Upgrade to Pro — share decks privately, control downloads, hide ads and more …

pixivとPawooの インフラ構成的な話2017

konoiz
September 27, 2017

pixivとPawooの インフラ構成的な話2017

pixivとPawooのインフラ構成的な話 @ pixiv summer intern 2017

konoiz

September 27, 2017
Tweet

More Decks by konoiz

Other Decks in Technology

Transcript

  1. "1'SPOU 4FSWFS -PBE#BMBODFS %BUBCBTF
 .BTUFS %BUBCBTF
 4MBWF *NBHF
 4UPSBHF ,74

    /"5(BUFXBZ -PH4UPSBHF XSJUF JNHVQMPBE SFQMJDBUJPO SFBE
 SFR SFBE SFT MPH DBDIF ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU XXXQJYJWOFUͷجຊߏ੒ $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS 4FBSDI4FSWFS TFBSDI JNQPSU *NBHF %JTQBUDIFS
  2. "1'SPOU 4FSWFS -PBE#BMBODFS %BUBCBTF
 .BTUFS %BUBCBTF
 4MBWF *NBHF
 4UPSBHF ,74

    /"5(BUFXBZ -PH4UPSBHF XSJUF JNHVQMPBE SFQMJDBUJPO SFBE
 SFR SFBE SFT MPH DBDIF ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU "1'SPOU 1SPYZ 4FSWFS $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS 4FBSDI4FSWFS TFBSDI JNQPSU *NBHF %JTQBUDIFS
  3. w ࣾ಺Ͱ͸୯ʹ"1'SPOUͱݺ͹ΕΔ͜ͱ͕ଟ͍ w -PBE#BMBODFSͷҰछ w Ұ෦ͷը૾ͳͲ͸͜͜ͰΩϟογϡͯ͠Ԡ౴ w )5514ͷ҉߸Խɾ෮߸ॲཧΛ͢Δඞཁ͕
 ͋ΔͷͰ$16͕ڧΊ w

    OHJOY w "1'SPOUࣗମ͸%/4ϥ΢ϯυϩϏϯ
 Ͱෛՙ෼ࢄ "1'SPOU 1SPYZ 4FSWFS "1'SPOU "1'SPOU "QQMJDBUJPO 4FSWFS "QQMJDBUJPO 4FSWFS "QQMJDBUJPO 4FSWFS
  4. 1SPYZ4FSWFS -PBE#BMBODFS %BUBCBTF
 .BTUFS %BUBCBTF
 4MBWF *NBHF
 4UPSBHF ,74 /"5(BUFXBZ

    -PH4UPSBHF XSJUF JNHVQMPBE SFQMJDBUJPO SFBE
 SFR SFBE SFT MPH DBDIF ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU "QQMJDBUJPO4FSWFS $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS 4FBSDI4FSWFS TFBSDI JNQPSU *NBHF %JTQBUDIFS
  5. w ࣾ಺Ͱ͸୯ʹ"14FSWFSͱݺ͹ΕΔ͜ͱ͕ଟ͍ w QJYJWHJUͷίʔυ͕ಈ͍͍ͯΔͱ͜Ζ w جຊ͸"QBDIF 1SFGPL  1)1 w

    Ұ෦"1*΍ܾࡁج൫γεςϜ͸+BWB 4DBMB  w PHJNBHF༻ͷը૾ੜ੒͸HP w $16ͭΑΊ "QQMJDBUJPO4FSWFS "QQMJDBUJPO 4FSWFS "QQMJDBUJPO 4FSWFS "1'SPOU ಈ͍͍ͯΔίʔυ͸શͯಉ͕ͩ͡ɺXXX΍ UPVDIͳͲαʔϏεຖʹαʔόΛ෼͚͍ͯΔ
  6. 1SPYZ4FSWFS -PBE#BMBODFS %BUBCBTF
 .BTUFS %BUBCBTF
 4MBWF *NBHF
 4UPSBHF ,74 /"5(BUFXBZ

