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# Stage 1: Build
FROM python:3.11-slim as builder
WORKDIR /app
# Install git and unzip
RUN apt-get update && \
apt-get install -y --no-install-recommends git unzip && \
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
# Install Python dependencies
RUN pip install --upgrade pip && \
pip install -r requirements.txt
# Extract the RandomForest_best_model.zip file in the model folder
RUN unzip model/RandomForest_best_model.zip -d model/
# Run the main script
CMD ["python", "-m", "deployment.api.app"] |