DDD + Clean Architecture + UCDOM Full版

http://ddd-cqrs-es.connpass.com/event/27181/
「Reactive Messaging Patternsプレ読書会 - CQRS、ESの基本を学ぶ -」の時間の都合上カットした部分も含めたフル版資料です。
Embeddedなままだと各種リンクが有効ではないので、気になる方は"Download PDF"よりご参照ください。

Essence版はコチラ：https://speakerdeck.com/yoskhdia/ddd-plus-clean-architecture-plus-ucdom-essenceban

Transcript

1. DDD + Clean Architecture
   ʴϢʔεέʔεۦಈ։ൃͷྑ͍ͱ͜ΖΛऔΓೖΕΑ͏
   Full൛
   2016/03/16
   @yoskhdia
   DDD+CQRS+EventSourcing࣮૷͢Δձ
   ϋογϡλάɿ#ddd_cqrs_es_tokyo
   

   View Slide

2. About me
   • ԞాՂڗʢYoshitaka Okudaʣ
   • גࣜձࣾSocketʢKDDI Syn.ϗʔϧσΟϯάεάϧʔϓʣ

   ΞʔΩςΫτ
   • Twitter @yoskhdia
   • interested in DDD/Scala/C#/Reactive System/

   Architect/System Thinking/Team Building/

   Agile/ܦӦ৘ใֶ/On-Road Bike
   

   View Slide

3. Agenda
   • υϝΠϯۦಈઃܭʢDDDʣ͓͞Β͍
   • Clean Architectureͱ͸Կ͔
   • DDD + Clean Architectureମݧஊ
   • Ϣʔεέʔεۦಈ։ൃʢICONIXϓϩηεʣʹ
   ग़ձͬͨ࿩
   

   View Slide

4. ཹҙࣄ߲
   • ͜ͷൃද͸ࢲݸਓͷݟղʹدΔ΋ͷͰ͢ɻ
   • ॻ੶ʮυϝΠϯۦಈઃܭʯ΋ਖ਼ࣜʹ͸ʮΤϦοΫɾΤϰΝϯ
   εͷʯͱ෇͘Α͏ʹɺDDD͸ϕετϓϥΫςΟεΛ·ͱΊͨ
   ஌ࣝମܥͰ͋Γɺઈରͷਖ਼ղͷ͋Δ΋ͷͰ͸͋Γ·ͤΜɻ
   • ࠾༻͢ΔϓϩμΫτͷੑ֨ʹΑͬͯɺ۩ମతͳํ๏͸มΘΓ
   ·͢ɻʢࠓճ͸UIΛ࣋ͨͳ͍APIͰߟ͍͑ͯ·͢ɻʣ
   • ͦͷͨΊɺ͜͏͍͏෩ʹద༻͍ͯ͠Δਓ΋͍ΔΜͩͳɺͱ͍
   ͏Թ͔͍৺Ͱ͓ئ͍͍ͨ͠·͢...
   

   View Slide

5. υϝΠϯۦಈઃܭʢDDDʣ
   ͓͞Β͍
   ίΞυϝΠϯ
   ϢϏΩλεݴޠ
   ϞσϧΛ୳ٻ
   

   View Slide

6. ͬ͘͟ΓDDD
   • DDD͸ݴ༿Λେ੾ʹ͢Δ։ൃख๏
   • ΤΫετϦʔϜϓϩάϥϛϯάʢXPʣΛϕʔεʹϞσϧۦಈઃܭΞϓ
   ϩʔνΛద༻͍ͯ͠Δ
   • ϏδωεมԽʹͲ͏ରԠ͍͔͕ͯ͘͠ςʔϚ
   • ͦͷͨΊʹదԠܕͷϓϩηεͱϞσϧۦಈઃܭΛ࢖͏
   • ʢݸਓతʹࢥ͏ͷ͸ʣνʔϜͷڌΓॴͱͳΓಘΔ
   • ໎ͬͨΒಡΉ
   • νʔϜͷڞ௨ཧղͷݩʹͳΔˠΦϨ༷։ൃख๏͔Βͷ୤٫
   

   View Slide

7. ݴ༿ͷఆٛʢݪଇʣ
   • υϝΠϯʢDomainʣ
   • Ϗδωεશମͷ໰୊ྖҬͦͷ΋ͷͷ͜ͱɻιϑτ΢ΣΞͰղܾ͢Δͷ͸ɺ͜ͷҰ෦ɻ
   • υϝΠϯϞσϧʢDomain Modelʣ
   • υϝΠϯʹରͯ͠ɺͦͷղܾࡦʢιϦϡʔγϣϯʣΛϞσϧԽͨ͠΋ͷɻ
   • υϝΠϯΤΩεύʔτʢDomain Expertʣ
   • υϝΠϯʹਫ਼௨͍ͯ͠ΔਓɻҰਓͰ͋Δ͜ͱ΋͋Ε͹ෳ਺ਓͰ͋Δ͜ͱ΋͋Δɻ
   • ίΞυϝΠϯʢCore Domainʣ
   • υϝΠϯ͸͍͔ͭ͘ͷྖҬʹ෼ׂ͢Δ͜ͱ͕ଟ͍ɻ͜ͷ࣌ɺҰ൪ϏδωεՁ஋ͷߴ͍ྖ
   ҬΛίΞυϝΠϯͱ͍͏ɻ࣌ؒ΍ਓ͸༗ݶͳͷͰίΞυϝΠϯΛݟ͚ͭͯɺͦ͜ʹ஫ྗ
   ͢Δ͜ͱ͕ॏཁɻ
   

   View Slide

8. ݴ༿ͷఆٛʢݪଇʣ
   • ϢϏΩλεݴޠʢUbiquitous Languageʣ
   • ίʔυΛॻ͍͍ͯΔͱΦϨΦϨ໋໊Λ͕ͪ͠ɻ͢ΔͱɺυϝΠϯΤΩεύʔτ
   ͱ࿩Λ͢Δͱ͖ʹݴ༿ͷ຋༁͕ൃੜ͢Δɻ͜͏ͳΔͱɺυϝΠϯΤΩεύʔτ
   ͷඳ͘Ϟσϧͱίʔυ͕ဃ཭͍ͯͬͯ͠͠·͏ͷͰɺυϝΠϯΤΩεύʔτΛ
   ؚΉνʔϜશମͰಉ͡ݴ༿Λ࢖͏Α͏ʹ߹ҙ͢Δɻ
   • ڥք͚ͮΒΕͨίϯςΩετʢBounded Contextʣ
   • จ຺ʢίϯςΩετʣʹΑͬͯɺಉ͡ݴ༿ͳͷʹҟͳΔҙຯʹͳΔ͜ͱ͕͋Δɻ
   υϝΠϯϞσϧ͸େ͖͘ͳΓ͕ͪͳͷͰɺҰ؏ੑΛอͬͨ··εέʔϧ͢Δʹ
   ͸ɺίϯςΩετͷڥքΛϋοΩϦͤͯ͞ҙຯͷมΘΒͳ͍৔ॴΛ࡞Δɻίϯ
   ςΩετϚοϓͱ͍͏πʔϧΛ࢖ͬͨΓ͢Δɻ

   InfoQʮίϯςΩετϚοϐϯάʹΑΔઓུతυϝΠϯۦಈઃܭʯΛࢀর
   

   View Slide

9. υϝΠϯͱίϯςΩετͷؔ܎
   υϝΠϯ
   ίϯςΩετ
   αϒυϝΠϯ
   ίΞυϝΠϯ
   • ఺ઢɿ

   υϝΠϯڥք
   • ੺࣮ઢɿ

   ίϯςΩετڥք
   • ίϯςΩετ͸͍
   ͔ͭ͘ͷυϝΠϯ
   ڥքʹލΔ͜ͱ͕
   ͋Δ
   • ཧ૝͸αϒυϝΠ
   ϯͱίϯςΩετ
   ͕1ର1 αϒυϝΠϯ
   

   View Slide

10. ݴ༿ͷఆٛʢ࣮ફʣ
    • ΤϯςΟςΟʢEntityʣ
    • ʢޡղΛڪΕͣʹݴ͑͹ʣҰൠʹ૝૾͢ΔϞσϧͷجຊ୯ҐɻϥΠϑαΠΫϧ
    ͕͋Δɻ
    • ू໿ʢAggregateʣ
    • ͍͔ͭ͘ͷΤϯςΟςΟؒͰ੔߹ੑΛอͨͳ͚Ε͹Ϟσϧͱͯ͠੒ཱ͠ͳ͍৔
    ߹ʢྫ͑͹ɺ஫จͱ஫จ໌ࡉʣ͕͋Δɻ͜ΕΒͷΤϯςΟςΟΛଋͶͨͱ͖ɺ
    ͦͷϧʔτʹҐஔ͢ΔΤϯςΟςΟΛू໿ͱݺͿɻ
    • ஋ΦϒδΣΫτʢValue Objectʣ
    • ϥΠϑαΠΫϧ͸ແ͘ෆมͷΦϒδΣΫτɻϢϏΩλεݴޠͰఆٛ͞Εͨݴ༿
    ͱৼΔ෣͍Λ࣋ͭ͜ͱͰυϝΠϯϞσϧ͕๛͔ʹͳΔɻ
    

