RDBアンチパターン

by soudai sone

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RDBΞϯνύλʔϯ 1)1FSʹ஌ͬͯ΄͍͠ ϦϨʔγϣφϧσʔλϕʔεͷ͜ͱ

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What is it? ࣭໰͸Twitterͷϋογϡλά #phpcon_rdb_qa Ͱ͓ئ͍͠·͢

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What is it? σʔλϕʔεͷण໋͸ ΞϓϦέʔγϣϯΑΓ΋௕͍

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What is it? ͦΜͳ௕͍෇͖߹͍ʹͳΔσʔλϕʔε ͷେ੾ͳࣄΛ͓఻͑͠·͢

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What is it? ର৅ͷσʔλϕʔειϑτ΢ΣΞ

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What is it? PostgreSQL 9.6ͱMySQL 5.7(InnoDB)ʹݶΔ ଞͷRDBͷ࿩͸͠·ͤΜ

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What is it? RDBΞϯνύλʔϯ

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What is it? ਖ਼نԽͯ͠… ࣮ߦܭըΛݟͯ… SQLΛॻ͍ͯ…

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What is it? ྑ͔Εͱࢥͬͯ΍ͬͨͷʹམͪͯ͠·͏᠘

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What is it? Ξϯνύλʔϯ

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What is it? Ξϯνύλʔϯ ↓ ޙʑʹۤ͠ΈΛੜΉ

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What is it? ΞϯνύλʔϯΛ஌Δ

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What is it? ΞϯνύλʔϯΛ஌Δ ↓ ಉ͡աͪΛ܁Γฦ͞ͳ͍

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What is it?

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What is it? SQLΞϯνύλʔϯ͸ݫબ͞Εࣦͨഊू

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What is it? SQLΞϯνύλʔϯ͸ݫબ͞Εࣦͨഊू ↓ DBͷϊ΢ϋ΢͕٧·໊ͬͨஶ

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What is it? ࠓ೔͸RDBͷࣦഊྫΛ͝঺հ͠·͢

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͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

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͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

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ࣗݾ঺հ ໊લɿીࠜɹ૖େʢͦͶɹ͚ͨͱ΋ʣ ೥ྸɿ32ࡀʢࡾਓͷࢠڙ͕͍·͢ʣ ৬ۀɿWebΤϯδχΞ ॴଐɿ೔ຊPostgreSQLϢʔβձ ɹɹɹதࠃࢧ෦ ࢧ෦௕ ɹɹٕज़తʹ͸LLܥݴޠͱ͔RDB͕޷͖Ͱ͢

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தࠃ஍ํDBษڧձ https://dbstudychugoku.github.io/

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தࠃ஍ํDBษڧձ https://dbstudychugoku.github.io/ աڈͷࢿྉ͕߇͑Ίʹݴͬͯ΋ ࠷ߴͰ࠷ڧͳͷͰੋඇνΣοΫʂ

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͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

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ڧ͗͢Δґଘ σʔλϕʔεͷந৅Խ

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ڧ͗͢Δґଘ w %BUB"DDFTT0CKFDUʢ%"0ʣ w 0CKFDU3FMBUJPOBM.BQQJOH 03. w %#.JHSBUJPO

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ڧ͗͢Δґଘ w %PDUSJOF w &MPRVFOU03. w *EJPSN w 1BSJT w ͳͲͳͲʜ

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ڧ͗͢Δґଘ ͜ΕΒͷख๏΍πʔϧ͸ͱͯ΋ศར

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ڧ͗͢Δґଘ ͜ΕΒͷख๏΍πʔϧ͸ͱͯ΋ศར ˣ ੍໿ɾ੤໿ͱҾ͖׵͑ʹ ߴ͍ੜ࢈ੑΛ༩͑ͯ͘ΕΔ

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ڧ͗͢Δґଘ ੍໿ͱ੤໿

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ڧ͗͢Δґଘ ੍໿ ࣮૷্ͷϧʔϧΛڧ͍ΔࣄͰ ίʔυͷهड़ྔΛݮΒ͢

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ڧ͗͢Δґଘ ੍໿ ࣮૷্ͷϧʔϧΛڧ͍ΔࣄͰ ίʔυͷهड़ྔΛݮΒ͢ कΒͳ͍ͱίϯύΠϧΤϥʔ ࣮૷΍ઃܭʹ௚݁

