まだ40代後半のプログラマの話、あるいは50代プログラマについて考える / railsdm 2019

Railsdm 2019での発表資料です。発表時のものから少しだけ修正しています。

Transcript

1. *NBQSPHSBNNFS TUJMMJONZMBUFGPSUJFT
   BOEIPXUPCFDPNFBBHFE
   QSPHSBNNFS
   
   Ұൠࣾஂ๏ਓ೔ຊ3VCZͷձʗגࣜձࣾୡਓग़൛ձ
   ߴڮ੐ٛ
   ·ͩ୅ޙ൒ͷϓϩάϥϚͷ࿩ɺ͋Δ͍͸୅ϓϩάϥϚʹ͍ͭͯߟ͑Δ
   

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2. +JN8FJSJDI
   IUUQTUXJUUFSDPNKJNXFJSJDI
   

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3. ,FZOPUF5BMLʜ
   w/PO5FDIOJDBMɹςΫχΧϧͰ͸ͳ͍
   w3FMFWBOUɹ ೔ʑͷ׆ಈʹ
   ؔ࿈ੑͷߴ͍
   w(PPEɹ͍͍࿩
   IUUQTXXXZPVUVCFDPNXBUDI W'*5+.+K"46T
   3VCZ$POG:/PU"EWFOUVSFTJO'VODUJPOBM1SPHSBNNJOHCZ+JN8FJSJDI
   ˞ຊਓ͸͍͢͝ςΫχΧϧˍ೔ʑͷ໾ʹཱͨͳ͍ˍώυ͍3VCZͷίʔυͷLFZOPUFΛ࿩͍ͯͨ͠
   

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4. IUUQTHJUIVCDPNKJNXFJSJDIXZSJLJDPNNJUEGBDGBFBDCEBEBBBDE
   

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5. ࣗݾ঺հ
   

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6. ࣗݾ঺հ
   wߴڮ੐ٛ
   wגࣜձࣾୡਓग़൛ձʢ*5ΤϯδχΞ޲͚ͷిࢠॻ੶
   ͷ੍࡞ɾൢചʣ
   wҰൠࣾஂ๏ਓ೔ຊ3VCZͷձʢϓϩάϥϛϯάݴޠ
   3VCZͷར༻ऀɾ։ൃऀͷࢧԉʣ
   w3VCZྺ͸೥ʴЋ
   

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7. ͨͷ͍͠3VCZୈ൛
   w ͓͔͛͞·ͰΈͳ͞·ʹѪ͞Ε
   ͯୈ൛͕ࠓिग़·ͨ͠
   w ҎԼ͸੾ΓࣺͯΔํ਑
   w ʮ͋Μ·Γָ͘͠ͳ͍ʯͱݴΘ
   ΕͯͭΒ͍ؾ࣋ͪʹͳΔ͜ͱ΋
   w ຊ͕ͨͷ͍͠ͱ͍͏ΑΓ͸
   3VCZͰϓϩάϥϛϯά͢Δ
   ͜ͱ͕ͨͷ͍͠ͷͰʜʜ
   IUUQTUBOPTIJJSVCZHJUIVCJP
   

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8. 3VCZ;Γ͕ͳϓϩάϥϛϯά
   w ;Γ͕ͳϓϩάϥϛϯάγϦʔ
   ζ࠷৽ץʢͷ͸ͣʣ
   w 3BJMTͷίʔυʢҰ෦ʣʹ΋;
   Γ͕ͳ͕ৼΒΕ͍ͯΔ਌੾ઃܭ
   w ᕒ਎ͷʮ͸͡Ίʹʯ͖ͭ
   w ຊจͱ;Γ͕ͳ͸ಛʹॻ͍ͯ
   ͍·ͤΜ
   w ͋Ε͜Εݴ͏͚ͩ൪௕ͷ܎
   IUUQTCPPLJNQSFTTDPKQCPPLT
   

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9. ϑΣΞΛ։࠵த
   ͍ͨͩ·ୡਓग़൛ձαΠτͰ
   ͸ɺϚΠφϏग़൛ɾΠϯϓϨ
   εɾΠϯϓϨε3%ɾۙ୅Պ
   ֶࣾɾ4#ΫϦΤΠςΟϒ͞Μ
   ͷೖ໳ॻλΠτϧΛΦϑ
   ͱ͔Ͱఏڙ͍ͯ͠·͢ɻ
   IUUQTUBUTV[JOFDPNTBMFTFCQ
   

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10. ຊ೔࿩͞ͳ͍͜ͱ
    

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11. ຊ೔ ͋·Γ
    ࿩͞ͳ͍͜ͱ
    wੲ࿩ɾઆڭ࿩
    wٕज़ॻయ
    w3VCZ,BJHJ
    wNSVCZ
    

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12. ੲ࿩
    w ແବʹ3VCZྺ͕௕͍෼ɺ࿩͢ػձ͕ͪΐͪ͘ΐ͋͘Δ
    w 3VCZUIͱ͔
    w ͱ͸͍͑ɺ3BJMT͸ʮࠓʯΛڧ͘ҙ͍ࣝͯ͠Δʢࢲݟʣ
    w աڈͷޓ׵ੑΛա౓ʹॏࢹ͠ͳ͍
    w ະདྷʹඋ͑ΔͷͰ͸ͳ͘:"(/*
    w աڈ΍ະདྷΑΓ΋ʮࠓʯͷ࿩Λ
    

