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Dockerfile
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FROM python:3.9-slim
RUN apt-get update && apt-get install -y \
build-essential \
curl \
software-properties-common \
git \
&& rm -rf /var/lib/apt/lists/*
RUN pip install noiseestimator
# Install the Streamlit library
RUN pip install streamlit
# Set the working directory in the container
WORKDIR /app
COPY app.py /app/app.py
COPY README.md /app/README.md
COPY data /app/data
# The EXPOSE instruction informs Docker that the container listens on the specified network ports at runtime. Your container needs to listen to Streamlit’s (default) port 8501:
EXPOSE 8501
# The HEALTHCHECK instruction tells Docker how to test a container to check that it is still working. Your container needs to listen to Streamlit’s (default) port 8501:
HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
# An ENTRYPOINT allows you to configure a container that will run as an executable. Here, it also contains the entire streamlit run command for your app, so you don’t have to call it from the command line:
ENTRYPOINT ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]
# https://docs.streamlit.io/knowledge-base/tutorials/deploy/docker
# Based on your server's network configuration, you could map to port 80/443 so that users can view your app using the server IP or hostname. For example: http://your-server-ip:80 or http://your-hostname:443.