GCPの基本〜AWSとGCPのここが違う！〜

【GCP講座】GCPの基本＆Cloud Run/iret tech labo #6
https://irettechlabo.connpass.com/event/199927/

登壇資料

Transcript

1. 㻳㻯㻼䛾ᇶᮏࠥ㻭㼃㻿䛸㻳㻯㻼䛾䛣䛣䛜㐪䛖䟿ࠥ䈊
   㻳㻯㻼䛷ఱ䛜䛷䛝䜛䛾䠛
   㻭㼃㻿䛸ఱ䛜㐪䛖䛾䠛 䜽䝷䜴䝗䜲䞁䝔䜾䝺䞊䝅䝵䞁஦ᴗ㒊䈊
   ᒣ㷂㻌ៅኴ㑻䈊
   

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2. ᒣ㷂㻌ៅኴ㑻䈊
   㻿㼔㼕㼚㼠㼍㼞㼛㻌㼅㼍㼙㼍㼟㼍㼗㼕䈊
   䜰䜲䝺䝑䝖ᰴᘧ఍♫䈊
   䜽䝷䜴䝗䜲䞁䝔䜾䝺䞊䝅䝵䞁஦ᴗ㒊㻌㻹㻿㻼㛤Ⓨ䝉䜽䝅䝵䞁
   䈊
   䝃䞊䝞䞊䝃䜲䝗䜶䞁䝆䝙䜰䈊
   ኱㜰䜸䝣䜱䝇䈊
   䈊
   㻞㻜㻝㻤㻛㻜㻠㻌ධ♫䈊
   㻭㼃㻿䜢୰ᚰ䛸䛧䛯タィ䞉ᵓ⠏䜔䝞䝑䜽䜶䞁䝗㛤Ⓨ
   䈊
   ♫ෆ䛾┘どᴗົຠ⋡໬䞉⮬ື໬䛻ᚑ஦
   䈊
   䈊
   㻞㻜㻞㻜㻌㻭㼃㻿㻌㻭㻼㻺㻌㼀㼛㼜㻌㻱㼚㼓㼕㼚㼑㼑㼞㼟㻌䈊
   
   ⮬ᕫ⤂௓䈊
   

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3. 
   䜰䝆䜵䞁䝎㻌䈊
   Ɣ 㻳㻯㻼䛸䛿䈊
   Ɣ 䜘䛟䛒䜛㼃㼑㼎䜰䝥䝸ᵓᡂ䛷㻭㼃㻿䛸ẚ㍑䈊
   Ɣ 」ᩘ䜽䝷䜴䝗䛾ά⏝䈊
   Ɣ 䜎䛸䜑䈊
   

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4. 䝍䞊䝀䝑䝖䈊
   Ɣ 㻭㼃㻿䞉㻳㻯㻼➼䜢౑䛳䛯䛣䛸䛜䛒䜛᪉
   䈊
   Ɣ 䜽䝷䜴䝗ึᚰ⪅䛾᪉䈊
   䈊
   ὀព䈊
   Ɣ 㻞㻜㻞㻝㻛㻜㻝㻛㻞㻥㻌⌧ᅾ䛾᝟ሗ䜢ඖ䛻䛧䛯ෆᐜ䛷䛩䚹
   䈊
   Ɣ ⥙⨶ⓗ䛺䝃䞊䝡䝇ẚ㍑䛿䛧䜎䛫䜣
   䈊
   ż 㻵㼍㼍㻿ᐤ䜚䛾≉ᐃ䛾䝃䞊䝡䝇䛻⤠䛳䛯ෆᐜ䛻䛺䜚䜎䛩䚹
   䈊
   Ɣ ᩱ㔠䞉ᛶ⬟䛾ẚ㍑䛿䛧䜎䛫䜣䈊
   䛿䛨䜑䛻䈊
   
   㻳㻯㻼䛷ᵓ⠏䛩䜛㼃㼑㼎䜰䝥䝸䜿䞊䝅䝵䞁䛾䈊
   ᇶᮏⓗ䛺䜰䞊䜻䝔䜽䝏䝱䛻䛴䛔䛶⌮ゎ䛩䜛䚹䈊
   䝂䞊䝹䈊
   

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5. 㻳㻯㻼䛸䛿䈊
   
   

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6. 
   㻳㼛㼛㼓㼘㼑㻌㻯㼘㼛㼡㼐㻌㻼㼘㼍㼠㼒㼛㼞㼙䈊
   䙘 㻞㻜㻜㻤ᖺ㻌㻭㼜㼜㻱㼚㼓㼕㼚㼑ᥦ౪㛤ጞ䈊
   䙘 㻞㻜㻝㻜ᖺ㻌㻯㼘㼛㼡㼐㻌㻿㼠㼛㼞㼍㼓㼑㻘㻌㻞㻜㻝㻝ᖺ㻌㻯㼘㼛㼡㼐㻿㻽㻸㻘㻌㻮㼕㼓㻽㼡㼑㼞㼥㻘㻌㻞㻜㻝㻞ᖺ㻌㻯㼛㼙㼜㼡㼠㼑㻌
   㻱㼚㼓㼕㼚㼑䈊
   䙘 㻞㻜㻝㻟ᖺ㻌ྛ䜽䝷䜴䝗䝃䞊䝡䝇䛜⤫ྜ䛥䜜䚸㻳㼛㼛㼓㼘㼑㻌㻯㼘㼛㼡㼐㻌㻼㼘㼍㼠㼒㼛㼞㼙㻌䛸䛔䛖ྡ⛠
   䜈䈊
   䙘 㻳㼛㼛㼓㼘㼑䛾ྛ䝃䞊䝡䝇䛷౑䜟䜜䛶䜛ᢏ⾡䞉䜲䞁䝣䝷䜢฼⏝䛷䛝䜛䈊
   䙘 䜸䞊䝥䞁䝋䞊䝇䜢୰ᚰ䛸䛧䛶䜸䞊䝥䞁䜽䝷䜴䝗䛸䛔䛖⪃䛘᪉䈊
   

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7. 
   䜘䛟䛒䜛㼃㼑㼎䜰䝥䝸ᵓᡂ䛷㻭㼃㻿䛸ẚ㍑䈊
   

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8. 
   㻭㼙㼍㼦㼛㼚㻌㼃㼑㼎㻌㻿㼑㼞㼢㼕㼏㼑㼟䈊
   䙘 㻞㻜㻜㻢ᖺ㻌䝃䞊䝡䝇ᥦ౪㛤ጞ䈊
   䙘 ඖ䛿㻭㼙㼍㼦㼛㼚䛜ᣢ䛴䝡䝆䝛䝇ㄢ㢟䛾ゎỴ䛻⏕䜎䜜䛯䜒䛾䜢ㄡ䛷䜒฼⏝䛷
   䛝䜛䜘䛖䛻䈊
   䙘 ᭱ึ䛾䝃䞊䝡䝇䛿㻌㻿㻟㻘㻌㻱㻯㻞㻘㻌㻿㻽㻿䈊
   䙘 䝟䝤䝸䝑䜽䜽䝷䜴䝗䝅䜵䜰⋡䝖䝑䝥䈊
   䙘 ⌧ᅾ㻌㻝㻣㻡௨ୖ䛾䝃䞊䝡䝇䛜Ꮡᅾ䛩䜛䈊
   

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9. 䝻䞊䝗䝞䝷䞁䝃㻌䈊
   㛵ಀ䝕䞊䝍䝧䞊䝇㻌
   㻔䝉䜹䞁䝎䝸㻕䈊
   㛵ಀ䝕䞊䝍䝧䞊䝇㻌
   㻔䝥䝷䜲䝬䝸㻕䈊
   䝃䞊䝞䞊䈊
   ௬᝿䝬䝅䞁䈊
   䝃䞊䝞䞊䈊
   ௬᝿䝬䝅䞁䈊
   ෆ㒊䝛䝑䝖䝽䞊䜽䈊
   㻰㻹㼆䈊
   䜲䞁䝍䞊䝛䝑䝖䈊
   
   ᇶᮏⓗ䛺㼃㼑㼎䜰䝥䝸䜿䞊䝅䝵䞁ᵓᡂ䈊
   

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10. 
    $:6&ORXG
    5HJLRQ
    93&
    $YDLODELOLW\=RQH
    $YDLODELOLW\=RQH
    ඲యᵓᡂ䈊
    3ULYDWHVXEQHW
    3XEOLFVXEQHW
    3ULYDWHVXEQHW
    3XEOLFVXEQHW
    ,QWHUQHWJDWHZD\
    6IKMSR
    7YF2IX[SVO
    :MVXYEP4VMZEXI'PSYH
    $PD]RQ(&
    $PD]RQ(& $PD]RQ5'6
    䝥䝷䜲䝬䝸
    䝉䜹䞁䝎䝸
    7YF2IX[SVO
    >SRI
    >SRI
    'PSYH0SEH
    &EPERGMRK
    'SQTYXI
    )RKMRI
    'SQTYXI
    )RKMRI
    'PSYH
    750
    䝥䝷䜲䝬䝸
    䝉䜹䞁䝎䝸
    'PSYH
    750
    +SSKPI⟶⌮䛾:4'
    䈜㻌㻯㻵㻰㻾䛿୍౛ 䈊
    $PD]RQ5'6
    (ODVWLF/RDG%DODQFLQJ
    

