A use case of Firebase in Komerco.

A use case of Firebase in Komerco.

GCPUG Fukuoka 「Firebase特集」

「KomercoにおけるFirebaseの活用事例 ~運用から半年が経ちました~」
の資料です。

https://gcpugfukuoka.connpass.com/event/114665/

47addc68d5b643d7ee875059b42404eb?s=128

Suguru Kishimoto

February 02, 2019
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Transcript

  1. Cookpad Inc. 2019.02.02 GCPUG Fukuoka ʮFirebaseʯಛू ,PNFSDPʹ͓͚Δ'JSFCBTFͷ׆༻ࣄྫ dӡ༻͔Β൒೥͕ܦͪ·ͨ͠ɻd 4VHVSV,JTIJNPUP

  2. Cookpad Inc. All Rights Reserved. ࣗݾ঺հ wϕϯνϟʔɺελʔτΞοϓΛܦͯɺݱࡏΫοΫύουͰΤϯδχΞΛ͍ͯ͠·͢ w,PNFSDPͷ։ൃνʔϜͷςοΫϦʔυ͍ͯ͠·͢ wͣͬͱJ04ΤϯδχΞΛओ࣠ʹ΍͍ͬͯ·͢ ೥͘Β͍

     w'JSFCBTF͸೥ࠒ͔Β࢖͍࢝Ί·ͨ͠ wҰ൪ಘҙͳ 'JSFCBTF ͷ෼໺͸'JSFTUPSFͷઃܭͱηΩϡϦςΟʔϧʔϧ wΦϜϥΠε͕޷͖Ͱ͢ɻ w5XJUUFS!@THS@LTNU w(JU)VCTHSLTNU !2
  3. ,PNFSDPͱ͸ʜ

  4. Cookpad Inc. All Rights Reserved. ,PNFSDPͱ͸ʜ ൢചऀ ΫϦΤΠλʔ ͞Μ͕࡞ͬͨྉཧಓ۩΍͏ͭΘɺௐຯྉ΍৯ࡐΛɺ ߪೖऀ

    ΧελϚʔ ͕ΞϓϦΛ௨ͯ͠ߪೖͰ͖ΔαʔϏεͰ͢ɻ
 ݱࡏɺJ04Ͱ̎ΞϓϦల։͍ͯ͠·͢ɻ ྉཧָ͕͘͠ͳΔϚϧγΣΞϓϦ !4
  5. Cookpad Inc. All Rights Reserved. !5

  6. Cookpad Inc. All Rights Reserved. !6

  7. ͔͜͜Β͕ຊ୊
 ௕͘ͳΓ·͕͓͢෇͖߹͍͍ͩ͘͞

  8. Cookpad Inc. All Rights Reserved. ࠓ೔͸ͳ͢͜ͱ w։ൃνʔϜͷ঺հɺ։ൃ͔Βݱࡏ·ͰͷྲྀΕ w,PNFSDPʹ͓͚ΔαʔϏεٴͼ'JSFCBTFͷ׆༻ࣄྫ w࢖͍ͬͯΔٕज़ɺαʔϏεઃܭɾΞʔΩςΫνϟ w'JSFCBTFͦΕͧΕͷػೳͷ༻్ɺ׆༻ํ๏ʹ͍ͭͯ

    w෼ੳपΓͷߏ੒ w։ൃ͔Β೥ɺϩʔϯν͔ͯ͠Β൒೥͕ܦաͯ͠ʜ w௚໘ͨ͠໰୊ͱղܾࡦ wϩʔϯν͔ͯ͠Βվળ͖ͯͨ͜͠ͱ w։ൃϝϯόʔͷऔΓ૊Έ !8
  9. Cookpad Inc. All Rights Reserved. ։ൃνʔϜ w J04 ΤϯδχΞdਓ wਓͱ΋ݩʑ'JSFCBTFΛ͕ͬͭΓ৮͍ͬͯͨΘ͚Ͱ͸ͳ͔ͬͨɻXFC΋΄΅ະܦݧ

    wσβΠφʔਓ w͏ͪਓ͸ͨ·ʹίʔυΛॻ͍ͯ͘Ε·͢ wσΟϨΫλʔਓ wσʔλ෼ੳਓ !9 Y
  10. Cookpad Inc. All Rights Reserved. ೥ද w,JDLPGGɺ։ൃ։࢝ w຤'JSFCBTF%FW4VNNJUʹϝϯόʔશһͰग़ு wσʔλϕʔεΛ$MPVE'JSFTUPSFʹ੾Γସ͑Δ wʔЌ൛͕Ұ୴Ͱ͖͕͋Δ

    wମ੍มߋͱ։ൃεέδϡʔϧͷݟ௚͠ wXFCαΠτ ςΟβʔαΠτ ެ։ wαʔϏεϩʔϯνɺΫϥϑτ ྉཧಓ۩ɺ͏ͭΘ౳ ൢച։࢝ wWެ։ɺϑʔυ ௐຯྉ΍৯ࡐɺ೔ຊञɾࠃ࢈ϫΠϯ౳ ൢച։࢝ wϝοηʔδػೳ νϟοτ ͷఏڙ։࢝ !10
  11. Cookpad Inc. All Rights Reserved. ͦ΋ͦ΋ɺ 'JSFCBTFͰ։ൃΛ͢Δ͜ͱΛ ܾΊͨཧ༝͸ʜ !11

  12. Cookpad Inc. All Rights Reserved. 'JSFCBTFΛ࢖͏͜ͱʹͨ͠ཧ༝ w։ൃΛ࢝ΊΔ࣌ʹू·ͬͨΤϯδχΞ͕શһJ04ΤϯδχΞͩͬͨ w͔ͦ͜ΒߋʹόοΫΤϯυଆͷΤϯδχΞΛूΊΔͷ͕ݫ͔ͬͨ͠ w౰࣌ͷ։ൃ੹೚ऀ͕'JSFCBTFͷ஌ݟΛ͍࣋ͬͯͯɺਪਐͯ͘͠Εͨ wٕज़తͳ௅ઓ

