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Create dockerfile
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# Use Python 3.11 as the base image
FROM docker.io/library/python:3.11@sha256:YOUR_PYTHON_3_11_SHA # Replace with the correct SHA for Python 3.11
# Install system dependencies
RUN apt-get update && apt-get install -y \
git \
git-lfs \
ffmpeg \
libsm6 \
libxext6 \
cmake \
rsync \
libgl1-mesa-glx \
&& rm -rf /var/lib/apt/lists/* \
&& git lfs install
# Upgrade pip and install Hugging Face specific dependencies
RUN pip install --no-cache-dir pip -U && \
pip install --no-cache-dir \
datasets \
"huggingface-hub>=0.19" \
"hf_xet>=1.0.0,<2.0.0" \
"hf-transfer>=0.1.4" \
"protobuf<4" \
"click<8.1" \
"pydantic~=1.0"
# Install fakeroot for apt-get compatibility
RUN apt-get update && apt-get install -y fakeroot && \
mv /usr/bin/apt-get /usr/bin/.apt-get && \
echo '#!/usr/bin/env sh\nfakeroot /usr/bin/.apt-get $@' > /usr/bin/apt-get && \
chmod +x /usr/bin/apt-get && \
rm -rf /var/lib/apt/lists/* && \
useradd -m -u 1000 user
# Copy root files (if needed)
COPY --chown=1000:1000 --from=root / /
# Set working directory
WORKDIR /home/user/app
# Install Node.js
RUN apt-get update && \
apt-get install -y curl && \
curl -fsSL https://deb.nodesource.com/setup_20.x | bash - && \
apt-get install -y nodejs && \
rm -rf /var/lib/apt/lists/* && apt-get clean
# Copy requirements.txt and install Python dependencies
COPY --chown=1000:1000 requirements.txt /tmp/requirements.txt
RUN pip install --no-cache-dir -r /tmp/requirements.txt
# Copy application code (adjust as per your repo structure)
COPY --chown=1000:1000 . .
# Command to run the app
CMD ["python", "app.py"]