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11. 䝸䞊䝆䝵䞁䛸䝌䞊䞁䈊
    Ɣ 㻞㻠㻌䝸䞊䝆䝵䞁䈊
    Ɣ 㻣㻟㻌䝌䞊䞁䈊
    㼔㼠㼠㼜㼟㻦㻛㻛㼏㼘㼛㼡㼐㻚㼓㼛㼛㼓㼘㼑㻚㼏㼛㼙㻛㼍㼎㼛㼡㼠㻛㼘㼛㼏㼍㼠㼕㼛㼚㼟㻛 㻌䈊
    Ɣ 㻞㻠㻌䝸䞊䝆䝵䞁䈊
    Ɣ 㻣㻣㻌䜰䝧䜲䝷䝡䝸䝔䜱䝌䞊䞁㻌㻔㻭㼆㻕䈊
    㼔㼠㼠㼜㼟㻦㻛㻛㼕㼚㼒㼞㼍㼟㼠㼞㼡㼏㼠㼡㼞㼑㻚㼍㼣㼟㻛 㻌䈊
    ୡ⏺୰䛻䝕䞊䝍䝉䞁䝍䞊䛜Ꮡᅾ䚹䛒䜛≀⌮ⓗ䛺䝺䝧䝹䛷ศ㞳䛥䜜䚸⊂❧䛧䛶䛔䜛䚹䈊
    䈊
    Ɣ ᆅ⌫඲య㻌㻦㻌䜾䝻䞊䝞䝹䈊
    Ɣ ᆅ⌮ⓗ䛻㞳䜜䛯㡿ᇦ㻌㻦㻌䝸䞊䝆䝵䞁㻌㻔ᮾி䝸䞊䝆䝵䞁䚸䜸䝺䝂䞁䝸䞊䝆䝵䞁䚸䝻䞁䝗䞁䝸䞊䝆䝵䞁➼㻕䈊
    Ɣ ྛ䝸䞊䝆䝵䞁ෆ䛾」ᩘ䛾ྍ⏝ᛶ㡿ᇦ㻌㻦㻌䜰䝧䜲䝷䝡䝸䝔䜱䝌䞊䞁㻛㻭㼆㻌㻔㻭㼃㻿㻕㻘㻌䝌䞊䞁㻌㻔㻳㻯㻼㻕䈊
    䈜㻌㻞㻜㻞㻜㻛㻝㻝㻛㻜㻠㻌⌧ᅾ
    䈊
    䜾䝻䞊䝞䝹 䝸䞊䝆䝵䞁
    䝸䞊䝆䝵䞁
    䝸䞊䝆䝵䞁
    䝌䞊䞁
    䝌䞊䞁
    䝌䞊䞁 䝌䞊䞁
    䝌䞊䞁
    䝌䞊䞁
    䝌䞊䞁
    
    

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12. 㼂㻼㻯㻌㻔㼂㼕㼞㼠㼡㼍㼘㻌㻼㼞㼕㼢㼍㼠㼑㻌㻯㼘㼛㼡㼐㻕䈊
    䝥䝷䜲䝧䞊䝖䛺௬᝿䝛䝑䝖䝽䞊䜽✵㛫䜢ᥦ౪䛩䜛䝃䞊䝡䝇䈊
    㼂㻼㻯ෆ䛻䛥䜙䛻䝃䝤䝛䝑䝖䛷」ᩘ䝛䝑䝖䝽䞊䜽✵㛫䜢సᡂ䈊
    Ɣ 㼂㻼㻯䛿䛂䝸䞊䝆䝵䞁䝸䝋䞊䝇䛃䈊
    Ɣ 䝃䝤䝛䝑䝖䛿䛂㻭㼆䝸䝋䞊䝇䛃䈊
    
    Ɣ 㼂㻼㻯䛿䛂䜾䝻䞊䝞䝹䝸䝋䞊䝇䛃䈊
    Ɣ 䝃䝤䝛䝑䝖䛿䛂䝸䞊䝆䝵䞁䝸䝋䞊䝇䛃䈊
    93&
    䝃䝤䝛䝑䝖
    䝃䝤䝛䝑䝖
    

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13. 㼂㻼㻯㻌㻔㼂㼕㼞㼠㼡㼍㼘㻌㻼㼞㼕㼢㼍㼠㼑㻌㻯㼘㼛㼡㼐㻕䈊
    $:6&ORXG
    5HJLRQ
    93&
    $YDLODELOLW\=RQH
    $YDLODELOLW\=RQH
    6XEQHW
    6XEQHW
    
    6IKMSR
    7YF2IX[SVO
    :MVXYEP4VMZEXI'PSYH
    >SRI
    
    
    
