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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"]
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