これからのCI、これからのE2E自動テスト / The future of CI, the future of E2E automation testing

by O3(ozono)

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-*/& -*/&'VLVPLB )JSPBLJ0;0/0 0 ͜Ε͔Βͷ$*ɺ͜Ε͔Βͷ&&ࣗಈςετ ୈճ2VFT

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͜Ε͔Βͷ$*ɺ͜Ε͔Βͷ&&ࣗಈςετ w ࠓ೔͓࿩͍ͨ͜͠͠ͱ w ͳͥ͜ͷ࿩Λ͠Α͏ͱࢥͬͨͷ͔ͱ͍͏Ϟνϕʔγϣϯͷ࿩ w ࣗಈςετΤϯδχΞ͔Β4&5΁ϩʔϧΛม͑ͨมભͷ࿩ w ԿʹϑΥʔΧεͨ݁͠ՌͲ͏ͳͬͨͷ͔ͱ͍͏࿩ w ࠓޙࣗಈςετ΍4&5͸Ͳ͏ͳ͍ͬͯ͘ͷ͔ͱ͍͏࿩

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͜Ε͔Βͷ$*ɺ͜Ε͔Βͷ&&ࣗಈςετ w ࠓ೔ͷ໨ඪ w ࣗ૊৫Ͱߦͳ͍ͬͯΔ&&ࣗಈςετ΍4&5ͱͯ͠ͷ׆ಈͷώϯτʹͳΕΕ ͹ʜ w ࣗ૊৫ʹ&&ͷࣗಈςετ΍4&5͕ͳ͍৔߹͸ɺ͏ͪʹ΋͍Δ͔ͳʁΈ͍ͨ ͳٞ࿦ͷखॿ͚ʹͳΕΕ͹ʜ

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w ͋͘·Ͱࢲͷܦݧͷ࿩Ͱ͢ w ۀछɺνʔϜɺ෩౔ͳͲ༷ʑͳ΋ͷʹΑͬͯղ ͸มΘΔͰ͠ΐ͏ w ʮͦΕ͸͕͢͞ʹ஌ͬͯΔΑʂʯΈ͍ͨͳ΋ͷ΋ৄ ͘͠ղઆ͢Δ͜ͱ͕͋Γ·͢ w ఆ͕ٛᐆດͳ΋ͷ͕ଟ͍ w ࠓ೔ղઆ͢Δ΋ͷ w && w $* w ϓϧϦΫ 1VMM3FRVFTU13 ࠓ೔ͷ஫ҙ *NBHFIUUQTXXXJSBTVUPZBDPN

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͜͡͠ΐ͏͔͍

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w -*/&'VLVPLBגࣜձࣾ։ൃࣨ 4&5νʔϜϚωʔδϟʔ w -*/&גࣜձࣾ&*ࣨ4&5νʔϜϚ ωʔδϟʔˡ/&8 ͜͡͠ΐ͏͔͍

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&&ࣗಈςετ͚ͩΛؤு͍ͬͯ ͨ࣌୅ͷ࿩

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w d͘Β͍ͷ࿩ w ౰࣌ࣾ಺Ͱ&&ͷࣗಈςετ Λܧଓతʹɺ͔ͭઐ໳తʹ΍ ͍ͬͯΔνʔϜ͸΄ͱΜͲͳ ͔ͬͨ w ͋ɺ͡Ό͋Զ΍Γ·͢ʙ͘Β ͍ͷϊϦͰ࢝ΊɺνʔϜΛ࡞ ͬͨ &&ࣗಈςετ͚ͩΛؤு͍ͬͯͨ࣌ ୅ͷ࿩ *NBHFIUUQTXXXJSBTVUPZBDPN

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w ͲΜͳ͜ͱ΍ͬͨͷʁ w 4FMFOJVN"QQJVNΛϝΠϯʹ ࢖ͬͯ&&ࣗಈςετΛॻ͖· ͬͨ͘ w ࣾ಺ʹࣗՈ੡؆қ%FWJDFGBSN ࡞ͬͨ w ࣗՈ੡3FQPSUJOHTZTUFN࡞ͬ ͨ &&ࣗಈςετ͚ͩΛؤு͍ͬͯͨ࣌ ୅ͷ࿩ *NBHFIUUQTXXXJSBTVUPZBDPN

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w ͳΜͰ΍͍ͬͯͨͷʁ w धཁ͕͔͋ͬͨΒ w ࣗ෼Ͱ࡞Βͳ͍ͱແ͔͔ͬͨΒ w ౰࣌ࣗಈςετܥΛઐ໳Ͱ΍ͬ ͍ͯΔਓ͕গͳ͔ͬͨͷ΋͋ͬ ͯɺ΍Ε͹ධՁ͞ΕΔΑ͏ͳ࣌ ୅͔ͩͬͨΒ &&ࣗಈςετ͚ͩΛؤு͍ͬͯͨ࣌ ୅ͷ࿩ *NBHFIUUQTXXXJSBTVUPZBDPN

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w ͲΜͳ͜ͱΛ໨ඪʹ͍ͯͨ͠ ͷʁ w ͱʹ͔͘ςετέʔε਺Λ૿΍ ͢ɻͱʹ͔͘ରԠ͢ΔϓϩδΣ ΫτΛ૿΍͢ w ଍Γͳ͍΋ͷ͸ͱʹ͔͘࡞Δ &&ࣗಈςετ͚ͩΛؤு͍ͬͯͨ࣌ ୅ͷ࿩ *NBHFIUUQTXXXJSBTVUPZBDPN

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ͦͯ͠ײͨ͡ݶք *NBHFIUUQTXXXJSBTVUPZBDPN

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w ͋΍;΍ͳ໨ඪɾ໨త w ܾΊΒΕͳ͍ୡ੒ࢦඪ w શ࣮͘ײͰ͖ͳ͍ϓϩδΣΫτ΁ͷߩ ݙ w ௥͍͔ͭͳ͍εΫϦϓτमਖ਼ w Α͘Θ͔Βͳ͍ݪҼͰෆ҆ఆʹͳΔ &&ࣗಈςετͷࢁ w ஗͗͢ΔEFWFMPQFS΁ͷGFFECBDL ͦͯ͠ײͨ͡ݶք *NBHFIUUQTXXXJSBTVUPZBDPN

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w ͋΍;΍ͳ໨ඪɾ໨త w ܾΊΒΕͳ͍ୡ੒ࢦඪ w શ࣮͘ײͰ͖ͳ͍ϓϩδΣΫτ΁ͷߩ ݙ w ௥͍͔ͭͳ͍εΫϦϓτमਖ਼ w Α͘Θ͔Βͳ͍ݪҼͰෆ҆ఆʹͳΔ &&ࣗಈςετͷࢁ w ஗͗͢ΔEFWFMPQFS΁ͷGFFECBDL ͦͯ͠ײͨ͡ݶք IUUQTRJJUBDPNP[IJSPJUFNTBBDBEG

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w ͋΍;΍ͳ໨ඪɾ໨త w ܾΊΒΕͳ͍ୡ੒ࢦඪ w શ࣮͘ײͰ͖ͳ͍ϓϩδΣΫτ΁ͷߩ ݙ w ௥͍͔ͭͳ͍εΫϦϓτमਖ਼ w Α͘Θ͔Βͳ͍ݪҼͰෆ҆ఆʹͳΔ &&ࣗಈςετͷࢁ w ஗͗͢ΔEFWFMPQFS΁ͷGFFECBDL ͦͯ͠ײͨ͡ݶք *NBHFIUUQTXXXJSBTVUPZBDPN ࠓ೔࿩͍ͨ͜͠ͱ

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௥͍͔ͭͳ͍εΫϦϓτमਖ਼

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w αʔϏεͷมԽɾ੒௕ͱಉ࣌ʹ 6*͕มԽ͍ͯ͘͠ͷ͸౰વ w ໰୊͸৽نʹςετΛ௥Ճ͠ͳ ͕Βɺ๲ΒΈଓ͚Δमਖ਼Օॴʹ ௥ैͰ͖ͳ͍ ௥͍͔ͭͳ͍εΫϦϓτमਖ਼ *NBHFIUUQTXXXJSBTVUPZBDPN

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w ଐਓੑΛݮΒ͠ɺࣗಈςετΛ৮ΕΔ मਖ਼Ͱ͖Δ ਓ ͨͪΛ૿΍͍͕ͨ͠ʜ w &&ͷεΫϦϓτ͚ͩͱ͸͍͑ɺ͋Δఔ౓ͷ஌ࣝ ͕ඞཁʹͳΔ࠾༻ɺڭҭ͕͔ͳΓͷϋʔυϧʹ w ͚ͩ͜͜ͷ࿩ɺ͡Ό͋୭Ͱ΋৮ΕΔΑ͏ͳ&& UFTUQMBUGPSN࡞Δ͔ͱܾ৺ͯ͠͠Εͬͱ࡞ͬͯ· ͨ͠ ೥͘Β͍લ ݸਓ΍খن໛ͷνʔϜͰͰ ͖Δن໛͡Όͳ͍ͳɺͱ1P$ޙૣʑʹஅ೦ w ͦ͏͜͏͍ͯ͠Δ͏ͪʹૉ੖Β͍͠5FTU"T" 4FSWJDF͕ੈͷதʹͨ͘͞Μग़ͯ͘Δ͏ʔΉɺ &&ࣗಈςετॻ͚Ε͹͍͍ͬͯ࣌୅͸΋͏ऴΘ ͬͨͳɻࣗ෼͸͜Ε͔ΒઌͲ͏ϓϩμΫτʹߩݙ ͍ͯ͜͠͏͔ͳʜ ௥͍͔ͭͳ͍εΫϦϓτमਖ਼ *NBHFIUUQTXXXJSBTVUPZBDPN

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w ͜͏͕ͯ͠Ή͠ΌΒʹ&&ࣗಈςετ͚ͩΛॻ͍ ͖ͯͨࣗ෼ͷΩϟϦΞʹٙ໰Λ࣋ͬͨͷͰͨ͠ w ࣗ෼͸&&ࣗಈςετΛॻ͘ &&ࣗಈςετ ʹؔ܎͋Δ΋ͷΛ࡞Δ ϩʔϧɺ%FWFMPQFS͸ αʔϏεΛ࡞Δϩʔϧɻ྆ऀ͸͖ͬ͘Γ෼͔ Εͯͳ͍ͱ͍͚ͳ͍ʁ w ࠓ೔͸ޠΒͳ͍͚Ͳ ςετ͸&&͚ͩ͡Ό ͳ͍ɻଞͷςετͰ΍Ζ͏ͱ͍ͯ͠Δςετ ͷޮՌΛಘΒΕͳ͍͔ʁ w &&ࣗಈςετ͚ͩʹݻࣥͤͣɺࢹ໺͕޿͕ Δ෍ੴʹ ௥͍͔ͭͳ͍εΫϦϓτमਖ਼ *NBHFIUUQTXXXJSBTVUPZBDPN

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Α͘Θ͔Βͳ͍ݪҼͰෆ҆ఆʹͳ Δ&&ࣗಈςετͷࢁ

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w ·ͣɺΑࣗ͘ಈςετͷ෼໺Ͱ͸'MBLZ ϑ ϨʔΩʔ ͱ͍͏ݴ༿͕࢖ΘΕΔ w ಉ͡ίʔυͳͷʹςετ͕੒ޭͨ͠Γɺ ࣦഊͨ͠Γ͢Δঢ়ଶΛࢦ͢ͱ͖ʹ࢖ΘΕ Δ w &&ࣗಈςετ͸Ұൠʹ'MBLZͳςετʹ ͳΓ΍͍͢ w ݪҼ͕εΫϦϓτࣗ਎ʹ͋Δ৔߹΋͋Δ ͠ɺͦ΋ͦ΋&&ͷࣗಈςετ؀ڥࣗମ ͕'MBLZʹͳΔཁҼΛଟ͍࣋ͬͯ͘Δ Α͘Θ͔Βͳ͍ݪҼͰෆ҆ఆʹͳΔ &&ࣗಈςετͷࢁ *NBHFIUUQTXXXJSBTVUPZBDPN

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ͳͥʁ &&ࣗಈςετ͸ෆ҆ఆʹͳΓ΍͍͢ʁ *NBHFIUUQTXXXJSBTVUPZBDPN

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&&UFTU*OUFHSBUJPOUFTU6OJUUFTU *NBHFIUUQTXXXJSBTVUPZBDPN ΞϓϦ "1*αʔόʔ ܾࡁαʔϏε ϩάΠϯαʔϏε &&UFTU ΞϓϦ "1*αʔόʔ ܾࡁαʔϏε ϩάΠϯαʔϏε *OUFHSBUJPOUFTU ΞϓϦ "1*αʔόʔ ܾࡁαʔϏε ϩάΠϯαʔϏε 6OJUUFTU .PDL .PDL .PDL .PDL .PDL ղઆ͢Δλʔϯ

