Javaアプリケーションのアーティファクト管理と DevSecOps / Java artifacts management and DevSecOps

by ihcomega56

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+BWBΞϓϦέʔγϣϯͷ ΞʔςΟϑΝΫτ؅ཧͱ %FW4FD0QT ++6($$$'BMM

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Α͜ͳͰ͢ 1 • +'SPHͷ%FWFMPQFS"EWPDBUF • %FW0QTΛ޿ΊΔ͓࢓ࣄ • લ৬·Ͱ͸ओʹόοΫΤϯυͷ։ൃ ʢ4*FS ޿ࠂձࣾ ূ݊ελʔτΞοϓʣ • Ͳ͏Ϳͭͷ৿ͷΞϓσخ͍͠ !"#$$%&' (#)*+,%-.

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ΞʔςΟϑΝΫτͱ͸ 2 • ΞʔςΟϑΝΫτϏϧυ΍ύοέʔδϯάΛܦͯੜ੒ ͞ΕͨϑΝΠϧͷ͜ͱ • +"3 8"3 ίϯςφΠϝʔδͳͲ • ʮόΠφϦϑΝΠϧʯͱ΋ݴ͏ ͦͷଞݺশ༷ʑ

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%FW4FD0QTͱ͸ •%FWͱ0QTʹՃ͑ͯɺ4FDVSJUZ΋ڠۀͯ͠ιϑτ΢ΣΞΛ ࡞͍ͬͯ͘ 3 3 ։ൃ ӡ༻ ηΩϡ ϦςΟ !"#$% &'()*+,- ./0

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ͦ΋ͦ΋ηΩϡϦςΟͬͯʜ 4 • Πϯϑϥɺιϑτ΢ΣΞɺ ώϡʔϚϯΤϥʔͳͲؾʹ ͢΂͖͜ͱ͸ଟذʹΘͨΔ • શͯΛηΩϡϦςΟ୲౰ʹ ؙ౤͛ͤͣɺαʔϏεվળ ͷͨΊʹڠྗΛଓ͚Δ • %FW4FD0QTͷλʔήοτ͸ ιϑτ΢ΣΞͷηΩϡϦ ςΟͰ͋Δ ʮ8IBUBSFUIFMBZFSTPGTFDVSJUZ "DZCFSTFDVSJUZSFQPSUʯ IUUQTHPNJOETJHIUDPNJOTJHIUTCMPHXIBUBSFUIFMBZFSTPGTFDVSJUZ

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5 ίϥϘϨʔγϣϯʹΑΔڀۃͷΰʔϧ ΤϯυϢʔβʔʹૉૣ͘Ձ஋Λಧ͚ଓ͚Δ͜ͱ ϑΟʔυ όοΫ Ձ஋ ৽ػೳɺ ϑΟʔνϟʔ 12*3456 7869: ;<=>?@

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ڀۃͷΰʔϧΛ໨ࢦͯ͠ • ϦϦʔεճ਺Λ૿΍͢ ϦϦʔε·Ͱͷ࣌ؒΛ୹͘͢Δ • ࡞ۀΛޮ཰Խ͢Δ • ࡞ۀΛεέʔϧͤ͞Δ • ϛε΍τϥϒϧΛݮΒ͢ ૣ͘ݟ͚ͭͯରԠ͢Δ ˠʮ%FW0QTʯ΍ʮΞδϟΠϧ։ൃʯ͸จԽɺ࢟੎ͱ ͯ͜͠ΕΛ໨ࢦ͢ αʔϏεͷվળ͸΋ͪΖΜɺϦιʔεෆ଍΍໘౗ͳ࡞ۀͱ͍ͬͨ ։ൃऀ๊͕͑Δ਎ۙͳ೰Έͷλωʹ΋ޮ͘ 6