    
    䈜㻌㻯㻵㻰㻾䛿୍౛ 䈊
    >SRI
    

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14. 㼂㻼㻯㻌㻔㼂㼕㼞㼠㼡㼍㼘㻌㻼㼞㼕㼢㼍㼠㼑㻌㻯㼘㼛㼡㼐㻕䈊
    Ɣ 䝃䝤䝛䝑䝖䛿┠ⓗ䛤䛸䛻సᡂ䛩䜛㻌㻔㻭㼆༢఩㻕䈊
    ż 䜰䝥䝸䜿䞊䝅䝵䞁䛾✀㢮䞉≉ᛶ䈊
    ż 䝹䞊䝔䜱䞁䜾㻌㻔ᑐ㼂㻼㻯እ䛸䛾䜰䜽䝉䝇ไᚚ㻕䈊
    ż 䝛䝑䝖䝽䞊䜽䝉䜻䝳䝸䝔䜱ไᚚ㻌㻔㻭㻯㻸㻕䈊
    Ɣ 䜰䝗䝺䝇⠊ᅖ䛿䛺䜛䜉䛟኱䛝䛟ᣦᐃ䛩䜛䈊
    
    Ɣ 䝃䝤䝛䝑䝖䛿ᑡᩘ䛻䛩䜛䈊
    ż 䝛䝑䝖䝽䞊䜽䝍䜾䜔䝃䞊䝡䝇䜰䜹䜴䞁䝖䛷䝹䞊䝔䜱䞁䜾䜔䝉
    䜻䝳䝸䝔䜱ไᚚ䜢⾜䛖䚹䈊
    Ɣ 䜰䝗䝺䝇⠊ᅖ䛿䛺䜛䜉䛟኱䛝䛟ᣦᐃ䛩䜛䈊
    㼔㼠㼠㼜㼟㻦㻛㻛㼏㼘㼛㼡㼐㻚㼓㼛㼛㼓㼘㼑㻚㼏㼛㼙㻛㼟㼛㼘㼡㼠㼕㼛㼚㼟㻛㼎㼑㼟㼠㻙㼜㼞㼍㼏㼠㼕㼏㼑㼟㻙㼢㼜㼏㻙㼐㼑㼟㼕㼓㼚㻫㼔㼘㻩㼖㼍㻏㼒㼑㼣㼑㼞㻙㼟㼡㼎㼚㼑㼠㼟
    㻌䈊
    㼂㻼㻯タィ䛻䛴䛔䛶䈊
    

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15. 
    䝹䞊䝔䜱䞁䜾タᐃ䛻䛴䛔䛶䈊
    Ɣ 䝻䞊䜹䝹䝛䝑䝖䝽䞊䜽䛾䝹䞊䝖タᐃ䛿⮬ື⏕ᡂ䈊
    ż ู㏵ᡭືసᡂ㻌㻒㻌⦅㞟ྍ⬟䈊
    ż 䝃䝤䝛䝑䝖䛻⣣䛵䛟䈊
    Ɣ 䜲䞁䝍䞊䝛䝑䝖䜈䛾䝹䞊䝔䜱䞁䜾䛿ᡭືタᐃ䈊
    ż 㼂㻼㻯䛻䛂䜲䞁䝍䞊䝛䝑䝖䝀䞊䝖䜴䜵䜲䛃䜢䜰䝍䝑䝏䈊
    ż ᡭື䛷䝹䞊䝖䝔䞊䝤䝹䜢సᡂ䈊
    Ɣ 䝻䞊䜹䝹䝛䝑䝖䝽䞊䜽䛚䜘䜃䜲䞁䝍䞊䝛䝑䝖䜈䛾䝹䞊䝔䜱䞁䜾䛿䚸⮬ື
    ⏕ᡂ䛥䜜䜛䈊
    ż 㼂㻹䛻䝟䝤䝸䝑䜽㻵㻼䜰䝗䝺䝇䜢௜୚䛩䜛䛣䛸䛷䚸䜲䞁䝍䞊䝛䝑䝖䜈䛾
    䜰䜽䝉䝇䛜ྍ⬟䛻䛺䜛䈊
    ż 䝹䞊䝖タᐃ䛿㼂㻼㻯䛻⣣䛵䛟䚹䝛䝑䝖䝽䞊䜽䝍䜾䛷ไᚚ䈊
    㼂㻼㻯㻌㻔㼂㼕㼞㼠㼡㼍㼘㻌㻼㼞㼕㼢㼍㼠㼑㻌㻯㼘㼛㼡㼐㻕䈊
    