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13. આڭ࿩
    w ͑Β͘ͳͬͨਓ͕ޠΔ͋Γ͕͍͓ͨ࿩
    w ͦ͏͍͏ҙຯͰʮ͑Β͍ʯਓͰ͸ͳ͍
    w 3VCZ΍3BJMTͷίϛολʔͰ΋ͳ͍͠
    w 3VCZɾ3BJMTΛ͘͢͝࢖͍͜ͳͯ͠ΔΘ͚Ͱ΋ͳ͍͠
    w ೔ৗੜ׆ͷಓ۩ͱͯ͠࢖͍ͬͯΔఔ౓
    

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14. ٕज़ॻయ
    w ٕज़ܥॻ੶ଈചձʢಉਓࢽʴ঎ۀࢽʣ
    w ʢ೔ʣ஑ାͰٕज़ॻయΛ։࠵༧ఆ
    w ࠓ౓ͷ3VCZ,BJHJͰɺʢඇެࣜʣཱͪಡΈ޿৔Λ࡞Γ
    ͍ͨͷͰྑ͔ͬͨΒ͝ڠྗ͍ͩ͘͞ʂ
    w ͱ͸͍ٕ͑ज़ॻయͰ͸3BJMT͸࢖ͬͯͳ͍ͷͰʜ
    w αΠτ͸("&(P5ZQF4DSJQUʹدͤͯ·͢
    

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15. 3VCZ,BJHJ
    w ͷ೔ؒɾτϥοΫ
    w -5ઈࢍืूத
    w IUUQTDGQSVCZLBJHJPSHFWFOUT-5
    w ࠓ͔Βͩͱ౔༵೔ͷϗςϧ͕औΓͮΒ͍͔΋
    w IUUQTBNBSZTKUCKQSVCZLBJHJ
    

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16. NSVCZ
    w ೥౓3VCZΞιγΤʔγϣϯ։ൃॿ੒ʮNSVCZͷ
    লϝϞϦԽͷ࣮ݱʯʢࢁࠜɾߴڮʣ
    w 3BJMTʹ͸ϛϦ΋͔͢Βͳ͍
    w ࣮࣭$ͷ࿩͔͠ͳ͍
    w ৄ͘͠͸3VCZ,BJHJͰ
    

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17. ຊ೔ͷ͓୊
    

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18. ϓϩάϥϚࡀఆ೥આͷ೥ྸ͔Β
    ೥Ҏ্ա͗ͨޙͷϓϩάϥϚੜ׆
    

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19. ͳͥ͜Μͳ͓୊ͳͷ͔
    w͕͢͞ʹ3BJMTͷ࿩ͰΩʔϊʔτͱ͔ແཧͦ͏
    wฉ͍ͯΔਓͷํ͕ΑͬΆͲ3BJMTৄ͍͠
    wฉ͍ͯΔਓ͸஌Βͳͦ͞͏Ͱɺੲ࿩Ά͘ͳΒͳͦ͞
    ͏ͳωλͱͯ͠
    w೥ྸʜʜʁ
    

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20. ·ͩ୅ޙ൒ͷϓϩάϥϚ
    

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21. ླ໦঵ࢠ
    wϑϧελοΫϛϡʔδγϟϯ
    w ΞϧόϜʮ-PWF QBJOGVM
    MPWFʯͰ͸࡞ࢺɾ࡞ۂʢۂ
    আ͘ʣɺυϥϜεɺϕʔεɺ
    ΪλʔɺΩʔϘʔυɺϘʔ
    ΧϧɺίʔϥεɺΞϨϯδɺ
    ϓϩσϡʔεͷશ෦ΛҰਓ
    ଟॏ࿥ԻͰ΍ͬͯͨΓ͢Δ
    

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22. ʰ·ͩ୅ͷঁʱ
    ʮ·ͩ୅ͷঁ͸ɺΞϦόΠ͕ཉ͔ͬͨ͠
    ɹ·ͩࣗ෼͕ঁͩͱࢥ͑Δ͕࣌ؒʯ
    ʮ·ͩ୅ͷঁ͸ɺ஌Δ͢΂΋ͳ͔ͬͨ
    ɹ΍͕ͯΛӽ͑ͨͱ͖ɺ͸͡Ίͯɺࣝͬͨʯ
    

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23. ୅ͱ୅
    w ୅͸·ͩڝ૪ͷقઅ
    w Λա͗Δͱɺڝ૪͔Βʮ߱ΓΔʯʢ߱Ζ͞ΕΔʣ
    w ୅·Ͱͷ஝ੵͰਐΉ͔ɺ·ͬͨ͘ҧ͏࣠Ͱউෛ͢
    Δʢͤ͞ΒΕΔʣ
    w Ͱ΋୅͸୅Ͱ໘ന͍ʢͱͷ͜ͱʣ
    w ˞ݸਓͷҹ৅Ͱ͢
    