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ૉૣ͍ϦϦʔεͱ҆શੑͷ ཱ྆ΛͲ͏࣮ݱ͍͔ͯ͘͠ 7

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$*$%ϦϦʔε·Ͱͷ࣌ؒΛ୹͘͢Δ • ܧଓతΠϯςάϨʔγϣϯ $POUJOVPVT*OUFHSBUJPO • ։ൃͨ͠ιʔείʔυΛසൟʹηϯτϥϧϦϙδτϦ ʹϚʔδ͠ɺࣗಈϏϧυɾςετΛߦ͏ • ܧଓతσϦόϦʔ $POUJOVPVT%FMJWFSZ • ࣗಈͰΞʔςΟϑΝΫτΛϦϙδτϦʹެ։͢Δ • ܧଓతσϓϩΠϝϯτ $POUJOVPVT%FQMPZNFOU • ࣗಈͰຊ൪؀ڥ΁ͷσϓϩΠΛߦ͏ 8

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νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ ܧଓతΠϯςάϨʔγϣϯ ܧଓత σϦόϦʔ ܧଓత σϓϩΠϝϯτ 9 $*$% 9

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%FW4FD0QTͷϙΠϯτ ηΩϡϦςΟΛ ιϑτ΢ΣΞͷ։ൃϥΠϑαΠΫϧʹ૊ΈࠐΉ ˺$*$%ύΠϓϥΠϯʹ૊ΈࠐΉ • ͳΔ΂ࣗ͘ಈԽ͢Δ • ૣ͍λΠϛϯάͰ໰୊Λݕग़͢Δ γϑτϨϑτ 10

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ιϑτ΢ΣΞͷηΩϡϦςΟ΋৭ʑ • ڴҖϞσϦϯά 5ISFBUNPEFMJOH • ੩తΞϓϦέʔγϣϯηΩϡϦςΟςετ 4"45 • ಈతΞϓϦέʔγϣϯηΩϡϦςΟςετ %"45 • ιϑτ΢ΣΞίϯϙδγϣϯղੳ 4$" • ϑΝδϯά GV[[JOH • ϖωτϨʔγϣϯςετ ͳͲ 11

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12 ιϑτ΢ΣΞͷηΩϡϦςΟ΋৭ʑ 12 ڴҖ ϞσϦϯά 4"45 %"45 ϖϯςετ 4$" ϑΝδϯά 4"45 ϒϥοΫ ϘοΫε ςετ %"45 ϖϯςετ ϗϫΠτ ϘοΫε ςετ ϑΝδϯά 4$" ˞ਤ͸ҰྫͰ͢ νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ

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ؔ৺ͷର৅΋৭ʑ • ࣗ෼͕ͨͪॻ͍ͨ΋ͷ։ൃ࡞ۀͰग़དྷΔίʔυ΍ઃఆ • ࣗ෼ͨͪҎ֎͕ॻ͍ͨ΋ͷ044 ϥΠϒϥϦͳͲ 13

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৭ʑ͋Δ͚Ͳ 14 /01234 567189:;< /=1<3>?@ ABC4567D EFGHIJK43

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࣮ࡍʹಈ͘ΞϓϦΛνΣοΫ 15 • ಈతΞϓϦέʔγϣϯηΩϡϦςΟςετ %"45 • αʔόʔʹσϓϩΠ࣮͠ࡍʹಈ͍͍ͯΔιϑτ΢ΣΞʹ ؚ·ΕΔ੬ऑੑɺϦεΫ΍ରԠͷۓٸ౓ͳͲΛચ͍ग़͢ • ʮ੬ऑੑ਍அʯͱ͍͏޻ఔͱͯ͠։ൃϥΠϑαΠΫϧʹ ૊Έࠐ·Ε͍ͯΔ૊৫΋ଟ͍ ABCDEF GHI$JKL MN

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࣮ࡍʹϦϦʔε͢Δ΋ͷɺ ࣗ෼͕ͨͪॻ͍ͯ࡞ͬͨ΋ͷΛ ಈ͔͔ͯ֬͠ΊΔʜ ࣗવͳൃ૝ͩ͠ཧղ͠΍͍͢ 16