    !12
  13. 'JSFCBTFͷ׆༻ࣄྫ

  14. Cookpad Inc. All Rights Reserved. ࢖͍ͬͯΔٕज़΍αʔϏε !14

  15. Cookpad Inc. All Rights Reserved. ࢖͍ͬͯΔٕज़΍αʔϏε !15

  16. Cookpad Inc. All Rights Reserved. ࢖͍ͬͯΔٕज़΍αʔϏε 'JSFCBTF ($1 !16

  17. Cookpad Inc. All Rights Reserved. !17 $MPVE 'JSFTUPSF $MPVE 4UPSBHF

    $MPVE 'VODUJPOT )PTUJOH $MPVE .FTTBHJOH "VUIFOUJDBUJPO 4UPSBHF ΞʔΩςΫνϟ ˞Ұ෦লུ͍ͯ͠·͢
  18. Cookpad Inc. All Rights Reserved. ͦΕͧΕͷػೳͷ ໾ׂͱ׆༻ํ๏Λ঺հ !18

  19. Cookpad Inc. All Rights Reserved. "VUIFOUJDBUJPO w'JSFTUPSF $MPVE'VODUJPOT 4UPSBHFͱ͋ΒΏΔͱ͜ΖͰͷϢʔβʔͷΞΫηεݖݕূͰ࢖ΘΕΔج װػೳ

    wجຊతʹ͸"VUIFOUJDBUJPOͰ࡞੒ͨ͠ೝূࡁΈϢʔβʔͷΈαʔϏεΛར༻Ͱ͖ΔΑ͏ʹ͍ͯ͠Δ w,PNFSDP্Ͱར༻͍ͯ͠Δ'JSFCBTFͷ֤छػೳΛ࢖͏ͷʹೝূࡁΈͰ͋Δ͜ͱΛલఏʹ࡞͍ͬͯ Δ w'BDFCPPLೝূɺϝʔϧೝূΛར༻͍ͯ͠Δ wి࿩൪߸ೝূ͸։ൃ౰ॳ࢖͍͕ͬͯͨཧ༝͕͋ΓࣙΊͨ wϢʔβʔ͕ϩάΠϯ͢Δલ͸ ˠಗ໊ೝূ wϢʔβʔ͕঎඼Λߪೖ͍ͨ͠ͱͳͬͨλΠϛϯάͰϝʔϧೝূɺ'BDFCPPLೝূΛͯ͠΋Β͍ɺ ೝূঢ়ଶͷঢ֨΋͘͠͸ϩάΠϯͯ͠΋Β͏ !19
  20. Cookpad Inc. All Rights Reserved. !20 Ұ෦ͷػೳ͸ಗ໊ೝূͰ͸࢖༻Ͱ͖ͳ͍ ଞͷೝূํ๏ͰϩάΠϯೝূͷঢ֨Λߦ͏ "VUIFOUJDBUJPOΛհͣ͞ʹ,PNFSDP্ͷ 'JSFCBTFʹΞΫηε͸ෆՄೳ

  21. Cookpad Inc. All Rights Reserved. $MPVE'JSFTUPSF wαʔϏεͰ࢖͏σʔλ͕શͯ֨ೲ͞Ε͍ͯΔɻ wΫϥΠΞϯτଆ͔Β͸ɺ4%,΋͘͠͸'VODUJPOTΛհͯ͠σʔλΛಡΈॻ͖͢Δ wηΩϡϦςΟʔϧʔϧ΋͔ͬ͠Γॻ͍͍ͯͯɺϧʔϧ ࣗମ

    ͷςετ΋͍ͯ͠Δ w͋Δఔ౓ͷϞσϧͷ࢖༻ɾઃܭํ਑Λෑ͍ͯӡ༻͍ͯ͠Δ wͳΔ΂͘ઙ͍ίϨΫγϣϯͷ֊૚Ͱઃܭ͍ͯ͠Δ w࡞੒೔࣌ɺߋ৽೔࣌ͷϑΟʔϧυΛ֤Ϟσϧʹඞ͍ͣ࣋ͨͤͯΔ wυΩϡϝϯτͷ࡟আ͸΄΅ߦ͍ͬͯͳ͍ʢαʔϏεͱͯ͠ʣσʔλΛ࡟আ͢Δ৔߹͸ϑϥάΛ࣋ ͨͤͯ࿦ཧ࡟আΛ͍ͯ͠Δ wઃܭ࣌͸ΫΤϦͰͷऔಘɺηΩϡϦςΟʔϧʔϧ΋ҙࣝͨ͠ઃܭΛ৺͕͚͍ͯΔ w৽نͰίϨΫγϣϯɾυΩϡϝϯτΛఆٛ͢Δͱ͖͸ηΩϡϦςΟʔϧʔϧͷهड़ɾςετ΋࣮֬ ʹ࣮૷͍ͯ͠Δ !21
  22. Cookpad Inc. All Rights Reserved. $MPVE'VODUJPOT w'JSFTUPSFͷυΩϡϝϯτͷมߋΛτϦΨʔʹཪͰॲཧͤͨ͞ΓɺDMJFOUଆ͔Β֎෦ αʔϏεΛୟ࣌͘ͷΤϯυϙΠϯτͱͯ͠ར༻ͨ͠Γɺͱʹ͔͘༻్͕ଟ͍ػೳ w͓͕ۚؔΘΔ෦෼ͷॲཧ͸શͯ$MPVE'VODUJPOTͰߦ͍ͬͯΔ wDMJFOUଆͰσʔλߏ଄͕ෳࡶͳυΩϡϝϯτΛෳ਺औಘ͢Δ৔߹ͳΜ͔΋$MPVE

