final / Dockerfile
Avaya Aggarwal
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FROM docker.io/library/python:3.10@sha256:11edd7f5ed19b19adfc91d3384970da0787d53cf290a54db5f96b4dab645da6d
# Install essential packages
RUN apt-get update && \
apt-get install -y \
build-essential \
python3-dev \
python3-pip \
git \
git-lfs \
ffmpeg \
libsm6 \
libxext6 \
cmake \
libgl1-mesa-glx \
&& \
rm -rf /var/lib/apt/lists/*
# Upgrade pip to the latest version
RUN pip install --no-cache-dir --upgrade pip
# Install required Python packages
RUN pip install --no-cache-dir datasets "huggingface-hub>=0.19" "hf-transfer>=0.1.4" "protobuf<4" "click<8.1" "pydantic~=1.0"
# Create a non-root user
RUN useradd -m -u 1000 user
# Install additional system dependencies from pre-requirements.txt
RUN --mount=target=/root/packages.txt,source=packages.txt \
xargs -r -a /root/packages.txt apt-get install -y && \
rm -rf /var/lib/apt/lists/*
# Set the working directory
WORKDIR /home/user/app
# Install Python dependencies from pre-requirements.txt
RUN --mount=target=pre-requirements.txt,source=pre-requirements.txt \
pip install --no-cache-dir -r pre-requirements.txt
# Upgrade pip and install Python dependencies from requirements.txt
RUN pip install --upgrade pip && pip install --no-cache-dir -r requirements.txt