監視とオブザーバビリティ 〜 悩む前に確認しておくべきこと / 20230926-ssmjp-monitoring-and-observability

Transcript

1. ӡ༻ઃܭϥϘ߹ಉձࣾ
   Operation Lab
   ӡ༻ઃܭϥϘ
   ؂ࢹͱΦϒβʔόϏϦςΟ
   1
   
   γχΞΞʔΩςΫτ೾ా໺༟Ұ
   TTNPOMJOF
   ʙ೰Ήલʹ֬ೝ͓ͯ͘͠΂͖͜ͱ
   

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2. Operation Lab
   ӡ༻ઃܭϥϘ
   ͋Μͨ୭
   2
   ը΅΁΅΁͞Μ IUUQTRJJUBDPNCPIFCPIFDIBOJUFNTFGDCDDD
   "84$PNNVOJUZ)FSP
   "844BNVSBJ ݸਓ
   
   "844BNVSBJ $-*ઐ໳ࢧ෦
   
   ೔ຊ.41ڠձಛผձһ
   

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3. Operation Lab
   ӡ༻ઃܭϥϘ
   ؂ࢹͱ͸
   3
   

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4. Operation Lab
   ӡ༻ઃܭϥϘ
   ʮ؂ࢹʯͷఆٛ
   4
   ෆ౎߹ͳࣄͷى͜Β͵Α͏ʹܯռͯ͠ਓͷಈ͖ͳͲΛݟுΔ͜ͱɻ
   ग़యεʔύʔେࣙྛ
   
   ؂ࢹऀ
   ؂ࢹର৅
   ෆ౎߹͕ى͖͍ͯͳ͍
   ෆ౎߹͕ى͖͍ͯΔ
   PS
   ؂ࢹ
   

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5. Operation Lab
   ӡ༻ઃܭϥϘ
   ࢀߟʮNPOJUPSʯͷఆٛ
   5
   UPDBSFGVMMZXBUDIBOEDIFDLBTJUVBUJPOJOPSEFSUP
   TFFIPXJUDIBOHFTPWFSBQFSJPEPGUJNF
   ग़యϩϯάϚϯݱ୅ӳӳࣙయ
   
   ؂ࢹऀ
   ؂ࢹର৅
   NPOJUPS
   ͋Δظؒͷܦաͱͱ΋ʹঢ়گ͕ͲͷΑ͏ʹมԽ͢Δ͔Λ஫ҙਂ͘؍࡯ͯ֬͠ೝ͢Δ͜ͱ
   XBUDI
   ى͍ͬͯ͜Δ͜ͱʹ஫ҙΛ෷͍ͳ͕Βɺ
   Ұఆظؒ୭͔·ͨ͸Կ͔ΛݟͭΊΔ͜ͱ
   ʮಈ͖ͷ͋Δ΋ͷΛ஫ҙͯ͠ݟΔʯͱ͍͏χϡΞϯε
   

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6. Operation Lab
   ӡ༻ઃܭϥϘ
   ʮ؂ࢹʯʹ͓͚Δͭͷঢ়ଶ
   6
   ؂ࢹऀ
   ؂ࢹର৅
   ෆ౎߹͕ى͖͍ͯͳ͍
   ෆ౎߹͕ى͖͍ͯΔ
   ૝ఆ֎
   
