ソフトウェアアーキテクチャ・ ハードパーツ: Software Architecture The Hard Parts

ソフトウェアアーキテクチャ・ハードパーツ - Forkwell Library #12 での発表資料です
https://forkwell.connpass.com/event/265858/

動画: https://www.youtube.com/watch?v=6eCiC8oISYc

#Forkwell_Library

Transcript

1. ιϑτ΢ΣΞΞʔΩςΫνϟɾ
   ϋʔυύʔπ
   ౡాߒೋ !TOPP[FS
   
   'PSLXFMM-JCSBSZ
   4PGUXBSF"SDIJUFDUVSF5IF)BSE1BSUT
   ENISHI TECH INC.
   

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2. ౡాߒೋ!TOPP[FS
   

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3. Vision
   IT Systems
   Teams
   Organization
   Management
   Execution
   Management
   Business Process
   Talent
   Development
   ENISHI TECH INC.
   

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6. ਖ਼ղΛ༩͑ͯ͘ΕΔॻ੶Ͱ͸ͳ͘ɺಡऀ͕ࣗ෼ͨͪͷঢ়گʹ߹Θͤͨબ୒Λߦͳͬͯ
   ͍ͨ͘ΊͷࡐྉΛ༩͑ͯ͘ΕΔ
   ݱ୅ͷιϑτ΢ΣΞΞʔΩςΫνϟʢओʹ͸ϚΠΫϩαʔϏεΞʔΩςΫνϟʣͰ௚
   ໘͢ΔϕετϓϥΫςΟε͕ଘࡏ͠ͳ͍೉͍͠໰୊΁ͷऔΓ૊ΈํΛղઆͨ͠ॻ੶
   ιϑτ΢ΣΞΞʔΩςΫνϟɾϋʔυύʔπ
   /FBM'PSEɺ.BSL3JDIBSETɺ1SBNPE4BEBMBHFɺ;IBNBL%FIHIBOJஶɺౡాߒೋ༁
   

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7. ຊॻͷओͳஶऀͰ͋Δ/FBM'PSEͱ.BSL3JDIBSETͷલஶ
   ʰιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʱʹ੝ΓࠐΊͳ͔ͬͨ಺༰Λݩʹࣥච
   ੝ΓࠐΊͳ͔ͬͨ಺༰Λ
   ݩʹࣥච
   

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8. ຊॻͷ಺༰͸ɺʰιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʱͰղઆ͞Ε͍ͯΔι
   ϑτ΢ΣΞΞʔΩςΫνϟͷجຊతͳߟ͑ํ͕લఏͱͳ͍ͬͯΔ˞
   લஶͰॻ͔Εͨ
   ΞʔΩςΫνϟͷߟ͑ํΛ
   લఏͱ͍ͯ͠Δ
   ˞ʰιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʱΛಡΜͰ͍ͳͯ͘΋ಡΊΔΑ͏ʹ޻෉͸͞Ε͍ͯΔ
   

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9. ʰιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʱ
   ୈ*෦جૅ
   ɾΞʔΩςΫνϟࢥߟ
   ɾϞδϡʔϧੑ
   ɾΞʔΩςΫνϟಛੑ
   ɾΞʔΩςΫνϟಛੑΛ໌Β͔ʹ͢Δ
   ɾΞʔΩςΫνϟಛੑͷܭଌͱ౷੍
   ɾΞʔΩςΫνϟಛੑͷείʔϓ
   ɾίϯϙʔωϯτϕʔεࢥߟ
   ୈ**෦ΞʔΩςΫνϟελΠϧ
   ɾϨΠϠʔυΞʔΩςΫνϟ
   ɾύΠϓϥΠϯΞʔΩςΫνϟ
   ɾϚΠΫϩΧʔωϧΞʔΩςΫνϟ
   ɾαʔϏεϕʔεΞʔΩςΫνϟ
   ɾΠϕϯτۦಈΞʔΩςΫνϟ
   ɾεϖʔεϕʔεΞʔΩςΫνϟ
   ɾΦʔέετϨʔγϣϯۦಈαʔϏεࢦ޲ΞʔΩςΫνϟ
   ɾϚΠΫϩαʔϏεΞʔΩςΫνϟ
   ɾద੾ͳΞʔΩςΫνϟελΠϧΛબͿ
   ୈ***෦ςΫχοΫͱιϑτεΩϧ
   ɾΞʔΩςΫνϟܾఆ
   ɾΞʔΩςΫνϟ্ͷϦεΫΛ෼ੳ͢Δ
   ɾΞʔΩςΫνϟͷਤղ΍ϓϨθϯςʔγϣϯ
   ɾޮՌతͳνʔϜʹ͢Δ
   ɾަবͱϦʔμʔγοϓͷεΩϧ
   ɾΩϟϦΞύεΛ։͘
   

