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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
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Yusuke Sugiyama
May 22, 2024
Technology
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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
CloudNative Days Summer 2024 プレイベント@東京で発表した資料です。
Yusuke Sugiyama
May 22, 2024
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Transcript
ΤωϧΪʔϓϥοτϑΥʔϚʔΛ ࢦ͢౦ژΨε։ൃνʔϜ͕ ࢝Ίͨ ,VCFSOFUFT ݄ ౦ژΨεגࣜձࣾ ਿࢁ༞հ $MPVE/BUJWF%BZT 4VNNFSϓϨΠϕϯτ!౦ژ
ࣗݾհ q໊લ ਿࢁ༞հ :VTVLF4VHJZBNB qॴଐ ౦ژΨεϦϏϯάઓུ෦σδλϧϓϩμΫτਪਐάϧʔϓ ΤϯδχΞϦϯάϚωʔδϟʔ ݉ 43&5FBN-FBE qܦྺ
4* "84 4" ݄ΑΓݱ৬ q͖ 4VJDBϖϯΪϯ 'BTIJPO @yus_sugiyama
ຊ͓͢Δ͜ͱ ౦ژΨεͷΑ͏ͳຊͷ౷తاۀ +5$ ͕ɺΫϥυωΠςΟϒͳ։ൃνʔϜΛ࡞ͬ ͓ͯ٬͞·Ձͷ্ʹऔΓΜͰ͍Δ༷ࢠʹ͍͓ͭͯ͠·͢🚀 தͷਓ͕ͨͪؤுͬͯΓ͖ͳ͕Βɺ+5$Ϟμϯͳ։ൃʹνϟϨϯδͯ͠ΔΜͩͳʂ ͱ͍͏͜ͱΛͬͯΒ͍͍ͨͰ͢💪 ·ͨɺൃੜͨ͠՝ʹ͍ͭͯγΣΞͰ͖ͨΒͱࢥ͍ͬͯ·͢ɻ ͜Ε͔Βಉ͡Α͏ͳڥͰ ,VCFSOFUFTʹνϟϨϯδ͍ͯ͜͠͏ͱ͞Ε͍ͯΔํʹͱͬͯ
͜ͷ͓͕গ͠ͰࢀߟʹͳΕ͍Ͱ͢ʂ
౦ژΨεͬͯʁ
ͷྺ࢙ͱࣈͰΈΔ౦ژΨεάϧʔϓ ʢ໌࣏ ɺ౦ژΨεʮຊࢿຊओٛͷʯͰ͋Δ໌࣏࣌ͷ࣮ۀՈɾौ ӫҰʹΑཱͬͯ͞Ε·ͨ͠ɻ ΤωϧΪʔधཁͷ૿େʹ͍ɺΫϦʔϯͰߴޮͳΤωϧΪʔͱͯ͠ɺɺຊͰॳ Ίͯ -/( ӷԽఱવΨε Λಋೖɻ ͓٬͞·ΞΧϯτ
