optimize: use pre-built PyTorch base image for worker to reduce build overhead
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@ -1,6 +1,10 @@
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FROM python:3.11-slim
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# Use pre-built PyTorch image to avoid massive downloads and build overhead
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FROM pytorch/pytorch:2.1.1-cuda12.1-cudnn8-runtime
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# Install system dependencies required by rasterio and other packages
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# Set non-interactive for apt
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ENV DEBIAN_FRONTEND=noninteractive
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# Install system dependencies and clean up in one layer
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RUN apt-get update && apt-get install -y --no-install-recommends \
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libexpat1 \
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libgomp1 \
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@ -10,6 +14,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
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libspatialindex-dev \
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libcurl4-openssl-dev \
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libssl-dev \
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&& apt-get clean \
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&& rm -rf /var/lib/apt/lists/*
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WORKDIR /app
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@ -17,10 +22,13 @@ WORKDIR /app
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# Set Python path to include /app
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ENV PYTHONPATH=/app
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# Copy requirements and install dependencies
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# We use --no-cache-dir to keep the image small
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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# Copy the application code
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COPY . .
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# Start the RQ worker to listen for jobs on the geocrop_tasks queue
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# Start the RQ worker
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CMD ["python", "worker.py", "--worker"]
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