    'VODUJPOTΛ"1*ͱͯ͠׆༻͍ͯ͠Δ w,PNFSDPͰ࢖͍ͬͯΔͷ͸΄΅'JSFTUPSFͷ&WFOU5SJHHFSͱ$BMMBCMF)5514'VODUJPO w'JSFTUPSFͷυΩϡϝϯτʹύονΛ౰ͯΔͱ͖΋'VODUJPOTΛ׆༻ w؅ཧը໘ͷ৔߹͸'JSFTUPSF͔Β௚઀ಡΈॻ͖ͤͣશͯ$MPVE'VODUJPOTܦ༝ʹͯ͠ ͍Δ ؂ࠪϩάΛ࢒ͨ͢Ί !22
  23. Cookpad Inc. All Rights Reserved. $MPVE'VODUJPOTͷओͳར༻γʔϯ w঎඼ߪೖॲཧ wೖۚॲཧ wΞοϓϩʔυ͞Εͨը૾ͷϦαΠζ ෳ਺αΠζ࡞੒

    w঎඼͕ߪೖ͞Εͨ࣌ʹߪೖऀɺग़඼ऀʹϝʔϧૹ৴ɺQVTI௨஌ w঎඼͕ߪೖ͞ΕΔͱ෦ॺͷTMBDLʹ௨஌Λૹ৴ w4USJQF͔Β৘ใΛऔಘ͢Δ৘ใΛొ࿥͢Δͱ͖ͷΤϯυϙΠϯτ !23
  24. Cookpad Inc. All Rights Reserved. w'JSFTUPSFͷυΩϡϝϯτͷมߋΛτϦΨʔʹཪͰॲཧͤͨ͞ΓɺDMJFOUଆ͔Β֎෦ αʔϏεΛୟ࣌͘ͷΤϯυϙΠϯτͱͯ͠ར༻ͨ͠Γɺͱʹ͔͘༻్͕ଟ͍ػೳ w͓͕ۚؔΘΔ෦෼ͷॲཧ͸શͯ$MPVE'VODUJPOTͰߦ͍ͬͯΔ wDMJFOUଆͰσʔλߏ଄͕ෳࡶͳυΩϡϝϯτΛෳ਺औಘ͢Δ৔߹ͳΜ͔΋$MPVE 'VODUJPOTΛ"1*ͱͯ͠׆༻͍ͯ͠Δ

    w͏ͪͰ࢖͍ͬͯΔͷ͸΄΅'JSFTUPSFͷ&WFOU5SJHHFSͱ$BMMBCMF)5514'VODUJPO w'JSFTUPSFͷυΩϡϝϯτʹύονΛ౰ͯΔͱ͖΋'VODUJPOTΛ׆༻ w؅ཧը໘ͷ৔߹͸'JSFTUPSF͔Β௚઀ಡΈॻ͖ͤͣશͯ$MPVE'VODUJPOTܦ༝ʹ͠ ͍ͯΔ ؂ࠪϩάΛ࢒ͨ͢Ί !24 $MPVE'VODUJPOT
  25. Cookpad Inc. All Rights Reserved. ,PNFSDPͰ͸ຊ൪σʔλΛXFCίϯιʔϧ͔Β ௚઀ૢ࡞͢ΔͷΛېࢭ͍ͯ͠Δ !25 গ͠࿩͕ͦΕ·͢ʜ

  26. Cookpad Inc. All Rights Reserved. ,PNFSDPͰ͸ຊ൪σʔλΛXFCίϯιʔϧ͔Β ௚઀ૢ࡞͢ΔͷΛېࢭ͍ͯ͠Δ ˠຊ൪σʔλΛӾཡɺૢ࡞Ͱ͖Δ؅ཧը໘Λ४උ !26

  27. Cookpad Inc. All Rights Reserved. ͦͷཧ༝ wXFCίϯιʔϧͰૢ࡞Λߦ͏ͱɺ୭͕ͲͷσʔλΛӾཡ͔ͨ͠ɺૢ࡞͔͕ͨ͠Θ͔Βͳ͍ w'JSFTUPSFͷಡΈॻ͖΋ɺ4%,Λհͯ͠ߦ͏ͱಉ༷ʹ୭͕ಡΈॻ͖͍ͯ͠Δ͔෼͔ΓͮΒ͍ w͜ͷͭͷ໰୊ʹରͯ͠ɺ୭͕Ͳͷૢ࡞Λߦ͔ͬͨ؂ࠪͰ͖ΔΑ͏ʹ؅ཧը໘ͱ'JSFTUPSFͷಡΈॻ͖Λߦ͏$MPVE 'VODUJPOTΛ४උ͍ͯ͠Δ

    wˣ͸࣮ࡍʹ؅ཧը໘Ͱૢ࡞Λߦͬͨ࣌ʹ$MPVE'VODUJPOTͰు͖ग़͞ΕΔϩάͷྫ wʮ͍ͭʯʮ୭͕ʯʮͲͷEPDVNFOUʹରͯ͠ʯʮͲͷؔ਺͔ΒʯʮͳΜͷཧ༝͕͋ͬͯʯΞΫηε͢Δ͔Λه࿥ !27
  28. Cookpad Inc. All Rights Reserved. $MPVE4UPSBHF w঎඼ը૾ɺϢʔβʔͷΞΠίϯը૾౳͕อଘ͞ΕΔ w ޙͰग़ͯ͘Δ͕ 'JSFTUPSFͷσʔλΛ#JH2VFSZʹΠϯϙʔτ͢ΔͨΊͷσʔλΛ

    Ұ࣌తʹஔ͍ͨΓ͍ͯ͠Δ w4UPSBHF΋ϧʔϧͰσʔλΛอޢ͍ͯ͠Δ w($1ଆͷ4UPSBHF΋࢖͍ͬͯͯɺͪ͜Βʹ͸ެ։༻ը૾ͱɺ'JSFTUPSFͷఆظόο ΫΞοϓͷσʔλΛஔ͍͍ͯΔ ͪ͜Β΋ޙ΄Ͳ  !28
  29. Cookpad Inc. All Rights Reserved. )PTUJOH ςΟβʔαΠτ wݱ࣌఺Ͱ͸ςΟβʔαΠτͱ؅ཧը໘ΛϗεςΟϯά͍ͯ͠ΔͷΈ ࠓճ͸ςΟβʔαΠτͷ Έͷ঺հͰɺ؅ཧը໘ͷߏ੒ʹ͍ͭͯ͸৮Εͳ͍

     wϖʔδࣗମ͸$MPVE'VODUJPOT͔ΒɺαʔόʔαΠυϨϯμϦϯάͨ͠಺༰Λड͚औͬͯද ͍ࣔͯ͠Δ w3FBDUKT ը໘ͷߏ੒  /FYUKT 443 Ͱ࣮ݱ wຊ൪؀ڥҎ֎ͷ'JSFCBTF1SPKFDUͷ৔߹ɺ#BTJDೝূΛ͔͚͍ͯΔ !29
  30. Cookpad Inc. All Rights Reserved. !30 )PTUJOH $MPVE 'VODUJPOT )PTUJOH