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10. ʰιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʱ
    IUUQTTQFBLFSEFDLDPNTOPP[FSTPIVUPVFBBLJUFLVUJZBGBMTFKJDIVTPGUXBSFBSDIJUFDUVSFJOBOVUTIFMM IUUQTXXXZPVUVCFDPNXBUDI WZE2YPD-D
    

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11. ʰιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʱʹ
    ੝ΓࠐΊͳ͔ͬͨ͜ͱ
    

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12. ιϑτ΢ΣΞΞʔΩςΫνϟ্ͷܾఆ͸ࠔ೉ʢϋʔυʣ
    w ΞʔΩςΫτ͕௚໘͢Δͷ͸ɺࣄۀ΍૊৫తͳ؀ڥʹ௕ظతʹӨڹΛ༩͑ɺ૬ޓʹ΋ӨڹΛ
    ༩͑߹͏ࠔ೉ͳ໰୊
    w lΞʔΩςΫνϟͱ͸ɺ(PPHMFͰ౴͑Λݟ͚ͭΒΕͳ͍΋ͷͩ
    ιϑτ΢ΣΞΞʔΩςΫνϟ͸ݎ͍ʢϋʔυʣ
    w ιϑτ΢ΣΞΞʔΩςΫνϟͱ͸ɺιϑτ΢ΣΞͷιϑτͳ෦෼ͷ౔୆ͱͳΔϋʔυͳ෦෼
    w lιϑτ΢ΣΞΞʔΩςΫνϟͱ͸ɺޙ͔Βมߋ͢Δͷ͕೉͍͠෦෼ͷ͜ͱͰ͋Δ
    lιϑτ΢ΣΞΞʔΩςΫνϟɾϋʔυύʔπz
    

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13. ιϑτ΢ΣΞΞʔΩςΫνϟ্ͷܾఆ͸ࠔ೉ʢϋʔυʣ
    w ΞʔΩςΫτ͕௚໘͢Δͷ͸ɺࣄۀ΍૊৫తͳ؀ڥʹ௕ظతʹӨڹΛ༩͑ɺ૬ޓʹ΋ӨڹΛ
    ༩͑߹͏ࠔ೉ͳ໰୊
    w lΞʔΩςΫνϟͱ͸ɺ(PPHMFͰ౴͑Λݟ͚ͭΒΕͳ͍΋ͷͩ
    ιϑτ΢ΣΞΞʔΩςΫνϟ͸ݎ͍ʢϋʔυʣ
    w ιϑτ΢ΣΞΞʔΩςΫνϟͱ͸ɺιϑτ΢ΣΞͷιϑτͳ෦෼ͷ౔୆ͱͳΔϋʔυͳ෦෼
    w lιϑτ΢ΣΞΞʔΩςΫνϟͱ͸ɺޙ͔Βมߋ͢Δͷ͕೉͍͠෦෼ͷ͜ͱͰ͋Δ
    lιϑτ΢ΣΞΞʔΩςΫνϟɾϋʔυύʔπz
    Ͳ͏΍ͬͯม͍͔͑ͯ͘
    Ͳ͏΍ͬͯ౴͍͔͑ͯ͘
    

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14. ιϑτ΢ΣΞΞʔΩςΫνϟͰ
    ʮͲ͏΍ͬͯʯʹ౴͑Δͷ͸೉͍͠
    

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15. ιϑτ΢ΣΞΞʔΩςΫνϟͷୈҰ๏ଇ
    ιϑτ΢ΣΞΞʔΩςΫνϟ͸τϨʔυΦϑ͕͢΂ͯ
    ΞʔΩςΫνϟͰ͸͢΂͕ͯτϨʔυΦϑͩɻ͔ͩΒͦ͜ɺΞʔΩςΫνϟͷ
    ͋ΒΏΔ໰͍ʹڞ௨͢Δ౴͑͸ɺʮ৔߹ʹΑΔʯͷͩɻʢதུʣɻ3&45ͱϝ
    οηʔδϯά͸ͲͪΒ͕ྑ͍͔ɻϚΠΫϩαʔϏε͸ਖ਼͍͠ΞʔΩςΫνϟε
    λΠϧͳͷ͔ɻ͜͏͍ͬͨ໰͍ʹର͢Δ౴͑Λ(PPHMFͰݟ͚ͭΔ͜ͱ͸Ͱ͖ͳ
    ͍ɻͦΕ͸৔߹ʹΑΔ͔Βͩɻ౴͑͸ɺσϓϩΠ؀ڥ΍ϏδωευϥΠόʔɺ
    اۀจԽɺ༧ࢉɺظؒɺ։ൃऀͷεΩϧηοτɺͦͷଞଟ͘ͷཁҼʹґଘ͢
    Δɻ؀ڥ΍ঢ়گɺ໰୊఺͸ͦΕͧΕʹҟͳΔ΋ͷͩɻ͔ͩΒͦ͜ɺΞʔΩςΫ
    νϟ͸೉͍͠ɻ
    l
    

