fchinembiri
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geocrop-platform.
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optimize: use pre-built PyTorch base image for worker to reduce build overhead
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This commit is contained in:
fchinembiri 2026-05-08 18:25:19 +02:00
parent 39abc55f05
commit fd931f1cfc
1 changed files with 11 additions and 3 deletions
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14
apps/worker/Dockerfile
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@ -1,6 +1,10 @@
FROM python:3.11-slim # Use pre-built PyTorch image to avoid massive downloads and build overhead
FROM pytorch/pytorch:2.1.1-cuda12.1-cudnn8-runtime
# Install system dependencies required by rasterio and other packages # Set non-interactive for apt
ENV DEBIAN_FRONTEND=noninteractive
# Install system dependencies and clean up in one layer
RUN apt-get update && apt-get install -y --no-install-recommends \ RUN apt-get update && apt-get install -y --no-install-recommends \
libexpat1 \ libexpat1 \
libgomp1 \ libgomp1 \
@ -10,6 +14,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
libspatialindex-dev \ libspatialindex-dev \
libcurl4-openssl-dev \ libcurl4-openssl-dev \
libssl-dev \ libssl-dev \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/* && rm -rf /var/lib/apt/lists/*
WORKDIR /app WORKDIR /app
@ -17,10 +22,13 @@ WORKDIR /app
# Set Python path to include /app # Set Python path to include /app
ENV PYTHONPATH=/app ENV PYTHONPATH=/app
# Copy requirements and install dependencies
# We use --no-cache-dir to keep the image small
COPY requirements.txt . COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt RUN pip install --no-cache-dir -r requirements.txt
# Copy the application code
COPY . . COPY . .
# Start the RQ worker to listen for jobs on the geocrop_tasks queue # Start the RQ worker
CMD ["python", "worker.py", "--worker"] CMD ["python", "worker.py", "--worker"]