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24. ࡀϓϩάϥϚʔఆ೥આ
    

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25. ࡀҎ্ͷํʁ✋
    

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26. ࡀϓϩάϥϚʔఆ೥આ
    w ࡀ͝ΖͰϓϩάϥϚʔͰ͸ͳ͘ͳΔ͜ͱ
    w ॳग़ɾఏএऀ͸ෆ໌͕ͩɺҎલ͔ΒࣅͨΑ
    ͏ͳ͜ͱ͸ݴΘΕ͍ͯͨΒ͍͠
    w ೥ྸ΋෯͕͋Δʮࡀʯʮࡀʯʮࡀʯ
    

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27. ϓϩάϥϚࡀఆ೥આ
    ࡾݪॱʮ๻ͷ͢Θ͍ͬͯΔ৔ॴʯ
    ೥ՖΏΊ&10߸ॳग़
    

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28. ࡾݪॱ
    ʮ͸Έͩͬ͠ࢠʯͰ༗໊ɻωʔϜ͕ଟ͘ɺ
    ϖʔδจࣈ͔͠ͳ͍ϖʔδ΋͋Δ͕ɺ
    Ұ੾ηϦϑ͕ͳ͍ճ͕͋ͬͨΓ΋͢Δɻ
    ɹޙظͷʮϜʔϯɾϥΠςΟϯάʯ΍
    ʮ4POTʯʮ9%BZʯͰ͸%%ͱ͍͏ϓϩ
    άϥϚ͕ग़ͯ͘Δʢલϖʔδͷஉੑʣɻ
    ɹ೥݄೔Ӭ຾ɻ౰࣌͸ೖखࠔ
    ೉͕࡞඼͕ଟ͔͕ͬͨɺϑΝϯ΍ؔ܎ऀ
    ͷ׆ಈʹΑΓݱࡏ͸ଟ͘ͷ࡞඼͕ೖखͰ
    ͖ΔʢిࢠؚΉʣɻ
    IUUQTXXXIBLVTFOTIBDPKQDPNJDTMJTU
    

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29. ࠷ۙ͸൱ఆతͳҙݟ͕ଟ͍
    w ࠷ۙ͸ࡀͰ΋ఆ೥͠ͳͦ͞͏ͳ܏޲͕͋Δ
    w ա͗ͯ΋ΈΜͳී௨ʹϓϩάϥϚͯ͠Δ
    w େมΑ͍͜ͱ
    w ଞਓ΍ੈ͕ؒ೥ྸͰܾΊΔͷͰ͸ͳ͘ɺࣗ
    ෼͕ࣗ෼ͷ౎߹ͰܾΊΔͷ͕ϕετ
    

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30. ˞ଞਓͷਓੜ͸ࢀߟʹͳΒͳ͍
    w %))ɺ.BU[ͷΑ͏ͳਓੜΛੜ͖ΒΕΔͷ͸
    ຊਓ͚ͩ
    w ࣗ෼ͷਓੜΛੜ͖Δ͔͠ͳ͍
    w ͜ͷτʔΫ΋࿩൒෼ʹฉ͍ͯԼ͍͞
    

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31. ͱ͸͍͑Կࡀ·Ͱଓ͚Δͷ͔
    w ࡀͱ͔ࡀͱ͔Ͱ΋ී௨ʹϓϩάϥϚͯ͠
    ͍Δͷ͔ʁ
    w Կͱͳ͘೉ͦ͠͏ͳؾ͕ͯ͘͠Δ
    

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32. //ࡀϓϩάϥϚʔఆ೥આ
    ͷݪҼ͸Կͩͬͨͷ͔
    