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16. ͜ΕΛ෼͔Γ΍͘͢఻͑ΔͨΊ
    ຊॻ͸ͭͷ۩ମతͳίϯςΩετʹԊͬͯ
    ΞʔΩςΫνϟͷٞ࿦ΛਐΊΔ࡞Γʹͳ͍ͬͯΔ
    

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17. ͜ΕΛ෼͔Γ΍͘͢఻͑ΔͨΊ
    ຊॻ͸ͭͷ۩ମతͳίϯςΩετʹԊͬͯ
    ΞʔΩςΫνϟͷٞ࿦ΛਐΊΔ࡞Γʹͳ͍ͬͯΔ
    

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18. 4ZTPQT4RVBEαʔΨ
    

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19. 4ZTPQT4RVBEαʔΨ
    ໰୊Λଟ๊͑ͨ͘ϨΨγʔͰେن໛ͳϞϊϦγοΫγεςϜͷ໰୊Λʢ෼ࢄγεςϜʹ͢Δ͜
    ͱͰʣͲ͏ղܾ͍͔ͯ͘͠
    ސ٬
    4ZTPQT4RVBEΤΩεύʔτ
    ผγεςϜ Ϛωʔδϟʔ
    γεςϜ؅ཧऀ
    w Ϣʔβʔొ࿥
    w νέοτ࡞੒
    w Ξϯέʔτొ࿥
    w νέοτׂΓ౰ͯ
    w νέοτ׬ྃ
    w φϨοδϕʔεݕࡧ
    w Ϣʔβʔ؅ཧ
    w ΤΩεύʔτ؅ཧ
    w Ϩϙʔτ࡞੒
    w ੥ٻॲཧ
    

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20. ܾఆ͢Δͷ͕೉͍͠໰୊ʢϋʔυύʔπʣΛͲ͏ܾΊ͍͔ͯ͘
    ޙ͔Βม͑Δͷ͕೉͍͠ߗ͍෦෼ʢϋʔυύʔπʣΛͲ͏ม͍͔͑ͯ͘
    4ZTPQT4RVBEαʔΨͰͷϋʔυύʔπʹର͢ΔίϯςΩετ
    

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21. ޙ͔Βม͑Δͷ͕೉͍͠ߗ͍෦෼ʢϋʔυύʔπʣΛͲ͏ม͍͔͑ͯ͘
    ˠϞϊϦγοΫͳγεςϜΛͲ͏෼ղ͍͔ͯ͘͠
    4ZTPQT4RVBEαʔΨͰͷϋʔυύʔπʹର͢ΔίϯςΩετ
    ܾఆ͢Δͷ͕೉͍͠໰୊ʢϋʔυύʔπʣΛͲ͏ܾΊ͍͔ͯ͘
    

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22. ܾఆ͢Δͷ͕೉͍͠໰୊ʢϋʔυύʔπʣΛͲ͏ܾΊ͍͔ͯ͘
    ˠ෼ࢄγεςϜͰ௚໘͢Δ೉͍͠໰୊ΛͲ͏ܾఆ͍͔ͯ͘͠
    ޙ͔Βม͑Δͷ͕೉͍͠ߗ͍෦෼ʢϋʔυύʔπʣΛͲ͏ม͍͔͑ͯ͘
    ˠϞϊϦγοΫͳγεςϜΛͲ͏෼ղ͍͔ͯ͘͠
    4ZTPQT4RVBEαʔΨͰͷϋʔυύʔπʹର͢ΔίϯςΩετ
    

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23. ɹষʮϕετϓϥΫςΟεʯ͕ͳ͍ͱͲ͏ͳΔʁ
    ɹষιϑτ΢ΣΞΞʔΩςΫνϟʹ͓͚Δ݁߹ͷݟ͚ͭํ
    ɹষιϑτ΢ΣΞΞʔΩςΫνϟͷϞδϡʔϧԽ
    ɹষΞʔΩςΫνϟͷ෼ղ
    ɹষίϯϙʔωϯτϕʔε෼ղύλʔϯ
    ɹষۀ຿σʔλͷ෼ղ
    ɹষαʔϏεͷཻ౓
    ɹষ࠶ར༻ύλʔϯ
    ɹষσʔλͷॴ༗ݖͱ෼ࢄτϥϯβΫγϣϯ
    ষ෼ࢄσʔλΞΫηε
    ষ෼ࢄϫʔΫϑϩʔͷ؅ཧ
    ষτϥϯβΫγϣφϧαʔΨ
    ষίϯτϥΫτ
    ষ෼ੳσʔλͷ؅ཧ
    ষಠࣗͷτϨʔυΦϑ෼ੳΛߏங͢Δ
    4ZTPQT4RVBEαʔΨͰͷΤϐιʔυΛϕʔεʹ
    ΞʔΩςΫνϟ্ͷ໰୊ʹऔΓ૊ΜͰ͍͘
    

