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# Use an official Python runtime as a parent image | |
FROM python:3.11.1 | |
# Set up user and paths | |
RUN useradd -m -u 1000 user | |
USER user | |
ENV HOME=/home/user \ | |
PATH=/home/user/.local/bin:$PATH | |
# WORKDIR $HOME/app | |
# COPY --chown=user . $HOME/app | |
# Set the working directory in the container | |
# WORKDIR /app | |
WORKDIR $HOME/app | |
# Copy the current directory contents into the container at /usr/src/app | |
# COPY . . | |
COPY --chown=user . $HOME/app | |
# Switch to root user | |
USER root | |
# Install Rust and Cargo, Reqirements, and Python dependencies | |
RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && \ | |
export PATH="/root/.cargo/bin:${PATH}" && \ | |
pip install --upgrade pip && \ | |
pip install -r requirements.txt | |
# Make a port available to the world outside this container | |
# 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 | |
# Set the permissions for the script file | |
# RUN chmod +x python 3 train_llm.py | |
# Change permissions of the working directory | |
# RUN chmod 777 /app # Gives all users read, write, and exec permissions in the app directory. | |
# Run the command inside your image filesystem. | |
CMD ["python", "train_llm.py"] | |
# Execute with: | |
# docker build -t <image_name> . | |
# docker run -p 8501:8501 <image_name> |