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&&UFTU*OUFHSBUJPOUFTU6OJUUFTU *NBHFIUUQTXXXJSBTVUPZBDPN ΞϓϦ "1*αʔόʔ ܾࡁαʔϏε ϩάΠϯαʔϏε *OUFHSBUJPOUFTU ΞϓϦ "1*αʔόʔ ܾࡁαʔϏε ϩάΠϯαʔϏε 6OJUUFTU .PDL .PDL .PDL .PDL .PDL w ςετ͍ͨ͠Ұ෦෼͚ͩɺ͋Δ͍͸Ұͭ ͷ૊Έ߹Θ͚ͤͩΛςετ͢Δ w ࣮ࡍʹܨ͕ͳ͍෦෼͸ϞοΫ͢Δ w ෆ҆ఆཁૉΛίϯτϩʔϧͰ͖Δ w ςετ͝ͱʹ؀ڥΛಠཱͤ͞ΒΕΔ σʔλಠཱੑ͕ߴ͍ฒྻ౓Λߴ͘͠ ΍͍͢ w ϞοΫ͢Ε͹͢Δ΄Ͳɺݱ࣮ੈք͔Β͸ ཭ΕΔϞοΫΛ࢖ͬͨςετͰ͸͏ ·͍ͬͯ͘Δͷʹ࣮ࡍʹϦϦʔεͨ͠Β ͏·͍͔͘ͳ͍ύλʔϯ͕ग़ͯ͘ΔՄೳ ੑ͕ߴ͘ͳ͍ͬͯ͘ ղઆ͢Δλʔϯ

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&&UFTU*OUFHSBUJPOUFTU6OJUUFTU *NBHFIUUQTXXXJSBTVUPZBDPN ΞϓϦ "1*αʔόʔ ܾࡁαʔϏε ϩάΠϯαʔϏε &&UFTU w &OEUP&OE ୺͔Β୺·Ͱ w ࣮ࡍʹϢʔβʔ͕৮Δ؀ڥͱ΄΅ಉ͡ঢ়ଶΛࢦ͢͜ͱ ͕ଟ͍6*ͷ&&ࣗಈςετͱ͍͏ͱɺϢʔβʔ͕࣮ ࡍʹ৮Δϒϥ΢β΍ΞϓϦΛಈ͔ͯ͠ςετ͢Δ w ొ৔ਓ෺͕ଟ͍Ͳ͔͜Ұ͔ॴͰ༧ظͤ͵໰୊͕ى ͖͚ͨͩͰςετ͸ࣦഊ͢Δෆ҆ఆʹͳΓ΍͍͢ w ྫ͑͹ܾࡁαʔϏεͱϩάΠϯαʔϏε͸ผͷνʔϜ ձࣾ ͕୲౰͍ͯ͠Δ͜ͱ΋͋Γ͑Δࣗ෼ͷνʔϜ ͚ͩͰ͸੍ޚͰ͖ͳ͍৔߹͕͋Δ w "͞Μ͕ߦͬͨมߋ͕#͞ΜʹӨڹ͢ΔՄೳੑ͕͋Δ σʔλͷಠཱੑΛ୲อ͠ʹ͍͘ςετͷฒྻੑ ʹ΋Өڹ͕ग़Δ ղઆ͢Δλʔϯ

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w &&ࣗಈςετΛ҆ఆͤ͞Δʹ͸ w εΫϦϓτࣗମͷ҆ఆੑΛߴΊ Δ w αʔϏεࣗମͷ҆ఆੑΛߴΊΔ w σʔλಠཱੑ͕ߴ͍ ςετಉ ͕࢜ׯব͠ͳ͍ &&ࣗಈςε τ؀ڥΛ࡞Δʜ࡞ΕΔʁ Α͘Θ͔Βͳ͍ݪҼͰෆ҆ఆʹͳΔ &&ࣗಈςετͷࢁ *NBHFIUUQTXXXJSBTVUPZBDPN

