Microservices を支える Infrastructure as Software / CloudNative Days Tokyo 2019 #CNDT2019 #OSDT2019 #RoomB

by Kodai Sakabe

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.JDSPTFSWJDFTΛࢧ͑Δ *OGSBTUSVDUVSFBT4PGUXBSF $MPVE/BUJWF%BZT5PLZP +VM 8BOUFEMZ *ODc,PEBJ4BLBCF!LPVEBJJJ 1

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࿩͢͜ͱ ຊ ൪ ؀ ڥ ʹ ͓ ͚Δ $ M P V E / B U J W F ͱ Ͳ͏ ෇ ͖ ߹ ͏ ͔ ͕ ओ ୊ Ͱ͢ɻ ʮ.JDSPTFSWJDFTΛࢧ͑Δ*OGSBTUSVDUVSFBT4PGUXBSFʯͱ͸ɺ .JDSPTFSWJDFT؀ڥʹ͓͚Δ֤αʔϏεͷ৴པੑ΍։ൃऀʹߩݙ͢ ΔͨΊͷ4PGUXBSFΛࢦ͠·͢ɻ͜ͷΑ͏ͳج൫ͷॆ࣮Λߦ͏͜ͱ ʹΑΓɺ։ൃऀ͸ΑΓαʔϏεͷίΞͳ෦෼ʹूதͰ͖·͢ɻ͜ͷ औΓ૊Έʹ͍͓ͭͯ࿩Ͱ͖Ε͹ͱࢥ͍·͢ɻ 2 . J D S P T F S W J D F T Λ ࢧ ͑ Δ * O G S B T U S V D U V S F B T 4 P G U X B S F

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X X X 3 8 I Z ڧ͍ج൫͚͕ͩ αʔϏε։ൃऀͷ૑଄ྗΛҾ͖ग़͢

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$3&"5& "803-%8)&3& 803, %3*7&41"44*0/ 8BOUFEMZ *OD 4

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063(0"-4 8BOUFEMZ *OD % J T D P W F S $ P O O F D U & O H B H F 4 / 4 $ S F B U F B X P S M E X I F S F X P S L E S J W F T Q B T T J P O

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ΞδΣϯμ w ݱࡏʹࢸΔ·ͰͷΠϯϑϥج൫ w ՝୊ͷ੔ཧͱಋೖ·ͰͷྲྀΕ ͜ Ε · Ͱ ग़ ͯ ͖ ͨ ՝ ୊ ͱ ղ ܾ w Χεέʔυো֐ w ΠϯϑϥىҼͷো֐ ܧ ଓ త ʹ औ Γ ૊ Ή ՝ ୊ w 4-*ҡ ࣋ ͠ ͳ ͕ Β ٕज़ϨϕϧΛ্͛Δ౤ࢿ w ج൫ʹؔΘΔ4PGUXBSFͷॆ࣮ ٕ ज़ త ౤ ࢿ . J D S P T F S W J D F T Λ ࢧ ͑ Δ * O G S B T U S V D U V S F B T 4 P G U X B S F

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͜Ε·Ͱग़͖ͯͨ՝୊ͱղܾ ݱ ࡏ ʹ ࢸ Δ · Ͱ ͷ Π ϯϑ ϥ ج ൫ ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε

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෼ࢄγεςϜͷڴҖ ൃ ද ૿ ͑ ଓ ͚ΔϚΠΫ ϩ α ʔ ϏεͰ ى ͜ Δ ໰ ୊ Λ ൃ ද ɻ Ұ ؏ ੑ ͋ Δ ج ൫ ɺ ω ο τ ϫ ʔ ΫΤ ϥ ʔɺ % B U B T U P S F Ϙ τϧ ω ο Ϋɺ σʔ λ ߋ ৽ ʹ Α Δ Πϕ ϯ τ ఻ ൖ ͳ Ͳͷ ՝ ୊ Λ ঺ հ ͨ͠ I U U Q T T Q F B L F S E F D L D P N L P V E B J J J W E P U O V N C F S D P O U B J O F S E B Z T K Q

