Initial commit

Makefile

@@ -0,0 +1,42 @@
+.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