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஗͗͢Δ%FWFMPQFS΁ͷ 'FFECBDL

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w ৽͍͠ػೳΛ͍͔ͭ͘࡞ͬͯɺ2"؀ڥ΁ϦϦʔεͯ͠ɺ͍͟ 2"ϑΣʔζͰςετͯ͠΋ΒͬͨΒେྔʹόά͕ใࠂ͞Εͨ ͱ͖ w ຊ൪؀ڥ΁ϦϦʔε͢Δલʹ͍ͬͺ͍ݟ͚ͭͯ͘ΕͯϚ δ͋Γ͕͍ͨʜ w ͱɺಉ࣌ʹࢥ͏͜ͱ ΤϯδχΞͷ৺ڥ w ෳ਺ͷϓϧϦΫ͕ࠞͬͯ͡Δ͔ΒͲΕ͕ݪҼ͔੾Γ ෼͚Δͷਏ͍ w ਖ਼௚͜ͷػೳ࡞ͬͨͷ΋͏͍ͩͿલͳͷͰ֮͑ͯͳ ͍ɻࡢ೔ͷࣗ෼͑͞ଞਓͩͱࢥ͍ͬͯΔ w 2"ϑΣʔζͰ͍ͬͺ͍໰୊Λݟ͚ͭͯ͘ΕΔͷ͸͋Γ͕ͨ ͍ҰํɺͤΊͯࣗ෼͕΍͍ͬͯΔ&&ࣗಈςετ͚ͩͰ΋΋ ͏ͪΐͬͱૣ͘'FFECBDLͰ͖ͳ͍΋ͷ͔ͱϞϠϞϠ͍ͯ͠ ͨ ஗͗͢Δ%FWFMPQFS΁ͷ'FFECBDL *NBHFIUUQTXXXJSBTVUPZBDPN

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ϓϧϦΫ 1VMM3FRVFTU13 *NBHFIUUQTXXXJSBTVUPZBDPN ղઆ͢Δλʔϯ 'VODUJPO" .BUFS .BJO CSBODI 'VODUJPO# 1VMM3FRVFTU .FSHF .FSHF 1VMM3FRVFTU 3FWJFXFS 3FWJFXFS &OHJOFFS &OHJOFFS

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w ໰୊Λݟ͚ͭͨΒ΋ͬͱૣ͘ %FWFMPQFS΁'FFECBDLͨ͠ ͍ɻ͡Ό͋2"ϑΣʔζͷલ ʹɺ΋ͬͱݴ͑͹։ൃதʹɺϓ ϧϦΫ୯ҐͰ&&ࣗಈςετճ ΔΑ͏ʹ͢Ε͹͍͍ͷͰ͸ʁͰ ΋ͦΜͳ͜ͱຊ౰ʹͰ͖Δʁ ஗͗͢Δ%FWFMPQFS΁ͷ'FFECBDL *NBHFIUUQTXXXJSBTVUPZBDPN

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w ग़དྷ্͕ͬͨ΋ͷΛͲ͏&&Ͱ ςετ͢Δ͔ͱ͍͏ͱ͜Ζʹݻ ͍ࣥͯͨ͠ w &&ࣗಈςετΛ҆ఆతʹӡ༻ ͍ͯ͘͠ʹ͸σʔλಠཱੑ͕ߴ ͍؀ڥΛ࡞Βͳ͍ͱ͍͚ͳ͍ w %FWFMPQFS΁΋ͬͱૣ͘ 'FFECBDLΛ͍ͨ͠ʂʂ ͜͜·Ͱͷ·ͱΊ *NBHFIUUQTXXXJSBTVUPZBDPN

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ͦͯ͠4&5ʹγϑτ͍ͯ͘͠

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4PGUXBSF&OHJOFFSJO5FTU %9 %FWFMPQFSF9QFSJFODF։ൃऀମݧ ͷ޲্