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ڧ͗͢Δґଘ ੍໿ ࣮૷্ͷϧʔϧΛڧ͍ΔࣄͰ ίʔυͷهड़ྔΛݮΒ͢ कΒͳ͍ͱίϯύΠϧΤϥʔ ࣮૷΍ઃܭʹ௚݁ ςʔϒϧͷJEΧϥϜඞਢ ࢦఆͰ͖Δܕ σʔλΞΫηεͷखஈͳͲ

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ڧ͗͢Δґଘ ੤໿ ܾ·Γ͝ͱ ύλʔϯ ΛकΔࣄͰ ઃܭ΍࣮૷ͷҰ؏ੑͱ࠶ར༻͕Մೳ

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ڧ͗͢Δґଘ ੤໿ ܾ·Γ͝ͱ ύλʔϯ ΛकΔࣄͰ ઃܭ΍࣮૷ͷҰ؏ੑͱ࠶ར༻͕Մೳ कΒͳͯ͘΋ίʔυ͸ಈ͘ Ϟϥϧ΍஌ࣝͷෆ଍ͳͲͰແࢹ͞ΕΔ έʔε͕͋Δ

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ڧ͗͢Δґଘ ੤໿ ܾ·Γ͝ͱ ύλʔϯ ΛकΔࣄͰ ઃܭ΍࣮૷ͷҰ؏ੑͱ࠶ར༻͕Մೳ σβΠϯύλʔϯ ઃܭࢥ૝ ίʔυن໿ͳͲ कΒͳͯ͘΋ίʔυ͸ಈ͘ Ϟϥϧ΍஌ࣝͷෆ଍ͳͲͰແࢹ͞ΕΔ έʔε͕͋Δ

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ڧ͗͢Δґଘ σʔλϕʔεͷந৅Խ͸ ੍໿ͱ੤໿ͷੈք ϧʔϧ Ϛφʔ

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ڧ͗͢Δґଘ ੍໿ͱ੤໿ͱҾ͖׵͑ʹ ࣦ͍ͬͯΔࣄ

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ڧ͗͢Δґଘ w 3%#ͷػೳ w 42-ͷڧྗͳจ๏ w 3%#ͷຊདྷͷ੹຿ͱઃܭ

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ڧ͗͢Δґଘ w 3%#ͷػೳ w 42-ͷڧྗͳจ๏ w 3%#ͷຊདྷͷ੹຿ͱઃܭ

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ڧ͗͢Δґଘ w 3%#ͷػೳ w 42-ͷڧྗͳจ๏ w 3%#ͷຊདྷͷ੹຿ͱઃܭ ܕͱ͔ϚςϏϡʔͱ͔τϦΨʔͱ͔DIFDL੍໿ͱ͔

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ڧ͗͢Δґଘ w 3%#ͷػೳ w 42-ͷڧྗͳจ๏ w 3%#ͷຊདྷͷ੹຿ͱઃܭ

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ڧ͗͢Δґଘ w 3%#ͷػೳ w 42-ͷڧྗͳจ๏ w 3%#ͷຊདྷͷ੹຿ͱઃܭ 8JOEPXؔ਺ͱ͔8*5)۟ͱ͔

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ڧ͗͢Δґଘ w 3%#ͷػೳ w 42-ͷڧྗͳจ๏ w 3%#ͷຊདྷͷ੹຿ͱઃܭ

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ڧ͗͢Δґଘ w 3%#ͷػೳ w 42-ͷڧྗͳจ๏ w 3%#ͷຊདྷͷ੹຿ͱઃܭ

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ڧ͗͢Δґଘ 3%#ͷ੹຿ w σʔλΛอଘ͢Δ w σʔλΛऔΓग़͢ w σʔλΛकΔ

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ڧ͗͢Δґଘ ͋ͳͨͷσʔλ ͪΌΜͱकΕͯ·͔͢ʁ

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ڧ͗͢Δґଘ %#ͷઃܭʹڧ੍͍໿͕ൃੜ͢Δ

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ڧ͗͢Δґଘ %#ͷઃܭʹڧ੍͍໿͕ൃੜ͢Δ ˣ 03.Λҙࣝͨ͠εΩʔϚઃܭ 3%#.4Λҙࣝͨ͠Ϋϥεઃܭ

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ڧ͗͢Δґଘ %#ͷઃܭʹڧ੍͍໿͕ൃੜ͢Δ ˣ 03.Λҙࣝͨ͠εΩʔϚઃܭ 3%#.4Λҙࣝͨ͠Ϋϥεઃܭ ྆ྠ͕ΩϨΠʹճ͍ͬͯΔͱ͖͸ ߴ͍ੜ࢈ੑΛൃش͢Δ

