最近のAuroraのアップデート使いこなし術 /developersio2019-aurora-updates

by maroon1st

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࠷ۙͷ"VSPSBͷΞοϓσʔτ࢖͍͜ͳ͠ज़ ʙ4FSWFSMFTT΍.VMUJ.BTUFSͲΜͳ࣌ʹར༻͢Δʁʙ "84ࣄۀຊ෦ɹίϯαϧςΟϯά෦ γχΞιϦϡʔγϣϯΞʔΩςΫτେ܀फ

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εϥΠυ͸ޙͰೖख͢Δ͜ͱ͕ग़དྷ·͢ͷͰ ൃදதͷ಺༰ΛϝϞ͢Δඞཁ͸͋Γ·ͤΜɻ ࣸਅࡱӨΛ͢Δ৔߹͸ ϑϥογϡɾγϟολʔԻ͕ग़ͳ͍Α͏ʹ͝഑ྀ͍ͩ͘͞ Attention

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ຊ೔ͷϋογϡλά #cmdevio #cmdevio7 #cmdevio7

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ࣗݾ঺հ େ܀फ !NBSPPOTU ϝʔΧʔܥ4*FSʹ೥΄Ͳࡏ੶ͯ͠  ೥લʹΫϥεϝιουʹδϣΠϯ "84ಋೖίϯαϧςΟϯάΛ  ϝΠϯʹΠϯϑϥߏங΋ ޷͖ͳ"84αʔϏε  "NB[PO"VSPSB #cmdevio7

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࿩͢͜ͱɾ࿩͞ͳ͍͜ͱ ࿩͢͜ͱ ࠷ۙͷ"VSPSBΞοϓσʔτͷৼΓฦΓ ֤ػೳͷར༻ํ๏΍Ϣʔεέʔε ࿩͞ͳ͍͜ͱ ֤ػೳͷઃఆํ๏ 42-ͷΫΤϦνϡʔχϯά ଞͷ%#͔ΒͷҠߦํ๏

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AWSͷαʔϏε͸Ξοϓσʔτ͕ සൟʹ͋ͬͯΩϟονΞοϓ͕େม

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Amazon Auroraͷଟ෼ʹ࿙Εͣ Ξοϓσʔτ͕ଟ਺͋Γ·͢

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ٞ୊ "NB[PO"VSPSBͱ͸ ࠷ۙͷେ͖ͳΞοϓσʔτ ֤ػೳΛͲͷΑ͏ʹར༻͢Δͷ͔ ·ͱΊ

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"NB[PO"VSPSBͱ͸

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"NB[PO"VSPSB SF*OWFOUͰൃද "84্࢙࠷΋ૣ͘੒௕ .Z42-ͱ1PTUHSF42-

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"VSPSBͷಛ௃ w ؅ཧ͕؆୯ w ߴ͍εέʔϥϏϦςΟ w Մ༻ੑͱ଱ٱੑ w ߴ଎ w ҆શ w ҆Ձ

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"VSPSBͷಛ௃ "VSPSB͸044ͷ3%#.4Λϕʔεʹͯ͠ɺ  େྔΞΫηεΛࡹͨ͘Ίʹεϧʔϓοτ͕޲্͢Δ  ํ਑Ͱ։ൃ͍ͯ͠Δɻ ࣗ͝਎ͷϫʔΫϩʔυͰ࢖༻͢ΔΫΤϦʹΑͬͯ͸ɺ  ΦϦδφϧͷ3%#.4ʢ.Z42-1PTUHSF42-ʣ͕ ྑ͍৔߹΋͋Δɻ

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"VSPSB$MVTUFSͷશମ૾ Availability Zone A "VSPSB4UPSBHF&OHJOF ࿦ཧతͳڞ༗ετϨʔδϘϦϡʔϜ (#୯Ґͷ1SPUFDUJPO(SPVQ Availability Zone B Availability Zone C $BDIF $BDIF $BDIF $BDIF $BDIF

