Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Scalaで学ぶヘキサゴナルアーキテクチャ実践入門
Search
kimutyam
March 26, 2016
Technology
7k
15
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Scalaで学ぶヘキサゴナルアーキテクチャ実践入門
「Scala将軍達の後の祭り」での発表資料
http://scala-syogun-matsuri.connpass.com/event/28124/
kimutyam
March 26, 2016
More Decks by kimutyam
See All by kimutyam
NestJSのDIコンテナで作るクリーンなレイヤー境界
kimutyam
3
2.4k
Embulk / Presto / Sparkを用いたETL事情
kimutyam
4
2.3k
セプテーニで分析基盤(Treasure Data)を導入した話
kimutyam
0
1.6k
Reactive Messaging Patternsを使った境界づけられたコンテキストの統合
kimutyam
3
1.4k
アジャイルでのドメイン・ユースケースモデリング
kimutyam
5
2.4k
Introduction of ScalaTest
kimutyam
3
2.3k
Other Decks in Technology
See All in Technology
もう一度考える SRE チームの作り方・育て方 / Rethinking SRE #1: Building and Growing SRE Teams
rrreeeyyy
6
1k
関東Kaggler会発表資料
takoi
1
200
MIRU 2026 チュートリアル
keisuke198619
0
870
바이브풀 라이프
arawn
0
110
20260804_Q4AzureUpdateBite_FabricDataAgentの精度を高める設計.pdf
matayuuu
1
120
【CEDEC2026】次世代デジタルカードゲームのサーバー設計と運用 〜『Shadowverse: Worlds Beyond』の舞台裏~
cygames
PRO
1
980
社内の7割が使うデータ基盤を、 データチーム2人で回すためにやったこと
koh_yoshi
4
1.2k
PLATEAU で バーチャル花火大会
tatsuya1970
0
110
AIコーディングの次。コードレビューと理解負荷を解消して組織の開発生産性を高める
moongift
PRO
2
2.3k
研究開発部の紹介 / Sansan R&D Profile
sansan33
PRO
4
24k
GitHub CopilotのFinOps- AI CreditのObservabilityと価値を生むためのエージェント設計
yuriemori
0
140
AIエージェントを前提としたプラットフォーム エンジニアリング:GKEで作るAgent-Ready Golden Path
legalontechnologies
PRO
2
220
Featured
See All Featured
Into the Great Unknown - MozCon
thekraken
41
2.7k
The Anti-SEO Checklist Checklist. Pubcon Cyber Week
ryanjones
0
200
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
141
35k
Become a Pro
speakerdeck
PRO
31
6.2k
Navigating the moral maze — ethical principles for Al-driven product design
skipperchong
2
470
SEO Brein meetup: CTRL+C is not how to scale international SEO
lindahogenes
1
2.8k
AI: The stuff that nobody shows you
jnunemaker
PRO
9
890
The B2B funnel & how to create a winning content strategy
katarinadahlin
PRO
1
460
How to Think Like a Performance Engineer
csswizardry
28
2.7k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
27k
brightonSEO & MeasureFest 2025 - Christian Goodrich - Winning strategies for Black Friday CRO & PPC
cargoodrich
3
760
How to build an LLM SEO readiness audit: a practical framework
nmsamuel
1
850
Transcript
ScalaͰֶͿϔΩαΰφϧΞʔΩςΫ νϟ࣮ફೖ ! Scalaক܉ୡͷޙͷࡇΓ @kimutyam 2016/03/26
ࣗݾհ ! ! ଜজ @kimutyam 2012/4ʹηϓςʔχೖࣾ ηϓςʔχɾΦϦδφϧͷϦʔυΤϯδχΞΛ୲ͯ͠·͢ 1લ͔Βࠂͷӡ༻ཧπʔϧʮPYXISʯͷ։ൃΛͬͯ·͢ @j5ik2oʹࢣࣄͯ͠ɺScala/DDDΛ1͘Β͍࣮ફ͖ͯͨ͠ਓ !
