CloudFormationの理想と現実 〜 冷静にCloudFormationを考える/20210722-jawsug-cli-cloudformation

2021-07-22開催のJAWS-UG CLI専門支部「CloudFormation入門」での発表資料のダイジェストです。

https://jawsug-cli.connpass.com/event/217280/

うまくいっている人、うまくいっていない人、ぜひお話を聞かせていただければと思います。

当日、emiさんにLTをしていただきました。こちらも是非ご覧ください。
https://speakerdeck.com/emiki/cloudformationdeguan-li-saretasisutemufalsebian-geng-deeralian-fa-sitahua

(運用設計ラボ合同会社 波田野裕一)

Transcript

1. ӡ༻ઃܭϥϘ߹ಉձࣾ
   Operation Lab
   ӡ༻ઃܭϥϘ
   $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
   1
   
   γχΞΞʔΩςΫτ೾ా໺༟Ұ
   ʙྫྷ੩ʹ$MPVE'PSNBUJPOߟ͑Δ
   +"846($-*ઐ໳ࢧ෦3
   

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2. Operation Lab
   ӡ༻ઃܭϥϘ
   ໔੹ࣄ߲
   2
   • ຊൃදͷ಺༰͸ɺൃදऀݸਓͷݟղͰ͋Γɺ+"846($-*ઐ໳ࢧ෦͓Αͼ
   ӡ༻ઃܭϥϘͰͷ࣮ફྫΛத৺ʹ঺հ͍ͯ͠·͢ɻ
   • ݱࡏ΋ɺࢼߦࡨޡͷ్தͰ͋Γɺࠓޙ಺༰͕վగ͞ΕΔՄೳੑ͕͋Γ·͢ɻ
   

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3. Operation Lab
   ӡ༻ઃܭϥϘ
   $MPVE'PSNBUJPOͷ֓ཁ
   3
   • "84ΠϯϑϥετϥΫνϟͷߏ੒؅ཧπʔϧ
   • +40/͔:".-Ͱهड़͢Δ ίϝϯτͰ͖Δ:".-͕ओྲྀ
   
   • "84ΛҰҙʹ؅ཧ͢ΔͨΊͷɺ্ڃऀ޲͚ج൫αʔϏε
   • ෳ਺ͷςϯϓϨʔτϑΝΠϧΛར༻ͨ͠ଟஈߏ੒͕Մೳ νΣʔϯ࣮ߦ
   
   • େྔͷςϯϓϨʔτ͕"84͔Βఏڙ͞Ε͍ͯΔɻ
   "84͕ఏڙ͢ΔެࣜMB$ *OGSBTUSVDUVSFBT$PEF
   πʔϧ
   $'Oͱུͯ͠දݱ͞ΕΔ͜ͱ΋ଟ͍
   

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4. Operation Lab
   ӡ༻ઃܭϥϘ
   $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
   4
   

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5. Operation Lab
   ӡ༻ઃܭϥϘ
   • શͯͷ"84ϦιʔεΛςΩετϑΝΠϧͰߏ੒؅ཧ
   • શͯͷϦϦʔεΛ$'OͷελοΫ࡞੒΍ߋ৽Ͱ࣮ࢪ
   • ʮ෮چʯΑΓ΋ʮ࡞Γ௚͠ʯʹΑΔαʔϏε࠶։
   $MPVE'PSNBUJPOͷಛ௃ͱཧ૝
   5
   • ςΩετϑΝΠϧ :".-+40/
   ʹΑΔߏ੒؅ཧ όʔδϣϯ؅ཧՄೳ
   
   • ୭͕ݟͯ΋ಉ͡ߏ੒ ٬؍Խ
   
   • શ͘ಉҰߏ੒ͷ"84ϦιʔεΛ࡞੒Մೳ ࠶ݱੑ
   
   ಛ௃
   ཧ૝ ྫ
   
   $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
   

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6. Operation Lab
   ӡ༻ઃܭϥϘ
   ೾ా໺ͷ$MPVE'PSNBUJPOͷҹ৅
   6
   ͷ+"846($-*Ҏདྷͷҹ৅
   $'OʹݶΒͣɺ*B$શൠʹײ͍ͯ͡Δ͜ͱ
   ҰݴͰݴ͏ͱʮΠϝʔδ΄Ͳָʹ͸ͳΒͳ͍ʯ
   $'Oྑͦ͞͏ͳΜ͚ͩͲ
   ίϨδϟφΠײ
   $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
   

