Mackerel × Twilio Hands-On Seminar

Mackerel × Twilio Hands-On Seminar #2の登壇資料です

https://mackerelio.connpass.com/event/72781

1. 1 / 61 .BDLFSFM
   Y
   5XJMJP )BOET0O
   4FNJOBS 
   !
   גࣜձࣾ͸ͯͳ
2. 2 / 61 ͝ѫࡰɾߨࢣࣗݾ঺հ n ϋϯζΦϯηϛφʔ .BDLFSFM
   ฤɾߨࢣ l גࣜձࣾ͸ͯͳ .BDLFSFM
   $3& ીࠜ ૖େʢJE4PVEBJʣ n ςΟʔνϯάΞγελϯτ l גࣜձࣾ͸ͯͳ .BDLFSFM
   $3& Ҫ্ େีʢJEBLOPXʣ
3. 3 / 61 ͝Ҋ಺ n ࠓճͷϋϯζΦϯͰ࣮ߦ͢Δ֤छίϚϯυɺࢀর͢Δ 63-
   ͳͲΛ·ͱΊͨϖʔδΛ͝༻ҙ͍ͯ͠·͢ • IUUQTNBDLFSFMJPIBOETPOUXJMJP
4. 4 / 61 ΞδΣϯμʢ.BDLFSFM
   ฤʣ  ͸͡Ίʹ  ؂ࢹର৅αʔόʔͱ .BDLFSFM
   ͷ४උ  ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*
   ͷ֬ೝ  ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁
5. 5 / 61 ΞδΣϯμʢ.BDLFSFM
   ฤʣ  ͸͡Ίʹ  ؂ࢹର৅αʔόʔͱ .BDLFSFM
   ͷ४උ  ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*
   ͷ֬ೝ  ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁
6. 6 / 61 ʮαʔόʔ؂ࢹʯ͸ ͳͥඞཁͳͷͰ͠ΐ͏͔ʁ ˞؂ࢹɿαʔόʔͷঢ়ଶΛҰఆִؒͰ଺Γແ֬͘ೝɾه࿥͢Δ͜ͱ
7. 7 / 61 ͳͥαʔόʔ؂ࢹ͕ඞཁ͔ʁ l ͍ͪૣ͘ো֐ൃੜΛ֬ೝͰ͖ΔΑ͏ʹ͢ΔͨΊ l ෮چʹ͍ͪૣ͘औΓֻ͔ΕΔΑ͏ʹ͢ΔͨΊ l ঢ়گͷมԽΛ࣌ܥྻͰ؅ཧ͢Δ͜ͱͰɺΩϟύγςΟϓϥϯχϯά΍ ো֐ͷ༧ஹͷ೺Ѳʹ໾ཱͯΔͨΊ *5
   αʔϏε͕ద੾ʹఏڙ͞Ε͍ͯΔɾ͞Ε͍ͯ͘ ঢ়ଶΛ҆ఆతʹҡ࣋͢ΔͨΊʹ ඞཁෆՄܽͳ΋ͷʂ
8. 8 / 61 .BDLFSFM
   ͷ͝঺հ
9. 9 / 61 ಛ௕ᶃ 4BB4
   ܕͷαʔόʔ؂ࢹαʔϏε n 4PGUXBSF
   BT
   B
   4FSWJDF l Πϯλʔωοτܦ༝ͰඞཁͳػೳΛར༻Ͱ͖Δ࢓૊ΈͰͷ αʔϏεͷఏڙΛ͍ͯ͠Δ΋ͷ n ϝϦοτ l ϑϧϚωʔδυͷͨΊɺϝϯςφϯεෆཁ l ίΞࣄۀ΁ͷूதΛࢧԉʂ n σϝϦοτ l Πϯλʔωοτʹ઀ଓͰ͖ͳ͍ͱར༻Ͱ͖ͳ͍έʔε͕ଟ͍
