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ZOZOSUIT 計測システムの裏側 / ZOZOSUIT Measurement System
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sashihara
May 23, 2019
Technology
0
1k
ZOZOSUIT 計測システムの裏側 / ZOZOSUIT Measurement System
ZOZOSUIT計測システムについて、ローンチまでの道のりをニュースで振り返りながら、裏側でどのような技術を使っているか、起きた問題点などをお伝えします。
sashihara
May 23, 2019
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Transcript
Copyright © ZOZO Technologies, Inc. All Rights Reserved. גࣜձࣾ;0;0ςΫϊϩδʔζ ։ൃ෦43&νʔϜϦʔμʔ
ࢦݪ ;0;046*5 ܭଌγεςϜͷཪଆ
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ϓϩϑΟʔϧ ೖࣾɿ20119݄ʢத్ʣ
ɹɹɹZOZOTOWNͷ։ൃӡ༻୲ ɹɹɹϑΝογϣϯίʔσΟωʔτΞϓϦWEARͷ্ཱͪ͛ ୀ৬ɿ20153݄ ೖࣾɿ20181݄ʢग़Γʣ ɹɹɹGlobalECɾܭଌγεςϜ୲ͷSRE ;0;0ςΫϊϩδʔζ ։ൃ෦43&νʔϜϦʔμʔ ࢦݪ
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ΞδΣϯμ ;0;046*5ͱϓϥΠϕʔτϒϥϯυʮ;0;0ʯͱ
χϡʔεͰৼΓฦΔ;0;046*5 ܭଌγεςϜͰى͖͍͔ͨͭ͘ͷ
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ;0;046*5ͱϓϥΠϕʔτϒϥϯυʮ;0;0ʯͱ
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ண༻͢Δ͚ͩͰɺࡌ͞Εͨ৳ॖηϯαʔʹΑΓɺશͷࡉ ͔͍ମܕσʔλΛܭଌ͢Δ͜ͱ͕Ͱ͖ɺ#MVFUPPUIʹΑΓσʔ
λΛ;0;0508/ΞϓϦʹૹΔ͜ͱ͕Ͱ͖Δɻ ˓;0;0508/ΞϓϦ্Ͱܭଌͨ͠ମܕσʔλͱɺͦ͜ ͔Β࡞͞Εͨ%ϞσϧΛ֬ೝ͢Δ͜ͱ͕Ͱ͖ɺମܕΛ νΣοΫ͢Δ͜ͱ͕Մೳɻ ॳ;0;046*5
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓શମʹࢪ͞ΕͨυοτϚʔΧʔΛεϚʔτϑΥϯΧϝϥͰ ࡱӨ͢Δ͜ͱͰɺମܕσʔλΛܭଌɻ
˓;0;0508/ΞϓϦ্Ͱܭଌͨ͠ମܕσʔλͱɺͦ͜ ͔Β࡞͞Εͨ%ϞσϧΛ֬ೝ͢Δ͜ͱ͕Ͱ͖ɺମܕΛ νΣοΫ͢Δ͜ͱ͕Մೳɻ ɹIUUQT[P[PKQ[P[PTVJU ৽ܕ;0;046*5
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ʮ;0;046*5ʯͰܭଌͨ͠ମܕσʔλΛͱʹɺ ɹҰਓͻͱΓͷମܕʹ߹ͬͨʮ͋ͳͨαΠζʯͷΞΠςϜΛఏڙɻ
˓&$αΠτͰࢼண͕Ͱ͖ͳ͍ͷͰΛબͼͮΒ͍ɻͨ͘͞Μ ͷαΠζΛ༻ҙ͠ɺࢼண͠ͳ͍͍ͯ͘ͽͬͨΓαΠζͷΛબ ΜͰΒ͑ΔΑ͏ʹ͢Εɺ৽͍͠Ϛʔέοτ͕Γग़ͤΔͣͩ ͱ͍͏Ծઆɻ ɹIUUQT[P[PKQNFOCSBOE[P[P ɹIUUQT[P[PKQXPNFOCSBOE[P[P
Copyright © ZOZO Technologies, Inc. All Rights Reserved.