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7. Operation Lab
   ӡ༻ઃܭϥϘ
   • શͯͷ"84ϦιʔεΛςΩετϑΝΠϧͰߏ੒؅ཧ
   • શͯͷϦϦʔεΛ$'OͷελοΫ࡞੒΍ߋ৽Ͱ࣮ࢪ
   • ʮ෮چʯΑΓ΋ʮ࡞Γ௚͠ʯʹΑΔαʔϏε࠶։
   ೾ా໺ͷ$MPVE'PSNBUJPOͷҹ৅
   7
   ཧ૝ ྫ
   
   $'Oྑͦ͞͏ͳΜ͚ͩͲ
   ίϨδϟφΠײ
   ͷ+"846($-*Ҏདྷͷҹ৅
   ͜ͷͭ͸௕ظతͳࢹ఺Ͱ͸
   ࣦഊ͢ΔՄೳੑͷํ͕ߴ͍
   $'O͡Όͳͯ͘΋Ͱ͖Δ
   $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
   

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8. Operation Lab
   ӡ༻ઃܭϥϘ
   ݱ࣮*B$ք۾ΛΑ͘ݟΔͱ ೥౰࣌ʙ
   
   8
   ಋೖऀ
   ʮ*B$ΠΠωʯ
   ϊϦϊϦͳਓͷ͸ίονͷਓ
   ʮ*B$ΠΠωʯ
   ͱɺݴ͍ͬͯΔਓΛݟͨ͜ͱ͕ͳ͍
   Ҿܧ୲౰ऀ
   ଞਓ͔ΒҾ͖ܧ͍ͩ$IFGϨγϐΛࣺͯͯɺ
   ࣗΒʮ"OTJCMFͷಋೖऀʯʹΫϥενΣϯδͨ͠ࣄྫ͸
   ෳ਺؍ଌ
   *B$ͷҾ͖ܧ্͕͗ख͍͍ͬͯ͘Δ࿩Λݱ৔Ͱฉ͍ͨ͜ͱ͕ͳ͍ɻ
   ਺ेສߦͷςϯϓϨʔτͷอकɾҾ͖ܧ͗ʹۤ͠ΜͰ͍Δ࿩͸͍͔ͭ͘ฉ͖·ͨ͠ɻ
   TTNKQͰͷൃදࢿྉΑΓ
   
   
   $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
   

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9. Operation Lab
   ӡ༻ઃܭϥϘ
   ٙ໰*B$͸Ҿ͖ܧ͗Մೳͳͷ͔
   9
   *B$Λଞਓ͔ΒҾ͖ܧ͙ͳΒ
   ͨͿΜୀ৬ͨ͘͠ͳΔ
   ҰݴͰݴ͏ͱʮ*B$ͷҾ͖ܧ͗͸ී௨ͷࣗಈԽͷҾ͖ܧ͗ΑΓ΋஍ࠈʯ
   ୯७ͳςϯϓϨʔτ͔͠ͳ͍৔߹Λআ͘
   
   $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
   

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10. Operation Lab
    ӡ༻ઃܭϥϘ
    ຊ೔ͷ͓୊
    10
    ʮଞਓ͔ΒҾ͖ܧ͍͚ͩͲɺ*B$πʔϧɺΠΠωʯ
    ͱɺݴ͍ͬͯΔਓΛ୳͍ͯ͠·͢ɻʲΏΔืʳ
    Ҿܧ୲౰ऀ
    ೥ͪΐͬͱܦͪ·͕͢ɺ·ͩ݅΋ͳ͠
    ͜ͷ࿩ࣗମ͸ਓҎ্ʹ͍ͯ͠·͢ɻ
    
    $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
    ߋ৽খن໛γεςϜͰ࢖ͬͯྑ͔ͬͨͱ͍͏࿩͸݅ɻதن໛Ҏ্Ͱ͸·ͩθϩ݅ɻ
    

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11. Operation Lab
    ӡ༻ઃܭϥϘ
    ؒ઀తʹ
    ฉ͍ͨ།ҰͷҾ͖ܧ͗੒ޭࣄྫ
    11
    Ҿܧ୲౰ऀ
    ͭ·Γ
    $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
    ʮ$MPVE'PSNBUJPOςϯϓϨʔτʯʹ΋
    υΩϡϝϯτ͸ඞཁ
    ೲ඼෺ͷҰ෦Ͱʮ$MPVE'PSNBUJPOςϯϓϨʔτʯ
    Λར༻͓ͯ͠Γɺ
    ద੾ͳυΩϡϝϯτ͕Ұॹʹೲ඼͞Εͨέʔε
    ௒େखاۀͰ
    

