AWS Summit Tokyo 2018 gumi Inc. が目指す Less DevOps, More Code -運用を削減して, もっとコードを書こう!!-

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE Less DevOps, More Code ʙӡ༻Λ࡟ݮͯ͠ ΋ͬͱίʔυΛॻ͜͏ʙ AWS
Summit Tokyo 2018 Day 3 HVNJ*OD͕໨ࢦ͢ʜ ೥݄೔ HVNJ*OD$50زాխਔ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ձࣾ঺հ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ձࣾ঺հ ւ֎ల։ ઃཱ ೥݄೔ ࠃ಺ࢠձࣾ ࣾ ւ֎ࢠձࣾ
ࣾ ઃཱ ೥݄೔ ࠃ಺ࢠձࣾ ࣾ ւ֎ࢠձࣾ ࣾ ˞೥݄ݱࡏ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ձࣾ঺հ αʔόαΠυٕज़ Πϯϑϥ ڞ௨αʔϏε ೝূ ՝ۚ ϩάऩू
πʔϧ܈ "1*

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ձࣾ঺հ αʔόαΠυٕज़ Πϯϑϥ ˡ࢖༻ྺ ೥Ҏ্ ڞ௨ج൫ ೝূ
՝ۚ ϩάऩू πʔϧ܈ "1*

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ձࣾ঺հ gumi TECH Drinkup https://gumitech.connpass.com/event/84157/ ٕज़৘ใΛڞ༗͢ΔҿΈձ ୈҰճ͸
ࢀՃऀΛืूத

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࣗݾ঺հ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࣗݾ঺հ زాխਔ ͍ͨ͘ ·͞ͻͱ زాխਔ ͍ͨ͘ ·͞ͻͱ
HVNJ*OD$50 ݉ϘʔυήʔϜΫϥϒ෦௕ +BQBO&MJYJS"TTPDJBUJPOཧࣄ *%DPPMEBFNPO HVNJ*OD$50 ݉ϘʔυήʔϜΫϥϒ෦௕ +BQBO&MJYJS"TTPDJBUJPOཧࣄ *%DPPMEBFNPO ೥݄ ύιίϯ௨৴  αʔό ΫϥΠΞϯτ ϓϩτίϧઃܭ ೥݄ ύιίϯ௨৴  αʔό ΫϥΠΞϯτ ϓϩτίϧઃܭ ೥݄ ϙʔλϧαΠτ  8FCΤϯδχΞ ೥݄ ϙʔλϧαΠτ  8FCΤϯδχΞ ೥݄ ΫϨδοτΧʔυ  ܾࡁͷ୺຤΍αʔό։ൃ ೥݄ ΫϨδοτΧʔυ  ܾࡁͷ୺຤΍αʔό։ൃ ೥݄ ιʔγϟϧήʔϜ ΠϚίί ೥݄ ιʔγϟϧήʔϜ ΠϚίί

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ ؂ࢹର৅ Ҏ্ͷ ਓͷ ΠϯϑϥΤϯδχΞ
Ҏ্ͷ "84ΞΧ΢ϯτ Ҏ্ͷ ؀ڥ 74

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ ؂ࢹର৅ Ҏ্ͷ ਓͷ ΠϯϑϥΤϯδχΞ
Ҏ্ͷ "84ΞΧ΢ϯτ Ҏ্ͷ ؀ڥ 74 ߨٛऀϊʔτ ͜Ε͕ ͍·ͷHVNJͷঢ়گ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ ؂ࢹର৅ Ҏ্ͷ Ҏ্ͷ "84ΞΧ΢ϯτ Ҏ্ͷ
؀ڥ 74 ਓͷ ΠϯϑϥΤϯδχΞ ϦϏϧυ׻ܴ ߴ඼࣭ ৽؀ڥӦۀ೔಺ ٸͳࠩ͠ࠐΈରԠ ೔ʑͷӡ༻

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؀ڥ 74 ਓͷ ΠϯϑϥΤϯδχΞ ϦϏϧυ׻ܴ ߴ඼࣭ ৽؀ڥӦۀ೔಺ ٸͳࠩ͠ࠐΈରԠ ೔ʑͷӡ༻ ߨٛऀϊʔτ ೔ʑͷ೔ৗۀ຿Λߦ͍ͳ͕Β ٸͳ࠶࢓ࠐΈʹରԠͭͭ͠ ৽؀ڥΛϛʔςΟϯά ؚΊͯ Ӧۀ೔Ҏ಺ʹ४උ͢Δ͔͠΋ Α͘ݕূ͞Ε͓ͯΓ ো֐ʹڧ͘ ࡞ۀʹ ൈ͚࿙Ε͕ͳ͍ཁ͕݅࿙Ε͍ͯ΋ ࠶ߏஙΛେ׻ܴ͍ͯ͠ΔԾʹ 71$ͷ࡞Γ௚ ͕͠࿈࠯ͯ͠ શͯ࡞Γ௚͠ʹͳͬͯ΋େ׻ܴ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ ਓͷ ΠϯϑϥΤϯδχΞ ϦϏϧυ׻ܴ ߴ඼࣭ ৽؀ڥӦۀ೔಺
ٸͳࠩ͠ࠐΈରԠ ೔ʑͷӡ༻

ٸͳࠩ͠ࠐΈରԠ ೔ʑͷӡ༻ ίʔυԽ ༨ྗ ௐࠪ ࣮ݧ ڭҭ આಘ ޮ཰Խ

ٸͳࠩ͠ࠐΈରԠ ೔ʑͷӡ༻ ίʔυԽ ༨ྗ ௐࠪ ࣮ݧ ڭҭ આಘ ޮ཰Խ ߨٛऀϊʔτ Ͳ͏࣮ݱ͍ͯ͠Δͷ͔ ·ͣ༨ྗΛ࡞Δͦͷ༨ྗΛ࢖ͬͯௐࠪͱ࣮ݧΛߦ͏ௐ ࠪ݁ՌΛݩʹ৘ใڞ༗΍ڭҭ ܾࡋݖऀͷઆಘΛߦ͏࠷ޙʹख࡞ۀΛίʔυԽ͢ Δͦ͏͢Δͱ ࠶ͼ༨ྗ͕ੜ·ΕΔ͜ΕͰޮ཰ԽͷαΠΫϧ͕ճΔ͔ͩΒ࣮ݱ Ͱ͖Δ

ٸͳࠩ͠ࠐΈରԠ ೔ʑͷӡ༻ ίʔυԽ ༨ྗ ௐࠪ ࣮ݧ ڭҭ આಘ ޮ཰Խ ͦΖͦΖ Έͳ͞Μ΋ʜ ΠϯϑϥͰ ർฐ͢Δͷ ࢭΊ·ͤΜ͔ʁ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ʁʁʁ ࠓͷ࿩͠ʜ މࢄष͍ ͱࢥͬͨਓ͸ ڍखΛ͓ئ͍͠·͢

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ʁʁʁ މࢄष͍ ष͍ͱ͜Ζʹ ֖ ݟམͱ͠ ແؔ৺
ຊ౰ͷ ݱ৔͸ ໰୊ͩΒ͚

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ʁʁʁ ࢲͨͪ΋ࣦഊ͖ͯͨ͠ʜ ૢ࡞ϛεͰ%#ফͪ͠Όͬͨ ઃఆϛεͰ.2ࢭ·ͬͪΌͬͨ ຊ౰ͷ ݱ৔͸ ໰୊ͩΒ͚

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ʁʁʁ ຊ౰ͷ ݱ৔͸ ໰୊ͩΒ͚ ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ʁʁʁ ຊ౰ͷ ݱ৔͸ ໰୊ͩΒ͚ ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ ߨٛऀϊʔτ ·ͩ
શͯͷ؀ڥΛίʔυԽͰ͖͍ͯͳ͍ະͩʹچ؀ڥΛϝϯςφϯε͠ͳ͕Β গͣͭ͠վળΛଓ͚͍ͯΔ֎෦ͷΠϯϑϥۀऀ΁ख࡞ۀΛґཔ͍ͯ͠ΔήʔϜλ Πτϧ΋͋Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ʁʁʁ ຊ౰ͷ ݱ৔͸ ໰୊ͩΒ͚ ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ ੍໿΍৚݅ʹᝃΉ ࢒Δख࡞ۀ
ӡ༻ίετ૿େ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ʁʁʁ ຊ౰ͷ ݱ৔͸ ໰୊ͩΒ͚ ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ ੍໿΍৚݅ʹᝃΉ ࢒Δख࡞ۀ
ӡ༻ίετ૿େ ߨٛऀϊʔτ ίʔυԽࣗମ΋೉͍͠ίʔυ͕ॻ͚ͳ͍ӡ༻ऀʹίʔυԽΛ͓ئ͍͢Δͱ ԿΛ ίʔυԽͯ͠ྑ͍ͷ͔൑அͰ͖ͳ͍Ճ͑ͯ ੍໿৚͕݅ଟ͘ݟ͍͑ͯΔͨΊ ໘౗ ʹͳͬͯίʔυԽΛఘΊͯ͠·͏݁Ռ ۀ຿֦େͱڞʹ࢓ࣄ͸૿͑ଓ͚ΔͨΊ ӡ ༻ίετ͸૿Ճ͠ଓ͚Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ʁʁʁ ຊ౰ͷ ݱ৔͸ ໰୊ͩΒ͚ ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ ੍໿΍৚݅ʹᝃΉ Ռ׶ʹίʔυԽ
ෳࡶոحͳ࢓૊Έ ࢒Δख࡞ۀ ӡ༻ίετ૿େ

ෳࡶոحͳ࢓૊Έ ࢒Δख࡞ۀ ӡ༻ίετ૿େ ߨٛऀϊʔτ ٯʹ ӡ༻Λ஌Βͳ͍։ൃऀʹίʔυԽΛ͓ئ͍͢Δͱ ΄Ͳྑ͍ཁ݅ఆٛΛͰ͖ ͣ ແବͳίʔυԽʹ૸Δଟେͳ޻਺ͱҾ͖׵͑ʹ ϝϯςφϯεෆೳͳෳࡶͳ࢓ ૊Έ͕Ͱ͖͕͋Δ

ෳࡶոحͳ࢓૊Έ ࢒Δख࡞ۀ ӡ༻ίετ૿େ ߨٛऀϊʔτ ऄ଍͕ͩ ਺஋͸݁ՌͰ͋Γ ཧ೦΍ߦಈͰ͸ͳ͍$50͕؂ࢹϙΠϯτΛ ਓͰӡ༻͠Ζͱݴ͍ͨग़ͨ͠Β ඇৗʹةݥͳஹީ

ෳࡶոحͳ࢓૊Έ ࢒Δख࡞ۀ ӡ༻ίετ૿େ Ͱ͸ ԿΛ఻͑ʹ ͖ͨͷʁ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ ελʔτΞοϓ Ұ෦্৔اۀ ࣄྫ঺հ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ ελʔτΞοϓ Ұ෦্৔اۀ ࣄྫ঺հ ߨٛऀϊʔτ ελʔτΞοϓ͔Β্৔اۀ΁੒௕͢Δ·ͰʹຯΘͬͨΠϯϑϥӡ༻ͷ੒௕௧ͷ ࿩͠Λ͢Δ͜ͷ੒௕௧͸ࠓ΋มΘΒͣʹײ͍ͯ͡Δ͜ͷ࿩͔͠Β
ʮͦΜͳঢ়گ ͔ΒվળΛଓ͚͖ͯͨͷ͔ʁʯʮͳΒ΢νͰ΋Ͱ͖Δʂʯͱࢥ͍ͬͯͨͩ͘ͷ͕ࠓ ೔ͷ࡞ઓ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ࠓ೔ͷ࿩͠ Ұਓ νʔϜ ૊৫ ελʔτΞοϓ Ұ෦্৔اۀ ख࡞ۀ
ίʔυԽ ࣄྫ঺հ