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24. ɹষʮϕετϓϥΫςΟεʯ͕ͳ͍ͱͲ͏ͳΔʁ
    ɹষιϑτ΢ΣΞΞʔΩςΫνϟʹ͓͚Δ݁߹ͷݟ͚ͭํ
    ɹষιϑτ΢ΣΞΞʔΩςΫνϟͷϞδϡʔϧԽ
    ɹষΞʔΩςΫνϟͷ෼ղ
    ɹষίϯϙʔωϯτϕʔε෼ղύλʔϯ
    ɹষۀ຿σʔλͷ෼ղ
    ɹষαʔϏεͷཻ౓
    ɹষ࠶ར༻ύλʔϯ
    ɹষσʔλͷॴ༗ݖͱ෼ࢄτϥϯβΫγϣϯ
    ষ෼ࢄσʔλΞΫηε
    ষ෼ࢄϫʔΫϑϩʔͷ؅ཧ
    ষτϥϯβΫγϣφϧαʔΨ
    ষίϯτϥΫτ
    ষ෼ੳσʔλͷ؅ཧ
    ষಠࣗͷτϨʔυΦϑ෼ੳΛߏங͢Δ
    4ZTPQT4RVBEαʔΨͰͷΤϐιʔυΛϕʔεʹ
    ΞʔΩςΫνϟ্ͷ໰୊ʹऔΓ૊ΜͰ͍͘
    ϞϊϦγοΫͳγεςϜΛͲ͏෼ղ͍͔ͯ͘͠
    

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25. ɹষʮϕετϓϥΫςΟεʯ͕ͳ͍ͱͲ͏ͳΔʁ
    ɹষιϑτ΢ΣΞΞʔΩςΫνϟʹ͓͚Δ݁߹ͷݟ͚ͭํ
    ɹষιϑτ΢ΣΞΞʔΩςΫνϟͷϞδϡʔϧԽ
    ɹষΞʔΩςΫνϟͷ෼ղ
    ɹষίϯϙʔωϯτϕʔε෼ղύλʔϯ
    ɹষۀ຿σʔλͷ෼ղ
    ɹষαʔϏεͷཻ౓
    ɹষ࠶ར༻ύλʔϯ
    ɹষσʔλͷॴ༗ݖͱ෼ࢄτϥϯβΫγϣϯ
    ষ෼ࢄσʔλΞΫηε
    ষ෼ࢄϫʔΫϑϩʔͷ؅ཧ
    ষτϥϯβΫγϣφϧαʔΨ
    ষίϯτϥΫτ
    ষ෼ੳσʔλͷ؅ཧ
    ষಠࣗͷτϨʔυΦϑ෼ੳΛߏங͢Δ
    4ZTPQT4RVBEαʔΨͰͷΤϐιʔυΛϕʔεʹ
    ΞʔΩςΫνϟ্ͷ໰୊ʹऔΓ૊ΜͰ͍͘
    ϞϊϦγοΫͳγεςϜΛͲ͏෼ղ͍͔ͯ͘͠
    ෼ࢄγεςϜͰ௚໘͢Δ೉୊ΛͲ͏ܾఆ͍͔ͯ͘͠
    

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26. ֤ষͷߏ੒
    4ZTPQT4RVBEαʔΨɿίϯςΩετύʔτ
    ෺ޠͷొ৔ਓ෺ͨͪʹΑͬͯίϯςΩετ΍ΞʔΩςΫνϟ্ͷ໰୊͕ఏࣔ͞ΕΔ
    ղઆύʔτ
    ໰୊ʹର͢Δղܾࡦʢબ୒ࢶʣ͝ͱͷಛ௃ɺτϨʔυΦϑͳͲ͕ղઆ͞ΕΔ
    4ZTPQT4RVBEαʔΨɿ݁࿦ύʔτ
    ෺ޠͷొ৔ਓ෺͕ࣗ෼ͨͪͷঢ়گΛ΋ͱʹτϨʔυΦϑΛ෼ੳ͠ɺΞʔΩςΫνϟ্ͷܾఆΛߦ͏
    㾎۩ମతͳऔΓ૊Έํ͕Πϝʔδ͠΍͍͢
    㾎ʮιϑτ΢ΣΞΞʔΩςΫνϟͷجૅʯͷߟ͑ํ΍ςΫχοΫɺιϑτεΩϧͷ࣮ફฤͱͯ͠΋ಡΊΔ
    ޮՌ
    

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27. ܾఆ͢Δͷ͕೉͍͠໰୊ʢϋʔυύʔπʣΛͲ͏ܾΊ͍͔ͯ͘
    ˠ෼ࢄγεςϜͰ௚໘͢Δ೉͍͠໰୊ΛͲ͏ܾఆ͍͔ͯ͘͠
    ޙ͔Βม͑Δͷ͕೉͍͠ߗ͍෦෼ʢϋʔυύʔπʣΛͲ͏ม͍͔͑ͯ͘
    ˠϞϊϦγοΫͳγεςϜΛͲ͏෼ղ͍͔ͯ͘͠
    4ZTPQT4RVBEαʔΨͷίϯςετ
    

