಋೖΛݕূதʜ App Repo Manifest Repo

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*TUJP"84-PBE#BMBODFS$POUSPMMFS Ϛωʔδυ ,VCFSOFUFTαʔϏεΛར༻͢Δʹ͋ͨͬͯݕ౼͕ඞཁͱͳΔ *OHSFTTʹ͸ "84-PBE#BMBODFS$POUSPMMFSΛ࠾༻ɻ͞Βʹ /BNFTQBDFΛ·͍ͨͩϧʔςΟϯά Λ࣮ݱ͢ΔͨΊɺ·ͨαʔϏεؒ௨৴ͷൃੜ΋ݟਾ͑ͨαʔϏεϝογϡͷԸܙΛड͚Δ ͨΊʹ *TUJP΋ૣʑʹಋೖ͠·ͨ͠ɻ ˞ຊ౰͸ (BUFXBZ"1*͕ཉ͍͠ͷͰ͕͢ɺ71$-BUUJDF͸༻్͕ҧ͓ͬͯΓʜকདྷతʹ ͸ *TUJP͕αϙʔτ͢Δ (BUFXBZ"1*ʹҠߦ༧ఆɻ *TUJP,VCFSOFUFT(BUFXBZ"1*

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*TUJP"84-PBE#BMBODFS$POUSPMMFSߏ੒ 7JSUVBM4FSWJDF͔Β֤ϚΠΫϩαʔϏεͷ 4FSWJDFʹϧʔςΟϯά͍ͤͯ͞·͢ɻ (BUFXBZΛར༻ͨ͠ 4IBSFEHBUFXBZͷύλʔϯΛ࠾༻ɻ

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5FSSBGPSN ݩʑ NZ50,:0("4ϑϩϯτΤϯυͰ΋׆༻͓ͯ͠ΓɺҾ͖ଓ͖࠾༻ɻϑϩϯτΤϯυ ͸ "[VSFͰ͕ͨ͠ɺࠓճ͸ "84ͱ͍͏͜ͱ΋͋ΓɺͲͪΒʹ΋ద༻Մೳ͔ͭ %BUBEPHͳͲͷ؂ࢹπʔϧ΋ఆٛͰ͖ΔڧΈΛ׆͔͍ͨ͠ͱ൑அ͠·ͨ͠ɻ ,VCFSOFUFT͸ "SHP$% (JU0QT "84͸ 5FSSBGPSN ͷೋஈߏ͑Ͱߏங͍ͯ͠·͢ɻ

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ΤωϧΪʔاۀͱͯ͠େ੾ʹ͍ͨ͜͠ͱ

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ΤωϧΪʔޮ཰ͷྑ͍ϚγϯΛબ୒ ΤωϧΪʔޮ཰ͷྑ͍ϚγϯΛબ୒͢Δ͜ͱͰফඅిྗͷ࡟ݮʹߩݙ͍ͨ͠ʂ "84(SBWJUPO ͸ʮಉ౳ͷ &$Πϯελϯεͱൺֱͯ͠ɺಉ͡ύϑΥʔϚϯεͰ࠷େ গͳ͍ΤωϧΪʔΛ࢖༻ʯ͢Δ͜ͱͰೋࢎԽ୸ૉഉग़ྔͷ࡟ݮʹߩݙՄೳɻ ˠϚΠΫϩαʔϏεΛߏங͢ΔαʔϏεͷݴޠ͸ (PMBOHΛར༻͓ͯ͠ΓɺΫϩείϯύ ΠϧͰ "3.ΠϯελϯεΛબ୒Մೳʹʂ "84(SBWJUPO &$ʹ࠷ྑͷྉۚͱύϑΥʔϚϯεΛఏڙc"84 BNB[PODPN

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,BSQFOUFSʹΑΔϫʔΧʔϊʔυͷ؅ཧ Ϝμͷͳ͍Πϯελϯεར༻Ͱίετ͚ͩͰͳ͘ফඅిྗͷ࡟ݮʹߩݙ͍ͨ͠ʂ ࠷ॳʹߏங͢ΔαʔϏε͸ෛՙ͕ಡΈͮΒ͍ͨΊɺϊʔυͷબఆʹ໎͍͕ʜ͞Βʹࠓޙͷ ిྗɾΨεͷαʔϏεͨͪ͸͞ΒʹಡΈͮΒ͍΋ͷʹͳΔ͜ͱ͕૝ఆ͞Ε͍ͯ·ͨ͠ɻ ,BSQFOUFS ͸͋Β͔͡Ίར༻͢ΔൣғͷϊʔυछผΛఆ͓ٛͯ͘͜͠ͱͰߴ଎ʹϊʔυ ͕ىಈɺϓϩϏδϣχϯά͞ΕΔͨΊɺ·͞ʹئͬͨΓͳιϦϡʔγϣϯͰͨ͠ɻଟ਺ͷ ϊʔυάϧʔϓఆٛΛهड़͠ͳͯ͘΋ྑ͍ͷ͕خ͠Έʜʂ ˞4MBDLࣾ΋ಋೖͨ͠ͱ "84#MPHʹͯެ։͞Ε͍ͯ·͢ .": )PX4MBDLBEPQUFE,BSQFOUFSUPJODSFBTF0QFSBUJPOBMBOE$PTU&GGJDJFODZc$POUBJOFST BNB[PODPN

