MLFlow_demo/Dockerfile

# Use an official Python runtime as the base image
FROM python:3.11-slim

# Set the working directory in the container
WORKDIR /app

# Copy the requirements file into the container
COPY requirements.txt .

# Install the required packages
RUN pip install --no-cache-dir -r requirements.txt

# Copy the model files and application code
COPY models/ models/
COPY app.py .

# Expose the port that FastAPI will run on
EXPOSE 8000

# Command to run the FastAPI application
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000"]