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28. ܾఆ͢Δͷ͕೉͍͠໰୊ʢϋʔυύʔπʣΛͲ͏ܾΊ͍͔ͯ͘
    ˠ෼ࢄγεςϜͰ௚໘͢Δ೉͍͠໰୊ΛͲ͏ܾఆ͍͔ͯ͘͠
    ޙ͔Βม͑Δͷ͕೉͍͠ߗ͍෦෼ʢϋʔυύʔπʣΛͲ͏ม͍͔͑ͯ͘
    ˠϞϊϦγοΫͳγεςϜΛͲ͏෼ղ͍͔ͯ͘͠
    4ZTPQT4RVBEαʔΨͷίϯςετ
    

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29. ɹষʮϕετϓϥΫςΟεʯ͕ͳ͍ͱͲ͏ͳΔʁ
    ɹষιϑτ΢ΣΞΞʔΩςΫνϟʹ͓͚Δ݁߹ͷݟ͚ͭํ
    ɹষιϑτ΢ΣΞΞʔΩςΫνϟͷϞδϡʔϧԽ
    ɹষΞʔΩςΫνϟͷ෼ղ
    ɹষίϯϙʔωϯτϕʔε෼ղύλʔϯ
    ɹষۀ຿σʔλͷ෼ղ
    ɹষαʔϏεͷཻ౓
    ɹষ࠶ར༻ύλʔϯ
    ɹষσʔλͷॴ༗ݖͱ෼ࢄτϥϯβΫγϣϯ
    ষ෼ࢄσʔλΞΫηε
    ষ෼ࢄϫʔΫϑϩʔͷ؅ཧ
    ষτϥϯβΫγϣφϧαʔΨ
    ষίϯτϥΫτ
    ষ෼ੳσʔλͷ؅ཧ
    ষಠࣗͷτϨʔυΦϑ෼ੳΛߏங͢Δ
    ϞϊϦγοΫͳγεςϜΛͲ͏෼ղ͍͔ͯ͘͠
    

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30. ষΞʔΩςΫνϟͷ෼ղ
    

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31. ίϯςΩετύʔτ
    ΞϓϦέʔγϣϯશମΛଊ্͑ͨͰɺ
    ઓज़తϑΥʔΫ͔ίϯϙʔωϯτϕʔε෼ղΛద༻͢Δͷ͕ྑ͍΍ΓํͰ͢
    ϩʔΨϯ
    ΞσΟιϯ ΦʔεςΟϯ
    ࢲͨͪ͸ͲͪΒΛ࢖͑͹ྑ͍ͷͰ͠ΐ͏͔ʜ
    ΞσΟιϯ ΦʔεςΟϯ
    ΞϓϦέʔγϣϯ͕େ͖͗ͯ͢ɺͲ͔͜ΒखΛ͚͍͍͔ͭͯ෼͔Γ·ͤΜʂ
    

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32. ϞϊϦγοΫΞϓϦέʔγϣϯͷ෼ղΞϓϩʔν
    ઓज़తϑΥʔΫ ίϯϙʔωϯτϕʔε෼ղ
    ίʔυϕʔεΛίϐʔͯ͠ผαʔϏεΛ࡞Γ
    ෆཁͳ෦෼Λ࡟আ͢Δ͜ͱͰϞϊϦγοΫΞϓϦέʔγϣϯΛ෼ղ͢Δ
    ᶃϞϊϦεͷΫϩʔϯΛ࡞੒͢Δ
    ᶄίʔυΛ੔ཧ
    ղઆύʔτ
    

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33. ݁࿦ύʔτ
    ίϯϙʔωϯτϕʔε෼ղ
    

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34. ϞϊϦγοΫͳγεςϜΛͲ͏෼ղ͍͔ͯ͘͠
    σʔλ
    ϞϊϦγοΫσʔλͷ෼ղεςοϓ
    σʔλϕʔεΛ෼ղ͢Δஈ֊ϓϩηε
    ίʔυ
    ϞϊϦε͔Βͷ෼ղΞϓϩʔν
    ઓज़తϑΥʔΫɺίϯϙʔωϯτ෼ղ
    

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35. ܾఆ͢Δͷ͕೉͍͠໰୊ʢϋʔυύʔπʣΛͲ͏ܾΊ͍͔ͯ͘
    ˠ෼ࢄγεςϜͰ௚໘͢Δ೉͍͠໰୊ΛͲ͏ܾఆ͍͔ͯ͘͠
    ޙ͔Βม͑Δͷ͕೉͍͠ߗ͍෦෼ʢϋʔυύʔπʣΛͲ͏ม͍͔͑ͯ͘
    ˠϞϊϦγοΫͳγεςϜΛͲ͏෼ղ͍͔ͯ͘͠
    4ZTPQT4RVBEαʔΨͷίϯςετ
    

