Dockerfile

FROM python:3.11-bullseye

LABEL organization="R6Q - Infraprasta University"

RUN useradd -m -u 1000 user

WORKDIR /app

COPY --chown=user ./requirements.txt requirements.txt
RUN apt-get update && \
    apt-get install -y gcc python3-dev git git-lfs curl && \
    pip install --no-cache-dir --upgrade -r requirements.txt && \
    pip install cython onnxruntime==1.20.1

COPY --chown=user . /app

RUN git lfs install && \
    git clone https://huggingface.co/datasets/qywok/indonesia_stocks && \
    mkdir -p models && \
    for i in $(seq 1 10); do \
      git clone https://huggingface.co/qywok/stock_models_$i && \
      cd stock_models_$i && git lfs pull && cd .. && \
      mv stock_models_$i/*.onnx models/ && \
      rm -rf stock_models_$i; \
    done

RUN chmod -R 755 /app

CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860", "--workers", "1"]

# 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"]