    -PH4UPSBHF XSJUF JNHVQMPBE SFQMJDBUJPO SFBE
 SFR SFBE SFT MPH DBDIF ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU %BUBCBTF4FSWFS $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS 4FBSDI4FSWFS TFBSDI JNQPSU *NBHF %JTQBUDIFS
  7. w QJYJWOFU͚ͩͰछྨͷσʔλϕʔε͕ଘࡏ w ਺(#ఔ౓ͷখ͞Ίͳ%#΋͋Ε͹5#ͷ%#΋ w CPPLNBSL͸དྷ೥ॳΊʹ͸*%͕JOUͷൣғΛ௒͑Δ w ଟ͍%#ܥ౷ͰϐʔΫඵؒສΫΤϦఔ౓ w ͢΂ͯ.Z42-

    w QJYJWͰ͸΄΅ΦϯϝϞϦͰॲཧͰ͖ΔΑ͏ʹ
 ͍ͯ͠ΔͷͰɺ$16ͦͦ͜͜ϝϞϦ͍ͬͺ͍ %BUBCBTF4FSWFS -PBE#BMBODFS XSJUF SFQMJDBUJPO SFBE
 SFR "QQMJDBUJPO4FSWFS %BUBCBTF
 4MBWF %BUBCBTF
 .BTUFS SFBE SFT
  8. w ߋ৽ܥΫΤϦΛड͚෇͚Δ།Ұͷαʔό w */4&35ɺ61%"5& %&-&5& w ֤%#ܥ౷͝ͱʹඞͣ୆͚ͩଘࡏ͢Δ w ෛՙ෼ࢄ͕Ͱ͖ͳ͍ %BUBCBTF.BTUFS

    -PBE#BMBODFS XSJUF SFQMJDBUJPO SFBE
 SFR "QQMJDBUJPO4FSWFS %BUBCBTF
 4MBWF %BUBCBTF
 .BTUFS SFBE SFT
  9. w .BTUFSͷσʔλΛෳ੡͠ɺಉظͨ͠%# w .BTUFSͱಉظ͢Δඞཁ͕͋ΔͷͰߋ৽ܥΫΤϦ
 Λ࣮ߦ͢Δ͜ͱ͸Ͱ͖ͳ͍ ෆ੔߹͕ൃੜ͢Δ  w ֤%#ܥ౷͝ͱʹෳ਺୆ଘࡏͰ͖Δ w

    ෛՙ෼ࢄ͕Մೳ %BUBCBTF4MBWF -PBE#BMBODFS XSJUF SFQMJDBUJPO SFBE
 SFR "QQMJDBUJPO4FSWFS %BUBCBTF
 4MBWF %BUBCBTF
 .BTUFS SFBE SFT
  10. w "14FSWFS͔Β͘Δ42-ΫΤϦΛɺෳ਺୆ଘࡏ͢Δ
 %#4MBWFʹ෼ࢄͯ͠ૹΓ௚͢ w 3FTQPOTF͸%#4MBWF͕"14FSWFSʹ௚઀͢Δ w %JSFDU4FSWFS3FUVSO %43  w

    Ұൠʹ3FTQPOTF͸3FRVFTUΑΓ΋େ͖͍ͷͰ
 %43Λ࢖͏ͱ-#ͷෛՙΛݮΒ͢͜ͱ͕Ͱ͖Δ w དྷͨύέοτΛগ͠ॻ͖׵͑ͯԣྲྀ͢͠Δ͚ͩ
 ͳͷͰεϖοΫ͸ͦΕ΄Ͳඞཁͳ͍ -PBE#BMBODFS -74 -PBE#BMBODFS XSJUF SFQMJDBUJPO SFBE
 SFR "QQMJDBUJPO4FSWFS %BUBCBTF
 4MBWF %BUBCBTF
 .BTUFS SFBE SFT
  11. "1'SPOU 4FSWFS -PBE#BMBODFS %BUBCBTF
 .BTUFS %BUBCBTF
 4MBWF *NBHF
 4UPSBHF ,74

    /"5(BUFXBZ -PH4UPSBHF XSJUF JNHVQMPBE SFQMJDBUJPO SFBE
 SFR SFBE SFT MPH DBDIF ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU ,74 $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS 4FBSDI4FSWFS TFBSDI JNQPSU *NBHF %JTQBUDIFS
  12. "1'SPOU 4FSWFS -PBE#BMBODFS %BUBCBTF
 .BTUFS %BUBCBTF
 4MBWF *NBHF
 4UPSBHF ,74

    /"5(BUFXBZ -PH4UPSBHF XSJUF JNHVQMPBE SFQMJDBUJPO SFBE
 SFR SFBE SFT MPH DBDIF ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU 4FBSDI4FSWFS *NBHF %JTQBUDIFS $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS 4FBSDI4FSWFS TFBSDI JNQPSU
  13. "1'SPOU 4FSWFS -PBE#BMBODFS %BUBCBTF
 .BTUFS %BUBCBTF
 4MBWF *NBHF
 4UPSBHF ,74