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"VSPSB4UPSBHF&OHJOF Availability Zone A "VSPSB4UPSBHF&OHJOF ࿦ཧతͳڞ༗ετϨʔδϘϦϡʔϜ (#୯Ґͷ1SPUFDUJPO(SPVQ Availability Zone B Availability Zone C

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-PH4USVDUVSFE4UPSBHF w σʔλΛϩάͷΑ͏ʹઌ಄͔Β௥ه͢Δ w ֤ʑͷϩάϨίʔυ͸-PH4FRVFODF/VNCFS ʢ-4/ʣΛ࣋ͪෆ଍ɾॏෳΛ൑ผͰ͖Δ w طଘͷσʔλ͕͋ΔϒϩοΫΛ্ॻ͖͠ͳ͍ w ݸਓͷײ૝Ͱ͕͢ %%%ͷ&WFOU4PVSDJOHʹ௨͡Δ ۭ͖εϖʔε EBUB EBUB EBUB EBUB EBUB ࣌ܥྻ

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"VSPSB$MVTUFS಺෦ͷ֓ཁ

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"NB[PO"VSPSBͷߋʹৄࡉ "VSPSBͷ಺෦ͷΞʔΩςΫνϟ͕ؾʹͳΔํ͸ ҎԼͷ࿦จΛಡΉ͜ͱΛקΊΔʢͩͨ͠ӳޠʣ

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"NB[PO"VSPSBͷߋʹৄࡉ ͜ΜͳεϥΠυ΋͋Δ https://speakerdeck.com/maroon1st/aurorafalseqi-sawozhen-rifan-ru

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"VSPSB4FSWFSMFTT "VSPSB4FSWFSMFTT͸%#ΠϯελϯεΛҙࣝͤͣʹࣗಈͰ εέʔϦϯά͢Δܗଶɻ εέʔϧ࣌ͷΞϓϦέʔγϣϯ  ΠϯύΫτ͸ແ͍ɻ ΞϓϦέʔγϣϯෛՙ͕༧ଌࠔ೉ͳ  ৔߹΍໷ؒٳ೔ʹ࢖༻͠ͳ͍৔߹ ෛՙʹ߹ΘͤͨྉۚͱͳΔͨΊ  ίετͷ࠷దԽ͕ਤΕΔɻ  ͨͩ͠௨ৗͷ"VSPSBΑΓׂߴɻ

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"VSPSB1BSBMMFM2VFSZ ετϨʔδϊʔυʹ͋Δେྔͷ$16Λ׆༻ ετϨʔδϊʔυଆʹॲཧΛ  ෼ׂͯ͠ϓογϡμ΢ϯ 0-51σʔλͷ෼ੳΫΤϦ େྔσʔλͷ෼ੳΫΤϦ͸  3FETIJGUͳͲΛਪ঑ Availability Zone A (#୯Ґͷ1SPUFDUJPO(SPVQ Availability Zone B Availability Zone C ݁Ռूܭ ໰͍߹Θͤͷ  ϓογϡμ΢ϯ

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࠷ۙͷେ͖ͳΞοϓσʔτ

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࠷ۙ೥ؒͷେ͖ͳΞοϓσʔτʢલ൒ʣ ೥݄೔"VSPSB1PTUHSF42-Ͱͷ*".ೝূ  αϙʔτ ೥݄೔ΧελϜΤϯυϙΠϯτ ೥݄೔"VSPSB1PTUHSF42-ͷΫΤϦܭը؅ཧ ೥݄೔"VSPSB(MPCBM%BUBCBTF ೥݄೔"VSPSB1PTUHSF42-ͷ%BUBCBTF  "DUJWJUZ4USFBNTͷαϙʔτ 

