RDBアンチパターン

88f4e84b94fe07cddbd9e6479d689192?s=47 soudai sone
November 03, 2016

 RDBアンチパターン

PHPカンファレンス2016の資料です

http://phpcon.php.gr.jp/2016/

88f4e84b94fe07cddbd9e6479d689192?s=128

soudai sone

November 03, 2016
Tweet

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

  27. ڧ͗͢Δґଘ w %PDUSJOF w &MPRVFOU03. 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%#.4Λҙࣝͨ͠Ϋϥεઃܭ

  50. ڧ͗͢Δґଘ %#ͷઃܭʹڧ੍͍໿͕ൃੜ͢Δ ˣ 03.Λҙࣝͨ͠εΩʔϚઃܭ 3%#.4Λҙࣝͨ͠Ϋϥεઃܭ ྆ྠ͕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 ɾQPTUHSFTRMKQ4MBDL νϟοτϧʔϜ  IUUQTQPTUHSFTRMIBDLFSTKQIFSPLVBQQDPN ɾNZTRMDBTVBM4MBDL 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