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16. ௬᝿䝬䝅䞁䈊
    
    ௬᝿䝬䝅䞁㻌㻔௬᝿䝃䞊䝞䞊㻕㻌䜢ᥦ౪䛩䜛䝁䞁䝢䝳䞊䝔䜱䞁䜾䝃䞊䝡䝇䈊
    㻭㼙㼍㼦㼛㼚㻌㻱㻯㻞䈊 㻯㼛㼙㼜㼡㼠㼑㻌㻱㼚㼓㼕㼚㼑䈊
    ୺䛺ᶵ⬟䈊
    Ɣ 䜸䞁䝕䝬䞁䝗䛷䜲䞁䝇䝍䞁䝇䜢㉳ື䛚䜘䜃⤊஢䈊
    Ɣ ಖᏑ䛥䜜䛯䝕䜱䝇䜽䜲䝯䞊䝆䛛䜙䜲䞁䝇䝍䞁䝇䜢సᡂ䈊
    Ɣ 䜲䞁䝇䝍䞁䝇䛻䝍䜾௜䛡䈊
    Ɣ 䜲䞁䝇䝍䞁䝇䛷฼⏝ྍ⬟䛺ྛ✀䜸䝨䝺䞊䝔䜱䞁䜾㻌䝅䝇䝔䝮䜢䜲䞁䝇䝖䞊䝹䈊
    

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17. ௬᝿䝬䝅䞁䈊
    
    㻭㼙㼍㼦㼛㼚㻌㻱㻯㻞䈊 㻯㼛㼙㼜㼡㼠㼑㻌㻱㼚㼓㼕㼚㼑䈊
    䝕䝥䝻䜲䝺䝧䝹䈊
    㻻㻿䈊
    䝬䝅䞁䜲䝯䞊䝆䛸䝇
    䝘䝑䝥䝅䝵䝑䝖䈊
    䜰䝧䜲䝷䝡䝸䝔䜱䝌䞊䞁䈊 䝌䞊䞁䈊
    ୺せ䛺㻌㻸㼕㼚㼡㼤䞉㼃㼕㼚㼐㼛㼣㼟㻌⣔㻌㻻㻿㻌䜢㑅ᢥ
    ྍ⬟䈊
    ຍ䛘䛶䚸㻭㼙㼍㼦㼛㼚㻌㻸㼕㼚㼡㼤㻘㻌㼃㼕㼚㼐㼛㼣㼟㻌
    㻿㼑㼞㼢㼑㼞㻌㻞㻜㻜㻟➼䛜౑䛘䜛䈊
    ୺せ䛺㻌㻸㼕㼚㼡㼤䞉㼃㼕㼚㼐㼛㼣㼟㻌⣔㻌㻻㻿㻌䜢㑅
    ᢥྍ⬟䈊
    㻭㼙㼍㼦㼛㼚㻌䝬䝅䞁䜲䝯䞊䝆䠄㻭㻹㻵䠅䈊
    㻿㻟䛻ಖᏑ䈊
    䜲䝯䞊䝆䜢බ㛤ྍ⬟䈊
    ≉ᐃ䛾䝸䞊䝆䝵䞁ෆ䛾䜏䛻ඹ᭷䈊
    䜲䝯䞊䝆䈊
    㻯㼛㼙㼜㼡㼠㼑㻌㻱㼚㼓㼕㼚㼑䛻ಖᏑ䈊
    㻯㼘㼛㼡㼐㻌㻿㼠㼛㼞㼍㼓㼑䛻䜶䜽䝇䝫䞊䝖ྍ⬟䈊
    䜾䝻䞊䝞䝹䛻ඹ᭷䈊
    

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18. ௬᝿䝬䝅䞁䈊
    䝷䜲䝤䝬䜲䜾䝺䞊䝅䝵䞁䈊
    ௬᝿䝬䝅䞁䜢෌㉳ື䛩䜛䛣䛸䛺䛟㻌㻔ືస䛥
    䛫䛯䜎䜎㻕䚸⌧ᅾ䛾䝩䝇䝖䛛䜙᪂䛧䛔䝩䝇
    䝖䛻㏱㐣ⓗ䛻⛣⾜䛩䜛ᶵ⬟䈊
    䈊
    䝩䝇䝖ᨾ㞀䜔䝯䞁䝔䝘䞁䝇᫬➼䛷㻳㼛㼛㼓㼘㼑
    ഃ䛷ᐇ⾜䛥䜜䜛䚹䈊
    