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͔͠͠ ͦΕ͚ͩͰ͸଍Γͳ͍ʂ 17

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044ͷηΩϡϦςΟΛ๨Εͣʹ 18

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044ͷηΩϡϦςΟΛ๨Εͣʹ 19 • ׂҎ্ͷ૊৫͕ιϑτ΢ΣΞ։ൃʹ044Λ༻͍͍ͯΔ • 044ͷ΄ͱΜͲ͸ߋʹผͷ044ʹґଘ͓ͯ͠ΓσϓϩΠ ͢Διϑτ΢ΣΞʹ͸ࣗ෼ͷ೺Ѳ͍ͯ͠ͳ͍ίʔυ͕େ ྔʹؚ·ΕΔ ʮ&YQMPSFZPVS044EFQFOEFODJFT7JTVBMMZʯ IUUQTXXXMJOLFEJODPNQVMTFFYQMPSFZPVSPTTEFQFOEFODJFTWJTVBMMZNJDIBFMNVMMFS

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044ͷ੬ऑੑʹΑΔࣄྫ 20 ೔ܦΫϩεςοΫ ೥݄೔ܝࡌʮ·ͨ΋4USVUT੬ऑੑඃ֐ɺࠃަলͰ໿ສ݅ͷ৘ใྲྀग़͔ʯ IUUQTYUFDIOJLLFJDPNJUBUDMOFXT

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044ͷ੬ऑੑʹΑΔࣄྫ 21 ೔ܦΫϩεςοΫ ೥݄೔ܝࡌʮ 8FCαΠτͷ੬ऑੑΛ೥લ͔Β์ஔ͔ɺϝχίϯ৘ใ࿙ӮͷݪҼʯ IUUQTYUFDIOJLLFJDPNBUDMOYUDPMVNO

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22 αϓϥΠνΣʔϯ߈ܸ ग़యɿ ;%/FU೥݄೔ܝࡌʮถ੓෎ͳͲ΁ͷେن໛αΠόʔ߈ܸɺ4PMBS8JOETͷιϑτ΢ΣΞߋ৽Λѱ༻ʯ IUUQTKBQBO[EOFUDPNBSUJDMF

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࡞੒ͨ͠ιϑτ΢ΣΞͷνΣοΫ Y ࢖༻͢Δ044ͷνΣοΫ ྆ํߦ͏͜ͱ͕େࣄ 23

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• ચ͍ग़͠ɾϥϯΫ෇͚ͳͲશͯΛखಈͰߦ͏ • ϦϦʔε௚લʹߦ͏ 24 044ͷνΣοΫେ/( 24 UVWXX QXYL$.% SZ[\I]

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25 044ΛࣗಈνΣοΫ 25 ڴҖ ϞσϦϯά 4"45 %"45 ϖϯςετ 4$" ϑΝδϯά νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ

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26 26 4$" νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ 044ΛࣗಈνΣοΫ ιϑτ΢ΣΞίϯϙδγϣϯղੳͷ͜ͱ

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27 044ΛૣΊɾఆظతʹࣗಈνΣοΫ 27 4$" 4$" ˞؀ڥʹΑͬͯ͸ *%&༻ϓϥάΠϯʹΑΔ ։ൃதͷνΣοΫ΋Մ νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ

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͜͜ʹߦ͖ணͨ͘Ίʹ͸ 28

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ࣗ෼ͨͪͰॻ͍ͯੜ੒ͨ͠ ιʔείʔυ͚ͩΛ ؅ཧɾνΣοΫ͢ΔͷͰ͸ ଍Γͳ͍ʂ 29

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ΞʔςΟϑΝΫτΛ ؅ཧ͠Α͏ 30

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• ΞʔςΟϑΝΫτΛอ؅͢Δઐ༻ͷπʔϧ • ΞʔςΟϑΝΫτΛεΩϟϯͯ͠੬ऑੑ΍ϥΠηϯε ͷνΣοΫ͕Ͱ͖Δ4$"πʔϧͱ૊Έ߹Θͤͯ࢖͑Δ 31 όΠφϦɾ ϦϙδτϦϚωʔδϟʔ 31

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ιʔείʔυ͑͞؅ཧ͓͚ͯ͠͹ ΞʔςΟϑΝΫτͳΜͯ ͍ͭͰ΋࡞ΕΔͷʹɺ Θ͟Θ͟ผͰ؅ཧ͢Δͷʁ 32