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(SBWJUPOY,BSQFOUFS લड़ͨ͠Α͏ʹ ΤωϧΪʔޮ཰ͷྑ͍Ϛγϯ Ϝμͷͳ͍Πϯελϯεར༻ Λ૊Έ߹ΘͤΔ͜ͱͰɺ౦ژΨε͕ܝ͛Δ ʮ೔ຊͷΤωϧΪʔاۀͱͯ͠ॳΊͯͷ $0ωοτɾθϩ΁ͷ௅ઓએݴʯʹΤϯδ χΞͱͯ͠΋ߩݙ͠·͢💪

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༨ஊ ౰ॳ͸ӡ༻ʹ͋ͨͬͯϝϯόʔ΋গͳ͍͜ ͱ͔Β 'BSHBUFͷબఆ΋ߟ͍͑ͯ·ͨ͠ɻ ͔͠͠ɺ࣮ίετׂ͕ߴʹͳΓ͕ͪͳ͜ͱ ɺ࠷৽ੈ୅ͷΠϯελϯεׂ͕Γ౰ͯΒΕ ͳ͍ ίϯτϩʔϧͰ͖ͳ͍ ͜ͱ͔ΒɺϚω ʔδυϊʔυάϧʔϓΛબ୒͢Δ͔͠ͳ͍ ʜͱߟ͍͑ͯͨதͰͷ ,BSQFOUFS͸ຊ౰ʹ ͋Γ͕͍ͨଘࡏͰͨ͠ʂ ྑ͍ײ͡ʹϓϩϏδϣχϯάʂ

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͜ΕͰզʑ΋Ϋϥ΢υωΠςΟϒʁ

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Ϋϥ΢υωΠςΟϒ Ϋϥ΢υɾ044࢖ͬͯ·͢ʁ $MPVE/BUJWF$PNQVUJOH'PVOEBUJPO $/$' ओಋͷ 044Λ࢖ͬͯ։ൃͯ͠Δ͜ͱʁ "84 (PPHMF$MPVE "[VSFΛར༻͍ͯ͠Δ͜ͱʁ

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Ϋϥ΢υωΠςΟϒ Ϋϥ΢υɾ044࢖ͬͯ·͢ʁ $MPVE/BUJWF$PNQVUJOH'PVOEBUJPO $/$' ओಋͷ 044Λ࢖ͬͯ։ൃͯ͠Δ͜ͱʁ "84 (PPHMF$MPVE "[VSFΛར༻͍ͯ͠Δ͜ͱʁ ͦΕ΋ͦ͏͔΋͠Εͳ͍ɾɾɾ ͨͩ͠ʮωΠςΟϒʯͳͷͰʮ౰ͨΓલͷΑ͏ʹ࢖͍ͬͯΔʯঢ়ଶͰ͋Δͱཧղɻ ౰ͨΓલʹ࢖͍͜ͳ͠ɺࣄۀ՝୊ΛΫϦΞ͍ͯ͘͜͠ͱ͕ॏཁͰ͋Δͱߟ͍͑ͯ·͢ɻ

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ߤߦ͸ॱ෩ຬൕɾɾɾʁ

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࣮ࡍ΍ͬͯΈͯͷॴײ ࣮ࡍʹߏஙΛ͍ͯ͘͠தͰ೉͠͞ͱπϥϛ΋ൃੜɻ Ͳ͜·Ͱ͕ ,VCFSOFUFTͳͷ͔ "84ͳͷ͔ʜ&,4Λ΍͍ͬͯΔͷ͔ "84Λ΍͍ͬͯΔ ͷ͔෼͔Βͳ͘ͳΔ FH*34"*".4FSWJDF"DDPVOU3#"$͕ʜ &,4͸ϓϨʔϯʹ͍ۙͷ͕ചΓ ͩͱࢥ͍ͬͯΔɾݸਓతݟղͰ͢ ͷͨΊɺϝτϦΫεαʔ όʔ΋σϑΥϧτͰ͸ಋೖ͞Ε͍ͯͳ͍ɻ)1"͕ػೳ͠ͳͯ͘ؾ෇͍ͨʜ ʮ(,&͸ʙʯͱಉ྅͔ΒΤϐιʔυΛฉ͘ͱʮͳΔ΄Ͳʯͱࢥ͏΋ͷ΋ɻ ࠷ۙΫϥελʔ "1*΁ͷೝূ؅ཧ͕ $POGJH.BQΦϯϦʔͰ͸ͳ͘ͳͬͨͷ͸ϋοϐʔ ˠΫϥελʔΛ (JU)VC"DUJPOTͷϩʔϧͰ࡞੒͢Δͱ (6*͔Β΋ΞΫηεෆՄͩͬͨ BOENPSF

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͍͞͝ʹ

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͍͞͝ʹ ,VCFSOFUFT͸ࠓ೥Ͱप೥ʂ🎉🎂 զʑ͸େ͍ʹελʔτ͕ग़஗ΕͨνʔϜɾɾɾ ͔͠͠෺ࣄΛ࢝ΊΔͷʹ஗͗͢Δ͜ͱ͸ͳ͍͸ͣʂ ͜ͷߤւΛޙչʹม͑ͳ͍ͨΊʹɺશ଎લਐ🏃 +5$Ͱ͋ͬͯ΋ɺগͣͭ͠Ϋϥ΢υωΠςΟϒͳ૊৫΁ɾɾɾʂ ͦͯ͜͠ͷΑ͏ͳίϛϡχςΟʹগ͠Ͱ΋ؐݩͰ͖ͨΒͱࢥ͍ͬͯ·͢💪

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Thank you!