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ڧ͗͢Δґଘ ੍໿ͱ੤໿่͕ΕΔͱ͖

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ڧ͗͢Δґଘ σʔλ͕੒௕ͨ࣌͠

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ڧ͗͢Δґଘ σʔλ͕੒௕ͨ࣌͠ αʔϏε͕੒௕ͨ࣌͠

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ڧ͗͢Δґଘ σʔλ͕੒௕ͨ࣌͠ ˣ ΞϓϦέʔγϣϯଆ͚ͩͰ Χόʔग़དྷͳ͘ͳͬͨ࣌ αʔϏε͕੒௕ͨ࣌͠

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ڧ͗͢Δґଘ ੍໿ͱ੤໿่͕ΕΔ࣌ͷྫ w ΫΤϦ͕ࡹ͚ͳ͘ͳͬͨ w γϟʔσΟϯά͕ඞཁ w */%&9͕ඞཁ͕ͩར༻Ͱ͖ͳ͍ w "-5&3จ͕ාͯ͘ྲྀͤͳ͍

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ڧ͗͢Δґଘ ੍໿ͱ੤໿่͕ΕΔ࣌ͷྫ w ΫΤϦ͕ࡹ͚ͳ͘ͳͬͨ w γϟʔσΟϯά͕ඞཁ w */%&9͕ඞཁ͕ͩར༻Ͱ͖ͳ͍ w "-5&3จ͕ාͯ͘ྲྀͤͳ͍ ύϑΥʔϚϯε໰୊ʹΑ੍ͬͯ໿ͱ੤໿่͕ΕΔ

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ڧ͗͢Δґଘ ݱঢ়Ͱ͸03.͸ ΠϯϐʔμϯεɾϛεϚον Λղܾ͢ΔͨΊͷଘࡏ Ͱ͋ͬͯ3%#ͷ׬શͳந৅ԽͰ͸ͳ͍

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ڧ͗͢Δґଘ ॲํᝦ

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ڧ͗͢Δґଘ ॲํᝦ ੍໿ͱ੤໿ʹΑͬͯ ࣦ͍ͬͯΔଘࡏΛ๨Εͳ͍͜ͱ

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͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

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Ӆ͞Εͨঢ়ଶ σʔλϕʔε͸ σʔλอଘ͢ΔͨͩͷശͰ͸ແ͍

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Ӆ͞Εͨঢ়ଶ ϦϨʔγϣφϧϞσϧ

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Ӆ͞Εͨঢ়ଶ ϦϨʔγϣφϧϞσϧ ˣ ࣄ࣮ͷΈΛอଘ͢Δ

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Ӆ͞Εͨঢ়ଶ ࣄ࣮ͱঢ়ଶ

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Ӆ͞Εͨঢ়ଶ ঢ়ଶͷྫ wϢʔβͷঢ়ଶ TUBUVTΧϥϜʣ w՝ۚঢ়ଶʢ༩৴ɺ੥ٻࡁΈʣ wΧʔτ৘ใʢΧΰͷதɺߪೖࡁΈʣ

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Ӆ͞Εͨঢ়ଶ Ϩίʔυʹঢ়ଶΛ࣋ͨͤΔͱةݥ

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JE OBNF BHF EFMFUF@qBH TPOF TPVEBJ UBLFUPNP TPOF

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JE OBNF BHF EFMFUF@qBH TPOF TPVEBJ UBLFUPNP TPOF ࡟আͱݴ͏ঢ়ଶΛϑϥάͰදݱ

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Ӆ͞Εͨঢ়ଶ $user = $this->get_user($user_id); if ($user->get(‘delete_falg’) == 1) { // ࡟আࡁΈͷϢʔβͷॲཧ return }

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Ӆ͞Εͨঢ়ଶ $user = $this->get_user($user_id); if ($user->get(‘delete_falg’) == 1) { // ࡟আࡁΈͷϢʔβͷॲཧ return } σʔλͷதͷঢ়ଶ͸ΞϓϦέʔγϣϯ ͸औΓग़͢·ͰΘ͔Βͳ͍

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Ӆ͞Εͨঢ়ଶ w 6OJRVF੍໿͕ࢮΜͩΓ w */%&9͕ࢮΜͩΓ w ֎෦Ωʔ੍໿͕ࢮΜͩΓ

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Ӆ͞Εͨঢ়ଶ Ϩίʔυ͔Β ঢ়ଶ͕ݟ͑ͳ͍࣌͸ ΋ͬͱةݥ

