entrypoint.sh

#!/bin/bash
# entrypoint.sh for Hugging Face Spaces

export MLFLOW_ALLOW_FILE_STORE=true

echo "Configuring DVC authentication..."
dvc remote modify origin --local auth basic
dvc remote modify origin --local user SadeepSachintha
dvc remote modify origin --local password $DAGSHUB_USER_TOKEN

echo "Pulling data from DVC..."
dvc pull --force

echo "Fixing MLflow absolute paths for cloud deployment..."
find mlruns \( -name "meta.yaml" -o -name "MLmodel" \) -exec sed -i 's|file:.*mlruns|file:///app/mlruns|g' {} +

# Start FastAPI in the background
uvicorn src.models.api:app --host 0.0.0.0 --port 8000 &

# Start Streamlit in the foreground on port 7860
streamlit run src/models/dashboard.py --server.port 7860 --server.address 0.0.0.0