   ਖ਼ৗ
   ҟৗ
   ૝ఆ಺
   
   ෆ໌
   ঢ়گΛ೺ѲͰ͖͍ͯͳ͍
   ؂ࢹʹ͸ɺͭͷঢ়ଶ͕͋Γɺ
   ৗʹʮෆ౎߹͕ى͖͍ͯͳ͍ʯঢ়ଶʹ͢Δ͜ͱ
   ͕ٻΊΒΕΔ
   

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7. Operation Lab
   ӡ༻ઃܭϥϘ
   ʮ؂ࢹʯͱ͸
   7
   ؂ࢹऀ
   ؂ࢹର৅
   ਖ਼ৗ ҟৗ ෆ໌
   ސ٬ʹఏڙ͢ΔαʔϏε΍ͦͷߏ੒ཁૉ͕҆ఆతʹՔಈ͍ͯ͠Δ͜ͱΛ
   ܧଓతʹ֬ೝ͠ɺͦͷՔಈ͕ඇ҆ఆతͳঢ়ଶʹ͋Δ৔߹ʹ͸෮چʹඞཁ
   ͳ৘ใΛऩू͠ɺରԠ͢Δ͜ͱɻ
   ͱఆٛ͢Δɽ
   ؂ࢹͱ͸
   

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8. Operation Lab
   ӡ༻ઃܭϥϘ
   ʮ؂ࢹʯͱ͸
   8
   ؂ࢹऀ
   ؂ࢹର৅
   ҟৗ ෆ໌
   ސ٬ʹఏڙ͢ΔαʔϏε΍ͦͷߏ੒ཁૉ͕҆ఆతʹՔಈ͍ͯ͠Δ͜ͱΛ
   ܧଓతʹ֬ೝ͠ɺͦͷՔಈ͕ඇ҆ఆతͳঢ়ଶʹ͋Δ৔߹ʹ͸෮چʹඞཁ
   ͳ৘ใΛऩू͠ɺରԠ͢Δ͜ͱɻ
   ͱఆٛ͢Δɽ
   ؂ࢹͱ͸
   ܧଓతʹ֬ೝ
   ਖ਼ৗ
   

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9. Operation Lab
   ӡ༻ઃܭϥϘ
   ʮ؂ࢹʯͱ͸
   9
   ؂ࢹऀ
   ؂ࢹର৅
   ਖ਼ৗ ҟৗ ෆ໌
   ސ٬ʹఏڙ͢ΔαʔϏε΍ͦͷߏ੒ཁૉ͕҆ఆతʹՔಈ͍ͯ͠Δ͜ͱΛ
   ܧଓతʹ֬ೝ͠ɺͦͷՔಈ͕ඇ҆ఆతͳঢ়ଶʹ͋Δ৔߹ʹ͸෮چʹඞཁ
   ͳ৘ใΛऩू͠ɺରԠ͢Δ͜ͱɻ
   ͱఆٛ͢Δɽ
   ؂ࢹͱ͸
   ෮چʹඞཁͳ৘ใͷऩू
   ෮چʹඞཁͳରԠ
   

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10. Operation Lab
    ӡ༻ઃܭϥϘ
    ΦϒβʔόϏϦςΟͱ͸
    10
    

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11. Operation Lab
    ӡ༻ઃܭϥϘ
    ΦϒβʔόϏϦςΟ PZ
    
    11
    Մ؍ଌੑ
    43&ͷจ຺Ͱग़͖ͯͨɻ
    ಛʹΞϓϦέʔγϣϯͱؔ࿈ͯ͠ॏࢹ͞Ε͍ͯΔɻ
    *5ք۾Ͱͷॳग़͸೥ࠒ͕ͩɺ࿩୊ʹ্͕͖ͬͯͨͷ͸೥ࠒ͔Βɻ
    ΦϒβʔόϏϦςΟͭͷப
    • ϝτϦΫε λΠϜελϯϓଌఆ஋
    
    • ϩά λΠϜελϯϓϝοηʔδ
    
    • τϨʔε ҰͭͷϦΫΤετʹର͢ΔҰ࿈ͷڍಈ
    
    