    $MPVE 'VODUJPOT ຊ൪؀ڥҎ֎͸ #BTJDೝূ͕ඞཁ 3FBDUͰίϯςϯπΛੜ੒͠ɺ ͦͷ৘ใΛฦ͢ Ϣʔβʔ ։ൃऀ $MPVE'VODUJPOT͔Βฦ͞Εͨ ίϯςϯπΛදࣔ ΞΫηε͞Εͨϖʔδͷ ίϯςϯπΛऔಘ͠ʹ͍͘
  31. Cookpad Inc. All Rights Reserved. /FYU #BTJDೝূ !31

  32. Cookpad Inc. All Rights Reserved. $MPVE.FTTBHJOH w঎඼͕ߪೖ͞Εͨ৔߹ɺ঎඼͕ൃૹ͞Εͨ৔߹ʹ$MPVE'VODUJPOTܦ༝Ͱૹ৴͍ͯ͠Δ wϝοηʔδ νϟοτ Λૹ৴ͨ͠৔߹΋ɺϝοηʔδυΩϡϝϯτͷ࡞੒ΛτϦΨʔʹͯ͠$MPVE'VODUJPOT͔Β௨஌Λૹ

    ৴͍ͯ͠Δ wΞϓϦ͕ͭ͋ΔͷͰɺ1VC4VCͷτϐοΫΛABMMA ADSFBUPSA ADVTUPNFSAͱ͍ͬͨײ͡ͰͦΕͧΕߪಡͤͯ͞ඞཁͳλ ΠϛϯάͰద੾ͳൣғʹ஗ΕΔΑ͏ʹ࢓ࠐΈΛ͍ͯ͠Δ w αʔϏεͱͯ͠ ·ͩ·ͩ׆༻Ͱ͖͍ͯͳ͍ͷͰࠓޙ஫ྗͯ͠׆༻͍͖͍ͯͨ͠ !32
  33. Cookpad Inc. All Rights Reserved. %ZOBNJD-JOLT w঎඼ͷγΣΞػೳͰओʹ࢖͍ͬͯΔ wJ04͔ͭΞϓϦΛΠϯετʔϧ͍ͯ͠Ε͹ىಈͯ͠঎඼ը໘ʹભҠ wJ04͔ͭΞϓϦ͕ະΠϯετʔϧͳΒ"QQ4UPSFʹ༠ಋɺͦͷޙىಈ͞ΕͨΒ঎඼ը໘ʹભҠ wͦΕҎ֎ͷ୺຤ͷ৔߹͸ݱঢ়͸ςΟβʔαΠτΛදࣔ

    8FC൛͕Ͱ͖ͨΒʜ  w%ZOBNJD-JOLTൃߦ͸J04ͷ4%,΋͘͠͸$MPVE'VODUJPOTܦ༝Ͱಈతʹੜ੒Ͱ͖Δ΋ͷΛ४උ͍ͯ͠Δ wATPDJBM@NFUB@UBHAύϥϝʔλΛ෇༩ͯ͠ϦϯΫΛ։͍ͨͱ͖ͷϓϨϏϡʔը໘Λ࠷దԽ !33
  34. Cookpad Inc. All Rights Reserved. "MHPMJB wશจݕࡧαʔϏε w'JSFTUPSFͷΫΤϦͰऔಘ͕ݫ͍͠ͱ͜Ζʹར༻͍ͯ͠Δ w,PNFSDPͰ͸ओʹ঎඼ݕࡧͰ׆༻ wΫϦΤΠλʔ͞Μ͕঎඼Λొ࿥ɺߋ৽ɺ࡟আͨ͠λΠϛϯάΛݩʹɺ"MHPMJBͷ

    ΠϯσοΫεͷߋ৽Λ͍ͯ͠Δ w'VODUJPOTͷ'JSFTUPSFͷ&WFOU5SJHHFSͰߦ͍ͬͯΔ w঎඼͕࡟আ͞Εͨ৔߹΋ਖ਼͘͠"MHPMJBͷΠϯσοΫεΛਖ਼͘͠ߋ৽ͯ͋͛͠ ͳ͍ͱɺ࡟আࡁΈ঎඼͕ώοτͯ͠͠·͏ͷͰ'JSFTUPSFͷ%#ͷঢ়ଶͱἧ͑ͯ ͋͛Δඞཁ͕͋Δ !34
  35. Cookpad Inc. All Rights Reserved. !35 "MHPMJB $MPVE 'JSFTUPSF $MPVE

    'VODUJPOT ঎඼Λొ࿥ɾߋ৽ɾ࡟আ &WFOU5SJHHFS
 APO$SFBUFA
 APO6QEBUFA ঎඼ͷ৘ใΛݩʹొ࿥PS ࡟আ͢Δ৘ใΛQPTU͢Δ "MHPMJBͷ$MJFOU4%,Λ࢖ͬͯ ঎඼Λݕࡧ
  36. Cookpad Inc. All Rights Reserved. 4USJQF wܾࡁ୅ߦαʔϏε wΫϨδοτΧʔυͷొ࿥ɺܾࡁɺۜߦޱ࠲ʹೖۚʜͱ͓ۚʹ·ͭΘΔૢ࡞Λ୲ͬͯ΋Βͬ ͍ͯΔ w4USJQFଆͷϢʔβʔ࡞੒͸ɺ,PNFSDPͷϢʔβʔ΍γϣοϓͷ࡞੒࣌ʹ$MPVE'VODUJPOT

    ͷ&WFOU5SJHHFSͰ࡞੒͍ͯ͠Δ w4USJQFͱͷ௨৴͸جຊతʹ$MPVE'VODUJPOTΛ௨ͯ͡ߦ͍ͬͯΔ wJ04ଆ͔Β௚઀4USJQFͷ"1*͸ୟ͍͍ͯͳ͍ɻTFDSFULFZΛΫϥΠΞϯτʹ࣋ͨͤͨ͘ͳ͍ wJ04ଆͰ৘ใऔಘ͕ඞཁͳ৔߹΋$MPVE'VODUJPOTܦ༝ w)551SFRVFTUͷ$MPVE'VODUJPOTΛཱͯͯɺ4USJQFଆ͔ΒૹΒΕͯ͘ΔΠϕϯτΛड͚औ ΓɺTMBDLʹ௨஌͍ͯ͠Δ XFCIPPL !36
  37. Cookpad Inc. All Rights Reserved. 4USJQF !37 $MPVE 'VODUJPOT $MPVE'VODUJPOTܦ༝Ͱͷ࣮ߦҎ֎Ͱى͖ͨ