ڵຯൣғ DDD TDD ϔΩαΰφϧΞʔΩςΫνϟ ϚΠΫϩαʔϏεΞʔΩςΫνϟ
ScalaͷαϯϓϧΛݩʹ࣮ફతͳϔΩαΰφϧ ΞʔΩςΫνϟͷΉํʹ͍͓ͭͯ͠·͢
Agenda 1. ϨΠϠʔυΞʔΩςΫνϟ͔ΒϔΩαΰφϧΞʔ ΩςΫνϟ 2. ϔΩαΰφϧΞʔΩςΫνϟ֓ཁ 3. ฐࣾͰͷιϑτΣΞઓུ
1.ϨΠϠʔυΞʔΩςΫνϟ͔Βϔ ΩαΰφϧΞʔΩςΫνϟ
Layered Architecture֓೦ਤ UI Application Domain Infrastructure Dependency
Layered Architecture֓೦ਤ UI Application Domain Infrastructure Dependency • υϝΠϯ͕Πϯϑϥ ετϥΫνϟʹґଘ
͍ͯ͠Δ
ͦͦΠϯϑϥετϥΫνϟͬ ͯʁ >্ҐͷϨΠϠΛࢧ͑ΔҰൠతͳٕज़తػೳΛఏڙ͢Δɻ ͜ΕʹɺΞϓϦέʔγϣϯͷͨΊͷϝοηʔδૹ৴ɺ υϝΠϯͷͨΊͷӬଓԽɺϢʔβʔΠϯλʔϑΣʔεͷͨΊͷΟ δΣοτඳըͳͲ͕͋Δɻ ΤϦοΫɾΤϰΝϯεͷυϝΠϯۦಈઃܭ http://urx.blue/sP9d ͦͷଞͷҰൠతͳٕज़తػೳͱʁ(ࢲతݟղ) •
ݴޠ • ϢʔςΟϦςΟ • ϥΠϒϥϦ etc….
υϝΠϯ͕ΠϯϑϥετϥΫνϟ ʹґଘ͢Δ͜ͱѱʁ ۃͳɺྫ͑ϝοηʔδૹ৴ɺӬଓԽɺ ϢʔβʔΠϯλʔϑΣʔεͷͨΊͷΟδΣοτඳը ʹ͍ͭͯཁ݅తͰมߋͷͳ͍ٕज़ج൫Ͱ͋Εґଘͯ͠Α͍ɻ ٕज़ΛΓସ͑ΔՄೳੑ͕͋ΔͷͰ͋Εɺ ۩ମతͳΠϯϑϥετϥΫνϟͷ࣮ʹґଘ͍ͯ͠Δ υϝΠϯͷϝϯςφϯεੑ͕Լ͢Δɻ ! ϢʔςΟϦςΟݴޠϨϕϧͰ·ͰґଘΛؾʹ͢Δඞཁͳ͍ͱ
͑Δɻ
Table Module >Table Moduleσʔλϕʔεͷςʔϒϧʹؔ࿈ͨ͠Ϗδωεϩδο ΫΛ1ͭͷΤϯςΟςΟΫϥεͱ࣮ͯ͠͠·͢ɻ ιϑτΣΞཁ͕݅υϝΠϯͷӬଓԽʹಛఆͷσʔλϕʔεʹ͔͠ Θͳ͍߹ɺ͜ͷख๏Ͱ͍͍ͱߟ͑Δ υϝΠϯʹ࠷దͳΞʔΩςΫνϟΛߟ͑Δ
தنɾେن։ൃʹ͓͚Δݱ࣮ղ • ओʹI/Oͷٕज़ʹؔͯ͠ೖΕସ͑ͯυϝΠ ϯʹӨڹ͠ͳ͍Α͏ͳઃܭͰ͋Γ͍ͨ • υϝΠϯϞσϧʹӨڹ͠ͳ͍ϥΠϒϥϦɺݴ ޠػೳґଘ͍͍ͤͯ͞ • ϨΠϠʔυΞʔΩςΫνϟʹ͓͍ͯͷґଘؔ Ͱࢹ͍ͯ͠ΔͷυϝΠϯʹӨڹ͢Δ
Α͏ͳٕज़͕ґଘͯ͠͠·͏ͱ͜Ζʹ͋Δɻ (ྫ͑ɺRepository) ※͜ΕҎ߱ͷεϥΠυ߹্Πϯϑϥετϥ Ϋνϟཁ݅มߋ༨ͷ͋ΔΠϯϑϥετϥΫ νϟͱͯ͠ѻ͍·͢ɻ