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12. Operation Lab
    ӡ༻ઃܭϥϘ
    ػց੍ޚཧ࿦ͱΦϒβʔόϏϦςΟ
    12
    Մ੍ޚੑͱՄ؍ଌੑ
    ೥ࠒʹػց੍ޚཧ࿦ͷੈքͰొ৔
    Մ੍ޚੑ
    Մ؍ଌੑ
    γεςϜʹରͯ͋͠ΔೖྗΛߦ͏͜ͱͰɺ༗ݶ࣌ؒҎ಺ʹɺ೚ҙͷ࠷ऴঢ়ଶʹ౸ୡ͢Δ͜ͱ͕Ͱ͖Δੑ࣭
    $POUSPMMBCMJUZ
    0CTFSWBCJMJUZ
    γεςϜ͔Βͷग़ྗʹΑΓɺγεςϜ಺෦ͷঢ়ଶΛਪଌ͢Δ͜ͱ͕Ͱ͖Δੑ࣭
    ΠϯϓοτͰ੍ޚ
    Ξ΢τϓοτͰਪଌ
    ࢀߟΦϒβʔόϏϦςΟʢՄ؍ଌੑʣ͕ͳͥඞཁͩͱߟ͑Δͷ͔:"."(6$)*XFCMPH
    IUUQTZNPUPOHQPPIBUFOBCMPHDPNFOUSZ
    

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13. Operation Lab
    ӡ༻ઃܭϥϘ
    ػց੍ޚཧ࿦ͱ݈߁ҡ࣋
    13
    Մ੍ޚੑ
    Մ؍ଌੑ
    γεςϜʹରͯ͋͠ΔೖྗΛߦ͏͜ͱͰɺ༗ݶ࣌ؒҎ಺ʹɺ೚ҙͷ࠷ऴঢ়ଶʹ౸ୡ͢Δ͜ͱ͕Ͱ͖Δੑ࣭
    $POUSPMMBCMJUZ
    0CTFSWBCJMJUZ
    γεςϜ͔Βͷग़ྗʹΑΓɺγεςϜ಺෦ͷঢ়ଶΛਪଌ͢Δ͜ͱ͕Ͱ͖Δੑ࣭
    ΠϯϓοτͰ੍ޚ
    Ξ΢τϓοτͰਪଌ
    ৯ࣄͰ݈߁Λ੍ޚ͢Δ
    ݕ೘ɾݕศɾ݂ӷݕࠪͳͲͰ݈߁Λਪଌ͢Δ
    ର৅
    ର৅
    $POUSPMMBCMJUZ
    0CTFSWBCJMJUZ
    ؍ଌऀ
    • ϝτϦΫε
    • ϩά
    • τϨʔε
    ΞΫςΟϒͳ݈߁؅ཧ
    ύογϒͳ݈߁؅ཧ
    

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14. Operation Lab
    ӡ༻ઃܭϥϘ
    ࢀߟʮPCTFSWFʯͷఆٛ
    14
    UPTFFBOEOPUJDFTPNFUIJOH
    ग़యϩϯάϚϯݱ୅ӳӳࣙయ
    
    ର৅
    PCTFSWF
    Կ͔Λݟͯؾͮ͘͜ͱ
    TFF
    ໨Λ࢖ͬͯ୭͔΍Կ͔ʹ
    ؾ͍ͮͨΓௐ΂ͨΓ͢Δ͜ͱ
    ʮࣗવʹ໨ʹೖΔʯͱ͍͏χϡΞϯε
    

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15. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹͱΦϒβʔόϏϦςΟ
    15
    

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16. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹͱΦϒβʔόϏϦςΟ
    16
    ؂ࢹऀ
    ؂ࢹର৅
    ܧଓతʹ֬ೝ
    ਖ਼ৗ
    ҟৗ
    ෮چʹඞཁͳ৘ใͷऩू
    ෮چʹඞཁͳରԠ
    ग़ྗʹΑΓ಺෦ঢ়ଶΛਪଌ͢Δ
    ର৅
    ؂ࢹ
    ΦϒβʔόϏϦςΟ
    ؍ଌऀ
    • ϝτϦΫε
    • ϩά
    • τϨʔε
    

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17. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹͱΦϒβʔόϏϦςΟͷҧ͍ ೳಈੑ
    