    4USJQFଆͰͷΤϥʔΛ$MPVE'VODUJPOTܦ༝ͰTMBDLʹૹ৴ $BMMBCMF)5514'VODUJPOͰ ඞཁͳॲཧΛ࣮ߦ
  38. Cookpad Inc. All Rights Reserved. ෼ੳपΓ !38

  39. Cookpad Inc. All Rights Reserved. !39 $MPVE 'JSFTUPSF $SBTIMZUJDT $MPVE

    'VODUJPOT "OBMZUJDT #JH2VFSZ ΞʔΩςΫνϟ ෼ੳ $MPVE 4UPSBHF ఆظ࣮ߦ %PDVNFOUˠKTPO ʹม׵ͯ͠#JH2VFSZʹ౤͛Δ
 ม׵࣌ʹݸਓ৘ใʹ͋ͨΔ΋ͷɺ ෆཁͳ΋ͷ͸औΓআ͘ ϢʔβʔͷΫϥογϡ৘ใɺ $MPVE'VODUJPOTͰΤϥʔ͕ൃੜͨ͠ ৔߹͸TMBDLʹ௨஌ Ϣʔβʔͷߦಈϩά Λૹ৴
  40. Cookpad Inc. All Rights Reserved. ,PNFSDPʹ͓͚Δ෼ੳΞʔΩςΫνϟ wϢʔβʔͷߦಈϩά͸'JSFCBTF"OBMZUJDTͱ#JH2VFSZʹ$MPVE'VODUJPOTΛܦ༝͞ ͤͯΠϯϙʔτͤ͞Δͭͷख๏Λऔ͍ͬͯΔ w'JSFCBTF"OBMZUJDT͔Β#JH2VFSZʹ౷߹ͯ͠Πϯϙʔτ΋Ͱ͖Δ͕ɺΠϯϙʔτ ͞ΕΔσʔλͷߏ଄͕ࣗ෼ͨͪͷ෼ੳମ੍ͱ߹Θͳ͍ͨΊ΍Βͳ͔ͬͨ

    w$MPVE'VODUJPOTܦ༝ͰɺߦಈϩάΛ#JH2VFSZʹॴఆͷσʔλߏ଄ͰΠϯϙʔτ w'JSFCBTF"OBMZUJDT͸"#5FTUJOH΍3FNPUF$POpHɺ1SFEJDUJPOTͱབྷΊͯࢪࡦΛ͢ Δ࣌ʹ༻͍Δ ηάϝϯτɺࢦඪ  !40
  41. Cookpad Inc. All Rights Reserved. ,PNFSDPʹ͓͚Δ෼ੳΞʔΩςΫνϟ wఆظతʹ$MPVE'JSFTUPSFͷυΩϡϝϯτͷঢ়ଶΛ#JH2VFSZʹΠϯϙʔτ wυΩϡϝϯτΛऔಘ͠ɺݸਓ৘ใ΍ෆཁͳ৘ใΛল͍ͨޙɺKTPOܗࣜʹͯ͠#JH2VFSZʹΠϯϙʔ τ w'JSFTUPSFͷΤΫεϙʔτػೳͱ͸ผʹɺࣾ಺ͷ%)8νʔϜʹπʔϧΛ࡞ͬͯ΋Βͬͨ΋ͷΛ࢖ͬ

    ͍ͯΔ wϩʔϯν͔ͯ͠Βվળ͖ͯͨ͜͠ͱ wϢʔβʔͷΫϥογϡ৘ใ΍$MPVE'VODUJPOTͷΤϥʔ৘ใ͸TMBDLʹ౤͛ͯ֬ೝ͕Ͱ͖ΔΑ͏ʹ ͍ͯ͠Δ wΤϥʔ͕ى͖ͨ৔߹͸'VODUJPOTͷϩά΍($1ଆͷTUBDLESJWFSͰৄࡉΛ֬ೝ͢ΔΑ͏ʹ͍ͯ͠Δ !41
  42. ։ൃத΋ɺαʔϏεϩʔϯνޙ΋ ͨ͘͞ΜͷนʹͿ͔ͭΓ·ͨ͠

  43. Cookpad Inc. All Rights Reserved.  !43

  44. Cookpad Inc. All Rights Reserved. ʮ'JSFTUPSFͷόοΫΞοϓͰ͖ͳ͍͡ΌΜʜʯ !44

  45. Cookpad Inc. All Rights Reserved. όοΫΞοϓ͕औΕͳ͍͜ͱͷڪා wυΩϡϝϯτͷߏ଄Λม͑ΔͨΊͷύονεΫϦϓτΛ౰ͯͨ࣌ʹສҰࣦഊ ͨ͠ͱ͖ʹ໭͢खஈ͕ͳ͍ wສҰԿ͔ͷো֐͕ى͖ͯϩʔϧόοΫ͍ͨ͠ͱ͖ʹ໭ΔͨΊͷσʔλ͕ͳ͍ wࣗલͰ࡞Δͷ͸ݫ͍͠ɺ

    Ծʹ ΤΫεϙʔτͰ͖ͯ΋Πϯϙʔτ͸Մೳͳͷ ͔ w΋͏αʔϏεϩʔϯν͢ΔΜ͚ͩͲʜ !45
  46. Cookpad Inc. All Rights Reserved. ϩʔϯνޙʹͳͬͯ͠·͕ͬͨɺ ೥݄ࠒʹΠϯϙʔτɾΤΫεϙʔτػೳ ͕ఏڙ͞Εͨ 3&45"1* HDMPVEίϚϯυ

    !46
  47. Cookpad Inc. All Rights Reserved. ͙͢ʹࣗಈόοΫΞοϓͷ࢓૊ΈΛ੔͑ɺ ࠓ͸ࢦఆͨ࣌ؒ͠ʹ ຖ೔όοΫΞοϓΛऔ͍ͬͯ·͢ !47