ίʔυԽ ࣄྫ঺հ ߨٛऀϊʔτ ࠓ೔ͷ࿩͠͸ ҰਓͷΠϯϑϥ୲౰ऀ͕ख࡞ۀΛߦ͍ͬͯͨ࿩͔͠Β࢝ΊΔ࿩͠ ͷ࠷ޙʹ͸νʔϜ૊৫ͱͳΓ ख࡞ۀ͕ίʔυԽ͞ΕΔΑͬͯຊߨԋͷର৅ऀͷ ؒޱ͸޿͍طʹߴ౓ͳࣗಈԽ͕׬͍ྃͯ͠Δํ͸ର৅֎શͯͷݱ৔͕ಉ͡ಓΛ ḷΔΘ͚Ͱ͸ͳ͍͕ Έͳ͞Μͷ৬৔ͱHVNJͷࣅ͍ͯΔͱ͜ΖΛ୳ͯ͠΄͍͠

ίʔυԽ ࣄྫ঺հ ˓✕ϝιουͰେ੒ޭ ˘˚πʔϧͰେվળ ࣋ͪؼͬͯ΄͍͜͠ͱ

ίʔυԽ ࣄྫ঺հ ˓✕ϝιουͰେ੒ޭ ˘˚πʔϧͰେվળ ࣋ͪؼͬͯ΄͍͜͠ͱ ߨٛऀϊʔτ ࢒೦ͳ͕Β ʮԿͱ͔ϝιουΛಋೖͯ͠େ੒ޭʯ΍ʮԿͱ͔πʔϧΛೖΕͯେվ ળʯͱ͍͏࿩͠͸࣋ͪؼΕͳ͍͔͠͠ ҆৺ͯ͠΄͍͠ʮҎ্ͷ؂ࢹϙΠ ϯτΛਓͰӡ༻͍ͯ͠Δʯ࿩͠ʹܨ͕Δ΋ͷΛ࣋ͪؼΓՄೳ

ίʔυԽ ࣄྫ঺հ ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to Try, First to Fail, First to Recover!

ίʔυԽ ࣄྫ঺հ ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to Try, First to Fail, First to Recover! ߨٛऀϊʔτ Πϯϑϥӡ༻ͷޮ཰Խ͸ ࣦഊͱվળͷ܁Γฦ͕͠Ԇʑͱଓ࣮͘ݧΛ໘౗͕Γ ࣦ ഊΛڪΕ͍ͯΔͱ ͍ͭ·Ͱ΋ख࡞ۀ஍ࠈ͔Βൈ͚ग़ͤͳ͍

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ໨࣍ ѱઓۤಆͨ͠ վળͷาΈ ͸೥͔͚ͯ΋ऴΘΒͳ͍ վળΛଅਐ͢Δ ίʔυԽ ͷਐΊํ͸ࢼߦࡨޡͷ࿈ଓ
·ͱΊ ෼૝ఆ ෼૝ఆ ඵ૝ఆ

·ͱΊ ෼૝ఆ ෼૝ఆ ඵ૝ఆ ߨٛऀϊʔτ ࠓ೔ͷ໨࣍HVNJͷվળͷาΈΛฉ͍ͯ ΞϨͳΒ΢νʹ΋Ͱ͖Δʂͱࢥͬͯ΄͠ ͍૊৫తͳΤϞ͍࿩͠Ͱ͢·͵ͦͷޙ ։ൃ΍πʔϧͷ࿩͠Λ͢ΔΈͳ͞Μ͕ ࢖͍ͬͯΔπʔϧͱൺֱͯ͠΄͍͠࠷ޙʹ ؆୯ʹ·ͱΊΛ࿩͢

·ͱΊ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ೥ ೥ ೥

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ώʔϩʔొ৔ ೥

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ώʔϩʔొ৔ ॳ୅$50ʹΑΔ௽ͷҰ੠ ίετ؅ཧ͕༰қ ίʔυԽ͕Մೳ ࢼߦ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ώʔϩʔొ৔ ॳ୅$50ʹΑΔ௽ͷҰ੠ ίετ؅ཧ͕༰қ ίʔυԽ͕Մೳ "84ઐ೚ऀ೚໋
I’m a HERO ઐ໳Ոʹݖݶͱ੹೚Λूத ࢼߦ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ώʔϩʔొ৔ ॳ୅$50ʹΑΔ௽ͷҰ੠ ίετ؅ཧ͕༰қ ίʔυԽ͕Մೳ "84ઐ೚ऀ೚໋
I’m a HERO ઐ໳Ոʹݖݶͱ੹೚Λूத ࢼߦ ߨٛऀϊʔτ ҰਓʹΠϯϑϥͷݖݶͱ੹೚Λूதͤ͞ Ұఆͨ͠඼࣭Λอͭ"84ͷૢ࡞͸ "84ʹਫ਼௨ͨ͠ઐ໳Ո ώʔϩʔ ͕੹೚Λ࣋ͬͯߦ͏ͨΊ ࣄނͳͲ͓͖ͳ͍ʂ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ώʔϩʔొ৔ ՝୊ "84ઐ೚ऀ೚໋ I’m a
HERO ઐ໳Ոʹݖݶͱ੹೚Λूத

HERO ઐ໳Ոʹݖݶͱ੹೚Λूத ۀ຿ྔ૿Ճ λεΫফԽෆྑ ஌ࣝͷภΓ ੟ҬԽ υΩϡϝϯτෆ଍ τϥοΫφϯόʔ

HERO ઐ໳Ոʹݖݶͱ੹೚Λूத ۀ຿ྔ૿Ճ λεΫফԽෆྑ ஌ࣝͷภΓ ੟ҬԽ υΩϡϝϯτෆ଍ τϥοΫφϯόʔ ߨٛऀϊʔτ ҰਓͰॲཧͰ͖Δۀ຿ʹݶք͕͋Δۀ຿ྔ͕૿͑Δͱ ͙͢ʹۀ຿ফԽෆྑͱͳ Δ·ͨ ۀ຿͕Ұਓʹด͍ͯ͡ΔͨΊ Ҿ͖ܧ͗Λҙࣝͨ͠υΩϡϝϯτ͕ଘࡏͤ ͣ ஌͕ࣝҰਓʹภ͍ͬͯΔ͜ͷҰਓʹԿ͔͕͋Δͱ ۀ຿͕ࢭ·Δঢ়ଶ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ώʔϩʔొ৔ ೥

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ώʔϩʔొ৔ ೥ ߨٛऀϊʔτ ࣄۀ͕֦େ͢Δͱ ҰਓͰΠϯϑϥΛӡ༻͢Δͷ͸ਏ͍

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ώʔϩʔొ৔ νʔϜ݁੒ ೥ ೥

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ΤϯδχΞट೴ਞ ʹΑΔ߹ٞ νʔϜ݁੒ ࢼߦ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ΤϯδχΞट೴ਞ ʹΑΔ߹ٞ νʔϜ݁੒ ӡ༻ऀ ࢼߦ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ΤϯδχΞट೴ਞ ʹΑΔ߹ٞ νʔϜ݁੒ ӡ༻νʔϜ ࢼߦ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ΤϯδχΞट೴ਞ ʹΑΔ߹ٞ νʔϜ݁੒ ӡ༻νʔϜ ࢼߦ
ߨٛऀϊʔτ ౰࣌ͷӡ༻୲౰ऀͷԼʹӡ༻νʔϜΛ݁੒ͨࣾ͠಺֎͔Β"84ʹৄͦ͠͏ͳӡ ༻ऀΛ࠾༻͢Δํ਑

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ΤϯδχΞट೴ਞ ʹΑΔ߹ٞ νʔϜ݁੒ ӡ༻νʔϜ λεΫ؅ཧ
υΩϡϝϯτ੔උ ࢼߦ

υΩϡϝϯτ੔උ ࢼߦ ߨٛऀϊʔτ ҰਓͰ͸ͳ͘ νʔϜͰ࢓ࣄΛ͢ΔͨΊ λεΫ؅ཧπʔϧͱ υΩϡϝϯτ؅ཧπʔ ϧΛಋೖ

υΩϡϝϯτ੔උ ڞ௨։ൃνʔϜ ࢼߦ

υΩϡϝϯτ੔උ ڞ௨։ൃνʔϜ ࢼߦ ߨٛऀϊʔτ ։ൃνʔϜͱӡ༻νʔϜͷ伱ؒΛຒΊͨΓ αʔόෛՙ໰୊Λղܾ͢Δڞ௨αʔϏ ε։ൃͷνʔϜΛ݁੒೥౰࣌ͷٞࣄ࿥ʹ ӡ༻νʔϜͱڞ௨αʔϏε։ൃͷ ྆νʔϜ͸ কདྷతʹۀ຿ͷ͕֞ࠜফ͑ ؇΍͔ʹ͍ࠞͬͯ͘͟ͱهࡌ͍ͯ͞Δ

υΩϡϝϯτ੔උ ڞ௨։ൃνʔϜ ࢼߦ ߨٛऀϊʔτ ͜ͷνʔϜͷ݁੒ʹΑΓ ֤ήʔϜ͕ڞ௨Ͱར༻͢ΔαʔϏε΍ϥΠϒϥϦ ϑϨʔ ϜϫʔΫͷ։ൃ΍ ศརͳ֎෦αʔϏε΍πʔϧͷಋೖ͕ੵۃखʹߦΘΕΔΑ͏ʹ ͳͬͨো֐΍ෛՙʹڧ͍αʔόઃܭͳͲ΋ ͜ͷνʔϜͷޭ੷

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ՝୊ νʔϜ݁੒ ӡ༻νʔϜ ۀ຿ྔ૿Ճ νʔϜ໰୊
+

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ՝୊ νʔϜ݁੒ ӡ༻νʔϜ ۀ຿ྔ૿Ճ νʔϜ໰୊
+ ߨٛऀϊʔτ νʔϜԽͨ͜͠ͱͰґཔফԽͷฒྻ౓্͕͔ͬͨ͠͠ ࣄۀ֦େʹ൐͏ۀ຿ྔ૿ Ճ͸ࢭ·Βͣ Ճ͑ͯ ෳ਺ͷਓ͕ؒڞʹಇ͘ͱඞͣ໰୊͕ൃੜ͢Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ՝୊ νʔϜ݁੒ ӡ༻νʔϜ ۀ຿ྔ૿Ճ ଐਓԽ
Χ΢ϘʔΠ νʔϜ໰୊ +

Χ΢ϘʔΠ νʔϜ໰୊ + ߨٛऀϊʔτ ಛఆͷۀ຿Λ ͦΕΛҰ൪ಘҙͱ͢Δਓʹ౉͠ଓ͚ΔͨΊ νʔϜ಺ͰҰਓͻͱΓ ͕ผʑͷ͜ͱʹूத͍ͯͨ݁͠Ռ Ұਓ͕౗ΕΔͱ ۀ຿ʹࢧো͕ͰΔ

Χ΢ϘʔΠ νʔϜ໰୊ + αΠϩԽ

Χ΢ϘʔΠ νʔϜ໰୊ + αΠϩԽ ߨٛऀϊʔτ ॎׂΓͷνʔϜ͕૿͑ͨӨڹͰ ίϛϡχέʔγϣϯϩε͕૿͑ͨԿ͔Ұͭͷऔ Γ૊ΈΛߦ͏ࡍ ಉҙΛಘΔίετ͕ߴ͍ঢ়ଶ

