RDBアンチパターン

Transcript

1. RDBΞϯνύλʔϯ 1)1FSʹ஌ͬͯ΄͍͠
   ϦϨʔγϣφϧσʔλϕʔεͷ͜ͱ

2. What is it? ࣭໰͸Twitterͷϋογϡλά #phpcon_rdb_qa Ͱ͓ئ͍͠·͢

3. What is it? σʔλϕʔεͷण໋͸ ΞϓϦέʔγϣϯΑΓ΋௕͍

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

5. What is it? ର৅ͷσʔλϕʔειϑτ΢ΣΞ

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

7. What is it? RDBΞϯνύλʔϯ

8. What is it? ਖ਼نԽͯ͠… ࣮ߦܭըΛݟͯ… SQLΛॻ͍ͯ…

9. What is it? ྑ͔Εͱࢥͬͯ΍ͬͨͷʹམͪͯ͠·͏᠘

10. What is it? Ξϯνύλʔϯ

11. What is it? Ξϯνύλʔϯ ↓ ޙʑʹۤ͠ΈΛੜΉ

12. What is it? ΞϯνύλʔϯΛ஌Δ

13. What is it? ΞϯνύλʔϯΛ஌Δ ↓ ಉ͡աͪΛ܁Γฦ͞ͳ͍

14. What is it?

15. What is it? SQLΞϯνύλʔϯ͸ݫબ͞Εࣦͨഊू

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

17. What is it? ࠓ೔͸RDBͷࣦഊྫΛ͝঺հ͠·͢

18. ͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

19. ͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

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

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

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

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

24. ͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

25. ڧ͗͢Δґଘ σʔλϕʔεͷந৅Խ

26. ڧ͗͢Δґଘ w %BUB
    "DDFTT
    0CKFDUʢ%"0ʣ
    w 0CKFDU
    3FMBUJPOBM
    .BQQJOH 03.
    w %#
    .JHSBUJPO

27. ڧ͗͢Δґଘ w %PDUSJOF
    
    w &MPRVFOU
    03.
    w *EJPSN
    w 1BSJT
    
    w

    ͳͲͳͲʜ

28. ڧ͗͢Δґଘ ͜ΕΒͷख๏΍πʔϧ͸ͱͯ΋ศར
    

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

30. ڧ͗͢Δґଘ ੍໿ͱ੤໿

31. ڧ͗͢Δґଘ ੍໿
    ࣮૷্ͷϧʔϧΛڧ͍ΔࣄͰ
    ίʔυͷهड़ྔΛݮΒ͢

32. ڧ͗͢Δґଘ ੍໿
    ࣮૷্ͷϧʔϧΛڧ͍ΔࣄͰ
    ίʔυͷهड़ྔΛݮΒ͢ कΒͳ͍ͱίϯύΠϧΤϥʔ
    ࣮૷΍ઃܭʹ௚݁

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

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

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

36. ڧ͗͢Δґଘ ੤໿
    ܾ·Γ͝ͱ ύλʔϯ ΛकΔࣄͰ
    ઃܭ΍࣮૷ͷҰ؏ੑͱ࠶ར༻͕Մೳ σβΠϯύλʔϯ
    ઃܭࢥ૝
    ίʔυن໿ͳͲ कΒͳͯ͘΋ίʔυ͸ಈ͘
    