  48. Cookpad Inc. All Rights Reserved.  !48

  49. Cookpad Inc. All Rights Reserved. ʮJ04ଆͱ$MPVE'VODUJPOTଆͰ ҆શʹ)5514௨৴Λߦ͏ʹ͸ʜʯ !49

  50. Cookpad Inc. All Rights Reserved. ·ͩ$BMMBCMF)5514'VODUJPO͕ͳ͔ͬͨࠒʜ w։ൃΛਐΊ͍ͯͨ౰ॳɺ$BMMBCMF)5514'VODUJPO͕ͳ͘ɺ)5514'VODUJPOT ʹಠࣗͷೝূΛ࣋ͨͤͯ΍Ζ͏ͱ͍͕ͯͨ͠৭ʑͱݫ͔ͬͨ͠ w͋Δ͍͸υΩϡϝϯτͷอଘΛτϦΨʔʹͯ͠ॲཧΛߦΘͤͨޙɺ׬ྃͨ͠ ΒυΩϡϝϯτʹʮYYYͷॲཧ͕׬ྃͨ͠ʯͱ͍͏৘ใΛϑΟʔϧυॻ͖ࠐΜ

    ͰɺͦΕΛΫϥΠΞϯτଆͰϦοεϯ͢Δͱ͍͏ ࠓࢥ͏ͱ ौ͍͜ͱΛ΍ͬͯ ͍ͨ w্هͭͷํ๏Ͱ಄ଧͪʹͳ͍ͬͯͯ͜Ε͕ղܾͰ͖ͳ͍ͱαʔϏε͕ग़ͤͳ ͍ʜ !50
  51. Cookpad Inc. All Rights Reserved. Ͳ͏͠Α͏͔ͱ೰ΜͰ͍ͨͦͷ࣌ʜ !51

  52. Cookpad Inc. All Rights Reserved. ೥݄Լ०ʹ$BMMBCMF)5514'VODUJPO͕ొ৔ ͜ͷͱ͖͸'JSFCBTF͕ਆ༷ʹݟ͑ͨ !52

  53. Cookpad Inc. All Rights Reserved. ࠓͱͳͬͯ͸౰ͨΓલͷ͜ͱͰ΋ɺ ౰ͨΓલͰͳͯ͘టष͍͜ͱΛ͍ͯͨ࣌͠ظ͕ ͋Γ·ͨ͠ɻɻ !53

  54. Cookpad Inc. All Rights Reserved.  !54

  55. Cookpad Inc. All Rights Reserved. ʮηΩϡϦςΟʔϧʔϧ೉͍͠ʜʯ !55

  56. Cookpad Inc. All Rights Reserved. ηΩϡϦςΟʔϧʔϧΛॻ͘͜ͱͷେม͞ wຖճϧʔϧΛσϓϩΠͯ͠ɺ࣮ࡍʹಡΈॻ͖ΛߦΘͳ͍ͱϧʔϧͷݕূ͕ͮ͠Β͔ͬ ͨɻσϓϩΠͯ͠΋൓ө·Ͱʹ࠷େ෼͔͔Δ͜ͱ͕͋ͬͨ wυΩϡϝϯτ΍ࢀߟʹͳΔ΋ͷ͕গͳ͘ɺͲ͏͍͏هड़͕Մೳͳͷ͔Θ͔Βͳ͍࣌ ظ͕͋ͬͨ

    wαʔϏεϩʔϯνޙʹྲྀੴʹϧʔϧͷςετ͕ͳ͍ͱෆ҆ͩΑͶͱͳΓςετΛ૊Ή ͜ͱʹͳ͕ͬͨɺςετ༻ͷ'JSFCBTF1SPKFDUΛཱͯͯߦ͏ςετ͔͠Ͱ͖ͳ͔ͬͨ !56
  57. Cookpad Inc. All Rights Reserved. ࠓͰ͸ʜ wυΩϡϝϯτɺϦϑΝϨϯε΋ॆ࣮͖ͯͨ͠ wϩʔΧϧΤϛϡϨʔλͷొ৔ʹΑΓϧʔϧΛσϓϩΠͤͣɺϧʔϧͷςε τΛ͔͍ͯݕূͰ͖ΔΑ͏ʹͳͬͨ w

    ,PNFSDPͰ͸࢖͍ͬͯͳ͍͕ XFCίϯιʔϧ্ͰϧʔϧΛγϛϡϨʔτ ͢Δ͜ͱ΋Մೳʹͳͬͨ wˠ೥ͷؒʹେ͖͘ਐาͨ͠ !57
  58. Cookpad Inc. All Rights Reserved. ϧʔϧΛॻ͘ͷ͕೉͍͔͠Β$MPVE'VODUJPOTʹಀ͛Α͏ ͱ͍͏બ୒Λ͢Δ͜ͱ͕େ෯ʹݮͬͨ !58

  59. Cookpad Inc. All Rights Reserved.  !59

  60. Cookpad Inc. All Rights Reserved. ʮը૾ͷಡΈࠐΈ͕஗͍ʜʯ ʮ঎඼ը૾ͷಡΈࠐΈ஗͘ͳ͍ʁ௿଎௨৴ͩͱݫ͍͠ʜʯ !60

  61. Cookpad Inc. All Rights Reserved. վળલ w֤υΩϡϝϯτ Ϣʔβʔ΍঎඼ ʹରͯ͠ɺ4UPSBHFͷSFG৘ใΛ࣋ͬͨΠϝʔδυΩϡϝϯ τͷࢀরΛ΋͍ͨͤͯͨ

    wը૾ΛಡΈࠐΉ࣌ʹɺυΩϡϝϯτऔಘˠΠϝʔδυΩϡϝϯτऔಘˠSFGΛ࢖ͬͯը૾σʔ λऔಘͱஈ֊Λ౿ΜͰ͍ͨ wҰ෦Ωϟογϡػߏ౳ΛऔΓೖΕ͍͕ͯͨɺͦ΋ͦ΋௨৴ճ਺͕ଟ͍ͷͰຊ࣭తͳվળʹ ͸ࢸ͍ͬͯͳ͔ͬͨ !61
  62. Cookpad Inc. All Rights Reserved. !62 IUUQTUFDIMJGFDPPLQBEDPNFOUSZ վળલ

