Create Dockerfile

Dockerfile

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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"]