    17
    ؂ࢹऀ
    ؂ࢹର৅
    ΞΫςΟϒ
    ύογϒ
    ର৅
    ؂ࢹ
    ΦϒβʔόϏϦςΟ
    ೳಈత XBUDI
    
    डಈత TFF
    
    ಛఆͷ৘ใΛऔΓʹߦ͘
    Ξ΢τϓοτ͕ग़ΔͷΛ଴ͭ
    ਖ਼ৗ
    ҟৗ
    ؍ଌऀ
    • ϝτϦΫε
    • ϩά
    • τϨʔε
    

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18. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹͱΦϒβʔόϏϦςΟͷҧ͍ ର৅
    
    18
    ؂ࢹऀ
    ؂ࢹର৅
    ର৅
    ؂ࢹ
    ΦϒβʔόϏϦςΟ
    ద੾ͳߜΓࠐΈ͕ॏཁ
    ؍ଌσʔλͷ֦ॆ͕ॏཁ
    ա৒ͳσʔλ΍Ξϥʔτ͕ϊΠζͱͳΓ
    ѱӨڹΛٴ΅͢৔߹͕͋Δ
    σʔλ͕ଟ͍͜ͱʹΑͬͯ
    ѱӨڹΛٴ΅͢͜ͱ͸΄ͱΜͲແ͍
    ਖ਼ৗ
    ҟৗ
    ؍ଌऀ
    • ϝτϦΫε
    • ϩά
    • τϨʔε
    

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19. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹͱΦϒβʔόϏϦςΟͷҧ͍ ΞΫηε
    
    19
    ؂ࢹऀ
    ؂ࢹର৅
    ର৅
    ؂ࢹ
    ΦϒβʔόϏϦςΟ
    Ұൠతʹ
    ؂ࢹର৅ͷ֎෦͔Β؂ࢹ
    Ұൠతʹ
    ؍ଌର৅ͷ಺෦͔Βऔಘ
    αʔόͷ֎෦͔Β؂ࢹ
    ϓϩηεͷ֎෦͔Β؂ࢹ
    Ϧιʔεঢ়ଶ
    ϩάͷऔಘ
    ਖ਼ৗ
    ҟৗ
    ؂ࢹͰ͸ʮ֎෦Өڹʯͷ༗ແ͕ॏཁ
    ؍ଌऀ
    • ϝτϦΫε
    • ϩά
    • τϨʔε
    

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20. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹͱΦϒβʔόϏϦςΟͷҧ͍ ಈ࡞ͷपظ
    
    20
    ؂ࢹऀ
    ؂ࢹର৅
    ର৅
    ؂ࢹ
    ΦϒβʔόϏϦςΟ
    ಈ࡞͸पظత
    ಈ࡞͸ਵ࣌త
    ௨ৗɺ෼पظ΍෼पظ
    λΠϜελϯϓͱͱ΋ʹਵ࣌ग़ྗ͞ΕΔ
    ਖ਼ৗ
    ҟৗ
    ؍ଌऀ
    • ϝτϦΫε
    • ϩά
    • τϨʔε
    

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21. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹͱΦϒβʔόϏϦςΟͷҧ͍ ϑΥʔΧε͢Δ࣌ظ
    
    21
    ؂ࢹऀ
    ؂ࢹର৅
    ର৅
    ؂ࢹ
    ΦϒβʔόϏϦςΟ
    ؂ࢹ͸ɺաڈʙࠓΛݟ͍ͯΔ
    ؍ଌ͸ɺաڈʙকདྷΛݟ͍ͯΔ
    ະདྷ༧ଌ͸ɺର৅֎
    ະདྷ༧ଌ΋ର৅
    ਖ਼ৗ
    ҟৗ
    ؍ଌऀ
    • ϝτϦΫε
    • ϩά
    • τϨʔε
    

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22. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹͱΦϒβʔόϏϦςΟͷҧ͍ σʔλͷෳࡶ͞
    