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36. ΞʔΩςΫτ͕௚໘͢Δ࠷΋ࠔ೉ͳ՝୊ͷҰͭ͸ɺ෼ࢄΞʔΩςΫνϟʹ࡞༻
    ͢Δ͞·͟·ͳྗͱτϨʔυΦϑΛղ͖΄͙͢͜ͱͩ
    l
    ιϑτ΢ΣΞΞʔΩςΫνϟ͸ɺ͞·͟·ͳྗ͕૬ޓ࡞༻͠߹͏ଟ࣍ݩతͳ໰
    ୊ΛੜΈग़͢ɻτϨʔυΦϑ෼ੳΛߦ͏ʹ͸ɺ·ͣτϨʔυΦϑͷؔ܎ʹ͋Δ
    ྗΛ೺Ѳ͠ͳͯ͘͸ͳΒͳ͍
    l
    ෼ࢄγεςϜͰ௚໘͢Δ೉୊Λܾఆ͍ͯ͘͠ࡍͷ೉͠͞
    

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37. ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    

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38. αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    

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39. σʔλॴ༗ݖΛ
    Ͳ͏ׂΓ౰ͯΔ͔
    αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    

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40. σʔλॴ༗ݖΛ
    Ͳ͏ׂΓ౰ͯΔ͔
    ϫʔΫϑϩʔΛ
    Ͳ͏࣮ݱ͢Δ͔
    αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    

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41. σʔλॴ༗ݖΛ
    Ͳ͏ׂΓ౰ͯΔ͔
    ϫʔΫϑϩʔΛ
    Ͳ͏࣮ݱ͢Δ͔
    αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    αʔϏεؒ௨৴ͷ
    ํࣜΛͲ͏͢Δ͔
    ίϯτϥΫτ ಉظඇಉظ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    

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42. σʔλॴ༗ݖΛ
    Ͳ͏ׂΓ౰ͯΔ͔
    ϫʔΫϑϩʔΛ
    Ͳ͏࣮ݱ͢Δ͔
    ڞ௨తͳίʔυΛ
    Ͳ͏ѻ͏͔
    αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    αʔϏεؒ௨৴ͷ
    ํࣜΛͲ͏͢Δ͔
    ίϯτϥΫτ ಉظඇಉظ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    

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43. σʔλॴ༗ݖΛ
    Ͳ͏ׂΓ౰ͯΔ͔
    ϫʔΫϑϩʔΛ
    Ͳ͏࣮ݱ͢Δ͔
    ڞ௨తͳίʔυΛ
    Ͳ͏ѻ͏͔
    ॴ༗͍ͯ͠ͳ͍σʔλʹ
    Ͳ͏ΞΫηε͢Δ͔
    αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    αʔϏεؒ௨৴ͷ
    ํࣜΛͲ͏͢Δ͔
    ίϯτϥΫτ ಉظඇಉظ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    

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44. σʔλॴ༗ݖΛ
    Ͳ͏ׂΓ౰ͯΔ͔
    σʔλ੔߹ੑΛ
    Ͳ͏֬อ͢Δ͔
    ϫʔΫϑϩʔΛ
    Ͳ͏࣮ݱ͢Δ͔
    ڞ௨తͳίʔυΛ
    Ͳ͏ѻ͏͔
    ॴ༗͍ͯ͠ͳ͍σʔλʹ
    Ͳ͏ΞΫηε͢Δ͔
    αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    αʔϏεؒ௨৴ͷ
    ํࣜΛͲ͏͢Δ͔
    ίϯτϥΫτ ಉظඇಉظ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    

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45. σʔλॴ༗ݖΛ
    Ͳ͏ׂΓ౰ͯΔ͔
    σʔλ੔߹ੑΛ
    Ͳ͏֬อ͢Δ͔
    ϫʔΫϑϩʔΛ
    Ͳ͏࣮ݱ͢Δ͔
    ڞ௨తͳίʔυΛ
    Ͳ͏ѻ͏͔
    ॴ༗͍ͯ͠ͳ͍σʔλʹ
    Ͳ͏ΞΫηε͢Δ͔
    αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    αʔϏεؒ௨৴ͷ
    ํࣜΛͲ͏͢Δ͔
    ίϯτϥΫτ ಉظඇಉظ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    

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46. σʔλॴ༗ݖΛ
    Ͳ͏ׂΓ౰ͯΔ͔
    σʔλ੔߹ੑΛ
    Ͳ͏֬อ͢Δ͔
    ϫʔΫϑϩʔΛ
    Ͳ͏࣮ݱ͢Δ͔
    ڞ௨తͳίʔυΛ
    Ͳ͏ѻ͏͔
    ॴ༗͍ͯ͠ͳ͍σʔλʹ
    Ͳ͏ΞΫηε͢Δ͔
    αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    αʔϏεؒ௨৴ͷ
    ํࣜΛͲ͏͢Δ͔
    ίϯτϥΫτ ಉظඇಉظ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    ষ࠶ར༻ύλʔϯ
    ̓ষαʔϏεͷཻ౓
    ̕ষσʔλͷॴ༗ݖͱ෼ࢄτϥϯβΫγϣϯ
    ষ෼ࢄσʔλΞΫηε
    ষ෼ࢄϫʔΫϑϩʔͷ؅ཧ
    ষίϯτϥΫτ
    ষτϥϯβΫγϣφϧαʔΨ
    