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33. ϓϩάϥϚʔࡀఆ೥આͷ౰ࣄऀʹͳΓ·ͨ͠IUUQTTIJTIJIBUFOBCMPHKQFOUSZ
    ࠓ೥ࡀͷࢲ͕ɺʮϓϩάϥϚʔࡀఆ೥આʯʹ͍ͭͯɺߟ࡯ͯ͠ΈΔɻIUUQXXXTNBSUTUZMFCMPHOFUFOUSZ
    $BSFFS'PS1SPHSBNNFS
    ࡀʹͳͬͯࢥ͏ʮϓϩάϥϚࡀఆ೥આʯIUUQTTIJHPUPOPNJSBJDPNZFBSPMESFUJSFNFOU
    ϓϩάϥϚʔࡀఆ೥આͷਅ࣮ͱࡀͷนIUUQTPVDIJJUDPNQH
    ̞̩ਓࡐ͕ෆ଍ͱ͍͏΢ιͱ4&ࡀఆ೥આͷṖIUUQTXXXXBOUFEMZDPNDPNQBOJFTUSBTICSJFpOHQPTU@BSUJDMFT
    ϓϩάϥϚࡀఆ೥આIUUQXXXHDEPSHCMPH
    పఈݕূʂϓϩάϥϚʔࡀఆ೥આͷਅ࣮͸IUUQTXXXPSJPOTDPKQDFPCMPHUSFOESFUJSFNFOUBHFUIFPSZ
    Զͷߟ͑ΔϓϩάϥϚʔࡀఆ೥આIUUQEPDTLPNBHBUBPSH
    ͦΖͦΖʮϓϩάϥϚʔࡀఆ೥આʯΛపఈ࿦ഁ͠ͱ͔͘IUUQMBGSFO[FIBUFOBCMPHDPNFOUSZ
    ϓϩάϥϚࡀఆ೥આ͸෴ͤΔcถϚΠΫϩιϑτͷ։ൃऀͱͳͬͨՏ໺௨फͷಇ͖ํIUUQTDBSFFSIBDLFOKBQBODPN
    SFQPSUEFUBJM
    ϓϩάϥϚఆ೥આIUUQTKBXJLJQFEJBPSHXJLJϓϩάϥϚϓϩάϥϚఆ೥આ
    ϓϩάϥϚʔࡀݶքઆʹ͍ͭͯͲ͏ࢥ͍·͔͢ʁIUUQTKQRVPSBDPNϓϩάϥϚʔࡀݶքઆʹ͍ͭͯͲ͏ࢥ͍·͔͢
    ʲ·ͭ΋ͱΏ͖ͻΖࢯɹಛผߨԋʳएखΤϯδχΞͷੜଘઓུʹߦ͖ͬͯͨͷͰࢲతϝϞIUUQTRJJUBDPN%"E%:JUFNT
    CBGBEC
    σϒαϛʲ"ʳҰੜΤϯδχΞΛָ͠΋͏ເத͕࠷ߴʂʂEFWTVNJ"IUUQTUPHFUUFSDPNMJ
    ٕज़ސ໰ϒʔϜͷྲྀΕΛ἞ΜͩΤϯδχΞϦϯάϚωʔδϟʔϒʔϜɺͱ͍͏ߟ࡯IUUQTCMPHLZBOOZNFFOUSZ
    
    ʮ຀͞ΜɺϓϩάϥϚࣙΊΔͬͯΑʯIUUQTNFEJVNDPN!MFTUSSBUTXJUDIJOHDBSFFSTBDF
    

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34. ࡀఆ೥આͷݪҼ
    w ೳྗͷ௿Լ
    w ମྗͷ௿Լ
    w ֶशೳྗͷ௿Լ
    w ूதྗͷ௿Լ
    w VOMFBSOJOHͰ͖Δ͔Ͳ͏͔
    

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35. ࡀఆ೥આͷݪҼ
    w ଞͷϝϯόʔͱͷؔ܎ੑͷมԽ
    w ೥Լʹࢦش͞ΕΔ
    w ೥Լ͔ΒֶͿ
    w ૬खʹͱͬͯ΋΍ΓͮΒ͘ͳ͍͔Ͳ͏͔
    

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36. ࡀఆ೥આͷݪҼ
    w 4*FSతͳاۀ૊৫ͷ໰୊
    w ୅ͷਓࡐΛചΓࠐΈͮΒ͍
    w ௕࣌ؒ࿑ಇʹ͍͍͚ͭͯͳ͍
    w ୯Ձͱ௞ۚͷؔ܎
    

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37. ࡀఆ೥આͷݪҼ
    w ੜ׆؀ڥͷมԽ
    w ݁ࠗɾࢠҭͯɾհޢͳͲ
    w ͦͷଞࣾձత਎෼͕͍ͭͯ͘Δͱɺ࣌ؒͱ
    Ϟνϕʔγϣϯͷ֬อ͕೉͘͠ͳΔ
    w څ༩ͱͷ݉Ͷ߹͍΋͋Δ
    

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38. ఆ೥Λڧ͍Δѹྗ
    w ೥ྸ্͕͕ΔͱʮޙਐΛҭͯΔ΂͖ʯͱ͍͏ѹྗ͕
    ͔͔Γ΍͘͢ͳΔ
    w ʮ࿝֐ʯ
    w ࣮ࡍʹ࿝֐తͳৼΔ෣͍Λ͢Δ͔Ͳ͏͔Ͱ͸ͳ͘ɺ
    ͦ΋ͦ΋͍Δ͚ͩͰωΨςΟϒ
    w ੮͕༗ݶͳΒʮअຐऀʯʹͳΔ
    

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39. ѹྗ΁ͷରԠ
    w ѹ౗తͳ࣮ྗͰ౗͢
    w ͖͋ΒΊͯޙਐʹ੮ΛৡΔ
    w εϧʔྗΛߴΊΔ
    

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40. ѹ౗తͳ࣮ྗͰ౗͢
    w ୅ɾ୅ͰҰൃ౰ͯΔͱଓ͖ͦ͏
    w εϖγϟϦετతͳϙδγϣϯʹͭ͘
    w ෼໺ʹΑͬͯ͸ී௨ʹ͋Γͦ͏
    w ೥ྸ্͕͕ΔͱϓϩάϥϛϯάεΩϧͷΈͰ
    ධՁ͞ΕΔͷ͸͘͢͝೉ͦ͠͏
    

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41. ୅ϓϩάϥϚʔ
    IUUQTKBXJLJQFEJBPSHXJLJ·ͭ΋ͱΏ͖ͻΖ
    