Layered Architecture(DIP) Infrastructure UI Application Domain Dependency Domain͕ͲͷϨΠϠ ʹґଘ͍ͯ͠ͳ͍
~DIP~ґଘؔٯసͷݪଇ >ʮநʯ࣮ͷৄࡉʹґଘͯ͠ͳΒͳ͍ɻ࣮ͷ ৄࡉ͕ʮநʯʹґଘ͖͢Ͱ͋Δɻ ࣮ફυϝΠϯۦಈઃܭ (Object Oriented SELECTION) >্ҐͷϞδϡʔϧԼҐͷϞδϡʔϧʹґଘͯ͠ͳΒ ͳ͍ɻͲͪΒͷϞδϡʔϧʮநʯʹґଘ͖͢Ͱ͋ Δɻ
DDDͰ࠷্ҐͷϞδϡʔϧυϝΠϯͩͱଊ͑Δͷ͕ࣗવͰɺ ্ҐϞδϡʔϧυϝΠϯͷ͜ͱΛࢦ͢ɻ ࣮ͷํυϝΠϯͷந(I/F) ʹΑܾͬͯఆ͞ΕΔɻ ~DIP~ґଘؔٯసͷݪଇ ࢲతݟղ
~DIP~ґଘؔٯసͷݪଇ ! (ݴ͍͑ྫ) υϝΠϯ͕ΠϯϑϥετϥΫνϟʹґଘͯ͠ͳΒ ͳ͍ɻ ͲͪΒͷϞδϡʔϧυϝΠϯͷநʹґଘ͖͢Ͱ ͋Δɻ ! >্ҐͷϞδϡʔϧԼҐͷϞδϡʔϧʹґଘͯ͠ͳΒ ͳ͍ɻͲͪΒͷϞδϡʔϧʮநʯʹґଘ͖͢Ͱ͋
Δɻ
~DIP~ґଘؔٯసͷݪଇ (ݴ͍͑ྫ) υϝΠϯͷநΠϯϑϥετϥΫνϟͷ࣮ͷৄ ࡉʹґଘͯ͠ͳΒͳ͍ɻ ΠϯϑϥετϥΫνϟͷ࣮ͷৄࡉ͕υϝΠϯͷந ʹґଘ͖͢Ͱ͋Δɻ >ʮநʯ࣮ͷৄࡉʹґଘͯ͠ͳΒͳ͍ɻ࣮ͷ ৄࡉ͕ʮநʯʹґଘ͖͢Ͱ͋Δɻ
Layered Architecture(DIP)αϯϓϧ ίʔυ(؆қ) ! https://github.com/kimutyam/layered-dip-hands-on
ύοέʔδྫ ! ϨΠϠຖʹϓϩδΣΫτׂ
υϝΠϯϓϩδΣΫτ(ྫ) ! RepositoryͷI/FΛఆٛ
ΠϯϑϥετϥΫνϟϓϩδΣΫτ (ྫ) ! Repositoryͷ࣮
ٕज़͕૿͍͑ͯ͘ʹͭΕͯΠϯϑϥετϥΫνϟ͕ ϑΝοτʹͳΓ͕ͪ(ΠϯϑϥετϥΫνϟΛϓϩδΣΫ τׂͨ͠Βղܾ) UI͕૿͍͑ͯ͘ʹͭΕͯUI͕ϑΝοτʹͳΓ͕ͪ(UIΛ ϓϩδΣΫτׂͨ͠Βղܾ) Layered Architecture With DIP ΞʔΩςΫνϟϨϕϧͰΠϯϑϥετϥΫνϟͱUIͷ
ؔ৺ͷΛߦ͏͜ͱ͕͍͠
2.ϔΩαΰφϧΞʔΩςΫνϟ֓ཁ
ϔΩαΰφϧΞʔΩςΫνϟ(Hexagonal architecture༁)
ଆͱ֎ଆͷΞμϓλ ΞϓϦέʔγϣϯͷ֎ଆ ! ΞϓϦέʔγϣϯػೳཁ ݅ υϝΠϯͷϏδωε ϩδοΫ ଆͱ֎ଆͷίϛϡχέʔγϣ ϯΛࣝผ͢Δϙʔτ
ґଘؔਤ
ॲཧͷྲྀΕ