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12. Operation Lab
    ӡ༻ઃܭϥϘ
    ͋ͱ͸ɺҾ͖ܧ͗ࣗମ͕ෆཁͳ৔߹
    12
    TTNKQͰͷൃදࢿྉΑΓ
    
    
    ख़࿅
    νʔϜ
    શһ͕೔ৗతʹએݴܕσϓϩΠπʔϧΛར༻͍ͯ͠Δɻ
    શһ͕΄΅શͯͷςϯϓϨʔτΛ೺Ѳ͍ͯ͠Δɻ
    ଞͷϝϯόʔͷ޷Έ΍Ϋη΋೺Ѳ͍ͯ͠Δ
    
    ʮએݴܕσϓϩΠπʔϧʯʹ΋
    υΩϡϝϯτ͸ඞཁ
    Ͱ΋
    ϝϯόʔͷҟಈ͕΄ͱΜͲͳ͍ख़࿅νʔϜ
    ҟಈ͕ແ͍͜ͱલఏ͸ɺҟಈൃੜͱͱ΋ʹ่յ͠΍͍͢
    ͜ͷ࿩ͯ͘͠Εͨਓ͕ʹ"ࣾ΁స৬
    ʹɺ͜ͷ࿩Λͨ͠Β
    $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
    ͦͷޙͲ͏ͳ͔ͬͨฉ͚͍ͯͳ͍
    

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13. Operation Lab
    ӡ༻ઃܭϥϘ
    • શͯͷ"84ϦιʔεΛςΩετϑΝΠϧͰߏ੒؅ཧ
    • શͯͷϦϦʔεΛ$'OͷελοΫ࡞੒΍ߋ৽Ͱ࣮ࢪ
    • ʮ෮چʯΑΓ΋ʮ࡞Γ௚͠ʯʹΑΔαʔϏε࠶։
    $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
    13
    ཧ૝ ྫ
    
    Ҿ͖ܧ্͕͗ख͍͍ͬͯ͘Δ࿩Λݱ৔Ͱฉ͍ͨ͜ͱ͕ͳ͍ɻ
    ݱ࣮
    $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
    

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14. Operation Lab
    ӡ༻ઃܭϥϘ
    ͱ͸ݴ͏΋ͷͷ
    14
    "84ʹ͓͚Δ$'Oͷར༻͸૿͍͑ͯΔ
    ࢖͍Ͳ͜ΖΛؒҧ͑ͳ͚Ε͹ศརͳͷ͸͔ͨ͠
    దࡐదॴ
    $MPVE'PSNBUJPOͷཧ૝ͱݱ࣮
    

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15. Operation Lab
    ӡ༻ઃܭϥϘ
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    15
    

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16. Operation Lab
    ӡ༻ઃܭϥϘ
    ಛ௃ֶशίετ͕ߴ͍
    16
    ֊ "84"1*ͷ஌ࣝ "84$-*4%,
    
    $MPVE'PSNBUJPOಠࣗͷ஌ࣝ
    ֊
    "84$%,ಠࣗͷ஌ࣝ
    ֊
    $'Oͷલఏͱͯ͠ɺ"84"1*ͷ஌ࣝ͸ඞਢɻ
    ߋʹ$%,ͷલఏͱͯ͠ɺ$'Oͷ஌ࣝ͸ඞਢɻ
    $%,ͷ৔߹͸֊ݐͯͷ஌ࣝɺ$'Oͷ৔߹Ͱ΋֊ݐͯͷ஌͕ࣝඞཁ
    ֶֻ͚ͨशίετΛճऩͰ͖Δ͔
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    

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17. Operation Lab
    ӡ༻ઃܭϥϘ
    ࢀߟ$'Oͷֶशίετ
    17
    $'OελοΫʹมߋΛՃ͑ͨͱ͖ͷϦιʔεͷڍಈ͕ɺ
    ʮ࡟আ࡞੒ʯͳͷ͔ʮߋ৽ʯͳͷ͔͸ϦιʔεʹΑͬͯҟͳΔ
    ͖ͪΜͱ೺Ѳ͍ͯ͠ͳ͍ͱ
    ελοΫ୯ҐͰͷେࣄނʹͭͳ͕Δ
    ϦϑΝϨϯεΛͪΌΜͱಡΜͰݸผʹ೺Ѳݕূ͢Δඞཁ͕͋Δ
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    3FGͷ໭Γ஋΋ϦιʔεʹΑͬͯҟͳΔ
    

