Update Dockerfile

Dockerfile

@@ -3,7 +3,7 @@ FROM python:3.9-slim
 # Set working directory inside the container
 WORKDIR /app
 
-# Install system dependencies and clean up to reduce image size
+# Install system dependencies
 RUN apt-get update && apt-get install -y --no-install-recommends \
     build-essential \
     curl \
@@ -11,20 +11,21 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
     git \
     && rm -rf /var/lib/apt/lists/*
 
-# Copy requirements and install Python dependencies first to leverage Docker cache
+# Copy requirements and install dependencies
 COPY requirements.txt ./
 RUN pip install --no-cache-dir -r requirements.txt
 
-# Copy source code and model directory after dependencies installed
+# Copy source code and model files
 COPY src/ ./src/
-COPY model/ ./model/
+COPY Hb_predict/tuned_xgboost_model.pkl ./tuned_xgboost_model.pkl
+COPY Hb_predict/scaler.pkl ./scaler.pkl
 
-# Expose the Streamlit default port
+# Expose default Streamlit port
 EXPOSE 8501
 
-# Healthcheck to monitor app readiness (optional but recommended)
+# Optional health check
 HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
   CMD curl --fail http://localhost:8501/_stcore/health || exit 1
 
-# Run the Streamlit app on all network interfaces on port 8501
+# Start Streamlit app
 ENTRYPOINT ["streamlit", "run", "src/streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]