api changes

Dockerfile

@@ -24,4 +24,4 @@ HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
     CMD python -c "import requests; requests.get('http://localhost:7860/health')"
 
 # Run the application
-CMD ["uvicorn", "DataService.api:app", "--host", "0.0.0.0", "--port", "7860"]
+CMD ["uvicorn", "api.greedyoptim_api:app", "--host", "0.0.0.0", "--port", "7860"]

api/greedyoptim_api.py

@@ -571,4 +571,4 @@ async def validate_data(request: ScheduleOptimizationRequest):
 
 if __name__ == "__main__":
     import uvicorn
-    uvicorn.run(app, host="0.0.0.0", port=8001)
+    uvicorn.run(app, host="0.0.0.0", port=7860)

api/run_greedyoptim_api.py

@@ -1,42 +0,0 @@
-#!/usr/bin/env python3
-"""
-Startup script for GreedyOptim API
-Run this to start the advanced optimization API service
-"""
-import sys
-import os
-
-# Add parent directory to path
-sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-
-if __name__ == "__main__":
-    import uvicorn
-    
-    print("=" * 70)
-    print("GreedyOptim Scheduling API")
-    print("=" * 70)
-    print()
-    print("Starting FastAPI server on port 8001...")
-    print()
-    print("API Documentation:      http://localhost:8001/docs")
-    print("Alternative Docs:       http://localhost:8001/redoc")
-    print("Health Check:           http://localhost:8001/health")
-    print("Available Methods:      http://localhost:8001/methods")
-    print()
-    print("Main Endpoints:")
-    print("  POST /optimize              - Optimize with custom data")
-    print("  POST /compare               - Compare multiple methods")
-    print("  POST /generate-synthetic    - Generate test data")
-    print("  POST /validate              - Validate data structure")
-    print()
-    print("=" * 70)
-    print()
-    
-    # Run the API
-    uvicorn.run(
-        "api.greedyoptim_api:app",
-        host="0.0.0.0",
-        port=8001,
-        reload=True,
-        log_level="info"
-    )

docker-compose.yml

@@ -1,23 +0,0 @@
-# Docker Compose for Metro Train Scheduling System
-version: '3.8'
-
-services:
-  api:
-    build: .
-    container_name: metro-scheduler-api
-    ports:
-      - "8000:8000"
-    environment:
-      - PYTHONUNBUFFERED=1
-    volumes:
-      - ./logs:/app/logs
-    restart: unless-stopped
-    healthcheck:
-      test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
-      interval: 30s
-      timeout: 3s
-      retries: 3
-      start_period: 10s
-
-volumes:
-  logs: