mirror of
https://github.com/Hestia-Homes/Model.git
synced 2026-06-08 11:17:27 +00:00
54 lines
No EOL
1.9 KiB
Docker
54 lines
No EOL
1.9 KiB
Docker
# Pull base image
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FROM python:3.11.10-slim-bullseye as build-image
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# Set environment variables
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ENV PYTHONDONTWRITEBYTECODE 1
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ENV PYTHONUNBUFFERED 1
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# Set work directory to the root of your project
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WORKDIR var/task/Model
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# Install python dependencies - we also install the fastapi dependencies here, since we use similar
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# functionality (though the api isn't served via fastapi). We will probably simplify this in the future
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COPY ./backend/engine/requirements.txt ./requirements1.txt
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COPY ./backend/app/requirements/requirements.txt ./requirements2.txt
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RUN cat requirements1.txt requirements2.txt > requirements.txt \
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&& pip install --upgrade pip \
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&& pip install -r requirements.txt \
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&& rm -rf /root/.cache
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# Since we are not using a base AWS image, there is some additional setup required. We need to set up the runtime
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# interface client
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# https://docs.aws.amazon.com/lambda/latest/dg/python-image.html#python-image-clients
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# Additionally install the AWS Lambda RIC
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RUN pip install awslambdaric
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# Second stage: "runtime-image"
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FROM python:3.11.10-slim-bullseye
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# Create the extensions directory to avoid warnings with RIE
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RUN mkdir -p /opt/extensions
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# Set work directory to the root of your project
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WORKDIR /var/task/Model
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# Copy the python dependencies from the build-image
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COPY --from=build-image /usr/local/lib/python3.11/site-packages/ /usr/local/lib/python3.11/site-packages/
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# Copy project files
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COPY ./backend/ ./backend
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COPY ./recommendations/ ./recommendations
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COPY ./utils/ ./utils/
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COPY ./etl/epc/ ./etl/epc/
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COPY ./etl/epc_clean/ ./etl/epc_clean/
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COPY ./etl/bill_savings/ ./etl/bill_savings/
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COPY ./etl/spatial/ ./etl/spatial/
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COPY ./BaseUtility.py ./BaseUtility.py
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COPY ./datatypes/ ./datatypes/
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COPY ./etl/find_my_epc/ ./etl/find_my_epc/
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# Set the ENTRYPOINT to the AWS Lambda RIC and CMD to your function handler
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ENTRYPOINT [ "/usr/local/bin/python", "-m", "awslambdaric" ]
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# Define the handler location
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CMD ["backend.engine.handler.handler"] |