    䝯䞁䝔䝘䞁䝇䈊
    ᩱ㔠య⣔䈊
    䜸䞁䝕䝬䞁䝗ᩱ㔠㻌㻔⛊༢఩䚹᭱ప㻝ศ㻕䈊
    䝸䝄䞊䝤䝗䜲䞁䝇䝍䞁䝇㻌㻔᭱኱㻌㻣㻞㻑๭ᘬ㻕㻌䈊
    䝇䝫䝑䝖䜲䞁䝇䝍䞁䝇㻌㻔୍᫬䜲䞁䝇䝍䞁䝇䚹ධ
    ᮐ౯᱁㻕䈊
    㻭㼙㼍㼦㼛㼚㻌㻱㻯㻞䈊 㻯㼛㼙㼜㼡㼠㼑㻌㻱㼚㼓㼕㼚㼑䈊
    䝯䞁䝔䝘䞁䝇㻌㻔䝸䝍䜲䜰䝯䞁䝖㻕㻌㏻▱䛜ᒆ䛝䚸
    䝴䞊䝄䞊ഃ䛷೵Ṇ㻛㛤ጞ䛾᧯స䛜せồ䛥䜜
    䜛䚹䈊
    ᮇ᪥䜎䛷䛻ᑐᛂ䛧䛺䛔ሙྜ䚸⮬ື೵Ṇ㻌㼛㼞㻌
    ๐㝖䛥䜜䜛䈊
    䜸䞁䝕䝬䞁䝗ᩱ㔠㻌㻔⛊༢఩䚹᭱ప㻝ศ㻕䈊
    ⥅⥆฼⏝๭ᘬ㻌㻔᭱኱㻟㻜㻑๭ᘬ㻕䈊
    䝥䝸䜶䞁䝥䝔䜱䝤䝹㻌㼂㻹㻌㻌㻔୍᫬䜲䞁䝇䝍䞁
    䝇䚹ᅛᐃ౯᱁䚹᭱኱㻤㻜㻑๭ᘬ㻕䈊
    

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19. 㛵ಀ䝕䞊䝍䝧䞊䝇䈊
    
    㛵ಀ䝕䞊䝍䝧䞊䝇䛾䝬䝛䞊䝆䝗ᆺ䝃䞊䝡䝇䈊
    㻭㼙㼍㼦㼛㼚㻌㻾㻰㻿䈊
    ୺䛺ᶵ⬟䈊
    Ɣ 㻻㻿䜔䝕䞊䝍䝧䞊䝇䛾䜲䞁䝇䝖䞊䝹୙せ䈊
    Ɣ ಖᏲ⟶⌮୙せ㻌㻔䝟䝑䝏㐺⏝䛺䛹䛜⮬ື㻕䈊
    Ɣ ᐜ᫆䛻䝇䜿䞊䝹䜰䝑䝥䞉䝇䜿䞊䝹䝎䜴䞁䜢⾜䛘䜛䈊
    Ɣ 䝞䝑䜽䜰䝑䝥䛾⮬ື໬䈊
    Ɣ ෕㛗ᵓᡂ䜢ᐜ᫆䛻⤌䜑䜛䈊
    Ɣ 䝷䜲䝉䞁䝇㉎ධ୙せ䈊
    㻯㼘㼛㼡㼐㻌㻿㻽㻸䈊
    

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20. 
    䝕䞊䝍䝧䞊䝇䜶䞁䝆䞁䈊
    㻭㼙㼍㼦㼛㼚㻌㻾㻰㻿䈊 㻯㼘㼛㼡㼐㻌㻿㻽㻸䈊
    Ɣ 㻭㼡㼞㼛㼞㼍䈊
    Ɣ 㻹㼥㻿㻽㻸䈊
    Ɣ 㻹㼍㼞㼕㼍㻰㻮䈊
    Ɣ 㻼㼛㼟㼠㼓㼞㼑㻿㻽㻸䈊
    Ɣ 㻿㻽㻸㻌㻿㼑㼞㼢㼑㼞䈊
    Ɣ 㻻㼞㼍㼏㼘㼑䈊
    㛵ಀ䝕䞊䝍䝧䞊䝇䈊
    Ɣ 㻹㼥㻿㻽㻸䈊
    Ɣ 㻼㼛㼟㼠㼓㼞㼑㻿㻽㻸䈊
    Ɣ 㻿㻽㻸㻌㻿㼑㼞㼢㼑㼞䈊
    䝺䝥䝸䜿䞊䝅䝵䞁䈊
    䝞䝑䜽䜰䝑䝥㻛䝸䝇䝖䜰䈊 Ɣ ᪥ḟ䛾⮬ື䝞䝑䜽䜰䝑䝥䈊
    Ɣ 䝫䜲䞁䝖䜲䞁䝍䜲䝮䝸䜹䝞䝸䈊
    Ɣ ᪥ḟ䛾⮬ື䝞䝑䜽䜰䝑䝥䈊
    Ɣ 䝫䜲䞁䝖䜲䞁䝍䜲䝮䝸䜹䝞䝸䈊
    Ɣ 䝬䝹䝏䝌䞊䞁ᵓᡂ䈊
    Ɣ 䝸䞊䝗䝺䝥䝸䜹䛾సᡂ䈊
    Ɣ 䝬䝹䝏䝌䞊䞁ᵓᡂ䈊
    Ɣ 䝸䞊䝗䝺䝥䝸䜹䛾సᡂ䈊
    