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࠷ۙ೥ؒͷେ͖ͳΞοϓσʔτʢޙ൒ʣ ೥݄೔"VSPSB.Z42-4FSWFSMFTTͷ%BUB"1*  ΛҰൠެ։ ೥݄೔"VSPSB1PTUHSF42-ͷΫϥελʔΩϟο  γϡ؅ཧͰߴ଎ͳϑΣΠϧΦʔόʔΛ࣮ݱ ೥݄೔"VSPSB1PTUHSF42-Ͱ"VSPSB  4FSWFSMFTTΛαϙʔτ ೥݄೔"VSPSB.Z42-ͷ.VMUJ.BTUFS$MVTUFS ೥݄೔"VSPSB1PTUHSF42-ͷ%BUB"1*

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ղઆ͢Δػೳ ҎԼͷػೳʹয఺Λ౰ͯͯ঺հ͢Δ w$VTUPN&OEQPJOU w"VSPSB(MPCBM%BUBCBTF w"VSPSB4FSWFSMFTT%BUB"1* w.VMUJ.BTUFS$MVTUFS

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֤ػೳΛͲͷΑ͏ʹར༻͢Δͷ͔

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Custom Endpoint

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$VTUPN&OEQPJOU ࠓ·Ͱͷ"VSPSBͷΤϯυϙΠϯτ wΠϯελϯεΤϯυϙΠϯτ wΫϥελΤϯυϙΠϯτ wϦʔμʔΤϯυϙΠϯτ

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$VTUPN&OEQPJOU ΧελϜΤϯυϙΠϯτ w8SJUFS΍3FBEFSΛࣗ༝ʹ  ૊Έ߹ΘͤՄೳ w8FCͱ#*ͷΑ͏ͳϫʔΫ  ϩʔυ͝ͱʹΞΫηε͢Δ  ΠϯελϯεΛ෼͚ΒΕΔ wৼΓ෼͚͸%/4Ϩϕϧͷ  3PVOE3PCJOͷ໛༷

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$VTUPN&OEQPJOU ϑΣΠϧΦʔόʔͯ͠΋3FBEFSͷΈ΁໊લղܾՄೳ wಡΈऔΓΤϯυϙΠϯτͱ  ಉ༷ʹ%#ো֐ͰϑΣΠϧ  Φʔόʔͨ͠৔߹ʹ3FBEFS  ΁ͷΈৼΓ෼͚͕Մೳ w8SJUFͱ3FBEΛ෼཭Ͱ͖Δ

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$VTUPN&OEQPJOU "VUP4DBMJOHͷ૿ݮʹ΋ରԠՄೳ wಛఆͷΠϯελϯεΛআ͘  ΤϯυϙΠϯτͷఆٛ΋  ՄೳͳͷͰΠϯελϯεͷ  ૿ݮʹରԠՄೳ w"VSPSBʹ͸ෛՙʹԠͯ͡  3FBEFSΛࣗಈͰ૿ݮͤ͞Δ  "VUP4DBMJOH͕͋Δ

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$VTUPN&OEQPJOUͷ·ͱΊ ϫʔΫϩʔυ͕ҟͳΔͱ͖ʹෛՙΛ෼཭ͤ͞Δ ˠྫ͑͹8FCͷϦΫΤετ খͯ͘͞େྔ ͱ#*  ɹπʔϧͷϦΫΤετ େ͖ͯ͘গ਺ ͰෛՙΛ෼཭ ˞ৼΓ෼͚͸%/4Ϩϕϧͷ3PVOE3PCJOͰ͋ΔͨΊ  ݫີͳෛՙ෼ࢄΛߦ͍͍ͨ৔߹͸ɺϩʔυόϥϯε  ͕ผ్ඞཁͱͳΔ

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Aurora Global Database

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"VSPSB(MPCBM%BUBCBTF "VSPSB(MPCBM%BUBCBTFΛҰݴͰઆ໌͢Δͱ  ผϦʔδϣϯ΁ͷϨϓϦέʔγϣϯػೳɻ $SPTT3FHJPO3FBE3FQMJDB͕Ҏલ͔Β͋Γ·͕͢ɺ  ࢓૊Έͱػೳ͕େ͖͘ҟͳ͍ͬͯΔɻ -PH4USVDUVSFE4UPSBHFͷϩάϨίʔυΛετϨʔ δ૚ͰผϦʔδϣϯʹૹ৴͢ΔͨΊߴ଎ͰੑೳӨڹ͕গ ͳ͍ϨϓϦέʔγϣϯΛՄೳͱ͢Δɻ