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18. Operation Lab
    ӡ༻ઃܭϥϘ
    ಛ௃ར༻Մೳൣғ͕ڱ͍ ৽͍͠ػೳʹऑ͍
    
    18
    $'OͷରԠ͸ɺ"84"1*ͷϦϦʔε͔Βֻ͕͔࣌ؒΔɻ
    ରԠ͍ͯ͠ͳ͍αʔϏε΍ػೳ΋݁ߏ͋Δ վળ͸͞Ε͖ͯͨ
    
    ރΕͨػೳʹ͸ద͍ͯ͠Δ͕ɺ࠷৽ػೳʹ͸ରԠͰ͖ͳ͍
    "84"1*
    $'OͷରԠൣғ
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    

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19. Operation Lab
    ӡ༻ઃܭϥϘ
    ಛ௃มԽʹऑ͍ *B$ͷಛ௃
    
    19
    *B$͸ɺຊདྷૄ݁߹ͳΫϥ΢υϦιʔεΛ
    ີ݁߹ ϞϊϦγοΫ
    ʹ͢Δ͜ͱͰ࠶ݱੑΛߴΊΔ΋ͷ
    ೾ా໺ͷཧղ
    
    *B$͸ຊ࣭తʹมԽʹऑ͍
    • ϋʔυίʔσΟϯάͰ͋Δ΄Ͳ࠶ݱੑ͕ߴ͍
    • ʮߗ௚Խʯͷ౓߹͍ͱʮ࠶ݱੑʯ͸ൺྫ͢Δɻ
    ʮมԽ΁ͷରԠʯͱʮ࠶ݱੑ ߗ௚౓
    ʯ͸എ൓͢Δ
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    

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20. Operation Lab
    ӡ༻ઃܭϥϘ
    ࢀߟʮ࠶ݱੑʯҎ֎Λ௥ͬͯ͸͍͚ͳ͍
    20
    • σϓϩΠπʔϧͰΰϦΰϦࣗಈԽͯ͠΍Δͥ
    • ͜ͷπʔϧͰͲΜͳσϓϩΠͰ΋Ͱ͖ΔΑ͏ʹ͢Δͥ
    ࠶ݱੑ
    ൚༻ੑ
    ʙ೥ޙ
    ϝϯςͰ͖ͳ͍ඪ४πʔϧɺ޻਺ׂ͔͚ͨʹ൚༻ੑ΋ΠϚΠνɺ
    ৽نҊ݅Ͱ࢖͏ͷʹͳʹ͔ͱख͕͔͔ؒΔίϨδϟφΠײ
    
    
    σϓϩΠπʔϧ͋Δ͋Δ ݸਓతܦݧ
    
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    

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21. Operation Lab
    ӡ༻ઃܭϥϘ
    ࢀߟ൚༻ੑɺෆ౎߹ͳਅ࣮
    21
    • ਅ࣮ൣғ͕ෆ໌ͳʮ൚༻ੑʯ͸ະఆٛͱಉٛ
    • ແݶͳ൚༻ੑ͸ଘࡏ͠ͳ͍
    • ʮมԽʹ߹Θͤͯ൚༻ੑΛม͑Δʯ࿦ཧతʹ͢Ͱʹ͓͔͍͠
    • ਅ࣮ʮ൚༻ੑͷఆٛʯ͸͏·͍͔͘ͳ͍
    • ʮ൚༻ੑʯͷج४͕Կͳͷ͔ΛܾΊΔ͜ͱ͕ࠔ೉ɻ ओ؍ʹґଘ
    