10. 10 / 61 ಛ௕ᶄ QVTI
    ܕͷ؂ࢹ n ؂ࢹର৅ͷαʔό͕؂ࢹαʔϏεʹରͯ͠৘ใΛૹΔʢQVTIʣ l ιϑτ΢ΣΞͷΠϯετʔϧ͸ඞཁ͕ͩɺ֎෦ʹର͢ΔΠϯλʔ ωοτΞΫηε͑͞Ͱ͖Ε͹ 0, ؂ࢹର৅αʔόʔ QVTI
11. 11 / 61 ʮ.BDLFSFMʯΛߏ੒͢Δɺͭͷେ͖ͳཁૉ n .BDLFSFMʢ8FCʣͱɺNBDLFSFMBHFOU
12. 12 / 61 .BDLFSFMʢ8FCʣ
13. 13 / 61 NBDLFSFMBHFOU • ؂ࢹର৅αʔόͷ৘ใΛ .BDLFSFM
    αʔόʹૹΓଓ͚Διϑτ΢ΣΞ • αʔόʔ্ͰίϚϯυΛ਺ճ࣮ߦ͢Δ͚ͩͰΠϯετʔϧ׬ྃʂ • ΤʔδΣϯτىಈޙɺ͙͢ʹɾ؆୯ʹ؂ࢹΛ࢝ΊΔ͜ͱ͕Ͱ͖·͢ NBDLFSFMBHFOU
14. 14 / 61
15. 15 / 61 ΤϯδχΞͷlϫΫϫΫzΛՃ଎ɾࢧԉ • ͞·͟·ͳπʔϧͱͷ࿈ܞͷ͠΍͢͞ • ͦͷத֩ʹ .BDLFSFM
    Λʂ %FW 0QT
16. 16 / 61 ༷ʑͳศརͳػೳɾಛ௕ l "84
    ΠϯςάϨʔγϣϯ l 63-֎ܗ؂ࢹ l ϓϥάΠϯػߏʹΑΔ෯޿͍؂ࢹ߲໨΁ͷରԠ l ϗετʹඥ෇͔ͳ͍਺஋ͷՄࢹԽʢαʔϏεϝτϦοΫʣ l ΞϧΰϦζϜͷ׆༻ʹΑΔӡ༻ࢧԉ
17. 17 / 61 "84ΠϯςάϨʔγϣϯ ɾΤʔδΣϯτΠϯετʔϧ͕ෆՄೳͳϚωʔδυαʔϏε΋؂ࢹՄೳʹ ɾ&$ɺ&-#"-#ɺ3%4ɺ&MBTUJDBDIFͳͲ ॱ֦࣍େத "1* "NB[PO $MPVE8BUDI "NB[PO 3%4 "NB[PO &-#
18. 18 / 61 63-
    ֎ܗ؂ࢹ ᶃ֎ܗ؂ࢹઃఆʹैͬͯ 63-
    ʹΞΫηεʢIUUQ
    
    IUUQTʣ .BDLFSFMαʔόʔ ᶅઃఆ͞Εͨ؂ࢹϧʔϧͱ ϨεϙϯεΛ΋ͱʹ؂ࢹ IUUQXXXIBUFOBOFKQ ᶄϨεϙϯεΛऔಘ 
    0, 3FTQPOTF
    CPEZ ϨεϙϯελΠϜ 44- ূ໌ॻ ༗ޮظݶ
19. 19 / 61 ϓϥάΠϯػߏʹΑΔϝτϦοΫ߲໨ͷ֦ு ɾϓϥάΠϯػߏʹΑΓɺϝτϦοΫ߲໨ͷ֦ு͕Մೳ ɾ؂ࢹର৅ʹ߹ΘͤͯϓϥάΠϯΛબ୒ɺॊೈͳ؂ࢹΛ࣮ࢪ ɾνΣοΫϓϥάΠϯʹΑΓɺϓϩηε΍ϩάͷ؂ࢹ΋ QMVHJO औಘ ର৅ ᶄ֤छ஋ͷऔಘ ᶅ஋ΛΤʔδΣϯτʹग़ྗ ؂ࢹର৅αʔό ᶆσʔλͷ౤ߘ ᶃ࣮ߦ
20. 20 / 61 ಛఆͷϗετʹඥ෇͔ͳ͍਺஋ͷՄࢹԽ ɾ.BDLFSFM
    ͷʮαʔϏεϝτϦοΫʯ
