# Use an official TensorFlow runtime as a parent image
FROM tensorflow/tensorflow:2.15.0

# Set the working directory in the container
WORKDIR /app

# Install Node.js and npm
RUN apt-get update && apt-get install -y nodejs npm

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

# Install any needed packages specified in requirements.txt
RUN pip install --no-cache-dir -r requirements.txt

# Copy the backend and frontend code into the container
COPY . .

# Install dependencies and build the React frontend
RUN npm install --prefix frontend
RUN npm run build --prefix frontend

# Expose port 8000
EXPOSE 8000

# Run the FastAPI application using Uvicorn
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]