    22
    ؂ࢹऀ
    ؂ࢹର৅
    ର৅
    ؂ࢹ
    ΦϒβʔόϏϦςΟ
    ͋Δఔ౓ϞσϧԽ͠΍͍͢
    ෳࡶ͔ͭมԽ͠΍͍͢
    ࣌ؒ Ұ࣍ରԠ
    ηϯλʔͰ
    σʔλͷཧղ͕Մೳ
    ઐ໳νʔϜ ೋ࣍ରԠҎ߱
    Ͱͳ͚Ε͹
    σʔλͷཧղ͸ࠔ೉
    ਖ਼ৗ
    ҟৗ
    ؍ଌऀ
    • ϝτϦΫε
    • ϩά
    • τϨʔε ຊདྷͷʮϩά؂ࢹʯ͸ͪ͜Β
    

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23. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹͱΦϒβʔόϏϦςΟͷҧ͍ ΍Γ͍ͨࣄ
    
    23
    ؂ࢹऀ
    ؂ࢹର৅
    ର৅
    ؂ࢹ
    ΦϒβʔόϏϦςΟ
    ো֐͔Βͷ෮چ
    αʔϏε΍ΞϓϦͷՄࢹԽ
    ڱٛͷʮࣄۀܧଓʯ
    ޿ٛͷʮࣄۀܧଓʯ
    ࠓى͖ͨো֐Λɺ͙͢ʹ෮چ͍ͤͨ͞
    ݱঢ়Λਪଌͨ͠ΓɺকདྷΛ༧ଌͨ͠Γ͢Δ
    ਖ਼ৗ
    ҟৗ
    ؍ଌऀ
    • ϝτϦΫε
    • ϩά
    • τϨʔε
    

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24. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹͱΦϒβʔόϏϦςΟͰʮ΍Γ͍ͨࣄʯ͸ҟͳΔ
    24
    ؂ࢹ ΦϒβʔόϏϦςΟ
    ೳಈੑ
    ର৅
    ΞΫηε
    ಈ࡞ͷपظ
    ϑΥʔΧε͢Δ࣌ظ
    σʔλͷෳࡶ͞
    ΍Γ͍ͨࣄ
    ΞΫςΟϒ ύογϒ
    ద੾ͳߜΓࠐΈ͕ॏཁ ؍ଌσʔλͷ֦ॆ͕ॏཁ
    ؂ࢹର৅ͷ֎෦͔Β؂ࢹ ؍ଌର৅ͷ಺෦͔Βऔಘ
    ؂ࢹಈ࡞͸पظత ؂ࢹಈ࡞͸ਵ࣌త
    ؂ࢹ͸ɺաڈʙࠓΛݟ͍ͯΔ ؍ଌ͸ɺաڈʙকདྷΛݟ͍ͯΔ
    ͋Δఔ౓ϞσϧԽ͠΍͍͢ ෳࡶ͔ͭมԽ͠΍͍͢
    ো֐͔Βͷ෮چ αʔϏε΍ΞϓϦͷՄࢹԽ
    

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25. Operation Lab
    ӡ༻ઃܭϥϘ
    ·ͱΊ
    25
    

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26. Operation Lab
    ӡ༻ઃܭϥϘ
    ·ͱΊ؂ࢹͱΦϒβʔόϏϦςΟ͸ंͷ྆ྠ
    26
    ؂ࢹ
    ΦϒβʔόϏϦςΟ
    ো֐͔Βͷ෮چ
    αʔϏε΍ΞϓϦͷՄࢹԽ
    ڱٛͷʮࣄۀܧଓʯ
    ޿ٛͷʮࣄۀܧଓʯ
    ࠓى͖ͨো֐Λɺ͙͢ʹ෮چ͍ͤͨ͞
    ݱঢ়Λਪଌͨ͠ΓɺকདྷΛ༧ଌͨ͠Γ͢Δ
    ΞΫςΟϒ
    ద੾ͳߜΓࠐΈ͕ॏཁ
    ؂ࢹର৅ͷ֎෦͔Β؂ࢹ
    ؂ࢹಈ࡞͸पظత
    ؂ࢹ͸ɺաڈʙࠓΛݟ͍ͯΔ
    ͋Δఔ౓ϞσϧԽ͠΍͍͢
    ύογϒ
    ؍ଌσʔλͷ֦ॆ͕ॏཁ
    ؍ଌର৅ͷ಺෦͔Βऔಘ
    ؂ࢹಈ࡞͸ਵ࣌త
    ؍ଌ͸ɺաڈʙকདྷΛݟ͍ͯΔ
    ෳࡶ͔ͭมԽ͠΍͍͢
    