ສ݅ ࢢΨεࠃൢചγΣΞˋࠃ/Pɻ খചిྗൢച݅ສ݅ ʹ౸ୡɺ৽ిྗ/Pͱͳ͍ͬͯ·͢ɻ ࣈͰݟΔ౦ژΨεάϧʔϓc౦ژΨε UPLZPHBTDPKQ ΨεɾిؾɾαʔϏεԆܖ ݄࣌ ݄࣌
Ոఉ༻ࣄۀ͕ஔ͔Ε͍ͯΔݱঢ় ݄ʹిྗɺ݄ʹࢢΨε͕খചશ໘ࣗ༝ԽͱͳΓɺՈఉ༻ͷʹ͓͍ͯɺΤωϧΪʔձࣾ ͓٬͞·͔ΒબΕΔଘࡏʹͳΓ·ͨ͠ɻͦͷ݁ՌɺσδλϧʹΑΔ͓٬͞·ͷ֫ಘɾ͓٬͞·ମݧͷ্͕ٸ ͱͳ͍ͬͯ·͢ɻ ݄ ిྗখചࣗ༝Խελʔτ ʲಛผߴѹʳ େنɾେنΦϑΟεϏϧ ిྗ ࢢ
Ψε ݄ ࢢΨεখചࣗ༝Խελʔτ ʲؒສNҎ্ʳ ݄݄ ࣗ༝ԽྖҬ֦େ ʲߴѹʳ தখنɾதখϏϧ ݄d݄ ࣗ༝ԽྖҬ֦େ ʲؒສNҎ্ʳ ݄ શ໘ࣗ༝Խ ʲѹʳ ݄ શ໘ࣗ༝Խ ʲؒສNҎ্ʳ ҰൠՈఉͳͲ
ιϑτΣΞͷྗͰ৽ͨͳ࣌ߤւ։࢝ʂ ϦΞϧ -/(λϯΧʔΛʂ σδλϧ ,VCFSOFUFTΛʂ ϦΞϧͷڧΈΛ׆͔ͯ͠ σδλϧΛڧԽ͢Δߤւ💪
ੈքٿಅԽͷ࣌ ɺٿԹஆԽͷਐߦΛ͢Δݴ༿ͱͯ͠ʮٿಅԽʯ͕৽ޠɾྲྀߦޠେʹϊ ϛωʔτ͞Ε·ͨ͠ɻಛʹԽੴ೩ྉͷ೩ম͕େ͖ͳӨڹΛ༩͓͑ͯΓɺੈքతʹͬͨͳ ͠ͷঢ়گͱͳ͍ͬͯ·͢ɻ࣋ଓՄೳͳࣾձͷ࣮ݱʹߩݙ͢ΔͨΊʹɺ(9 άϦʔϯτϥϯ εϑΥʔϝʔγϣϯ ͪΖΜɺ%9Ҿ͖ଓ͖ॏཁͳཁૉͰ͢ɻ %9ΤϯδχΞ͕ ߩݙͰ͖Δʂ
ʮ౦ژʯʮΨεʯͷΛ͑Δ ʮ౦ژʯͷΛ͑Δɻ ʮΨεʯͷΛ͑Δɻ ͦͯ͠ʮΤωϧΪʔϓϥοτϑΥʔϚʔʯΛࢦ͢ɻ ͦͷͨΊʹࢲͨͪ։ൃνʔϜؤு͍ͬͯ·͢ʂ
౦ژΨε։ൃνʔϜͱ
౦ژΨε։ൃνʔϜͱ ͓٬͞· ։ൃνʔϜྖҬ όοΫΤϯυ جװγεςϜ #'' ϑϩϯτΤϯυ Λ୲ʂ ౦ژΨε$9ਪਐ෦σδλϧϚʔέςΟϯάάϧʔϓ ࣌
ʹൃͨ͠ ࣗࣾϓϩμΫτΛ։ൃ͢ΔνʔϜͰ͢ɻ ݄࣌ͰϦϏϯάઓུ෦ʹॴଐ ओʹ NZ50,:0("4 ͱݺΕΔձһαΠτͷ։ൃΛߦ͍ͬͯ·͢ɻ
myTOKYOGAS ͬͯʁ NZ50,:0("4 ຖ݄ͷΨεిؾͷ༻ྔɾྉۚΛ֬ೝͰ͖Δ ొແྉͷձһαʔϏεͰ͢ɻ ΨεɾిؾΛܖ͢Δଟ͘ͷํʹ͝ར༻͍͍͓ͨͩͯΓ·͢ɻ
ͪͳΈʹ NZ50,:0("4 ݄ϦχϡʔΞϧΦʔϓϯ͠·ͨ͠ʂ ։ൃνʔϜ͕୲͢ΔϑϩϯτΤϯυϑϧϦϓϨΠε💪 👉ϦϓϨΠεޙͷٕज़ελοΫ /FYUKT3FBDU/FTU+4(SBQI2-3FEJT.POHP%#1PTUHSF42- PO"[VSF