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ച্ JE ച্ֹۚ ച্೔ ഑ૹঢ়ଶ ഑ૹࡁ ൃ஫த ộ ộ ộ ച্JE ঎඼JE ݸ਺ ߪೖऀ TPOF TPOF TPOF TPOF ঎඼JE ঎඼໊ Ձ֨ 42-࣮ફೖ໳ Ϧʔμϒϧίʔυ ϓϩάϥϚͷͨΊͷ42- σʔλϕʔεɾϦϑΝΫλϦϯά ঎඼ Χʔτ ച্

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ച্JE ঎඼JE ݸ਺ ߪೖऀ TPOF TPOF TPOF TPOF ঎඼JE ঎඼໊ Ձ֨ 42-࣮ફೖ໳ Ϧʔμϒϧίʔυ ϓϩάϥϚͷͨΊͷ42- σʔλϕʔεɾϦϑΝΫλϦϯά ঎඼ ച্ ച্ JE ച্ֹۚ ച্೔ ഑ૹঢ়ଶ ഑ૹࡁ ൃ஫த ộ ộ ộ Χʔτ

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ച্JE ঎඼JE ݸ਺ ߪೖऀ TPOF TPOF TPOF TPOF ঎඼JE ঎඼໊ Ձ֨ 42-࣮ફೖ໳ Ϧʔμϒϧίʔυ ϓϩάϥϚͷͨΊͷ42- σʔλϕʔεɾϦϑΝΫλϦϯά ঎඼ ച্ ച্ JE ച্ֹۚ ച্೔ ഑ૹঢ়ଶ ഑ૹࡁ ൃ஫த ộ ộ ộ ফඅ੫ͷঢ়ଶ͕ӅΕͯΔ ͱ͕೔෇ͰมΘΔ Χʔτ

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ച্JE ঎඼JE ݸ਺ ߪೖऀ TPOF TPOF TPOF TPOF ঎඼JE ঎඼໊ Ձ֨ 42-࣮ફೖ໳ Ϧʔμϒϧίʔυ ϓϩάϥϚͷͨΊͷ42- σʔλϕʔεɾϦϑΝΫλϦϯά ঎඼ ച্ ച্ JE ച্ֹۚ ച্೔ ഑ૹঢ়ଶ ഑ૹࡁ ൃ஫த ộ ộ ộ ͍ͭ഑ૹঢ়ଶ͕ มΘ͔ͬͨΘ͔Βͳ͍ Χʔτ

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ച্JE ঎඼JE ݸ਺ ߪೖऀ TPOF TPOF TPOF TPOF ঎඼JE ঎඼໊ Ձ֨ 42-࣮ફೖ໳ Ϧʔμϒϧίʔυ ϓϩάϥϚͷͨΊͷ42- σʔλϕʔεɾϦϑΝΫλϦϯά ঎඼ ച্ ঎඼໊͕มΘͬͨΒʁ Ձ֨Λม͑ͨΒʁ ച্ͷࣄ࣮ͱෆ੔߹͕ੜ·ΕΔ ച্ JE ച্ֹۚ ച্೔ ഑ૹঢ়ଶ ഑ૹࡁ ൃ஫த ộ ộ ộ Χʔτ

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Ӆ͞Εͨঢ়ଶ Ӆ͞Εͨঢ়ଶͷྫ w഑ૹঢ়ଶͷཤྺ wߪೖཤྺͷফඅ੫ͷ಺༁ w࡟আ΍ߋ৽ͷཤྺ

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Ӆ͞Εͨঢ়ଶ ࣄ࣮ͷΈΛอଘ͢Δ

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Ӆ͞Εͨঢ়ଶ ࣄ࣮ͷΈΛอଘ͢Δ ˣ ࣄ࣮ͷཤྺΛอଘ͢Δ

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ച ্ ച্ۚ ֹ ফඅ੫ ফඅ੫ֹ ച্೔ ộ ộ ộ ফඅ੫ ച্ ച্JE ഑ૹঢ়ଶ ࡞੒೔࣌ ൃ஫த ഑ૹத ೲ඼ࡁ ൃ஫த ফඅ੫ ༗ޮ೔ ࣦޮ೔ OVMM ഑ૹঢ়گ