    Ϟϥϧ΍஌ࣝͷෆ଍ͳͲͰແࢹ͞ΕΔ έʔε͕͋Δ

37. ڧ͗͢Δґଘ σʔλϕʔεͷந৅Խ͸
    ੍໿ͱ੤໿ͷੈք ϧʔϧ Ϛφʔ

38. ڧ͗͢Δґଘ ੍໿ͱ੤໿ͱҾ͖׵͑ʹ
    ࣦ͍ͬͯΔࣄ

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

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

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

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

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

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

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

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

47. ڧ͗͢Δґଘ ͋ͳͨͷσʔλ
    ͪΌΜͱकΕͯ·͔͢ʁ

48. ڧ͗͢Δґଘ %#ͷઃܭʹڧ੍͍໿͕ൃੜ͢Δ
    

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

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

51. ڧ͗͢Δґଘ ੍໿ͱ੤໿่͕ΕΔͱ͖

52. ڧ͗͢Δґଘ σʔλ͕੒௕ͨ࣌͠
    

53. ڧ͗͢Δґଘ σʔλ͕੒௕ͨ࣌͠
    αʔϏε͕੒௕ͨ࣌͠

54. ڧ͗͢Δґଘ σʔλ͕੒௕ͨ࣌͠
    ˣ
    ΞϓϦέʔγϣϯଆ͚ͩͰ
    Χόʔग़དྷͳ͘ͳͬͨ࣌ αʔϏε͕੒௕ͨ࣌͠

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

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

    ύϑΥʔϚϯε໰୊ʹΑ੍ͬͯ໿ͱ੤໿่͕ΕΔ

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

58. ڧ͗͢Δґଘ ॲํᝦ
    

59. ڧ͗͢Δґଘ ॲํᝦ
    ੍໿ͱ੤໿ʹΑͬͯ
    ࣦ͍ͬͯΔଘࡏΛ๨Εͳ͍͜ͱ

60. ͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

61. Ӆ͞Εͨঢ়ଶ σʔλϕʔε͸
    σʔλอଘ͢ΔͨͩͷശͰ͸ແ͍

62. Ӆ͞Εͨঢ়ଶ ϦϨʔγϣφϧϞσϧ
    

63. Ӆ͞Εͨঢ়ଶ ϦϨʔγϣφϧϞσϧ
    ˣ
    ࣄ࣮ͷΈΛอଘ͢Δ

64. Ӆ͞Εͨঢ়ଶ ࣄ࣮ͱঢ়ଶ

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

66. Ӆ͞Εͨঢ়ଶ Ϩίʔυʹঢ়ଶΛ࣋ͨͤΔͱةݥ

67. JE OBNF BHF EFMFUF@qBH  TPOF    TPVEBJ

       UBLFUPNP    TPOF  

68. JE OBNF BHF EFMFUF@qBH  TPOF    TPVEBJ

       UBLFUPNP    TPOF   ࡟আͱݴ͏ঢ়ଶΛϑϥάͰදݱ

69. Ӆ͞Εͨঢ়ଶ $user = $this->get_user($user_id); if ($user->get(‘delete_falg’) == 1) { //

    ࡟আࡁΈͷϢʔβͷॲཧ return }

70. Ӆ͞Εͨঢ়ଶ $user = $this->get_user($user_id); if ($user->get(‘delete_falg’) == 1) { //

    ࡟আࡁΈͷϢʔβͷॲཧ return } σʔλͷதͷঢ়ଶ͸ΞϓϦέʔγϣϯ
    ͸औΓग़͢·ͰΘ͔Βͳ͍

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

72. Ӆ͞Εͨঢ়ଶ Ϩίʔυ͔Β
    ঢ়ଶ͕ݟ͑ͳ͍࣌͸
    ΋ͬͱةݥ

73. 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

74. 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

75. 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

76. 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

77. 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

78. 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

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

80. Ӆ͞Εͨঢ়ଶ ࣄ࣮ͷΈΛอଘ͢Δ
    

81. Ӆ͞Εͨঢ়ଶ ࣄ࣮ͷΈΛอଘ͢Δ
    ˣ
    ࣄ࣮ͷཤྺΛอଘ͢Δ

82. ച ্ ച্ۚ ֹ ফඅ੫ ফඅ੫ֹ ച্೔   

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

83. 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

84. 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͵

85. 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

86. ച ্ ച্ۚ ֹ ফඅ੫ ফඅ੫ֹ ച্೔   

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

87. 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

88. Ӆ͞Εͨঢ়ଶ σʔλϕʔε্ʹແ͍σʔλ͸
    ΞϓϦଆͰ࡞Γग़ͤͳ͍

89. Ӆ͞Εͨঢ়ଶ Ӆ͞Εͨঢ়ଶ͕͋Δͱ
    ྫ֎ରԠͷ࣌ʹࢮ͵

90. Ӆ͞Εͨঢ়ଶ ॲํᝦ
    

91. Ӆ͞Εͨঢ়ଶ ॲํᝦ
    దਖ਼ͳܗͰσʔλΛอଘ͢Δ

92. Ӆ͞Εͨঢ়ଶ ॲํᝦ
    దਖ਼ͳܗͰσʔλΛอଘ͢Δ
    ˣ
    ͪΌΜͱϦεΫϔοδΛ͢Δ

93. ͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

94. ϩοΫͷޭࡑ τϥϯβΫγϣϯͱσʔλ੔߹ੑ

95. ϩοΫͷޭࡑ τϥϯβΫγϣϯ෼཭Ϩϕϧ

96. 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

97. 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͸͜͜

98. 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 1PTUHSF42-
    0SBDMF%#
    42-4FSWFS
    ͷσϑΥϧτ͸͜͜