21. 21 / 61 ΞϧΰϦζϜͷ׆༻ʹΑΔӡ༻ࢧԉ • աڈͷ܏޲Λ෼ੳ͠কདྷΛ༧ଌɺͦͷ༧ଌʹج͍ͮͯܯࠂ • ྫ͑͹ɺσΟεΫ͕ރׇ͢Δϱ݄લʹܯࠂɺͱ͍͏কདྷ༧ଌ΋Մೳ $SJUJDBM
    
     কདྷ 5SFOET ϱ݄લ ݱࡏ
22. 22 / 61 ͦͷଞͷಛ௕ l ෯޿͍͓٬༷ l ਐԽ͠ଓ͚ΔαʔϏε l ߴ͍ηΩϡϦςΟੑ l ޿͍؂ࢹର৅ϨΠϠʔ l 8JOEPXT
    ਖ਼ࣜαϙʔτ
23. 23 / 61 -FU`T
    TUBSU
    .BDLFSFM
     ͦΕͰ͸ͦΖͦΖɺ ʮ.BDLFSFM
    ͱ 5XJMJP Λ༻͍ͨαʔόʔϞχλϦϯάʯΛ ମݧ͍͖ͯ͠·͠ΐ͏ʂ
24. 24 / 61 ΞδΣϯμʢ.BDLFSFM
    ฤʣ  ͸͡Ίʹ  ؂ࢹର৅αʔόʔͱ .BDLFSFM
    ͷ४උ  ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*
    ͷ֬ೝ  ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁
25. 25 / 61 ϋϯζΦϯʹؔ͢Δ͓ئ͍ ʻ஫ҙࣄ߲΍͓ئ͍Ͱ͢ʼ  ίϚϯυྨ͸શͯ IUUQTNBDLFSFMJPIBOETPOUXJMJP ʹ ͝༻ҙ͍ͯ͠·͢ͷͰɺͥͻ͝ར༻Լ͍͞ɻ  ෼͔Βͳ͍఺͕͋ͬͨΒɺԕྀͳ࣭͘໰͍ͯͩ͘͠͞ɻ • ͓ۙ͘ͷߨࢣɾ5"ʹ͓੠ֻ͚௖͍ͯ΋ 0,
    Ͱ͢ʂ • ॱ൪ʹରԠ͍ͨ͠·͢
26. 26 / 61 ࠓճͷϋϯζΦϯͷશମ૾ ؂ࢹର৅αʔόʔ Πϯετʔϧ ΞΧ΢ϯτ࡞੒ ؂ࢹͷ࣮ࢪ ͋ͳͨ
27. 27 / 61 αʔόʔͷ֬ೝ n ࢀՃऀͷΈͳ͞Μ֤ਓʹͻͱͭͣͭɺαʔόʔΛ͝༻ҙ͍ͯ͠·͢ • Ϋϥ΢υαʔόʔʢ"84
    &$ʣΛ࢖͍·͢ n IUUQTCJUMZMPHJO@JOGP • ʲखॱ̍ʳϩάΠϯίϚϯυͷ֬ೝ n ϩάΠϯͰ͖ͨΒɺʮϗετ໊ͷมߋʯ΋ߦͬͯΈ·͠ΐ͏ • ʲखॱ̎ʳϗετ໊ʢαʔόʔ໊ʣͷมߋ • ʲ໊͓લʳIPTUʢྫɿ TPVEBJIPTUʣ • ʲखॱ̏ʳϗετ໊ʢαʔόʔ໊ʣͷมߋΛ֬ೝ
28. 28 / 61 ଓ͍ͯ .BDLFSFM
    ͷ४උͰ͢ n ͦΕͰ͸ૣ଎ΞΧ΢ϯτͷ࡞੒ʂʜͷલʹ n .BDLFSFM
    ʹ͓͚Δͭͷ֓೦ʹ͍ͭͯ • ΦʔΨχθʔγϣϯ • αʔϏε • ϩʔϧ n ͜ͷͭ͸Έͳ͞Μʹ΋࡞੒ͯ͠௖͘͜ͱʹͳΓ·͢
29. 29 / 61 ΦʔΨχθʔγϣϯ n ௚༁͢Δͱʮ૊৫ʯ n جຊతʹ͸ʮ૊৫ʯ୯ҐͰ࡞੒ͯ͠௖͍ͯ໰୊͋Γ·ͤΜ n ҎԼͷ༷ͳಛ௃Λ཈্͑ͨͰɺద੾ͳཻ౓Ͱ࡞੒͠·͠ΐ͏ • ಉҰΦʔΨχθʔγϣϯʹॴଐ͢Δϝϯόʔ͸ɺجຊతʹ͢΂ͯͷ ৘ใΛӾཡՄೳ • ʮϩʔϧʯʢͷͪ΄Ͳ͝঺հʣ୯ҐͰάϥϑΛ·ͱΊͯӾཡͰ͖Δ ͷ͸ಉҰΦʔΨχθʔγϣϯͷൣғ಺ͷΈ
30. 30 / 61 αʔϏε n จࣈ௨ΓɺʮαʔϏεʯ n ૊৫Ͱఏڙ͍ͯ͠ΔαʔϏε୯Ґʹ࡞੒͢Δ n ʮͦͷαʔϏεΛఏڙ͢ΔͨΊʹଘࡏ͍ͯ͠ΔαʔόʯΛ·ͱΊͯ ؅ཧ͢ΔͨΊͷ֓೦
31. 31 / 61 ϩʔϧ n Ұఆن໛Ҏ্ͷ *5
    αʔϏεͷఏڙʹ͸ɺෳ਺୆ͷαʔόʔ͕ෆՄܽ • શͯͷαʔόʔʹ͸ɺԿΒ͔ͷ໾ׂ͕༩͑ΒΕ͍ͯΔ͸ͣ • ಉ͡໾ׂΛ࣋ͬͨαʔόʔ΋ෳ਺ʹ σʔλϕʔε༻αʔό όονॲཧ༻αʔό 8FC
    αʔό
32. 32 / 61 ϩʔϧ n ໾ׂ୯ҐͰαʔόͷঢ়ଶΛ֬ೝͰ͖Δͷ͕ .BDLFSFM
    ͷಛ௕Ͱ͢
33. 33 / 61 ϩʔϧ n ໾ׂ୯ҐͰαʔόͷঢ়ଶΛ֬ೝͰ͖Δͷ͕ .BDLFSFM
    ͷಛ௕Ͱ͢ • ಈతͳαʔόʔͷ૿ݮʹ΋εϚʔτʹରԠ サーバーの増強 サーバーの縮退
34. 34 / 61 ϩʔϧάϥϑɾσϞ n ϋϯζΦϯηϛφʔݶఆͰɺʮ͸ͯͳϒοΫϚʔΫʯͷ ϩʔϧάϥϑΛ͓ݟͤ͠·͢ʂ n ࡱӨɾ4/4౳΁ͷ౤ߘ͸͝ԕྀ͍ͩ͘͞
35. 35 / 61 ͦΕͰ͸͋ΒͨΊͯɺ.BDLFSFM
    ͷ४උͰ͢ n IUUQTNBDLFSFMJPTJHOVQ ͔ΒΞΧ΢ϯτΛ࡞੒͠·͠ΐ͏ • ʲखॱ̐ʳ.BDLFSFM
    ͷΞΧ΢ϯτΛ࡞੒ʢαΠϯΞοϓʣ • ˞
    طʹΞΧ΢ϯτΛ͓࣋ͪͷํ͸͓஌Β͍ͤͩ͘͞ n ΦʔΨχθʔγϣϯ໊ΛܾΊ·͠ΐ͏ • ʲ໊͓લʳPSHʢྫɿJOPVFPSHʣ • ͜ͷΦʔΨχθʔγϣϯʹͱͬͯͷ࠷ॳͷϢʔβʔɿ͋ͳͨ • ؅ཧऀϢʔβʔɿ͋ͳͨ
36. 36 / 61 ΦʔΨχθʔγϣϯͷ࡞੒׬ྃ
37. 37 / 61 ݱ࣌఺Ͱͷঢ়ଶ ؂ࢹର৅αʔόʔ ʲJOPVFIPTUʳ ΦʔΨχθʔγϣϯ ʲJOPVFPSHʳ ͋ͳͨ
38. 38 / 61 ΞδΣϯμʢ.BDLFSFM
    ฤʣ  ͸͡Ίʹ  ؂ࢹର৅αʔόʔͱ .BDLFSFM
    ͷ४උ  ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*
    ͷ֬ೝ  ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁
39. 39 / 61 ΤʔδΣϯτʢNBDLFSFMBHFOUʣͷΠϯετʔϧͱىಈ n ΦʔΨχθʔγϣϯͷ࡞੒׬ྃޙʹදࣔ͞Ε͍ͯΔը໘ʹैͬͯɺ ࡞ۀΛਐΊͯΈ͍ͯͩ͘͞ • ΤʔδΣϯτʢNBDLFSFMBHFOUʣͷΠϯετʔϧ • ΤʔδΣϯτʢNBDLFSFMBHFOUʣͷઃఆ • ΤʔδΣϯτʢNBDLFSFMBHFOUʣͷىಈ n ͸΍͘Ͱ͖ͨํ͸ɺ͍Ζ͍Ζͳը໘΍άϥϑΛݟͯɾ৮ͬͯΈ͍ͯͩ͘͞ • ʲखॱ̑ʳάϥϑΛ֬ೝ͢Δ
40. 40 / 61 αʔϏεͱϩʔϧͷ࡞੒ n αʔϏεͱϩʔϧΛ࡞੒ͯ͠Έ·͠ΐ͏ • JOPVFTFSWJDF • JOPVFSPMF
41. 41 / 61 αʔϏεͱϩʔϧ΁ͷॴଐ n αʔόʔʢϗετʣΛαʔϏεɾϩʔϧʹॴଐͤͯ͞Έ·͠ΐ͏ l ϗετҰཡʢ)PTUTʣ͔Β • αʔϏε໊
    
    ϩʔϧ໊
    • ˞ࢀߟ˞
    αʔϏε໊ͱϩʔϧ໊ΛઃఆϑΝΠϧʹॻ͍͓ͯ͘ ͜ͱͰɺࣗಈతʹॴଐͤ͞Δ͜ͱ΋ՄೳͰ͢
42. 42 / 61 .BDLFSFM
    ͷը໘ΛோΊͯΈ·͠ΐ͏ n ؅ཧը໘ΛҰ௨Γݟ͍͖ͯ·͠ΐ͏ • ΦʔΨχθʔγϣϯτοϓϖʔδ • %BTICPBSET • 0WFSWJFX • )PTUT • γεςϜϝτϦοΫ • 4FSWJDFT • ϩʔϧάϥϑ • .POJUPST • "MFSUT
43. 43 / 61 現時点での状態 ؂ࢹର৅αʔόʔ ʲJOPVFIPTUʳ ʲJOPVFPSHʳ ͋ͳͨ ϝτϦοΫͷૹ৴ ʲJOPVFTFSWJDFʳ JOPVFSPMF ϗετ৘ใ γεςϜϝτϦοΫ
44. 44 / 61 ΞδΣϯμʢ.BDLFSFM
    ฤʣ  ͸͡Ίʹ  ؂ࢹର৅αʔόʔͱ .BDLFSFM
    ͷ४උ  ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*
    ͷ֬ೝ  ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁
45. 45 / 61 ؂ࢹϧʔϧͷ֬ೝ n .BDLFSFM
    ʹ͓͚ΔʮΞϥʔτΛൃੜͤ͞Δ΂͖͔Ͳ͏͔ʯͷ൑ఆ͸ɺ ͋Β͔͡ΊఆΊͨϧʔϧʹԊͬͯ൑அ͞ΕΔ n ࠓ͋Δ؂ࢹϧʔϧΛ֬ೝͯ͠Έ·͠ΐ͏
46. 46 / 61 DPOOFDUJWJUZ
    n ʮαʔόʔ͔ΒͷϝτϦοΫૹ৴͕Ұఆ࣌ؒҎ্ࢭ·͍ͬͯͳ͍͔ʯͱ ͍͏؂ࢹϧʔϧ • ͍ΘΏΔʮϗετࢮ׆؂ࢹʯ • ϧʔϧ໊ʮDPOOFDUJWJUZʯ͸มߋՄೳͰ͢
47. 47 / 61 ؂ࢹϧʔϧʹ఍৮͢ΔͱͲ͏ͳΔ͔ n ʮ؂ࢹϧʔϧʹ൓͢Δҟৗ͕؍ଌ͞Εͨʯͱ͍͏৘ใ͕ ʮىථʯ͞Ε·͢ n ͦΕ͕ʮΞϥʔτʯͰ͢ʂ
48. 48 / 61 ؂ࢹϧʔϧΛ࡞ͬͯΈ·͠ΐ͏
49. 49 / 61 ؂ࢹϧʔϧΛ࡞ͬͯΈ·͠ΐ͏ n ؂ࢹର৅ɿ$16
     n ؂ࢹର৅ͷߜΓࠐΈɿແ͠ n Ξϥʔτͷൃੜ৚݅ • 8BSOJOH
    
    
    $SJUJDBM
    
     • ৚݅ͷ࣋ଓ࣌ؒɿ෼ؒͷฏۉ஋
50. 50 / 61 ΞϥʔτΛൃੜͤͯ͞ΈΑ͏ n ίϚϯυΛ࣮ߦͯ͠ɺ$16