Hexagonal Architecture༻ޠ(1) • Port(ϙʔτ) ΠϯλʔϑΣʔεΛجૅʹσόΠε(αʔϏε)ؒͷձ Λࣝผ͢Δɻϙʔτͷઃܭऀ࣍ୈͰࣗ༝ɻ >ͳʹ͕ϙʔτͰɺͳʹ͕ͦ͏Ͱͳ͍͔ɺ΄ͱΜͲ Έͷͩɻ >Θͨ͠ͷબɺ2,3,4ϙʔτͷখ͍͞ࣈΛΉ ͕͋Δɻ
ϔΩαΰφϧΞʔΩςΫνϟ(Hexagonal architecture༁)
Hexagonal Architecture༻ޠ(2) • Adapter(Ξμϓλ) ΠϯλʔϑΣʔεΛ֤σόΠε(αʔϏε)͕ඞཁͱ͢Δ ৴߸ʹม͑Δ Port : Adapter =
1 : N >σόΠε͕ඞཁͱ͢Δ৴߸ʹม͑Δɺٯ·ͨવΓɻ ϔΩαΰφϧΞʔΩςΫνϟ(Hexagonal architecture༁)
Hexagonal Architecture༻ޠ(3) • Primary Port(ϓϥΠϚϦʔϙʔτ) ΞϓϦʔέʔγϣϯΛۦಈ͢Δϙʔτͷ͜ͱΛࢦ͢
Hexagonal Architecture༻ޠ(4) • Secondary Port(ηΧϯμϦʔϙʔτ) ΞϓϦʔέʔγϣϯʹۦಈ͞ΕΔϙʔτͷ͜ͱΛࢦ͢
Hexagonal Architectureͷࢫຯ(1) • ϙʔτ୯ҐͰؔ৺Λ͢Δ͜ͱ͕Մೳ • υϝΠϯΛத৺ʹஔ͘ࣄͰΞϓϦέʔγϣϯશମͷํ ͕ܾఆ͞ΕΔ ϙʔτؒͰͷґଘͳ͘ɺϙʔτ্ͰυϝΠϯͳ͍͠ ΞϓϦέʔγϣϯͷ࣮Λར༻ͨ͠ΓɺI/FΛ࣮͢Δ •
Ξμϓλ୯ҐͰٕज़ͷΈସ͕͑Մೳ(ৄࡉͷٕज़Λมߋ ͯ͠υϝΠϯʹӨڹ͠ͳ͍) • ϞοΫԽ͍͢͠(ϞοΫDBΛར༻͢ΔΑ͏ͳΈ͕ ؆୯ʹ࣮ݱͰ͖Δ) • ࢹ֮తͰॲཧͷϑϩʔґଘ͕ؔ໌ྎ
Hexagonal Architectureαϯϓϧ ίʔυ https://github.com/kimutyam/hexagonal-hands-on
ύοέʔδྫ ྫʹΑͬͯϨΠϠɾϙʔτ ຖʹϓϩδΣΫτׂ
υϝΠϯϓϩδΣΫτྫ(1) • ίΞυϝΠϯͱ αϒυϝΠϯΛ ू • ڥք͚ͮΒΕͨ ίϯςΩετؒ ͷґଘΛͳ͘͢ •
υϝΠϯҎ֎ͷ ϓϩδΣΫτͷ ґଘͤ͞ͳ͍
υϝΠϯϓϩδΣΫτྫ(2) • υϝΠϯϞσϧ (Entity,VO,Service,Event,Mo dule) • Repository,Factory,Aggrega te etc
υϝΠϯϓϩδΣΫτྫ(2)
ΞϓϦέʔγϣϯϓϩδΣΫτྫ(1) ΞϓϦέʔγϣϯϓϩδΣΫτ ֤υϝΠϯΛґଘͤ͞Δ
ΞϓϦέʔγϣϯϓϩδΣΫτྫ(2) • ΞϓϦέʔγϣϯαʔϏε ࠞཚ͕ͪ͠ͳαʔϏεͱ͍͏֓೦ʹ͍ͭͯ υϝΠϯαʔϏεͱΞϓϦέʔγϣϯαʔϏεͷҧ͍ ʹ͍ͭͯҎԼࢀর