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47. σʔλॴ༗ݖΛ
    Ͳ͏ׂΓ౰ͯΔ͔
    σʔλ੔߹ੑΛ
    Ͳ͏֬อ͢Δ͔
    ϫʔΫϑϩʔΛ
    Ͳ͏࣮ݱ͢Δ͔
    ڞ௨తͳίʔυΛ
    Ͳ͏ѻ͏͔
    ॴ༗͍ͯ͠ͳ͍σʔλʹ
    Ͳ͏ΞΫηε͢Δ͔
    αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    αʔϏεؒ௨৴ͷ
    ํࣜΛͲ͏͢Δ͔
    ίϯτϥΫτ ಉظඇಉظ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    ষ࠶ར༻ύλʔϯ
    ̓ষαʔϏεͷཻ౓
    ̕ষσʔλͷॴ༗ݖͱ෼ࢄτϥϯβΫγϣϯ
    ষ෼ࢄσʔλΞΫηε
    ষ෼ࢄϫʔΫϑϩʔͷ؅ཧ
    ষίϯτϥΫτ
    ষτϥϯβΫγϣφϧαʔΨ
    

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48. ষαʔϏεͷཻ౓
    

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49. ίϯςΩετύʔτ
    υϝΠϯαʔϏεΛ΋ͬͱখ͞ͳαʔϏεʹ෼ղͨ͠ํ͕ྑ͍ͷͰ͸ʁ
    ϚΠΫϩαʔϏεͱͯ͠͸ૈ͗͢·͢ʂ
    ͢΂ͯͷαʔϏεΛϚΠΫϩʹ͠Α͏ͱ͢Δͷ͸ѱखͰ͢Αɻ
    αʔϏεΛখ͍ͨ͘͞͠ཧ༝͸ԿͰ͔͢ʁ
    ୯Ұ੹೚ͷݪଇͰ͢Α
    ୯Ұͷ੹೚͕ԿΛࢦ͔͢ͱ͍͏ͷ͸ɺओ؍తͳ΋ͷͰ͢ɻ
    αʔϏεͷཻ౓Λਖ਼͘͠೺Ѳ͢Δʹ͸ɺཻ౓෼ղཁҼͱཻ౓౷߹ཁҼΛ࢖ͬͯτϨʔυΦϑΛ٬؍తʹ෼ੳ͠ɺ
    αʔϏεΛ෼ׂ͢Δ͔Ͳ͏͔ͷ֬ݻͨΔࠜڌΛܗ੒͢Δͷ͕ॏཁͰ͢
    ςΠϨϯ
    ςΠϨϯ
    ϩʔΨϯ
    ϩʔΨϯ
    

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50. αʔϏεͷཻ౓͸ɺཻ౓෼ղཁҼͱཻ౓౷߹ཁҼͷόϥϯεʹΑܾͬͯఆ͞ΕΔ
    

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51. αʔϏεͷཻ౓͸ɺཻ౓෼ղཁҼͱཻ౓౷߹ཁҼͷόϥϯεʹΑܾͬͯఆ͞ΕΔ
    w αʔϏεͷൣғͱػೳ
    w ίʔυมಈ཰
    w εέʔϥϏϦςΟͱεϧʔϓοτ
    w ֦ுੑ
    w ଱ো֐ੑ
    w ηΩϡϦςΟ
    

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52. αʔϏεͷཻ౓͸ɺཻ౓෼ղཁҼͱཻ౓౷߹ཁҼͷόϥϯεʹΑܾͬͯఆ͞ΕΔ
    w σʔλϕʔετϥϯβΫγϣϯ
    w ϫʔΫϑϩʔͱίϨΦάϥϑΟ
    w ڞ༗ίʔυ
    w σʔλؔ܎
    

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53. αʔϏεͷཻ౓͸ɺཻ౓෼ղཁҼͱཻ౓౷߹ཁҼͷόϥϯεʹΑܾͬͯఆ͞ΕΔ
    w αʔϏεͷൣғͱػೳ
    w ίʔυมಈ཰
    w εέʔϥϏϦςΟͱεϧʔϓοτ
    w ֦ுੑ
    w ଱ো֐ੑ
    w ηΩϡϦςΟ
    w σʔλϕʔετϥϯβΫγϣϯ
    w ϫʔΫϑϩʔͱίϨΦάϥϑΟ
    w ڞ༗ίʔυ
    w σʔλؔ܎
    