    View Slide

11. ݴ༿ͷఆٛʢ࣮ફʣ
    • υϝΠϯαʔϏεʢDomain Serviceʣ
    • ෳ਺ͷΤϯςΟςΟʹ·͕ͨΔৼΔ෣͍ͳͲɺΤϯςΟςΟ͕࣋ͭʹ͸ద͞
    ͳ͍ৼΔ෣͍Λఆٛͨ͠υϝΠϯΦϒδΣΫτɻঢ়ଶΛ࣋ͬͯ͸͍͚ͳ͍ɻ
    • ϑΝΫτϦʢFactoryʣ
    • ෳࡶͳΦϒδΣΫτ΍AggregateΛੜ੒͢ΔͨΊͷ࣮૷ύλʔϯɻΤϯςΟ
    ςΟͷϥΠϑαΠΫϧͷى఺ʹͳΔɻ
    • ϦϙδτϦʢRepositoryʣ
    • ΤϯςΟςΟͷϥΠϑαΠΫϧʹ్͓͍ͯதʢঢ়ଶͷ෮ݩʣͱ࠷ޙʢ࡟আʣ
    Λ୲͏࣮૷ύλʔϯɻAggregateʹରͯ͠ͷΈ༻ҙ͢Δɻ
    

    View Slide

12. ଓ͖͸ࢀߟࢿྉͰ
    

    View Slide

13. DDDΛ΍Δҙٛ
    • υϝΠϯϞσϧ͕ચ࿅͞Ε͍ͯ͘͜ͱͰɺ
    • ʮۀ຿஌ࣝʯ-ʮݴ༿ʯ-ʮίʔυʯ͕࿈ಈ
    • ֎͔ΒͷมԽʹదԠ͠΍͘͢
    • ։ൃΛਐΊΔ͜ͱʹΑͬͯൃݟ͞ΕΔ৽ͨͳ
    ஌ݟΛϏδωε΁ؐݩ
    

    View Slide

14. –Jim HighsmithࢯʮWhat is Agility?ʯ
    “ΞδϟΠϧ͞ͱ͸ɺܹม͢ΔϏδωε؀
    ڥʹ͓͍ͯརӹΛੜΈग़ͨ͢ΊʹɺมԽ
    ʹରԠ͢Δͱಉ࣌ʹɺมԽΛ࡞Γग़͢ೳ
    ྗͰ͋Δɻ”
    

    View Slide

15. ͦΕΛ࣮ફ͢ΔͨΊͷDDD
    υϝΠϯϞσϦϯάΛ௨ͯ͡
    ։ൃऀ͕Ϗδωεʹد༩͢Δ
    

    View Slide

16. Clean Architectureͱ͸Կ͔
    γεςϜʹߏ଄Λ༩͑
    ґଘؔ܎نଇΛఆٛ͢Δ
    

    View Slide

17. ଞͷΞʔΩςΫνϟ
    -BZFSFE"SDIJUFDUVSF
    ૚Ͱ෼཭
    Πϯϑϥʹґଘ
    )FYBHPOBM"SDIJUFDUVSF
    ΠϯϑϥΛ֎෦Խ
    "EBQUFSͰܨ͙
    0OJPO"SDIJUFDUVSF
    "QQMJDBUJPO
    Λ૚Խ
    

    View Slide

18. ଞͷΞʔΩςΫνϟ
    • ϨΠϠʔυΞʔΩςΫνϟ
    • UI૚ˠΞϓϦέʔγϣϯ૚ˠυϝΠ
    ϯ૚
    • Πϯϑϥ૚͸શͯʹґଘ͞ΕΔ
    • DDDຊͰ΋ݴٴ
    • IDDDຊͰ͸ΠϯϑϥΛ࠷্Ґʹ൓స

    ˠΠϯϑϥͷ֎෦ԽΛਐΊΔͱɺ࣍
    ߲Ҏ߱ͷΞʔΩςΫνϟʹͭͳ͕Δ
    

    View Slide

19. ଞͷΞʔΩςΫνϟ
    • ϔΩαΰφϧΞʔΩςΫνϟ
    • Ports & AdaptersΞʔΩςΫνϟ
    ͱ΋ݴ͏
    • த৺ʹApplicationΛஔ͖ɺΠϯϑ
    ϥʢUIɺDBɺetcʣΛ֎ଆʹஔ
    ͘ɻ྆ऀʹ͸Portͱݺ͹ΕΔޱ͕
    ͋ΓɺAdapterʹΑͬͯ઀ଓ͞Ε
    Δɻ
    • IDDDຊͰ΋ݴٴ
    

    View Slide

20. ଞͷΞʔΩςΫνϟ
    • ΦχΦϯΞʔΩςΫνϟ
    • ϔΩαΰφϧͱಉ͡ͰΠϯϑϥ
    Λ֎෦Խ͍ͯ͠Δ
    • ϔΩαΰφϧͱͷҧ͍
    • ApplicationΛ૚Խ
    • ૚ͷґଘํ޲͸಺ଆ΁޲͔͏
    • ७ਮʹϨΠϠʔυͷΠϯϑϥ
    ૚Λ֎ʹ͖࣋ͬͯͨײ͡
    

    View Slide

21. ͍ͣΕ΋
    ιϑτ΢ΣΞΛ෼ׂ͠
    ߏ଄Λ໌֬ʹ͢Δ
    ͭ·Γɺؔ৺ࣄͷ෼཭
    

    View Slide

22. Clean Architecture
    ΋ͦͷҰ೿
    

    View Slide

23. CMPHUIMJHIUDPNVODMFCPCUIF
    DMFBOBSDIJUFDUVSFIUNM
    

    View Slide

24. Clean Architecture֓ཁ
    • ԁঢ়ͷ૚͸ɺιϑτ΢ΣΞͷҟͳΔྖҬΛද͢
    • த৺ʹ͍͘΄ͲɺϏδωεՁ஋ͷߴ͍΋ͷΛஔ͘
    • ֎ଆͷԁ͸ϝΧχζϜɻ಺ଆͷԁ͸ϙϦγʔɻ
    • ґଘؔ܎نଇ͕؊
    • ૚͸ࣗ෼ΑΓ಺ଆͷ૚͚ͩʹґଘ͢Δ͜ͱ

    ˠ ֎ଆͷ૚ʹ͍ͭͯ͸શ͘Կ΋஌Βͳͯ͘ྑ͍
    • σʔλܗࣜ΋ಉ༷ʹ֎ଆͷ૚ͷϑΥʔϚοτΛ಺ଆʹ࣋ͪࠐ·ͳ͍ʢྫ͑͹ɺ
    JSONΛ࣋ͪࠐ·ͳ͍ɺDBͷRowΦϒδΣΫτΛ࣋ͪࠐ·ͳ͍ʣ
    • ಺ଆͷಠཱੑʢந৅౓ʣΛߴΊͯɺ֎ଆͷަ׵Λ༰қʹ͢Δ
    

    View Slide

25. Hexagonal΍Onionͱૂ͍͸ಉ͡
    • ϑϨʔϜϫʔΫ͔Βಠཱ͢Δ

    ㅟ ㅟ ㅟ ㅟ
    ΞʔΩςΫνϟ͸ϥΠϒϥϦͷଘࡏʹґଘ͠ͳ͍ɻϑϨʔϜϫʔΫͱ͍͏੍໿ʹγεςϜΛ
    ٧ΊࠐΉͷͰ͸ͳ͘ɺγεςϜʹϑϨʔϜϫʔΫΛ౰ͯ͸ΊΔɻ
    • UI͔Βಠཱ͢Δ

    ㅟ ㅟ ㅟ ㅟ
    UI͸ɺγεςϜͷ࢒Γͷ෦෼Λมߋ͢Δ͜ͱͳ͘ɺ༰қʹมߋ͢Δ͜ͱ͕Ͱ͖Δɻྫ͑͹
    Web UI͔ΒίϯιʔϧUI΁ͱஔ͖׵͑Δ͜ͱ͕Ͱ͖Δɻ
    • σʔλϕʔε͔Βಠཱ͢Δ

    ㅟ ㅟ ㅟ ㅟ
    Oracle·ͨ͸SQL ServerɺMongo΍BigTableͱ͍ͬͨNoSQLؚΊɺަ׵Λ༰қʹ͢Δɻ
    Ϗδωεϧʔϧ͸ɺσʔλϕʔεʹؚΊͳ͍ɻ
    • ೚ҙͷ֎෦ϦιʔεɺαʔϏε͔Βಠཱ͢Δ

    ㅟ ㅟ ㅟ ㅟ
    Ϗδωεϧʔϧ͸ɺ୯७ʹ֎ͷੈքʹ͍ͭͯ͸Կ΋஌Δඞཁ͸ͳ͘ɺ΍Γ͍ͨ͜ͱ͚ͩʹ
    ूத͢Ε͹ྑ͍ɻ
    

    View Slide

26. Clean Architectureͷར఺͸ʁ
    • ϔΩαΰφϧʴΦχΦϯɺͦΕͧΕͷ͍͍ͱ͜औΓ͕Clean Architecture
    • ΞϓϦέʔγϣϯʹ૚Λ༩͑ΠϯϑϥͱΞμϓλͰܨ͙
    • ґଘؔ܎نଇ͕໌ࣔ͞Ε͍ͯΔ͜ͱ
    • ୯७ʹਤΛݟͯ෼͔Γ΍͍͢
    • Adapter૚͕઀ଓΛ୲ͬͯɺ֎ͱܨ͕ΕΔͷ͸UseCaseʹݶఆ
    • ૚ͷڥքҧ൓͸DIPͰ๷ࢭ
    • ໨ࢦͯ͠Δ΋ͷ͸ͲΕ΋ಉ͡ͳͷͰɺνʔϜͰཧղΛಘΒΕ΍͍͢΋ͷΛ
    ࢖͑͹OK
    