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ϨϓϦέʔγϣϯํࣜ طଘͷ$SPTT3FHJPO3FBE3FQMJDB 3FQMJDBUJPOઌϦʔδϣϯͷ"VSPSBΠϯελϯε͕ॲཧ͢Δ %#Πϯελϯε ಉ࢜Ͱ௨৴͢Δ

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ϨϓϦέʔγϣϯํࣜ "VSPSB(MPCBM%BUBCBTF 3FQMJDBUJPO4FSWFS"HFOU͕ετϨʔδ૚ͰॲཧΛ͢Δ %#ΠϯελϯεΛ ࢖Θͣʹ௨৴͢Δ ετϨʔδʹ௚઀ॻ͖ࠐΉ

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஫ҙࣄ߲ Ϧʔδϣϯো֐͕ൃੜͨ͠৔߹͸ɺ%3Ϧʔδϣϯͷ ΩϟύγςΟෆ଍Ͱ%#Πϯελϯε͕ىಈ͠ͳ͍  ϦΫε΋͋Δɻ ˞ผϦʔδϣϯͰΞϓϦέʔγϣϯΛಈ࡞ͤ͞Δ৔߹ɺ ੾Γ໭࣌͠ͷσʔλ෮چͳͲͷߟྀ͕ඞཁɻ

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"VSPSB(MPCBM%BUBCBTFͷ·ͱΊ 310 ໨ඪ෮چ࣌ؒ ͕୹͘௿Ձ֨ͳ%3αΠτߏங ετϨʔδ૚Ͱॲཧ͠%#Πϯελϯεͷෛՙ͕গͳ͍ͨ Ίɺ଴ػܥ͸ΠϯελϯεΛখͨ͘͞͠Γɺແͯ͘΋ྑ͍ɻ ͭ·Γ%3αΠτͷ3%#.4͕ετϨʔδɺॻ͖ࠐΈ*0ɺ ωοτϫʔΫͷྉ͚ۚͩͰ࣮ݱͰ͖Δɻ

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Aurora Serverless Data API

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"VSPSB4FSWFSMFTT%BUB"1* "VSPSB4FSWFSMFTT%BUB"1*ΛҰݴͰઆ໌͢Δͱɺ "84"1*ܦ༝Ͱ"VSPSB4FSWFSMFTTʹΠϯλʔωο τ͔ΒΞΫηεͰ͖Δػೳɻ Ұൠతͳ"84"1*ͱಉ༷ʹ*".ೝূ͕࢖༻Ͱ͖ͯɺ IUUQΞΫηε͕ՄೳͰɺτϥϯβΫγϣϯ΋Մೳɻ "VSPSB4FSWFSMFTT͕ϕʔεͳͷͰΞϓϦӨڹແ͠Ͱ ࣗಈతͳεέʔϦϯά͕Մೳɻ

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"VSPSB4FSWFSMFTT%BUB"1*ͷߏ੒ Ұ෦૝૾ΛؚΜͰ͍Δ͕ҎԼͷΑ͏ͳߏ੒ w71$ͷ಺෦͸௨ৗ௨Γ  .Z42-1SPUPDPMͰΞΫηε w%BUB"1*͸"84"1*ͷ  &OEQPJOUܦ༝ͰΞΫηε͠ɺ  %#͸4FDSFUT.BOBHFSͷ  ೝূ৘ใͰΛάΠϯ͢Δɻ

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"VSPSB4FSWFSMFTT%BUB"1*ͷߏ੒ τϥϯβΫγϣϯແ͠ w&YFDVUF4UBUFNFOU"1*͔  #BUDI&YFDVUF4UBUFNFOU"1*Λ  ࣮ߦ͢Δɻ wτϥϯβΫγϣϯ͕ແ͍ͨΊɺ  ͦͷ··ίϛοτ͞ΕΔɻ     

