# Use the official Python image as the base image
FROM python:3.9-slim

# Set the working directory in the container
WORKDIR /app

# Copy the requirements file to the container (if you have one)
# COPY requirements.txt .

# Install the necessary dependencies
RUN pip install --upgrade pip && \
    pip install fastapi uvicorn jinja2 python-multipart pandas scikit-learn itsdangerous werkzeug

# Copy the FastAPI app files to the container
COPY . /app

# Expose port 7860
EXPOSE 7860

# Command to run the FastAPI app using Uvicorn
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]