    View Slide

27. The Clean Architecture
    ͷఆٛ
    

    View Slide

28. %PNBJO૚
    اۀશମͷϏδωεϧʔϧ
    ΛΧϓηϧԽ
    6TF$BTF૚
    ΞϓϦέʔγϣϯͷ
    ϏδωεϧʔϧΛΧϓηϧԽ
    "EBQUFS૚
    ಺ͱ֎ͷσʔλͷม׵͕ओ
    'SBNFXPSL%SJWFS૚
    ۩ମతͳπʔϧ
    

    View Slide

29. Entities(=Domain)
    • ϨΠϠʔυΞʔΩςΫνϟͰ͍͏υϝΠϯ૚
    • اۀશମͷϏδωεϧʔϧΛΧϓηϧԽ
    • ϝιουΛ࣋ͭΦϒδΣΫτɺ͋Δ͍͸ɺσʔλߏ଄ͱػೳͷηοτ
    • DDDຊʹ༷ʑͳύλʔϯऩ࿥
    • اۀ಺ͷ༷ʑͳΞϓϦέʔγϣϯʹΑͬͯ௕͘࢖ΘΕΔ
    • ಛఆͷΞϓϦέʔγϣϯͷӡ༻ͷมߋʢྫ͑͹ɺϖʔδφϏήʔγϣϯ΍η
    ΩϡϦςΟʣͷӨڹΛΤϯςΟςΟʹ༩͑Δ΂͖Ͱ͸ͳ͍
    • اۀΛލ͕ͳ͍୯ҰͷΞϓϦέʔγϣϯΛॻ͍͍ͯΔ৔߹ͩͱɺΤϯςΟ
    ςΟ͸ΞϓϦέʔγϣϯͱີ઀ʹ݁͹Ε͕ͪɻ
    

    View Slide

30. Use Cases
    • ϨΠϠʔυΞʔΩςΫνϟͰ͍͏ΞϓϦέʔγϣϯʢαʔϏεʣ૚
    • ΞϓϦέʔγϣϯݻ༗ͷϏδωεϧʔϧΛΧϓηϧԽ
    • γεςϜͷϢʔεέʔεΛ࣮૷͢ΔɻυϝΠϯ΁ͷσʔλͷྲྀΕ
    Λௐ੔͠ɺ·ͨɺυϝΠϯΦϒδΣΫτ΁ࢦࣔΛग़͢ɻ
    • ͜ͷ૚ͷมߋ͕υϝΠϯ૚ʹӨڹͨ͠ΓɺDB΍UIͷΑ͏ͳ֎෦
    ͷมߋʹΑͬͯӨڹΛड͚ͳ͍Α͏ʹ͢Δ͜ͱ͕େࣄɻ
    • ͔͠͠ɺΞϓϦέʔγϣϯૢ࡞ʹมߋ͕͋Δ৔߹ɺ͜ͷ૚͸Өڹ
    Λड͚ΔɻϢʔεέʔεͷৄࡉΛมߋ͢ΔͳΒɺ͜ͷ૚ͷҰ෦ͷ
    ίʔυ͸࣮֬ʹӨڹΛड͚Δ͜ͱʹͳΔɻ
    

    View Slide

31. Interface Adapters
    (Controllers/Presenters/Gateways)
    • ϑϨʔϜϫʔΫͳͲΛ࢖͍ɺ۩ମతͳϝΧχζϜΛ࣮૷͢Δ૚
    • ಺ͱ֎ͱͷσʔλʢϑΥʔϚοτʣͷม׵͕ओͳ໾ׂ
    • Controllerɿ ֎૚͔Βड͚औͬͨσʔλΛ಺૚ͰղऍͰ͖ΔσʔλʢυϝΠϯ
    ΦϒδΣΫτʣʹม׵͢Δɻྫ͑͹ɺϑΥʔϜϦΫΤετΛυϝΠϯΦϒδΣ
    Ϋτʹม׵
    • Presenterɿ ಺૚͔Β఻͑ΒΕͨσʔλΛ֎૚Ͱ࢖༻͢Δܗʹม׵͢Δɻྫ͑
    ͹ɺυϝΠϯΦϒδΣΫτΛJSONʹม׵
    • GatewayʢDB΍֎෦αʔϏεʣɿ ಺૚ʹ͸۩ମతͳ΍ΓऔΓʹؔ͢Δίʔυ͸
    ஔ͔ͳ͍Α͏ʹ͢Δɻྫ͑͹ɺRDBΛ࢖͏࣌ɺSQLͷఆٛ͸͜ͷ૚ʹݶఆ͢Δ
    

    View Slide

32. Frameworks & Drivers
    (Web/UI/DB/ExternalInterfaces)
    • ࠷΋֎ଆͷ૚͸ɺσʔλϕʔε΍WebϑϨʔϜϫʔΫͳͲ
    ͷπʔϧͰߏ੒͞ΕΔɻ
    • ͜ͷ૚ʹ઀͢Δ಺ଆͷ૚΁ͭͳ͛ΔͨΊͷάϧʔίʔυ
    Ҏ্ͷ΋ͷ͸ॻ͔ͳ͍ɻ
    • Web΍UIɺσʔλϕʔεͷΑ͏ͳ۩ମతͳ࣮૷ٕज़ʹ͸ɺ
    গͳ͔Βͣ֐͕͋Δɻ
    • มԽ͕ܹ͍͠෦෼Ͱ΋͋ΔͷͰɺ࠷΋֎ଆʹஔ͍ͯަ׵
    Λ༰қʹ͓ͯ͘͜͠ͱ͕υϝΠϯΛकΔ͜ͱʹܨ͕Δɻ
    

    View Slide

33. ઃܭͷϙΠϯτɿڥքͷԣஅ
    • ԁͷํʹ໨͕ߦ͖͕͚ͪͩΕͲɺઃܭͷ͏
    ͑Ͱ͸͕ͬͪ͜ॏཁ
    • ௨ৗɺController͔Βೖ͖ͬͯͯPresenter
    ʹग़ͯߦ͘ྲྀΕ
    • UseCase͸֎૚Λ஌Βͳ͍ͷͰɺग़ྗΛฦ
    ͢ʹ͸ґଘؔ܎ٯసͷݪଇΛ࢖͍ͬͯΔ

    ʢDependency Inversion Principleʣ
    • ૚ͷڥքΛอͪͳ͕ΒॲཧϑϩʔΛ࣮ݱ
    ৄࡉ͸ޙ΄Ͳ
    

    View Slide

34. ઃܭͷϙΠϯτɿ૚ͷ਺
    • 4ͭͷ૚Ͱද͞Ε͍ͯΔ͚ΕͲɺඞͣ͜͏͠ͳ
    ͚Ε͹͍͚ͳ͍Θ͚Ͱ͸ͳ͍ɻ
    • ॏཁͳͷ͸ɺ
    • ؔ৺ࣄͷ෼཭
    • ґଘؔ܎نଇʢ಺૚ͷΈʹґଘ͢Δʣ
    

    View Slide

35. ·ͱΊ
    • ඇৗʹγϯϓϧͳϧʔϧͳͷͰ෼͔Γ΍͍͢
    • ૚Ͱ෼཭
    • େ੾ͳ΋ͷΛ಺ଆʹஔ͘
    • ґଘؔ܎نଇʢ಺ଆʹͷΈґଘʣΛकΔ
    • ಠཱੑ͸ςετͷ༰қੑʹ΋ߩݙ͢Δ
    • ٕज़͕ݹ͘ͳͬͨΒ࠷খݶͷखؒͰަ׵Ͱ͖Δ
    • ϑϨʔϜϫʔΫΛަ׵͢Δ͜ͱ͸͋ͬͯ΋ɺυϝΠϯ஌ࣝΛަ׵
    ͢Δͱ͍͏ͷ͸͋Γಘͳ͍
    

    View Slide

36. DDD + Clean Architecture
    ମݧஊ
    Clean Architecture͸෼͔Γ΍͍͢
    DDDͷ࣮ફ͸νʔϜͰόϥϯεΛߟ͑Δ
    

    View Slide

37. ࣮૷αϯϓϧ

    github.com/yoskhdia/
    cleanArchSample
    ※Scala + Play! Framework 2.4
    

    View Slide

38. ύοέʔδߏ੒
    • Domain(Entities)૚
    • Contract૚
    • Domain૚ͱͷڮ౉͠

    ʢDIΛ࢖͏ͷͰΠϯλϑΣʔε͸ผʹ͍ͯ͠Δʣ
    • UseCase૚
    • Adapter૚
    • Repositoryͷ࣮૷Ϋϥε΋͜͜
    • ʢExternal૚ʣ
    • ϑϨʔϜϫʔΫ΍ϥΠϒϥϦͷ૚ͱ͍͏Ґஔ͚ͮ
    ̐૚Ͱͳͯ͘΋0,
    