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ച ্ ച্ۚ ֹ ফඅ੫ ফඅ੫ֹ ച্೔ ộ ộ ộ ফඅ੫ ച্ ച্JE ഑ૹঢ়ଶ ࡞੒೔࣌ ൃ஫த ഑ૹத ೲ඼ࡁ ൃ஫த ফඅ੫ ༗ޮ೔ ࣦޮ೔ OVMM ഑ૹঢ়گ ഑ૹঢ়گͷཤྺΛ࣋ͭ ߋ৽Ͱ͸ແ͘௥ՃͰྺ࢙Λ࡞Δ

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ച ্ ച্ۚ ֹ ফඅ੫ ফඅ੫ֹ ച্೔ ộ ộ ộ ফඅ੫ ച্ ച্JE ഑ૹঢ়ଶ ࡞੒೔࣌ ൃ஫த ഑ૹத ೲ඼ࡁ ൃ஫த ফඅ੫ ༗ޮ೔ ࣦޮ೔ OVMM ഑ૹঢ়گ ಉ༷ʹফඅ੫ͷྺ࢙Λ࣋ͭ ฦ඼࣌ͷ෷͍໭͠ͷॲཧͷ࣌ͳͲ Ͱ࣋ͬͯͳ͍ͱࢮ͵

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ച ্ ച্ۚ ֹ ফඅ੫ ফඅ੫ֹ ച্೔ ộ ộ ộ ফඅ੫ ച্ ച্JE ഑ૹঢ়ଶ ࡞੒೔࣌ ൃ஫த ഑ૹத ೲ඼ࡁ ൃ஫த ফඅ੫ ༗ޮ೔ ࣦޮ೔ OVMM ഑ૹঢ়گ ಉ༷ʹফඅ੫ͷྺ࢙Λ࣋ͭ ฦ඼࣌ͷ෷͍໭͠ͷॲཧͷ࣌ͳͲ Ͱ࣋ͬͯͳ͍ͱࢮ͵ 1PTUHSF42-ͷൣғܕΛ࢖͏ͱ༗ޮൣғ ΛεϜʔζʹॲཧग़དྷΔ

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ച ্ ച্ۚ ֹ ফඅ੫ ফඅ੫ֹ ച্೔ ộ ộ ộ ফඅ੫ ച্ ച্JE ഑ૹঢ়ଶ ࡞੒೔࣌ ൃ஫த ഑ૹத ೲ඼ࡁ ൃ஫த ফඅ੫ ༗ޮ೔ ࣦޮ೔ OVMM ഑ૹঢ়گ ܭࢉͨ͠ΒಘΔࣄ͕ग़དྷΔ ඇਖ਼نԽͷҰͭ ύϑΥʔϚϯεͱ૬ஊ

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ച ্ ച্ۚ ֹ ফඅ੫ ফඅ੫ֹ ച্೔ ộ ộ ộ ফඅ੫ ച্ ച্JE ഑ૹঢ়ଶ ࡞੒೔࣌ ൃ஫த ഑ૹத ೲ඼ࡁ ൃ஫த ফඅ੫ ༗ޮ೔ ࣦޮ೔ OVMM ഑ૹঢ়گ ܭࢉͨ͠ΒಘΔࣄ͕ग़དྷΔ ඇਖ਼نԽͷҰͭ ύϑΥʔϚϯεͱ૬ஊ .Z42-ͷԾ૝ྻΛར༻͢Δͱ ΑΓΩϨΠʹ࣮૷ग़དྷΔ

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Ӆ͞Εͨঢ়ଶ σʔλϕʔε্ʹແ͍σʔλ͸ ΞϓϦଆͰ࡞Γग़ͤͳ͍

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Ӆ͞Εͨঢ়ଶ Ӆ͞Εͨঢ়ଶ͕͋Δͱ ྫ֎ରԠͷ࣌ʹࢮ͵

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Ӆ͞Εͨঢ়ଶ ॲํᝦ

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Ӆ͞Εͨঢ়ଶ ॲํᝦ దਖ਼ͳܗͰσʔλΛอଘ͢Δ

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Ӆ͞Εͨঢ়ଶ ॲํᝦ దਖ਼ͳܗͰσʔλΛอଘ͢Δ ˣ ͪΌΜͱϦεΫϔοδΛ͢Δ

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͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