ΞϓϦέʔγϣϯϓϩδΣΫτྫ(3) ڥք͚ͮΒΕͨυϝΠϯίϯ ςΩετͷConverter(Mapper)
ΞϓϦέʔγϣϯϓϩδΣΫτྫ(4) DTO(Data Transfer Object)
ϙʔτϓϩδΣΫτྫ(1) • ϙʔτϓϩδΣΫ τ ϓϥΠϚϦʔϙʔ τͱηΧϯμϦϙʔ τΛू • ϓϥΠϚϦʔϙʔ τ
• ηΧϯμϦʔϙʔ τ ! ※ϙʔτؒͷґଘ ͳ͠
ϓϥΠϚϦʔϙʔτϓϩδΣΫτྫ (1) • WebServiceϙʔτ • HttpʹΑͬͯۦಈ͞ΕΔ • PlayFrameworkΛར༻
ϓϥΠϚϦʔϙʔτϓϩδΣΫτྫ (2) • WebService ϙʔτ • Controll er • Router
• json • Form
ϓϥΠϚϦʔϙʔτϓϩδΣΫτྫ (3) • Batchϙʔτ • CLIͰ࣮ߦ͢Δ
ϓϥΠϚϦʔϙʔτϓϩδΣΫτྫ (4) • Batchϙʔτ • Batch • Scheduler etc…
• Persistenceϙʔτ • RDBMSKVSͷӬଓԽ ͷ ηΧϯμϦϙʔτϓϩδΣΫτྫ(1) • ThirdPartyAPIϙʔτ • ThirdPartyͷAPIΛܦ༝͠
ͨίϛϡχέʔγϣϯΛ ͢Δ
• Persistenceϙʔτ • RDBMSKVSͷ۩ମతͳ࣮ • υϝΠϯϦϙδτϦI/Fͷํʹै͏ • DAO ηΧϯμϦϙʔτϓϩδΣΫτྫ(2)
• ThirdPartyAPIϙʔτ • APIClient • υϝΠϯϦϙδτϦI/Fʹ ै࣮ͬͨ ηΧϯμϦϙʔτϓϩδΣΫτྫ(3)
• ֤ϓϩδΣΫτΛूɾґଘ • ·ͱΊ RootϓϩδΣΫτྫ(1)
• DependencyInjection • ΞϓϦέʔγϣϯͷઃఆϑΝ Πϧ RootϓϩδΣΫτྫ(2)
Hexagonal Architectureͷࢫຯ(2) ϔΩαΰφϧΞʔΩςΫνϟෳͷ֎෦αʔϏεͱͷ࿈ ܞ͕࣮͍͢͠ ํத৺ʹυϝΠϯΛਾ͑Δɹˠɹ౷ҰతͳઃܭΛҡ ࣋͢Δ͜ͱ͕Մೳ
3.ฐࣾͰͷιϑτΣΞઓུ
ฐࣾͰߦ͍ͬͯΔઓུ ઓུతυϝΠϯ ઃܭ ઓज़తυϝΠϯ ઃܭ ৄࡉ࣮ ϞοΫ࣮ ϞϊϦγοΫΞϓϦέʔγϣϯ
ฐࣾͰߦ͍ͬͯΔઓུ ઓུతυϝΠϯ ઃܭ ઓज़తυϝΠϯ ઃܭ ৄࡉ࣮ ϞοΫ࣮ ઓུతυϝΠϯ ઃܭ ઓज़తυϝΠϯ
ઃܭ ৄࡉ࣮ ϞοΫ࣮ ڥք͚ͮΒΕͨίϯςΩετ୯ҐͰϚ ΠΫϩαʔϏεԽ
ϚΠΫϩαʔϏεΞʔΩςΫνϟͷΠϝʔδ !