ͩ͜Θ͍ͬͯΔͱ͜Ζ ࢲͨͪ։ൃνʔϜʮࣄۀ৫ʯʹൃ͠·ͨ͠ɻ άϧʔϓϚωʔδϟʔٴͷʮ͓٬͞·͕ٻΊΔʹॊೈ͔ ͭૉૣ͘ରԠͰ͖Δମ੍ʹ͢Δඞཁ͕͋Δʯͱ͍͏ࢥ͍͔Β ࢝·͍ͬͯ·͢ɻτοϓμϯͰઐͷ৫Λ্ཱͪ͛Δ έʔεଟ͍ͱࢥ͍·͕͢ɺզʑʮࣄۀͱͷڑײ͕͍ۙ ͜ͱʯʹͩ͜Θ͍ͬͯ·͢ɻ σδλϧઌਐاۀͷΑ͏ʹػೳׂ͢Δ΄ͲͷϦιʔε͕ͳ ͍தɺڑײͷ͍ۙ #J[Y%FWͰͷϓϩμΫτ։ൃ͕ԿΑ
Γॏཁͩͱߟ͍͑ͯ·͢ʂ ࢲ͕࡞Γ·ͨ͠ ٴ౦ژΨεੜ͑ൈ͖ͷ ਓࡐͰ͢ʂ
8IZ,VCFSOFUFT
Why Kubernetes? ͔͍͍͔ͬ͜Β NZ50,:0("4๊͕͑Δ՝ΛΫϦΞ͍ͨ͠ʂ
NZ50,:0("4ͷ՝ ྫɿܖΛՃ͍ͨ͠έʔε ݱࡏͷձһใΛऔಘ "1* "1*Λݺͼग़͢ ܖใΛՃ "1*Λݺͼग़͢
ձһجຊใΛมߋ "1*Λݺͼग़͢ ݸਓผܖใΛߋ৽ "1*Λݺͼग़͢ όοΫΤϯυ #'' "1* "1* "1* "1* "1*
NZ50,:0("4ͷ՝ ܖͱɾɾɾʁ ྫɿܖΛՃ͍ͨ͠έʔε ݱࡏͷձһใΛऔಘ "1* "1*Λݺͼग़͢ ܖใΛՃ "1*Λݺͼग़͢
ձһجຊใΛมߋ "1*Λݺͼग़͢ ݸਓผܖใΛߋ৽ "1*Λݺͼग़͢ όοΫΤϯυ #'' "1* "1* "1* "1* "1*
NZ50,:0("4ͷ՝ ྫɿܖΛՃ͍ͨ͠έʔε ݱࡏͷձһใΛऔಘ "1* "1*Λݺͼग़͢ ܖใΛՃ "1*Λݺͼग़͢
ձһجຊใΛมߋ "1*Λݺͼग़͢ ݸਓผܖใΛߋ৽ "1*Λݺͼग़͢ υϝΠϯ͕ཧ ͞Ε͍ͯͳ͍ όοΫΤϯυ #'' "1* "1* "1* "1* "1*
NZ50,:0("4ͷ՝ 'BU#'' 8&# .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ
ɾ 'PS8&# YͬͬͬY ܖՃ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖՃ DSFBUF0OF #''Ͱٵऩʜ 'BU#''ʜ ιʔείʔυ ෦Ͱͷʜ ϦχϡʔΞϧ࣌Ͱ ͜Ε͕࠷దղͩͬͨ ݄ϦϦʔε͕ඞਢͩͬͨͨΊʜ
NZ50,:0("4ͷ՝ 'BU#'' 8&# .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ
ɾ 'PS8&# YͬͬͬY ܖՃ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖՃ DSFBUF0OF ൃੜ͢Δ ֎෦͚ʹ ͍ͨ͜͜͠ͳ ͍͍ ܖʹӨڹग़ͪΌ͏
