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# 1. Use Python 3.10 (Standard for HF Spaces)
FROM python:3.10-slim

WORKDIR /app

# 2. Install System Dependencies
# Required for Cartopy (maps) and Git (for installing from source)
RUN apt-get update && apt-get install -y \
    build-essential \
    curl \
    git \
    libgeos-dev \
    libproj-dev \
    proj-bin \
    && rm -rf /var/lib/apt/lists/*

# 3. CRITICAL: Install NATTEN from Pre-built Wheels
# If we don't do this, pip tries to compile it from source (takes 20+ mins) and fails.
# We match the CUDA version (cu121) and Python version (cp310).
RUN pip install natten==0.17.3 -f https://shi-labs.com/natten/wheels/cu121/

# 4. CRITICAL: Install Earth2Studio from GitHub
# We use the [stormscope] tag to tell it we have the dependencies ready.
RUN pip install "earth2studio[stormscope] @ git+https://github.com/NVIDIA/earth2studio.git"

# 5. Install Other Python Dependencies
# (Streamlit, Maps, etc.)
RUN pip install \
    streamlit \
    torch \
    torchvision \
    numpy \
    matplotlib \
    cartopy \
    huggingface_hub \
    scipy

# 6. Copy App Code
COPY . .

# 7. Launch App
CMD ["streamlit", "run", "app.py", \
     "--server.port", "7860", \
     "--server.address", "0.0.0.0", \
     "--server.enableCORS", "false", \
     "--server.enableXsrfProtection", "false", \
     "--server.fileWatcherType", "none"]

	# 1. Use Python 3.10 (Standard for HF Spaces)
	FROM python:3.10-slim

	WORKDIR /app

	# 2. Install System Dependencies
	# Required for Cartopy (maps) and Git (for installing from source)
	RUN apt-get update && apt-get install -y \
	build-essential \
	curl \
	git \
	libgeos-dev \
	libproj-dev \
	proj-bin \
	&& rm -rf /var/lib/apt/lists/*

	# 3. CRITICAL: Install NATTEN from Pre-built Wheels
	# If we don't do this, pip tries to compile it from source (takes 20+ mins) and fails.
	# We match the CUDA version (cu121) and Python version (cp310).
	RUN pip install natten==0.17.3 -f https://shi-labs.com/natten/wheels/cu121/

	# 4. CRITICAL: Install Earth2Studio from GitHub
	# We use the [stormscope] tag to tell it we have the dependencies ready.
	RUN pip install "earth2studio[stormscope] @ git+https://github.com/NVIDIA/earth2studio.git"

	# 5. Install Other Python Dependencies
	# (Streamlit, Maps, etc.)
	RUN pip install \
	streamlit \
	torch \
	torchvision \
	numpy \
	matplotlib \
	cartopy \
	huggingface_hub \
	scipy

	# 6. Copy App Code
	COPY . .

	# 7. Launch App
	CMD ["streamlit", "run", "app.py", \
	"--server.port", "7860", \
	"--server.address", "0.0.0.0", \
	"--server.enableCORS", "false", \
	"--server.enableXsrfProtection", "false", \
	"--server.fileWatcherType", "none"]