    • ج४͕ෆ໌֬Ͱ͋Ε͹ʮ൚༻ੑʯͷൣғΛఆٛ͢Δ͜ͱ΋ࠔ೉
    • ਅ࣮ʮ൚༻ੑͷ֬อʯ͸͏·͍͔͘ͳ͍
    • ʮ൚༻తͳखॱʯͰߏங࡞ۀ΍ӡ༻࡞ۀ͕͏·͘ߦ͘͜ͱ͸ك
    • ͪΐͬͱͨ͠ݸผࣄ৘Λٵऩ͢Δ͜ͱ͑͞΋ࠔ೉ʹ
    ଟ͘ͷ৔߹ɺ൚༻ੑ͸ݬ
    • ਅ࣮൚༻ੑΛࣺͯΔͱ࠶ݱੑ͕ߴ͘ͳΔ
    • ߟྀ͢΂͖ࣄ߲͕େ෯ʹݮΔͨΊɺ࠶ݱੑ֬อʹ஫ྗ͠΍͘͢ͳΔɻ
    • ࠶ݱੑ͕ٻΊΒΕΔର৅΍ൣғ΋ݶఆͰ͖ΔͨΊɺҡ࣋͠΍͘͢ͳΔɻ
    • ਅ࣮ଟػೳΛ͖͋ΒΊΔͱ࠶ݱੑ͕ߴ͘ͳΔ
    • ੍ޚߏจͳͲ͕ݮΔͨΊɺόά΍ޡಈ࡞ͷՄೳੑ͕͔ͳΓ௿͘ͳΔɻ
    • Մಡੑ΋ߴ͘ͳΔͷͰɺ࢓༷΍ڍಈͷ೺Ѳ΍Ҡ২͕͠΍͘͢ͳΔɻ
    • ਅ࣮มߋ΍ߋ৽Λ΍Βͳ͍ͱ࠶ݱੑ͕ߴ͘ͳΔ
    • ࠶ݱੑͷେ͖ͳ્֐ཁҼͱͳΔมߋ΍มԽΛഉআ͢Δͱ࠶ݱੑ͸ߴ·Δɻ
    • มߋΛੵΈॏͶΔΑΓɺ౎౓࡞੒࢖͍ࣺͯͷํ͕࠶ݱੑΛҡ࣋͠΍͢
    ͍ɻ
    Կ͔ΛࣺͯΔ͜ͱͰੜ·ΕΔ΋ͷ
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    

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22. Operation Lab
    ӡ༻ઃܭϥϘ
    ࢀߟ൚༻ੑͱύϥϝʔλ
    22
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    ʮ൚༻ੑΛߴΊΔͨΊʹύϥϝʔλΛଟ༻͢Δʯ
    ࠶ݱੑ͕Լ͕ΔҰํͰߗ௚తͰ͸͋ΔͷͰɺ$'OͷϝϦοτ୆ແ͠ʹ
    ύϥϝʔλଟ༻͢Δ$'OΑΓ΋ɺ"84$-*Λී௨ʹ࢖͏ํ͕શͯͷ໘ͰউΔ
    ࠶ݱੑɺॊೈੑɺֶशίετ
    
    ͋Γ͕ͪͳΞϯνύλʔϯ
    

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23. ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃ ·ͱΊ
    
    ֶशίετ͕ߴ͍
    ར༻Մೳൣғ͕ڱ͍ ৽͍͠ػೳʹऑ͍
    
    มԽʹऑ͍
    23
    Operation Lab
    ӡ༻ઃܭϥϘ
    ֶशίετʹݟ߹͏ൣғͰɺ$'Oͱ૬ੑ͕ྑ͍ͱ͜ΖͰ࢖͏΂͖
    • શͯͷ"84ϦιʔεΛςΩετϑΝΠϧͰߏ੒؅ཧ
    • શͯͷϦϦʔεΛ$'OͷελοΫ࡞੒΍ߋ৽Ͱ࣮ࢪ
    • ʮ෮چʯΑΓ΋ʮ࡞Γ௚͠ʯʹΑΔαʔϏε࠶։
    ཧ૝ ྫ
    
    Ҿ͖ܧ͗ࠔ೉ͷݪҼͷҰͭ
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    

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24. Operation Lab
    ӡ༻ઃܭϥϘ
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOͷ࢖͍Ͳ͜Ζ
    24
    ৽͍͠"84αʔϏε
    ރΕͨ"84αʔϏε
    มԽ͕
    ܹ͍͠
    มԽ͕
    গͳ͍
    มԽ͕ܹ͍͠
    ރΕͨ"84αʔϏε
    มԽ͕গͳ͍
    ৽͍͠"84αʔϏε
    ෆಘҙͳྖҬ
    ಘҙͳྖҬ
    มԽ͕ܹ͍͠
    ৽͍͠"84αʔϏε
    มԽ͕গͳ͍
    ރΕͨ"84αʔϏε
    $'Oͱ૬ੑ͕ྑ͍
    ֊ݐֶͯशίετΛڐ༰Մೳͳ৔߹
    $'Oͱ૬ੑ͕
    ඇৗʹѱ͍
    $'Oͱ૬ੑ͸
    ྑ͘ͳ͍
    $'Oͱ૬ੑ͸
    ྑ͘ͳ͍
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    Ϗδωεɾ؀ڥͳͲͷ
    
    

