Mackerel / AWS / Twilio Hands-On Seminar - Mackerel 編

by Daisuke Inoue

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1 .BDLFSFMY5XJMJP )BOET0O4FNJOBS !גࣜձࣾ͸ͯͳ

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2 ͝ѫࡰɾߨࢣࣗݾ঺հ n ϋϯζΦϯηϛφʔ .BDLFSFMฤɾߨࢣ l גࣜձࣾ͸ͯͳ .BDLFSFMηʔϧεΤϯδχΞ Ҫ্ େีʢJEBLOPXʣ n ςΟʔνϯάΞγελϯτ l גࣜձࣾ͸ͯͳ .BDLFSFMηʔϧεΤϯδχΞ ીࠜ ૖େʢJE4PVEBJʣ l גࣜձࣾ͸ͯͳ .BDLFSFMηʔϧεσϕϩούʔ ߥ୩ ᠳʢJETIBSBUBOJʣ

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3 ͝Ҋ಺ n ࠓճͷϋϯζΦϯͰ࣮ߦ͢Δ֤छίϚϯυɺࢀর͢Δ 63- ͳͲΛ·ͱΊͨϖʔδΛ͝༻ҙ͍ͯ͠·͢ • IUUQTNBDLFSFMJPIBOETPOBXT

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4 ΞδΣϯμʢ.BDLFSFMฤʣ ͸͡Ίʹ ؂ࢹର৅αʔόʔͱ .BDLFSFMͷ४උ ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*ͷ֬ೝ ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁

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5 ΞδΣϯμʢ.BDLFSFMฤʣ ͸͡Ίʹ ؂ࢹର৅αʔόʔͱ .BDLFSFMͷ४උ ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*ͷ֬ೝ ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁

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6 ʮαʔόʔ؂ࢹʯ͸ ͳͥඞཁͳͷͰ͠ΐ͏͔ʁ ˞؂ࢹɿαʔόʔͷঢ়ଶΛҰఆִؒͰ଺Γແ֬͘ೝɾه࿥͢Δ͜ͱ

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7 ͳͥαʔόʔ؂ࢹ͕ඞཁ͔ʁ l ͍ͪૣ͘ো֐ൃੜΛ֬ೝͰ͖ΔΑ͏ʹ͢ΔͨΊ l ෮چʹ͍ͪૣ͘औΓֻ͔ΕΔΑ͏ʹ͢ΔͨΊ l ঢ়گͷมԽΛ࣌ܥྻͰ؅ཧ͢Δ͜ͱͰɺΩϟύγςΟϓϥϯχϯά΍ ো֐ͷ༧ஹͷ೺Ѳʹ໾ཱͯΔͨΊ *5αʔϏε͕ద੾ʹఏڙ͞Ε͍ͯΔɾ͞Ε͍ͯ͘ ঢ়ଶΛ҆ఆతʹҡ࣋͢ΔͨΊʹ ඞཁෆՄܽͳ΋ͷʂ

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8 .BDLFSFMͷ͝঺հ

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9 ಛ௕ᶃ 4BB4ܕͷαʔόʔ؂ࢹαʔϏε n 4PGUXBSFBTB4FSWJDF l Πϯλʔωοτܦ༝ͰඞཁͳػೳΛར༻Ͱ͖Δ࢓૊ΈͰͷ αʔϏεͷఏڙΛ͍ͯ͠Δ΋ͷ n ϝϦοτ l ϑϧϚωʔδυͷͨΊɺϝϯςφϯεෆཁ l ίΞࣄۀ΁ͷूதΛଅਐʂ n σϝϦοτ l Πϯλʔωοτʹ઀ଓͰ͖ͳ͍ͱར༻Ͱ͖ͳ͍έʔε͕ଟ͍

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10 ಛ௕ᶄ QVTIܕͷ؂ࢹ n ؂ࢹର৅ͷαʔό͕؂ࢹαʔϏεʹରͯ͠৘ใΛૹΔʢQVTIܕʣ l ιϑτ΢ΣΞͷΠϯετʔϧ͸ඞཁ͕ͩɺ֎෦ʹର͢ΔΠϯλʔ ωοτΞΫηε͑͞Ͱ͖Ε͹ 0, ؂ࢹର৅αʔόʔ QVTI

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11 ʮ.BDLFSFMʯΛߏ੒͢Δɺͭͷେ͖ͳཁૉ n .BDLFSFMʢ8FCʣͱɺNBDLFSFMBHFOU

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12 .BDLFSFMʢ8FCʣ

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13 NBDLFSFMBHFOU • ؂ࢹର৅αʔόͷ৘ใΛ .BDLFSFMαʔόʹૹΓଓ͚Διϑτ΢ΣΞ • ͨͬͨͻͱͭͷίϚϯυ࣮ߦ͚ͩͰɺΠϯετʔϧ׬ྃʂ • ΤʔδΣϯτىಈޙɺ͙͢ʹɾ؆୯ʹ؂ࢹΛ࢝ΊΔ͜ͱ͕Ͱ͖·͢ NBDLFSFMBHFOU

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15 %FW0QTͷத֩ͱͯ͠ • ͞·͟·ͳπʔϧͱͷ࿈ܞͷ͠΍͢͞ • ͦͷத֩ʹ .BDLFSFMΛʂ %FW 0QT

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16 ༷ʑͳศརͳػೳɾಛ௕ l "84ΠϯςάϨʔγϣϯ l 63-֎ܗ؂ࢹ l ϓϥάΠϯػߏʹΑΔϝτϦοΫ߲໨ͷ֦ு l ϗετʹඥ෇͔ͳ͍਺஋ͷՄࢹԽʢαʔϏεϝτϦοΫʣ l άϥϑΞϊςʔγϣϯ l ΞϧΰϦζϜͷ׆༻ʹΑΔӡ༻ࢧԉ

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17 "84ΠϯςάϨʔγϣϯ ɾΤʔδΣϯτΠϯετʔϧ͕ෆՄೳͳϚωʔδυαʔϏε΋؂ࢹՄೳʹ ɾ&$ɺ&-#ɺ3%4ɺ&MBTUJDBDIFɺ3FETIJGUͳͲɺॱ֦࣍େத ɾ೥݄೔ɺ"84-BNCEBʹ΋ରԠʂ "1* "NB[PO $MPVE8BUDI "NB[PO 3%4 "NB[PO &-#"-#

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18 63-֎ܗ؂ࢹ ᶃ֎ܗ؂ࢹઃఆʹैͬͯ 63-ʹΞΫηεʢIUUQIUUQTʣ .BDLFSFMαʔόʔ ᶅઃఆ͞Εͨ؂ࢹϧʔϧͱ ϨεϙϯεΛ΋ͱʹ؂ࢹ IUUQXXXIBUFOBOFKQ ᶄϨεϙϯεΛऔಘ 0, 3FTQPOTF CPEZ ϨεϙϯελΠϜ 44- ূ໌ॻ ༗ޮظݶ

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19 ϓϥάΠϯػߏʹΑΔϝτϦοΫ߲໨ͷ֦ு ɾϓϥάΠϯػߏʹΑΓɺऔಘϝτϦοΫ߲໨ͷ֦ு͕Մೳ ɾ؂ࢹର৅ʹ߹ΘͤͯϓϥάΠϯΛબ୒ɺॊೈͳ؂ࢹΛ࣮ࢪ ɾνΣοΫϓϥάΠϯʹΑΓɺϓϩηε΍ϩάͷ؂ࢹ΋ QMVHJO औಘ ର৅ ᶄ֤छ஋ͷऔಘ ᶅ஋ΛΤʔδΣϯτʹग़ྗ ؂ࢹର৅αʔό ᶆσʔλͷ౤ߘ ᶃ࣮ߦ

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20 ಛఆͷϗετʹඥ෇͔ͳ͍਺஋ͷՄࢹԽ ɾ.BDLFSFMͷʮαʔϏεϝτϦοΫʯ

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21 άϥϑΞϊςʔγϣϯ ɾ αʔϏεશମʹؔΘΔΑ͏ͳɺ༷ʑͳࣄ৅ɾΠϕϯτΛొ࿥Մೳ ɾ ࣌ܥྻσʔλͱͷ૬ؔΛ೺Ѳ͠΍͘͢ ɾ ͳͥෛՙ্͕͕ͬͨͷ͔ʁ ɾ ΞϓϦέʔγϣϯͷσϓϩΠ ɾ Ϗδωεࢪࡦͷ࣮ࢪ ɾ "1*΍ (6*͔Β؆୯ʹొ࿥Մೳ

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22 ΞϧΰϦζϜͷ׆༻ʹΑΔӡ༻ࢧԉ • աڈͷ܏޲Λ෼ੳ͠কདྷΛ༧ଌɺͦͷ༧ଌʹج͍ͮͯܯࠂ • ྫ͑͹ɺσΟεΫ͕ރׇ͢Δϱ݄લʹܯࠂɺͱ͍͏কདྷ༧ଌ΋Մೳ $SJUJDBM কདྷ 5SFOET ϱ݄લ ݱࡏ

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23 ͦͷଞͷಛ௕ l ෯޿͍͓٬༷ l ਐԽ͠ଓ͚ΔαʔϏε l ߴ͍ηΩϡϦςΟੑ l ޿͍؂ࢹର৅ϨΠϠʔ l 8JOEPXTਖ਼ࣜαϙʔτ

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24 -FU`TTUBSU.BDLFSFM ͦΕͰ͸ͦΖͦΖɺ ʮ.BDLFSFM 5XJMJP "84Λ༻͍ͨαʔόʔ؂ࢹʯΛ ମݧ͍͖ͯ͠·͠ΐ͏ʂ

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25 ΞδΣϯμʢ.BDLFSFMฤʣ ͸͡Ίʹ ؂ࢹର৅αʔόʔͱ .BDLFSFMͷ४උ ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*ͷ֬ೝ ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁

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26 ϋϯζΦϯʹؔ͢Δ͓ئ͍ ʻ஫ҙࣄ߲΍͓ئ͍Ͱ͢ʼ ίϚϯυྨ͸શͯ IUUQTNBDLFSFMJPIBOETPOBXT ʹ͝༻ҙ͍ͯ͠·͢ͷͰɺͥͻ͝ར༻Լ͍͞ɻ ෼͔Βͳ͍఺͕͋ͬͨΒɺԕྀͳ࣭͘໰͍ͯͩ͘͠͞ɻ • ͓ۙ͘ͷߨࢣɾ5"ʹ͓੠ֻ͚௖͍ͯ΋ 0,Ͱ͢ʂ • ॱ൪ʹରԠ͍ͨ͠·͢

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27 ࠓճͷϋϯζΦϯͷશମ૾ ؂ࢹର৅αʔόʔ Πϯετʔϧ ΞΧ΢ϯτ࡞੒ ؂ࢹͷ࣮ࢪ ͋ͳͨ

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28 αʔόʔͷ֬ೝ n ࢀՃऀͷΈͳ͞Μ֤ਓʹͻͱͭͣͭɺαʔόʔΛ͝༻ҙ͍ͯ͠·͢ • Ϋϥ΢υαʔόʔʢ"NB[PO&$ʣΛ࢖͍·͢ • ʲखॱ̍ʳϩάΠϯίϚϯυͷ֬ೝ

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29 αʔόʔͷ֬ೝ n ϩάΠϯͰ͖ͨΒɺʮϗετ໊ͷมߋʯ΋ߦͬͯΈ·͠ΐ͏ • ʲखॱ̎ʳϗετ໊ʢαʔόʔ໊ʣͷมߋ • ʲ໊͓લʳIPTUʢྫɿ JOPVFIPTUʣ • ʲखॱ̏ʳϗετ໊ʢαʔόʔ໊ʣͷมߋΛ֬ೝ

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30 ଓ͍ͯ .BDLFSFMͷ४උͰ͢ n ͦΕͰ͸ૣ଎ΞΧ΢ϯτͷ࡞੒ʂʜͷલʹ n .BDLFSFMʹ͓͚Δͭͷ֓೦ʹ͍ͭͯ • ΦʔΨχθʔγϣϯ • αʔϏε • ϩʔϧ n ͜ͷͭ͸Έͳ͞Μʹ΋࡞੒ͯ͠௖͘͜ͱʹͳΓ·͢

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31 ΦʔΨχθʔγϣϯ n ௚༁͢Δͱʮ૊৫ʯɺ.BDLFSFMʹ͓͍ͯ࠷΋େ͖ͳ୯ҐͰ͢ n جຊతʹ͸ʮ૊৫ʯ୯ҐͰ࡞੒ͯ͠௖͍ͯ໰୊͋Γ·ͤΜ

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32 ΦʔΨχθʔγϣϯ n ҎԼͷ༷ͳಛ௃Λ཈্͑ͨͰɺద੾ͳཻ౓Ͱ࡞੒ͯ͠Լ͍͞ • ଞϝϯόʔʢΞΧ΢ϯτʣΛʮট଴ʯ͢Δ͜ͱͰɺͦͷϝϯόʔΛ ΦʔΨχθʔγϣϯʹॴଐͤ͞ΒΕΔ • ಉҰΦʔΨχθʔγϣϯʹॴଐ͢Δϝϯόʔ͸ɺجຊతʹ͢΂ͯͷ ৘ใΛӾཡՄೳ • ʮϩʔϧʯʢͷͪ΄Ͳ͝঺հʣ୯ҐͰάϥϑΛ·ͱΊͯӾཡͰ͖Δ ͷ͸ಉҰΦʔΨχθʔγϣϯͷൣғ಺ͷΈ

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33 αʔϏε n จࣈ௨ΓɺʮαʔϏεʯ n ૊৫Ͱఏڙ͍ͯ͠ΔαʔϏε୯Ґʹ࡞੒͢Δ n ʮͦͷαʔϏεΛఏڙ͢ΔͨΊʹଘࡏ͍ͯ͠ΔαʔόʯΛ·ͱΊͯ ؅ཧ͢ΔͨΊͷ֓೦

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34 ϩʔϧ n Ұఆن໛Ҏ্ͷ *5αʔϏεͷఏڙʹ͸ɺෳ਺୆ͷαʔόʔ͕ෆՄܽ • શͯͷαʔόʔʹ͸ɺԿΒ͔ͷ໾ׂ͕༩͑ΒΕ͍ͯΔ͸ͣ • ಉ͡໾ׂΛ࣋ͬͨαʔόʔ΋ෳ਺ʹ σʔλϕʔε༻αʔό όονॲཧ༻αʔό 8FCαʔό

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35 ϩʔϧ n ໾ׂ୯ҐͰαʔόͷঢ়ଶΛ֬ೝͰ͖Δͷ͕ .BDLFSFMͷಛ௕Ͱ͢

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36 ϩʔϧ • ಈతͳαʔόʔͷ૿ݮʢΦʔτεέʔϧʣʹ΋εϚʔτʹରԠ • ྉۚ΋ҠಈฏۉʹΑΓ ࢖ͬͨ෼͚ͩͷ͝੥ٻ サーバーの増強サーバーの縮退

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37 ϩʔϧάϥϑɾσϞ n ϋϯζΦϯηϛφʔݶఆͰɺʮ͸ͯͳϒοΫϚʔΫʯͷ ϩʔϧάϥϑΛ͓ݟͤ͠·͢ʂ n ࡱӨɾ4/4౳΁ͷ౤ߘ͸͝ԕྀ͍ͩ͘͞

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38 ͦΕͰ͸͋ΒͨΊͯɺ.BDLFSFMͷ४උͰ͢ n IUUQTNBDLFSFMJPTJHOVQ ͔ΒΞΧ΢ϯτΛ࡞੒͠·͠ΐ͏ • ʲखॱ̐ʳ.BDLFSFMͷΞΧ΢ϯτΛ࡞੒ʢαΠϯΞοϓʣ • ˞طʹΞΧ΢ϯτΛ͓࣋ͪͷํ͸͓஌Β͍ͤͩ͘͞ • ొ࿥֬ೝϝʔϧ͕ಧ͖·͢ͷͰ 63-ΛΫϦοΫ͍ͯͩ͘͠͞