NZ50,:0("4ͷ՝ 'BU#'' 8&# .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ
ɾ 'PS8&# YͬͬͬY ܖՃ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖՃ DSFBUF0OF ൃੜ͢Δ ʢ͋ͬ֎෦͚ʹ ͨͭ͠ ୭ʂʁ 8&#յͨ͠ͷʂ
NZ50,:0("4ͷ՝ 'BU#'' 8&# .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ
ɾ 'PS8&# YͬͬͬY ܖՃ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖՃ DSFBUF0OF ൃੜ͢Δ Ϗοάόϯ मਖ਼ೖΓ·ͨ͠
͜ΕΑ͘ݟΔͭͩɾɾɾ ˞όοΫΤϯυ७ਮͳϦϑτ
͞Βʹਂ͋Δ 'BU#'' 8&# .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ
ɾ 'PS8&# YͬͬͬY ܖՃ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖՃ DSFBUF0OF ਂ ؔ࿈γεςϜ
͞Βʹਂ͋Δ 'BU#'' 8&# .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ
ɾ 'PS8&# YͬͬͬY ܖՃ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖՃ DSFBUF0OF ਂ ؔ࿈γεςϜ ྺ࢙͋ΔاۀͰϨΨγʔͳ γεςϜͱͷର͕ඞཁ
՝ΛΓӽ͍͑ͯͨ͘Ίʹ
։ൃνʔϜͷϛογϣϯ ։ൃνʔϜͷϛογϣϯʮ͓٬͞·ʹૉૣ͘ՁΛಧ͚Δʯ͜ͱɻ ݱʹ͓͚Δ͓٬͞·ͷཁৗʹมԽ͢ΔதɺγεςϜ͕มԽʹ͑ΒΕͳ͍ঢ়گʜ ˠϛογϣϯͷୡ͕ࠔʂΞδϟΠϧਅͷ %FW0QTʹࢸΕͳ͍ʜʂ
։ൃνʔϜͷϛογϣϯ ։ൃνʔϜͷϛογϣϯʮ͓٬͞·ʹૉૣ͘ՁΛಧ͚Δʯ͜ͱɻ ݱʹ͓͚Δ͓٬͞·ͷཁৗʹมԽ͢ΔதɺγεςϜ͕มԽʹ͑ΒΕͳ͍ঢ়گʜ ˠϛογϣϯͷୡ͕ࠔʂΞδϟΠϧਅͷ %FW0QTʹࢸΕͳ͍ʜʂ ϞϊϦεΛϚΠΫϩαʔϏεʹ ͍ͯ͘͜͠ͱΛܾҙʂ💪