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ϩοΫͷޭࡑ τϥϯβΫγϣϯͱσʔλ੔߹ੑ

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ϩοΫͷޭࡑ τϥϯβΫγϣϯ෼཭Ϩϕϧ

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ϩοΫͷޭࡑ τϥϯβΫγϣϯ෼཭Ϩϕϧ ໊લ ෼཭Ϩϕϧ આ໌ 4&3*"-*;"#-& ͍ͭ͞Α ௚ྻతʹॲཧ 3&1&"5"#-&3&"% ڧ͍ ಡΈऔΓର৅ͷσʔλ ΛৗʹಡΈऔΔ 3&"%$0..*55&% ·͊·ڧ͍ ֬ఆͨ͠࠷৽σʔλΛ ৗʹಡΈऔΔ 3&"% 6/$0..*55&% ऑ͍ ଞͷॲཧʹΑͬͯߦΘ Ε͍ͯΔɺॻ͖͔͚ͷ σʔλ·ͰಡΈऔΔɻ .Z42-ͷσϑΥϧτ͸͜͜

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ϩοΫͷޭࡑ ͳͥτϥϯβΫγϣϯ͕ඞཁ͔

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ϩοΫͷޭࡑ Ϣʔβ" Ϣʔβ# ঎඼" ಉ࣌ʹߪೖ

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ϩοΫͷޭࡑ Ϣʔβ" Ϣʔβ# ঎඼" ಉ࣌ʹߪೖ ࡏݿ͕࠷ޙͷݸͩͬͨͱ͖ɺ ͲͪΒΛ༏ઌ͢Δ͔ʁ

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ϩοΫͷޭࡑ Ϣʔβ" Ϣʔβ# ঎඼" ઌʹΞΫηεͨ͠ͷͰ ঎඼ʹରͯ͠ϩοΫΛऔಘ ࡏݿ͕ແ͍ͷͰ ΤϥʔʹͳΔ

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ϩοΫͷޭࡑ ฒྻॲཧͷσʔλͷෆ੔߹Λ๷͙

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ϩοΫͷޭࡑ ͋ͳͨͷॲཧ͸େৎ෉ʁ w ෳ਺ͷϒϥ΢βΛ։͍ͯಉ࣌ΞΫηε w όζͬͨ࣌ͳͲͷେྔͷಉ࣌ΞΫηε࣌ w ฒྻॲཧΛॻ͍ͨ࣌

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ϩοΫͷޭࡑ ͋ͳͨͷॲཧ͸େৎ෉ʁ w ෳ਺ͷϒϥ΢βΛ։͍ͯಉ࣌ΞΫηε w όζͬͨ࣌ͳͲͷେྔͷಉ࣌ΞΫηε࣌ w ฒྻॲཧΛॻ͍ͨ࣌

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ϩοΫͷޭࡑ ͋ͳͨͷॲཧ͸େৎ෉ʁ w ෳ਺ͷϒϥ΢βΛ։͍ͯಉ࣌ΞΫηε w όζͬͨ࣌ͳͲͷେྔͷಉ࣌ΞΫηε࣌ w ฒྻॲཧΛॻ͍ͨ࣌ ྫ͑͹σΠϦʔͷདྷళϙΠϯτͷॲཧͱ͔ ঎඼ߪೖ࣌ͷϙΠϯτݮࢉͷॲཧͱ͔

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ϩοΫͷޭࡑ ͋ͳͨͷॲཧ͸େৎ෉ʁ w ෳ਺ͷϒϥ΢βΛ։͍ͯಉ࣌ΞΫηε w όζͬͨ࣌ͳͲͷେྔͷಉ࣌ΞΫηε࣌ w ฒྻॲཧΛॻ͍ͨ࣌

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ϩοΫͷޭࡑ ͋ͳͨͷॲཧ͸େৎ෉ʁ w ෳ਺ͷϒϥ΢βΛ։͍ͯಉ࣌ΞΫηε w όζͬͨ࣌ͳͲͷେྔͷಉ࣌ΞΫηε࣌ w ฒྻॲཧΛॻ͍ͨ࣌ ˓˓ݶఆ঎඼ͷࡏݿॲཧͱ͔ Ұਓ͋ͨΓͷߪೖݶք਺ͷॲཧͱ͔

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ϩοΫͷޭࡑ ͋ͳͨͷॲཧ͸େৎ෉ʁ w ෳ਺ͷϒϥ΢βΛ։͍ͯಉ࣌ΞΫηε w όζͬͨ࣌ͳͲͷେྔͷಉ࣌ΞΫηε࣌ w ฒྻॲཧΛॻ͍ͨ࣌