Χ΢ϘʔΠ νʔϜ໰୊ + αΠϩԽ εϊʔϑϨʔΫྔ࢈ ߏ੒υϦϑτଟൃ

Χ΢ϘʔΠ νʔϜ໰୊ + αΠϩԽ εϊʔϑϨʔΫྔ࢈ ߏ੒υϦϑτଟൃ ߨٛऀϊʔτ ख࡞ۀ͕ओମͷͨΊ ઃఆ͕߱Γੵ΋ͬͨṖαʔό͕ྔ࢈͞Εͨ

Χ΢ϘʔΠ νʔϜ໰୊ + ݸਓೳྗࠩ αΠϩԽ εϊʔϑϨʔΫྔ࢈ ߏ੒υϦϑτଟൃ

Χ΢ϘʔΠ νʔϜ໰୊ + ݸਓೳྗࠩ αΠϩԽ εϊʔϑϨʔΫྔ࢈ ߏ੒υϦϑτଟൃ ߨٛऀϊʔτ ख࡞ۀ͕ओମͩͱ ਓͷೳྗࠩ΋ग़΍͍͢

Χ΢ϘʔΠ νʔϜ໰୊ + ઃఆ࿙Ε ݸਓೳྗࠩ εϊʔϑϨʔΫྔ࢈ ߏ੒υϦϑτଟൃ ࡞ۀϛε ख໭Γ αΠϩԽ ஗Ԇ

Χ΢ϘʔΠ νʔϜ໰୊ + ઃఆ࿙Ε ݸਓೳྗࠩ εϊʔϑϨʔΫྔ࢈ ߏ੒υϦϑτଟൃ ࡞ۀϛε ख໭Γ αΠϩԽ ஗Ԇ ߨٛऀϊʔτ ਓʹΑͬͯ ૢ࡞ϛε ઃఆ࿙Ε͕ଟൃ͢Δͦ͏ͳΔͱख໭Γ͕ൃੜ͢ΔͨΊ Π ϯϑϥߏஙͷ༧ఆ͕஗Ε͍ͯ͘

Χ΢ϘʔΠ νʔϜ໰୊ + ࢒ۀͰΧόʔ ઃఆ࿙Ε ݸਓೳྗࠩ εϊʔϑϨʔΫྔ࢈ ߏ੒υϦϑτଟൃ ࡞ۀϛε ख໭Γ αΠϩԽ ஗Ԇ

Χ΢ϘʔΠ νʔϜ໰୊ + ࢒ۀͰΧόʔ ઃఆ࿙Ε ݸਓೳྗࠩ εϊʔϑϨʔΫྔ࢈ ߏ੒υϦϑτଟൃ ࡞ۀϛε ख໭Γ αΠϩԽ ஗Ԇ ߨٛऀϊʔτ ͜ͷ஗ΕΛऔΓ໭ͨ͢Ίʹ ࢒ۀͰΧόʔ࢝͠ΊΔ࢓ࣄ͕ଟ্͍ʹ पғ͔Βʮ࢓ ࣄ͕஗͍࿩͕͠௨͡ͳ͍ϛε͕ଟ͍ʯͱౖΒΕΔຊ౰ʹਏ͍৬৔ͱͳͬͨ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ώʔϩʔొ৔ νʔϜ݁੒ ೥ ೥

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ώʔϩʔొ৔ νʔϜ݁੒ ೥ ೥ ߨٛऀϊʔτ ۀ຿͕૿͔͑ͨΒͱ͍ͬͯ
୯७ʹਓΛ૿΍ͨ͠Γ ࠓ·Ͱݱ৔ͷώʔϩʔͩͬͨ ऀΛνʔϜϦʔμʔʹ೚໋ͯ͠΋ ৽ͨͳ໰୊͕ൃੜ͢Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ώʔϩʔొ৔ νʔϜ݁੒ ؅ཧ౷੍ ೥ ೥ ೥

ߨٛऀϊʔτ ͜͜ʹ͖ͯ ΍ͬͱγϧΤοτͷਓ෺͕ಓ۩Λखʹ࣋ͭ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ӡ༻؅ཧऀ ʹΑΔ߹ٞ ଐਓԽΛղফ αΠϩԽΛղফ
ۀ຿Λޮ཰Խ ࢼߦ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ࢼߦ ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ࢼߦ ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ
ߨٛऀϊʔτ ༷ʑͳҊ͕͋Γ ࣮ࢪ͞Εͨ·ͣ Πϯϑϥʹؔ͢Δ૬ஊͱґཔ͕ϓϥΠϕʔτ νϟοτ΍ޱ಄ͰߦΘΕ͓ͯΓ νʔϜશମ͕஌Βͳ͍λεΫΛ Ұਓͷϝϯόʔ͕ ๊͑ࠐΜͰۤ͠ΜͰ͍ͨͦ͜Ͱʜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ඇެ։૬ஊΛඇਪ঑ ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ
ࢼߦ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ඇެ։૬ஊΛඇਪ঑ ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ
ࢼߦ ߨٛऀϊʔτ ϓϥΠϕʔτνϟοτͰ૬ஊΛड͚ͨࡍ ΦʔϓϯνϟοτͰ૬ஊ͢ΔΑ͏ ૬ஊऀ Λଅ͢Α͏ʹͨ͠Ճ͑ͯʜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ νέοτԽͷపఈ ඇެ։૬ஊΛඇਪ঑ ଐਓԽΛղফ αΠϩԽΛղফ
ۀ຿Λޮ཰Խ ࢼߦ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ νέοτԽͷపఈ ඇެ։૬ஊΛඇਪ঑ ଐਓԽΛղফ αΠϩԽΛղফ
ۀ຿Λޮ཰Խ ࢼߦ ߨٛऀϊʔτ ૬ஊ͔Βґཔ͕ൃੜͨ͠৔߹ ඞͣνέοτԽ͢ΔΑ͏పఈͨ͠·ͨʜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ νέοτԽͷపఈ ؅ཧऀͷঝೝపఈ ඇެ։૬ஊΛඇਪ঑ ଐਓԽΛղফ
αΠϩԽΛղফ ۀ຿Λޮ཰Խ ࢼߦ

αΠϩԽΛղফ ۀ຿Λޮ཰Խ ࢼߦ ߨٛऀϊʔτ ґཔ νέοτ ʹରͯ͠ ؅ཧऀʹΑΔ֬ೝͱঝೝΛపఈͨ͠͞Βʹ ϓϥΠϕʔ τνϟοτېࢭ νέοτԽపఈͳͲʹΑΓ ૬ஊ΍ґཔ͕͠೉͍ʜͱ͍͏ҙݟ͕ ग़Δ͜ͱΛ༧ଌ͠ʜ

αΠϩԽΛղফ Ҋ݅ຖʹ୲౰੍ ۀ຿Λޮ཰Խ ࢼߦ

αΠϩԽΛղফ Ҋ݅ຖʹ୲౰੍ ۀ຿Λޮ཰Խ ࢼߦ ߨٛऀϊʔτ ӡ༻νʔϜͷதͰ ήʔϜλΠτϧຖͷઐ೚૭ޱͱͳΔ୲౰ऀΛ೚໋ͨ͠୲౰ऀ ͸ ֤ήʔϜλΠτϧຖͷഎܠ ࣾ಺ͷཱͪҐஔ ϦʔυΤϯδχΞͷੑ֨ͳͲ ༷ʑ ͳࣄฑ Λཧղ͠ ήʔϜλΠτϧͷӡӦʹدΓఴ͍ʜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ Ҋ݅ຖʹ୲౰੍ ۀ຿ͷഎܠΛ୳Δ νέοτԽͷపఈ ඇެ։૬ஊΛඇਪ঑
ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ ࢼߦ ؅ཧऀͷঝೝపఈ

ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ ࢼߦ ؅ཧऀͷঝೝపఈ ߨٛऀϊʔτ ґཔͷཪʹӅΕͨഎܠΛӡ༻νʔϜʹ࣋ͪؼΔྫ͑͹ ʮ·Ͱʹ8&#αʔό Λ୆૿΍ͯ͠ʯͱ͍͏ґཔ͕͋ͬͨͱ͢ΔԿނͰ͔͢ʁͱਘͶΔͱʮΠϕϯ τ͕͋Γ·͢ʯͱճ౴͕͋Δͦͷ৔߹ ΞΫηε਺͕૿Ճͨ͠৔߹ͷຊ౰ͷϘτ ϧωοΫΛ୳Δඞཁ͕͋ΔͨΊʜ

ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ ࢼߦ ؅ཧऀͷঝೝపఈ ߨٛऀϊʔτ ʮෛՙࢼݧ؀ڥΛ༻ҙ͢Δʯͱ͍͏ґཔνέοτ͕৽ͨʹ௥ՃͱͳΔ·ͨ ෛՙ ࢼݧͷޙ ຊ౰ͷϘτϧωοΫ͕%#Ͱ͋Ε͹ 8&#αʔό૿ઃ͕%#αʔόͷ Ұ࣌తͳ૿ڧʹมߋͱͳΔ·ͨ എܠΛ୳Δͱʜ

ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ ࢼߦ ؅ཧऀͷঝೝపఈ ߨٛऀϊʔτ ґཔͷ༏ઌॱҐ͕໌֬ʹͳΔͦͷ݁Ռ ༏ઌॱҐͷ௿͍ґཔ͸ ґཔݩ΁ͷઆ໌ͷ ࣌ؒΛઃ͚ ظ೔ΛԆ͹ͯ͠΋Β͏ͳͲͷௐ੔͕Մೳͱͳͬͨ࣍ʹ ӡ༻νʔϜ͸ શһ͕ӡ༻ΦϖϨʔλʔͰ͋ͬͨͨΊʜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ Ҋ݅ຖʹ୲౰੍ δϣϒϩʔςʔγϣϯ ۀ຿ͷഎܠΛ୳Δ νέοτԽͷపఈ
ඇެ։૬ஊΛඇਪ঑ ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ ࢼߦ ؅ཧऀͷঝೝపఈ

ඇެ։૬ஊΛඇਪ঑ ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ ࢼߦ ؅ཧऀͷঝೝపఈ ߨٛऀϊʔτ ݱ৔Λܦݧͨ͠։ൃऀΛνʔϜ΁ট͖ೖΕ "OTJCMFಋೖͳͲͷ௅ઓΛߦͬͨ։ ൃνʔϜ͔ΒਓΛট͖ೖΕͨͨΊ αΠϩԽͷղফʹ΋໾ཱͬͨ·ͨʜ

ඇެ։૬ஊΛඇਪ঑ "84૭ޱʹ։ൃऀ௥Ճ ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ ࢼߦ ؅ཧऀͷঝೝపఈ

