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/

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)VC
   THSLTNU
   !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 ΤϯδχΞ
   dਓ
   wਓͱ΋ݩʑ'JSFCBTFΛ͕ͬͭΓ৮͍ͬͯͨΘ͚Ͱ͸ͳ͔ͬͨɻXFC΋΄΅ະܦݧ
   wσβΠφʔ
   ਓ
   w͏ͪਓ͸ͨ·ʹίʔυΛॻ͍ͯ͘Ε·͢
   wσΟϨΫλʔ
   ਓ
   
   wσʔλ෼ੳ
   ਓ
   !9 Y
   
10. Cookpad Inc. All Rights Reserved. ೥ද w
    ,JDL
    PGGɺ։ൃ։࢝
    w຤
    'JSFCBTF
    %FW
    4VNNJUʹϝϯόʔશһͰग़ு
    w
    σʔλϕʔεΛ$MPVE
    'JSFTUPSFʹ੾Γସ͑Δ
    w
    ʔ
    
    Ќ൛͕Ұ୴Ͱ͖͕͋Δ
    w
    ମ੍มߋͱ։ൃεέδϡʔϧͷݟ௚͠
    w
    XFCαΠτ ςΟβʔαΠτ ެ։
    w
    αʔϏεϩʔϯνɺΫϥϑτ ྉཧಓ۩ɺ͏ͭΘ౳ ൢച։࢝
    w
    Wެ։ɺϑʔυ ௐຯྉ΍৯ࡐɺ೔ຊञɾࠃ࢈ϫΠϯ౳ ൢച։࢝
    w
    ϝοηʔδػೳ 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. $MPVE
    4UPSBHF 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'JSFCBTF
    1SPKFDUͷ৔߹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$MPVE
    'VODUJPOT͔Β௨஌Λૹ ৴͍ͯ͠Δ
    wΞϓϦ͕ͭ͋ΔͷͰɺ1VC4VCͷτϐοΫΛ
    ABMMA
    ADSFBUPSA
    ADVTUPNFSA
    ͱ͍ͬͨײ͡ͰͦΕͧΕߪಡͤͯ͞ඞཁͳλ ΠϛϯάͰద੾ͳൣғʹ஗ΕΔΑ͏ʹ࢓ࠐΈΛ͍ͯ͠Δ
    w αʔϏεͱͯ͠ ·ͩ·ͩ׆༻Ͱ͖͍ͯͳ͍ͷͰࠓޙ஫ྗͯ͠׆༻͍͖͍ͯͨ͠
    !32
33. Cookpad Inc. All Rights Reserved. %ZOBNJD
    -JOLT w঎඼ͷγΣΞػೳͰओʹ࢖͍ͬͯΔ
    wJ04͔ͭΞϓϦΛΠϯετʔϧ͍ͯ͠Ε͹ىಈͯ͠঎඼ը໘ʹભҠ
    wJ04͔ͭΞϓϦ͕ະΠϯετʔϧͳΒ"QQ4UPSFʹ༠ಋɺͦͷޙىಈ͞ΕͨΒ঎඼ը໘ʹભҠ
    wͦΕҎ֎ͷ୺຤ͷ৔߹͸ݱঢ়͸ςΟβʔαΠτΛදࣔ 8FC൛͕Ͱ͖ͨΒʜ
    w%ZOBNJD
    -JOLTൃߦ͸J04ͷ4%,΋͘͠͸$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&WFOU
    5SJHHFSͰߦ͍ͬͯΔ
    w঎඼͕࡟আ͞Εͨ৔߹΋ਖ਼͘͠"MHPMJBͷΠϯσοΫεΛਖ਼͘͠ߋ৽ͯ͋͛͠ ͳ͍ͱɺ࡟আࡁΈ঎඼͕ώοτͯ͠͠·͏ͷͰ'JSFTUPSFͷ%#ͷঢ়ଶͱἧ͑ͯ ͋͛Δඞཁ͕͋Δ !34
35. Cookpad Inc. All Rights Reserved. !35 "MHPMJB $MPVE
    'JSFTUPSF $MPVE
    'VODUJPOT ঎඼Λొ࿥ɾߋ৽ɾ࡟আ &WFOU
    5SJHHFS
 APO$SFBUFA
 APO6QEBUFA ঎඼ͷ৘ใΛݩʹొ࿥PS
    ࡟আ͢Δ৘ใΛQPTU͢Δ "MHPMJBͷ$MJFOU
    4%,Λ࢖ͬͯ
    ঎඼Λݕࡧ
36. Cookpad Inc. All Rights Reserved. 4USJQF wܾࡁ୅ߦαʔϏε
    wΫϨδοτΧʔυͷొ࿥ɺܾࡁɺۜߦޱ࠲ʹೖۚʜͱ͓ۚʹ·ͭΘΔૢ࡞Λ୲ͬͯ΋Βͬ ͍ͯΔ
    w4USJQFଆͷϢʔβʔ࡞੒͸ɺ,PNFSDPͷϢʔβʔ΍γϣοϓͷ࡞੒࣌ʹ$MPVE
    'VODUJPOT ͷ&WFOU
    5SJHHFSͰ࡞੒͍ͯ͠Δ
    w4USJQFͱͷ௨৴͸جຊతʹ$MPVE
    'VODUJPOTΛ௨ͯ͡ߦ͍ͬͯΔ
    wJ04ଆ͔Β௚઀4USJQFͷ"1*͸ୟ͍͍ͯͳ͍ɻTFDSFU
    LFZΛΫϥΠΞϯτʹ࣋ͨͤͨ͘ͳ͍
    wJ04ଆͰ৘ใऔಘ͕ඞཁͳ৔߹΋$MPVE
    'VODUJPOTܦ༝
    w)551