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42. ୅ϓϩάϥϚʔ
    w .BU[͸ʮϓϩάϥϚʔʯͱͯ͠ධՁ͞Ε͍ͯΔͷ͔ʁ
    w ϓϩάϥϚʔҎ֎ͷ෦෼΋͋Γͦ͏
    w ݴޠσβΠφʔ
    w ίϛϡχςΟcϓϩμΫτ
    Ϛωʔδϟʔ
    w $3VCZʹ͸ίʔυͷίϛοτͯ͠ͳͦ͞͏
    w NSVCZ͸݁ߏίʔυΛ͍͍ͬͯͯͨ͡ͷͦ͠͏
    

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43. ޙਐʹৡΔ
    w δϣϒνΣϯδ͢Δ
    w $50ɺٕज़ސ໰ʢίʔυॻ͔ͳ͍ํʣ
    w ΤϯδχΞϦϯάϚωʔδϟʔ
    w $&0
    w Ϛωδϝϯτʹಀ͛ͳ͍ɺϚωδϝϯτʹ߈ΊΔ
    

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44. εϧʔྗΛߴΊΔ
    w ؾʹ͠ͳ͚Ε͹Ͳ͏ͱ͍͏͜ͱ͸ͳ͍
    w Ͱ΋ѹྗ΋ঃʑʹڧ·ͬͯ͘ΔͷͰ͸
    

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45. ୅ϓϩάϥϚʔͷͨΊʹ
    w ݁ہʮԿͷͨΊʹϓϩάϥϛϯά͢Δͷ͔ʯ
    ͱ͍͏ࠜຊతͳ໰͍ʹߦ͖ண͔͟ΔΛಘͳ͍
    w ࠷ޙ͸ʮԿͷͨΊʹੜ͖͍ͯΔͷ͔ʯͱ͍͏
    ໰͍͕དྷΔ
    

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46. ԿͷͨΊʹϓϩάϥϛϯά͢Δͷ͔
    w ʮੜ׆ͷͨΊʯʮ΍Γߕ൹ʯͰ͋Ε͹ɺϓϩ
    άϥϚʔҎ֎ͷબ୒ࢶ΋ࢹ໺ʹೖΕΔ
    w ΑΓ໨తʹ߹க͢Δ͜ͱ͕ݟ͔ͭΔ͔΋
    w બ୒ࢶ͸૿΍͓ͯ͘͠ํ͕ྑ͍
    

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47. ԿͷͨΊʹϓϩάϥϛϯά͢Δͷ͔
    w ʮ໰୊ղܾͷखஈͱͯ͠ʯ
    w ʮࢲʯ͕ϓϩάϥϛϯάͰղܾͰ͖ΔΑ͏
    ͳ໰୊͕ৗʹ͋Ε͹ɺ͍ͭ·Ͱ΋ॏๅ͢Δ
    w ໰୊͸ʮίΞͷۀ຿ʯͱ͸ݶΒͳ͍
    

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48. ԿͷͨΊʹϓϩάϥϛϯά͢Δͷ͔
    w ʮͨͷ͍͔͠Βʯʮ޷͖͔ͩΒʯ
    w खஈͰ͸ͳ͘໨తͰ͋Δ৔߹
    w ޷͖ͳ͚ͩϓϩάϥϛϯά͢Ε͹0,
    

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49. ݁ہ޷͖ͳ΋ͷ͸Կͳͷ͔
    w ϓϩάϥϛϯά͕޷͖ͳͷ͔
    w ϓϩμΫτ͕޷͖ͳͷ͔
    w લऀͰ͋Ε͹ɺͳΜͱ͔͍ͨ͠
    

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50. ѹྗ΁ͷରԠ
    w ѹ౗తͳ࣮ྗͰ౗͢
    w ͖͋ΒΊͯޙਐʹ੮ΛৡΔ
    w εϧʔྗΛߴΊΔ
    w ޙਐ͕͍ͳ͍ͱ͜Ζʹߦ͘
    

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51. ੮ͷ໰୊
    w ੮͕ݶΒΕΔͳΒɺଞͷͱ͜Ζ΁ߦ͜͏
    w ڱ͍ۀք಺Ͱߟ͑Δͱݫ͍͠ؾ࣋ͪʹͳΔ
    w ҧ͏৔ॴ΁ߦ͘͜ͱΛߟ͑Δ
    w ࢲ͔ͨͪΒԕ͍৔ॴʹ΋धཁ͕͋Δ
    

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52. 8JMMJBN(JCTPO
    l5IFGVUVSFJTBMSFBEZIFSFŠ
    JUTKVTUOPUWFSZFWFOMZ
    EJTUSJCVUFEz
    ʮະདྷ͸͢Ͱʹ͜͜ʹ͋Δʕʕ
    ͨͩวࡏ͍ͯ͠ͳ͍͚ͩͩʯ
    

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53. 8JMMJBN(JCTPO
    ೥୅ʹىͬͨ͜4'Ϝʔϒϝ
    ϯτʮαΠόʔύϯΫʯΛ୅ද
    ͢Δ࡞Ոɻి೴ۭؒʲαΠόʔε
    ϖʔεʳʹ຅ೖʲδϟοΫΠϯʳ
    ͢Δ΍ͭɻ
    ୅ද࡞ʹʰχϡʔϩϚϯαʔʱ
    ʰΫϩʔϜऻܸʱʰ͍͋ͲΔʱ
    ͳͲɻ
    

