Add (#166)

new/cv_serving/.dockerignore

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+# Git
+.git
+.gitignore
+.gitattributes
+
+
+# CI
+.codeclimate.yml
+.travis.yml
+.taskcluster.yml
+
+# Docker
+docker-compose.yml
+Dockerfile
+.docker
+.dockerignore
+
+# Byte-compiled / optimized / DLL files
+**/__pycache__/
+**/*.py[cod]
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.cache
+nosetests.xml
+coverage.xml
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Virtual environment
+.env
+.venv/
+venv/
+
+# PyCharm
+.idea
+
+# Python mode for VIM
+.ropeproject
+**/.ropeproject
+
+# Vim swap files
+**/*.swp
+
+# VS Code
+.vscode/

new/cv_serving/.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+.idea/
+
+# VSCode
+.vscode/

new/cv_serving/Dockerfile

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+FROM python:3.9.13-slim as requirements-stage
+
+WORKDIR /tmp
+RUN pip install poetry
+COPY ./pyproject.toml ./poetry.lock* /tmp/
+RUN poetry export -f requirements.txt --output requirements.txt --without-hashes
+
+FROM python:3.9.13-slim
+
+WORKDIR /code
+COPY --from=requirements-stage /tmp/requirements.txt /code/requirements.txt
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+COPY . /code
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "80"]

new/cv_serving/README.md

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+# CV Serving Example through Web Single Pattern
+
+CV 모델을 Web Single Pattern으로 서빙하는 예제입니다.
+
+## Pre-requisites
+
+- Python >= 3.9
+- Poetry >= 1.1.4
+
+## Installation
+
+```bash
+poetry install
+```
+
+## Run
+
+먼저 `.env` 파일을 생성하고, 아래와 같이 모델 경로를 설정합니다.
+
+```bash
+# .env
+MODEL_PATH=./model/model.pkl
+```
+
+그리고 아래와 같이 실행합니다.
+
+```bash
+PYTHONPATH=.
+poetry run python main.py
+```
+
+## Usage
+
+### Predict
+
+```bash
+curl -X POST -F "file=@./example_images/0a101263343a4a60a8dcd94d1fc8e8e253dadf14.jpg" http://0.0.0.0:8000/predict
+
+{"id":1,"result":4}%
+```
+
+### Get all predictions
+
+```bash
+curl "http://0.0.0.0:8000/predict"
+
+[{"id":1,"result":0},{"id":2,"result":4},{"id":3,"result":3}]
+```
+
+### Get a prediction
+
+```bash
+curl "http://0.0.0.0:8000/predict/1"
+{"id":1,"result":0}
+```
+
+## Build
+
+```bash
+docker build -t web_single_example .
+```
+
+## Project Structure
+
+```bash
+.
+├── .dockerignore    # 도커 이미지 빌드 시 제외할 파일 목록
+├── .gitignore       # git에서 제외할 파일 목록
+├── Dockerfile       # 도커 이미지 빌드 설정 파일
+├── README.md        # 프로젝트 설명 파일
+├── __init__.py
+├── api.py           # API 엔드포인트 정의 파일
+├── config.py        # Config 정의 파일
+├── database.py      # 데이터베이스 연결 파일
+├── dependencies.py  # 앱 의존성 관련 로직 파일
+├── main.py          # 앱 실행 파일
+├── model/           # 모델 관련 디렉토리
+├── poetry.lock      # Poetry 라이브러리 버전 관리 파일
+└── pyproject.toml   # Poetry 프로젝트 설정 파일
+```