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27. Operation Lab
    ӡ༻ઃܭϥϘ
    ࠷ޙʹ ͓͜ͱΘΓ
    
    27
    ຊൃදͷ಺༰͸ɺൃදऀݸਓͷݟղͰ͋Γɺॴଐ૊৫ ӡ༻ઃܭϥϘ
    ͷ
    ҙݟΛ୅ද͢Δ΋ͷͰ΋͋Γ·͢ɻ
    

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28. Operation Lab
    ӡ༻ઃܭϥϘ
    ؂ࢹ΍ΦϒβʔόʔϏϦςΟͰ೰Ήલʹ
    28
    ࢹௌ஫ҙ
    

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29. Operation Lab
    ӡ༻ઃܭϥϘ
    ݴ͍͍ͨ͜ͱେࣄͳͷ͸πʔϧ͡Όͳ͍
    29
    ʮ؂ࢹʯ΍ʮΦϒβʔόϏϦςΟʯͷ࿩୊Ͱ͸ɺ
    Ͳ͏ͯ͠΋πʔϧͷ࿩ʹͳΓ͕ͪ
    ຊདྷ͸ɺӡ༻͕͋ͬͯɺͦͷͨΊʹπʔϧ͕͋Δɻ
    ࣮ࡍʹ͸ɺπʔϧΛલఏʹӡ༻͕Ώ͕ΊΒΕ͍ͯΔɻ
    େࣄͳͷ͸ɺࣗ෼ୡͷӡ༻Λઃܭ͠ɺඞཁͳπʔϧΛऔࣺબ୒͢Δྗɻ
    ӡ༻ͱπʔϧͷϛεϚον
    

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30. Operation Lab
    ӡ༻ઃܭϥϘ
    ݴ͍͍ͨ͜ͱπʔϧ౷߹ɾΦʔϧΠϯϫϯʹເΛݟΔͷ͸΍ΊΑ͏
    30
    ؂ࢹπʔϧ΍ࣗ࡞γεςϜ͕ཚཱͯ͠άνϟάνϟʹݟ͑Δ
    πʔϧͷ։ൃऀ͸ɺӡ༻ͷݱ৔Λ஌Βͣʹ։ൃ͍ͯ͠Δ
    ݁ہɺ଍Γͳ͍෦෼͸಺੡։ൃ͕ඞཁ
    πʔϧʹ͸ৗʹഇΓྲྀߦΓ͕͋Δ
    ࣗ෼ୡͷӡ༻ʹ߹ΘͤͯɺඞཁͳπʔϧΛ࠾༻͠ɺ଍Γͳ͍෦෼͸಺੡͢Δɻ
    େࣄͳͷ͸ɺԿ͕ඞཁͳͷ͔Λऔࣺબ୒͠ɺઃܭ͢Δྗɻ
    ٯʹɺπʔϧͷ఩ֶΛ஌Βͣʹɺར༻ऀ͸ར༻͍ͯ͠Δ
    ৗʹϛεϚον
    ৗʹϑϧϦϓϨʔεͷϦεΫ
    