։ൃνʔϜͷϛογϣϯ ։ൃνʔϜͷϛογϣϯʮ͓٬͞·ʹૉૣ͘ՁΛಧ͚Δʯ͜ͱɻ ݱʹ͓͚Δ͓٬͞·ͷཁৗʹมԽ͢ΔதɺγεςϜ͕มԽʹ͑ΒΕͳ͍ঢ়گʜ ˠϛογϣϯͷୡ͕ࠔʂΞδϟΠϧਅͷ %FW0QTʹࢸΕͳ͍ʜʂ ϞϊϦεΛϚΠΫϩαʔϏεʹ ͍ͯ͘͜͠ͱΛܾҙʂ💪 ͜Ε·ͨखஈ తͰͳ͍
ࠓɺޫͷઓ͕࢜ٻΊΒΕ͍ͯΔ 'BU#'' 8&# .PCJMF %PNBJO-BZFS $POUSBDU 1PJOUT .FNCFST ɾ ɾ
ɾ 'PS8&# YͬͬͬY ܖՃ DSFBUF0OF "EEB$POUSBDU "EEB$POUSBDU $IBSHFT 1SPDFTT-BZFS 6* ɾ ɾ ɾ "EEB$POUSBDU 'PS.PCJMF"QQ ɾ ɾ ɾ ɾ ɾ ɾ 'PS&YUFSOBM47$ ܖՃ DSFBUF0OF ਂ ؔ࿈γεςϜ
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 ܖՃ DSFBUF0OF ܖՃ DSFBUF0OF /FX 4FSWJDF ؔ࿈γεςϜ܊ %PNBJO-BZFS υϝΠϯΛ ɾཧ
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 ܖՃ DSFBUF0OF ܖՃ DSFBUF0OF /FX 4FSWJDF ؔ࿈γεςϜ܊ %PNBJO-BZFS ,VCFSOFUFT ͷ࠾༻ʂ
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$POUSBDU ɾ ɾ ɾ #''GPS.PCJMF "QQT ܖՃ DSFBUF0OF ܖՃ DSFBUF0OF /FX 4FSWJDF ؔ࿈γεςϜ܊ %PNBJO-BZFS ৽نαʔϏεʹ ׆༻Ͱ͖ΔΑ͏ʹ💪 ˞#$͚ͷίϯςΩετΛҙࣝ
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$POUSBDU ɾ ɾ ɾ #''GPS.PCJMF "QQT ܖՃ DSFBUF0OF ܖՃ DSFBUF0OF /FX 4FSWJDF ؔ࿈γεςϜ܊ %PNBJO-BZFS มԽʹڧ͓͘٬͞·ʹ ૉૣ͘ՁΛಧ͚ΒΕΔ ΞʔΩςΫνϟ
"OTXFS8IZ,VCFSOFUFT ϚΠΫϩαʔϏεΛΓ͍ͨ ,VCFSOFUFTΛબʂͷલʹ લड़ͨ͠՝ղܾͷखஈͱͯ͠ϚΠΫϩαʔϏεΛબͱ͍͏ͷ͕͋Γ·͢ɻ ˠϚΠΫϩαʔϏεʹ ,VCFSOFUFT૬ੑൈ܈🤝 ίϯςφͷεέδϡʔϦϯάɾηϧϑώʔϦϯάʹΑΔ҆ఆͨ͠αʔϏεఏڙͷ࣮ݱ ࣗಈԽ͞ΕͨϩʔϧΞτͰͷߴසͳαʔϏεߋ৽ͷରԠ
