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FROM python:3.11
RUN apt-get update \
&& apt-get -y install tesseract-ocr
RUN : \
&& apt-get update \
&& DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install ffmpeg libsm6 libxext6 -y
# Install dependencies
RUN apt-get update && apt-get install -y git wget
# Create and use a non-root user
RUN useradd -m -u 1000 user
# Create the directory for the repository and give the non-root user access to it
RUN mkdir /Responsible-AI-Privacy && chown -R user:user /Responsible-AI-Privacy
USER user
# Update PATH to include the user's local bin directory
ENV PATH="/home/user/.local/bin:$PATH"
# Install Hugging Face dependencies and other packages
RUN pip install --user huggingface_hub transformers git+https://github.com/huggingface/transformers.git
RUN echo "added model" > /dev/null
# Clone the repository
RUN git clone https://huggingface.co/InfosysResponsibleAiToolKit/Responsible-AI-Privacy /Responsible-AI-Privacy
COPY --chown=user . .
RUN ls -la
COPY --chown=user . /Responsible-AI-Privacy/responsible-ai-privacy/lib
WORKDIR /Responsible-AI-Privacy/responsible-ai-privacy
RUN ls -la
RUN pip install --no-cache-dir /Responsible-AI-Privacy/responsible-ai-privacy/lib/en_core_web_lg-3.7.1-py3-none-any.whl
RUN pip install -r requirements/requirement.txt
RUN pip install datasets==2.15.0
RUN pip install numpy==1.26.2
RUN pip install torch==2.4.1
RUN pip install torchvision==0.15.1
RUN pip show torch
RUN pip show torchvision
WORKDIR /Responsible-AI-Privacy/responsible-ai-privacy/src
EXPOSE 30002
CMD ["sh","-c","python3 privacy_main.py"] |