࣮ફೖͯ͠ΈͯͷϝϦοτ·ͱΊ • ϓϩδΣΫτɾϓϩμΫτಋೖظͷυϝΠϯΛৠཹͤ͞ ͳ͕ΒɺϞοΩϯά͕͍͢͠ • ґଘؔͷ੍͕ڧ͍ΞʔΩςΫνϟͳͷͰίʔυͷํ ͕ͿΕͮΒ͍ • ৽͍ٕ͠ज़Λಋೖ͍͢͠ •
ϚΠΫϩαʔϏεͱͷ૬ੑ͕Α͍ • ϨΠϠʔυΞʔΩςΫνϟDIPͱൺͯؔ৺ͷ͕͠ ͘͢ • ΞʔΩςΫνϟਤͷࢹ֮ޮՌʹΑΓϝϯόʔͷཧղ͕ ͍ ! !
࣮ફೖͯ͠ΈͯΜͩ͜ͱ·ͱΊ • Batchͷ։ൃΛBatchϙʔτͰߦ͍͕ͬͯͨɺ ඞͣ͠υϝΠϯΛܦ༝͢ΔBatchͰͳ͔ͬͨɻ (MySQLͷύʔςΟγϣϯՃͱ͔) →ɹRootϓϩδΣΫτͷઃఆͱͯ͠ఆ͍ٛͯ͠Δ →ɹͦΕΑ͏ͷϓϩδΣΫτΛΔͷ͋Γͩͱߟ͑Δ ! • ϙʔτؒͷίϛϡχέʔγϣϯ͕Ͱ͖ͳ͍ͷͰɺ
ͪΐͬͱ࣮ͨ͠Λॻ͘ͱ͖ͰυϝΠϯܦ༝Ͱ࣮ݱΛߟ ͑Δඞཁ͕͋ͬͨ →ɹ͍͍ҙຯͰѱ͍ҙຯͰ੍͕͋ΓɺΞτϓοτ ͕͘ͳΔέʔε͕͋Γ·͢ɻ׳ΕΕͳΜͯ͜ͱͳ͍Ͱ ͕͢ɻ
ࢀߟࢿྉ ॻ੶ ʰ࣮ફυϝΠϯۦಈઃܭ (Object Oriented SELECTION)ʱ ॻ੶ʰΤϦοΫɾΤϰΝϯεͷυϝΠϯۦಈઃܭʱ ϔΩαΰφϧΞʔΩςΫνϟͱϨΠϠʔΞʔΩςΫνϟͷҧ͍ͱϚΠΫϩαʔϏε - falsandtru
ͷϝϞா υϝΠϯʹ࠷దͳΞʔΩςΫνϟΛߟ͑Δ ϔΩαΰφϧΞʔΩςΫνϟ(Hexagonal architecture༁) ΦϒδΣΫτࢥߟ: ґଘؔٯసͷݪଇ ࠞཚ͕ͪ͠ͳαʔϏεͱ͍͏֓೦ʹ͍ͭͯ
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