நԽ͞ΕͨΫϥελʔʹΑΔϚγϯΛҙࣝ͠ͳ͍ίϯςφͷσϓϩΠ ϚχϑΣετͰͷཧʹΑΔ౷੍͞Εͨӡ༻ *B$(JU0QT BOENPSF
νʔϜߏॏཁ ࢲͨͪܦݧऀ࠾༻ͷΤϯδχΞͨͪυϝΠϯ ʹؔ͢Δ͕ࣝෆ͍ͯ͠·͢ɻ ͦͷͨΊάϧʔϓձࣾͰ͋Δ౦ژΨε Jωοτ ͷํʹྗΛିͯ͠Β͍͍ͨʂ ˠNZ50,:0("4͓ΑͼυϝΠϯ༗ࣝऀΛν ʔϜʹΈೖΕͯ͘ΕΔॊೈ͕͋͞Γ·ͨ͠😭 υϝΠϯΛཧ͠ͳ͕Β։ൃਪਐ💪 .JDSP
4FSWJDFT ҰྫͰ͢ $POUSBDU 1PJOUT .FNCFST ɾ ɾ ɾ $IBSHFT ؔ࿈γεςϜ܊ %PNBJO-BZFS
࣮ࡍͲΜͳײ͡ͳͷʁ
શମߏਤ AWS Cloud VPC ALBC Istio-Ingress Gateway Virtual Service EKS
Karpenter TGW DX Route 53 ACM GitHub Actions
"84"NB[PO&,4 νʔϜͷଟ͘ͷΤϯδχΞ͕ "84ʹ׳Ε͠ΜͰ͍ͨ͜ͱ͔Β "84Λ࠾༻ɻ "84͕ఏڙ͢ΔίϯςφΦʔέετϨʔλʔ "NB[PO&$4͋Γ·͕͢ɺ(JU0QTͰσ ϓϩΠͷΈΛγϯϓϧʹ͍ͨ͠ͱ͍͏Ϟνϕʔγϣϯ͕ڧ͘ɺ·ͨ *TUJPͳͲͷ๛ ͳΤίγεςϜ܈͔ΒɺνʔϜʹ߹ٕͬͨज़Λબఆ͍ͯ͘͜͠ͱ͕ग़དྷΔͷେ͖͍ͱ அͯ͠
&,4࠾༻Λܾஅ͠·ͨ͠ɻ ·ͨɺޙड़ͷ ,BSQFOUFSY(SBWJUPOΛ࠾༻͔ͨͬͨ͠ͱ͍͏ͷ͋Γ·͢ɻ
"SHP$% (JU0QT લϖʔδͰ৮Εͨͱ͓Γɺ(JU0QTͷ࠾༻ܾΊ͓ͯΓɺͦͷதͰΑΓଟ͘ͷಋೖࣄྫ ͱ࣮͕͋Δ "SHP$%Λબ͠·ͨ͠ɻಛʹ "SHP$%6* 43&νʔϜͰͳ͍ "QQ %FWFMPQFSTʹͱͬͯײతͰ͔Γ͘͢ɺརศੑ͕ߴ͍ͱड͚ࢭΊ͍ͯ·͢ɻ ·ͨɺ,VTUPNJ[FͱΈ߹ΘͤΔ͜ͱͰɺෳڥͷσϓϩΠ
EFWFMPQ TUBHJOH QSPEVDUJPO ʹରԠͰ͖Δ͜ͱେ͖͍Ͱ͢ɻݱࡏɺঝೝϑϩʔΛೖΕΔͨΊʹ "SHP $%*NBHF6QEBUFSಋೖΛݕূதʜ App Repo Manifest Repo
*TUJP"84-PBE#BMBODFS$POUSPMMFS Ϛωʔδυ ,VCFSOFUFTαʔϏεΛར༻͢Δʹ͋ͨͬͯݕ౼͕ඞཁͱͳΔ *OHSFTTʹ "84-PBE#BMBODFS$POUSPMMFSΛ࠾༻ɻ͞Βʹ /BNFTQBDFΛ·͍ͨͩϧʔςΟϯά Λ࣮ݱ͢ΔͨΊɺ·ͨαʔϏεؒ௨৴ͷൃੜݟਾ͑ͨαʔϏεϝογϡͷԸܙΛड͚Δ ͨΊʹ *TUJPૣʑʹಋೖ͠·ͨ͠ɻ ˞ຊ