  63. Cookpad Inc. All Rights Reserved. վળͨ͜͠ͱ w֤υΩϡϝϯτʹඥ෇͚Δը૾υΩϡϝϯτͱΦϦδφϧը૾͕௥Ճ͞ΕΔλΠϛϯάͰɺ $MPVE'VODUJPOT͔Βɺ'JSFCBTFͷ4UPSBHFʹΞΫηεͯ͠ΦϦδφϧը૾Λऔಘ͠ɺෳ਺α ΠζʹϦαΠζ͢ΔॲཧΛࢪͨ͠ޙɺ ϦαΠζޙͷը૾Λ'JSFCBTFɺ($1྆ํͷ4UPSBHFʹΞοϓϩʔυ͢Δ

    w($1ଆʹ্͛Δը૾ͷ63-͸༧ΊυΩϡϝϯτͷ৘ใ͔ΒߏஙͰ͖ΔنଇͰ౷Ұ͢Δ w FHIUUQT<CVDLFU@OBNF><DPMMFDUJPO@OBNF><EPDVNFOU@JE><JNBHF@JE>KQH  wDMJFOUଆ͔Β͸ɺಡΈऔΓ͕ެ։ঢ়ଶʹͳͬͨ($1ͷ4UPSBHFʹରͯ͠ը૾ͷμ΢ϯϩʔυΛ ߦ͏ w($1ଆʹDMJFOU͔Β௚઀͋͛ͳ͍ཧ༝͸ɺॻ͖ࠐΈ࣌͸4UPSBHFͷSVMFͰݕূΛߦ͍͍ͨͨΊ w($1ଆͷ4UPSBHF͸౦ژϦʔδϣϯͰӡ༻ BTJBOPSUIFBTU !63
  64. Cookpad Inc. All Rights Reserved. !64 IUUQTUFDIMJGFDPPLQBEDPNFOUSZ վળޙ

  65. Cookpad Inc. All Rights Reserved. ௨৴ճ਺΋ݮͬͨ͠ɺ औಘͷ଎౓΋େ෯ʹ޲্ͨ͠✌ !65

  66. Cookpad Inc. All Rights Reserved. ࢀߟ wʮ,PNFSDPΞϓϦͰ'JSFCBTF͔Βͷը૾औಘΛ଎ͨ͘͠࿩ʯ IUUQTUFDIMJGFDPPLQBEDPNFOUSZ  !66

  67. Cookpad Inc. All Rights Reserved.  !67

  68. Cookpad Inc. All Rights Reserved. ʮ$MPVE'VODUJPOTͷ &WFOU5SJHHFS͕ॏෳൃՐ͢ΔΜ͚ͩͲʜʯ !68

  69. Cookpad Inc. All Rights Reserved. &WFOU5SJHHFS͕ॏෳൃՐ͢Δʜ w঎඼͕ߪೖ͞Εͨͱ͖ʹɺมߋ͞ΕͨϞσϧͷঢ়ଶΛτϦΨʔʹͯ͠ɺ ߪೖ͞Εͨ͜ͱΛTMBDLʹྲྀ͍ͯͨ͠ wͨ·ʹશ͘ಉ͡಺༰ͰճɺTMBDLʹ௨஌͞ΕΔ͜ͱ͕͋ͬͨ wʢಉ͡Α͏ͳ࢓૊ΈͰ

    ঎඼͕ߪೖ͞Εͨͱ͖ʹɺߪೖऀɺग़඼ऀʹϝʔ ϧΛૹ৴͠Α͏ͱ͓΋͍͕ͬͯͨ͜ͷ··ͩͱʜ  !69
  70. Cookpad Inc. All Rights Reserved. $MPVE'VODUJPOTͷ &WFOU5SJHHFS͸࠷௿ճҎ্ݺͼग़͞ΕΔՄೳੑ͕͋Δ !70

  71. Cookpad Inc. All Rights Reserved. ႈ౳ੑΛ୲อ͢Δͷ΋େ੾ ʴ ॏෳൃՐࣗମΛ๷͙࢓૊Έ΋ཉ͍͠ !71 ˞ႈ౳ੑ

    JEFNQPUFODF  େࡶ೺ʹݴͬͯɺ͋Δૢ࡞Λ̍ճߦͬͯ΋ෳ਺ճߦͬͯ΋ɺ ݁Ռ͕͓ͳ͡Ͱ͋Δ͜ͱ IUUQTKBXJLJQFEJBPSHXJLJႈ౳
  72. Cookpad Inc. All Rights Reserved. ॏෳൃՐ͞Ε͔ͨͲ͏͔Λݕ஌͢Δ ػߏΛ࡞ͬͨ !72

  73. Cookpad Inc. All Rights Reserved. ॏෳൃՐݕ஌ͷ࢓૊Έ w&WFO5SJHHFSʹΑͬͯؔ਺͕࣮ߦ͞ΕΔͱɺ&WFOU5SJHHFSൃՐ͝ͱʹAFWFOU*%Aͱ͍͏΋ͷׂ͕Γ౰ ͯΒΕΔ w͜ͷFWFOU*%ʹɺ೚ҙͷQSFpYΛ෇͚ͨจࣈྻΛੜ੒ wτϥϯβΫγϣϯΛషͬͨ͏͑Ͱɺ

    wͦͷจࣈྻΛυΩϡϝϯτ*%ͱ͢ΔA&WFOU5SJHHFSAίϨΫγϣϯͷυΩϡϝϯτ͕ଘࡏ͢Δ͔Λ ௐ΂Δ wଘࡏ͠ͳ͍৽نʹA&WFOU5SJHHFSAίϨΫγϣϯʹυΩϡϝϯτΛੜ੒ͯ͠ɺॏෳൃՐͰͳ͍ GBMTF Λݺͼग़͠ݩʹฦ٫ wଘࡏ͢ΔॏෳൃՐ͍ͯ͠ΔͷͰॏෳൃՐͨ͠ USVF Λݺͼग़͠ݩʹฦ٫͢Δ wॏෳൃՐ͍ͯͨ͠৔߹͸Կ΋ͤͣʹؔ਺ͷ࣮ߦΛऴྃͤ͞Δ !73
  74. Cookpad Inc. All Rights Reserved. ॏෳൃՐݕ஌ͷ࢓૊Έ !74