99. 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 1PTUHSF42-
    0SBDMF%#
    42-4FSWFS
    ͷσϑΥϧτ͸͜͜ ϑΝϯτϜϦʔυ΍μʔςΟϦʔυͳͲͷ࿩͸ࠓ೔͸͠·ͤΜ
    ʮ͑ʁͳʹͦΕʯͬͯਓ͸ࠓ͙͢άάοͯษڧͨ͠ํ͕͍͍Ͱ͢

100. ϩοΫͷޭࡑ ͳͥτϥϯβΫγϣϯ͕ඞཁ͔

101. ϩοΫͷޭࡑ Ϣʔβ" Ϣʔβ# ঎඼" ಉ࣌ʹߪೖ

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

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

104. ϩοΫͷޭࡑ ฒྻॲཧͷσʔλͷෆ੔߹Λ๷͙

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

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

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

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

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

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

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

112. ϩοΫͷޭࡑ ϩοΫͷ੹຿
     ࣄ࣮ʹج͍ͯ࣌ܥྻʹॲཧͯ͠
     σʔλΛద੾ʹकΔ

113. ϩοΫͷޭࡑ ͜͜·Ͱ͸ϩοΫͷޭࡑͷޭͷ෦෼

114. ϩοΫͷޭࡑ ϩοΫͷࡑ

115. ϩοΫͷޭࡑ ϩοΫʹΑΔੑೳ஗Ԇ

116. ϩοΫͷޭࡑ ϩοΫʹΑΔੑೳ஗Ԇ
     ˣ
     ϩοΫ଴ͪʹΑΔॲཧ஗Ԇ

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

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

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

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

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

     ϩοΫର৅ʹରͯ͠ɺଞͷΞΫηεΛҰ੾ېࢭ͢Δ
     ଞͷΞΫηε͸ߋ৽ɾ࡟আɾࢀরશͯग़དྷͳ͍
     ॻ͖ࠐΈϩοΫͱݺ͹ΕΔࣄ΋͋Δ

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

     ϩοΫର৅ʹରͯ͠ɺࢀরҎ֎ͷॲཧΛېࢭ͢Δ
     ଞͷΞΫηε͸ࢀর 4&-&$5 Λ͢Δ͜ͱ͕ग़དྷΔ
     ಡΈࠐΈϩοΫͱݺ͹ΕΔࣄ΋͋Δ

123. ϩοΫͷޭࡑ ϩοΫΛ஌Βͳ͍ॴͰऔ͍ͬͯΔ

124. ϩοΫͷޭࡑ ϩοΫΛ஌Βͳ͍ॴͰऔ͍ͬͯΔ
     ˣ
     ҉໧తϩοΫ

125. ϩοΫͷޭࡑ .Z42-ͷ৔߹

126. ϩοΫͷޭࡑ 1PTUHSF42-ͷ৔߹

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

