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Upload deployment files (Dockerfile, app.py, requirements.txt, model, preprocessor)
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# Use a minimal base image with Python 3.9 installed
FROM python:3.9
# Set the working directory inside the container to /app
WORKDIR /app
# Copy all files from the current directory on the host to the container's /app directory
COPY . .
# Install Python dependencies listed in requirements.txt
RUN pip3 install -r requirements.txt
# Create a non-root user for enhanced security
RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
PATH=/home/user/.local/bin:$PATH
# Set the working directory for the non-root user
WORKDIR $HOME/app
# Copy application files with proper ownership
COPY --chown=user . $HOME/app
# Define the command to run the Flask app on port 5000
CMD ["python", "app.py"]