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w ग़དྷ্͕ͬͨ΋ͷΛͲ͏&&Ͱ ςετ͢Δ͔ͱ͍͏ͱ͜Ζʹݻ ͍ࣥͯͨ͠ w &&ࣗಈςετΛ҆ఆతʹӡ༻ ͍ͯ͘͠ʹ͸σʔλಠཱੑ͕ߴ ͍؀ڥΛ࡞Βͳ͍ͱ͍͚ͳ͍ w %FWFMPQFS΁΋ͬͱૣ͘ 'FFECBDLΛ͍ͨ͠ʂʂ ͦͯ͠4&5ʹγϑτ͍ͯ͘͠ w %FWFMPQFSνʔϜͷதʹೖ͍ͬͯ ͬͯɺςετ͠΍͍͢؀ڥΛࣗ෼ Ͱ࡞ͬͪΌ͓͏ w ຖճܾ·ͬͨσʔλͷঢ়ଶͰαʔ ϏεΛ্ཱͪ͛ͯɺςετ͕ऴΘ ͬͨΒࣗಈͰ࡟আ͞ΕΔΑ͏ʹ w ϓϧϦΫ࡞ͬͨΒࣗಈతʹˢͷঢ় ଶʹͳΔΑ͏ͳ$*؀ڥΛ࡞ͬͪΌ ͓͏

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&&Y$*ʹײ͡ΔՄೳੑ

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$* $POUJOVPVT*OUFHSBUJPO *NBHFIUUQTXXXJSBTVUPZBDPN ղઆ͢Δλʔϯ 'VODUJPO" .BUFS .BJO CSBODI 'VODUJPO# 1VMM3FRVFTU .FSHF .FSHF 1VMM3FRVFTU 3FWJFXFS 3FWJFXFS &OHJOFFS &OHJOFFS w ܧଓతʹ $POUJOVPVT ɺ౷߹͢Δ *OUFHSBUJPO ɺϓϩηεͷ͜ͱ w ࡢࠓͷXFCܥ։ൃͰ͸ΈΜͳ౰ͨΓલ ͷΑ͏ʹ΍͍ͬͯΔ

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$* $POUJOVPVT*OUFHSBUJPO *NBHFIUUQTXXXJSBTVUPZBDPN ղઆ͢Δλʔϯ 'VODUJPO" .BUFS .BJO CSBODI 'VODUJPO# .FSHF .FSHF 3FWJFXFS 3FWJFXFS &OHJOFFS &OHJOFFS w 6OJUUFTU *OUFHSBUJPOUFTU -JOUFS 'PSNBUUFS ίʔυղੳͳͲ w ։ൃऀ͸$*πʔϧ͕ಈ͍͍ͯΔ͜ͱΛҙࣝ͢Δ ඞཁ͸ͳ͍ϓϧϦΫΛ࡞ͬͨΒɺػցత ʹɺࣗಈతʹ࣮ߦ͞ΕΔ w $*ʹ&&ࣗಈςετΛ૊ΈࠐΉྫ͸গͳ͍ $*5PPM $*5PPM 1VMM3FRVFTU 1VMM3FRVFTU

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ͳͥʁ ͳΜͰ&&ࣗಈςετ͸$*ʹ૊ΈࠐΈʹ͍͘ʁ *NBHFIUUQTXXXJSBTVUPZBDPN

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&&Y$*ʹײ͡ΔՄೳੑ *NBHFIUUQTXXXJSBTVUPZBDPN ΞϓϦ "1*αʔόʔ ܾࡁαʔϏε ϩάΠϯαʔϏε &&UFTU w ొ৔ਓ෺͕ଟ͍&&ࣗಈςετ͸ෆ҆ఆʹ ͳΓ΍͍͢$*πʔϧʹ૊ΈࠐΈʹ͍͘ w σʔλͷಠཱੑΛ୲อ͠ʹ͍͘ಉ࣌ଟ ൃతʹಈ͘$*πʔϧʹ૊ΈࠐΈʹ͍͘

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13%SJWFO&&5FTUJOH

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13%SJWFO&&5FTUJOH *NBHFIUUQTXXXJSBTVUPZBDPN 'VODUJPO" .BUFS .BJO CSBODI .FSHF 3FWJFXFS &OHJOFFS $*5PPM 1VMM3FRVFTU w $*؀ڥͰ&&ࣗಈςετͰ͖ΔΑ͏ʹɺϓϧϦΫ͝ ͱʹ࢖͍ࣺͯͷ؀ڥΛຖճ࡞Δ w ϓϧϦΫ͝ͱʹσʔλϕʔεΛ࡞ΔͷͰɺσʔλͷ ಠཱੑ͸ۃΊͯߴ͍ w &&ࣗಈςετΛϓϧϦΫ୯ҐͰ࣮ߦ͢ΔͷͰɺό άͬͨͱ͖ͷݪҼ௥ٴͱ'FFECBDL͕֨ஈʹૣ͘ͳ ͬͨ