128. ϩοΫͷޭࡑ ϩοΫ͸σʔλΛकΔͨΊʹඞཁ
     

129. ϩοΫͷޭࡑ ϩοΫ͸σʔλΛकΔͨΊʹඞཁ
     ˣ
     ύϑΥʔϚϯεͱτϨʔυΦϑ

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

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

132. ϩοΫͷޭࡑ ͦ΋ͦ΋ϩοΫͷॲཧ͸
     3%#ʹΑ͔ͬͯͳΓҧ͏

133. ϩοΫͷޭࡑ ͦ΋ͦ΋ϩοΫͷॲཧ͸
     3%#ʹΑ͔ͬͯͳΓҧ͏ ॲํᝦΛҰׅΓͰݴ͑ͳ͍

134. ϩοΫͷޭࡑ ϩοΫ͸σʔλΛकΔͨΊʹඞཁ
     

135. ϩοΫͷޭࡑ ϩοΫ͸σʔλΛकΔͨΊʹඞཁ
     ˣ
     ͔͠͠τϥϒϧͷ࣌ͷࠜ͸ਂ͍

136. ϩοΫͷޭࡑ ॲํᝦ
     

137. ϩοΫͷޭࡑ ॲํᝦ
     ϩοΫΛ஌Δ

138. ϩοΫͷޭࡑ ະ஌ͳΔ࢓૊Έ͸ා͍
     

139. ϩοΫͷޭࡑ ະ஌ͳΔ࢓૊Έ͸ා͍
     ˣ
     ͔ͬ͠Γͱཧղ͢Δࣄ

140. ϩοΫͷޭࡑ ϩοΫΛݟΔ
     

141. ϩοΫͷޭࡑ ϩοΫΛݟΔ
     ˣ
     ֤%#ʹ༻ҙ͞Ε͍ͯΔ࢓૊ΈΛ࢖͏

142. ϩοΫͷޭࡑ ϜʔΞͷ๏ଇͷݶք
     

143. ϩοΫͷޭࡑ ϜʔΞͷ๏ଇͷݶք
     ˣ
     ࣌୅͸ฒྻɾ෼ࢄॲཧ࣌୅΁

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

145. ͋͐͡Μͩ ̍ɹࣗݾ঺հ ̎ɹڧ͗͢Δґଘ ̏ɹӅ͞Εͨঢ়ଶ ̐ɹϩοΫͷޭࡑ ̑ɹ·ͱΊ

146. ·ͱΊ ػೳ΍πʔϧʹґଘ͠ա͗ͳ͍

147. ·ͱΊ ػೳ΍πʔϧʹґଘ͠ա͗ͳ͍
     ˣ
     γϯϓϧͳઃܭ͸શͯʹউΔ

148. ·ͱΊ σʔλͷण໋͸ίʔυΑΓ΋௕͍
     

149. ·ͱΊ Ұ౓࡞ͬͨ%#͸ফͤͳ͍
     

150. ·ͱΊ Ұ౓࡞ͬͨ%#͸ফͤͳ͍
     ˣ
     ઃܭ͕େࣄ

151. ·ͱΊ σʔλϕʔεͷࢮ͸αʔϏεͷࢮ

152. ·ͱΊ σʔλϕʔεͷࢮ͸αʔϏεͷࢮ
     ˣ
     ղܾͰ͖Δਓ͸ӳ༤

153. ·ͱΊ %#ͷ໰୊͸๨Εͨࠒʹ΍ͬͯ͘Δ

154. ·ͱΊ

155. ·ͱΊ αʔϏε΍νʔϜΛकΔͨΊʹ
     ແ஌Λط஌͢Δ

156. ·ͱΊ ۪ऀ͸ܦݧʹֶͿ
     ݡऀ͸աڈʹֶͿ

157. ·ͱΊ पғͷܦݧஊ͔ΒֶͿ
     

158. ·ͱΊ पғͷܦݧஊ͔ΒֶͿ
     ˣ
     ੵۃతʹίϛϡχςΟΛར༻͢Δ

159. ࢀߟࢿྉ ɾQPTUHSFTRMKQ
     4MBDL νϟοτϧʔϜ
     IUUQTQPTUHSFTRMIBDLFSTKQIFSPLVBQQDPN
     ɾNZTRMDBTVBM
     4MBDL νϟοτϧʔϜ
     IUUQTNZTRMDBTVBMTMBDLJOIFSPLVBQQDPN
     

160. ·ͱΊ 3%#ͷ஌ࣝ͸ण໋͕௕͍

161. ·ͱΊ 3%#ͷ஌ࣝ͸ण໋͕௕͍
     ˣ
     ֮͑Ε͹࢓ࣄͰ௕͍ؒ໾ʹཱͭ

162. ·ͱΊ ΑΓྑ͍ઃܭΛ
     Ұॹʹߟ͑ͯߦ͖·͠ΐ͏

163. ·ͱΊ 3%#͸͍͍ͧɻ

164. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