ඇެ։૬ஊΛඇਪ঑ "84૭ޱʹ։ൃऀ௥Ճ ଐਓԽΛղফ αΠϩԽΛղফ ۀ຿Λޮ཰Խ ࢼߦ ؅ཧऀͷঝೝపఈ ߨٛऀϊʔτ ։ൃͱӡ༻ ೋͭͷଆ໘͔Β"84ͱ޲͖߹͏Α͏ʹͳΓ "84ͷ৽نαʔϏεΛ ૣ͍ஈ֊Ͱબఆ͠ ۀ຿ʹऔΓࠐΊΔΑ͏ʹͳͬͨ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ؅ཧऀͷ੹೚૿Ճ ՝୊ ӡ༻؅ཧऀ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ؅ཧऀͷ੹೚૿Ճ ՝୊ ӡ༻؅ཧऀ ߨٛऀϊʔτ
νʔϜͱͯ͠ޮՌతʹಇ͚ΔΑ͏ʹ ༷ʑͳࢪࡦΛߦ͕ͬͨ ӡ༻νʔϜͷ؅ཧऀʹ ෛ୲͕ूதͯ͠͠·͍ ؅ཧऀ͕ۀ຿ͷϘτϧωοΫͱͳͬͨྫ͑͹ ख࡞ۀͷൈ ͚࿙Ε͕ൃੜ͢Δͨͼ ͦΕΛ๷͝͏ͱʜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ؅ཧऀͷ੹೚૿Ճ ௕ظͷܭըϑΣʔζ ՝୊ ӡ༻؅ཧऀ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ؅ཧऀͷ੹೚૿Ճ ௕ظͷܭըϑΣʔζ ՝୊ ӡ༻؅ཧऀ
ߨٛऀϊʔτ ࣄલʹೖ೦ͳώΞϦϯάΛߦ͍ खݎ͍ܭըΛཱͯΔ͜ͱʹେ͖ͳ޻਺Λׂ͘Α͏ ʹͳͬͨܭըʹରͯ͠੹೚Λ࣋ͭͷ͸؅ཧऀͰ͋ΔͨΊ ؅ཧऀͷෛ୲͕૿͑ͯ ͍ͬͨ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ؅ཧऀͷ੹೚૿Ճ ௕ظͷܭըϑΣʔζ มԽʹऑ͍ ஗Ԇ
՝୊ ӡ༻؅ཧऀ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ؅ཧऀͷ੹೚૿Ճ ௕ظͷܭըϑΣʔζ มԽʹऑ͍ ஗Ԇ
՝୊ ӡ༻؅ཧऀ ߨٛऀϊʔτ ૣ͍ஈ֊ͰώΞϦϯάΛͯ͠΋ ϓϩδΣΫτॳظஈ֊Ͱ͸ෆ֬ఆཁૉ͕ଟ͘ ֬ ఆ͕ઌૹΓͱͳΔཁ͕݅ଟ͋ͬͨ͘·ͨ ֬ఆ͍ͯ͠Δཁ݅Ͱ͋ͬͯ΋ ঢ়گͷม ԽͱڞʹมߋͱͳΔ͜ͱ΋͋Δ݁Ռ ख໭Γ͕ൃੜ͢Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ؅ཧऀͷ੹೚૿Ճ ؅ཧऀ͚ͩ௅ઓ ௕ظͷܭըϑΣʔζ มԽʹऑ͍
஗Ԇ ՝୊ ӡ༻؅ཧऀ

஗Ԇ ՝୊ ӡ༻؅ཧऀ ߨٛऀϊʔτ ख໭Γ͕ൃੜͨ͠ࡍͷ޻਺ΛԼ͛ΔͨΊ ؅ཧऀ͕೉қ౓ͷߴ͍ۀ຿Λελοϑ͔ ΒऔΓ্͛ ࣗΒͦͷۀ຿Λߦ͍࢝ΊΔͦ͏͢Δͱ ঃʑʹελοϑ͸؅ཧऀ͕࢒ ͨ͠ۀ຿ͷ੔ཧͷΈ͕࢓ࣄͱͳ͍͖ͬͯʜ

஗Ԇ ՝୊ ӡ༻؅ཧऀ ԿͰ΋ΤεΧϨʔγϣϯ ϝϯόʔݖݶෆ଍

஗Ԇ ՝୊ ӡ༻؅ཧऀ ԿͰ΋ΤεΧϨʔγϣϯ ϝϯόʔݖݶෆ଍ ߨٛऀϊʔτ ঃʑʹελοϑ͔Β੹೚ͱݖݶ͕ࣦΘΕ ԿͰ΋؅ཧऀʹ૬ஊ͠ͳ͍ͱ෼͔Γ·ͤ Μͱ͍͏ঢ়ଶͱͳͬͨ·ͨʜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ؅ཧ౷੍ վળͷาΈ ೥ ؅ཧऀͷ੹೚૿Ճ ؅ཧऀ͚ͩ௅ઓ ௕ظͷܭըϑΣʔζ த్൒୺ͳίʔυԽ
มԽʹऑ͍ ஗Ԇ ԿͰ΋ΤεΧϨʔγϣϯ ϝϯόʔݖݶෆ଍ ՝୊ ӡ༻؅ཧऀ

มԽʹऑ͍ ஗Ԇ ԿͰ΋ΤεΧϨʔγϣϯ ϝϯόʔݖݶෆ଍ ՝୊ ӡ༻؅ཧऀ ߨٛऀϊʔτ δϣϒϩʔςʔγϣϯʹΑΓऔΓࠐΜͩ։ൃܦݧऀ͸ӡ༻ʹ๩ࡴ͞Ε ίʔυԽ͕ த్൒୺ͳͱ͜ΖͰࢭ·͍ͬͯͨҰ࣌తʹϔϧϓͰ։ൃܦݧऀΛ৽ͨʹૹΓࠐΜ Ͱ΋ े෼ͳӡ༻ݖݶ͕༩͑ΒΕͣ ྗΛൃشͰ͖ͳ͔ͬͨίʔυԽ͕ਐΊΒΕͳ ͍ঢ়ଶͰ͋ΔͨΊʜ

มԽʹऑ͍ ஗Ԇ ԿͰ΋ΤεΧϨʔγϣϯ ߏ੒υϦϑτଟൃ ϝϯόʔݖݶෆ଍ ՝୊ ӡ༻؅ཧऀ

มԽʹऑ͍ ஗Ԇ ԿͰ΋ΤεΧϨʔγϣϯ ߏ੒υϦϑτଟൃ ϝϯόʔݖݶෆ଍ ՝୊ ӡ༻؅ཧऀ ߨٛऀϊʔτ ख࡞ۀʹΑΔߏ੒؅ཧΛଓ͚Δ͜ͱͱͳΓ εϊʔϑϨʔΫͷྔ࢈͸ࢭ·Βͳ͍υ ΩϡϝϯτΛ࡞੒ͯ͠΋ϝϯςφϯε࣌ؒΛ֬อͰ͖ͳ͍ͨΊ ࣌ؒͱڞʹ࣮؀ڥ ͷߏ੒ͱဃ཭͍ͯ͘͠

ߨٛऀϊʔτ ؅ཧऀʹΑΔ౷੍ΛڧΊ͕ͨ ؅ཧऀͷෛ୲૿ՃʹΑΓ৽ͨͳ໰୊͕ൃੜͨ͠

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ώʔϩʔొ৔ νʔϜ݁੒ ؅ཧ౷੍ ࣗݾ૊৫Խ ೥ ೥
೥ ೥

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ࢼߦ ӡ༻ऀ ։ൃऀ ʹΑΔ߹ٞ ࣗݾ૊৫Խ

ଞࣾࣄྫʁ

ଞࣾࣄྫʁ ӡ༻ऀΛ૿΍͢

ଞࣾࣄྫʁ ӡ༻ऀΛ૿΍͢ ελοϑݖݶෆ଍ ฒྻ౓͸্͍ͬͯΔ͕ ؅ཧऀͷෛ୲૿

ଞࣾࣄྫʁ

ଞࣾࣄྫʁ ߨٛऀϊʔτ HVNJͰ͸ ෳ਺ͷ৬छ͕ҰͭͷνʔϜʹॴଐ͠ ήʔϜ։ൃΛߦ͍ͬͯΔΠϯϑ ϥӡ༻ऀ͸ྫ֎తʹ ήʔϜ։ൃνʔϜʹॴଐ͍ͯ͠ͳ͍ͦ͜Ͱʜ

ଞࣾࣄྫʁ ։ൃνʔϜ͕ӡ༻

ଞࣾࣄྫʁ ։ൃνʔϜ͕ӡ༻ ߨٛऀϊʔτ ଞͷ৬छͱಉ͡Α͏ʹ Πϯϑϥӡ༻ऀ΋ॴଐΛήʔϜ։ൃνʔϜʹ͢Δͱޮ཰͕ ྑ͘ͳΔ͜ΕͰۀ຿վળͰ͖ͨଞࣾࣄྫ΋͋ΔΑ͠ ίϨͰߦ͜͏

ଞࣾࣄྫʁ ։ൃνʔϜ͕ӡ༻ ඼࣭ͷ୲อ͕ ඇৗʹେม

ଞࣾࣄྫʁ ։ൃνʔϜ͕ӡ༻ ඼࣭ͷ୲อ͕ ඇৗʹେม ߨٛऀϊʔτ νʔϜ͝ͱʹΠϯϑϥӡ༻εΩϧͷߴ௿͕ࠩग़ΔͨΊ Πϯϑϥͷ඼࣭͕୲อͰ͖ ͳ͍

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ཁ݅ վળͷาΈ ೥ ࢼߦ ӡ༻ऀ ։ൃऀ ʹΑΔ߹ٞ
ࣗݾ૊৫Խ

ࣗݾ૊৫Խ ඼࣭ ޮ཰ ͱ ͷཱ྆

ࣗݾ૊৫Խ ඼࣭ ޮ཰ ͱ ͷཱ྆ ͱ͍͏ແ஡ৼΓʜ

ࣗݾ૊৫Խ ඼࣭ ޮ཰ Πϯϑϥʹ੹೚Λ࣋ͭνʔϜΛҡ࣋ "84׆༻Ͱ΋ͬͱίʔυԽ νέοτԽ ୲౰੍ Φʔϓϯͳձ࿩   എܠΛ୳Δ δϣϒϩʔςʔγϣϯ ͦͷଞ Λຬͨͨ͢Ίʜ

ࣗݾ૊৫Խ ඼࣭ ޮ཰ Πϯϑϥʹ੹೚Λ࣋ͭνʔϜΛҡ࣋ "84׆༻Ͱ΋ͬͱίʔυԽ νέοτԽ ୲౰੍ Φʔϓϯͳձ࿩   എܠΛ୳Δ δϣϒϩʔςʔγϣϯ ͦͷଞ Λຬͨͨ͢Ίʜ ݱঢ়ҡ࣋Ͱ ਫ਼Ұഋ

ࣾ಺֎͔Β਺໊ টᡈ͢Δํ਑ܾఆ

ࣾ಺֎͔Β਺໊ টᡈ͢Δํ਑ܾఆ ߨٛऀϊʔτ ࣾ಺֎໰Θͣ ίʔυԽͰ͖Δਓ෺Λ ஸॏʹট͘ஸॏʹট͔͘Βʹ͸ ेશʹྗ ΛൃشͰ͖Δ৬৔؀ڥ͕ඞཁ

ࣾ಺֎͔Β਺໊ টᡈ͢Δํ਑ܾఆ Πϯϑϥʹؔ͢Δݖݶͱ੹೚Λ౉͢ ֶशͱ௅ઓ͕Ͱ͖Δ؀ڥΛ༻ҙ͢Δ

ࣾ಺֎͔Β਺໊ টᡈ͢Δํ਑ܾఆ Πϯϑϥʹؔ͢Δݖݶͱ੹೚Λ౉͢ ֶशͱ௅ઓ͕Ͱ͖Δ؀ڥΛ༻ҙ͢Δ ίʔυԽʹ௕͚͍ͯΔ ख࡞ۀ͕ݏ͍ ਓॿ͚͕େ޷͖ ࣗ෼΍ଞਓָ͕ʹͳΔ͜ͱʹશྗ

ࣾ಺֎͔Β਺໊ টᡈ͢Δํ਑ܾఆ Πϯϑϥʹؔ͢Δݖݶͱ੹೚Λ౉͢ ֶशͱ௅ઓ͕Ͱ͖Δ؀ڥΛ༻ҙ͢Δ ίʔυԽʹ௕͚͍ͯΔ ख࡞ۀ͕ݏ͍ ਓॿ͚͕େ޷͖ ࣗ෼΍ଞਓָ͕ʹͳΔ͜ͱʹશྗ ߨٛऀϊʔτ ݖݶΛ౉ͨ͢Ί ߴ͍ೳྗ͕ඞཁ͜ͷΑ͏ͳ੾Ӌ٧·ͬͨঢ়ଶͰ୳ͤΔͷ͔ͱ͍ ͏ෆ҆͸͕͋ͬͨ ͙͢ʹݟ͔ͭΒͳ͘ͱ΋ ख࡞ۀΛ൐͏Πϯϑϥۀ຿ΛΞ΢τ ιʔγϯά͠ ࣌ؒՔ͗Λ͠Α͏ͱߟ͍͑ͯͨ