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"VSPSB4FSWFSMFTT%BUB"1*ͷߏ੒ τϥϯβΫγϣϯ༗Γ w࠷ॳʹ#FHJO5SBOTBDUJPO"1*Λ࣮ߦ  ͢Δͱ ଟ෼ &OEQPJOU͕5SBOTBDUJPO  *%Λൃߦͯ͠τϥϯβΫγϣϯΛҡ࣋  ͨ͠··ʹ͢Δɻ w5SBOTBDUJPO*%Λ࢖༻֤ͯ͠  4UBUFNFOUΛ࣮ߦ͢Δɻ w$PNNJU5SBOTBDUJPO"1*ܦ༝Ͱ  $0..*5Λ࣮ߦͯ͠τϥϯβΫγϣϯ  Λऴྃ͢Δ

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%BUB"1*ͷར఺ 71$ͷ֎ଆ͔Βࣗ༝ʹΞΫηε͕Ͱ͖Δɻ w"QQ4ZODܦ༝Ͱ"VSPSBʹΞΫηεͰ͖Δɻ  -BNCEBΛڬ·࣮ͣݱ͢Δ৔߹ʹ࢖͍΍͘͢ͳΔɻ w-BNCEB͔ΒΞΫηε͕͠΍͍͢ʂ  71$-BNCEB͸ίϯςφͷىಈʹ͕͔͔࣌ؒΔ͕ɺ  %BUB"1*Λ࢖༻͢Δ͜ͱͰ71$಺ʹ഑ஔ͢Δඞཁ͕ͳ͍ɻ  ˠίʔϧυελʔτ͕଎͘ͳΔʂ      71$-BNCEBͷίʔϧυελʔτ͸ߴ଎ʹʂ "VSPSBΛ࢖༻͢Δ৔߹͸ී௨ʹ71$-BNCEBΛ

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%BUB"1*ͷར఺ 71$-BNCEBͷߴ଎Խͷৄࡉ͸ͪ͜Β https://dev.classmethod.jp/cloud/developers-io-2019-in-fukuoka-iwata/

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%BUB"1*ͷ໘౗ͳ఺ w"QQ4ZODܦ༝Ͱ௚઀ར༻͢Δ৔߹͸75-ΛؤுΔɻ·ͨΫ ϥΠΞϯτଆͰτϥϯβΫγϣϯͷ੍ޚΛߦ͏͔ɺ 1JQFMJOF3FTPMWFSͰ3FTPMWFSΛ·ͱΊͯࣗಈԽ͢Δɻ  ʢ1JQFMJOF3FTPMWFSΛ࢖͏ͱτϥϯβΫγϣϯʹ໰୊͕ ͋ͬͨ৔߹ʹ3PPMCBDL͕Ͱ͖ͳ͍ʣ  ˠ-BNCEBΛڬΜͩ΄͏੍͕ޚ͕؆୯ʹͳΔ wಠࣗϓϩτίϧͳͷͰطଘ03.BQQFSͳͲ͕ར༻͠ʹ͍ɻ ࣗ෼Ͱ֦ு͕ඞཁʹͳΔɻ

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"VSPSB4FSWFSMFTT%BUB"1*ͷ·ͱΊ τϥϯβΫγϣϯ͕ෆཁͳ৔߹ͷ"QQ4ZODར༻ wτϥϯβΫγϣϯͷߟྀ͕ඞཁͳ͍৔߹ͷ"QQ4ZODܦ༝ͷ ΞΫηεʹར༻Ͱ͖Δɻ  τϥϯβΫγϣϯ͕ඞཁͳ৔߹͸ΫϥΠΞϯτଆ͔Βͷ੍ޚ ΍1JQFMJOF3FTPMWFSͱ͍ͬͨखஈ͕͋Δ͕ɺ-BNCEBΛ  ڬΜͰΞΫηε͢΂͖ɻ w71$-BNCEBͷίʔϧυελʔτ͕ߴ଎ʹͳͬͨݱঢ়Ͱ͸  ར༻༻్͕ݮ͍ͬͯΔɻ #cmdevio7