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21. 
    㻭㼙㼍㼦㼛㼚㻌㻾㻰㻿䈊 㻯㼘㼛㼡㼐㻌㻿㻽㻸䈊
    㛵ಀ䝕䞊䝍䝧䞊䝇䈊
    䝛䝑䝖䝽䞊䜽䈊
    7YF2IX[SVO
    䝴䞊䝄䞊⟶⌮䛾
    :4'
    +SSKPI⟶⌮䝃䞊䝡䝇䝥䝻
    䝕䝳䞊䝃䞊 䛾:4'
    7YF2IX[SVO
    'PSYH
    750
    'SQTYXI
    )RKMRI
    93&
    6XEQHW
    $PD]RQ(&
    93&3HHULQJ
    6XEQHW
    $PD]RQ5'6
    ᇶᮏⓗ䛻䛿సᡂ䛧䛯㼂㻼㻯ෆ䛻ᵓ⠏䛩䜛䚹
    䈊
    ௚䛾䜸䝤䝆䜵䜽䝖䛸ྠ୍䝃䝤䝛䝑䝖䛷䜒Ⰻ䛔䛧䚸
    ௚䛾䝃䝤䝛䝑䝖䛷䜒Ⰻ䛔䚹䈊
    㻔㻭㼃㻿䜒㼂㻼㻯㻌㻼㼑㼑㼞㼕㼚㼓䛜䛒䜛䛯䜑䚸㻳㻯㻼䛾䜘䛖䛻
    ู㼂㻼㻯䛻ᵓ⠏䛩䜛䛣䛸䛿䛷䛝䜛㻕
    䈊
    㻳㼛㼛㼓㼘㼑⟶⌮䛻ᑓ⏝䛾㼂㻼㻯䛜ู䛷సᡂ䛥䜜䚸䛭䛣
    䛻ᵓ⠏䛥䜜䜛䚹䈊
    㼂㻼㻯㻌㻼㼑㼑㼞㼕㼚㼓㻌䛷᥋⥆䚹䈊
    䝟䝤䝸䝑䜽㻵㻼䜢௜୚䛧䚸䜲䞁䝍䞊䝛䝑䝖⤒⏤䛻᥋⥆
    䛩䜛䛣䛸䜒ྍ⬟䈊
    

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22. 䝻䞊䝗䝞䝷䞁䝃㻌䈊
    䝥䝻䝖䝁䝹㻌㻦㻌㻴㼀㼀㻼㻛㻴㼀㼀㻼㻿䈊
    䝸䞊䝆䝵䞁䝸䝋䞊䝇䈊
    䈊
    㻯㻺㻭㻹㻱㻌䛜ᥦ౪䛥䜜䜛䈊
    䜸䞁䝥䝺䜒ྵ䜑䛯㈇Ⲵศᩓ䜒ྍ⬟䈊
    䈊
    䝻䞊䝗䝞䝷䞁䝃㻌㻌㻔㈇Ⲵศᩓ㻕㻌䜢ᥦ౪䛩䜛䝬䝛䞊䝆䝗ᆺ䝃䞊䝡䝇䈊
    ኱䛝䛟ศ䛡䛶䝺䜲䝲㻠䚸䝺䜲䝲㻣䛜䛒䜛䛜䚸௒ᅇ䛿䝺䜲䝲㻣㈇Ⲵศᩓ䛾䜏ゎㄝ䈊
    㻱㼘㼍㼟㼠㼕㼏㻌㻸㼛㼍㼐㻌㻮㼍㼘㼍㼚㼏㼕㼚㼓䈊
    㻔㻭㼜㼜㼘㼕㼏㼍㼠㼕㼛㼚㻌㻸㼛㼍㼐㻌㻮㼍㼘㼍㼚㼏㼑㼞㻕䈊 㻯㼘㼛㼡㼐㻌㻸㼛㼍㼐㻌㻮㼍㼘㼍㼚㼏㼕㼚㼓䈊
    䝥䝻䝖䝁䝹㻌㻦㻌㻴㼀㼀㻼㻛㻴㼀㼀㻼㻿䈊
    䜾䝻䞊䝞䝹䝸䝋䞊䝇䈊
    㻔ෆ㒊㻸㻮䛾ሙྜ䛿䝸䞊䝆䝵䞁䝸䝋䞊䝇㻕䈊
    䈊
    䜾䝻䞊䝞䝹㻌㻵㻼㻌䜰䝗䝺䝇䛜ᥦ౪䛥䜜䜛䈊
    䝇䝟䜲䜽䛻䜘䜛䝪䝖䝹䝛䝑䜽䛜䛺䛔䈊
    

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23. 
    $:6&ORXG
    5HJLRQ
    93&
    $YDLODELOLW\=RQH
    $YDLODELOLW\=RQH
    
