Dockerfile

FROM python:3.11-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 pip install onnxruntime==1.20.1

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

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

RUN apt install -y git-lfs && git lfs install

RUN git clone https://huggingface.co/datasets/qywok/indonesia_stocks && \
    ls && ls indonesia_stocks

RUN mkdir 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 && \
    ls -lh models


CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--workers", "5", "--port", "7860"]