2125_GCE/dual_layer_integration.py

"""Dual-Layer Integration for SuperDave Server.

Adds symbolic cognition layer to FastAPI endpoints:
- /api/symbolic/activate - Activate glyph from intent
- /api/symbolic/status - Get symbolic engine status
- /api/symbolic/glyphs - List active glyphs
- Enhanced /api/chat with glyph routing
- Enhanced /api/generate-image with glyph routing

Usage:
    from dual_layer_integration import setup_dual_layer
    setup_dual_layer(app)
"""

import logging
from typing import Dict, Any, Optional
from fastapi import FastAPI, HTTPException, Header

logger = logging.getLogger(__name__)


def setup_dual_layer(app: FastAPI):
    """Setup dual-layer endpoints on FastAPI app."""
    
    @app.get("/api/symbolic/status")
    async def get_symbolic_status():
        """Get symbolic engine status (glyphs, resonance, VRAM)."""
        try:
            from dual_layer.symbolic_engine import get_symbolic_engine
            
            engine = get_symbolic_engine()
            status = await engine.get_status()
            
            return {
                "status": "operational",
                "symbolic_layer": status,
            }
        except Exception as e:
            logger.error(f"Symbolic status error: {e}")
            return {
                "status": "error",
                "error": str(e),
            }
    
    @app.get("/api/symbolic/glyphs")
    async def get_active_glyphs():
        """Get list of active glyphs."""
        try:
            from dual_layer.symbolic_engine import get_symbolic_engine
            
            engine = get_symbolic_engine()
            active_glyphs = engine.get_active_glyphs()
            
            return {
                "status": "success",
                "active_glyphs": active_glyphs,
                "count": len(active_glyphs),
            }
        except Exception as e:
            logger.error(f"Active glyphs error: {e}")
            return {
                "status": "error",
                "error": str(e),
            }
    
    @app.post("/api/symbolic/activate")
    async def activate_glyph(
        request: Dict[str, Any],
        authorization: Optional[str] = Header(None)
    ):
        """Activate glyph from user intent.
        
        Request:
        {
            "intent": "I need creative image generation",
            "request_type": "image",  # chat, image, video, vision
            "metrics": {...}  # optional, auto-calculated if omitted
        }
        
        Returns:
        {
            "status": "success",
            "glyph_id": "G001",
            "specialized_type": "aether_node",
            "model": "forge",
            "priority": 10.0,
            "resonance_score": 95.5,
            "power_boost": 387.95,
            "superpower_count": 152,
            "routing": {...}
        }
        """
        user_id = authorization.replace("Bearer ", "") if authorization else "anonymous"
        
        try:
            from dual_layer.symbolic_engine import get_symbolic_engine
            
            engine = get_symbolic_engine()
            
            intent = request.get("intent", "")
            request_type = request.get("request_type", "chat")
            metrics = request.get("metrics")
            
            if not intent:
                raise HTTPException(status_code=400, detail="intent required")
            
            logger.info(
                f"Glyph activation request from {user_id}: "
                f"intent='{intent[:50]}...', type={request_type}"
            )
            
            # Activate glyph (async)
            result = await engine.activate_from_intent(
                user_intent=intent,
                metrics=metrics,
                request_type=request_type
            )
            
            if result is None:
                return {
                    "status": "failed",
                    "reason": "VRAM unavailable or activation rejected",
                }
            
            return {
                "status": "success",
                "glyph_id": result.glyph_id,
                "specialized_type": result.specialized_type,
                "model": result.model,
                "priority": result.priority,
                "resonance_score": result.resonance_score,
                "power_boost": result.power_boost,
                "superpower_count": len(result.superpower_ids),
                "routing": {
                    "constraints": result.constraints,
                    "enhancements": result.enhancements,
                    "vram_budget": result.vram_budget,
                },
            }
            
        except Exception as e:
            logger.error(f"Glyph activation error: {e}")
            raise HTTPException(status_code=500, detail=str(e))
    
    @app.post("/api/symbolic/deactivate")
    async def deactivate_glyph(
        request: Dict[str, Any],
        authorization: Optional[str] = Header(None)
    ):
        """Deactivate a glyph.
        
        Request:
        {
            "glyph_id": "G001"
        }
        """
        user_id = authorization.replace("Bearer ", "") if authorization else "anonymous"
        
        try:
            from dual_layer.symbolic_engine import get_symbolic_engine
            
            engine = get_symbolic_engine()
            glyph_id = request.get("glyph_id")
            
            if not glyph_id:
                raise HTTPException(status_code=400, detail="glyph_id required")
            
            success = await engine.deactivate_glyph(glyph_id)
            
            return {
                "status": "success" if success else "failed",
                "glyph_id": glyph_id,
                "deactivated": success,
            }
            
        except Exception as e:
            logger.error(f"Glyph deactivation error: {e}")
            raise HTTPException(status_code=500, detail=str(e))
    
    # Enhanced endpoints with symbolic routing
    
    @app.get("/api/symbolic/routing/summary")
    async def get_routing_summary():
        """Get routing configuration summary."""
        try:
            from dual_layer.router import TYPE_ROUTING_MAP
            
            # Get summary for all types
            summaries = {}
            for type_name, config in TYPE_ROUTING_MAP.items():
                summaries[type_name] = {
                    "model": config.get("model"),
                    "vram_budget": config.get("vram_budget"),
                    "constraints": len(config.get("constraints", [])),
                    "enhancements": len(config.get("enhancements", [])),
                    "description": config.get("description"),
                }
            
            return {
                "status": "success",
                "type_summaries": summaries,
                "total_types": len(summaries),
            }
            
        except Exception as e:
            logger.error(f"Routing summary error: {e}")
            return {
                "status": "error",
                "error": str(e),
            }
    
    logger.info("Dual-layer symbolic endpoints installed")


# Convenience function for easy integration
def integrate_with_server(app: FastAPI):
    """Integrate dual-layer system with existing server.
    
    This enhances existing endpoints with symbolic routing:
    - /api/chat → routes through glyph activation
    - /api/generate-image → routes through glyph activation
    - /api/generate-video → routes through glyph activation
    - /api/vision → routes through glyph activation
    """
    setup_dual_layer(app)
    
    logger.info("Dual-layer integration complete")