    View Slide

39. Domain(Entities)૚
    • POSO(Plain Old Scala Object)͕جຊ
    • ϑϨʔϜϫʔΫ΁ͷґଘ͚ͩͰͳ͘ɺϥΠϒ
    ϥϦ΁ͷґଘ΋ۃྗগͳ͘
    • ࠓͷͱ͜ΖJoda-TimeͷΈʢJava8 Date
    and Time API΁ͷҠߦ͸ݕ౼தʣ
    

    View Slide

40. Contract/UseCase૚
    *OQVU1PSUͷ࣮૷͸
    6TF$BTF͕ߦ͏
    ґଘؔ܎ٯసͷݪଇͰ6TF$BTF
    ͸0VUQVU1PSUʹग़ྗΛ౉͚ͩ͢
    ʹ૚͕ด͡ΒΕΔ
    0VUQVU1PSUͷ࣮૷͸
    1SFTFOUFS͕ߦ͏
    6TF$BTFͱ෼཭͍ͯ͠ΔͷͰɺ
    1VTIܕ΍1VMMܕͳͲ޷͖ʹ૊
    Έସ͑ΒΕΔ
    

    View Slide

41. Use Case
    import scala.concurrent.{ExecutionContext, Future}

    

    trait UseCase {

    type In

    

    type Out

    

    protected def call(arg: In)(implicit ec: ExecutionContext): Future[Out]

    }
    "EBQUFS૚ͱͷ࿈ܞ͸1PSUʹҕৡ
    

    View Slide

42. Input PortʢPushܕʣ
    import scala.concurrent.ExecutionContext

    import scala.util.{Failure, Success}

    trait PushPort[Arg, Result] {

    self: UseCase =>

    

    override final type In = Arg

    

    override final type Out = Result

    

    def execute[T <: Callback[Result]](arg: Arg)(callback: T)

    (implicit ec: ExecutionContext): Unit = {

    call(arg).onComplete {

    case Success(result) =>

    callback.onSuccess(result)

    case Failure(t) =>

    callback.onFailure(t)

    }

    }

    }
    "EBQUFS૚͔ΒͲ͏໯͏͔
    ԿΛฦ͔͢Λఆٛ
    *OQVU1PSUͷ໾ׂ͸
    ड͚औΔ͜ͱ·ͰͳͷͰ
    6OJUΛฦ͢
    

    View Slide

43. Pullܕ͸࢖͏͜ͱগͳ͍ͷͰׂѪ
    αϯϓϧίʔυ͸ͪ͜ΒͰ͢
    /app/contract/PullPort.scala
    

    View Slide

44. Output Port
    trait Callback[Result] {

    

    def onSuccess(result: Result): Unit

    

    def onFailure(t: Throwable): Unit

    }
    ΞϓϦέʔγϣϯϩδοΫͷΤϥʔ΋
    ಛผͳ&YDFQUJPOΛ༻ҙͯ͠ฦ͢Α͏ʹ͍ͯ͠Δ
    ʢ+BWBͷ׳शʹ͍ۙʣ
    

    View Slide

45. Callback vs Promise(Future)
    • Scalaʹ͸Promise(Future)͕͋Δ
    • ࢀߟɿhttps://gist.github.com/okapies/5354929

    ※هࣄʹର͢Δίϝϯτ(Togetter)·ͰಡΈ·͠ΐ͏
    • ௿ϨϕϧͳCallbackͷํ͕ಋೖোน͕௿͍
    • ߴϨϕϧͳPromiseΛ࢖͍͍ͨͳΒɺCallbackͷ্
    ʹඃͤΔܗͰ࣮૷͢Δ͜ͱ͕Ͱ͖Δ
    

    View Slide

46. Callbackͷ্ʹ
    PromiseΛࡌͤΔ
    private class CallbackImpl extends PickedLeaderCallback {

    val promise = Promise[UserId]()

    override def onSuccess(userId: UserId): Unit = {

    promise.success(userId)

    }

    

    override def onFailure(throwable: Throwable): Unit = {

    promise.failure(throwable)

    }

    }
    

    View Slide

47. Clean ArchitectureΛ
    ద༻͢ΔͨΊͷิॿ͸͜Ε͚ͩ
    

    View Slide

48. Use Caseͷఆٛ
    package contract.usecase

    

    import contract.{PushPort, UseCase}

    import domain.{GroupId, UserId}

    

    trait PickLeaderUseCase extends UseCase with PushPort[GroupId, UserId]
    ࣮͸αϘ͍ͬͯΔ
    6TF$BTF૚Ͱѻ͍΍͍͢
    ΦϒδΣΫτ %50
    ʹ͢Δ
    

    View Slide

49. Use Caseͷ࣮૷
    package usecase

    

    import javax.inject.Inject

    import contract.usecase.PickLeaderUseCase

    import domain.UserRepository

    

    import scala.concurrent.{ExecutionContext, Future}

    

    class PickLeaderUseCaseImpl @Inject()(userRepository: UserRepository)
    extends PickLeaderUseCase {

    

    override protected def call(groupId: In)
    (implicit ec: ExecutionContext): Future[Out] = {

    userRepository.findBy(groupId).map { board =>

    board.pickLeader // ୭ΛͲ͏Ϧʔμʹ͢Δ͔͸υϝΠϯ஌ࣝ

    }

    }

    }
    ΠϯλϑΣʔεΛ࢖͏
    %*ͰґଘΛ୯ํ޲ʹ
    

    View Slide

50. Adapter૚
    3FQPTJUPSZͷ࣮૷Ϋϥε΋
    ͜ͷ૚ͷத
    42-ఆٛͳͲ
    ֎͔ΒͷೖྗΛ
    ಺ଆͷΦϒδΣΫτʹม׵
    ྫɿ1045͞Εͨσʔλ
    ಺͔Βͷग़ྗΛ
    ֎ଆͷσʔλʹม׵
    ྫɿ+40/
    

    View Slide

51. Controller
    import contract.usecase.PickLeaderUseCase

    import domain.GroupId

    import play.api.data._

    import play.api.libs.concurrent.Execution.Implicits.defaultContext

    import play.api.mvc.{Action, Controller}

    

    class GroupController @Inject()
    (useCase: PickLeaderUseCase, presenter: PickedLeaderPresenter)
    extends Controller {
    

    val form: Form[GroupId] = ??? // ׂѪ

    def pickLeader = Action.async { implicit request =>

    form.bindFromRequest.fold(_ => Future.successful(BadRequest("…")),
    (groupId: GroupId) =>

    presenter.response(useCase.execute(groupId))

    )

    }

    }
    ೖྗσʔλ͔Βͷม׵͕੹຿
    ͜ͷॻ͖ํʹ͍ͭͯ͸ޙ΄Ͳ
    

    View Slide

52. Presenter
    import contract.callback.PickedLeaderCallback

    import domain.UserId

    import play.api.libs.json.Json

    import scala.concurrent.{ExecutionContext, Future, Promise}

    

    class PickedLeaderPresenter extends Presenter[PickedLeaderCallback] {

    

    implicit val writer = Json.writes[UserId]

    

    override def response(call: UseCaseExecutor)
    (implicit ec: ExecutionContext): Future[Rendered] = {

    val callback = new CallbackImpl

    call(callback)

    callback.promise.future.map { userId =>

    Ok(Json.toJson(userId))

    }

    }

    } ग़ྗσʔλ΁ͷม׵͕੹຿
    

    View Slide

53. ControllerͰPresenterͷ໾ׂΛ
    ݉೚ͯ͠΋ྑ͍ͷͰ͸ʁ
    • ࠓճͷΑ͏ͳখن໛ͳ΋ͷͩͱɺͻͱͭͷΫϥεʹશ෦ॻ
    ͍ͯ͠·͍ͨ͘ͳΔ
    • ໾ׂͷҟͳΔ΋ͷΛҰͭͷΫϥεʹೖΕΔͷ͸୯Ұ੹೚
    ͷݪଇʹ൓͢Δ
    • Controller͸ೖྗͷม׵ɺPresenter͸ग़ྗͷม׵ʹઐ೦
    ͢Δ͜ͱͰංେԽ͕๷͛Δʢίʔυ͸੒௕͢Δʣ
    • ҰํͰίϯτϩʔϥΛ෼ׂ͢Δٕज़΋࿩୊ʹ

    ઃܭʹ͓͍ͯԿΛੋͱ͢Δ͔ɺ͚ͩ
    

    View Slide

54. PresenterΛUseCaseʹ
    ౉ͯ͠΋ྑ͍ͷͰ͸ʁ
    • UseCase͔Β௚઀݁ՌΛฦ͢͜ͱʹͳΔ
    • UseCase૚ҎԼʹPresenterͷΠϯλϑΣʔεʢ΋͘͠͸Ϩεϙϯ
    εͷܕʣ͕ඞཁʹͳͬͯ͠·͏ɻͦΕ͸ɺUseCase૚͕֎ଆͷ૚
    ͷ໾ׂ΋݉೚͍ͯ͠Δ͜ͱʹͳͬͯ͠·͏ͷͰ޷·͘͠ͳ͍
    • ୯Ұ੹೚ͷݪଇ͸΋ͱΑΓɺ૚ͱܾͯ͠ΊΒΕͨ໾ׂʹઐ೦ͯ͠૚
    ΛแΜͰ͍͘͜ͱͰɺ಺ଆͷಠཱੑ্͕͕Δ