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39 ͦΕͰ͸͋ΒͨΊͯɺ.BDLFSFMͷ४උͰ͢ n ΦʔΨχθʔγϣϯ໊ΛܾΊ·͠ΐ͏ • ʲ໊͓લʳPSHʢྫɿJOPVFPSHʣ • ͜ͷΦʔΨχθʔγϣϯʹͱͬͯͷ࠷ॳͷϢʔβʔɿ͋ͳͨ • ؅ཧऀϢʔβʔɿ͋ͳͨ

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40 ΦʔΨχθʔγϣϯͷ࡞੒׬ྃ

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41 ݱ࣌఺Ͱͷঢ়ଶ ؂ࢹର৅αʔόʔ ʲJOPVFIPTUʳ ΦʔΨχθʔγϣϯ ʲJOPVFPSHʳ ͋ͳͨ

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42 ΞδΣϯμʢ.BDLFSFMฤʣ ͸͡Ίʹ ؂ࢹର৅αʔόʔͱ .BDLFSFMͷ४උ ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*ͷ֬ೝ ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁

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43 ΤʔδΣϯτʢNBDLFSFMBHFOUʣͷΠϯετʔϧͱىಈ n ΦʔΨχθʔγϣϯͷ࡞੒׬ྃޙʹදࣔ͞Ε͍ͯΔը໘ʹैͬͯɺ ࡞ۀΛਐΊͯΈ͍ͯͩ͘͞ • ҰͭͷίϚϯυ࣮ߦ͚ͩͰɺҎԼͷΑ͏ͳ࡞ۀ͕ࣗಈͰ׬ྃ͠·͢ • ΤʔδΣϯτʢNBDLFSFMBHFOUʣͷΠϯετʔϧ • ΤʔδΣϯτͷઃఆʢ"1*Ωʔͷηοτʣ • ΤʔδΣϯτͷىಈ n ͸΍͘Ͱ͖ͨํ͸ɺ͍Ζ͍Ζͳը໘΍άϥϑΛݟͯɾ৮ͬͯΈ͍ͯͩ͘͞ • ʲखॱ̑ʳάϥϑΛ֬ೝ͢Δ

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44 αʔϏεͱϩʔϧͷ࡞੒ n αʔϏεͱϩʔϧΛ࡞੒ͯ͠Έ·͠ΐ͏ • JOPVFTFSWJDF • JOPVFEC

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45 αʔϏεͱϩʔϧ΁ͷॴଐ n αʔόʔʢϗετʣΛαʔϏεɾϩʔϧʹॴଐͤͯ͞Έ·͠ΐ͏ l ϗετҰཡʢ)PTUTʣ͔Β • αʔϏε໊ϩʔϧ໊ • ˞ࢀߟ˞αʔϏε໊ͱϩʔϧ໊ΛઃఆϑΝΠϧʹॻ͍͓ͯ͘ ͜ͱͰɺࣗಈతʹॴଐͤ͞Δ͜ͱ΋ՄೳͰ͢

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46 .BDLFSFMͷը໘ΛோΊͯΈ·͠ΐ͏ n ؅ཧը໘ΛҰ௨Γݟ͍͖ͯ·͠ΐ͏ • ΦʔΨχθʔγϣϯτοϓϖʔδ • %BTICPBSET • 0WFSWJFX • )PTUT • γεςϜϝτϦοΫ • 4FSWJDFT • ϩʔϧάϥϑ • .POJUPST • "MFSUT

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47 現時点での状態 ؂ࢹର৅αʔόʔ ʲJOPVFIPTUʳ ʲJOPVFPSHʳ ͋ͳͨ ϝτϦοΫͷૹ৴ ʲJOPVFTFSWJDFʳ JOPVFEC ϗετ৘ใ γεςϜϝτϦοΫ

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48 ΞδΣϯμʢ.BDLFSFMฤʣ ͸͡Ίʹ ؂ࢹର৅αʔόʔͱ .BDLFSFMͷ४උ ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*ͷ֬ೝ ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁

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49 ؂ࢹϧʔϧͷ֬ೝ n .BDLFSFMʹ͓͚ΔʮΞϥʔτΛൃੜͤ͞Δ΂͖͔Ͳ͏͔ʯͷ൑ఆ͸ɺ ͋Β͔͡ΊఆΊͨϧʔϧʹԊͬͯ൑அ͞Ε·͢ n ࠓ͋Δʮ؂ࢹϧʔϧʯΛ֬ೝͯ͠Έ·͠ΐ͏

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50 DPOOFDUJWJUZ n ʮαʔόʔ͔ΒͷϝτϦοΫૹ৴͕Ұఆ࣌ؒҎ্ࢭ·͍ͬͯͳ͍͔ʯͱ ͍͏؂ࢹϧʔϧ • ͍ΘΏΔʮϗετࢮ׆؂ࢹʯ • ϧʔϧ໊ʮDPOOFDUJWJUZʯ͸มߋՄೳͰ͢

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51 ؂ࢹϧʔϧʹ఍৮͢ΔͱͲ͏ͳΔ͔ n ʮ؂ࢹϧʔϧʹ൓͢Δҟৗ͕؍ଌ͞Εͨʯͱ͍͏৘ใ͕ ʮىථʯ͞Ε·͢ n ͦΕ͕ʮΞϥʔτʯͰ͢ʂ

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52 ؂ࢹϧʔϧΛ࡞ͬͯΈ·͠ΐ͏

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53 ؂ࢹϧʔϧΛ࡞ͬͯΈ·͠ΐ͏ n ؂ࢹର৅ɿ$16 n ؂ࢹର৅ͷߜΓࠐΈɿແ͠ n Ξϥʔτͷൃੜ৚݅ • 8BSOJOH$SJUJDBM • ৚݅ͷ࣋ଓ࣌ؒɿ෼ؒͷฏۉ஋

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54 ΞϥʔτΛൃੜͤͯ͞ΈΑ͏ n ίϚϯυΛ࣮ߦͯ͠ɺ$16ʹෛՙΛֻ͚ͯΈ·͠ΐ͏ l ʲखॱ̒ʳ$16ʹෛՙΛֻ͚ͯΈΔ • IUUQTNBDLFSFMJPIBOETPOBXT n ࣮ߦͰ͖ͨΒɺ.BDLFSFMͷϗετৄࡉը໘Λ ֬ೝͯ͠Έ·͠ΐ͏

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55 ˞ิ଍˞ ϝτϦοΫʹ͍ͭͯ n γεςϜϝτϦοΫ l NBDLFSFMBHFOU͕ඪ४Ͱૹ৴͢Δ΋ͷ • $16 • .FNPSZ • 'JMFTZTUFN • ʜ n ΧελϜϝτϦοΫ l ެࣜϓϥάΠϯͳͲͰΤʔδΣϯτͷػೳΛ֦ு͠ૹ৴͢Δ΋ͷ • .Z42-ʹؔ͢ΔϝτϦοΫ • "QBDIFʹؔ͢ΔϝτϦοΫ • ʜ

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56 $16ෛՙঢ়گͷ֬ೝ n άϥϑͰݟΔ $16࢖༻཰ͷਪҠ͸͍͔͕Ͱ͠ΐ͏͔ʁ l ͖͞΄Ͳ࡞੒ͨ͠؂ࢹϧʔϧͷᮢ஋͸ӽ͑ͨʁ n ଞͷมԽ͸Ͳ͏Ͱ͠ΐ͏͔ʁ l "MFSUTλϒͷ֬ೝ • ʲखॱ̓ʳΞϥʔτλϒΛ֬ೝͯ͠ΈΔ l ϝʔϧϘοΫεͷ֬ೝ

