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CPU Upgrade
Running
on
CPU Upgrade
# π Base image with CUDA for ML | |
FROM nvidia/cuda:12.2.0-base-ubuntu22.04 | |
# π οΈ Install system dependencies | |
RUN apt-get update && apt-get install -y --no-install-recommends \ | |
python3.11 \ | |
python3.11-dev \ | |
python3-pip \ | |
build-essential \ | |
curl \ | |
&& rm -rf /var/lib/apt/lists/* \ | |
&& apt-get clean | |
# π Set Python 3.11 as default | |
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.11 1 \ | |
&& update-alternatives --install /usr/bin/pip pip /usr/bin/pip3 1 | |
# π Set working directory | |
WORKDIR /home/user/app | |
# π Install Python dependencies | |
COPY ./requirements.txt . | |
RUN pip install --no-cache-dir --upgrade pip \ | |
&& pip install --no-cache-dir -r requirements.txt \ | |
&& pip install --no-cache-dir \ | |
https://huggingface.co/spacy/en_core_web_sm/resolve/main/en_core_web_sm-any-py3-none-any.whl \ | |
https://huggingface.co/spacy/en_core_web_lg/resolve/main/en_core_web_lg-any-py3-none-any.whl | |
# π Create non-root user | |
RUN useradd -m -u 1000 user | |
USER user | |
ENV HOME=/home/user \ | |
PATH=/home/user/.local/bin:$PATH | |
# π¦ Copy application code | |
COPY --chown=user . . | |
# π Expose port | |
EXPOSE 7860 | |
# π©Ί Healthcheck | |
HEALTHCHECK CMD curl --fail http://localhost:7860/_stcore/health || exit 1 | |
# π Run application | |
CMD ["python3", "-m", "streamlit", "run", "presidio_streamlit.py", "--server.port=7860", "--server.address=0.0.0.0"] |