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ;0;0͕࣋ͭσʔλ 1ԯ݅ͷߪങσʔλ
1000ສຕͷίʔσΟωʔτσʔλ (new!) ඦສਓͷମܕσʔλ ଟαΠζల։ͷ࡞Γͷσʔλɾϊϋ
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ϚϧναΠζϓϥοτϑΥʔϜࣄۀɻ ˓1#ࣄۀͰಘͨଟαΠζల։ͷϊϋΛ׆༻͠ɺ
ɹ;0;0508/ʹग़ళ͢Δϒϥϯυ͞ΜͱڠۀͰΛ࡞Δɻ ˓ʙαΠζల։Ͱळʹൢച։࢝༧ఆɻ ྫ͑.41ࣄۀ
Copyright © ZOZO Technologies, Inc. All Rights Reserved. χϡʔεͰৼΓฦΔ;0;046*5
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓ ZOZOSUITとPB構想発表
予約受付開始(100万件以上の予約) 計測システムリリース ˓ ZOZOSUIT大量生産体制のトラブル 発送の延期を発表 ˓ 改良を重ね、初代ZOZOSUIT発送開始 ˓ ZOZOSUITを超えるアイデアを3億円で買い取り ˓ 新型ZOZOSUIT発表、発送開始(初日4000枚発送) 計測システム、リプレイスリリース
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ˓͔ΒͷΘ͔ͣϲ݄ؒ ZOZOSUITを物理的に大量生産
クライアントアプリ開発 サーバサイド開発 インフラ構築 半年間、毎月ニュースになる大きなチャレンジ 圧倒的なスピード感が面白さと強み
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ܭଌγεςϜͰى͖͍͔ͨͭ͘ͷ
Copyright © ZOZO Technologies, Inc. All Right Reserved. ॳ;0;046*5ܭଌγεςϜͷߏਤ ˓"84όʔδχΞϦʔδϣϯ
ɹϓϥΠϕʔτϒϥϯυੈքల։ɻ ɹ"84ͷ৽αʔϏεόʔδχΞϦʔδϣϯ͔Βల։ɻ ˓αʔόϨεΞʔΩςΫνϟͷγϯϓϧߏ ɹ"1*(BUFXBZ -BNCEB 3FEJT %ZOBNP%# ɹ ɹαʔόϨεΦʔτεέʔϧɺߴՄ༻ੑɻ ɹΠϯϑϥͷϓϩϏδϣχϯάෆཁɻ ɹ͍εύϯͰͷϩʔϯνཁٻʹԠ͑Δ͜ͱ͕Ͱ͖ͨɻ
Copyright © ZOZO Technologies, Inc. All Right Reserved. ͦͷ̍ɹ-BNCEBͰى͖ͨίʔϧυελʔτ ˓-BNCEBͰ࡞ͨ͠ίϯςφΛجຊతʹ࠶ར༻͢Δɻͨͩ
͠ɺར༻Մೳͳίϯςφ͕ͳ͍߹ɺͭ·ΓίʔυΛมߋͨ͠ॳ ճىಈ࣌ɺ͠Β͘ϦΫΤετ͕ͳ͔ͬͨ߹ɺ͔ΒΛຖճ Γͨ͢ΊϨΠςϯγ͕ߴ͘ͳΔͱ͍͏͕͋Δɻ ˓҆ఆతͳϦΫΤετ͕ൃੜ͍ͯ͠Δ߹ίʔϧυελʔτൃ ੜͮ͠Β͍͕ɺॳ;0;046*5ૹ͕ॳগͳΊͩͬͨͨ ΊɺوॏͳॳظϢʔβͷମݧ͕ଛͳΘΕͯ͠·͏ݒ೦͕͋ͬͨɻ &/*ͷ࡞ ίϯςφͷ࡞ σϓϩΠύοέʔδͷϩʔυ σϓϩΠύοέʔδͷల։ ϥϯλΠϜىಈɾॳظԽ ؔϝιουͷ࣮ߦ ίϯςφͷഁغ ίʔϧυελʔτ࣌1-6ͯ͢Λ࠷ॳ͔Β࣮ߦ͢Δ ࢀরɿhttps://www.slideshare.net/AmazonWebServicesJapan/20190402-aws-black-belt-online-seminar-lets-dive-deep-into-aws-lambda-part1-part2
Copyright © ZOZO Technologies, Inc. All Right Reserved. ͦͷ̎ɹ(%13 ˓Ԥभ࿈߹ʢ&6ʣͷҰൠσʔλอޢنଇʢ(%13ʣ͕ʹࢪߦɻ
