.PHONY: install run-fastapi run-flask test clean help

# Default Python interpreter
PYTHON := python3

# Default ports
FASTAPI_PORT := 8000
FLASK_PORT := 5000

help:
	@echo "XGBoost Multi-Label Classification API"
	@echo ""
	@echo "Usage:"
	@echo "  make install       Install Python dependencies"
	@echo "  make run-fastapi   Start FastAPI server (port $(FASTAPI_PORT))"
	@echo "  make run-flask     Start Flask server (port $(FLASK_PORT))"
	@echo "  make test          Run the inference example"
	@echo "  make clean         Clean up cache files"
	@echo ""

install:
	$(PYTHON) -m pip install -r requirements.txt

run-fastapi:
	$(PYTHON) xgb_fastapi.py --port $(FASTAPI_PORT)

run-fastapi-dev:
	$(PYTHON) xgb_fastapi.py --port $(FASTAPI_PORT) --reload

run-flask:
	$(PYTHON) xgb_rest_api.py --port $(FLASK_PORT)

run-flask-debug:
	$(PYTHON) xgb_rest_api.py --port $(FLASK_PORT) --debug

test:
	$(PYTHON) xgb_inference_example.py

clean:
	find . -type d -name "__pycache__" -exec rm -rf {} + 2>/dev/null || true
	find . -type f -name "*.pyc" -delete 2>/dev/null || true
	find . -type f -name "*.pyo" -delete 2>/dev/null || true