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ιʔείʔυ WTΞʔςΟϑΝΫτ 33 ιʔείʔυ • ։ൃʹΑΔվमͷର৅Ͱ͋Γ ϏδωεϩδοΫΛ͸͡Ίͱ ͢Δಠࣗͷ੒Ռ෺ʹ͋ͨΔ • (JUͳͲͷόʔδϣϯ؅ཧ͕ ਁಁ͍ͯ͠Δ ΞʔςΟϑΝΫτ • ґଘղܾ͕ࡁΜͰ͓Γಠࣗͷ ίʔυҎ֎ͷ෦඼΋ؚ·ΕΔ • ग़ՙ σϓϩΠ ର৅ͱͳΔ • ઐ༻πʔϧͰͷ؅ཧ͸ίʔυ ͱൺֱ͢Δͱਁಁ͍ͯ͠ͳ͍

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ΞʔςΟϑΝΫτ͕ॏཁͳཧ༝ 34 • ґଘղܾ͕ࡁΜͰ͍Δ • ग़ՙର৅ͱͳΔ ˣ • ࠷ऴతʹαʔόʔͰಈ͘΋ͷʹؚ·ΕΔ044ͷνΣοΫ ͕ՄೳͱͳΔ • ιʔε಺ͷઃఆϑΝΠϧʹ͸ʮύοέʔδϚωʔδϟʔ͕Կ Λऔಘ༧ఆ͔ʯͱ͍͏৘ใ͔͠ͳ͍ • ಉ͡ιʔείʔυΛϏϧυͯ͠΋ɺΞʔςΟϑΝΫτͷத਎ ͕ຖճಉ͡ͱ͸ݶΒͳ͍ ^*_&*3Q `*a21b6c deRfg QXYPQ./

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35 ΞʔςΟϑΝΫτ͕ॏཁͳཧ༝ ίʔσΟϯά Ϗϧυ ςετσϓϩΠ ݁߹ςετ ୯ମςετ ຊ൪σϓϩΠ ӡ༻ ΞʔςΟϑΝΫτ ஀ੜ ΞʔςΟϑΝΫτ͕࢖ΘΕଓ͚Δ ౓ੜ੒ͨ͠Βຊ൪σϓϩΠ·Ͱಉ͡΋ͷΛ࢖͏ !"#$%&'() *+,-./012 34/56789: ;<2=1>)=1? ιʔείʔυ͕ ΞʔςΟϑΝΫτʹͳΔ·Ͱ

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อ؅͢ΔΞʔςΟϑΝΫτ͸ େ͖͘෼͚ͯछྨ͋Δ 36

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37 όΠφϦɾ ϦϙδτϦϚωʔδϟʔ࢖͍ํᶃ औಘ͢Δ อ؅͢Δ • ࡞੒ͨ͠ΞʔςΟϑΝΫτ͸ʮϩʔΧϧϦϙδτϦʯ ʹอ؅͠ɺγΣΞ΍࠶ར༻Λ͢Δ • ಉ͡ίʔυΛԿ౓΋Ϗϧυ͢ΔͷΛආ͚ ࣌ؒΛઅ໿Ͱ͖Δ ٸ͗ͷ੾Γ໭͠ʹ΋ศརʂ • ඼࣭͕୲อ͞ΕͨΞʔςΟϑΝΫτΛ ࢖͍ճͤΔ hijchk% l*9mnop q#Z[/RPP .%rstuvwx. QVTI EFQMPZ QVCMJTI QVMM SFTPMWF

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38 औಘ͢Δ อ؅͢Δ όΠφϦɾ ϦϙδτϦϚωʔδϟʔͱ4$"ᶃ εΩϟϯ • Ϗϧυͯ͠อ؅ͨ͠ΞʔςΟϑΝΫτʹର͠ɺ࢖ͬͯ ͍Δ044ͷηΩϡϦςΟɾϥΠηϯε νΣοΫ εΩϟϯ Λ͔͚Δ • /(͕ݟ͔ͭͬͨΒऔಘΛېࢭ͠ ࢖Θͳ͍Α͏ઃఆͰ͖Δ