    ʹ֎ଆͷަ׵༰қੑ্͕͕Δ
    OK: presenter.response(useCase.execute(groupId))

    NG: useCase.execute(groupId)(presenter.response)

    

    View Slide

55. ͦͷଞ
    • GuiceͷΑ͏ͳDIίϯςφΛ࢖͏ͷ͔ɺScalaͷݴޠػೳΛ
    ࢖ͬͯίϯύΠϧ࣌DIΛ͢Δͷ͔͸ࣗ༝
    • DIίϯςφ͸࣮੷͕͋ΔͷͰɺແཧͯ͠ίϯύΠϧ࣌DI
    ʹ͢Δඞཁ͸ແ͍ͱࢥ͍·͢ɻྫ͑͹ɺScalaΑΓ΋Java
    ͷํ͕෼͔Δϝϯόʔ͕ଟ͍ͳΒૉ௚ʹDIίϯςφ࢖͍
    ·͠ΐ͏ɻ
    • ࠓճ͸ύοέʔδͰ૚Λ෼཭͍ͯ͠·͕͢ɺϚϧνϓϩδΣ
    ΫτͰ෼཭͢Δͱ૚ͷґଘΛڧ੍Ͱ͖ΔͷͰΑΓ޷·͍͠
    

    View Slide

56. ϓϩμΫτͰͷऔΓ૊Έ
    

    View Slide

57. ୊ࡐ֓ཁ
    • ϑϩϯτͱAjaxͰ΍ΓऔΓ͢ΔAPIαʔϏε
    • ݱߦͰ͸RailsͰ࡞ΒΕ͍ͯͯɺࠓճ͸ϦϓϨʔε
    • ࢓༷͸ݱߦ౿ऻ
    • Ϟσϧ͸ActiveRecord͔Β୤٫
    • Scala + Play! Framework
    • ߴෛՙ
    • ग़དྷΔݶΓ1౓ͷϦΫΤετʹ͓͞Ί͍ͨ
    • σʔλετΞͳͲ֎෦Ϧιʔε΁ͷΞΫηε͕ूத
    @@'MJQEFTL@@
    

    View Slide

58. ՝୊
    • ActiveRecordΛ࢖͍ͬͯͨ͜ͱͰɺϞσϧͱσʔλΞΫηε͕
    ີʹͳ͍ͬͯͨ

    ˠͲͪΒͷ౎߹ʹ΋ҾͬுΒΕΔ
    • ϑΝοτϞσϧ΋ࢄݟ͞Εͨ

    ˠ੹຿͕ଟ͍ͱվम೉౓͕ߴ͍
    • νϦ΋ੵ΋Ε͹Ͱɺߴෛՙʹͳͬͨͱ͖ʹશମ͕εϩʔμ΢ϯ

    ˠͲ͜ͰσʔλΞΫηε͍ͯ͠Δͷ͔௥͏ͷ͕େมͳͷͰख͕
    ଧͪʹ͍͘
    

    View Slide

59. ՝୊ͷଟ͘͸
    σʔλΞΫηεʹू໿͞ΕΔ
    

    View Slide

60. DDD + Clean ArchitectureͰ
    σʔλΞΫηεΛίϯτϩʔϧ༰қʹ
    • DDDʹै͏ͱRepositoryΛ࢖͏ݸॴ͸ΞϓϦέʔγϣ
    ϯαʔϏεʢUseCaseʣ͔υϝΠϯαʔϏεʹݶఆ͞
    Ε͍ͯ͘
    • ू໿(Aggregate)͕ϥΠϑαΠΫϧ·Ͱ୲͏ͱ੹຿
    ͕େ͖͘ͳΓ͗͢ΔʢIDDD p.254ʣ
    • ࣗવͱσʔλΞΫηεݸॴ͕෼͔Γ΍͘͢
    ※υϝΠϯαʔϏεɿෳ਺ͷΤϯςΟςΟʹ·͕ͨΔৼΔ෣͍ͳͲɺΤϯςΟςΟ͕
    ࣋ͭʹ͸ద͞ͳ͍ৼΔ෣͍Λఆٛͨ͠υϝΠϯΦϒδΣΫτ
    

    View Slide

61. DDD + Clean ArchitectureͰ
    σʔλΞΫηεΛίϯτϩʔϧ༰қʹ
    • ࠓͷͱ͜ΖυϝΠϯαʔϏεͰRepositoryΛ࢖͍͍ͨέʔε͸ग़͍ͯ
    ͳ͍ͷͰɺUseCaseͰͷΈRepositoryΛ࢖͑ΔΑ͏ʹͯ͠ࢼ͍ͯ͠Δ
    • ҙਤͤͣԿ౓΋ݺͼग़ͯ͠͠·͏Մೳੑ͕͋Δˍ࢖͑Δঢ়ଶͩͱ࢖
    ͍ͨ͘ͳΔͷ͕ਓ৘ͳͷͰActiveRecordͷೋͷ෣͍ʹͳΒͳ͍Α͏
    ஫ҙΛ෷͍ͬͯΔ
    • ґଘؔ܎نଇʹΑͬͯ૚͕ด͡ΒΕ͍ͯΔͷͰɺͲ͜ͰσʔλΞΫ
    ηε͍ͯ͠Δ͔෼͔Γ΍͘͢ͳͬͨ
    • σʔλετΞ͕Ұ൪֎ͳͷͰަ׵͕͠΍͘͢ͳͬͨɻElasticsearch
    ൛ͱDynamo൛ͰύϑΥʔϚϯεൺֱ͔ͯ͠Β࠾༻ΛܾΊΔ౳Մೳ
    

    View Slide

62. ิ଍ɿRepository I/F
    • αϯϓϧͰ͸Ԡ༻ൣғ޿ΊʹDomain૚ʹஔ͍͍ͯ·͢
    ͕ɺϓϩμΫτͰ͸Contract૚ʹஔ͍͍ͯ·͢
    • PortʹRepositoryͱଊ͑ͯUseCase૚ͰͷΈΞΫηεΛ
    ڐՄʢI/FΛஔ͖ʣ͠ɺͦͷPort(Repository)ͷ࣮૷ʢܧ
    ঝʣ͕Adapter૚Ͱ͞Ε͍ͯΔɺͱ͍͏ղऍ
    • RepositoryΛͲ͏͢Δ͔͸"ઃܭͷ՝୊"

    υϝΠϯϞσϧΛߟ͑Δ͏͑Ͱ͸ຊ࣭Ͱ͸ͳ͍
    

    View Slide

63. ೉͍͠఺
    • υϝΠϯΦϒδΣΫτΛUseCaseͰ༻ҙͯ͠ࢦࣔΛग़͢
    ඞཁ͕͋ΔͷͰɺจ຺ͱͯࣗ͠વͳͷ͔ɺೲಘͰ͖Δ͔
    Λ܁Γฦ͠ߟ͑Δඞཁ͕͋Δɻ
    • υϝΠϯαʔϏεࣗମ͕ͦ΋ͦ΋ۃྗ࢖Θͳ͍ํ͕ྑ
    ͍΋ͷͰ͸͋Δ͚ΕͲɺෳ਺ͷΤϯςΟςΟʹؔ܎͢
    ΔΑ͏ͳৼΔ෣͍͸υϝΠϯαʔϏεͷํ͕ࣗવɻ
    • ៉ྷͳDDDͱγϏΞͳύϑΥʔϚϯεཁ݅ͷόϥϯεΛ
    ৗʹߟ͑Δ
    

    View Slide

64. τϥϯβΫγϣϯʹ͍ͭͯ
    • "ू໿ʢAggregateʣ͸τϥϯβΫγϣϯ੔߹ੑͷڥքͱಉٛ"
    ʢIDDD p.340ʣͳͷͰɺҰͭͷू໿Λѻ͍ͬͯΔؒ͸Repositoryͷ
    தʹด͡Δ͜ͱ͕Ͱ͖Δɻ
    • ໰୊͸ɺෳ਺ͷू໿ͷߋ৽Λ୯ҰͷτϥϯβΫγϣϯ಺ͰߦΘͳ͚
    Ε͹͍͚ͳ͍࣌
    1. ݁Ռ੔߹ੑͰे෼Ͱ͸ͳ͍͔Λݕ౼͢Δ

