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Enterprise Adversarial ML Governance Engine v5.0 LTS
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ο»Ώ#!/usr/bin/env python3
"""
πŸš€ MINIMAL WORKING API ENTERPRISE - UTF-8 SAFE
Enterprise Adversarial ML Governance Engine API
"""
import sys
import os
# Force UTF-8 encoding
if sys.stdout.encoding != 'UTF-8':
sys.stdout.reconfigure(encoding='utf-8')
from fastapi import FastAPI, HTTPException
from fastapi.responses import JSONResponse
import uvicorn
from datetime import datetime
from typing import Dict, Any
import json
print("\n" + "="*60)
print("πŸš€ MINIMAL ENTERPRISE ADVERSARIAL ML GOVERNANCE ENGINE")
print("="*60)
# Try to import Phase 5
PHASE5_AVAILABLE = False
phase5_engine = None
try:
from autonomous.core.database_engine import DatabaseAwareEngine
PHASE5_AVAILABLE = True
print("βœ… Phase 5 engine available")
except ImportError as e:
print(f"⚠️ Phase 5 not available: {e}")
if PHASE5_AVAILABLE:
try:
phase5_engine = DatabaseAwareEngine()
print(f"βœ… Phase 5 engine initialized")
except Exception as e:
print(f"⚠️ Phase 5 engine failed: {e}")
phase5_engine = None
app = FastAPI(
title="Enterprise Adversarial ML Governance Engine API",
description="Minimal working API with Phase 5 integration",
version="5.0.0 LTS"
)
@app.get("/")
async def root():
"""Root endpoint"""
return {
"service": "Enterprise Adversarial ML Governance Engine",
"version": "5.0.0",
"phase": "5.1" if phase5_engine else "4.0",
"status": "operational",
"timestamp": datetime.utcnow().isoformat()
}
@app.get("/api/health")
async def health_check():
"""Health check endpoint"""
health = {
"timestamp": datetime.utcnow().isoformat(),
"status": "healthy",
"version": "5.0.0",
"phase": "5.1" if phase5_engine else "4.0",
"components": {
"api": "operational",
"adversarial_defense": "ready",
"autonomous_engine": "ready"
}
}
if phase5_engine:
try:
ecosystem_health = phase5_engine.get_ecosystem_health()
health["ecosystem"] = ecosystem_health
health["components"]["database_memory"] = "operational"
except Exception as e:
health["ecosystem"] = {"status": "error", "message": str(e)}
health["components"]["database_memory"] = "degraded"
return JSONResponse(content=health)
@app.get("/api/ecosystem")
async def ecosystem_status():
"""Get ecosystem status"""
if not phase5_engine:
raise HTTPException(status_code=503, detail="Phase 5 engine not available")
try:
health = phase5_engine.get_ecosystem_health()
return health
except Exception as e:
raise HTTPException(status_code=500, detail=f"Ecosystem check failed: {str(e)}")
@app.post("/api/predict")
async def predict(data: Dict[str, Any]):
"""Mock prediction endpoint"""
return {
"prediction": "protected",
"confidence": 0.95,
"adversarial_check": "passed",
"model": "mnist_cnn_fixed",
"parameters": 207018,
"timestamp": datetime.utcnow().isoformat()
}
if __name__ == "__main__":
print(f"\nπŸ“Š System Status:")
print(f" Phase 5: {'βœ… Available' if phase5_engine else '❌ Not available'}")
if phase5_engine:
print(f" Database mode: {phase5_engine.database_mode}")
print(f" System state: {phase5_engine.system_state}")
print("\n🌐 Starting API server...")
print(" Docs: http://localhost:8000/docs")
print(" Health: http://localhost:8000/api/health")
print(" Stop: Ctrl+C")
print("\n" + "="*60)
uvicorn.run(
app,
host="0.0.0.0",
port=8000,
log_level="info"
)