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54. αʔϏεͷཻ౓͸ɺཻ౓෼ղཁҼͱཻ౓౷߹ཁҼͷόϥϯεʹΑܾͬͯఆ͞ΕΔ
    w αʔϏεͷൣғͱػೳ
    w ίʔυมಈ཰
    w εέʔϥϏϦςΟͱεϧʔϓοτ
    w ֦ுੑ
    w ଱ো֐ੑ
    w ηΩϡϦςΟ
    w σʔλϕʔετϥϯβΫγϣϯ
    w ϫʔΫϑϩʔͱίϨΦάϥϑΟ
    w ڞ༗ίʔυ
    w σʔλؔ܎
    ཧ૝
    ݱ࣮
    

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55. ݁࿦ύʔτ
    Y
    

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56. σʔλॴ༗ݖΛ
    Ͳ͏ׂΓ౰ͯΔ͔
    σʔλ੔߹ੑΛ
    Ͳ͏֬อ͢Δ͔
    ϫʔΫϑϩʔΛ
    Ͳ͏࣮ݱ͢Δ͔
    ڞ௨తͳίʔυΛ
    Ͳ͏ѻ͏͔
    ॴ༗͍ͯ͠ͳ͍σʔλʹ
    Ͳ͏ΞΫηε͢Δ͔
    αʔϏεͷద੾ͳཻ౓Λ
    Ͳ͏ݟ͚ͭΔ͔
    ຌྫ
    ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    αʔϏεؒ௨৴ͷ
    ํࣜΛͲ͏͢Δ͔
    ίϯτϥΫτ ಉظඇಉظ
    બ୒ࢶʹΑͬͯ͸ӨڹΛड͚Δߟྀ͢Δඞཁ͕͋Δ
    ෼ࢄγεςϜͷ࣮ݱͰ௚໘͢Δ͞·͟·ͳྗͱτϨʔυΦϑ
    ষ࠶ར༻ύλʔϯ
    ̓ষαʔϏεͷཻ౓
    ̕ষσʔλͷॴ༗ݖͱ෼ࢄτϥϯβΫγϣϯ
    ষ෼ࢄσʔλΞΫηε
    ষ෼ࢄϫʔΫϑϩʔͷ؅ཧ
    ষίϯτϥΫτ
    ষτϥϯβΫγϣφϧαʔΨ
    

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57. ܾఆ͢Δͷ͕೉͍͠໰୊ʢϋʔυύʔπʣΛͲ͏ܾΊ͍͔ͯ͘
    ˠ෼ࢄγεςϜͰ௚໘͢Δ೉͍͠໰୊ΛͲ͏ܾఆ͍͔ͯ͘͠
    ޙ͔Βม͑Δͷ͕೉͍͠ߗ͍෦෼ʢϋʔυύʔπʣΛͲ͏ม͍͔͑ͯ͘
    ˠϞϊϦγοΫͳγεςϜΛͲ͏෼ղ͍͔ͯ͘͠
    ۩ମతͳίϯςΩετʹԊͬͯʮͲ͏΍ͬͯʯΛղઆ
    

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58. ɹষʮϕετϓϥΫςΟεʯ͕ͳ͍ͱͲ͏ͳΔʁ
    ɹষιϑτ΢ΣΞΞʔΩςΫνϟʹ͓͚Δ݁߹ͷݟ͚ͭํ
    ɹষιϑτ΢ΣΞΞʔΩςΫνϟͷϞδϡʔϧԽ
    ɹষΞʔΩςΫνϟͷ෼ղ
    ɹষίϯϙʔωϯτϕʔε෼ղύλʔϯ
    ɹষۀ຿σʔλͷ෼ղ
    ɹষαʔϏεͷཻ౓
    ɹষ࠶ར༻ύλʔϯ
    ɹষσʔλͷॴ༗ݖͱ෼ࢄτϥϯβΫγϣϯ
    ষ෼ࢄσʔλΞΫηε
    ষ෼ࢄϫʔΫϑϩʔͷ؅ཧ
    ষτϥϯβΫγϣφϧαʔΨ
    ষίϯτϥΫτ
    ষ෼ੳσʔλͷ؅ཧ
    ষಠࣗͷτϨʔυΦϑ෼ੳΛߏங͢Δ
    4ZTPQT4RVBEαʔΨͰͷΤϐιʔυΛϕʔεʹ
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59. ਖ਼ղΛ༩͑ͯ͘ΕΔॻ੶Ͱ͸ͳ͘ɺಡऀ͕ࣗ෼ͨͪͷঢ়گʹ߹Θͤͨબ୒Λߦͳͬͯ
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60. ⚠
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61. ஫ҙ͠ͳ͚Ε͹ͳΒͳ͍఺
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62. ੟ͳΔ޷ح৺Λࣦͬͯ͸͍͚ͳ͍
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63. ࣮ફΛॏͶͯΑΓྑ͍ΞʔΩςΫνϟΛ໨ࢦ͍͖ͯ͠·͠ΐ͏
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64. ιϑτ΢ΣΞΞʔΩςΫνϟɾ
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