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ղܾͨ͠՝୊ ݱ ࡏ ʹ ࢸ Δ · Ͱ ͷ Π ϯ ϑ ϥ ج ൫ w ϚΠΫϩαʔϏεͷ੹຿ΛఆΊͨ3F"SDIJUFDUVSF w $MPVE1VC4VCΛ༻͍ͨσʔλ఻೻ʹΑΔ੔߹ੑ Ұ ؏ ੑ ͋ Δ ج ൫ w ౷ܭత൑அ͕औΕΔΑ͏ʹ*TUJPΛ༻͍ͨ0CTFSWBCJMJUZ޲্ w LVCFEOTͷTDBMFVQPVUʹ૬ؔ͢Δ͜ͱ͕Θ͔ͬͨ ω ο τ ϫ ʔ ΫΤ ϥ ʔ w $MPVE1VC4VCΛ࢖ͬͨج൫Λ࠾༻ w 8PSLJOH(SPVQΛઃཱ͠ɺશࣾద༻ࡁΈ σʔ λ ߋ ৽ ʹ Α Δ Πϕ ϯ τ ఻ ൖ

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ະղܾͷ՝୊ ݱ ࡏ ʹ ࢸ Δ · Ͱ ͷ Π ϯ ϑ ϥ ج ൫ w ৽نϚΠΫϩαʔϏε͸ϩʔυςετͳͲΛ࣮ࢪ͠࠷దղ w طଘʹ͍ͭͯ͸ɺ۩ମతͳ՝୊͕ͳ͍ͨΊऔΓ૊Έʹ͍͘ɹɹɹɹɹ % B U B T U P S F Ϙ τϧ ω ο Ϋ w 1SPEVDUJPO3FBEZ͕͋ͬͯ΋Ϛϯύϫʔ͕ґવͱͯ͠࢒Δ w αʔΩοτϒϨʔΧʔɺ3FUSZɺ5JNFPVU౳औΓ૊ΉՕॴ͕͋Δ ' B V M U * T P M B U J P O w UFSSBGPSNNPEVMFͳͲ͍͔ͭ͘վળͭͭ͠΋ہॴత w "QQMJDBUJPOMBZFSͰ͸ɺڞ௨ϥΠϒϥϦΛ࡞੒͠վળ

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ϓϩδΣΫτԽ ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε w ଞνʔϜͰ΋͜ͷ՝୊͕ى͜Δ΋ͷΛ͔ʁ w πʔϧ͕ศརͳͷ͸Θ͔Δ͕ҰݴͰԿΛղܾ͔͔ͨͬͨ͠ʁ ՝ ୊ ͷ ݟ ۃ Ί w ྺ࢙͔Βݱࡏ·Ͱͷݪཧݪଇɾઃܭࢥ૝͕֎Εͯͳ͍͔ʁ w σβΠϯυΩϡϝϯτΛಡΉ ໨ ࢦ ͢ ํ ޲ ɺ ํ ਑ w πʔϧͷϩʔυϚοϓ͔Β֎Εͯ͠·ͬͯͳ͍͔ʁ w ൚༻తʹར༻ՄೳʹͰ͖ͳ͍͔ʁ શ ࣾ ͱ ͯ͠ ٕ ज़ Ϩ ϕ ϧ Λ ͋ ͛Ε ͳ ͍ ͔

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9 9 9 12 1 S P C M F N T ՝୊ͷݟۃΊ ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε

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ϓϩδΣΫτΛউͪύλʔϯʹ৐ͤΔ ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε w ՝୊ͱ੒Ռͷ੔ཧ੔಴ w 8IZΛݴޠԽ ଞ ͔ Β Έͯ ΋ Θ ͔ Γ ΍ ͢ ͍ ੒ Ռ w Ͳ͜Ͱ΋ى͜ΓಘΔͷ͔ʁ w Ұ఺ʹूத͢Δͱ੒ޭ཰͕ߴ͍ ࠜ ຊ త ͳ ໰ ୊ ͷ Έ ʹ ϑ Υ ʔΧ ε w αʔϏε։ൃऀ͕૬ஊ΍৘ใ͕ݟ͚ͭ΍͍͔͢ w ಉ͡աͪΛड͚ͳ͍ͨΊͷϢʔεέʔεͷ੔උ ϕ ε τϓϥ Ϋ ςΟ ε ͷ ڞ ༗ ํ ๏

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9 9 9 14 7 J T J P O 1 S P C M F N T ઃܭࢥ૝ɾݪཧݪଇ ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε 10$ ⚙

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ઃܭࢥ૝ɾݪཧݪଇ w ୭໊͔͕લΛ͚ͭͯΔՄೳੑ͕͋Δ 0CTFSWBCJMJUZ౳ w ಉ͡՝୊ʹऔΓ૊ΜͰ͍Δ044୳͢ Ұ ൠ త ʹ ݴ Θ Εͯ ͍ Δ ໰ ୊ ͔ ʁ w σβΠϯυΩϡϝϯτಡΉ w ՝୊ʹऔΓ૊ΉϞνϕʔγϣϯ΍Ծઆ͕ॻ͍ͯ͋Δ σβΠ ϯ υ Ωϡ ϝ ϯ τ Λ ಡ Ή w 10$PS.71Ͱࢼ͢ w εέʔϥϏϦςΟΩϟύγςΟϓϥϯχϯάࣗಈԽՄೳ͔ ղ ܾ ͨ͠ ͍ ՝ ୊ ͱ ͋ ͬͯ ͍ Δ ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε

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9 (BMMTMBX l"DPNQMFYTZTUFNUIBUXPSLTJTJOWBSJBCMZGPVOEUPIBWF FWPMWFEGSPNBTJNQMFTZTUFNUIBUXPSLFE"DPNQMFYTZTUFN EFTJHOFEGSPNTDSBUDIOFWFSXPSLTBOEDBOOPUCFQBUDIFEVQUP NBLFJUXPSL:PVIBWFUPTUBSUPWFSXJUIBXPSLJOHTJNQMF TZTUFNz ΰʔϧͷ๏ଇ ਖ਼ৗʹಈ࡞͢ΔෳࡶͳγεςϜ͸ɺྫ֎ͳ͘ਖ਼ৗʹಈ࡞͢Δ୯७ͳγεςϜ ͔Βൃలͨ͠΋ͷͰ͋Δɻθϩ͔Β࡞Γग़͞ΕͨෳࡶͳγεςϜ͕ਖ਼ৗʹಈ࡞ ͢Δ͜ͱ͸ͳ͘ɺ·ͨͦΕΛमਖ਼ͯ͠ಈ࡞ͤ͞ΔΑ͏ʹ΋Ͱ͖ͳ͍ɻਖ਼ৗʹಈ ࡞͢Δ୯७ͳγεςϜ͔ΒߏஙΛ࢝Ίͳ͚Ε͹ͳΒͳ͍ɻ +PIO(BMM 4ZTUFNBOUJDT)PX4ZTUFNT3FBMMZ8PSLBOE)PX5IFZ'BJMQ IUUQTFOXJLJQFEJBPSHXJLJ+PIO@(BMM@ BVUIPS (BMMT@MBX

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9 9 9 17 7 J T J P O 1 S P C M F N T 5P P M T ٕज़બఆ ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε ࠷େެ໿਺Ͱ൚༻తͳπʔϧ