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25. ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOͷϢʔεέʔε
    ߗ௚Խ ࠶ݱੑ
    ͕ظ଴͞ΕΔϢʔεέʔε
    มԽ͕ى͖ʹ͍͘Ϣʔεέʔε
    Ұׅ࡟আ͍ͨ͠Ϣʔεέʔε
    25
    Operation Lab
    ӡ༻ઃܭϥϘ
    ֶशίετʹݟ߹͏ൣғͰɺ$'Oͱ૬ੑ͕ྑ͍ͱ͜ΖͰ࢖͏΂͖
    • มߋͷແ͍γεςϜ
    • ഑෍͍ͨ͠৔߹ ੡඼ͷݕূ؀ڥ΍ϋϯζΦϯ؀ڥͷ഑෍
    
    • ؀ڥར༻ޙʹҰׅ࡟আ͍ͨ͠৔߹ ಉ্
    
    Ϣʔεέʔε ྫ
    
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    

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26. Operation Lab
    ӡ༻ઃܭϥϘ
    ࢀߟҰׅ࡟আ͍ͨ͠Ϣʔεέʔε
    26
    $'OͰ࡞੒ͨ͠ϦιʔεʹมߋΛՃ͑ͨΓɺଞͷϦιʔεΛΞλον͢Δͱ
    ελοΫ࡟আʹࣦഊ͢Δ͜ͱ͕Α͋͘Δ
    CFnͱʮมԽʯ΍ʮมߋʯ͸ͱͯ΋૬ੑ͕ѱ͍
    νΣϯδηοτͰ্ख͘΍ΕΔΑ͏ʹֶशݕূ͢Δ֮ޛ͕͋Δ͔
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    

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27. Operation Lab
    ӡ༻ઃܭϥϘ
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOͷϝϦοτ
    27
    • ϝϦοτ࠶ݱੑ͕ߴ͍
    • Ұ౓ಈ࡞֬ೝͰ͖ͨςϯϓϨʔτ͸܁Γฦ͠࢖͑Δ
    • ϝϦοτૢ࡞͕γϯϓϧʹͳΔ Ҡ؅Մೳ
    
    • σϓϩΠϘλϯίϚϯυҰൃͰߏஙͰ͖Δɻ
    • ϝϦοτ࠶ར༻ੑ͕ߴ͍ ഑෍Մೳ
    
    • ࡞੒ͨ͠ςϯϓϨʔτΛ഑෍͢Δ͜ͱͰɺଞऀ͕ར༻Ͱ͖Δɻ
    େࣄͳ͜ͱ͸
    "84Λ࢖͍͍ͨͷ͔ɺ$'OΛ࢖͍͍ͨͷ͔
    ྫྷ੩ʹݟΔ$MPVE'PSNBUJPOͷಛ௃
    ຊ࣭త͔ͭ࠷େͷϝϦοτ
    

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28. Operation Lab
    ӡ༻ઃܭϥϘ
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOςϯϓϨʔτͷ࡞Γํ
    28
    

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29. Operation Lab
    ӡ༻ઃܭϥϘ
    ओுҾ͖ܧ͛ͳ͍ʮӡ༻ࣗಈԽʯ͸ૉਓ࢓ࣄ
    29
    ͦͷࣗಈԽ
    Ҿ͖ܧ͛·͔͢
    ݴ͏ͯ͸ԿͰ͚͢Ͳ
    ࣗಈԽ͚ͩͳΒ
    ͔͚࣌ؒΕ͹
    ୭Ͱ΋Ͱ͖Δ
    
    ʮӡ༻ࣗಈԽɺෆ౎߹ͳਅ࣮ʯ
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOςϯϓϨʔτͷ࡞Γํ
    

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30. Operation Lab
    ӡ༻ઃܭϥϘ
    ओுҾ͖ܧ͛ͳ͍ʮ$'OςϯϓϨʔτʯ͸ૉਓ࢓ࣄ
    30
    ͦͷ$'OςϯϓϨʔτ
    Ҿ͖ܧ͛·͔͢
    ݴ͏ͯ͸ԿͰ͚͢Ͳ
    ςϯϓϨʔτԽ͚ͩͳΒ
    ͔͚࣌ؒΕ͹
    ୭Ͱ΋Ͱ͖Δ
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOςϯϓϨʔτͷ࡞Γํ
    