ࣾ಺֎͔Β਺໊ টᡈ͢Δํ਑ܾఆ Πϯϑϥʹؔ͢Δݖݶͱ੹೚Λ౉͢ ֶशͱ௅ઓ͕Ͱ͖Δ؀ڥΛ༻ҙ͢Δ ίʔυԽʹ௕͚͍ͯΔ ख࡞ۀ͕ݏ͍ ਓॿ͚͕େ޷͖ ࣗ෼΍ଞਓָ͕ʹͳΔ͜ͱʹશྗ "84τϨʔχϯά ؔ࿈ॻ੶ ࣮ݧΞΧ΢ϯτ ࠲੮഑ஔ "84ϚάωοτFUDʜ

ࣾ಺֎͔Β਺໊ টᡈ͢Δํ਑ܾఆ Πϯϑϥʹؔ͢Δݖݶͱ੹೚Λ౉͢ ֶशͱ௅ઓ͕Ͱ͖Δ؀ڥΛ༻ҙ͢Δ ίʔυԽʹ௕͚͍ͯΔ ख࡞ۀ͕ݏ͍ ਓॿ͚͕େ޷͖ ࣗ෼΍ଞਓָ͕ʹͳΔ͜ͱʹશྗ "84τϨʔχϯά ؔ࿈ॻ੶ ࣮ݧΞΧ΢ϯτ ࠲੮഑ஔ "84ϚάωοτFUDʜ ߨٛऀϊʔτ "84τϨʔχϯάडߨ΍$FSUJpDBUFऔಘ ؔ࿈ॻ੶ͷߪೖ "84ݕূΞΧ΢ϯ τͳͲͷ༧ࢉ֬อΛߦͬͨ·ͨʜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ͜͜ʹࣸਅΛೖΕΔ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ͜͜ʹࣸਅΛೖΕΔ ߨٛऀϊʔτ "84ϚάωοτΛࣗ࡞ͨ͠ڞ௨αʔϏε։ൃνʔϜͷ؅ཧऀ͕ ౜ಥʹࣗෲͰ࡞ͬ ͯձࣾʹ͖࣋ͬͯͨ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ͜͜ʹࣸਅΛೖΕΔ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ͜͜ʹࣸਅΛೖΕΔ ߨٛऀϊʔτ ౡ഑ஔ ͻͳஃΛഇࢭͯ͠ ୩഑ஔʹมߋϛʔςΟϯάεϖʔεͱ͓՛ࢠεϖʔε
Λ͚ۙͮΔͳͲ޻෉Λߦͬͨ݁Ռʜ

ࣾ಺֎͔Β਺໊ টᡈ͢Δํ਑ܾఆ Πϯϑϥʹؔ͢Δݖݶͱ੹೚Λ౉͢ ֶशͱ௅ઓ͕Ͱ͖Δ؀ڥΛ༻ҙ͢Δ ίʔυԽʹ௕͚͍ͯΔ ख࡞ۀ͕ݏ͍ ਓॿ͚͕େ޷͖ ࣗ෼΍ଞਓָ͕ʹͳΔ͜ͱʹશྗ "84τϨʔχϯά ؔ࿈ॻ੶ ࣮ݧΞΧ΢ϯτ ࠲੮഑ஔ "84ϚάωοτFUDʜ A ϲ݄΄ͲͰೋ໊ͷ টᡈ ʹ ੒ޭ ˞Ұ೥ޙʹ͞ΒʹҰ໊

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ࢼߦ ࣗݾ૊৫Խ ৽ੜΠϯϑϥνʔϜ͕ ߟ͑ͯߦͬͨ͜ͱ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ࢼߦ ࣗݾ૊৫Խ ৽ੜΠϯϑϥνʔϜ͕ ߟ͑ͯߦͬͨ͜ͱ Ұൠతͳ։ൃͱϦϦʔεͷϑϩʔΛಋೖ
1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻

1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻ ߨٛऀϊʔτ ։ൃݱ৔ͩͱ౰ͨΓલͷ͜ͱ͕ͩ 1VMM3FRVFTUӡ༻΍ϦϦʔεϒϥϯνͷ؅ཧ Λߦ͍ͬͯΔ։ൃͨ͠πʔϧ͚ͩͰ͸ͳ͘ $MPVE'PSNBUJPOͷςϯϓϨʔτ΍ "OTJCMF1MBZCPPLͳͲͷ:".-ϑΝΠϧ΋νʔϜ಺ͰϨϏϡʔ͠߹͏

1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻ ։ൃνʔϜ΁ͷஈ֊తͳݖݶҠৡ "VUP4DBMJOHૢ࡞ͳͲΛ։ൃνʔϜ͕ߦ͏

1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻ ։ൃνʔϜ΁ͷஈ֊తͳݖݶҠৡ "VUP4DBMJOHૢ࡞ͳͲΛ։ൃνʔϜ͕ߦ͏ ߨٛऀϊʔτ શͯͷݖݶΛΠϯϑϥνʔϜ͚ͩͰғ͍ࠐΉͷͰ͸ͳ͘ ෦෼తʹݖݶΛ։ൃνʔ Ϝ΁Ҡৡ͠ ۀ຿ͷޮ཰ԽΛܭΔ

1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻ ։ൃνʔϜ΁ͷஈ֊తͳݖݶҠৡ "VUP4DBMJOHૢ࡞ͳͲΛ։ൃνʔϜ͕ߦ͏ .BOBHFNFOU$POTPMFͱ44)͸جຊېࢭ ߏ੒υϦϑτΛ๷͙

1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻ ։ൃνʔϜ΁ͷஈ֊తͳݖݶҠৡ "VUP4DBMJOHૢ࡞ͳͲΛ։ൃνʔϜ͕ߦ͏ .BOBHFNFOU$POTPMFͱ44)͸جຊېࢭ ߏ੒υϦϑτΛ๷͙ ߨٛऀϊʔτ ख࡞ۀͷԹচΛ๾໓͢Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ࢼߦ ࣗݾ૊৫Խ ৽ੜΠϯϑϥνʔϜ͕ ߟ͑ͯߦͬͨ͜ͱ .BOBHFNFOU$POTPMFͱ44)͸جຊېࢭ
πʔϧΛదࡐదॴͰ࢖͍෼͚Δ Ұൠతͳ։ൃͱϦϦʔεͷϑϩʔΛಋೖ ։ൃνʔϜ΁ͷஈ֊తͳݖݶҠৡ ߏ੒υϦϑτΛ๷͙ ࣍ͷষͰ঺հ 1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻ "VUP4DBMJOHૢ࡞ͳͲΛ։ൃνʔϜ͕ߦ͏

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ࢼߦ ࣗݾ૊৫Խ ৽ੜΠϯϑϥνʔϜ͕ ແҙࣝͰߦͬͨ͜ͱ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ࢼߦ ࣗݾ૊৫Խ ৽ੜΠϯϑϥνʔϜ͕ ແҙࣝͰߦͬͨ͜ͱ ΫΠοΫϛʔςΟϯάΛ࠲੮Ͱසൟʹ։࠵
৘ใڞ༗ ٙ໰ղফ ҙࢥܾఆ͕ૣ͍

৘ใڞ༗ ٙ໰ղফ ҙࢥܾఆ͕ૣ͍ ૝ఆҎ্ʹ؅ཧऀ͔ΒݖݶҠৡ͞Ε͍ͯͨ ؅ཧऀͷෛ୲ܰݮͱͳΔ

૝ఆҎ্ʹ؅ཧऀ͔ΒݖݶҠৡ͞Ε͍ͯͨ ։ൃνʔϜ͔Βߴ͍৴པΛಘ͍ͯͨ ৘ใڞ༗ ٙ໰ղফ ҙࢥܾఆ͕ૣ͍ ؅ཧऀͷෛ୲ܰݮͱͳΔ ݖݶͱ੹೚Λ࣋ͬͯର࿩͍ͯ͠Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ࢼߦ ࣗݾ૊৫Խ ։ൃνʔϜ͔Βߴ͍৴པΛಘ͍ͯͨ ʙ։ൃݱ৔ͷ5FDIOJDBM%JSFDUPS͔ΒΠϯλϏϡʔʙ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ࢼߦ ࣗݾ૊৫Խ ։ൃνʔϜ͔Βߴ͍৴པΛಘ͍ͯͨ ʙ։ൃݱ৔ͷ5FDIOJDBM%JSFDUPS͔ΒΠϯλϏϡʔʙ ݱ৔ͷҙݟΛฉ͍ͯ΋Β͑Δ
Ҏલ͸ ӡ༻νʔϜʹԿ͔૬ஊͯ͠΋ ӡ༻ͷҒ͍ਓ͔Β ʮ؅ཧ্ ແཧͰ͢ʯͱ٫Լ͞Ε͍ͯͨ ࠓ͸ ҙݟ͕௨Γ΍͘͢ ݱ৔൑அͰ෺ࣄ͕ਐΉҹ৅͕͋Δ

৴པ͞Εͯ೚ͤͯ΋Β͑Δ Ҏલ͸ ӡ༻νʔϜʹԿ͔૬ஊͯ͠΋ ӡ༻ͷҒ͍ਓ͔Β ʮ؅ཧ্ ແཧͰ͢ʯͱ٫Լ͞Ε͍ͯͨ ࠓ͸ ҙݟ͕௨Γ΍͘͢ ݱ৔൑அͰ෺ࣄ͕ਐΉҹ৅͕͋Δ Πϯϑϥ͸ා͍ͱࢥ͓ͬͯΓ ݖݶΛৡ౉͞ΕͨॳΊͷ͜Ζ গ͠ؾ࣋ͪʹ఍߅͕࣮͋ͬͨࡍʹӡ༻ͯ͠ΈΔͱ ۀ຿ޮ཰ ͕֨ஈʹྑ͘ͳͬͯڻ͍ͨ΋ͬͱ ͍Ζ͍Ζ೚ͤͯ΄͍͠

৴པ͞Εͯ೚ͤͯ΋Β͑Δ Ҏલ͸ ӡ༻νʔϜʹԿ͔૬ஊͯ͠΋ ӡ༻ͷҒ͍ਓ͔Β ʮ؅ཧ্ ແཧͰ͢ʯͱ٫Լ͞Ε͍ͯͨ ࠓ͸ ҙݟ͕௨Γ΍͘͢ ݱ৔൑அͰ෺ࣄ͕ਐΉҹ৅͕͋Δ Πϯϑϥ͸ා͍ͱࢥ͓ͬͯΓ ݖݶΛৡ౉͞ΕͨॳΊͷ͜Ζ গ͠ؾ࣋ͪʹ఍߅͕࣮͋ͬͨࡍʹӡ༻ͯ͠ΈΔͱ ۀ຿ޮ཰ ͕֨ஈʹྑ͘ͳͬͯڻ͍ͨ΋ͬͱ ͍Ζ͍Ζ೚ͤͯ΄͍͠ ߨٛऀϊʔτ ʮΩϟύγςΟϓϥϯχϯάͷඞཁ͕͋Γ ΠϯϑϥνʔϜ΁සൟʹ૬ஊ΁࢕ͬͯ ͍Δ͜ΕΛ௨ͯ͡ ࣗ෼ͨͪʹΠϯϑϥ஌͕ࣝඞཁͩͱײ࢝͡Ίͨʯͱͷ͜ͱ൴ Β΋"84τϨʔχϯάͳͲΛड͚Δ༧ఆ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ࢼߦ ࣗݾ૊৫Խ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ਓͷ ΠϯϑϥΤϯδχΞ ϦϏϧυ׻ܴ ߴ඼࣭
৽؀ڥӦۀ೔಺ ٸͳࠩ͠ࠐΈରԠ ೔ʑͷӡ༻ ίʔυԽ ༨ྗ ௐࠪ ࣮ݧ ڭҭ આಘ ޮ཰Խ ࢼߦ ࣗݾ૊৫Խ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ਓͷ ΠϯϑϥΤϯδχΞ ϦϏϧυ׻ܴ ߴ඼࣭
৽؀ڥӦۀ೔಺ ٸͳࠩ͠ࠐΈରԠ ೔ʑͷӡ༻ ίʔυԽ ༨ྗ ௐࠪ ࣮ݧ ڭҭ આಘ ޮ཰Խ ࢼߦ ࣗݾ૊৫Խ ߨٛऀϊʔτ ๯಄ͷމࢄष͍ਤ΁໭Δ৽نͷ؀ڥߏஙͷ଎౓͸ ώΞϦϯά΍ܭըΛؚΊͯೋϲ ֻ݄͔͍͕ͬͯͨ ޒ೔ؒʹ୹ॖ͞Εͨख໭Γ͕͋ͬͯ΋:".-Λগ͠मਖ਼ͯ͠ ϦϏϧυ͢Δ͚ͩ࢒ۀ͕࣌ؒݮΓ ௐࠪ΍ݕূ࣌ؒΛ֬อͰ͖ ਓΛҭͯΔ͜ͱ͕ Մೳͱͳ͔ͬͨ͠͠ʜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ՝୊ ࣗݾ૊৫Խ ίʔυԽ ༨ྗ ௐࠪ
࣮ݧ ڭҭ આಘ ޮ཰Խ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ՝୊ ࣗݾ૊৫Խ چ؀ڥͱͷઓ͍ ίʔυԽ ༨ྗ
ௐࠪ ࣮ݧ ڭҭ આಘ ޮ཰Խ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ೥ ՝୊ ࣗݾ૊৫Խ چ؀ڥͱͷઓ͍ ։ൃྗʹ༏ΕΔऀ͕٘ਜ਼ͱͳΓ ุक
ਏ͍ख࡞ۀ PSϦϓϨΠε ίʔυԽ ༨ྗ ௐࠪ ࣮ݧ ڭҭ આಘ ޮ཰Խ