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54. IUUQTB[DPNXIZTPGUXBSFJTFBUJOHUIFXPSME
    

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55. 3BJMT͸෢ثʹͳΔ
    w ϑϧελοΫ
    w ͦΕ͚ͩͰ׬݁͢Δʗ࠷௿ݶͳΒҰਓͰ΋࡞ΕΔ
    w ͋Δఔ౓ͷʮܕʯ͕ܾ·͍ͬͯΔ
    w ଞͷਓʹҾ͖ܧ͗΍͍͢ʢ͜ͱ΋͋Γͦ͏ʣ
    w ҰਓͰ্ཱͪ͛ɺΈΜͳͰҭͯΔʹ͸࢖͍΍ͦ͢͏
    

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56. ະདྷΛวࡏͤ͞ΔͨΊͷ
    ࠷ۙͷϓϩάϥϛϯά׆ಈ
    

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57. ࠷ۙͷϓϩάϥϛϯά׆ಈ
    w ʢ3BJMT͡Όͳ͍͚Ͳʣ3BJMT࢖͍ͷਓʹڵຯ
    ࣋ͬͯ΋Β͑ͦ͏ͳ͜ͱ
    w &16#$IFDL
    w ੨ۭจݿ
    

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58. &16#$IFDL
    

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59. &16#$IFDL
    w +BWB੡ͷ&16#7BMJEBUPS
    w )5.--JOU $44-JOUΈ͍ͨͳ΍ͭ
    w ۀքඪ४
    w &16#$IFDLΛ௨Βͳ͍΋ͷ͸յΕͨϑΝΠϧ
    w &16#$IFDL͕௨Βͳ͍ͱൢചͰ͖ͳ͍ిࢠॻళɾ
    ిࢠऔ࣍΋͋ΔΒ͍͠
    

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60. &16#
    w ͬ͘͟Γݴ͏ͱɺ9)5.-ͱ$44ʹϝλσʔλ
    9.-ϑΝΠϧ 01'ϑΝΠϧ
    Λ߹Θͤͯ[JQͰ
    ݻΊͨ΋ͷ
    w ిࢠॻ੶ͷඪ४ϑΥʔϚοτ
    w ,JOEMFɺJ#PPL4UPSFɺ,PCPɺIPOUPͳͲͰ
    ചͬͯΔౕͷݩ͸͜Ε
    

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61. &16#$IFDL
    (JU)VCͷDPOUSJCVUPSTSBOLJOH
    Ͱ͸ͳ͔ͥҐʹ͍Δ
    ˞+BWB͸΄ͱΜͲॻ͚·ͤΜ
    IUUQTHJUIVCDPNXDFQVCDIFDLHSBQITDPOUSJCVUPST
    

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62. &16#$IFDLͷॏཁੑ
    w ͳͥ&16#όϦσʔλ͕ॏཁͳͷ͔ʁ
    w ຊ࣭తʹిࢠॻ੶͸ΞʔΧΠϒ͕ॏཁͰɺ
    ߃ٱతʹյΕͳ͍͜ͱΛอূ͍ͨ͠
    

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63. ΞʔΧΠϒ
    w ిࢠॻ੶͸ΞʔΧΠϒͰ͖Δͷ͔
    w 8FCίϯςϯπ͸ΞʔΧΠϒͰ͖Δͷ͔
    w ೥ޙʹ։͚Δπʔϧ͕͋Δ͔
    w ࢴͳΒ೥લͷจॻͰ΋ಡΊΔٕज़ཱ͕֬͞Ε͍ͯΔ
    w ҆ఆతͳن͕֨ඞཁͳͷͰ͸
    w ʮ-JWJOH4UBOEBSEʯͰྑ͍ͷ͔໰୊
    w &16#͸8$൛Ͱόʔδϣϯݻఆͯ͠ରԠ͠Α͏ͱͯ͠Δ
    

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64. &16#$IFDLͷ࣮૷
    w +BWBߴ౓ͳ9.-ٕज़ͱ͍͏θϩ೥୅ײ
    w 3FMBY/(ͱ͍͏9.-εΩʔϚόϦσʔλ
    w ෳ਺ͷ໊લۭؒͷόϦσʔγϣϯ͕Ͱ͖Δ
    w ෳ਺໊લۭؒʹରԠͨ͠εΩʔϚ͕͋Δ
    w ṖͷύλʔϯϕʔεεΩʔϚ΋͋Δ TDIFNBUSPO
    
    

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65. &16#$IFDLͷ໰୊
    w ϝϯςύϫʔ͕ѹ౗తʹ଍Γͳ͍
    w ࠷৽ͷ࢓༷ʹ௥ैͰ͖ͳ͍
    w ࡢ೥຤͸ʮ5IFSFJTDVSSFOUMZBTFWFSF
    TIPSUBHFPGEFWFMPQFSTXPSLJOHPOUIF
    UPPM IPXFWFSʯͱ͍͏Ξφ΢ϯε΋ग़ͯͨ
    w ݱࡏ͸จݴ͕ফ͞Εɺد෇Λืूத
    