(BUFXBZ"1*͕ཉ͍͠ͷͰ͕͢ɺ71$-BUUJDF༻్͕ҧ͓ͬͯΓʜকདྷతʹ *TUJP͕αϙʔτ͢Δ (BUFXBZ"1*ʹҠߦ༧ఆɻ *TUJP,VCFSOFUFT(BUFXBZ"1*
*TUJP"84-PBE#BMBODFS$POUSPMMFSߏ 7JSUVBM4FSWJDF͔Β֤ϚΠΫϩαʔϏεͷ 4FSWJDFʹϧʔςΟϯά͍ͤͯ͞·͢ɻ (BUFXBZΛར༻ͨ͠ 4IBSFEHBUFXBZͷύλʔϯΛ࠾༻ɻ
5FSSBGPSN ݩʑ NZ50,:0("4ϑϩϯτΤϯυͰ׆༻͓ͯ͠ΓɺҾ͖ଓ͖࠾༻ɻϑϩϯτΤϯυ "[VSFͰ͕ͨ͠ɺࠓճ "84ͱ͍͏͜ͱ͋ΓɺͲͪΒʹద༻Մೳ͔ͭ %BUBEPHͳͲͷࢹπʔϧఆٛͰ͖ΔڧΈΛ׆͔͍ͨ͠ͱஅ͠·ͨ͠ɻ ,VCFSOFUFT "SHP$%
(JU0QT "84 5FSSBGPSN ͷೋஈߏ͑Ͱߏங͍ͯ͠·͢ɻ
ΤωϧΪʔاۀͱͯ͠େʹ͍ͨ͜͠ͱ
ΤωϧΪʔޮͷྑ͍ϚγϯΛબ ΤωϧΪʔޮͷྑ͍ϚγϯΛબ͢Δ͜ͱͰফඅిྗͷݮʹߩݙ͍ͨ͠ʂ "84(SBWJUPO ʮಉͷ &$Πϯελϯεͱൺֱͯ͠ɺಉ͡ύϑΥʔϚϯεͰ࠷େ গͳ͍ΤωϧΪʔΛ༻ʯ͢Δ͜ͱͰೋࢎԽૉഉग़ྔͷݮʹߩݙՄೳɻ ˠϚΠΫϩαʔϏεΛߏங͢ΔαʔϏεͷݴޠ (PMBOHΛར༻͓ͯ͠ΓɺΫϩείϯύ ΠϧͰ
"3.ΠϯελϯεΛબՄೳʹʂ "84(SBWJUPO &$ʹ࠷ྑͷྉۚͱύϑΥʔϚϯεΛఏڙc"84 BNB[PODPN
,BSQFOUFSʹΑΔϫʔΧʔϊʔυͷཧ Ϝμͷͳ͍Πϯελϯεར༻Ͱίετ͚ͩͰͳ͘ফඅిྗͷݮʹߩݙ͍ͨ͠ʂ ࠷ॳʹߏங͢ΔαʔϏεෛՙ͕ಡΈͮΒ͍ͨΊɺϊʔυͷબఆʹ໎͍͕ʜ͞Βʹࠓޙͷ ిྗɾΨεͷαʔϏεͨͪ͞ΒʹಡΈͮΒ͍ͷʹͳΔ͜ͱ͕ఆ͞Ε͍ͯ·ͨ͠ɻ ,BSQFOUFS ͋Β͔͡Ίར༻͢ΔൣғͷϊʔυछผΛఆ͓ٛͯ͘͜͠ͱͰߴʹϊʔυ ͕ىಈɺϓϩϏδϣχϯά͞ΕΔͨΊɺ·͞ʹئͬͨΓͳιϦϡʔγϣϯͰͨ͠ɻଟͷ ϊʔυάϧʔϓఆٛΛهड़͠ͳͯ͘ྑ͍ͷ͕خ͠Έʜʂ ˞4MBDLࣾಋೖͨ͠ͱ "84#MPHʹͯެ։͞Ε͍ͯ·͢
.": )PX4MBDLBEPQUFE,BSQFOUFSUPJODSFBTF0QFSBUJPOBMBOE$PTU&GGJDJFODZc$POUBJOFST BNB[PODPN