    ˠτϥϯβΫγϣϯͷແ͍ੈք΁ʢႈ౳ͳૢ࡞͸ඞཁʣ
    2. ৽͍͠ू໿ͱͯ͠ఆٛ͢Δ

    ˠ͜ΕΛ܁Γฦ͢ͱڊେͳू໿ʹͳͬͯ͠·͏ͷͰ஫ҙ
    

    View Slide

65. ίωΫγϣϯʹ͍ͭͯ
    • RepositoryΛUseCase૚ʹݶఆ͍ͯ͠ΔͷͰίωΫγϣ
    ϯΦϒδΣΫτ͕ݱΕΔͷ͸͜͜·ͰͰࡁΜͰ͍Δ…
    • ΋͠ɺυϝΠϯαʔϏεͰ΋RepositoryʹΞΫηεͨ͠
    ͍৔߹͸ίωΫγϣϯΛ౉͞ͳ͚Ε͹͍͚ͳ͍͕ɺ͜Ε
    ͸υϝΠϯͷؔ৺Ͱ͸ͳ͍఺ʹ્·ΕΔ
    • implicitͰݱΕΔ෼ʹ͸ڐ༰͢Δʁ
    • ϨΠϠεʔύʔλΠϓʢجఈΫϥεʣʹӅṭ͢Δʁ
    

    View Slide

66. Ϣʔεέʔεۦಈ։ൃʹ
    ग़ձͬͨ࿩
    ઃܭͷલʹ༧උઃܭΛͯ͠
    ᐆດੑΛഉআ͢Δ
    

    View Slide

67. ͍͟DDDΛ࣮ફ͠Α͏ͱ͢Δͱ
    • Կ͔Β࢝Ίͯྑ͍͔෼͔Βͳ͍
    • υϝΠϯΤΩεύʔτͱͲ͏࿩ͤ͹ྑ͍͔෼͔Βͳ͍
    • UIແ͠ͰυϝΠϯ͚ͩΛ࿩ͯ͠΋্ख͘఻ΘΒͳ͍
    • ࠷ॳ͔ΒৄࡉͳΫϥεਤΛॻ͜͏ͱͯ͠͠·͏
    • ࢼ͠ʹϞσϧ͚ͩͰ΋ॻ͍ͯΈΔͱࢥ͍ͷ֎ϘϦϡʔϛΟ
    • υϝΠϯϞσϧʢΫϥεਤʣ͔Β࢓༷ΛಡΈऔΔͷ͕ࠔ೉
    • ૝૾ͯ͠ಡΈऔΖ͏ͱ͢Δͱᐆດ͞ʹ௚໘͢Δ
    ㅟ ㅟ ㅟ
    ※ฐࣾࣄྫ͚ͩͰͳ͘ໝ૝΋ؚ·Ε·͢
    

    View Slide

68. υϝΠϯϞσϧ͚ͩʹ
    ண໨͍ͯ͠Δͱ
    ྲྀΕ͕Θ͔Βͳ͘ͳΔ
    

    View Slide

69. IUUQCMPHUIMJHIUDPNVODMFCPC
    UIFDMFBOBSDIJUFDUVSFIUNM
    ͲͪΒ΋Ϗδωεϧʔϧ
    6TF$BTF͸
    ΞϓϦέʔγϣϯݻ༗ͷ
    Ϗδωεϧʔϧ
    

    View Slide

70. Ϣʔεέʔεʢ΍ετʔϦʔʣ
    ʹΑͬͯυϝΠϯϞσϧ͸
    ࢖ΘΕΔ
    

    View Slide

71. ϑ
    Υ
    ϩ
    ʔ
    

    View Slide

72. Ϣʔεέʔε೉ຽ
    

    View Slide

73. ॻ੶
    ʮϢʔεέʔεۦಈ։ൃ࣮ફΨΠυʯ
    • Use Case Driven Object Modeling with UML
    • ICONIXϓϩηεͷղઆຊ
    • ඇৗʹܰշͳޠΓޱʢ͏ͻΌʔͱ͔ग़ͯ͘Δʣ
    • एׯXP൱ఆʢߟ͑ࣗମ͸XPΑΓલ͔Β͋Δʣ
    • ͍͖ͳΓઃܭʹೖΔͷͰ͸ͳͯ͘ɺ·ͣ͸෼ੳΛͪΌΜͱ͠Α͏ɻ
    • ಛʹʮՄೳͳݶΓ؆୯ʹ(DTSTTCPW)ʯͱʮͦΜͳ΋ͷ͸ඞཁͳ͍
    (YAGNI)ʯΛཧ༝ʹ୅ସίʔεʢΤϥʔέʔεʣΛߟྀʹؚΊͳ͍
    ͜ͱ͸ഁ໓΁ͷಓͱ͍ͯ͠Δɻ
    

    View Slide

74. ·࣮ͩફஈ֊Ͱ͸ͳ͍ͷͰ
    ࠓճ͸঺հ͚ͩɾɾɾ
    

    View Slide

75. ICONIXϓϩηε͕໨ࢦ͢τίϩ
    • ᐆດ͞Λഉআ͢Δ͜ͱ͕ୈҰ
    • Ͳ͔ͪΒͱ͍͏ͱυΩϡϝϯτେࣄ࿦ௐ
    • ͱݴͬͯ΋ɺʢίʔυϑΝʔετͰ͸ͳ͍ͩ
    ͚Ͱʣ໨తΛୡ੒͢Δ͜ͱʹ஫ྗͯ͠ɺମࡋ
    ΍༨෼ͳ΋ͷΛ࡟͗མͱͨܰ͠ྔͳυΩϡ
    ϝϯτΛਪ঑͍ͯ͠Δɻ
    

    View Slide

76. ICONIXϓϩηεશମ૾
    ͔͜͜Β࢝·ΔΑ͏ʹ
    ݟ͑Δ͚ΕͲɾɾɾʁ
    ಈతͳϫʔΫϑϩʔͱ
    ੩తͳϫʔΫϑϩʔ͕
    ͋Δ
    

    View Slide

77. ཁٻϑΣʔζ
    1. ސ٬͔Βେখ༷ʑͳػೳཁٻ͕ग़ͯ͘Δ

    ʢཁٻऩू͸ICONIXͷൣғ֎ɺॻ੶ʹ͸ΞυόΠεܝࡌʣ
    2. υϝΠϯϞσϧͰݴ༿Λ౷Ұ͢Δͱ͜Ζ͔Β࢝ΊΔ
    3. ࢴࣳډʢϓϩτλΠϓʣΛ࢖ͬͯސ٬͔ΒৼΔ෣͍ཁٻΛ
    ฉ͖ग़͢
    4. υϥϑτ൛ͷϢʔεέʔεΛ࡞੒͢Δ
    5. ސ٬ͱҰॹʹϨϏϡʔΛߦ͏
    ㅟ ㅟ ㅟ
    

    View Slide

78. ෼ੳϑΣʔζ
    1. υϥϑτ൛Ϣʔεέʔε͔Βϩόετωε෼ੳΛߦ͏
    2. ݟམͱͨ͠Ϋϥεͷൃݟ΍ᐆດ͞Λআڈͨ݁͠ՌΛυϝΠϯϞσϧʹ
    ϑΟʔυόοΫ͢Δ
    3. ʢϩόετωεਤதͷʣίϯτϩʔϥʹ໌֬ͳ໊લΛ෇͚Δ

    ˠ͜Ε͕"ৼΔ·͍"ʹͳΔ
    4. υϥϑτ൛ϢʔεέʔεΛॻ͖௚͢
    5. ސ٬ͱҰॹʹϨϏϡʔΛߦ͏
    ㅟ ㅟ ㅟ
    ※෼ੳʙ࣮૷ϑΣʔζ͸Ϣʔεέʔε୯ҐʹΠςϨʔςΟϒʹߦ͏
    

    View Slide

79. ৄࡉઃܭϑΣʔζ
    1. Ϣʔεέʔεͱϩόετωεਤ͔Βγʔέϯεਤ
    Λ࡞੒͢Δ
    2. γʔέϯεਤΛॻ͖ͳ͕ΒɺυϝΠϯϞσϧʹৼ
    Δ෣͍ΛׂΓ౰ͯɺΫϥεਤ΁సԽ͍ͯ͘͠
    3. σβΠϯύλʔϯͳͲΛ༻͍ͯɺઃܭ্ͷ໰୊ղ
    ܾ΍վળΛߦ͏
    4. ։ൃऀ಺ͰϨϏϡʔΛߦ͏
    ㅟ ㅟ ㅟ ㅟ
    

    View Slide

80. ࣮૷ϑΣʔζ
    1. ίʔσΟϯάɾ୯ମςετ
    2. Ϣʔεέʔεʹج͍ͮͨ݁߹ςετΛߦ͏
    3. ʢγεςϜςετ΍σϓϩΠʣ
    4. ࣍ͷΠςϨʔγϣϯʹ޲͚ͯɺίʔυϨϏϡʔ
    ͱυϝΠϯϞσϧͷߋ৽Λߦ͏
    5. ෼ੳϑΣʔζʹ໭Γɺ࣍ͷϢʔεέʔεΛਐΊΔ
    

    View Slide

81. ICONIXϓϩηε͸DDDͷ࣮ફ
    ࣮͸͔͜͜Β
    ࢝·Δ
    υϝΠϯϞσϧΛҭͯΔͨΊʹɺ
    ϢʔεέʔεΛ࢖ͬͯۦಈ͍ͯ͠Δ
    ϢʔεέʔεϞσϧ͸
    ίϯςΩετͷൃݟʹ
    ΋໾ཱͭ
    ϩόετωε෼ੳ౳Λ͠ͳ͕Β
    υϝΠϯϞσϧΛߋ৽
    