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• औಘͨ͠ΞʔςΟϑΝΫτ͸ʮϦϞʔτ ϦϙδτϦʯʹอ؅͓ͯ͘͠ • Ωϟογϡͷ໾ׂΛՌͨ͢ • ߴ଎ʹऔಘͰ͖Δ • ֎෦ϦϙδτϦʹΞΫηε Ͱ͖ͳͯ͘΋औಘͰ͖Δ औಘͭͭ͠ อ؅͢Δ %PDLFS)VC .BWFO$FOUSBM ͳͲ όΠφϦɾ ϦϙδτϦϚωʔδϟʔ࢖͍ํᶄ 39

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όΠφϦɾ ϦϙδτϦϚωʔδϟʔͱ4$"ᶄ • औಘͯ͠อ؅ͨ͠ΞʔςΟϑΝΫτʹରͯ͠ ࢖͍ͬͯΔ044ͷεΩϟϯΛ͢Δ • /(͕ݟ͔ͭͬͨΒऔಘΛېࢭ͠ ࢖Θͳ͍Α͏ઃఆͰ͖Δ 40 औಘͭͭ͠ อ؅͢Δ %PDLFS)VC .BWFO$FOUSBM ͳͲ εΩϟϯ

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41 ϝλσʔλͰޮ཰Α͘؅ཧ ΞʔςΟϑΝΫτʹʮϝλσʔλʯΛ͚ͭɺϥϕϦϯά ͢Δ͜ͱͰ۠ผ͠΍͘͢͢Δ • ΞʔςΟϑΝΫτ͕૿͑ͯ΋؅ཧ͠΍͍͢ • ϝλσʔλΛݟΔͱΞʔςΟϑΝΫτͷಛ௃͕෼͔Δ • ϝλσʔλͰΞʔςΟϑΝΫτΛݕࡧͰ͖Δ • ґଘؔ܎΍ϝλσʔλͳͲͷࠩ෼͕औΕΔ • 7$4ͷͲͷόʔδϣϯ͕ݩͱͳ͔ͬͨه࿥͠ɺτϥϒϧ࣌ͷ ௐࠪ΍؂ࠪͳͲʹඋ͑Δ͜ͱ͕Ͱ͖Δ

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42 όʔνϟϧϦϙδτϦͰޮ཰Α͘؅ཧ ʮόʔνϟϧϦϙδτϦʯΛ࢖͏ͱɺෳ਺ͷϩʔΧϧɾϦϞʔτ ϦϙδτϦΛଋͶͯԾ૝తʹͭͷϦϙδτϦʹݟͤͯ͘ΕΔ • ༻్ʹԠͯ͡ϦϙδτϦΛ࢖͍෼͚Δඞཁ͕ͳ͍ͷͰૢ࡞ָ͕ όʔνϟϧ ϦϞʔτ ϩʔΧϧ

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43 όΠφϦɾ ϦϙδτϦϚωʔδϟʔ ·ͱΊ 43 • ࡞੒ɾऔಘͨ͠ΞʔςΟϑΝΫτΛอ؅͠ɺ࠶ར༻΍ ഑෍͕Ͱ͖ΔΑ͏ʹ͢Δ • ͜͜ͰΞʔςΟϑΝΫτʹର͢ΔεΩϟϯΛ࣮ࢪ͠ɺ ࢖༻͍ͯ͠Δ044ͷηΩϡϦςΟνΣοΫ 4$" Λߦ͏ ιʔείʔυղੳɺαʔόʔͰՔಇ͍ͯ͠ΔΞϓϦͷ਍அͱ͸ੑ࣭͕ҟͳΔ • $*$%ύΠϓϥΠϯʹ૊ΈࠐΉ͜ͱͰΞʔςΟϑΝΫτ ͷऔಘɾอ؅ɾεΩϟϯͳͲΛશͯࣗಈͰߦ͏ • ࣗಈԽɾޮ཰ԽͷͨΊʹϝλσʔλ͕͔ܽͤͳ͍

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44 ࣮ݱ͍ͨ͠ύΠϓϥΠϯ 44 อ؅ͨ͠ λΠϛϯάͰ 4$" 7$4 #3. TFSWFST TFSWFST ϦϦʔεલʹ 4$" νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ

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͜͜·Ͱͷ͓࿩͸ ͲΜͳݴޠΛ࢖͍ͬͯͯ΋ ಉ͡ߟ͑ํͰ͕͢ 45

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+BWBͷ৔߹ 46 &-ayz HVpX?{| }$8~*jR •€•‚./

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ϏϧυπʔϧͰઃఆͯ͠࢖͏ 47 • TFUUJOHTYNM .BWFO ΍ CVJMEHSBEMF (SBEMF ʹͯɺ ࢖༻͢ΔϦϙδτϦΛઃఆͰ͖Δ

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ϏϧυπʔϧͰઃఆͯ͠࢖͏ 48 • ϦϙδτϦ༻ϓϥάΠϯΛ࢖͏ • QVTIઌϦϙδτϦɾґଘղܾ༻ ϦϙδτϦΛࢦఆ͢Δ • ͦΕͧΕɺϩʔΧϧϦϙδτϦɾ ϦϞʔτϦϙδτϦʹ͋ͨΔ • ྆ํόʔνϟϧϦϙδτϦΛࢦఆ ͢Δ͜ͱ΋Ͱ͖Δ

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$*$%αʔόʔͰઃఆͯ͠࢖͏ 49 • ϏϧυπʔϧͰ͸ͳ͘$*$%αʔόʔଆͰϦϙδτϦͷ ઃఆ͕Ͱ͖Δ৔߹ɺͦͪΒ΋ݕ౼͍ͨ͠ • ϦϙδτϦͱ$*$%πʔϧͷΠϯςάϨʔγϣϯ͕ఏڙ ͞Ε͓ͯΓɺϓϥάΠϯɺ$-*ɺ"1*ͳͲ͕࢖͑Δ͜ͱ ΋ଟ͍

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$*$%αʔόʔͰઃఆͯ͠࢖͏ 50 • ଟ͘ͷ৔߹ɺϦϙδτϦ΁ͷQVTI΍QVMM͸$*$%ͷதͰ ߦΘΕΔ • ϏϧυπʔϧଆʹઃఆΛ࣋ͭͱ • $*$%Ͱ͔͠ඞཁͷͳ͍ઃఆ͕ઃఆϑΝΠϧʹೖΔͷ͕अຐ ʹͳΓ͏Δ • ؀ڥม਺Λ࢖͏ઃܭʹͯ͋͠ΔͱϩʔΧϧͰͷϏϧυࣦഊͷ ݪҼʹͳΔ

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4/"14)05ઐ༻ͷϦϙδτϦ 51 • SFMFBTFόʔδϣϯͱTOBQTIPUόʔδϣϯΛ෼͚ΔจԽ .BWFO༝དྷ ʹͪͳΜͰɺϩʔΧϧϦϙδτϦΛ෼͚ͯ ࡞੒͢Δ͜ͱ͕ଟ͍ • SFMFBTF҆ఆɺෆม 74TOBQTIPU։ൃதɺมߋՄೳ • ໾ׂ΍ϥΠϑαΠΫϧ͕ҟͳΔͷͰ෼͚Δͱ͍͏ߟ͑ํ ྫ͑͹ɺTOBQTIPU͸ফ͑ͨΓյΕͨΓͨ࣌͠ͷӨڹ͕খ͍͞ • ϩʔΧϧϦϙδτϦΛ෼͚ΔͱϦϞʔτϦϙδτϦ΋ͭ • ಉ͡ϦϙδτϦʹೖΕͯϝλσʔλͰࣝผ͢Δ͜ͱ΋Ͱ͖Δ

