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server-Dockerfile
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# Use the official lightweight Python image.
# https://hub.docker.com/_/python
FROM python:3.10-slim
# Allow statements and log messages to immediately appear in the Knative logs
ENV PYTHONUNBUFFERED True
# Copy local code to the container image.
ENV APP_HOME /app
WORKDIR $APP_HOME
COPY web_serv ./web_serv
COPY data ./data
COPY setup.py ./
# Install production dependencies.
RUN pip install --no-cache-dir -r web_serv/requirements.txt
RUN python setup.py
EXPOSE 5000
# Run the web service on container startup. Here we use the gunicorn
# webserver, with one worker process and 8 threads.
# For environments with multiple CPU cores, increase the number of workers
# to be equal to the cores available.
# Timeout is set to 0 to disable the timeouts of the workers to allow Cloud Run to handle instance scaling.
WORKDIR $APP_HOME/web_serv
CMD exec gunicorn --bind :5000 --workers 1 --threads 8 --timeout 0 wsgi:app