(SBWJUPOY,BSQFOUFS લड़ͨ͠Α͏ʹ ΤωϧΪʔޮͷྑ͍Ϛγϯ Ϝμͷͳ͍Πϯελϯεར༻ ΛΈ߹ΘͤΔ͜ͱͰɺ౦ژΨε͕ܝ͛Δ ʮຊͷΤωϧΪʔاۀͱͯ͠ॳΊͯͷ $0ωοτɾθϩͷઓએݴʯʹΤϯδ χΞͱͯ͠ߩݙ͠·͢💪
༨ஊ ॳӡ༻ʹ͋ͨͬͯϝϯόʔগͳ͍͜ ͱ͔Β 'BSHBUFͷબఆߟ͍͑ͯ·ͨ͠ɻ ͔͠͠ɺ࣮ίετׂ͕ߴʹͳΓ͕ͪͳ͜ͱ ɺ࠷৽ੈͷΠϯελϯεׂ͕ΓͯΒΕ ͳ͍ ίϯτϩʔϧͰ͖ͳ͍ ͜ͱ͔ΒɺϚω ʔδυϊʔυάϧʔϓΛબ͢Δ͔͠ͳ͍
ʜͱߟ͍͑ͯͨதͰͷ ,BSQFOUFSຊʹ ͋Γ͕͍ͨଘࡏͰͨ͠ʂ ྑ͍ײ͡ʹϓϩϏδϣχϯάʂ
͜ΕͰզʑΫϥυωΠςΟϒʁ
ΫϥυωΠςΟϒ Ϋϥυɾ044ͬͯ·͢ʁ $MPVE/BUJWF$PNQVUJOH'PVOEBUJPO $/$' ओಋͷ 044Λͬͯ։ൃͯ͠Δ͜ͱʁ "84 (PPHMF$MPVE "[VSFΛར༻͍ͯ͠Δ͜ͱʁ
ΫϥυωΠςΟϒ Ϋϥυɾ044ͬͯ·͢ʁ $MPVE/BUJWF$PNQVUJOH'PVOEBUJPO $/$' ओಋͷ 044Λͬͯ։ൃͯ͠Δ͜ͱʁ "84 (PPHMF$MPVE "[VSFΛར༻͍ͯ͠Δ͜ͱʁ ͦΕͦ͏͔͠Εͳ͍ɾɾɾ
ͨͩ͠ʮωΠςΟϒʯͳͷͰʮͨΓલͷΑ͏ʹ͍ͬͯΔʯঢ়ଶͰ͋Δͱཧղɻ ͨΓલʹ͍͜ͳ͠ɺࣄۀ՝ΛΫϦΞ͍ͯ͘͜͠ͱ͕ॏཁͰ͋Δͱߟ͍͑ͯ·͢ɻ
ߤߦॱ෩ຬൕɾɾɾʁ
࣮ࡍͬͯΈͯͷॴײ ࣮ࡍʹߏஙΛ͍ͯ͘͠தͰ͠͞ͱπϥϛൃੜɻ Ͳ͜·Ͱ͕ ,VCFSOFUFTͳͷ͔ "84ͳͷ͔ʜ&,4Λ͍ͬͯΔͷ͔ "84Λ͍ͬͯΔ ͷ͔͔Βͳ͘ͳΔ FH*34"*". 4FSWJDF"DDPVOU3#"$͕ʜ
&,4ϓϨʔϯʹ͍ۙͷ͕ചΓ ͩͱࢥ͍ͬͯΔɾݸਓతݟղͰ͢ ͷͨΊɺϝτϦΫεαʔ όʔσϑΥϧτͰಋೖ͞Ε͍ͯͳ͍ɻ)1"͕ػೳ͠ͳͯ͘ؾ͍ͨʜ ʮ(,&ʙʯͱಉ྅͔ΒΤϐιʔυΛฉ͘ͱʮͳΔ΄Ͳʯͱࢥ͏ͷɻ ࠷ۙΫϥελʔ "1*ͷೝূཧ͕ $POGJH.BQΦϯϦʔͰͳ͘ͳͬͨͷϋοϐʔ ˠΫϥελʔΛ (JU)VC"DUJPOTͷϩʔϧͰ࡞͢Δͱ (6*͔ΒΞΫηεෆՄͩͬͨ BOENPSF
͍͞͝ʹ
͍͞͝ʹ ,VCFSOFUFTࠓͰपʂ🎉🎂 զʑେ͍ʹελʔτ͕ग़ΕͨνʔϜɾɾɾ ͔͠͠ࣄΛ࢝ΊΔͷʹ͗͢Δ͜ͱͳ͍ͣʂ ͜ͷߤւΛޙչʹม͑ͳ͍ͨΊʹɺશલਐ🏃 +5$Ͱ͋ͬͯɺগͣͭ͠ΫϥυωΠςΟϒͳ৫ɾɾɾʂ ͦͯ͜͠ͷΑ͏ͳίϛϡχςΟʹগ͠ͰؐݩͰ͖ͨΒͱࢥ͍ͬͯ·͢💪
Thank you!