Dockerfile

# Stage 1: Build
FROM python:3.11-slim as builder

WORKDIR /app

# Install git
RUN apt-get update && \
    apt-get install -y --no-install-recommends git && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

# Clone the public repository
RUN git clone https://github.com/exis000/HeartDiseasePredictor_Model.git /app/HeartDiseasePredictor_Model

# Set the working directory to the cloned repository
WORKDIR /app/HeartDiseasePredictor_Model

# Copy the src folder into the deployment folder
RUN cp -r src deployment/

# Install Python dependencies
RUN pip install --upgrade pip && \
    pip install -r requirements.txt

# Change to the deployment/Api directory and run the app
WORKDIR /app/HeartDiseasePredictor_Model/deployment/Api
CMD ["python", "app.py"]