Upload jedi/core/engine.py with huggingface_hub

jedi/core/engine.py

@@ -0,0 +1,326 @@
+"""
+JEDI Core Engine — The Brain of the Swarm
+
+Integrates:
+- Strategic planning (LLM-based)
+- Swarm coordination (multi-agent RL)
+- Threat analysis (pattern recognition)
+- Legal gate (authorization enforcement)
+
+Inspired by: Vitalis Cognitive Substrate + FSI_FELON Chimera
+"""
+
+import json
+import time
+import threading
+import hashlib
+from enum import Enum
+from typing import Optional, Dict, List, Any
+from datetime import datetime
+
+
+class EngineState(Enum):
+    IDLE = "idle"
+    PLANNING = "planning"
+    DEPLOYING = "deploying"
+    ACTIVE = "active"
+    PAUSED = "paused"
+    EMERGENCY = "emergency"
+    SHUTDOWN = "shutdown"
+
+
+class ThreatLevel(Enum):
+    NONE = 0
+    LOW = 1
+    MEDIUM = 2
+    HIGH = 3
+    CRITICAL = 4
+    NATION_STATE = 5
+
+
+class JEDIEngine:
+    """
+    The JEDI Core AI Engine coordinates all nanobot operations.
+    
+    Architecture:
+    - Strategic Planner: Mission decomposition and resource allocation
+    - Swarm Coordinator: Multi-agent orchestration and consensus
+    - Threat Analyzer: Pattern recognition and adversary profiling
+    - Legal Gate: Authorization verification and rules of engagement
+    """
+    
+    def __init__(self, config: Optional[Dict] = None):
+        self.config = config or self._default_config()
+        self.state = EngineState.IDLE
+        self.threat_level = ThreatLevel.NONE
+        self.ledger = Ledger()
+        self.active_missions = {}
+        self.deployed_nanobots = {}
+        self.swarm_memory = SwarmMemory()
+        self._lock = threading.Lock()
+        self._start_time = time.time()
+        
+        self.ledger.log("engine_init", {
+            "version": "0.1.0",
+            "config": self.config,
+            "timestamp": datetime.utcnow().isoformat()
+        })
+    
+    def _default_config(self) -> Dict:
+        return {
+            "max_nanobots": 1000,
+            "max_concurrent_missions": 10,
+            "heartbeat_interval": 30,
+            "self_destruct_timeout": 3600,
+            "legal_gate_required": True,
+            "human_in_loop": True,
+            "swarm_consensus_threshold": 0.7,
+            "threat_auto_escalate": True,
+            "encryption": "post_quantum",
+            "audit_all_actions": True,
+        }
+    
+    def assess_threat(self, intel: Dict) -> ThreatLevel:
+        """Analyze incoming intelligence and assess threat level."""
+        indicators = intel.get("indicators", [])
+        confidence = intel.get("confidence", 0.0)
+        
+        score = 0
+        for indicator in indicators:
+            itype = indicator.get("type", "")
+            severity = indicator.get("severity", 0)
+            
+            if itype == "nation_state_attribution":
+                score += 50
+            elif itype == "apt_group":
+                score += 35
+            elif itype == "ransomware":
+                score += 30
+            elif itype == "data_exfiltration":
+                score += 25
+            elif itype == "lateral_movement":
+                score += 15
+            elif itype == "suspicious_process":
+                score += 10
+            elif itype == "anomalous_traffic":
+                score += 5
+            
+            score += severity
+        
+        score *= confidence
+        
+        if score >= 80:
+            self.threat_level = ThreatLevel.NATION_STATE
+        elif score >= 60:
+            self.threat_level = ThreatLevel.CRITICAL
+        elif score >= 40:
+            self.threat_level = ThreatLevel.HIGH
+        elif score >= 20:
+            self.threat_level = ThreatLevel.MEDIUM
+        elif score >= 5:
+            self.threat_level = ThreatLevel.LOW
+        else:
+            self.threat_level = ThreatLevel.NONE
+        
+        self.ledger.log("threat_assessment", {
+            "score": score,
+            "level": self.threat_level.name,
+            "indicators_count": len(indicators)
+        })
+        
+        return self.threat_level
+    
+    def create_mission(self, mission_config: Dict) -> Dict:
+        """Create a new mission with legal gate verification."""
+        if self.config["legal_gate_required"]:
+            from ..legal.gate import LegalGate
+            gate = LegalGate()
+            auth_result = gate.verify_authorization(mission_config)
+            if not auth_result["authorized"]:
+                return {
+                    "error": "Authorization denied",
+                    "reason": auth_result["reason"],
+                    "required": auth_result["required_level"]
+                }
+        
+        mission_id = hashlib.sha256(
+            f"{time.time()}_{json.dumps(mission_config)}".encode()
+        ).hexdigest()[:16]
+        
+        mission = {
+            "id": mission_id,
+            "config": mission_config,
+            "status": "created",
+            "created_at": datetime.utcnow().isoformat(),
+            "nanobots_deployed": [],
+            "intel_collected": [],
+            "actions_taken": [],
+            "authorization": auth_result if self.config["legal_gate_required"] else {"authorized": True},
+        }
+        
+        with self._lock:
+            self.active_missions[mission_id] = mission
+        
+        self.ledger.log("mission_created", {
+            "mission_id": mission_id,
+            "type": mission_config.get("type", "unknown"),
+            "target": mission_config.get("target", "unknown")
+        })
+        
+        return mission
+    
+    def deploy_nanobot(self, nanobot_type: str, mission_id: str, target: Dict) -> Dict:
+        """Deploy a nanobot to a target."""
+        from .nanobot import Nanobot, NanobotType
+        
+        if mission_id not in self.active_missions:
+            return {"error": "Mission not found"}
+        
+        mission = self.active_missions[mission_id]
+        if mission["status"] == "paused":
+            return {"error": "Mission is paused"}
+        
+        bot = Nanobot(
+            nanobot_type=NanobotType(nanobot_type),
+            mission_id=mission_id,
+            target=target
+        )
+        
+        with self._lock:
+            self.deployed_nanobots[bot.id] = bot
+            mission["nanobots_deployed"].append(bot.id)
+        
+        self.ledger.log("nanobot_deployed", {
+            "bot_id": bot.id,
+            "type": nanobot_type,
+            "mission_id": mission_id,
+            "target": target.get("address", "unknown")
+        })
+        
+        return {
+            "bot_id": bot.id,
+            "type": nanobot_type,
+            "status": "deployed",
+            "mission_id": mission_id
+        }
+    
+    def get_situation_report(self) -> Dict:
+        """Generate a comprehensive situation report."""
+        uptime = time.time() - self._start_time
+        return {
+            "engine_state": self.state.value,
+            "threat_level": self.threat_level.name,
+            "uptime_seconds": round(uptime, 1),
+            "active_missions": len(self.active_missions),
+            "deployed_nanobots": len(self.deployed_nanobots),
+            "mission_details": {
+                mid: {
+                    "status": m["status"],
+                    "nanobots": len(m["nanobots_deployed"]),
+                    "intel_count": len(m["intel_collected"]),
+                    "actions": len(m["actions_taken"])
+                }
+                for mid, m in self.active_missions.items()
+            },
+            "nanobot_status": {
+                bid: {
+                    "type": b.nanobot_type.value,
+                    "state": b.state,
+                    "uptime": round(time.time() - b.deploy_time, 1)
+                }
+                for bid, b in self.deployed_nanobots.items()
+            },
+            "ledger_entries": len(self.ledger.entries),
+            "config": self.config
+        }
+    
+    def emergency_shutdown(self, reason: str):
+        """Emergency shutdown of all operations."""
+        self.state = EngineState.SHUTDOWN
+        
+        with self._lock:
+            for bot_id, bot in self.deployed_nanobots.items():
+                bot.self_destruct()
+            for mission_id, mission in self.active_missions.items():
+                mission["status"] = "emergency_shutdown"
+        
+        self.ledger.log("emergency_shutdown", {
+            "reason": reason,
+            "nanobots_terminated": len(self.deployed_nanobots),
+            "missions_aborted": len(self.active_missions)
+        })
+
+
+class Ledger:
+    """
+    Cryptographic Conscience — Immutable audit trail.
+    Inspired by Vitalis Core's Ledger system.
+    Every action is SHA-256 hashed and chained.
+    """
+    
+    def __init__(self):
+        self.entries = []
+        self._previous_hash = "0" * 64
+    
+    def log(self, event_type: str, data: Dict):
+        entry = {
+            "timestamp": datetime.utcnow().isoformat(),
+            "event_type": event_type,
+            "data": data,
+            "previous_hash": self._previous_hash,
+        }
+        
+        entry_str = json.dumps(entry, sort_keys=True)
+        entry["hash"] = hashlib.sha256(entry_str.encode()).hexdigest()
+        self._previous_hash = entry["hash"]
+        self.entries.append(entry)
+    
+    def verify_integrity(self) -> bool:
+        """Verify the entire ledger chain is unbroken."""
+        previous = "0" * 64
+        for entry in self.entries:
+            if entry["previous_hash"] != previous:
+                return False
+            check = {k: v for k, v in entry.items() if k != "hash"}
+            check_str = json.dumps(check, sort_keys=True)
+            if hashlib.sha256(check_str.encode()).hexdigest() != entry["hash"]:
+                return False
+            previous = entry["hash"]
+        return True
+    
+    def export(self) -> List[Dict]:
+        return list(self.entries)
+
+
+class SwarmMemory:
+    """
+    Shared memory across all nanobots in the swarm.
+    Uses consensus-based writes to prevent corruption.
+    """
+    
+    def __init__(self):
+        self.store = {}
+        self._lock = threading.Lock()
+        self._write_votes = {}
+    
+    def read(self, key: str) -> Optional[Any]:
+        with self._lock:
+            return self.store.get(key)
+    
+    def write(self, key: str, value: Any, voter_id: str):
+        """Consensus-based write — requires multiple nanobot votes."""
+        with self._lock:
+            if key not in self._write_votes:
+                self._write_votes[key] = {}
+            self._write_votes[key][voter_id] = value
+            
+            if len(self._write_votes[key]) >= 3:
+                from collections import Counter
+                values = list(self._write_votes[key].values())
+                most_common = Counter([json.dumps(v, sort_keys=True) for v in values]).most_common(1)[0]
+                self.store[key] = json.loads(most_common[0])
+                del self._write_votes[key]
+    
+    def snapshot(self) -> Dict:
+        with self._lock:
+            return dict(self.store)