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57 "MFSUTͷ֬ೝ

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58 "MFSUTͷ֬ೝ

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59 Ξϥʔτϝʔϧͷ֬ೝ

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60 ਖ਼ৗͳঢ়ଶʹ෮ؼͤͯ͞Έ·͠ΐ͏ n Ξϥʔτ͕Φʔϓϯʢىථʣ͞Εɺ௨஌ͱͯ͠ϝʔϧ͕ૹ৴͞ΕΔ͜ͱ ΋֬ೝͰ͖·ͨ͠ n ݱࡏ΋·ͩΞϥʔτʢʹ؂ࢹϧʔϧʹ఍৮͍ͯ͠Δঢ়ଶʣ͕ܧଓதͰ͢ n Ͱ͸ɺਖ਼ৗͳঢ়ଶʹ໭͢ͱͲ͏ͳΔͰ͠ΐ͏͔ʜʁ l ʲखॱ̔ʳ$16ʹෛՙΛֻ͚ΔίϚϯυͷఀࢭ

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61 ※補足※ 通知先について

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62 ਖ਼ৗͳঢ়ଶʹ෮ؼ͢Δͱʁ n Φʔϓϯʢىථʣ͞ΕͨΞϥʔτ͕ࣗಈతʹΫϩʔζ͞Ε·͢ l ͜Ε΋ .BDLFSFMͷػೳͰ͢ n ࠶ͼ௨஌ʢϝʔϧʣ΋ड৴͠·ͨ͠ l ᮢ஋ʹର͢Δঢ়ଶͷมԽͷλΠϛϯάͰ௨஌Λߦ͍·͢ • ʲ0,ʳˠʲ$SJUJDBMʳ ˠʲ0,ʳ • ʲ0,ʳˠʲ8BSOJOHʳ ˠʲ$SJUJDBMʳ ˠʲ0,ʳ

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63 ΞδΣϯμʢ.BDLFSFMฤʣ ͸͡Ίʹ ؂ࢹର৅αʔόʔͱ .BDLFSFMͷ४උ ΤʔδΣϯτͷΠϯετʔϧɾىಈɾ(6*ͷ֬ೝ ؂ࢹͷઃఆɾΞϥʔτͷ֬ೝ ˠ ϋϯζΦϯɾ5XJMJP ฤ ΁

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64 5XJMJP ࿈ܞΛ༻͍ͯɺ ΞϥʔτΛʮి࿩ʯʹ௨஌ͤͯ͞Έ·͠ΐ͏ʂ /FYU4UFQ

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65 ͓ർΕ༷Ͱͨ͠ ˍ ͓ئ͍ n ࠓճ࢖ͬͨαʔόʔ͸ɺϋϯζΦϯऴྃޙʹγϟοτμ΢ϯͯ͠͠ ·͍·͢ n ͜ͷ··γϟοτμ΢ϯͯ͠͠·͏ͱʜʁ • ؂ࢹϧʔϧɾDPOOFDUJWJUZʹ఍৮ͯ͠͠·͍·͢ • ࠓճ࢖ͬͨαʔόʔΛ .BDLFSFM؅ཧର৅͔Β֎͠·͠ΐ͏ • ʲΫϩʔδϯάฤɾखॱʳϋϯζΦϯͰ؂ࢹͨ͠αʔόʔΛ ؅ཧର৅͔Β֎͢

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66 ࠷ޙʹɺޙ࢝຤

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67 ͓ർΕ༷Ͱͨ͠ʂ • ຊ೔࡞੒ͨ͠ΦʔΨχθʔγϣϯ͸ɺͥͻͦͷ·· ͓࢖͍͍ͩ͘͞ʂ • Ξϯέʔτ΁ͷ͝ڠྗΛ͓ئ͍க͠·͢ʂ • खॱϖʔδͷ࠷Լ෦ʹΞϯέʔτ΁ͷϘλϯ͕͋Γ·͢ • ଓฤͱͳΔࠓޙͷϋϯζΦϯͷ಺༰ͷࢀߟͱͤͯ͞ ͍͖ͨͩ·͢

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68 ͋Γ͕ͱ͏͍͟͝·ͨ͠ Ξϯέʔτ΁ͷ͝هೖΛऴ͑ΒΕͨํ͸ ͝ୀ੮௖͍ͯߏ͍·ͤΜ ˍ ࣭͝໰͋Ε͹Ͳ͏ͧʂ