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

# Print all files in the repository for debugging
RUN ls -R

# Ensure the model folder exists and extract the zip file using Python
RUN if [ -d "model" ]; then \
        echo "Model folder found."; \
        if [ -f "model/RandomForest_best_model.zip" ]; then \
            echo "RandomForest_best_model.zip found. Extracting using Python..."; \
            python -c "import zipfile; zipfile.ZipFile('model/RandomForest_best_model.zip', 'r').extractall('model/')"; \
        else \
            echo "ERROR: RandomForest_best_model.zip not found in the model folder."; \
            exit 1; \
        fi; \
    else \
        echo "ERROR: Model folder not found."; \
        exit 1; \
    fi

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

# Run the main script
CMD ["python", "-m", "deployment.Api.app"]