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ٕज़બఆ ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε w 8IZ)PX8IBU͸ͳʹ͔ʁ w ܧଓతʹࣗ෼ͨͪͰӡ༻Ͱ͖Δ͔ ݪ ཧ ݪ ଇ ʹ ͋ ͏ π ʔϧ w (JU)VC্ʹͳ͍৔߹͸ɺ,FZOPUF΍CMPHΛ֬ೝ w 4MBDLͷίϛϡχςΟͳͲ ϩ ʔ υ Ϛ ο ϓ͔ Β ໨ ࢦ ͢΂ ͖ ํ ޲ ੑ w ςΫϊϩδʔɾϥΠϑαΠΫϧ΍Πϊϕʔγϣϯͷීٴͷ๏ଇ w ৗʹ࠷৽ٕज़͕ਖ਼͍͠ͱ͸ݶΒͳ͍ ߈ Ί Δ ͔ क Δ ͔

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WRITE HERE YOUR NICE TITLE ABOUT YOUR SERVICES Y O U C A N W R I T E H E R E A company is an association or collection of individuals, whether natural persons, legal persons, or a mixture of both. Company members share a common purpose and unite in order to focus their various 01 02 03 04 X X X ֵ৽ऀ * O O P W B U P S T ઌۦऀ ࣌୅ͷઌ୺ & B S M Z " E P Q U F S T ࣮༻ओٛ ಋೖࣄྫ & B S M Z . B K P S J U Z ແؔ৺૚ - B H H B S E T $/$'1SPKFDU4FSWJDFTBOE.BUVSJUZ-FWFMTDODGJPQSPKFDUT อक೿ ϦεΫഉআ - B U F . B K P S J U Z

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9 lਓମͷෛՙτϨʔχϯάʹྫ͑ɺઈ͑ͣมߋ͠վྑ͢Δ͜ͱʹΑͬ ͯɺγεςϜ͸ΑΓݎ࿚ʹ͢Δ͜ͱ͕Ͱ͖Δɺͱචऀ͸આ͘ɻͦ͠ ͯɺࣗಈԽ͚ͩͰ͸ͦΕ͸࣮ݱͰ͖ͣɺγεςϜΛΑ͘ཧղ͠ɺܧଓ తʹมߋΛՃ͑ΒΕΔਓͷଘࡏ͕ͦ͜ॏཁͰ͋ΔɺͱޠΒΕ͍ͯΔɻ ৽͍ٕ͠ज़༻ޠ͕ग़ͯ͘Δͱɺؔ࿈͢Δπʔϧ΍ϓϩηε͕஫໨͞ ΕɺͦΕΒΛಋೖ͢Ε͹՝୊͸ղܾ͢ΔɺͱࢥΘΕ͕ͪͰ͋Δɻ͔͠ ͠ɺେ੾ͳͷ͸ͦͷݴ༿ͷഎޙʹ͋Δࢥ૝΍఩ֶΛཧղ͠ɺద੾ʹӡ ༻͢ΔਓͰ͋Δɺͱ͍͏͜ͱ͸ৗʹ಄ͷย۱ʹஔ͍͓͖͍ͯͨɻz *OGSBTUSVDUVSFBT$PEFΫϥ΢υʹ͓͚Δαʔό؅ཧͷݪଇͱϓϥΫςΟε ,JFG.PSSJTɹஶٶԼ߶ีɹ؂༁௕ඌߴ߂ɹ༁

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ٞ࿦ʹͳΔϙΠϯτ w ࣗಈԽWTӅṭԽ w தԝूݖWT෼ׂ౷࣏ w *OOPWBUJPOWT.BJOUFOBODF w શମ࠷దԽWT෦෼࠷దԽ w த௕ظWT୹ظ w ϧʔϧԽWTࣗ༝Խ w ͖Ε͍͞WTϦʔϯ ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε

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1SPEVDUJPO3FBEZ w ಋೖʹ޲͚ͨσβΠϯυΩϡϝϯτ༗ແ w ՝୊ʹରͯ͠ܭଌͰ͖Δ w ϞχλϦϯά͞Ε͍ͯΔ w ґଘؔ܎͕Θ͔͍ͬͯΔ w ετϨεςετͰݶք஋Λ஌͍ͬͯΔ w ࣍ճΩϟύγςΟϓϥϯχϯάͷ༧ఆ w ࠷ѱͷέʔε͔Β୅ସҊ͋Δ͔ ՝ ୊ ͷ ੔ ཧ ͱ ಋ ೖ · Ͱ ͷ ྲྀ Ε IUUQTRJJUBDPNLPVEBJJJJUFNTFDDFFEF

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9 l΄Μͱ͏ͷ໰୊఺͸ɺϓϩάϥϚ͕ͨͪޡͬͨ৔ॴͱ ޡͬͨ࣌఺Ͱͷޮ཰ʹ͍ͭͯۤ࿑ͯ͠ɺଟ͘ͷ࣌ؒΛ࿘ අͯ͠͠·ͬͨͱ͍͏͜ͱʹ͋Γ·͢ɻϓϩάϥϛϯά Ͱ͸ɺ࣌Λಘͳ͍࠷దԽ͸ॾѱͷࠜݯͳͷͰ͋Γ·͢ɻ ʢ͢΂ͯͰ͸ͳ͍ʹͯ͠΋ɺগͳ͘ͱ΋ѱͷେ෦෼ͱݴ ͑ΔͰ͠ΐ͏ɻʣz จܳతϓϩάϥϛϯάQυφϧυɾΫψʔε ஶ ༗୔੣ ຋༁

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X X X 24 ࣄ ྫ

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3FMFBTFE w ෼ࢄτϨʔγϯά 0QFO5FMFNFUSZ 31$ɾϨΠςϯγɾεϧʔϓοτՄࢹԽ w αʔϏεϝογϡ *TUJP ػೳΛγϯϓϧ࢖ͬͯ౷ܭతͳΤϥʔ਺ͷऔಘ w $BOBSZ%FQMPZ ࣗࣾπʔϧ ݴޠ΍ϥΠϒϥϦͷόʔδϣϯΞοϓͷ֬ೝ w "SHP҉໧తʹଘࡏ͢Δґଘؔ܎͋Δ+PCΛ8PSLGMPXͱ࣮ͯ͠ݱ w LVCFGMPX.-0QTͷ։ൃ؀ڥ੔උ w $MPVE1VC4VCେྔͷϫʔΫϩʔυͱඇಉظॲཧͷΠϕϯτ఻ൖͷ࣮ݱ ࣄ ྫ

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4FSWJDF.FTI 26 IUUQQIJMDBMDBEPDPNQBUUFSO@TFSWJDF@NFTIIUNM

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՝୊ʹϑΥʔΧεͨ͠ಋೖ 27 #J[MPHJD "MFSUJOH 31$$PEF 3FUSZ -JCSBSZ 1MBUGPSN %FWFMPQNFOU $MJFOUTJEF4FSWJDF%JTDPWFSZ 5FMFNFUSZ 3BUFMJNJU "VUIPSJ[BUJPO %JTUSJCVUFETUBUF $JSDVJU#SFBLFS #J[MPHJD "MFSUJOH 31$$PEF 3FUSZ $MJFOUTJEF4FSWJDF%JTDPWFSZ 5FMFNFUSZ 3BUFMJNJU "VUIPSJ[BUJPO %JTUSJCVUFETUBUF $JSDVJU#SFBLFS #J[MPHJD "MFSUJOH 31$$PEF 3FUSZ $MJFOUTJEF4FSWJDF%JTDPWFSZ 5FMFNFUSZ 3BUFMJNJU "VUIPSJ[BUJPO %JTUSJCVUFETUBUF $JSDVJU#SFBLFS "QQMJDBUJPO4UBDL 6TJOH-JCSBSZ 6TJOH-JCSBSZBOE4JEFDBSQSPYZ ΞϓϦέʔγϣϯʹ࣮૷ 10$ ڞ௨ϥΠϒϥϦఏڙ TJEFDBSQSPYZ΁Ҡߦ 5FMFNFUSZ ʹूத