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Multi-Master Cluster

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.VMUJ.BTUFS$MVTUFS .VMUJ.BTUFS$MVTUFSΛҰݴͰઆ໌͢ΔͱɺॻࠐΈՄ ೳͳ%#ΠϯελϯεΛෳ਺࡞ΕΔͨΊۃΊͯߴ͍Մ༻ ੑΛ࣮ݱͰ͖Δػೳɻ ";Ϩϕϧͷো֐Ͱ΋ॻ͖ࠐΈΛܧଓͤ͞ΔͨΊɺෳ਺ ";ʹ%#ΠϯελϯεΛ഑ஔͰ͖Δɻ

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.VMUJ.BTUFSͷߏ੒ .VMUJ.BTUFSͷಛ௃ wָ؍తͳಉ࣮࣌ߦ੍ޚ͕ਪ঑ w%#ΠϯελϯεؒͰಉσʔλΛ  ߋ৽͢Δͱ͸ॻ͖ࠐΈڝ߹͕  ൃੜ͢Δ wάϩʔόϧͳॻ͖ࠐΈޙಡΈऔΓ  (3"8 ͕αϙʔτ͞Ε͍ͯΔ

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"DUJWF"DUJWF "DUJWF"DUJWFͷར༻ઓུ wΞΫηε͢ΔσʔλʹΑͬͯ  %#ΠϯελϯεΛݻఆʹ͢Δ  ʢγϟʔσΟϯάʣ wσʔλΛҙࣝͤͣʹ%#Πϯε  λϯεʹލͬͯϦΫΤετΛ  ෼ࢄͤ͞Δʢϩʔυόϥϯεʣ

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"DUJWF"DUJWFʢγϟʔσΟϯάʣ γϟʔσΟϯάΛ࢖͍ϨίʔυͰΞΫηεઌΛม͑Δ wϨίʔυʹΑͬͯΞΫηε͢Δ%#  ΠϯελϯεΛݻఆԽ͢Δ wߋ৽ͷڝ߹͕ಉҰΠϯελϯε಺  ʹด͡ΔͷͰੑೳ௿ԼΛট͖ʹ͍͘ wετϨʔδ͕୯ҰϘϦϡʔϜͳͷͰ  ϦγϟʔσΟϯά࣌ʹ΋σʔλͷ  ࠶഑ஔ͕ෆཁͰ͋Δ

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"DUJWF"DUJWFʢϩʔυόϥϯεʣ ΞΫηεઌΛϥϯμϜʹෛՙ෼ࢄ wಉҰϨίʔυΛҟͳΔ%#Πϯε  λϯε͕ߋ৽͢Δ͜ͱ͕͋Δ wσουϩοΫʹͳΓϩʔϧόοΫ  ͕ൃੜ͢ΔՄೳੑ্͕͕Δ wҟͳΔ%#ΠϯελϯεؒͷϩοΫ  ͸ϖʔδσʔλ୯ҐʹͳΔͨΊɺ  ผϨίʔυͰ΋ϩοΫͷՄೳੑ

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"DUJWF1BTTJWF ΫϥΠΞϯτଆͰϔϧενΣοΫ͠ϑΣΠϧΦʔόʔ w͜͜ͷྫͰ͸)"1SPYZ͕ϔϧε  νΣοΫ͢Δ wยํͷΠϯελϯε͕ఀࢭ͢Δͱ  )"1SPYZ͕޲͖Λม͑Δ w)"1SPYZͷϔϧενΣοΫ࣍ୈͰ  ো֐͔Β਺ඵͰ੾Γସ͑Մೳ