  75. Cookpad Inc. All Rights Reserved. ॏෳൃՐݕ஌ͷ࢓૊Έ !75

  76. Cookpad Inc. All Rights Reserved. ༨ஊ ಉ͡υΩϡϝϯτύεʹର͢Δ&WFOU5SJHHFSͷ৔߹ɺ ؔ਺ఆٛΛ෼͚͍ͯͯ΋ಉ͡FWFOU*%ׂ͕ΓৼΒΕΔ !76

  77. Cookpad Inc. All Rights Reserved. ࢀߟ w$MPVE'JSFTUPSFUSJHHFST-JNJUBUJPOTBOEHVBSBOUFFT IUUQTpSFCBTFHPPHMFDPNEPDTGVODUJPOTpSFTUPSFFWFOUTMJNJUBUJPOT@BOE@HVBSBOUFFT  wpSFTUPSFDMPVEGVODUJPOTPO$SFBUFPO%FMFUFTPNFUJNFTJNNFEJBUFMZUSJHHFSFEUXJDF

    IUUQTNFEJVNDPN!IBKJNFOBLBNVSBpSFTUPSFDMPVEGVODUJPOTPODSFBUFPOEFMFUF TPNFUJNFTJNNFEJBUFMZUSJHHFSFEUXJDFFDGFBBGC  !77
  78. Cookpad Inc. All Rights Reserved.  !78

  79. Cookpad Inc. All Rights Reserved. ʮ$MPVE'VODUJPOTͷ࣮ߦ଎౓͕஗͍ʜʯ !79

  80. Cookpad Inc. All Rights Reserved. $MPVE'VODUJPOTͷ࣮ߦ଎౓͕஗͍ʜ wؔ਺͕ݸۙ͋͘Δ w$PME4UBSU͢Δͱ࣮ߦ։͔࢝Βऴྃ·ͰdNT dT ͔͔Δ

    ͜ͱ͕͋ͬͨ wԿ౓͔ݺ͹Ε͍ͯΔͱ਺ඦNTͰࡁΉ !80
  81. Cookpad Inc. All Rights Reserved. վળࡦ wؔ਺ຖʹׂΓ౰ͯΔϝϞϦͷྔΛ૿΍ͨ͠ wը૾ͷϦαΠζॲཧ͚ͩ͸(#ͷϝϞϦΛ($1্͔Βมߋׂͯ͠Γ౰͍͕ͯͯͨͦΕҎ֎ͷؔ਺͸ॳظ .# ͷ··

    ͩͬͨ w͍ͭ਺िؒલʹɺ$MPVE'VODUJPOTͷόʔδϣϯΛҎ্ʹ͋͛Δ͜ͱ͕ग़དྷͨͷͰɺίʔυ্ͰϝϞϦΛࢦఆͰ͖ΔΑ ͏ʹͳͬͨ w)5514τϦΨʔʹͳ͍ͬͯΔؔ਺શͯΛ(#Ҏ্ʹ͋͛ͨΒܶతʹมԽͨ͠ʢ$PME4UBSUͷ৔߹ɺมߋલͷ࣮ߦ࣌ؒͷ ൒෼΄Ͳ·Ͱݮগ  w(JODP͞Μ͕঺հ͞Ε͍ͯͨςΫχοΫΛಋೖ͠͸͡Ίͨ wIUUQTUFDIHJODPJPQPTUHJODPFOHJOFFSNFFUVQDMPVEGVODUJPOT $MPVE'VODUJPOTͷ$PME4UBSUͷվળ  w(JU)VCͷJTTVFͷٞ࿦ͷதͰ΋঺հ͞Ε͍ͯͨIUUQTHJUIVCDPNpSFCBTFGVODUJPOTTBNQMFTJTTVFT w·ͩ׬શಋೖͰ͖͍ͯͳ͍͕ɺ͡ΘΓ͡ΘΓͱޮՌ͕ग़͖͍ͯͯΔ w5ZQF4DSJQUͰॻ͍͍ͯΔͷ΋͋Γɺ͜ͷςΫχοΫͰॻ͘͜ͱʹΑͬͯएׯͷՄಡੑͱܕ҆શΛ٘ਜ਼ʹ͢Δඞཁ͕͋Δ !81
  82. Cookpad Inc. All Rights Reserved. վળࡦ w؅ཧը໘Ͱ࢖ΘΕΔଟྔͷؔ਺ΛҰͭͷΤϯυϙΠϯτʹవΊͨ wͭͷΤϯυϙΠϯτʹ·ͱΊͯɺϦΫΤετʹݺͼग़͍ͨؔ͠਺ͷ໊લͱɺͦͷؔ਺Ͱ༻͍Δύϥϝʔλ ΛೖΕΔ w࠷ॳͷճ͸஗͍ͷ͸มΘΒͳ͍͕ɺవΊͨ͜ͱͰ֤ॲཧΛݺͼग़͢ͱ͖ͷpSFTUPSFͷηογϣϯ౳ΛҾ͖ܧ

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  86. Cookpad Inc. All Rights Reserved. ٕज़ϒϩά΍ొஃͰͷΞ΢τϓοτ !86

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  88. Cookpad Inc. All Rights Reserved. ΠϯλϏϡʔ w'JSFCBTFͰόοΫΤϯυΤϯδχΞෆࡏͷΞϓϦ։ൃɹΫοΫύου͕ମײͨ͠ɺϝϦοτͱ՝୊ IUUQTFNQMPZNFOUFOKBQBODPNFOHJOFFSIVCFOUSZ  wʲબʳ͋ͷαʔϏεɾΞϓϦͷΞʔΩςΫνϟɾϓϩάϥϛϯάݴޠɾϑϨʔϜϫʔΫΛେௐࠪʂ

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  89. Cookpad Inc. All Rights Reserved. Α͔ͬͨΒซͤͯ ೷͍ͯΈ͍ͯͩ͘͞ !89

  90. Cookpad Inc. All Rights Reserved. ۦ͚଍ʹͳΓ·͕ͨ͠ɺ ,PNFSDPʹ͓͚Δ'JSFCBTFͷ͋Ε͜ΕΛ ͨ͘͞Μ࿩͢͜ͱ͕Ͱ͖·ͨ͠ !90

  91. Cookpad Inc. All Rights Reserved. ฉ͖͍ͨ͜ͱ͕͋ͬͨΒ͜ͷޙͷ࣭ٙԠ౴΍ ࠙਌ձͰั·͑ͯฉ͍͍ͯͩ͘͞ʂ  !91

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