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ܧଓతʹऔΓ૊Ή՝୊ Χ εέ ʔ υ ো ֐ Π ϯϑ ϥ ى Ҽ ͷ ো ֐

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Χεέʔυো֐ w ෳ਺ͷϚΠΫϩαʔϏεো֐΍ଟ͘ͷϚΠΫϩαʔϏεʹґଘ͞ΕΔίΞͳϚΠΫϩα ʔϏεʹ໰୊͕ى͖Δͱ೉ߤ͠΍͍͢ w ಉظͱඇಉظͷબ୒ʹΑΔӡ༻ͷෳࡶԽ w ඇಉظͱಉظʹΑΔॲཧͷෳࡶ͞ͱɺඇಉظͷ෮چ αϧϕʔδ w ϚΠΫϩαʔϏεؒͷ/ͷϦΫΤετݕ஌ w ࣄ৅ͷҼՌؔ܎ͷ೺Ѳɺσʔλߏ଄ͷ໰୊ w ίʔυ΍τϨʔγϯά͔Βಛఆ͢Δ͜ͱ͕೉͍͠ ܧ ଓ త ʹ औ Γ ૊ Ή ՝ ୊

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Π ϯϑ ϥ ى Ҽ ͷ ো ֐ w ϚωʔδυαʔϏε΁ͷڧ͍ґଘ w ಉ࣌ʹ͍Ζ͍ΖϚΠΫϩαʔϏεͰൃੜ͢ΔΤϥʔ w *TUJPʹ͓͚ΔTJEFDBS͕ىಈ͠ͳ͍͜ͱʹΑΓ1PE͕ೖΕସΘΒͳ͍ w 1P T U I U U Q T J T U J P T J E F D B S J O K F D U P S J T U J P T Z T U F N T W D J O K F D U UJNFPVUT͕λΠϜΞ΢τ w %FQMPZNFOU͕ͦͷ··Ͱɺ3FQMJDBTFUͷมߋͰ͖ͣࢭ·Δɻ%FQMPZNFOUͷ %&4*3&%ͱ$633&/5͸ҡ࣋͞ΕΔͨΊ໰୊ʹؾ͖ͮʹ͔ͬͨ͘ ܧ ଓ త ʹ औ Γ ૊ Ή ՝ ୊

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Π ϯϑ ϥ ى Ҽ ͷ ো ֐ w 5ISFBEMFBL w I U U Q T H J U I V C D P N L V C F S O F U F T L V C F S O F U F T J T T V F T JTTVFDPNNFOU w ΞϓϦέʔγϣϯଆʹೖΓࠐΉͱ)PTUͷQJE@NBY͕௒աɺ৽͘͠5ISFBEΛ࡞Δ ࡍʹΤϥʔ w .FNPSZMFBL w )PTUͷϝϞϦ͕ރׇ͠ɺ)PTU্ͷ1PEʹӨڹΛ༩͑Δ ܧ ଓ త ʹ औ Γ ૊ Ή ՝ ୊

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ٕज़త౤ࢿ 4 - * ҡ ࣋ ͠ ͳ ͕ Β ٕ ज़ Ϩ ϕ ϧ Λ ্ ͛Δ ౤ ࢿ ج ൫ ʹ ؔ Θ Δ 4 P G U X B S F ͷ ॆ ࣮