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ϩοΫͷޭࡑ ͋ͳͨͷॲཧ͸େৎ෉ʁ w ෳ਺ͷϒϥ΢βΛ։͍ͯಉ࣌ΞΫηε w όζͬͨ࣌ͳͲͷେྔͷಉ࣌ΞΫηε࣌ w ฒྻॲཧΛॻ͍ͨ࣌ Ұͭͷσʔλʹରͯ͠ෳ਺ͷαʔϏε͕ΞΫηε͢Δ࣌ͱ͔ ߴ଎ԽͷͨΊʹඇಉظॲཧ΍ϚϧνεϨουॲཧΛ࡞ͬͨ࣌ͱ͔

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ϩοΫͷޭࡑ ϩοΫͷ੹຿ ࣄ࣮ʹج͍ͯ࣌ܥྻʹॲཧͯ͠ σʔλΛద੾ʹकΔ

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ϩοΫͷޭࡑ ͜͜·Ͱ͸ϩοΫͷޭࡑͷޭͷ෦෼

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ϩοΫͷޭࡑ ϩοΫͷࡑ

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ϩοΫͷޭࡑ ϩοΫʹΑΔੑೳ஗Ԇ

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ϩοΫͷޭࡑ ϩοΫʹΑΔੑೳ஗Ԇ ˣ ϩοΫ଴ͪʹΑΔॲཧ஗Ԇ

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ϩοΫͷޭࡑ Ϣʔβ" Ϣʔβ# ঎඼" ઌʹΞΫηεͨ͠ͷͰ ঎඼ʹରͯ͠ϩοΫΛऔಘ ։์଴ͪ ͜ͷαΠτ஗͍ͳ͊

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ϩοΫͷޭࡑ Ϣʔβ" Ϣʔβ# ঎඼" ઌʹΞΫηεͨ͠ͷͰ ঎඼ʹରͯ͠ϩοΫΛऔಘ ։์଴ͪ ͜ͷαΠτ஗͍ͳ͊ ྆ํͷϢʔβ͕ͦΕͧΕͷϩοΫͰ ଴ͨ͞Εͨ৔߹͸σοτϩοΫ

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ϩοΫͷޭࡑ Ϣʔβ" Ϣʔβ# ঎඼" ઌʹΞΫηεͨ͠ͷͰ ঎඼ʹରͯ͠ϩοΫΛऔಘ ։์଴ͪ ͜ͷαΠτ஗͍ͳ͊ ྆ํͷϢʔβ͕ͦΕͧΕͷϩοΫͰ ଴ͨ͞Εͨ৔߹͸σοτϩοΫ

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ϩοΫͷޭࡑ ओͳϩοΫͷछྨ w ഉଞ F9DMVEFE ϩοΫ w ڞ༗ 4IBSFE ϩοΫ

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ϩοΫͷޭࡑ ओͳϩοΫͷछྨ w ഉଞ F9DMVEFE ϩοΫ w ڞ༗ 4IBSFE ϩοΫ ϩοΫର৅ʹରͯ͠ɺଞͷΞΫηεΛҰ੾ېࢭ͢Δ ଞͷΞΫηε͸ߋ৽ɾ࡟আɾࢀরશͯग़དྷͳ͍ ॻ͖ࠐΈϩοΫͱݺ͹ΕΔࣄ΋͋Δ

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ϩοΫͷޭࡑ ओͳϩοΫͷछྨ w ഉଞ F9DMVEFE ϩοΫ w ڞ༗ 4IBSFE ϩοΫ ϩοΫର৅ʹରͯ͠ɺࢀরҎ֎ͷॲཧΛېࢭ͢Δ ଞͷΞΫηε͸ࢀর 4&-&$5 Λ͢Δ͜ͱ͕ग़དྷΔ ಡΈࠐΈϩοΫͱݺ͹ΕΔࣄ΋͋Δ

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ϩοΫͷޭࡑ ϩοΫΛ஌Βͳ͍ॴͰऔ͍ͬͯΔ

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ϩοΫͷޭࡑ ϩοΫΛ஌Βͳ͍ॴͰऔ͍ͬͯΔ ˣ ҉໧తϩοΫ

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ϩοΫͷޭࡑ .Z42-ͷ৔߹

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ϩοΫͷޭࡑ 1PTUHSF42-ͷ৔߹

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ϩοΫͷޭࡑ ϩοΫΛ஌Βͳ͍ॴͰऔ͍ͬͯΔ ˣ ҉໧తϩοΫ ಛʹڞ༗ϩοΫ͸සൟʹऔ͍ͬͯΔ

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ϩοΫͷޭࡑ ϩοΫ͸σʔλΛकΔͨΊʹඞཁ

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ϩοΫͷޭࡑ ϩοΫ͸σʔλΛकΔͨΊʹඞཁ ˣ ύϑΥʔϚϯεͱτϨʔυΦϑ

