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"""
backend/api/memory_router.py β€” Unified Memory Router (ARCH-K2.3)

Espone /api/memory come interfaccia unica per tutti i layer di memoria:
  GET  /api/memory         β€” lista/ricerca voci (layer, query, limit)
  POST /api/memory         β€” scrivi voce (layer, key, value/content)
  GET  /api/memory/stats   β€” statistiche aggregate tutti i layer

Layer agent: persistito su Supabase (agent_memory) con fallback in-memory.
Layer episodic/semantic/reflection: delegati a MemoryManager se disponibile.

ROUTING CF PAGES: /api/memory (non /api/memory/compress o /semantic) β†’ BRAIN
Nessuna modifica a [[catchall]].ts necessaria.

NOTA: percorsi /api/memory/agent e /api/memory/decision giΓ  gestiti da _mem_router
e _decision_router. Questo router aggiunge SOLO /api/memory (radice) e /api/memory/stats.
"""
import time
import logging
from typing import Optional

from fastapi import APIRouter, Depends, Query
from fastapi.responses import JSONResponse
from pydantic import BaseModel

from .auth_guard import require_role, AuthRole
from .state import _sb, _mem_fallback

_logger = logging.getLogger("api.memory_router")

router = APIRouter(dependencies=[Depends(require_role(AuthRole.MACHINE))])


class MemoryWriteBody(BaseModel):
    layer:    str = "agent"       # agent | episodic | semantic | reflection
    key:      Optional[str] = None
    value:    Optional[str] = None
    task:     Optional[str] = None   # alias per episodic/semantic
    content:  Optional[str] = None   # alias per value
    category: str = "general"
    success:  bool = True
    tags:     list[str] = []


# ── GET /api/memory ───────────────────────────────────────────────────────────
@router.get("/api/memory")
async def list_memory(
    layer: str = Query(default="agent", description="agent | episodic | semantic | reflection | all"),
    query: Optional[str] = Query(default=None, description="testo da cercare"),
    limit: int = Query(default=50, ge=1, le=500),
):
    """
    Lista o cerca voci in uno o tutti i layer di memoria.
    - layer=agent (default): legge da Supabase agent_memory + fallback in-memory
    - layer=all + query: ricerca cross-layer tramite MemoryManager
    """
    result: dict = {}

    # ── AGENT layer: Supabase + in-memory fallback ────────────────────────────
    if layer in ("agent", "all"):
        entries: list[dict] = []
        if _sb:
            try:
                res = (
                    _sb.table("agent_memory")
                    .select("*")
                    .order("updated_at", desc=True)
                    .limit(limit)
                    .execute()
                )
                entries = [
                    {
                        "key":       r["key"],
                        "value":     r["value"],
                        "category":  r.get("category", "general"),
                        "updatedAt": r.get("updated_at", 0),
                        "layer":     "agent",
                    }
                    for r in (res.data or [])
                ]
                if query:
                    q = query.lower()
                    entries = [
                        e for e in entries
                        if q in e["key"].lower() or q in e["value"].lower()
                    ]
            except Exception as exc:
                _logger.warning("[memory_router] Supabase agent list: %s", exc)
        if not entries:
            fallback_vals = list(_mem_fallback.values())[:limit]
            entries = [
                {**v, "layer": "agent"}
                for v in fallback_vals
                if not query or (
                    query.lower() in v.get("key", "").lower()
                    or query.lower() in v.get("value", "").lower()
                )
            ]
        result["agent"] = entries

    # ── MemoryManager layers (episodic / semantic / reflection) ───────────────
    if layer in ("semantic", "episodic", "reflection", "all"):
        _mm_layer = None if layer == "all" else layer
        _search_q = query or ""
        if _search_q or layer != "all":  # evita scan inutile su all senza query
            try:
                # Import lazy: MemoryManager inizializzato in _on_startup, non all'import
                from memory.manager import _global_manager as _mm  # type: ignore[import]
                if _mm is not None:
                    hits = await _mm.search(_search_q, n=limit, layer=_mm_layer)
                    result[layer if layer != "all" else "multiLayer"] = hits
            except Exception as exc:
                _logger.debug("[memory_router] MemoryManager layer='%s': %s", layer, exc)

    return {"layer": layer, "query": query, "results": result}


# ── POST /api/memory ──────────────────────────────────────────────────────────
@router.post("/api/memory")
async def write_memory(body: MemoryWriteBody):
    """
    Scrive una voce di memoria nel layer specificato.
    - layer agent: upsert su Supabase + fallback in-memory
    - layer episodic/semantic/reflection: delega a MemoryManager.save_episode
    """
    now = int(time.time() * 1000)

    # ── AGENT layer ───────────────────────────────────────────────────────────
    if body.layer == "agent":
        key   = body.key or f"auto_{now}"
        value = body.value or body.content or ""
        record = {
            "key": key, "value": value,
            "category": body.category,
            "createdAt": now, "updatedAt": now,
        }
        _mem_fallback[key] = record  # garanzia immediata
        if _sb:
            try:
                _sb.table("agent_memory").upsert(
                    {
                        "key": key, "value": value,
                        "category": body.category,
                        "created_at": now, "updated_at": now,
                    },
                    on_conflict="key",
                ).execute()
            except Exception as exc:
                _logger.warning("[memory_router] Supabase write (fallback attivo): %s", exc)
        return {"ok": True, "layer": "agent", "key": key}

    # ── MemoryManager layers ──────────────────────────────────────────────────
    if body.layer in ("episodic", "semantic", "reflection"):
        try:
            from memory.manager import _global_manager as _mm  # type: ignore[import]
            if _mm is None:
                return JSONResponse(
                    status_code=503,
                    content={"ok": False, "error": "MemoryManager non inizializzato"},
                )
            task    = body.task or body.key or f"auto_{now}"
            content = body.content or body.value or ""
            await _mm.save_episode(
                type_=body.layer, task=task,
                output=content, success=body.success,
                tags=body.tags or None,
            )
            return {"ok": True, "layer": body.layer, "task": task}
        except Exception as exc:
            _logger.warning("[memory_router] MemoryManager write '%s': %s", body.layer, exc)
            return JSONResponse(status_code=500, content={"ok": False, "error": str(exc)})

    return JSONResponse(
        status_code=400,
        content={
            "ok": False,
            "error": (
                f"layer '{body.layer}' non supportato. "
                "Valori validi: agent | episodic | semantic | reflection"
            ),
        },
    )


# ── GET /api/memory/stats ─────────────────────────────────────────────────────
@router.get("/api/memory/stats")
async def memory_stats():
    """
    Statistiche aggregate di tutti i layer di memoria.
    Combina: conteggio Supabase agent_memory + stats MemoryManager (episodic/semantic/reflection).
    """
    stats: dict = {}

    # Agent layer
    agent_count = len(_mem_fallback)
    supabase_ok = False
    if _sb:
        try:
            res = _sb.table("agent_memory").select("key", count="exact").execute()
            if res.count is not None:
                agent_count = res.count
            supabase_ok = True
        except Exception as exc:
            _logger.debug("[memory_router] stats agent count: %s", exc)
    stats["agent"] = {
        "count":    agent_count,
        "supabase": supabase_ok,
        "fallback_entries": len(_mem_fallback),
    }

    # MemoryManager layers
    try:
        from memory.manager import _global_manager as _mm  # type: ignore[import]
        if _mm is not None:
            mgr_stats = _mm.stats()
            stats.update(mgr_stats)
    except Exception as exc:
        _logger.debug("[memory_router] MemoryManager stats: %s", exc)

    return {"stats": stats, "layers": list(stats.keys())}