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21 lines
632 B
Docker
21 lines
632 B
Docker
# Dockerfile that can be used to test loading a model to generate a prediction (part of CI/CD flow)
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FROM python:3.10.12-slim
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RUN apt-get update && apt-get install -y libgomp1 gcc python3-dev
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COPY pipeline/requirements/predictions/requirements.txt requirements.txt
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RUN pip install --upgrade pip
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RUN pip install uv
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RUN uv pip install -r requirements.txt --system
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# RUN pip install -r requirements.txt
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# Assuming in the CI/CD step, there will be a dvc pull step to get data and model, so will just need to run a single script
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COPY pipeline/ /home/pipeline/
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WORKDIR /home/pipeline/
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CMD [ "python", "3_generate_predictions.py"]
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