    SFRVFTUͷ$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
    'VODUJPO
    Ͱ
    ඞཁͳॲཧΛ࣮ߦ
38. Cookpad Inc. All Rights Reserved. ෼ੳपΓ !38
39. Cookpad Inc. All Rights Reserved. !39 $MPVE
    'JSFTUPSF $SBTIMZUJDT $MPVE
    'VODUJPOT "OBMZUJDT #JH
    2VFSZ 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$BMMBCMF
    )5514
    'VODUJPO͕ొ৔
    ͜ͷͱ͖͸'JSFCBTF͕ਆ༷ʹݟ͑ͨ !52
53. Cookpad Inc. All Rights Reserved. ࠓͱͳͬͯ͸౰ͨΓલͷ͜ͱͰ΋ɺ
    ౰ͨΓલͰͳͯ͘టष͍͜ͱΛ͍ͯͨ࣌͠ظ͕
    ͋Γ·ͨ͠ɻɻ !53
54. Cookpad Inc. All Rights Reserved.  !54
55. Cookpad Inc. All Rights Reserved. ʮηΩϡϦςΟʔϧʔϧ೉͍͠ʜʯ !55
56. Cookpad Inc. All Rights Reserved. ηΩϡϦςΟʔϧʔϧΛॻ͘͜ͱͷେม͞ wຖճϧʔϧΛσϓϩΠͯ͠ɺ࣮ࡍʹಡΈॻ͖ΛߦΘͳ͍ͱϧʔϧͷݕূ͕ͮ͠Β͔ͬ ͨɻσϓϩΠͯ͠΋൓ө·Ͱʹ࠷େ෼͔͔Δ͜ͱ͕͋ͬͨ
    wυΩϡϝϯτ΍ࢀߟʹͳΔ΋ͷ͕গͳ͘ɺͲ͏͍͏هड़͕Մೳͳͷ͔Θ͔Βͳ͍࣌ ظ͕͋ͬͨ
    wαʔϏεϩʔϯνޙʹྲྀੴʹϧʔϧͷςετ͕ͳ͍ͱෆ҆ͩΑͶͱͳΓςετΛ૊Ή ͜ͱʹͳ͕ͬͨɺςετ༻ͷ'JSFCBTF
    1SPKFDUΛཱͯͯߦ͏ςετ͔͠Ͱ͖ͳ͔ͬͨ
    !56
57. Cookpad Inc. All Rights Reserved. ࠓͰ͸ʜ wυΩϡϝϯτɺϦϑΝϨϯε΋ॆ࣮͖ͯͨ͠
    wϩʔΧϧΤϛϡϨʔλͷొ৔ʹΑΓϧʔϧΛσϓϩΠͤͣɺϧʔϧͷςε τΛ͔͍ͯݕূͰ͖ΔΑ͏ʹͳͬͨ
    w ,PNFSDPͰ͸࢖͍ͬͯͳ͍͕ XFCίϯιʔϧ্ͰϧʔϧΛγϛϡϨʔτ ͢Δ͜ͱ΋Մೳʹͳͬͨ
    wˠ೥ͷؒʹେ͖͘ਐาͨ͠
    !57
58. Cookpad Inc. All Rights Reserved. ϧʔϧΛॻ͘ͷ͕೉͍͔͠Β$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 FH
    IUUQT<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
    &WFOU
    5SJHHFS͕ॏෳൃՐ͢ΔΜ͚ͩͲʜʯ !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
    &WFOU
    5SJHHFS͸࠷௿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٫
    wଘࡏ͢Δ
    ॏෳൃՐ͍ͯ͠ΔͷͰॏෳൃՐͨ͠ 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
    'JSFTUPSF
    USJHHFST
    
    -JNJUBUJPOT
    BOE
    HVBSBOUFFT
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
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    wpSFTUPSF
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    !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. $MPVE
    'VODUJPOTͷ࣮ߦ଎౓͕஗͍ʜ wؔ਺͕ݸۙ͋͘Δ
    w$PME
    4UBSU͢Δͱ࣮ߦ։͔࢝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$PME
    4UBSUͷ৔߹ɺมߋલͷ࣮ߦ࣌ؒͷ ൒෼΄Ͳ·Ͱݮগ
    w(JODP͞Μ͕঺հ͞Ε͍ͯͨςΫχοΫΛಋೖ͠͸͡Ίͨ
    wIUUQTUFDIHJODPJPQPTUHJODPFOHJOFFSNFFUVQDMPVEGVODUJPOT
    $MPVE
    'VODUJPOTͷ$PME
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