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31. Operation Lab
    ӡ༻ઃܭϥϘ
    ݴ͍͍ͨ͜ͱπʔϧ͸୹໋ɺϞσϧ͸௕໋
    31
    πʔϧʹ͸ৗʹഇΓྲྀߦΓ͕͋Δ
    ࣗ෼ୡͷӡ༻ʹ߹ΘͤͯɺඞཁͳπʔϧΛ࠾༻͠ɺ଍Γͳ͍෦෼͸಺੡͢Δɻ
    େࣄͳͷ͸ɺԿ͕ඞཁͳͷ͔Λऔࣺબ୒͠ɺઃܭ͢Δྗɻ
    πʔϧΛ࠾༻͍ͯ͠Δۀ຿͕ద੾ʹϞσϧԽ͞Ε͍ͯΕ͹
    େ͖ͳӨڹ͕ͳ͘ɺπʔϧΛ੾Γସ͑Δ͜ͱ͸Մೳ
    

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32. Operation Lab
    ӡ༻ઃܭϥϘ
    32
    औࣺબ୒ઃܭ͢Δྗ
    େࣄͳͷ͸πʔϧ͡Όͳ͍
    

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33. Operation Lab
    ӡ༻ઃܭϥϘ
    πʔϧϕϯμʔ΁ͷر๬
    33
    VOJYతπʔϧతʹɺ࢖͍͍ͨػೳ͚ͩ
    ʮͭ·Έ৯͍ʯͷΑ͏ʹ࢖͑ΔΑ͏ʹઃܭɾఏڙͯ͠ཉ͍͠
    ۃΊͯ"84తൃ૝
    ಛʹɺӡ༻μογϡϘʔυɺ؂ࢹμογϡϘʔυ͸ࣗ༝ʹ಺੡͍ͨ͠
    

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34. Operation Lab
    ӡ༻ઃܭϥϘ
    ͍͍࣭ͨͩͨ໰
    34
    

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35. Operation Lab
    ӡ༻ઃܭϥϘ
    ͍͍࣭ͨͩͨ໰
    35
    ैདྷͷʮ؂ࢹʯͱҰͭͷݴ༿Ͱදݱ͞Ε͍ͯͨ΋ͷʹɺࠓͰݴ͏ʮ؂ࢹʯͱʮΦϒβʔόϏϦςΟʯ
    ͕ࠞ͡Γ͍͋ͬͯͨͷͩͱߟ͍͑ͯ·͢ɻ
    ྫ͑͹ʮϩά؂ࢹʯʮύϑΥʔϚϯε؂ࢹʯ͸؂ࢹηϯλʔͰे෼ʹཧղͰ͖ͳ͍ʹ΋ؔΘΒͣ௨஌
    ͞Ε͍ͯΔ͜ͱ΋গͳ͘͸͋Γ·ͤΜͰͨ͠ɻ ຊདྷͷʮ؂ࢹʯʹೖΕΔ΂͖Ͱ͸ͳ͍ɻ
    
    ͜ͷΑ͏ͳɺଈ࣌෮چʹ͸ߩݙ͠ͳ͍͚ΕͲ΋ɺத௕ظతʹ؂ࢹର৅ͷকདྷΛݟ௨ͨ͢Ίʹඞཁͳ৘
    ใΛಘΔ׆ಈ͕ɺۙ೥ʮΦϒβʔόϏϦςΟʯͱͯ͠੾Γग़͞Εͨͷͩͱཧղ͍ͯ͠·͢ɻ
    ैདྷͷʮ؂ࢹʯͰʮϩά؂ࢹʯ΍ʮύϑΥʔϚϯε؂ࢹʯΛ΍͍͚ͬͯͨͲɺ
    
    
    ͦΕͱΦϒβʔόϏϦςΟ͸Կ͕ҧ͏ͷ?
    ࣭໰
    ճ౴ ࢲݟ
    
    

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36. Operation Lab
    ӡ༻ઃܭϥϘ
    ࢀߟաڈͷൃදࢿྉ
    36
    IUUQTXXXPQTMBCKQQVCMJTI
    աڈͷൃදࢿྉ͸
    0QT-BCKQͱ͍͏αΠτʹஔ͍ͯ͋Γ·͢ɻ
    

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37. Operation Lab
    ӡ༻ઃܭϥϘ
    37
    Operation
    ӡ༻ઃܭ
    IUUQXXXPQFSBUJPOMBCDPKQ
    Lab
    

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