    /"5(BUFXBZ -PH4UPSBHF XSJUF JNHVQMPBE SFQMJDBUJPO SFBE
 SFR SFBE SFT MPH DBDIF ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU -PH4UPSBHF *NBHF %JTQBUDIFS $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS 4FBSDI4FSWFS TFBSDI JNQPSU
  14. "1'SPOU 4FSWFS -PBE#BMBODFS %BUBCBTF
 .BTUFS %BUBCBTF
 4MBWF *NBHF
 4UPSBHF ,74

    /"5(BUFXBZ -PH4UPSBHF XSJUF JNHVQMPBE SFQMJDBUJPO SFBE
 SFR SFBE SFT MPH DBDIF ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU *NBHF4FSWFS *NBHF %JTQBUDIFS $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS 4FBSDI4FSWFS TFBSDI JNQPSU
  15. w ౤ߘ͞ΕͨΠϥετΛอ؅͢Δ w ࣾ಺Ͱ͸ը૾ΦϦδϯαʔόͱ͔ݺ͹ΕΔ w 5)%% Λ3"*%ʹͨ͠αʔό୆ΛΫϥελ
 ͱͯ͠ɺ୆ʹಉ͡ը૾Λอଘ͢Δ ৑௕ 

    w ݱࡏΫϥελ෼༻ҙ͞Ε͍ͯΔ w OHJOY w ୯७ʹVQMPBE͞Εͨը૾Λ੩తϑΝΠϧͱͯ͠
 OHJOYͰԠ౴͍ͯ͠Δ͚ͩ w $16΋ϝϞϦ΋͍Βͳ͍͚Ͳ༰ྔ͕ඞཁ *NBHF4UPSBHF JNHVQMPBE "14FSWFS "1'SPOU 4FSWFS *NBHF
 4UPSBHF *NBHF %JTQBUDIFS $POWFSU $BDIF4FSWFS
  16. w ౤ߘ͞ΕͨΠϥετΛอ؅͢Δ w ࣾ಺Ͱ͸ը૾ΦϦδϯαʔόͱ͔ݺ͹ΕΔ w 5)%% Λ3"*%ʹͨ͠αʔό୆ΛΫϥελ
 ͱͯ͠ɺ୆ʹಉ͡ը૾Λอଘ͢Δ ৑௕ 

    w ݱࡏΫϥελ෼༻ҙ͞Ε͍ͯΔ w OHJOY w ୯७ʹVQMPBE͞Εͨը૾Λ੩తϑΝΠϧͱͯ͠
 OHJOYͰԠ౴͍ͯ͠Δ͚ͩ w $16΋ϝϞϦ΋͍Βͳ͍͚Ͳ༰ྔ͕ඞཁ *NBHF4UPSBHF JNHVQMPBE "14FSWFS "1'SPOU 4FSWFS *NBHF
 4UPSBHF *NBHF %JTQBUDIFS $POWFSU $BDIF4FSWFS ͦΕͳΓͷJPੑೳ΋ඞཁ ͳͷͰ3"*%Ͱ૊ΜͰ͋Δ
  17. w $BDIF4FSWFSͱ*NBHF4UPSBHFͷؒͷ௨৴Λ
 1SPYZ͢ΔͨΊͷαʔό w ෳ਺͋Δ*NBHF4UPSBHFͷ͏ͪɺͲ͜ʹ໨తͷ
 Πϥετ͕อଘ͞Ε͍ͯΔͷ͔Λ஌͍ͬͯΔ w QJYJW͸೥݄೔Ͱอଘઌαʔό͕มΘΔ w OHJOY

    w ը૾ઐ༻ͱ͍͏͚ͩͰ"1'SPOUͱ΄΅ಉ͡ w ஥հ͢Δ͚ͩͳͷͰεϖοΫ͸ͦΕ΄Ͳඞཁͳ͍ *NBHF%JTQBUDIFS 1SPYZ JNHVQMPBE "14FSWFS "1'SPOU 4FSWFS *NBHF
 4UPSBHF *NBHF %JTQBUDIFS $POWFSU $BDIF4FSWFS
  18. w *NBHF'MVYͷΦϯϓϨ൛ w ը૾ͷม׵ͱΩϟογϡΛߦ͏ w େྔͷΠϥετΛߴ଎ʹม׵ɾԠ౴͢Δඞཁ͕͋Δ w 5SB⒏D4FSWFS OHJOY HP