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ϩοΫͷޭࡑ w ϩοΫ଴ͪͰॲཧ͕٧·Δ w ஗͍4&-&$5ʹΑͬͯߋ৽ॲཧ͕٧·Δ w ߋ৽ର৅͕ίϯϑϦΫτͯ͠଴ͨ͞ΕΔ w σοτϩοΫɺτϥϯβΫγϣϯ͸ࢮ͵

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ϩοΫͷޭࡑ αʔϏεͷϝΠϯςʔϒϧ͸ةݥ w ଟ͘ͷࢀরͰར༻͍ͯ͠Δ w ߋ৽΋සൟʹ͋Δ w +0*/΍αϒΫΤϦͷର৅ʹͳ͍ͬͯΔ

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ϩοΫͷޭࡑ ͦ΋ͦ΋ϩοΫͷॲཧ͸ 3%#ʹΑ͔ͬͯͳΓҧ͏

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ϩοΫͷޭࡑ ͦ΋ͦ΋ϩοΫͷॲཧ͸ 3%#ʹΑ͔ͬͯͳΓҧ͏ ॲํᝦΛҰׅΓͰݴ͑ͳ͍

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ϩοΫͷޭࡑ ϩοΫ͸σʔλΛकΔͨΊʹඞཁ

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ϩοΫͷޭࡑ ϩοΫ͸σʔλΛकΔͨΊʹඞཁ ˣ ͔͠͠τϥϒϧͷ࣌ͷࠜ͸ਂ͍

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ϩοΫͷޭࡑ ॲํᝦ

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ϩοΫͷޭࡑ ॲํᝦ ϩοΫΛ஌Δ

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ϩοΫͷޭࡑ ະ஌ͳΔ࢓૊Έ͸ා͍

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ϩοΫͷޭࡑ ະ஌ͳΔ࢓૊Έ͸ා͍ ˣ ͔ͬ͠Γͱཧղ͢Δࣄ

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ϩοΫͷޭࡑ ϩοΫΛݟΔ

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ϩοΫͷޭࡑ ϩοΫΛݟΔ ˣ ֤%#ʹ༻ҙ͞Ε͍ͯΔ࢓૊ΈΛ࢖͏

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ϩοΫͷޭࡑ ϜʔΞͷ๏ଇͷݶք

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ϩοΫͷޭࡑ ϜʔΞͷ๏ଇͷݶք ˣ ࣌୅͸ฒྻɾ෼ࢄॲཧ࣌୅΁

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ϩοΫͷޭࡑ ϜʔΞͷ๏ଇͷݶք ˣ ࣌୅͸ฒྻɾ෼ࢄॲཧ࣌୅΁ ଟ͘ͷιϑτ΢ΣΞΤϯδχΞ͸ฒྻॲཧ͕ۤख ͔ͩΒͦ͜कΓͷ࢓૊Έ͔ͬ͠Γ஌Δ

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͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

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·ͱΊ ػೳ΍πʔϧʹґଘ͠ա͗ͳ͍

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·ͱΊ ػೳ΍πʔϧʹґଘ͠ա͗ͳ͍ ˣ γϯϓϧͳઃܭ͸શͯʹউΔ

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·ͱΊ σʔλͷण໋͸ίʔυΑΓ΋௕͍

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·ͱΊ Ұ౓࡞ͬͨ%#͸ফͤͳ͍

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·ͱΊ Ұ౓࡞ͬͨ%#͸ফͤͳ͍ ˣ ઃܭ͕େࣄ

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·ͱΊ σʔλϕʔεͷࢮ͸αʔϏεͷࢮ

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·ͱΊ σʔλϕʔεͷࢮ͸αʔϏεͷࢮ ˣ ղܾͰ͖Δਓ͸ӳ༤

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·ͱΊ %#ͷ໰୊͸๨Εͨࠒʹ΍ͬͯ͘Δ

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·ͱΊ

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·ͱΊ αʔϏε΍νʔϜΛकΔͨΊʹ ແ஌Λط஌͢Δ

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·ͱΊ ۪ऀ͸ܦݧʹֶͿ ݡऀ͸աڈʹֶͿ

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·ͱΊ पғͷܦݧஊ͔ΒֶͿ

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·ͱΊ पғͷܦݧஊ͔ΒֶͿ ˣ ੵۃతʹίϛϡχςΟΛར༻͢Δ

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