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66. ߴݟਅ໵ʮ&16#Λऔ
    Γר͘ݱঢ়ͱࠓޙͷ
    ՝୊ʯʢʮ"1-
    &16#ɺ":ɺ೔ຊ
    ޠॻهٕज़ɺ-$1ɺ
    ݈શͳωοτऔҾʯ
    ͰͷൃදࢿྉʣΑΓ
    IUUQTXXXBQMBCKQTZNQPTJVN
    

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67. ੨ۭจݿ
    

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68. ੨ۭจݿ
    w ஶ࡞ݖอޢظ͕ؒऴྃͨ͠ίϯςϯπΛத৺ʹɺ
    ࣗ༝ʹѻ͑ΔίϯςϯπΛूΊͨαΠτɻʮΠ
    ϯλʔωοτͷਤॻؗʯɻ
    w ஶ࡞ݖอޢظؒԆ௕໰୊ʹ͸൓ରͷཱ৔Ͱҙ
    ݟද໌౳Λߦ͍ͬͯͨɻ
    w ೥݄։ઃɺݱࡏ͸ ࡞඼Ҏ্Λऩूɻ
    

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69. ੨ۭจݿͷٕज़ํ໘
    w ઐଐͷΤϯδχΞ͸͍ͳ͍
    w ։ൃɾӡ༻ͲͪΒ΋͍ͳ͍
    w ยखؒʁͰ͓ख఻͍͢Δਓ͕͍ΔʢؚΉࢲʣ
    w ݩʑ࡞඼͕޷͖ͳਓͷू·ΓͰ͋ͬͯɺωοτٕज़
    ͷ޷͖ͳਓͱ͍͏Θ͚Ͱ͸ͳ͍
    w ೥ͱ͍͏೥݄͸௕͍
    

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70. ੨ۭจݿͷ͘͠Έ
    UFYU
    ެ։αʔό
    $.4
    ೔ճόονͰੜ੒ɾసૹ͍ͯ͠Δ
    )5.-
    XXXBP[PSBHSKQ
    ެ։ɾະެ։࡞඼৘ใ
    

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71. ੨ۭจݿͷ͘͠Έ
    w ެ։αʔόͱ$.4ʹ෼͔Ε͍ͯΔ
    w ެ։αʔόʹ͸੩త)5.-͔͠ஔ͍͍ͯͳ͍
    w ͘͞ΒͷϨϯλϧαʔόΛ࢖༻
    w $.4αʔόͰ͸σʔλͷొ࿥ฤूɺ)5.-ϑΝΠϧ
    ౳ͷੜ੒ɺެ։αʔό΁ͷసૹΛߦ͍ͬͯΔ
    w ͘͞ΒͷΫϥ΢υΛར༻
    

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72. αʔόબఆͷࣄ৘
    w ެ։αʔό͸ϝϯςφϯεϑϦʔʹ͍ͨ͠
    w Ϩϯλϧαʔόͩͱαʔό؅ཧऀ͕ෆཁʹͳΔ
    w ྆αʔόͱ΋ۃྗࠃ಺ʹஔ͖͍ͨ
    w ஶ࡞ݖอޢظؒ౳͸ࠃʹΑͬͯඍົʹҟͳΔͨΊɺ೔ຊ
    Ͱ͸อޢ͕ऴྃ͞Ε͍ͯΔίϯςϯπ͕ւ֎Ͱ͸อޢ͞
    Ε͍ͯΔՄೳੑ΋͋ΔʢظؒԆ௕લͷίϯςϯπ͸ݱࡏ
    Ͱ΋ͦΜͳײ͡ʣ
    

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73. ͜͜਺೥ͷมߋ఺
    w αʔόΛ෺ཧαʔό͔ΒΫϥ΢υʹҠ؅
    w 04ɾϛυϧ΢ΣΞߋ৽
    w ϓϩϏδϣχϯάࣗಈԽ
    w αʔό؂ࢹಋೖ
    w $.4ػೳͷߋ৽
    

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74. ੨ۭจݿͱ3VCZ
    w ੨ۭจݿه๏ϑΝΠϧ͔Β)5.-΁ͷม׵
    w UYUIUNM
    w ݱࡏ࢖ΘΕ͍ͯΔ)5.-ม׵ث
    w QVSF3VCZͷ੨ۭจݿه๏QBSTFSʢ͍ͩͿྗٕʣ
    w -*- coding:shift_jis -*-
    w BP[PSBIUNM
    w ্هΛվ଄ͯ͠HFNԽ
    

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75. ੨ۭจݿͱ3VCZ
    w αʔόϓϩϏδϣχϯά
    w JUBNBF
    w $.4αʔόߏங༻ʹ࢖༻
    