    ը૾ม׵  w ͱʹ͔͘ߴ଎ʹԠ౴͢ΔͨΊʹ44%୆Λ
 3"*%Ͱӡ༻ w ඵؒສϦΫΤετҎ্ɺ(CQTఔ౓ $POWFSU$BDIF4FSWFS JNHVQMPBE "14FSWFS "1'SPOU 4FSWFS *NBHF
 4UPSBHF *NBHF %JTQBUDIFS $POWFSU $BDIF4FSWFS *NBHF'MVYQJYJW͕ڞಉ։ൃ͍ͯ͠Δը૾ͷม׵ɾ഑৴Λߦ͏Ϋϥ ΢υαʔϏεIUUQTXXXTBLVSBBEKQTFSWJDFTJNBHFqVY
  19. "QQMJDBUJPO -PBE#BMBODFS %BUBCBTF
 .BTUFS *NBHF
 4UPSBHF 3FEJT /"5(BUFXBZ MPH DBDIF

    ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU 1BXPPͷجຊߏ੒ $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS -PH4UPSBHF
  20. "QQMJDBUJPO -PBE#BMBODFS %BUBCBTF
 .BTUFS *NBHF
 4UPSBHF 3FEJT /"5(BUFXBZ MPH DBDIF

    ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU "QQMJDBUJPO-PBE#BMBODFS $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS -PH4UPSBHF
  21. "QQMJDBUJPO -PBE#BMBODFS %BUBCBTF
 .BTUFS *NBHF
 4UPSBHF 3FEJT /"5(BUFXBZ MPH DBDIF

    ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU "QQMJDBUJPO4FSWFS $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS -PH4UPSBHF
  22. w "NB[PO&$ w 1BXPP .BTUPEPO ͷίʔυ͕ಈ͍ͯΔͱ͜Ζ w جຊతʹ͸.BTUPEPO1SPEVDUJPO(VJEFͷ௨Γ w EFCJBO

    QVNB TJEFLJR OPEFKT QHCPVODFS w 1BXPPͰ͸QVNB༻ɺTJEFLJR༻ɺOPEFKT༻Έ͍ͨͳ
 ෼͚ํ͸͓ͯ͠Βͣɺ͢΂ͯͷ"1Ͱಉ͡෺͕ಈ͍͍ͯΔ w ͲͷαʔόʹϦΫΤετΛৼͬͯ΋ྑ͍ w TJEFLJR͚͍ͩͤͨ࣌͞͸"-#ʹࢀՃͤ͞ͳ͍ "QQMJDBUJPO4FSWFS "QQMJDBUJPO 4FSWFS "QQMJDBUJPO 4FSWFS "QQMJDBUJPO -PBE#BMBODFS
  23. "QQMJDBUJPO -PBE#BMBODFS %BUBCBTF
 .BTUFS *NBHF
 4UPSBHF 3FEJT /"5(BUFXBZ MPH DBDIF

    ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU 1BXPPͷجຊߏ੒ $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS -PH4UPSBHF
  24. w "NB[PO3%4ͷ1PTUHSF42-4FSWFS w .VMUJ"; ৑௕ߏ੒  w 3FBE3FQMJDB 4MBWF ͸؅ཧ༻͚ͩ༻ҙ

    w αʔϏεͱͯ͠͸%#͸αʔόͷΈ w ݱࡏͷ%#αΠζ͸(#ऑ w τΡʔτΛอଘ͍ͯ͠ΔTUBUVTFT͕(# %BUBCBTF.BTUFS "QQMJDBUJPO 4FSWFS %BUBCBTF
 .BTUFS
  25. "QQMJDBUJPO -PBE#BMBODFS %BUBCBTF
 .BTUFS *NBHF
 4UPSBHF 3FEJT /"5(BUFXBZ MPH DBDIF

    ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU 3FEJT $BDIF4FSWFS $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS -PH4UPSBHF
  26. w "NB[PO&MBTUJ$BDIF .VMUJ";  w %#ͱಉ༷ɺ৑௕ߏ੒͕ͩීஈ͸୆ͷΈͰ͞͹͘ w 5JNFMJOFͷ৘ใ΍TJEFLJRͷRVFVF͕อଘ͞ΕΔ w ࠷దԽ͕ೖΔલ͸(CQT͍ۙτϥϑΟοΫ