࣮ݧ ڭҭ આಘ ޮ཰Խ چ؀ڥͱͷઓ͍ ։ൃྗʹ༏ΕΔऀ͕٘ਜ਼ͱͳΓ ุक ਏ͍ख࡞ۀ PSϦϓϨΠε ίʔυԽ͸ ίϯςΩετεΠονൃੜͰ ޮ཰͕མͪΔͨΊุक໾͕ภΔ ૣ͘ෛ࠴Λฦࡁ͍ͨ͠ʜ

࣮ݧ ڭҭ આಘ ޮ཰Խ ༧ଌ

࣮ݧ ڭҭ આಘ ޮ཰Խ ίʔυԽͷ᠘ ༧ଌ ʙ·ͩະମݧʙ

࣮ݧ ڭҭ આಘ ޮ཰Խ ίʔυԽͷ᠘ ༧ଌ ʙ·ͩະମݧʙ ͋ͱ͔Βೖࣾ͢Δͱ ஌ࣝͰ࡞ۀՄೳ

࣮ݧ ڭҭ આಘ ޮ཰Խ ίʔυԽͷ᠘ ༧ଌ ʙ·ͩະମݧʙ ͋ͱ͔Βೖࣾ͢Δͱ ஌ࣝͰ࡞ۀՄೳ ଟେͳίετΛࢧ෷ͬͯ ڊେͰෳࡶͳ࢓૊Έ

࣮ݧ ڭҭ આಘ ޮ཰Խ ίʔυԽͷ᠘ ༧ଌ ʙ·ͩະମݧʙ ͋ͱ͔Βೖࣾ͢Δͱ ஌ࣝͰ࡞ۀՄೳ ଟେͳίετΛࢧ෷ͬͯ ڊେͰෳࡶͳ࢓૊Έ ৽ͨͳ੟Ҭ͕஀ੜʁ

࣮ݧ ڭҭ આಘ ޮ཰Խ ίʔυԽͷ᠘ ༧ଌ ͋ͱ͔Βೖࣾ͢Δͱ ஌ࣝͰ࡞ۀՄೳ ଟେͳίετΛࢧ෷ͬͯ ڊେͰෳࡶͳ࢓૊Έ ৽ͨͳ੟Ҭ͕஀ੜʁ վળ͸ଓ͘ ʙ·ͩະମݧʙ

࣮ݧ ڭҭ આಘ ޮ཰Խ ίʔυԽͷ᠘ ༧ଌ ͋ͱ͔Βೖࣾ͢Δͱ ஌ࣝͰ࡞ۀՄೳ ଟେͳίετΛࢧ෷ͬͯ ڊେͰෳࡶͳ࢓૊Έ ৽ͨͳ੟Ҭ͕஀ੜʁ վળ͸ଓ͘ ʙ·ͩະମݧʙ ߨٛऀϊʔτ ·ͩ ະମݧͰ͋Γ૝૾ͷൣғ͔͠͠ ໰୊͕ൃੜ͢ΔͳΒ͹ վળ͢Ε͹ྑ͍

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE վળͷาΈ ώʔϩʔొ৔ νʔϜ݁੒ ؅ཧ౷੍ ࣗݾ૊৫Խ ೥ ೥
೥ ೥

·ͱΊ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ Make ✔ ✔ ✔

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ Make ✔ ✔ ✔ πʔϧΛબ୒

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ ࣮ݧతͰ͋Δ͜ͱ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ ࣮ݧతͰ͋Δ͜ͱ ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾ ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ ࣮ݧతͰ͋Δ͜ͱ ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾ ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ ߨٛऀϊʔτ ৽͍͠΋ͷ͸
͙͢ʹௐ΂ͯ ͙͢ʹࢼࣗ͢෼ͳΓͰྑ͍͔Β ٕज़΍πʔϧʹର ͢ΔҙݟΛ࣋ͭ͜ͱۀ຿Ͱ࢖͍ͬͯΔ΋ͷ͚ͩʹ௕͚͍ͯΕ͹ྑ͍ʜͱ͍͏ߟ͑ ͸ࣺͯΔ͜ͱݹ͍΋ͷʹݻࣥ͠ͳ͍͜ͱಉ͡΋ͷͰ΋όʔδϣϯΛ্͛Δ͜ͱ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ ࣮ݧతͰ͋Δ͜ͱ ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾ ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ ߨٛऀϊʔτ ௐࠪ
ݕূͯ͠ྑͦ͞͏ͳΒ ૣΊʹ੡඼؀ڥʹಋೖ͢Δ͜ͱ࣮ࡍʹݱ৔Ͱ࢖ͬͯ Έͳ͍ͱղΒͳ͍͜ͱ͕ଟ͋͘Δͨͩ͠ ੡඼؀ڥʹಋೖ͢Δࡍ ϦΫεΛ཈͑Δ ͨΊ খ͘͞ڱ͍ൣғͰಋೖ͠ ໰୊͕͋Ε͹ ͙͢ʹ໭ͤΔΑ͏ʹ͢Δ͜ͱ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ ࣮ݧతͰ͋Δ͜ͱ ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾ ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ ݱ৔͝ͱͷ എܠΛ
ཧղ͢Δ͜ͱ

ཧղ͢Δ͜ͱ ੍໿΍৚͕݅ҟͳΕ͹ద͢Δπʔϧ͸มΘΔ ࢥߟఀࢭͰಉ͡πʔϧΛ࢖͏લʹ എܠΛ୳Δ

ཧղ͢Δ͜ͱ ੍໿΍৚͕݅ҟͳΕ͹ద͢Δπʔϧ͸มΘΔ ࢥߟఀࢭͰಉ͡πʔϧΛ࢖͏લʹ എܠΛ୳Δ ߨٛऀϊʔτ ʮͳͥ ͋ͷݱ৔Ͱ͸ ͋ͷπʔϧΛ࢖͍ͬͯΔͷ͔ʁʯͱ͍͏ݱ৔͝ͱͷഎܠΛ ཧղ͢Δ͜ͱ֤ݱ৔͝ͱʹ੍໿΍৚͕݅ҟͳΔͨΊ ߹͏πʔϧ͕ҟͳΔଞࣾࣄ ྫΛฉ͘৔߹ ࣗࣾͱଞࣾͷഎܠ ੍໿ͱ৚݅ Λਅͬઌʹൺֱ͢Δ͜ͱ

ཧղ͢Δ͜ͱ ੍໿΍৚͕݅ҟͳΕ͹ద͢Δπʔϧ͸มΘΔ ࢥߟఀࢭͰಉ͡πʔϧΛ࢖͏લʹ എܠΛ୳Δ దࡐదॴͰ࢖͏͜ͱ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ ࣮ݧతͰ͋Δ͜ͱ ݱ৔͝ͱͷ എܠΛ ཧղ͢Δ͜ͱ దࡐదॴͰ࢖͏͜ͱ
ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾ ੍໿΍৚͕݅ҟͳΕ͹ద͢Δπʔϧ͸มΘΔ πʔϧͷຊ࣭Λཧղ͠ ਖ਼͘͠࢖͏ ૊Έ߹ΘͤͰঢ়گʹରԠ͢Δ ࢥߟఀࢭͰಉ͡πʔϧΛ࢖͏લʹ എܠΛ୳Δ ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ

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ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾ ੍໿΍৚͕݅ҟͳΕ͹ద͢Δπʔϧ͸มΘΔ πʔϧͷຊ࣭Λཧղ͠ ਖ਼͘͠࢖͏ ૊Έ߹ΘͤͰঢ়گʹରԠ͢Δ ࢥߟఀࢭͰಉ͡πʔϧΛ࢖͏લʹ എܠΛ୳Δ ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ ߨٛऀϊʔτ ͋ΒΏΔશͯͷݴޠ΍πʔϧ αʔϏεʹ޲͖ෆ޲͖͕͋Δຊ࣭Λଊ͑ ਖ਼͘͠࢖ ͍ ਖ਼͘͠૊Έ߹ΘͤΔ͜ͱ͙͢ʹʮWTʯରཱߏ଄ͰޠΔͷ͸ߟ࡯ෆ଍

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ͱͯ΋ྑ͍ʂ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ΫϩείϯύΠϧ γϯάϧόΠφϦ ݴޠ࢓༷͕γϯϓϧ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ΫϩείϯύΠϧ γϯάϧόΠφϦ ݴޠ࢓༷͕γϯϓϧ ഑෍͕؆୯ Ҿ͖ܧ͕͗؆୯