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4F S W J D F - F W F M * O E J D B U P S w 4-*ΛϓϩμΫτ୯ҐͰఆΊͯNFUSJDTͱͯ͠ऩू͢Δ w Ұ೥࢛൒ظ୯ҐͰԼ߱܏޲Ͱ͋ͬͨ৔߹ʹɺ৴པੑΛ্͛ΔͨΊͷରࡦʹूத͢Δ w ΞʔΩςΫνϟͱͯ͠มߋ͕ඞཁͳ৔߹͕͋Δ w ݄୯ҐͰԼ߱܏޲Ͱ͋ͬͨ৔߹ʹɺ໰୊͕૿Ճ܏޲ʹ͋Δ͔Ͳ͏͔ w ࠜຊతͳରࡦ͕Ͱ͖ͯͳ͍͔໰୊Λى͜͠΍͍͢Օॴ͕͋Δ͔ w ि୯ҐͰԼ߱܏޲Ͱ͋ͬͨ৔߹ʹɺىͬͨ͜໰୊Λڞ༗ w ো֐಺༰΍ϙετϞʔςϜΛڞ༗͢Δ ٕ ज़ త ౤ ࢿ

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ٕ ज़ Ϩ ϕ ϧ Λ ্ ͛Δ ౤ ࢿ w 4-*͕कΒΕͯΔ͔Ͳ͏͔ w ϓϩδΣΫτΛ஗Βͤͯ΋औΓ૊Ή w ར༻ऀʹΤϥʔͰऴΘΒͤͯ͸͍͚ͳ͍ w ࢮक͍ͯ͠Δ͔Βͦ͜͞ΒͳΔ౤ࢿ͕Մೳ w ಉ͡ίετͰଟ͘ͷ࢓ࣄΛ࣮ݱ w ن໿Λઃ͚ͭͭ΋ɺ։ൃऀͷΞΠσΟΞͷ෯͕޿͕Δٕज़తͳ౤ࢿ ٕ ज़ త ౤ ࢿ

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ج ൫ ʹ ؔ Θ Δ 4 P G U X B S F ͷ ॆ ࣮ w 3FMJBCMFBOE'BVMU5PMFSBOU *TPMBUFGBJMVSF w %JTUSJCVUFE4ZTUFNT0CTFSWBCJMJUZ w $IBPT$PNQVUJOH ٕ ज़ త ౤ ࢿ

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% J T U S J C V U F E 4 Z T U F N T 0 C T F S W B C J M J U Z w ໰୊͔Βରࡦ·ͰͷϦʔυλΠϜͷ୹ॖ w %JTUSJCVUFE4ZTUFNT0CTFSWBCJMJUZCZ$JOEZ4SJEIBSBO w -PH"HHSFHBUJPO w .FUSJDT.POJUPSJOH %BUBEPH /FX3FMJD w %JTUSJCVUFE5SBDJOH %BUBEPH"1. 4UBDLESJWFS5SBDF w ͦΕͧΕಠཱͤͣʹίϯςΩετεΠονͳ͠Ͱ࢖͑Δঢ়ଶ͕ඞཁ w -PLJͷσβΠϯυΩϡϝϯτʹֶͿ໰୊ղܾͷϑϩʔ 3 F M J B C M F B O E ' B V M U 5 P M F S B O U * T P M B U F G B J M V S F IUUQTXXXPSFJMMZDPNMJCSBSZWJFXEJTUSJCVUFETZTUFNTPCTFSWBCJMJUZDIIUNM

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- P L J % F T J H O % P D V N F O U 3 F M J B C M F B O E ' B V M U 5 P M F S B O U * T P M B U F G B J M V S F IUUQTEPDTHPPHMFDPNEPDVNFOUEUK,@MWQ47T';KH05SW7RW#"T;:*2;F:#LZ.WJFX