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"DUJWF1BTTJWF .VMUJ.BTUFSҎ֎ʹ΋'BTU'BJMPWFSͰߴ଎੾ସ w͜͜ͷྫͰ͸1SPYZ42-Λ࢖༻  .BSJB%#$POOFDUPS+΋Մ w੾Γସ͑લͷো֐ݕ஌͸"84ଆ  Ͱ࣮ࢪ͢Δʢ֓ͶඵҎԼʣ wো֐ݕ஌ޙͷϑϥά੾Γସ͔͑Β  ʙඵͰ'BJMPWFSͰ͖Δ w௨ৗ͸ো֐͔Βඵఔ౓Ͱ෮ؼ

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.VMUJ.BTUFSͷ஫ҙ wݱࡏ͸࠷େΠϯελϯεͰ͋Γ3FBEFS͕࡞੒Ͱ͖ͳ͍ͨΊ  ಡΈࠐΈͷεέʔϧΞ΢τ͸ग़དྷͳ͍ w(3"8͸ηογϣϯม਺Ͱ੍ޚ  Մೳ͕ͩτϥϯβΫγϣϯ։࢝  ࣌ʹΦʔόʔϔου͕ൃੜ͢Δ w%#Πϯελϯεؒͷॻ͖ࠐΈͷ  ڝ߹͸σʔλϖʔδ୯ҐͰൃੜ  ͢Δ

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.VMUJ.BTUFSͷ·ͱΊ "DUJWF"DUJWFʹΑΔύϑΥʔϚϯε޲্ wϥϯμϜʹΞΫηεઌΛ੾Γସ͑Δͱεϧʔϓοτ͕མͪΔͷͰσʔλ ͝ͱʹΞΫηεઌΛܾΊΔɻ wϦγϟʔσΟϯά࣌ʹσʔλ࠶ฤ͕ແ͍ɻ "DUJWF1BTTJWFʹΑΔμ΢ϯλΠϜۃখԽ wۃΊͯߴ͍Մೳੑ ෮چ·Ͱ਺ඵ ΛٻΊΔ৔߹ʹ࢖༻͢Δ w௨ৗΫϥελͷ'BTU'BJMPWFS΋੾Γସ͑࣌ؒ͸ಉఔ౓ʹ୹͍͕ɺ"84 ଆͷো֐ݕ஌ʴ੾Γସ͑ॲཧͰ֓Ͷඵ͔͔Δ ڝ߹ͷ੍໿ (3"8ͷ༗ແͳͲ Λߟྀͯ͠࠾༻Մ൱Λܾఆ͢΂͖

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·ͱΊ

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·ͱΊ $VTUPN&OEQPJOU w#*ͷΑ͏ͳগྔͷॏ͍ΫΤϦͱ8FCͷΑ͏ͳେྔͷ͍ܰΫΤ Ϧ͕ࠞࡏ͢ΔΑ͏ͳ৔߹ʹɺಡΈࠐΈͷϫʔΫϩʔυΛ  ෼཭ͯ͠ෛՙͷӨڹΛ཈͑Δ "VSPSB(MPCBM%BUBCBTF w310 ໨ඪ෮چ࣌ؒ ͕୹͘௿Ձ֨ͳ%3αΠτߏஙΛߏஙͰ ͖Δ

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·ͱΊ "VSPSB4FSWFSMFTT%BUB"1* wτϥϯβΫγϣϯ͕ෆཁͳ৔߹ͷ"QQ4ZODར༻ʹྑ͍ɻ wݱࡏ͸71$-BNCEBͷίʔϧυελʔτߴ଎ԽʹΑΓ  ग़൪͕ݮ͍ͬͯΔɻ .VMUJ.BTUFS$MVTUFS w"DUJWF"DUJWFͷύϑΥʔϚϯε޲্͔ɺ"DUJWF1BTTJWFͷߴ͍Մ༻ੑ ͕ඞཁɻ(3"8ͷ༗ແʹ͍ͭͯݕ౼͕ඞཁɻ wಡΈࠐΈͷεέʔϧ͕ඞཁͳ৔߹΍ো֐࣌ͷ੾Γସ͕͑ඵఔ౓Ͱ໰୊ ͳ͍৔߹͸ɺ௨ৗͷ"VSPSBͱ'BTU'BJMPWFSΛݕ౼͢΂͖ɻ

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