ߨٛऀϊʔτ ґଘؔ܎Λؾʹ͠ͳ͕Β഑ஔ͢Δඞཁ͕ͳ͍ઃஔ͢Δͱ͙͢ಈ͘গͳֶ͍शί ετͰ ͙͢ʹίʔυͷಡΈॻ͖͕Ͱ͖ΔΠϯϑϥͷίʔυԽʹదͨ͠ݴޠ

ӡ༻ίετ௿Լ

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Ҿ͖ܧ͕͗؆୯ ӡ༻ίετ௿Լ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳݴޠͰྑ͍ ΫϩείϯύΠϧ γϯάϧόΠφϦ ݴޠ࢓༷͕γϯϓϧ ഑෍͕؆୯
Ҿ͖ܧ͕͗؆୯ ӡ༻ίετ௿Լ ߨٛऀϊʔτ ֤ݱ৔ͷഎܠʹ߹ΘͤͨݴޠΛ࠾༻͢Δ͜ͱબఆج४͸ ࣾ಺ʹͦͷݴޠʹਫ਼௨ ͍ͯ͠ΔΤϯδχΞ͕ଟ਺ࡏ੶͍ͯ͠ΔͳͲͰྑ͍ੈͷதʹ͸ (P͕ඇ஌తͰ͋ Δ͕Ώ͑ʹ (PͰίʔυΛॻ͘͜ͱ͕ۤ௧ͳਓ΋͍ΔҰํͰ ඇ஌తͳݴޠΛ࠾ ༻͢Δ͜ͱͰԸܙΛड͚Δݱ৔΋͋Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ தԝαʔόෆཁ ޻෉࣍ୈͰ44)ෆཁ ߏ੒͕γϯϓϧ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ؅ཧ͕؆୯ Ҿ͖ܧ͕͗؆୯ தԝαʔόෆཁ ޻෉࣍ୈͰ44)ෆཁ ߏ੒͕γϯϓϧ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ؅ཧ͕؆୯ Ҿ͖ܧ͕͗؆୯ ӡ༻ίετ௿Լ தԝαʔόෆཁ ޻෉࣍ୈͰ44)ෆཁ
ߏ੒͕γϯϓϧ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ؅ཧ͕؆୯ Ҿ͖ܧ͕͗؆୯ ӡ༻ίετ௿Լ खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳπʔϧͰྑ͍ தԝαʔόෆཁ
޻෉࣍ୈͰ44)ෆཁ ߏ੒͕γϯϓϧ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ؅ཧ͕؆୯ Ҿ͖ܧ͕͗؆୯ ӡ༻ίετ௿Լ खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳπʔϧͰྑ͍ தԝαʔόෆཁ
޻෉࣍ୈͰ44)ෆཁ ߏ੒͕γϯϓϧ ߨٛऀϊʔτ 0QT8PSLT͕߹͏ݱ৔΋͋Δ0QT8PSLTͰ΋ಉ༷ͷ͜ͱ͕࣮ݱͰ͖Δޙ΄Ͳ HVNJͰͷ"OTJCMFͷ࢖͍ํΛ঺հ͢Δ͕ ͦΕΛࢀর͢ΔͱHVNJʹ"OTJCMF ͕߹͏ཧ༝͕෼͔Δऄ଍͕ͩ HVNJւ֎ڌ఺Ͱ͸4BMU4UBDLΛ࠾༻͍ͯ͠Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ҆৺ͱ৴པͷ "84७ਖ਼

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ৽αʔϏεରԠ͕ૣ͍ ໰͍߹Θ͕ͤ؆୯ ҆৺ͱ৴པͷ "84७ਖ਼

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ৽αʔϏεରԠ͕ૣ͍ ໰͍߹Θ͕ͤ؆୯ ҆৺ͱ৴པͷ "84७ਖ਼ ߨٛऀϊʔτ
Կ͔໰୊͕ൃੜͨ͠ࡍ Ϋϥ΢υαʔϏεଆͷ໰୊ͳͷ͔ʁπʔϧଆͷ໰୊ͳͷ͔ʁ ͳͲͷ੾Γ෼͚Λͤͣ ͙͢ʹ"84ʹ໰͍߹ΘͤͰ͖Δ৽αʔϏε΁ͷରԠ͸ ಉ͡༻్ͷπʔϧͷதͰ࠷΋ૣ͍

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ πʔϧΛબ୒ ৽αʔϏεରԠ͕ૣ͍ ໰͍߹Θ͕ͤ؆୯ ӡ༻ίετ௿Լ ҆৺ͱ৴པͷ "84७ਖ਼

खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳπʔϧͰྑ͍

खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳπʔϧͰྑ͍ ߨٛऀϊʔτ "84ΤϯλʔϓϥΠζαϙʔτΛܖ໿͍ͯ͠ΔͳΒ͹ $MPVE'PSNBUJPOΛڧ͘ ਪ঑͢Δऄ଍͕ͩ &MBTUJD#FBOTUBMLͱ͍͏બ୒ࢶ΋͋Δ&MBTUJD#FBOTUBML ʹΑͬͯෑ͔ΕͨϨʔϧʹ৐ΕΔͳΒ͹ ྑ͍બ୒ࢶHVNJͰ͸Ϩʔϧ͔Β୤ઢ͠ ͨͨΊ $MPVE'PSNBUJPOΛ࠾༻ͨ͠

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ Make ✔ ✔ ✔ πʔϧΛબ୒

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ Make ✔ ✔ ✔ πʔϧΛબ୒ ߨٛऀϊʔτ
ݱ৔ͷഎܠΛؑΈͯ ӡ༻ίετ͕Լ͕ΔΑ͏ʹπʔϧΛબ୒͢Δ͜ͱ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ Make ✔ ✔ ✔ πʔϧΛબ୒ ίʔυͰิ͏

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ ίʔυͰิ͏ $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ ίʔυͰิ͏ $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ ං͑ଠͬͨ ςϯϓϨʔτ େྔൃੜ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ ίʔυͰิ͏ $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ ίʔυͰิ͏ $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ ߨٛऀϊʔτ ؀ڥͷ਺͕ଟ͘ ҰͭҰͭͷςϯϓϨʔτϑΝΠϧͷߦ਺΋ଟ͘ͳΔ͜ΕͰ͸؅ ཧίετ্͕͕ͬͯ͠·͏

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ ίʔυͰิ͏ $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ πʔϧ $MPVE'PSNBUJPO Λ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ සग़ύλʔϯΛϞδϡʔϧԽ ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ සग़ύλʔϯΛϞδϡʔϧԽ ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ ߨٛऀϊʔτ
ήʔϜҊ݅ͰΑ͋͘Δසग़ύλʔϯ͝ͱʹ $MPVE'PSNBUJPOςϯϓϨʔτͷ෦෼ ύʔπΛ࡞Δ෼ׂͷཻ౓΍ํ਑͸ "84αʔϏεΞΠίϯͰԿͱͳ͘૝૾ͯ͠ཉ ͍͠

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ සग़ύλʔϯΛϞδϡʔϧԽ YAML ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ සग़ύλʔϯΛϞδϡʔϧԽ YAML ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ
ߨٛऀϊʔτ ؀ڥຖʹখ͞ͳ:".-Λهड़͢Δ͜ΕΛࣗࣾ։ൃͨ͠πʔϧʹ౉͢ͱ πʔϧ͸ ࣄલʹ४උͯ͋͠Δখ͞ͳςϯϓϨʔτύʔπΛ :".-ʹैͬͯॱ൪ʹ $MPVE'PSNBUJPOʹద༻͍ͯ͘͠

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ - name: default type: network resources:
- name: player-db type: aurora - name: game-server type: application ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ

- name: player-db type: aurora - name: game-server type: application ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ ߨٛऀϊʔτ ؀ڥຖʹ༻ҙ͞Εͨ:".-͸ ͜ͷΑ͏ͳهࡌͱͳΔωοτϫʔΫ %#αʔό 8FCαʔόͷଘࡏ͕ಡΈऔΕΔ

- name: player-db type: aurora - name: game-server type: application feature1 ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ create

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE feature1 ίʔυԽ - name: default type: network
resources: - name: player-db type: aurora - name: game-server type: application ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ create feature1

- name: player-db type: aurora - name: game-server type: application ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

- name: player-db type: aurora - name: game-server type: application ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1 ߨٛऀϊʔτ :".-ʹهࡌ͞Εͨ಺༰Λॱʹద༻͢Δ͜ͱͰ GFBUVSF؀ڥͷߏங͕ߦΘΕͨ ࣍ʹ ͜ͷ؀ڥʹΩϟογϡΛ௥Ճ͢Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ resources: - name: default type: network
- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE update feature1 ίʔυԽ resources: - name: default
type: network - name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ update feature1 feature1

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1 ߨٛऀϊʔτ ࣍ʹ ΠϯελϯεαΠζΛ্͛Δ

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache properties: - name: InstanceType type: m4.16xlarge ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache properties: - name: InstanceType type: m4.16xlarge ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ update feature1 feature1

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache properties: - name: InstanceType type: m4.16xlarge ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1 properties: - name: InstanceType type: m4.16xlarge ߨٛऀϊʔτ ࣍ʹ ΠϯελϯεαΠζΛݩʹ໭͠ ίϯςφΛ௥Ճ͢Δ

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache - name: game-container type: container ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache - name: game-container type: container ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1 update feature1

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache - name: game-container type: container ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

- name: player-db type: aurora - name: game-server type: application - name: player-cache type: elasticache - name: game-container type: container ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1 ߨٛऀϊʔτ ฒߦӡ༻͠ ಈ࡞֬ೝ͕ऴΘͬͨͷͪ &$ଆΛ࡟আ͢Δ

- name: player-db type: aurora - name: player-cache type: elasticache - name: game-container type: container ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE update feature1 ίʔυԽ resources: - name: default
type: network - name: player-db type: aurora - name: player-cache type: elasticache - name: game-container type: container ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

- name: player-db type: aurora - name: player-cache type: elasticache - name: game-container type: container ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ update feature1 feature1

- name: player-db type: aurora - name: player-cache type: elasticache - name: game-container type: container ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

- name: player-db type: aurora - name: player-cache type: elasticache - name: game-container type: container ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1 ߨٛऀϊʔτ ࠷ޙʹ GFBUVSF؀ڥશͯΛ࡟আ͢Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ feature1

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ delete feature1
feature1

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ ίʔυͰิ͏ πʔϧ $MPVE'PSNBUJPO Λ

ίʔυͰ઀ண

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ "OTJCMFΛૉ௚ʹ࢖͏ʁ ίʔυͰ઀ண

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ "OTJCMFΛૉ௚ʹ࢖͏ʁ ίʔυͰ઀ண ߨٛऀϊʔτ 44)ϩάΠϯ͕ඞཁͳͨΊ 伴؅ཧίετ͕ߴ͍

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ "OTJCMFΛૉ௚ʹ࢖͏ʁ ίʔυͰ઀ண ႈ౳ੑ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ "OTJCMFΛૉ௚ʹ࢖͏ʁ ίʔυͰ઀ண ႈ౳ੑ ߨٛऀϊʔτ ӡ༻தͷઃఆ͕߱Γੵ΋ͬͨෳ਺୆ͷαʔόΛ؅ཧ͢ΔͨΊ ႈ౳ੑΛߟྀͯ͠
1MBZCPPLΛهड़͢Δඞཁ͕͋Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ "OTJCMFΛૉ௚ʹ࢖͏ʁ ίʔυͰ઀ண ႈ౳ੑ ࣮ߦࣦഊ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ "OTJCMFΛૉ௚ʹ࢖͏ʁ ίʔυͰ઀ண ႈ౳ੑ ࣮ߦࣦഊ ߨٛऀϊʔτ ԿΒ͔ͷࣄ৘ʹΑΓ
كʹ਺୆ 1MBZCPPLͷద༻ʹࣦഊ͢Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ "OTJCMFΛૉ௚ʹ࢖͏ʁ ίʔυͰ઀ண ႈ౳ੑ ࣮ߦࣦഊ ΦϯϓϨ೴

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ίʔυԽ "OTJCMFΛૉ௚ʹ࢖͏ʁ ίʔυͰ઀ண

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE πʔϧ "OTJCMF ͱπʔϧ $MPVE'PSNBUJPO Λ ίʔυԽ "OTJCMFΛૉ௚ʹ࢖͏ʁ
ίʔυͰ઀ண Make ✔ ✔ ✔

ίʔυͰ઀ண ӡ༻தͷ &$͸ Ұ੾มߋ͠ͳ͍ มߋͨ͘͠ͳͬͨΒ Πϯελϯε͝ͱࣺͯΔ Make ✔ ✔ ✔

ίʔυͰ઀ண ӡ༻தͷ &$͸ Ұ੾มߋ͠ͳ͍ มߋͨ͘͠ͳͬͨΒ Πϯελϯε͝ͱࣺͯΔ Make ✔ ✔ ✔ ߨٛऀϊʔτ "84Λ࢖༻͍ͯ͠ΔͨΊ ෋߽తʹ&$ΠϯελϯεΛ࡞ΓࣺͯՄೳႈ౳ੑΛ ߟྀ͢Δඞཁ͸ͳ͍ӡ༻ʹೖͬͨ&$Πϯελϯεͷઃఆมߋ͸ઈରʹߦΘͳ ͍44)΋ېࢭ͢Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE πʔϧ "OTJCMF ͱπʔϧ $MPVE'PSNBUJPO Λ ίʔυԽ ίʔυͰ઀ண
Version=v1 aws s3 cp ✔ ✔ ✔ v1 Make ✔ ✔ ✔