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31. Operation Lab
    ӡ༻ઃܭϥϘ
    $MPVE'PSNBUJPO΋υΩϡϝϯτඞཁ
    31
    ʮ$MPVE'PSNBUJPOʯʹ΋υΩϡϝϯτ͸ඞཁ
    ճආ͢Δʹ͸
    Ҿܧ୲౰ऀ
    ࣮૷ऀ
    ʮ$MPVE'PSNBUJPOςϯϓϨʔτελοΫʯͷҾ͖ܧ͗͸
    ͔ͳΓͷ֬཰Ͱࣦഊ͍ͯ͠ΔͷͰ͸
    ʮςϯϓϨʔτ΍ελοΫ͕͋Ε͹0,ʯͰ͸ͳ͍ݱ࣮
    Ҿ͖ܧ͛ͳ͍ʮ$'OςϯϓϨʔτʯ͸ૉਓ࢓ࣄ
    ϓϩͷ࢓ࣄɺͳΒ͹
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOςϯϓϨʔτͷ࡞Γํ
    

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32. Operation Lab
    ӡ༻ઃܭϥϘ
    $MPVE'PSNBUJPOςϯϓϨʔτͰ͋Γ͕ͪͳ͜ͱ
    32
    αʔϏε࢓༷
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOςϯϓϨʔτͷ࡞Γํ
    ςϯϓϨʔτ
    ੜ੒
    ໨త
    खஈ
    ࣦ
    ͳ
    Θ
    Ε
    Δ
    ؀ڥͷ࠶ݱੑ
    • खॻ͖ฤूͰෆ౷Ұͳهड़
    • ҙਤෆ໌ͳΰϛϦιʔεͷ஝ੵ
    • ૟আ͞ΕͣʹංେԽ ೉ಡԽ
    
    ੜ੒ͷ࠶ݱੑ
    $'O͋Δ͋Δ
    

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33. Operation Lab
    ӡ༻ઃܭϥϘ
    $MPVE'PSNBUJPOςϯϓϨʔτͷΞϯνύλʔϯ
    33
    αʔϏε࢓༷
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOςϯϓϨʔτͷ࡞Γํ
    ςϯϓϨʔτ
    ੜ੒
    ໨త
    खஈ
    • खॻ͖ฤू
    • ςϯϓϨʔτΛϚελʔͱͯ͠؅ཧ
    ؀ڥͷ࠶ݱੑ
    Ξϯνύλʔϯ
    ςϯϓϨʔτ͕ൿ఻ͷλϨԽ
    ࣦ
    ͳ
    Θ
    Ε
    Δ
    ੜ੒ͷ࠶ݱੑ
    

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34. Operation Lab
    ӡ༻ઃܭϥϘ
    $MPVE'PSNBUJPOςϯϓϨʔτ࡞੒Ͱେࣄͳࣄ
    34
    αʔϏε࢓༷
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOςϯϓϨʔτͷ࡞Γํ
    ςϯϓϨʔτ
    ੜ੒
    ໨త
    खஈ
    େ
    ࣄ
    ͳ
    ͷ
    ͸
    ͜
    ͜
    • ςϯϓϨʔτ͸࢖͍ࣺͯ
    • ςϯϓϨʔτͰڽͬͨ͜ͱΛ͠ͳ͍
    ؀ڥͷ࠶ݱੑ
    ੜ੒ͷ࠶ݱੑ
    ςϯϓϨʔτͷൿ఻ͷλϨԽΛ๷͙
    • :".-͸ࣗಈੜ੒͢Δ खॻ͖͠ͳ͍
    
    • ੜ੒աఔΛυΩϡϝϯτԽɺࣗಈԽ͢Δ
    • ճҎ্ ໨҆
    ࢖͍ճ͢ͱ͖͚ͩ$'OΛ࢖͏
    • ೥Ҏ্ ໨҆
    มԽ͠ͳ͍γεςϜ͚ͩʹ$'OΛ࢖͏
    ྫ೾ా໺ͷج४
    
    

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35. ೾ా໺ͷߟ͑Δʮ$'OࡾେΞϯνύλʔϯʯ
    ςϯϓϨʔτΛखॻ͖ ΤσΟλฤू
    ͢Δ
    ςϯϓϨʔτΛϚελʔͱͯ͠όʔδϣϯ؅ཧ͢Δ
    ύϥϝʔλΛར༻͢Δ ͭ·ͰͳΒ༰ೝ
    