    ඲యᵓᡂ䈊
    3ULYDWHVXEQHW
    3XEOLFVXEQHW
    3ULYDWHVXEQHW
    3XEOLFVXEQHW
    
    
    ,QWHUQHWJDWHZD\
    6IKMSR
    7YF2IX[SVO
    :MVXYEP4VMZEXI'PSYH
    
    $PD]RQ(&
    $PD]RQ(& $PD]RQ5'6
    䝥䝷䜲䝬䝸
    䝉䜹䞁䝎䝸
    7YF2IX[SVO
    >SRI
    >SRI
    'PSYH0SEH
    &EPERGMRK
    'SQTYXI
    )RKMRI
    'SQTYXI
    )RKMRI
    'PSYH
    750
    䝥䝷䜲䝬䝸
    䝉䜹䞁䝎䝸
    'PSYH
    750
    +SSKPI⟶⌮䛾:4'
    
    䈜㻌㻯㻵㻰㻾䛿୍౛ 䈊
    
    $PD]RQ5'6
    (ODVWLF/RDG%DODQFLQJ
    

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24. 
    」ᩘ䜽䝷䜴䝗䛾ά⏝䈊
    

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25. Ɣ 䜽䝷䜴䝗䝁䞁䝢䝳䞊䝔䜱䞁䜾䜒䛔䜝䛔䜝䛸ᙧ䛜ኚ䜟䛳䛶䛝䛶䛔䜛䈊
    ż 䝃䞊䝞䞊䝺䝇㻘㻌䜽䝷䜴䝗䝛䜲䝔䜱䝤㻘㻌䝰䝎䝘䜲䝊䞊䝅䝵䞁㻘㻌㼑㼠㼏䈈
    䈊
    Ɣ ከ✀ከᵝ䛺䝃䞊䝡䝇䛜ྛ䜽䝷䜴䝗䝧䞁䝎䞊䛷Ⓩሙ䛧䛶䛔䜛䈊
    ż 㻭㼃㻿㻘㻌㻳㻯㻼㻘㻌㻭㼦㼡㼞㼑㻘㻌㻻㼞㼍㼏㼘㼑㻌㻯㼘㼛㼡㼐㻘㻌㻵㻮㻹㻌㻯㼘㼛㼡㼐㻘㻌㻭㼘㼕㼎㼍㼎㼍㻘㻌㼑㼠㼏㻚㻚㻚
    䈊
    
    䝬䝹䝏䜽䝷䜴䝗䈊
    」ᩘ䛾䜽䝷䜴䝗䜢ά⏝䛩䜛㻌㻩㻌䝬䝹䝏䜽䝷䜴䝗䛻䛩䜛䛣䛸䛷䚸䈊
    䚉 ෕㛗໬䜔䝸䝇䜽ศᩓ䈊
    䚉 䝧䞁䝎䞊䝻䝑䜽䜲䞁ᅇ㑊䈊
    䚉 䛭䜜䛮䜜䛾ᙉ䜏䜢ά䛛䛧䛶౯್䛾᭱኱໬䈊
    

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26. 
    Ɣ 㻳㻯㻼䛿㻳㼛㼛㼓㼘㼑䛾㼃㼑㼎䝃䞊䝡䝇䛷౑䜟䜜䛶䛔䜛ᢏ⾡䜢฼⏝䛷䛝䚸䜸䞊䝥䞁䜽䝷䜴䝗䛾⪃䛘᪉
    䛜୰ᚰ䚹䈊
    Ɣ 㼂㻼㻯䈊
    ż 㻭㼃㻿䛿䝸䞊䝆䝵䞁䝸䝋䞊䝇䚸㻳㻯㻼䛿䜾䝻䞊䝞䝹䝸䝋䞊䝇䈊
    Ɣ ௬᝿䝬䝅䞁䈊
    ż 㻭㼃㻿㻌㻦㻌㻱㻯㻞䚸㻳㻯㻼㻌㻦㻌㻯㼛㼙㼜㼡㼠㼑㻌㻱㼚㼓㼕㼚㼑㻌㻔㻳㻯㻱㻕䈊
    Ɣ 㛵ಀ䝕䞊䝍䝧䞊䝇䈊
    ż 㻭㼃㻿㻦㻌㻾㻰㻿䚸㻳㻯㻼㻌㻦㻌㻯㼘㼛㼡㼐㻌㻿㻽㻸䈊
    Ɣ 䝻䞊䝗䝞䝷䞁䝃㻌䈊
    ż 㻭㼃㻿㻌㻦㻌㻱㻸㻮䚸㻳㻯㻼㻌㻦㻌㻯㼘㼛㼡㼐㻌㻸㼛㼍㼐㻌㻮㼍㼘㼍㼚㼏㼕㼚㼓㻌㻔㻯㻸㻮㻕䈊
    Ɣ 䛔䛔䛸䛣ྲྀ䜚䜢䛧䛶䝬䝹䝏䜽䝷䜴䝗䛻⪃䛘䜛䛣䛸䜒㔜せ䚹䈊
    䈊
    䜎䛸䜑䈊
    

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