    View Slide

82. ෼ੳͷඞཁੑ
    • DDDͰ͸७ਮͳ෼ੳϞσϧΛ൱ఆ͍ͯ͠Δ
    • ७ਮͳ෼ੳϞσϧ͸ίʔσΟϯά͕࢝·ΔͱࣺͯΒΕͯ͠·͏
    ͜ͱ͕ཧ༝ɻ͕ɺ͜Ε͸։ൃऀͱ෼ੳऀ͕෼͔Ε͍ͯΔલఏ
    • ʮ෼ੳͱઃܭͷؒʹக໋తͳُ྾͕ੜ͡ΔͨΊɺͦΕͧΕͷ
    ࡞ۀͰಘΒΕΔಎ࡯͸ޓ͍ʹ׆͔͞ΕΔ͜ͱ͕ͳ͍ͷͩɻʯ
    • ʮ஌ࣝΛטΈࡅ͘ऀ͸Ϟσϧͱઃܭ͓ΑͼίʔυΛ୯Ұͷ׆ಈ
    ͱͯ͠վྑ͠ଓ͚ΔΠςϨʔςΟϒͳϓϩηεͱͳΔʯ

    (DDD p.46 - 47)
    

    View Slide

83. DDDͰ͍͏࣮ફతϞσϥ
    ΛϓϩηεԽͨ͠΋ͷ͕ICONIX
    ʢͱߟ͑Δͱ෼͔Γ΍͍͢ʣ
    

    View Slide

84. –ʮϢʔεέʔεۦಈ։ൃ࣮ફΨΠυʯ1ষத
    “௨ৗɺԿΒ͔ͷઃܭ࡞ۀΛߦΘͳ͍ݶ
    Γɺࣗ෼͕औΓѻ͏ཁٻΛਖ਼͘͠ཧղ͢
    Δ͜ͱ͸Ͱ͖ͳ͍ɻ”
    

    View Slide

85. શͯͷϢʔεέʔεΛ෼ੳ͠ͳ
    ͚Ε͹͍͚ͳ͍ʁ
    • ͍͖ͳΓશͯͷϢʔεέʔεΛ෼ੳ͢Δඞཁ͸
    ͳ͍ɻICONIXϓϩηε͸1ͭͷϢʔεέʔε
    ͕͋Ε͹ۦಈͤ͞Δ͜ͱ͕Ͱ͖Δɻͱ͸͍
    ͑ɺͨͬͨ̍ͭͷখ͞ͳϢʔεέʔεͰࡁΉι
    ϑτ΢ΣΞͷํ͕ك
    • Ͳ͏΍ͬͯείʔϓΛߜ͍͔ͬͯ͘ʹͭ
    ͍ͯ͸ɺϢʔβʔετʔϦʔϚοϐϯά
    ͕ࢀߟʹͳΓ·͢ɻ
    

    View Slide

86. XPͱͷؔ܎
    • XP͸͋͘·Ͱ΋ʮՁ஋ɾݪଇɾϓϥΫςΟεʯɻICONIX͸෼ੳ͓
    ΑͼઃܭͷϞσϦϯάϓϩηεͳͷͰɺछʑͷํ๏࿦ʹద༻͠΍͢
    ͍ɻ
    • ʮຊ෺ͷސ٬ࢀՃʯ͕೉͍͜͠ͱΛड़΂͍ͯΔɻͦͷͨΊʹɺϨ
    ϏϡʔΛϓϩηεʹ૊ΈࠐΜͰ͍Δɻ

    ˠνʔϜʹΑͬͯςʔϥϦϯά͢Ε͹ྑ͍
    • ICONIXϓϩηεͰ͸ɺετʔϦʔ͔Β͙͢ίʔυΛॻ͖࢝Ίͳ͍

    ˠνʔϜͷशख़౓΍ن໛ʹΑͬͯςʔϥϦϯά͢Ε͹ྑ͍

    ɹ͔͠͠ɺυϝΠϯ஌ࣝΛ๛෋ʹ΋ͭϓϩάϥϚͷํ͕গͳ͍ݱ࣮
    

    View Slide

87. Clean Architectureͱͷ਌࿨ੑ
    • "UseCase૚"ͱͦͷ·Μ·ͷ૚͕͋ΔͷͰؔ܎͕෼͔Γ΍͍͢ʢ"ΞϓϦέʔ
    γϣϯαʔϏε"ͱ͍͏ݴ༿ΑΓ͸ྑ͍ͱࢥ͏ɻϢʔεέʔεͱ͍͏ݴ༿Ͱͳ͍
    ͷ͸ɺʢICONIXͳͲΛ࢖Θͳ͍ͱʣৄࡉͳٕज़ཁૉΛೖΕͯ͠·͍΍͍͔͢Β
    Ͱ͸ʁʣ
    • ۩ମతͳϑϨʔϜϫʔΫ΍DB͕ܾ·͍ͬͯͳͯ͘΋։ൃΛਐΊΔ͜ͱ͕Ͱ͖Δ
    • ICONIXϓϩηε͸UseCase૚ͱDomain૚ͷؔ৺ࣄʹ͍ͭͯѻ͏
    • Clean Architecture͸ΞϓϦέʔγϣϯʢUseCase&DomainʣͱΠϯϑϥΛ
    ෼཭͢Δ
    • Hexagonal΍OnionͰ΋ಉ༷
    

    View Slide

88. ద༻΁ͷߟ࡯̍
    ਖ਼ࣜͳυΩϡϝϯτʹ͠ͳ͍
    • ސ٬ͱʮԿΛͭ͘Δͷ͔ʯΛᐆດ͞Λղফͯ͠߹ҙ͢Δ͜ͱ͕େࣄ
    • ICONIXϓϩηεͰ͸ʮ࡞੒͢ΔυΩϡϝϯτ͸͜ΕͰɺͦΕΛϨ
    Ϗϡʔ͢Δػձ͸͍ͭʯΛ໌֬ʹఆ͍ٛͯ͠Δɻ
    • ਖ਼֬ʹॻ͘͜ͱ͸ਪ঑͍ͯ͠ͳ͍ʢॏްͳυΩϡϝϯτ͸଍
    ᐫʣɻUML࢓༷ʹ४ڌ͢Δඞཁ͸ͳ͍ɻۃ୺ͳ࿩ɺϗϫΠτ
    Ϙʔυͷམॻ͖Ͱ΋ྑ͍ʢͱࢥ͏ʣɻ
    • ॻ੶தͰ͸πʔϧΛ࢖͏͜ͱΛલఏʹɺίʔυͱઃܭΛಉظ͢
    Δ͜ͱ͸ڧ͘ਪ঑͞Ε͍ͯΔɻࢴͱԖච͕Ұ൪ڧ͍͔΋͠Εͳ
    ͍ɻʮΊ΋Ͱ͘͢ʯͱ͔ࢼͯ͠Έ͍ͨɻ
    

    View Slide

89. ద༻΁ͷߟ࡯̎
    ੔߹ੑཁٻͷݕ౼
    • ސ٬͕ࢀՃ͢ΔϨϏϡʔ͸༧උઃܭϨϏϡʔ·ͰʢγʔέϯεਤҎ
    ߱͸ٕज़త͗͢ΔʣɻؾΛ͚ͭͳ͍ͱϩόετωε෼ੳͷஈ֊Ͱ
    ͸੔߹ੑཁٻͷදݱ·Ͱٴ͹ͳ͍ؾ͕͢Δɻ
    • શͯʹτϥϯβΫγϣϯ͕ඞཁͱ͸ݶΒͣɺ݁Ռ੔߹ੑͰे෼
    ͳέʔε΋ଟ͍͸ͣɻ
    • ༧උઃܭϨϏϡʔͷஈ֊·Ͱʹ੔߹ੑͷཁٻʢϨϕϧʣʹ͍ͭ
    ͯݕ౼ͨ͠ํ͕ྑ͍ͱࢥ͏ɻ
    • "τϥϯβΫγϣϯͷ෼ੳΛ͔ͯ͠ΒͰͳ͍ͱɺू໿ͷઃܭͷྑ
    ͠ѱ͠Λਖ਼͘͠൑அ͢Δ͜ͱ͸Ͱ͖ͳ͍"ʢIDDD p.340-344ʣ
    

    View Slide

90. ։ൃϓϩηεͷ
    มߋ͸೉͍͠ɾɾɾ
    νʔϜͷܾ·Γʁ
    ձࣾͰنఆ͞Ε͍ͯΔʁ
    ސ٬͔Βࢦఆ͞Ε͍ͯΔʁ
    

    View Slide

91. –Team Geek
    ʮ5.6 ر๬͸࢒͞Ε͍ͯΔʯΑΓ
    “࠷ॳʹ΍Βͳ͚Ε͹͍͚ͳ͍ͷ͸ɺ࢓ࣄ
    Λୡ੒͢ΔͨΊʹԿ͔Λม͑Δ͜ͱͩɻ”
    

    View Slide

92. ͦΕͰ΋ਏ͘ͳͬͨΒɾɾɾ
    

    View Slide

93. XXXXBOUFEMZDPNQSPKFDUT
    ΠϠʔά΢θϯμφʔ
    

    View Slide

94. ·ͱΊ
    • DDD

    + Clean Architecture

    + Use Case Driven Object Modeling(ICONIX)

