| FROM python:3.9-bullseye | |
| LABEL organization="R6Q - Infraprasta University" | |
| LABEL team="Group 5" | |
| RUN useradd -m -u 1000 user | |
| WORKDIR /app | |
| COPY --chown=user ./requirements.txt requirements.txt | |
| RUN pip install --no-cache-dir --upgrade -r requirements.txt | |
| COPY --chown=user . /app | |
| RUN apt-get update && \ | |
| apt-get install -y gcc python3-dev gnupg curl | |
| RUN pip install cython | |
| RUN cd /app/restful/cutils && \ | |
| python setup.py build_ext --inplace && \ | |
| chmod 777 * && cd ../.. | |
| RUN pip install gdown | |
| RUN --mount=type=secret,id=MODELS_ID,mode=0444,required=true \ | |
| gdown https://drive.google.com/uc?id=$(cat /run/secrets/MODELS_ID) && \ | |
| unzip models.zip && rm models.zip | |
| RUN --mount=type=secret,id=PICKLES_ID,mode=0444,required=true \ | |
| gdown https://drive.google.com/uc?id=$(cat /run/secrets/PICKLES_ID) && \ | |
| unzip pickles.zip && rm pickles.zip | |
| RUN --mount=type=secret,id=DATASETS_ID,mode=0444,required=true \ | |
| gdown https://drive.google.com/uc?id=$(cat /run/secrets/DATASETS_ID) && \ | |
| unzip datasets.zip && rm datasets.zip | |
| RUN --mount=type=secret,id=POSTTRAINED_ID,mode=0444,required=true \ | |
| gdown https://drive.google.com/uc?id=$(cat /run/secrets/POSTTRAINED_ID) && \ | |
| unzip posttrained.zip && rm posttrained.zip | |
| CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--workers", "10", "--port", "7860"] | |