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πʔϧΛ௥Ճͨ͠Β 52 • 044ͷεΩϟϯ͸ʮ౰ͨΓલʯͱͯ͠ܧଓతʹ࣮ࢪ͢Δ • /(͕͋ͬͨࡍͷϑϩʔΛ༧ΊܾΊɺܭըஈ֊ͰߟྀʹೖΕΔ • ʮࠓճ͚ͩεΩϟϯΛεΩοϓʂʯʮٸ͔͗ͩΒεϧʔʂʯͱ ϧʔϧΛܗ֚Խͤ͞ͳ͍ • ࣗಈεΩϟϯͱਓྗͷ࡞ۀΛ૊Έ߹Θͤͯ044Λ׆༻͢Δ • ྫ͑͹ͦ΋ͦ΋ͷٕज़બఆʹ͸ਓͷ൑அ ࢖͍উखɺߋ৽ස౓ɺ ϝϯςφʔͷ਺ͳͲΛ;·͑ͯ ͕ඞཁͱͳΔ • εΩϟϯͰݟ͔ͭͬͨ/(ʹͲ͏ରԠ͢Δ͔ʹ͍ͭͯ΋൑அ͕ ඞཁͱͳΔ͜ͱ͕͋Δ • ॏཁͳ൑அʹ࣌ؒΛׂͨ͘Ίʹ΋ࣗಈԽ͕༗ޮͱͳΔ

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·ͱΊ 53 •ਝ଎͔ͭ҆શʹιϑτ΢ΣΞΛ੒௕ͤ͞ΔͨΊʹ %FW4FD0QTͷߟ͑ํ͕༗ޮͰ͋Δ •࡞੒ͨ͠ιʔείʔυɺ࢖༻͍ͯ͠Δ044ͷ྆ํʹ ର͠ɺૣΊʹɾ܁Γฦ͠ηΩϡϦςΟεΩϟϯΛ ߦ͏ͷ͕ޮՌతͰ͋Δ

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͋ͳͨͷ૊৫͸ʜʁ 54 ηΩϡϦςΟ͕ιϑτ΢ΣΞ։ൃϥΠϑαΠΫϧ ˺$*$%ύΠϓϥΠϯ ʹ૊Έࠐ·Ε͍ͯΔ ΞʔςΟϑΝΫτ͕؅ཧ͞Ε͍ͯΔ $*$%ύΠϓϥΠϯ͕੔උ͞Ε͍ͯΔ %FW0QT %FW4FD0QTʹཧղͷ͋Δ؀ڥͰ͋Δ

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͋ͳͨͷ૊৫͸ʜʁ 55 ηΩϡϦςΟ͕ιϑτ΢ΣΞ։ൃϥΠϑαΠΫϧ ˺$*$%ύΠϓϥΠϯ ʹ૊Έࠐ·Ε͍ͯΔ ΞʔςΟϑΝΫτ͕؅ཧ͞Ε͍ͯΔ $*$%ύΠϓϥΠϯ͕੔උ͞Ε͍ͯΔ ʔʔʔʔʔʔʔʔʔʔʔ น ʔʔʔʔʔʔʔʔʔʔʔ %FW0QT %FW4FD0QTʹཧղͷ͋Δ؀ڥͰ͋Δ

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%FW4FD0QT΁ͷน 56 • Χϧνϟʔ͕ৢ੒͞Ε͍ͯͳ͍ • ཧղऀ͕͍ͳ͍ • ࣮૷΍πʔϧಋೖΛ ਐΊͨͯ͘΋ݖݶ͕ͳ͍ L%MNOP

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ηΩϡϦςΟ΁ͷؔ৺͔Βର࿩͢Δ 57 • ʮηΩϡϦςΟʯ͸ͲΜͳ৬छɺόοΫάϥ΢ϯυͷਓ Ͱ΋ϦεΫͱͯ͠ଊ͑΍͍͢ • ࣄྫ΋ଟ͘औΓ૊ΈͷॏཁੑΛ࿩͖͔͚ͬ͢ʹ͠΍͍͢

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ࠓ೔͔ΒͰ͖Δ͜ͱ 58 •ࣗ෼ͷ૊৫Ͱग़དྷ͍ͯΔ͜ͱɾ͍ͳ͍͜ͱΛ෼ੳ ͠ɺऔΓ૊ΊΔͱ͜Ζ͔Β࢝ΊͯΈΔ •·ͣ͸ྡͷਓ ϦϞʔτ͔΋͠Εͳ͍͚Ͳ ͱ࿩ͯ͠ΈΔͱ͜Ζ ͔Βগͣͭ͠ม͍͑ͯ͘

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59 5IBOLZPV

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