    ʹෛՙΛֻ͚ͯΈ·͠ΐ͏ l IUUQTNBDLFSFMJPIBOETPOUXJMJP • ʲखॱ̒ʳ$16
    ʹෛՙΛֻ͚ͯΈΔ n ࣮ߦͰ͖ͨΒɺ.BDLFSFM
    ͷϗετৄࡉΛ֬ೝ͠·͠ΐ͏
51. 51 / 61 ˞ิ଍˞ ϝτϦοΫʹ͍ͭͯ n γεςϜϝτϦοΫ l NBDLFSFMBHFOU
    ͕ඪ४Ͱૹ৴͢Δ΋ͷ • $16 • .FNPSZ • 'JMFTZTUFN • ʜ n ΧελϜϝτϦοΫ l ެࣜϓϥάΠϯͳͲͰΤʔδΣϯτͷػೳΛ֦ு͠ૹ৴͢Δ΋ͷ • .Z42-
    ʹؔ͢ΔϝτϦοΫ • "QBDIF
    ʹؔ͢ΔϝτϦοΫ • ʜ
52. 52 / 61 $16
    ෛՙঢ়گͷ֬ೝ n άϥϑͰݟΔ $16
    ࢖༻཰ͷਪҠ͸͍͔͕Ͱ͠ΐ͏͔ʁ l ͖͞΄Ͳ࡞੒ͨ͠؂ࢹϧʔϧͷᮢ஋͸ӽ͑ͨʁ n ଞͷมԽ͸Ͳ͏Ͱ͠ΐ͏͔ʁ l "MFSUT
    λϒͷ֬ೝ • ʲखॱ̓ʳΞϥʔτλϒΛ֬ೝͯ͠ΈΔ l ϝʔϧϘοΫεͷ֬ೝ
53. 53 / 61 "MFSUT
    ͷ֬ೝ
54. 54 / 61 "MFSUT
    ͷ֬ೝ
55. 55 / 61 Ξϥʔτϝʔϧͷ֬ೝ
56. 56 / 61 ਖ਼ৗͳঢ়ଶʹ෮ؼͤͯ͞Έ·͠ΐ͏ n Ξϥʔτ͕Φʔϓϯʢىථʣ͞Εɺ௨஌ͱͯ͠ϝʔϧ͕ૹ৴͞ΕΔ͜ͱ ΋֬ೝͰ͖·ͨ͠ n ݱࡏ΋·ͩΞϥʔτʢʹ؂ࢹϧʔϧʹ఍৮͍ͯ͠Δঢ়ଶʣ͕ܧଓதͰ͢ n Ͱ͸ɺਖ਼ৗͳঢ়ଶʹ໭͢ͱͲ͏ͳΔͰ͠ΐ͏͔ʜʁ l ʲखॱ̔ʳ$16ʹෛՙΛֻ͚ΔίϚϯυͷఀࢭ
57. 57 / 61 ※補足※ 通知先について
58. 58 / 61 ਖ਼ৗͳঢ়ଶʹ෮ؼ͢Δͱʁ n Φʔϓϯʢىථʣ͞ΕͨΞϥʔτ͕ࣗಈతʹΫϩʔζ͞Ε·͢ l ͜Ε΋ .BDLFSFM
    ͷػೳͰ͢ n ࠶ͼ௨஌ʢϝʔϧʣ΋ड৴͠·ͨ͠ l ᮢ஋ʹର͢Δঢ়ଶͷมԽͷλΠϛϯάͰ௨஌Λߦ͍·͢ • ʲ0,ʳˠʲ$SJUJDBMʳ ˠʲ0,ʳ • ʲ0,ʳˠʲ8BSOJOHʳ ˠʲ$SJUJDBMʳ ˠʲ0,ʳ
59. 59 / 61 ΞδΣϯμʢ.BDLFSFM
    ฤʣ  ͸͡Ίʹ  ؂ࢹର৅αʔόʔͱ .BDLFSFM
    ͷ४උ  ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*
    ͷ֬ೝ  ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁
60. 60 / 61 5XJMJP ࿈ܞΛ༻͍ͯɺ ΞϥʔτΛʮి࿩ʯʹ௨஌ͤͯ͞Έ·͠ΐ͏ʂ /FYU
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