Create Dockerfile

Dockerfile

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+# Use an official Python image as the base image
+FROM python:3.9-slim
+
+# Set the working directory inside the container
+WORKDIR /app
+
+# Copy the current directory contents to the container
+COPY . /app
+
+# Install required system dependencies (optional, modify as needed)
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    git && \
+    rm -rf /var/lib/apt/lists/*
+
+# Install Python dependencies from requirements.txt (if available)
+# Create a requirements.txt file with all necessary packages
+RUN pip install --no-cache-dir notebook pandas mlflow
+
+# Expose the default Jupyter Notebook port
+EXPOSE 8888
+
+# Add a runtime argument for authentication (optional)
+ARG CR_PAT
+ARG USERNAME
+
+# Default command to run the Jupyter Notebook
+CMD ["jupyter", "notebook", "--ip=0.0.0.0", "--port=8888", "--no-browser", "--allow-root"]