    ͷηοτ͸૬ੑ͕ྑͦ͞͏
    • ICONIX͸ܰྔͱ͸͍͑ɺͦͷதͰ΋Ͳ͜·ͰΛ࣮ࢪ͢Δ͔
    ސ٬΍νʔϜͱςʔϥϦϯάͨ͠ํ͕ྑ͍͔΋
    • ֖Λ։͚Ε͹஌͍ͬͯΔਓʹ͸౰ͨΓલ…

    ૣ͘஌Γ͔ͨͬͨ

    ʢଞͷ࣮ફख๏΋͝ଘ஌ͷํ͕͍Βͬ͠ΌΕ͹ޙͰڭ͍͑ͯͩ͘͞ʣ
    

    View Slide

95. Q & A
    

    View Slide

96. Q & A vol.1
    • Q.Contract૚ͷ༝དྷ͸ʁ

    A.֎ଆͷ૚Ͱ࢖͏ͨΊʹɺ͜ͷϢʔεέʔε͸͜ͷ੹຿͕͋Γ·͢ͱܖ໿͍ͯ͠
    ·͢ɻ͜ͷΠϯλϑΣʔεΛஔ͘૚Ͱ͢ɻαϯϓϧͰ͸লུ͍ͯ͠·͕ͨ͠DTO
    ͷΑ͏ͳϢʔεέʔε͕ඞཁͱ͢Δ΋ͷ΋ؚΈ·͢ɻ
    • Q.CQRSͱͷ਌࿨ੑ͸ʁ

    A.͝ΊΜͳ͍͞ɺ·ͩ໌֬ͳ౴͕͑Ͱ͖ͳ͍Ͱ͢ɻΞʔΩςΫνϟ͸ߏ଄Λͭ͘
    ΔͨΊͷ΋ͷͳͷͰɺద༻Ͱ͖ͳ͍͜ͱ͸ͳ͍ͱࢥ͍ͬͯ·͢ɻ͕ɺޙ൒ͷεϥ
    ΠυͷΑ͏ʹϩοΫΠϯ͞Εͨํָ͕ͳ͜ͱ΋͋Γ·͢ɻ

    Ұ౓Կ͔͠ΒͷϑϨʔϜϫʔΫΛ࢖͑͹ɺجຊ࢖͍ଓ͚ΔΑͶͱ͍͏ߟ͑΋ݱ࣮
    ղͱͯ͠͸ΞϦͳͷͰɺνʔϜɺͻ͍ͯ͸ϓϩμΫτͱͯ͠Ͳ͏͍͏ઓུΛͱΔ
    ͔ɺͰ͢ɻݸਓతʹ͸ϩοΫΠϯ͞ΕͣʹυϝΠϯͷಠཱੑΛอͭಓΛ໛ࡧͨ͠
    ͍Ͱ͢Ͷɻ
    

    View Slide

97. Q & A vol.2
    • Q.Clean ArchitectureΛಋೖ͢ΔͨΊͷΞυόΠε͸ʁ

    A.͋͘·ͰΞʔΩςΫνϟͳͷͰMVCΛ࠾༻͠·͔͢ʁDCIΛ࠾༻͠·͢
    ͔ʁͱಉ͡ઢͷԆ௕Ͱ͢ɻνʔϜͰཧղ͠΍͍͢΋ͷΛ·ͣ࿩͠߹͏ͷ͸Ͳ
    ͏Ͱ͠ΐ͏͔ʁ్தͰม͑Δͷ͸೉͍͠ͱࢥ͍·͢ɻ

    ·ͣ͸ࠓճͷαϯϓϧΛԼ஍ʹͯ͠ɺҰ͔ͭೋͭϢʔεέʔεΛ࣮૷ͯ͠Έͯ
    ײ֮Λ௫Ήͷ͸ྑ͍͔΋͠Ε·ͤΜɻͨͩ͠ɺCallbackΛ࢖͏ͷ͔Promise
    Λ࢖͏ͷ͔ͷΑ͏ͳςʔϥϦϯά͸ͨ͠ํ͕ྑ͍Ͱ͢ɻϓϥοτϑΥʔϜ΍
    ࠾༻ٕज़ͷ౎߹ͳͲɻ

    ະ஌orܦݧ͕ͳ͚Ε͹ɺখ͞ͳͱ͜Ζ͔Β࢝Ί·͠ΐ͏ɻ࠷খͷܗ͕αϯϓ
    ϧίʔυͰ͢ɻඞཁʹԠͯ͡΍ɺ༧Ί༧ظͰ͖Δ͜ͱΛࡌ͍͖ͤͯ·͠ΐ͏ɻ
    ϕʔεΛ࡞Δ࣌ͷίπ͸ϩδοΫΛ૊Ήਓʹ͜͏ॻ͍ͯཉ͍͠ɺΛ૝૾ͯ͠
    ੍͋͑ͯ໿Λ࡞Δ͜ͱͱࢥ͍·͢ɻ
    

    View Slide

98. ࢀߟɿDDDฤ
    • ॻ੶ʮΤϦοΫɾΤϰΝϯεͷυϝΠϯۦಈઃܭʯʢᠳӭࣾʣ
    • ॻ੶ʮ࣮ફυϝΠϯۦಈઃܭʯʢᠳӭࣾʣ
    • ਿຊ ܒ ࢯʮυϝΠϯۦಈઃܭ at DDD.rb #5ʯ
    • ਿຊ ܒ ࢯʮ2ͭͷυϝΠϯϞσϧʕDDDͷؚҙʯ
    • ૿ా ږ ࢯʮ3ि࿈ଓDDDͦͷ1 υϝΠϯۦಈઃܭͷجຊΛཧղ͢Δʯ
    • ૿ా ږ ࢯʮ3ि࿈ଓDDDͦͷ2 ਂ͍Ϟσϧͷ୳ٻ(υϝΠϯۦಈઃܭ ୈ̏෦) ʯ
    • ૿ా ږ ࢯʮ3ि࿈ଓDDDͦͷ3 υϝΠϯۦಈઃܭ ઓུతઃܭ ʯ
    • InfoQʮυϝΠϯۦಈઃܭɾ։ൃͷ࣮ફʯ
    • InfoQʮίϯςΩετϚοϐϯάʹΑΔઓུతυϝΠϯۦಈઃܭʯ
    • InfoQʮShane HastieࢯɺϏδωε՝୊ʹର͢ΔΞδϟΠϧϚΠϯυηοτͷద༻ʹ͍ͭͯޠΔʯ
    

    View Slide

99. ࢀߟɿClean Architectureฤ
    • ετϥςδοΫνϣΠεʮϨΠϠʔυΞʔΩςΫνϟʯ
    • Alistair Cockburn ࢯʮHexagonal Architectureʯʢ຋༁ɿ෢౻ ࢯʣ
    • Jeffrey Palermo ࢯʮThe Onion Architectureʯ
    • Robert Martin ࢯʮThe Clean Architectureʯʢ຋༁ɿ෢౻ ࢯʣ
    • Thomas PIERRAIN ࢯʮA zoom on the hexagonal/clean/onion architectureʯ
    • InfoQʮυϝΠϯۦಈઃܭͱΦχΦϯΞʔΩςΫνϟʯ
    • InfoQʮΞʔΩςΫνϟͷ໨త͸ҙਤͰ͋ΓɺϑϨʔϜϫʔΫͰ͸ͳ͍ʯ
    • James Coglan ࢯʮ໋ྩܕͷίʔϧόοΫɺؔ਺ܕͷϓϩϛε: Node ͕ҳͨ͠࠷େͷػձʯ(຋༁ɿԬຊ ࢯ)
    • Togetter·ͱΊʮ”໋ྩܕͷίʔϧόοΫɺؔ਺ܕͷϓϩϛε”΁ͷ൓Ԡʢͱͦͷޙʣʯ
    • _kondeiࢯʮ࣋ଓՄೳͳ։ൃΛ໨ࢦ͢ ~ υϝΠϯɾϢʔεέʔεۦಈʢΫϦʔϯΞʔΩςΫνϟʣ + ୯ํ޲ʹ੍ݶͨ͠ॲཧ + FRPʯ
    • ૿ా ږ ࢯʮυϝΠϯϞσϧத৺ͷΞʔΩςΫνϟʯ
    • Android cleanarchitecture
    

    View Slide

100. ࢀߟɿϢʔεέʔεۦಈ։ൃฤ
     • ॻ੶ʮϢʔεέʔεۦಈ։ൃ࣮ફΨΠυʯʢᠳӭࣾʣ
     • ॻ੶ʮΤΫετϦʔϜϓϩάϥϛϯάୈ2൛৽༁ʯʢΦʔϜࣾʣ
     • ॻ੶ʮϢʔβʔετʔϦʔϚοϐϯάʯʢΦϥΠϦʔδϟύϯʣ
     • ૿ా ږ ࢯʮ࣮ફ ICONIXϓϩηεɿγʔέϯεਤͱΫϥεਤʯ
     • ૿ా ږ ࢯʮ࣮ફ ICONIXϓϩηεɿυϝΠϯۦಈʯ
     • WikipediaʮICONIXϓϩηεʯ
     • EZʮϏδωεཁٻͷٸܹͳมԽʹରԠ͢Δ։ൃϓϩηεͱ͸ʁʯ
     

     View Slide