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76. &16#$IFDLͱ੨ۭจݿͷڞ௨఺
    w ΈΜͳ࢖ͬͯΔ͚Ͳɺྲྀߦ͍ͬͯΔΘ͚Ͱ͸ͳ͍
    w େ͖͘ϚωλΠζͰ͖͍ͯΔΘ͚Ͱ͸ͳ͍
    w αʔϏεࣗମ͸ܧଓతʹधཁ͕͋Δ
    w ೥೥ͰऴΘΔ΋ͷͰ͸ͳ͍
    w ΤϯδχΞΛܧଓతʹ֬อ͠ଓ͚Δͷ͕೉͍͠
    w ΤϯδχΞʹͱͬͯͷϝϦοτ͸ෆ໌֬
    

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77. ੨ۭจݿ͔Βݟ͑Δ՝୊
    w ίϛϡχςΟ্ཱͪ͛࣌ͷத৺ਓ෺͕͍ͳ͘
    ͳΓͭͭ͋Δʗ͍ͳ͘ͳΔ͜ͱ͕͋Δ
    w Ұछͷʮࣄۀঝܧʯ໰୊
    w ωοτͷੈ୅ަ୅ΛͲ͏͢Δ͔
    

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78. ཰௚ͳؾ࣋ͪ
    w एͯ͘༗ೳͳΤϯδχΞͷΈͳ͞ΜΛߥ໺
    ʹ์ͬͯະདྷΛวࡏ͍ͤͨ͞
    w ͦͷํ͕ੈք͕໘ന͘ͳΓͦ͏ͳͷͰ
    w ͦΕͰΈͳ͞Μ͕޾ͤʹͳΕΔ͔Ͳ͏͔͸
    ෼͔Βͳ͍ͷͰ֤ࣗؤுͬͯཉ͍͠
    

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79. ੨ۭจݿ$.4෦෼ͷϦχϡʔΞϧ
    w ͦΖͦΖ΍Γ͍ͨʢͱࢥ͍ͭͭ೥Ҏ্ʜʣ
    w ݱߦͷૢ࡞ੑ͸͋·Γม͑ͨ͘ͳ͍
    w ࡞ۀ୲౰ऀͱͷ࿈བྷ͸ͦΕ΄Ͳີʹ͸ͱΕ
    ͍ͯͳ͍ͨΊɺมߋ͕େ͖͍ͷ͸·͍ͣ
    

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80. $.4ߏஙʹԿΛ࢖͏͔
    w 4BB4ɺ#BB4తͳ΋ͷ͸ؾ͕ਐ·ͳ͍
    w ΤϯδχΞ͕͍ͳ͍ͱɺڍಈͷมԽʹ߹Θͤͨվम͕ͭΒͦ͏
    w ࠃ಺໰୊
    w ࣗ༝͡Όͳ͍
    w ։ൃऀҎ֎ͷਓ͕༰қʹҾ͖ܧ͛Δ΋ͷ
    w ʜʜ΍ͬͺΓ;ͭ͏ͷ3BJMTΞϓϦ͘Β͍ʹ͢Δ΂͖Ͱ͸ʢ˞ݸ
    ਓతͳݟղͰ͢ʣ
    

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81. 3BJMTͰ࠶ߏங
    w ؾ௕ʹ੨ۭจݿͷ$.4Λ3BJMTͰ࡞Γ௚ͨ͠
    ͍ɺͱ͍͏ϓϩδΣΫτʹڵຯͷ͋Δਓ͸
    ͓੠͕͚͍͚ͨͩΔͱ͏Ε͍͠Ͱ͢ɻ
    

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82. ΞʔΧΠϒٕज़Πϕϯτ
    w *OUFSOFU"SDIJWFลΓͷਓΛಡΜͰUFDI
    DPOGΛՆࠒʹ΍Γ͍ͨɺͱ͍͏࿩͕͋Γ·
    ͢
    w ຊ౰͸ڈ೥΍Δ༧ఆͩͬͨͷͰ͕͢ɺࠓ೥
    ͦ͜͸Կͱ͔͍ͨ͠
    

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83. BP[PSBIBDL
    ੨ۭจݿΛٕज़తʹͨͷ
    ͠Έ͍ͨਓͷͨΊͷίϛϡ
    χςΟɻΞʔΧΠϒΠϕ
    ϯτʹ͍ͭͯ͸TMBDLͰ
    ࿩୊ʹ͍ͯ͠·͢ɻ IUUQTBP[PSBIBDLPSH
    IUUQTHJUIVCDPNBP[PSBIBDL
    

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84. ·ͱΊ
    

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85. ·ͱΊ
    w ୅ɺ୅ϓϩάϥϚʔʹ͸͍ΖΜͳࠔ೉
    ͕͋Δ
    w ࠓ͍Δ৔ॴͰ͸μϝͳΒͲ͔͜ʹߦ͜͏
    w 3BJMTͳΒҰਓͰ΋ઓ͑Δ
    w ະདྷΛ޿͍͛ͯ͜͏
    

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86. 8JMMJBN(JCTPO
    l5IFGVUVSFJTBMSFBEZIFSFŠ
    JUTKVTUOPUWFSZFWFOMZ
    EJTUSJCVUFEz
    ʮະདྷ͸͢Ͱʹ͜͜ʹ͋Δʕʕ
    ͨͩวࡏ͍ͯ͠ͳ͍͚ͩͩʯ
    

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87. ྑ͍ϓϩάϥϛϯάͱ
    ྑ͍ਓੜΛ
    

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