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FROM python:3.10-slim
WORKDIR /app
# Install system dependencies
RUN apt-get update && apt-get install -y \
git \
wget \
gcc \
g++ \
libgeos-dev \
&& rm -rf /var/lib/apt/lists/*
# Create a non-root user
RUN useradd -m -u 1000 appuser
# Create directories and set permissions
RUN mkdir -p /app/data /app/.config/matplotlib && \
chown -R appuser:appuser /app
# Set environment variable for matplotlib
ENV MPLCONFIGDIR=/app/.config/matplotlib
# Install Python dependencies
RUN pip install --no-cache-dir --upgrade pip
# Install JAX without GPU support (for CPU-only deployment)
RUN pip install --no-cache-dir \
"jax[cpu]" \
jaxlib
# Install GraphCast and its dependencies
RUN pip install --no-cache-dir \
numpy \
matplotlib \
xarray \
scipy \
dm-haiku \
optax \
cartopy \
google-cloud-storage \
ipywidgets \
pillow \
gradio>=4.0.0 \
git+https://github.com/deepmind/graphcast.git
# Workaround for cartopy crashes due to the shapely installed by default
# Same as the workaround in the original notebook
RUN pip uninstall -y shapely && \
pip install shapely --no-binary shapely
# Copy application code
COPY app.py /app/
# Set environment variables
ENV PYTHONUNBUFFERED=1
ENV GRADIO_SERVER_NAME=0.0.0.0
ENV GRADIO_SERVER_PORT=7860
# Expose port
EXPOSE 7860
# Switch to non-root user
USER appuser
# Set command
CMD ["python", "app.py"] |