    3FEJT $BDIF4FSWFS ,74 "14FSWFS "14FSWFS ౰ॳ$16΋ϝϞϦ΋༨༟ͳͷʹɺωοτ ϫʔΫଳҬ͚͍ͩͬͺ͍͍ͬͺ͍ͱ͍͏ ঢ়گ͕ଟൃ͍ͯͨ͠
  27. "QQMJDBUJPO -PBE#BMBODFS %BUBCBTF
 .BTUFS *NBHF
 4UPSBHF 3FEJT /"5(BUFXBZ MPH DBDIF

    ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU -PH4UPSBHF $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS -PH4UPSBHF
  28. w "NB[PO&$ w "DDFTT-PHΛUEBHFOU qFVFOUE Ͱऩूɾ஝ੵ w Ұ෦͸͞Βʹ4ʹసૹͯ͠"UIFOBͰར༻ w &SSPS-PHʹ͍ͭͯ͸STZTMPHͰऩूɾ஝ੵ

    -PH4UPSBHF "14FSWFS -PH4UPSBHF "14FSWFS ͦͷଞɺ3%4ͷTMPXMPHͳͲ΋ ऩूɾอଘͯ͠ɺ։ൃऀ͕֬ೝ͠ ΍͍͢Α͏ʹ͍ͯ͠Δ
  29. "QQMJDBUJPO -PBE#BMBODFS %BUBCBTF
 .BTUFS *NBHF
 4UPSBHF 3FEJT /"5(BUFXBZ MPH DBDIF

    ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU *NBHF4USBHF $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS -PH4UPSBHF
  30. "QQMJDBUJPO -PBE#BMBODFS %BUBCBTF
 .BTUFS *NBHF
 4UPSBHF 3FEJT /"5(BUFXBZ MPH DBDIF

    ˞/"5HBUFXBZ͸*OUFSOFUʹ௚͍݁ͯ͠ͳ͍ αʔόʹରͯ͠ΠϯλʔωοτΞΫηεΛఏڙ *OUFSOFU $POWFSU$BDIF4FSWFS $POWFSU $BDIF4FSWFS "QQMJDBUJPO4FSWFS -PH4UPSBHF
  31. w *NBHF'MVYͷΦϯϓϨ൛ w 1BXPPͰ།ҰΦϯϓϨʹͳ͍ͬͯΔ w ͪ͜Β͸44%୆Λ3"*%ʹ͢Δߏ੒ w ݱࡏ͸΄΅$BDIF༻్ʹ͔͠࢖ͬͯͳ͍ w αϜωΠϧੜ੒͸.BTUPEPOඪ४ͷ··

    $POWFSU$BDIF4FSWFS JNHVQMPBE "14FSWFS "1'SPOU 4FSWFS *NBHF
 4UPSBHF *NBHF %JTQBUDIFS $POWFSU $BDIF4FSWFS
  32. w ΦϯϓϨͰϋʔυ΢ΣΞো֐͕ى͜Δͱ୅ସػͷ༻ҙ͕ඞཁ w ීஈ͔ΒނোΛҙࣝͨ͠ߏ੒ΛͱΔඞཁ͕͋Δ w Ϋϥ΢υ͸ϋʔυ΢ΣΞো֐ͷӨڹΛड͚ͮΒ͍ w "84Ͱ΋ϋʔυ΢ΣΞো֐͕ݪҼͰΠϯελϯε͕ࢮΜͰ͠·͏ έʔε͸ଘࡏ͢Δ ϋʔυ΢ΣΞো֐

    ΦϯϓϨ͸ௐୡ͔Β࢝·Δ͜ͱʹͳ ΔͷͰɺނোͷӨڹ͕େ͖͍ɻ୆ ఔ౓ͷނোͰ͋Ε͹தظతʹӨڹ͕ Ͱͳ͍Α͏ͳߏ੒Λ࡞Δ͜ͱʹͳΔ ΋ͪΖΜଈ࠲ʹࢮ͵έʔε͸ൺֱతϚϨɻো ֐͕ىͬͯ͜΋୅ସͷ༻ҙ͕؆୯ͳͷͰɺ୹ ظతʹӨڹ͕ग़ͳ͍ߏ੒͕࡞ΕΕ͹ॆ෼ɻ ࣗಈ෮چ͢ΔΑ͏ͳߏ੒΋ߏஙՄೳɻ