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ARG CUDA_VERSION="11.8.0"
ARG CUDNN_VERSION="8"
ARG UBUNTU_VERSION="22.04"
ARG MAX_JOBS=4
FROM nvidia/cuda:$CUDA_VERSION-cudnn$CUDNN_VERSION-devel-ubuntu$UBUNTU_VERSION
# Update package lists and install necessary packages
RUN apt-get update && \
apt-get install -y --no-install-recommends \
wget \
curl \
unzip \
git \
python3 \
python3-pip \
libgl1 \
libglib2.0-0 \
curl \
gnupg2 \
ca-certificates \
apt-transport-https \
software-properties-common \
libreoffice \
ffmpeg \
git-lfs \
xvfb \
&& ln -s /usr/bin/python3 /usr/bin/python \
&& curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | bash \
&& wget -q -O - https://dl.google.com/linux/linux_signing_key.pub | apt-key add - \
&& echo "deb http://dl.google.com/linux/chrome/deb/ stable main" > /etc/apt/sources.list.d/google-chrome.list \
&& apt-get update \
&& apt install python3-packaging \
&& apt-get install -y --no-install-recommends google-chrome-stable \
&& rm -rf /var/lib/apt/lists/*
# Download and install ChromeDriver
RUN CHROMEDRIVER_VERSION=$(curl -sS chromedriver.storage.googleapis.com/LATEST_RELEASE) && \
wget -N https://chromedriver.storage.googleapis.com/$CHROMEDRIVER_VERSION/chromedriver_linux64.zip -P /tmp && \
unzip /tmp/chromedriver_linux64.zip -d /tmp && \
mv /tmp/chromedriver /usr/local/bin/chromedriver && \
chmod +x /usr/local/bin/chromedriver && \
rm /tmp/chromedriver_linux64.zip
# Copy Chromedriver from the builder stage (if applicable)
# COPY --from=builder /usr/local/bin/chromedriver /usr/local/bin/chromedriver
# Install PyTorch and related packages
RUN pip3 install --no-cache-dir torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
# Set up working directory and copy application code
COPY . /app
WORKDIR /app
# Install Python package (assuming it has a setup.py)
RUN pip3 install --no-cache-dir -e .
RUN pip install transformers==4.41.2
# Set environment variables
ENV CHROME_BIN=/usr/bin/google-chrome \
CHROMEDRIVER=/usr/local/bin/chromedriver \
DISPLAY=:99 \
DBUS_SESSION_BUS_ADDRESS=/dev/null \
PYTHONUNBUFFERED=1
# Ensure the PATH environment variable includes the location of the installed packages
ENV PATH /usr/local/bin:$PATH
# Expose the desired port
EXPOSE 8000
# Run the server
CMD ["python", "server.py", "--host", "0.0.0.0", "--port", "8000", "--documents", "--media", "--web"] |