˓࣮ࡍͷͱ͜Ζɺ"84্ͰͲ͜ͷϦʔδϣϯͷ%#ʹσʔλΛอଘ͢Δ ͔ͱ͍͏ΑΓσʔλͷѻ͍ํɺআϧʔϧΛదʹ໌ࣔɾӡ༻͠ ͯɺͦΕΛ͔ͬ͠Γ͓٬༷प͢Δ͜ͱ͕ॏཁɻ ˓ͦΕͰηϯγςΟϒͳମܕσʔλΛѻ͏͜ͱ͋ΓɺকདྷͷૌুϦ εΫ͓٬༷ͷ৺ཧΛߟྀ͠ɺσʔλΛؚΉܭଌγεςϜΛ৽ܕ ;0;046*5ͱ(MPCBM&$ϦϦʔεʹ߹Θͤͯ&6ݍͷϦʔδϣϯͷҠ ߦΛܾఆɻ ˓(MPCBM&$Ͱ͍͍ͨ"84αʔϏεʢ"NB[PO$POOFDUͳͲʣ͕ల ։͞Ε͍ͯͨ͜ͱ͔ΒΞΠϧϥϯυϦʔδϣϯΛબɻ GDPR
Copyright © ZOZO Technologies, Inc. All Right Reserved. ৽ܕ;0;046*5ͰͷγεςϜߏ ˓ʲ(%13ରԠʳ
"84ϦʔδϣϯΛόʔδχΞ͔ΒΞΠϧϥϯυʹมߋ͠Ҡߦɻ ˓ʲ-BNCEBͷίʔϧυελʔτʳ ΞϓϦέʔγϣϯ࣮ߦڥΛ-BNCEB͔Β&MBTUJD#FBOT5BMLͰ %PDLFSίϯςφΛಈ͔͢ํࣜʹมߋɻ
Copyright © ZOZO Technologies, Inc. All Right Reserved. ͦͷ̏ɹαΠζཧʹ͓͚Δ3%# "NB[PO3%4
ͱ/P42- "NB[PO%ZOBNP%# Tγϟπͷύʔπ σχϜͷύʔπ टपΓ ෯ କৎ … Σετ ώοϓ ணৎ … Tγϟπͷ αΠζ 38 40 60 … NULL NULL NULL … 39 41 61 … NULL NULL NULL … 40 42 62 … NULL NULL NULL … ộ σχϜͷ αΠζ NULL NULL NULL … 75 88 80 … NULL NULL NULL … 76 89 81 … NULL NULL NULL … 77 90 82 … ộ ˓1#ϒϥϯυͷαΠζཧํ๏Ͱॳ3%#ݕ౼ͨ͠ɻ ˓͋ΒΏΔମܕʹ߹ΘͤͨɺͽͬͨΓαΠζͷ࣮ݱͷͨΊɺͷ֤ ύʔπͷαΠζʹ͔ͳΓͷ෯͕ଘࡏ͠ɺͦͷֻ͚߹ΘͤʹΑͬͯ࠷ऴ తͳͷαΠζ͕ܾఆ͢ΔͨΊɺͭͷͰ࠷େઍສύλʔϯ ͷΈ߹Θ͕ͤଘࡏ͠ɺొσʔλ͕େʹͳΔɻ ˓3%#ͷεΩʔϚཧͰߏ͕ෳࡶʹͳΓɺͷ༷͕มΘΓඞ ཁͳܭଌύʔπ͕૿͑ͨΓͨ͠ࡍʹରԠͮ͠Β͍͜ͱ͕༧͞Εͨɻ ʢRDBͷ߹ɺsizeςʔϒϧͰཧ͢Δͱʣ
Copyright © ZOZO Technologies, Inc. All Right Reserved. ˓/P42-Ͱ͋ΕεΩʔϚϨεͳͷͰ༷ͷมߋʹॊ ೈʹରԠͰ͖ཧ͕͍͢͠ɻ
˓αΠζϚελʔσʔλɺܭଌσʔλͳͲɺαʔϏεͷ ʹൺྫͯ͠૿Ճ͍ͯ͘͠େྔͷσʔλΛѻ͏͜ͱ ˓ܭଌγεςϜͷجຊϫʔΫϩʔυ͕࡞ͱಡΈࠐΈػೳͰ ͋Δ͜ͱ ˓/P42-ͱ૬ੑ͕ྑ͘%ZOBNP%#Λ࠾༻ͨ͠ɻ ͦͷ̏ɹαΠζཧʹ͓͚Δ3%# "NB[PO3%4 ͱ/P42- "NB[PO%ZOBNP%# ʢTγϟπͷαΠζҾʣ "sizes" : { "key": "size_tshirt_key", "4": 38, "6": 40, "7": 60 } "sizes" : { "key": "size_denim_key", "8": 75, "9": 88, "10": 80 } ʢσχϜͷαΠζҾʣ
Copyright © ZOZO Technologies, Inc. All Rights Reserved. ͍͞͝ʹ
Copyright © ZOZO Technologies, Inc. All Right Reserved. 43&ΤϯδχΞืूத ˓ࠓճ·ͩͤͳ͍ϓϩδΣΫτͨ͘͞ΜਐߦதͰ͢ʂ
˓ຖ݄χϡʔεʹͳΔΑ͏ͳੈքͷνϟϨϯδ͕Ͱ͖ΔڥͰ͢ʂ ˓"84ΛͬͯΘ͘Θ͘͢ΔઓΛ͍ͨ͠43&ΤϯδχΞืूதͰ͢ʂ https://www.wantedly.com/projects/233951
Copyright © ZOZO Technologies, Inc. All Right Reserved. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