Version=v1 aws s3 cp ✔ ✔ ✔ v1 Make ✔ ✔ ✔ ߨٛऀϊʔτ 1MBZCPPLΛ4ʹઃஔ͢Δਤʹ͋Δ௨Γ BXTίϚϯυΛ࣮ߦ͢Δγϯϓϧͳ .BLFpMFΛ࡞੒ͨ͠

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE resources: - name: IMAGE_ID value: ami-0d74386b -
name: PLAYBOOKVERSION value: v1 πʔϧ "OTJCMF ͱπʔϧ $MPVE'PSNBUJPO Λ ίʔυԽ ίʔυͰ઀ண ✔ ✔ ✔ Make ✔ ✔ ✔ v1

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE resources: - name: IMAGE_ID value: ami-0d74386b -
name: PLAYBOOKVERSION value: v1 πʔϧ "OTJCMF ͱπʔϧ $MPVE'PSNBUJPO Λ ίʔυԽ ίʔυͰ઀ண ✔ ✔ ✔ Make ✔ ✔ ✔ v1 ߨٛऀϊʔτ ͖͞΄Ͳ঺հͨ͠πʔϧͷ:".-ʹ".*΍1MBZCPPLͷόʔδϣϯΛࢦఆ͠ $MPVE'PSNBUJPOʹద༻͢Δ

✔ ✔ ✔ Make ✔ ✔ ✔ v1 resources: - name: IMAGE_ID value: ami-0d74386b - name: PLAYBOOKVERSION value: v1

✔ ✔ ✔ Make ✔ ✔ ✔ v1 resources: - name: IMAGE_ID value: ami-0d74386b - name: PLAYBOOKVERSION value: v1 ߨٛऀϊʔτ ͜ΕͰ 1MBZCPPLWͷద༻Λߦͬͨ&$Πϯελϯε͕ىಈ͢ΔHVNJͰ͸ "84͕഑෍͍ͯ͠Δ".*ʹखΛՃ͑ͣʹ࢖༻͓ͯ͠Γ ߏ੒؅ཧ͸શͯ 1MBZCPPLͰ؅ཧ͍ͯ͠Δىಈ͕࣌ؒ஗͍ͳͲͷ໰୊͕ൃੜ͢ΔͳΒ͹ݟ௚͕͢ ݱঢ়͸ ͜ͷ؅ཧํ๏Ͱ໰୊͸ͳ͍

✔ ✔ ✔ v1 resources: - name: IMAGE_ID value: ami-0d74386b - name: PLAYBOOKVERSION value: v1 v2 Version=v2 ✔ ✔ ✔ aws s3 cp ✔ ✔ ✔ Make

✔ ✔ ✔ v1 resources: - name: IMAGE_ID value: ami-0d74386b - name: PLAYBOOKVERSION value: v1 v2 Version=v2 ✔ ✔ ✔ aws s3 cp ✔ ✔ ✔ Make ߨٛऀϊʔτ 1MBZCPPLΛมߋ͠ Wͱͯ͠4ʹઃஔ͢Δ

✔ ✔ ✔ Make ✔ ✔ ✔ v1 resources: - name: IMAGE_ID value: ami-0d74386b - name: PLAYBOOKVERSION value: v2 ✔ ✔ ✔ v2

✔ ✔ ✔ Make ✔ ✔ ✔ v1 resources: - name: IMAGE_ID value: ami-0d74386b - name: PLAYBOOKVERSION value: v2 ✔ ✔ ✔ v2 ߨٛऀϊʔτ :".-ͷ1MBZCPPLόʔδϣϯͷΈมߋͨ͜͠ͱͰ "VUP4DBMJOHͷ -BVODI$POpHVSBUJPOͷ6TFS%BUBͷΈ͕มߋͱͳΔ

✔ ✔ ✔ Make ✔ ✔ ✔ v1 resources: - name: IMAGE_ID value: ami-0d74386b - name: PLAYBOOKVERSION value: v2 ✔ ✔ ✔ v2 ߨٛऀϊʔτ ͜ΕͰ 1MBZCPPLW͕ద༻͞Εͨ&$Πϯελϯε͕ىಈ͢Δ͠͹Β༷͘ࢠ Λݟͯ໰୊͕ͳ͚Ε͹ 1MBZCPPLW͕ద༻͞Εͨ&$ΠϯελϯεΛఀࢭ͢Δ

✔ ✔ ✔ Make ✔ ✔ ✔ v1 resources: - name: IMAGE_ID value: ami-0d74386b - name: PLAYBOOKVERSION value: v2 ✔ ✔ ✔ v2 ߨٛऀϊʔτ BXTDMJܦ༝Ͱ"VUP4DBMJOHΛૢ࡞͠ Πϯελϯεͷ୆਺ΛݮΒ͢༧Ίऴྃϙ ϦγʔΛ0MEFTU*OTUBODFʹ͓ͯ͘͠ͱ ݹ͍Πϯελϯε͔Β࡟আ͞ΕΔ

✔ ✔ ✔ Make ✔ ✔ ✔ v1 resources: - name: IMAGE_ID value: ami-0d74386b - name: PLAYBOOKVERSION value: v2 ✔ ✔ ✔ v2 ߨٛऀϊʔτ Ұ࿈ͷྲྀΕͷதͰ BXTDMJͳͲͷෳ਺ͷπʔϧΛ࢖͍෼͚͍ͯΔશͯΛ·ͱΊΒ Εͳ͍͔ʁͱߟ͑Δ͔΋͠Εͳ͍͕ ࣮ࡍʹ·ͱΊΑ͏ͱ͢Δͱ ਓͷ൑அ͕ඞཁ ͳͱ͜ΖΛίʔυԽ͢Δࡍʹۤ࿑͢Δͨͩ͠ վળͷ༨஍͸͋ΔͨΊ ࠓޙͷ՝୊ ͱ͍ͯ͠Δ

ίʔυͰ઀ண

ίʔυͰ઀ண ߨٛऀϊʔτ طଘπʔϧͷຊ࣭Λཧղ͠ ਖ਼͘͠࢖͍ͭͭ ͦΕΒͷ伱ؒΛຒΊΔ͜ͱʹ஫ྗ͢ Δ͜ͱ伱ؒΛຒΊΔͨΊʹ ϧʔϧΛ࡞Γ ίʔυΛॻ͘͜ͱ

ίʔυͰ઀ண

ίʔυͰ઀ண ߨٛऀϊʔτ ࠓճ঺հͨ͠Ҏ֎ʹ σϓϩΠπʔϧͳͲ΋ΠϯϑϥνʔϜ͕։ൃ͍ͯ͠ΔͦΕ Β͸ผͷػձʹ঺հ͍ͨ͠

·ͱΊ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ·ͱΊ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ·ͱΊ Ұਓ νʔϜ ૊৫ ελʔτΞοϓ Ұ෦্৔اۀ ख࡞ۀ
ίʔυԽ ࣄྫ঺հ ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to Try, First to Fail, First to Recover!

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ·ͱΊ ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to Try,
First to Fail, First to Recover!

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ·ͱΊ ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to Try,
First to Fail, First to Recover! ߨٛऀϊʔτ ʮ࣮ݧࣦͯ͠ഊֶͯ͠Ϳʯͱ͍͏ߦಈ͸ πʔϧ͚ͩʹݶͬͨ࿩͠Ͱ͸ͳ͘ ૊৫ͷ ମ੍΍νʔϜ׆ಈͳͲ ͋ΒΏΔ΋ͷΛର৅ͱ͍ͯ͠Δ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ·ͱΊ ౰ࣄऀͷํʑ΁ ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to
Try, First to Fail, First to Recover!

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ·ͱΊ খ͘͞ࢼ͠ খࣦ͘͞ഊ ࣦഊ͕લఏͰྑ͍ ͔ͳΒͣվળ͢Δ͜ͱ ͨͩ͠ݠڏʹֶͿ͜ͱ ౰ࣄऀͷํʑ΁
࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to Try, First to Fail, First to Recover!

ར༻ऀ΍֎໺ͷํʑ΁ ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to Try, First to Fail, First to Recover!

ར༻ऀ΍֎໺ͷํʑ΁ ݮ఺ํ͔ࣜΒՃ఺ํࣜ΁ લͷΊΓͷࣦഊʹ͸׮༰ʹ ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to Try, First to Fail, First to Recover!

ར༻ऀ΍֎໺ͷํʑ΁ ݮ఺ํ͔ࣜΒՃ఺ํࣜ΁ લͷΊΓͷࣦഊʹ͸׮༰ʹ ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to Try, First to Fail, First to Recover! ߨٛऀϊʔτ ݮ఺ํࣜͰӡ༻ऀΛ੹ΊΔͱ कΓʹೖΓ ແବͳ๷ޚߦಈͰଟେͳ޻਺Λ࿘අ͢ ΔʮલͷΊΓͷࣦഊʯ͸ ׮༰ʹड͚ࢭΊΔ͜ͱ

ར༻ऀ΍֎໺ͷํʑ΁ ݮ఺ํ͔ࣜΒՃ఺ํࣜ΁ લͷΊΓͷࣦഊʹ͸׮༰ʹ ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ ࣋ͪؼͬͯ΄͍͜͠ͱ First to Try, First to Fail, First to Recover! ͍΍ ·ͯʜ Less DevOps, More Code Ͳ͜΁ߦͬͨ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ·ͱΊ Less Ops, More Code ࠓ೔ͷ࿩͠͸ Less
DevOps, More Code ΠϯϑϥΤϯδχΞͷࢹ఺͔ΒͳΒ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ·ͱΊ Less DevOps, More Code ΠϯϑϥνʔϜͱڞ௨։ൃνʔϜ͔Β ήʔϜ։ൃνʔϜ΁ͷϝοηʔδ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ·ͱΊ Less DevOps, More Code ɹࢲୡ͸ ήʔϜͷ໘ന͞ʹ௚݁͠ͳ͍%FWͱ0QTΛ
Ҿ͖ड͚ օ͞ΜʹήʔϜͷ໘ന͞ʹ௚݁͢ΔίʔυΛ ΋ͬͱͨ͘͞Μॻ͍ͯ΋Β͑ΔΑ͏ ܧଓతʹۀ຿վળ ͠ଓ͚·͢ ΠϯϑϥνʔϜͱڞ௨։ൃνʔϜ͔Β ήʔϜ։ൃνʔϜ΁ͷϝοηʔδ

$PQZSJHIU $ HVNJ*OD"MM3JHIUT3FTFSWFE ·ͱΊ Less DevOps, More Code ɹࢲୡ͸ ήʔϜͷ໘ന͞ʹ௚݁͠ͳ͍%FWͱ0QTΛ
Ҿ͖ड͚ օ͞ΜʹήʔϜͷ໘ന͞ʹ௚݁͢ΔίʔυΛ ΋ͬͱͨ͘͞Μॻ͍ͯ΋Β͑ΔΑ͏ ܧଓతʹۀ຿վળ ͠ଓ͚·͢ ΠϯϑϥνʔϜͱڞ௨։ൃνʔϜ͔Β ήʔϜ։ൃνʔϜ΁ͷϝοηʔδ ߨٛऀϊʔτ ͜ͷΑ͏ͳ࢟੎͕Πϯϑϥӡ༻ʹඞཁͩͱHVNJͰ͸ߟ͍͑ͯΔΈͳ͞Μͷࢀߟ ʹͳΔ͜ͱΛئ͍ͬͯΔ

AWS Summit Tokyo 2018 gumi Inc. が目指す Less DevOp...

AWS Summit Tokyo 2018 gumi Inc. が目指す Less DevOps, More Code -運用を削減して, もっとコードを書こう!!-

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