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13%SJWFO&&5FTUJOH ͜ͷ͋ͨΓͷٕज़తͳৄࡉʹؔͯ͠͸͢Ͱʹ͍ΖΜͳͱ͜ΖͰ࿩Λ͍ͯ͠·͢ͷͰͦͪΒΛ͝ࢀর͍ͩ͘͞ʂ IUUQTXXXTMJEFTIBSFOFU.BJ,BOFLPIPXXPSLBTBTFUJOMJOF IUUQTMJOFEFWEBZMJOFDPSQDPNFOTFTTJPOT

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13%SJWFO&&5FTUJOHͰͲΜͳ ͍͍͜ͱ͕͔͋ͬͨ

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w ࣮ࡍʹૣ͍GFFECBDL͕Ͱ͖ΔΑ͏ʹͳͬͨ w %FWFMPQFSͷ҆৺ײ্͕͕ͬͨ w ίʔυϦϑΝΫλϦϯά͕΍Γ΍͘͢ͳͬ ͨͱ͍͏੠ര૿ w 1SFWJFX͕͍͍ͱ͍͏࿩ w ࢖͍ࣺͯͷ؀ڥΛ࡞ΕΔͷͰɺ͜ͷ63-Ͱ ࠶ݱͰ͖·͢ʂΈ͍ͨͳ࢖͍ํ͕Ͱ͖ΔΑ ͏ʹͳͬͨ w ݪҼͱͳͬͨΤϥʔΛ௥ٴ͠΍͘͢ͳͬͨ ͷͰɺ࣮ࡍʹGSPOUFOEͷqBLZ͞Λղফͨ͠ ࣄྫ΋Ͱ͖ͯͨ 13%SJWFO&&5FTUJOHͰͲΜͳ͍ ͍͜ͱ͕͔͋ͬͨ *NBHFIUUQTXXXJSBTVUPZBDPN

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͜Ε͔Βͷ$*ɺ͜Ε͔Βͷ&&ࣗಈςετ

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w &&ࣗಈςετΛ࡞Ε͹͍͍͚ͩͷ࣌ ୅͸ࣗ෼ͷͳ͔Ͱ͸ऴΘͬͨ w ͍͔ʹ&&ࣗಈςετΛܧଓతʹɺ ޮՌతʹ࢖͍͔͕ͬͯ͘উෛ w ࠓޮՌతʹ࢖͍͑ͯͳ͍ͳΒɺ࢖͑ Δ؀ڥΛࣗ෼Ͱ࡞ͬͪΌ͏ͷ΋͋Γ w ࣗ෼Ͱ΍Δͷ͸ϋʔυϧߴ͍ͬͯ ৔߹͸ɺૉఢͳಉ྅ͨͪΛཔΓ ·͠ΐ͏ɻશ෦Λࣗ෼Ͱ΍ΕΔ ඞཁ͸͋Γ·ͤΜ ͜Ε͔Βͷ$*ɺ͜Ε͔Βͷ&&ࣗಈς ετ ·ͱΊͰ͢ *NBHFIUUQTXXXJSBTVUPZBDPN

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w ࠓ·ͰҎ্ʹଟ༷ͳ$*πʔϧαʔϏε͕ ࢢ৔ʹᷓΕΔ w छྨ XFCʁNPCJMFʁ ΍؀ڥ Φϯϓ ϨʁΫϥ΢υʁ,Tʁ ͳͲʹಛԽͨ͠ ΋ͷ͕044΍঎༻໰Θͣଓʑग़͖ͯͯ ͍Δ w Ͳ͏࢖͍͜ͳͤΔ͔Ͱ&&ࣗಈςετ ͷྑ͕͞Կഒ΋ੜ͔ͤΔ w ࠓ೔͸࿩ͤͳ͔͕ͬͨ ผʹ&&ʹͩ͜Θ Δඞཁ͕ͳ͍έʔε΋ͨ͘͞Μ͋Δɻͦ ͏͍ͬͨ࢓෼͚͕Ͱ͖Δ͜ͱ΋ॏཁ ͜Ε͔Βͷ$*ɺ͜Ε͔Βͷ&&ࣗಈς ετ ·ͱΊͰ͢ *NBHFIUUQTXXXJSBTVUPZBDPN

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