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- P H " H H S F H B U J P O w &SSPSݕ஌͔Βରࡦ·ͰͷϦʔυλΠϜͷ୹ॖԽΛ໨త w ௗͷ໨ʢ౷ܭʣͱ஬ͷ໨ʢಛఆͷࣄ৅ʣΛ࢖͍෼͚Δ w ࣌ܥྻͰϚΠΫϩαʔϏεؒΛ֬ೝ͢Δ w &SSPS.POJUPSJOH͚ͩͰ͸ɺେྔͷ&SSPSʹରͯ͠ҼՌؔ܎͕ෆ໌ʹͳΔͷΛ๷͙ w &SSPS.POJUPSJOHͰΞϓϦέʔγϣϯΛ·͍ͨͰ֬ೝ͕खؒʹͳΔ w ໰୊ʹରͯ͠τϦΞʔδͷ໾ʹཱͯΔ w .FUSJDT͔ΒͰ͸ͳ͘ɺϩά͔Β۩ମతʹԿ͕ى͍ͬͯ͜Δͷ͔ 3 F M J B C M F B O E ' B V M U 5 P M F S B O U * T P M B U F G B J M V S F

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$ I B P T $ P N Q V U J O H w γεςϜͷҰ෦Ͱো֐͕ى͖͍ͯͯ΋ɺશମͱͯ͠ಈ࡞Λଓ͚Δ͔ʁ w *TPMBUFGBJMVSFো֐͸αʔϏεͷ୯ҰͷΈʹͳ͍ͬͯΔ͔ʁ w ো֐͔Β৽ͨͳো֐ΛੜΉͷΛආ͚Δ w ֤αʔϏεʹ͓͚Δ҉໧ͷґଘؔ܎͕ͳ͍͔ʁ w ʮ˓˓͕੔͍ͬͯΔલఏʯͰ࣮ߦ͢Δ΋ͷ͕͋Δͱɺมߋ͢Δ͜ͱ͕Ͱ͖ͳ͍ w ҰͭͷػೳϨϕϧʹରͯ͠ɺෳ਺ͷϚΠΫϩαʔϏεͰߏ੒͍ͯ͠Δ΋ͷ 3 F M J B C M F B O E ' B V M U 5 P M F S B O U * T P M B U F G B J M V S F

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4VNNBSZ w ݱࡏʹࢸΔ·ͰͷΠϯϑϥج൫ w ՝୊ͷ੔ཧͱಋೖ·ͰͷྲྀΕ ͜ Ε · Ͱ ग़ ͯ ͖ ͨ ՝ ୊ ͱ ղ ܾ ܧ ଓ త ʹ औ Γ ૊ Ή ՝ ୊ w 4-*ҡ ࣋ ͠ ͳ ͕ Β ٕज़ϨϕϧΛ্͛Δ౤ࢿ w ج൫ʹؔΘΔ4PGUXBSFͷॆ࣮ ٕ ज़ త ౤ ࢿ . J D S P T F S W J D F T Λ ࢧ ͑ Δ * O G S B T U S V D U V S F B T 4 P G U X B S F w Χεέʔυো֐ w ΠϯϑϥىҼͷো֐

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࿩͢͜ͱ ຊ ൪ ؀ ڥ ʹ ͓ ͚Δ $ M P V E / B U J W F ͱ Ͳ͏ ෇ ͖ ߹ ͏ ͔ ͕ ओ ୊ Ͱ͢ɻ ʮ.JDSPTFSWJDFTΛࢧ͑Δ*OGSBTUSVDUVSFBT4PGUXBSFʯͱ͸ɺ .JDSPTFSWJDFT؀ڥʹ͓͚Δ֤αʔϏεͷ৴པੑ΍։ൃऀʹߩݙ͢ ΔͨΊͷ4PGUXBSFΛࢦ͠·͢ɻ͜ͷΑ͏ͳج൫ͷॆ࣮Λߦ͏͜ͱ ʹΑΓɺ։ൃऀ͸ΑΓαʔϏεͷίΞͳ෦෼ʹूதͰ͖·͢ɻ͜ͷ औΓ૊Έʹ͍͓ͭͯ࿩Ͱ͖Ε͹ͱࢥ͍·͢ɻ 41 . J D S P T F S W J D F T Λ ࢧ ͑ Δ * O G S B T U S V D U V S F B T 4 P G U X B S F