    35
    Operation Lab
    ӡ༻ઃܭϥϘ
    ݸਓతͳ$'Oېଇࡾݪଇ ʙ
    
    ࡞੒ͷ࠶ݱੑ
    ͕ແ͘ͳΔ
    ංେԽͯ͠
    
    ઃܭͷҙਤ
    ͕ࣦΘΕΔ
    ࣮ߦͷ࠶ݱੑ
    ͕ແ͘ͳΔ
    ͋ͱɺݸਓతʹ͸ຊ൪؀ڥͰͷར༻΋͓͢͢Ί͠ͳ͍
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOςϯϓϨʔτͷ࡞Γํ
    

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36. ೾ా໺ͷߟ͑Δʮ$'OࡾେϕετϓϥΫςΟεʯ
    ςϯϓϨʔτ͸࢖͍ࣺͯ͢Δ
    ςϯϓϨʔτ͸ՄೳͳݶΓϋʔυίʔσΟϯά͢Δ
    Ϧιʔε͸ՄೳͳݶΓ෼ׂ͢Δ
    36
    Operation Lab
    ӡ༻ઃܭϥϘ
    ݸਓతͳ$'Oࡾݪଇ ʙ
    
    ྫྷ੩ʹߟ͑Δ$MPVE'PSNBUJPOςϯϓϨʔτͷ࡞Γํ
    ͳΔ΂͘άϧʔ ކ
    ϦιʔεΛ࢖͏
    ৄࡉ͸ɺ$'OϥϯνϋϯζΦϯͰ࣮ྫͱͱ΋ʹղઆ͠·͢ɻ
    

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37. Operation Lab
    ӡ༻ઃܭϥϘ
    ·ͱΊ
    37
    

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38. Operation Lab
    ӡ༻ઃܭϥϘ
    ·ͱΊ$MPVE'PSNBUJPO $'O
    ͷཧ૝ͱݱ࣮
    38
    • $'Oʹ͸໌֬ͳσϝϦοτ͕͋Δ
    • ֶशίετ͕ߴ͍ɻ"84ͷશαʔϏεʹରԠ͍ͯ͠ΔΘ͚Ͱ͸ͳ͍ɻมԽʹऑ͍ɻ
    • $'Oͷಋೖɾ׆༻ʹ͸σϝϦοτΛ্ճΔ໌֬ͳϝϦοτ͕ඞཁ
    • ʮ֨޷ྑ͍ʯʮΈΜͳ΍͍ͬͯΔʯʮؾ࣋ͪྑ͍ʯ͸ཧ༝ʹͳΒͳ͍ɻ
    • Ҿ͖ܧ͕͗Ͱ͖ͳ͍ςϯϓϨʔτ΍ελοΫ͸ૉਓ࢓ࣄ
    • ࣮ࡍʹҾ͖ܧ͗ʹ੒ޭ͍ͯ͠Δ࿩ΛʮҾ͖ܧ͍ͩଆʯ͔Β͸ฉ͑ͯ͜͜ͳ͍ɻ
    ͥͻɺΈͳ͞Μͷʮ͏·͍͍ͬͯ͘Δ࿩ʯʮ͏·͍ͬͯ͘ͳ͍࿩ʯΛ͓ฉ͔͍ͤͩ͘͞ɻ
    

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39. Operation Lab
    ӡ༻ઃܭϥϘ
    39
    $MPVE'PSNBUJPO͸
    ϝϦοτͱσϝϦοτΛ໌֬ʹͯ͠
    దࡐదॴͰ׆༻͠·͠ΐ͏
    ເΛݟա͗ͳ͍͜ͱ͕େࣄ
    

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40. Operation Lab
    ӡ༻ઃܭϥϘ
    ࢀߟ-5͍͖ͯͨͩ͠·ͨ͠
    40
    IUUQTTQFBLFSEFDLDPNFNJLJDMPVEGPSNBUJPOEFHVBOMJTBSFUBTJTVUFNVGBMTFCJBOHFOHEFFSBMJBOGBTJUBIVB
    $MPVE'PSNBUJPOͰ؅ཧ͞ΕͨγεςϜͷมߋͰΤϥʔ࿈ൃͨ͠࿩
    

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41. Operation Lab
    ӡ༻ઃܭϥϘ
    ࢀߟաڈͷൃදࢿྉ
    41
    IUUQTXXXPQTMBCKQQVCMJTI
    աڈͷൃදࢿྉ͸
    0QT-BCKQͱ͍͏αΠτʹஔ͍ͯ͋Γ·͢ɻ
    

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42. Operation Lab
    ӡ༻ઃܭϥϘ
    42
    Operation
    ӡ༻ઃܭ
    IUUQXXXPQFSBUJPOMBCDPKQ
    Lab
    

    View Slide