1. 사용 도구

• 이슈 관리: Notion, Jira
• 형상 관리: GitLab
• 커뮤니케이션: MatterMost, Discord
• 디자인: Figma
• CI/CD: Jenkins, Docker

2. 개발 도구

2.1. Frontend

• 프레임워크: React (18.3.1)
• 라이브러리:
  • Zustand
  • React Router
  • MUI
  • howler
  • lottie
  • react-dnd
  • react-icons
  • react-modal
  • react-string-replace
  • react-type-animation
  • stompjs
  • styled-components
  • sweetalert2
  • terser

2.2. Backend

• 개발 언어: Java (21)
• 프레임워크: Spring Boot (3.3.1)
  • Dependencies:
    • Spring Boot Dev Tools
    • Spring Data JPA
    • Lombok
    • MariaDB Driver
    • Spring Web
    • Spring Data Redis
    • Spring for Apache Kafka
    • Spring Security
    • WebSocket
    • Spring Reactive Web

2.3. AI

• 프레임워크 : Django

• 라이브러리 : scikit-learn(RandomForestClassifier), matplotlib, pandas

• 언어 : Python

• 세팅

  • Django requirement.txt

  # requirements.txt
  
  asgiref==3.8.1
  certifi==2024.7.4
  chardet==5.2.0
  charset-normalizer==3.3.2
  contourpy==1.2.1
  cycler==0.12.1
  Django==4.2.14
  django-cors-headers==4.4.0
  django-rest-framework==0.1.0
  djangorestframework==3.15.2
  fonttools==4.53.1
  fpdf==1.7.2
  idna==3.7
  joblib==1.4.2
  kiwisolver==1.4.5
  logging==0.4.9.6
  matplotlib==3.9.1
  numpy==2.0.1
  packaging==24.1
  pandas==2.2.2
  pillow==10.4.0
  pyparsing==3.1.2
  python-dateutil==2.9.0.post0
  pytz==2024.1
  reportlab==4.2.2
  requests==2.32.3
  scikit-learn==1.5.1
  scipy==1.14.0
  six==1.16.0
  sqlparse==0.5.1
  threadpoolctl==3.5.0
  tzdata==2024.1
  urllib3==2.2.2
  

• Django 가상 환경 설정

  1. 가상환경 생성 및 실행

  python -m venv venv
  
  source venv/bin/activate    # Windows의 경우 venv/source/active
  

  1. 필요한 패키지 설치

  pip install -r requirements.txt
  

3. properties 환경 및 Docker-Compose 파일