#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Modul: app/core/note_payload.py Version: 2.0.0 Zweck ----- Erzeugt ein robustes Note-Payload. Werte wie `retriever_weight`, `chunk_profile` und `edge_defaults` werden in folgender Priorität bestimmt: 1) Frontmatter (Note) 2) Typ-Registry (config/types.yaml: types..*) 3) Registry-Defaults (config/types.yaml: defaults.*) 4) ENV-Defaults (MINDNET_DEFAULT_RETRIEVER_WEIGHT / MINDNET_DEFAULT_CHUNK_PROFILE) """ from __future__ import annotations from typing import Any, Dict, Tuple, Optional import os import json import pathlib try: import yaml # type: ignore except Exception: yaml = None # --------------------------------------------------------------------------- # Helper # --------------------------------------------------------------------------- def _as_dict(x) -> Dict[str, Any]: """Versucht, ein ParsedMarkdown-ähnliches Objekt in ein Dict zu überführen.""" if isinstance(x, dict): return dict(x) out: Dict[str, Any] = {} # bekannte Attribute übernehmen, sofern vorhanden for attr in ( "frontmatter", "body", "id", "note_id", "title", "path", "tags", "type", "created", "modified", "date", ): if hasattr(x, attr): val = getattr(x, attr) if val is not None: out[attr] = val # Fallback: wenn immer noch leer, raw speichern if not out: out["raw"] = str(x) return out def _pick_args(*args, **kwargs) -> Tuple[Optional[str], Optional[dict]]: """Extrahiert optionale Zusatzargumente wie path und types_cfg.""" path = kwargs.get("path") or (args[0] if args else None) types_cfg = kwargs.get("types_cfg") or kwargs.get("types") or None return path, types_cfg def _env_float(name: str, default: float) -> float: """Liest einen Float-Wert aus der Umgebung, mit robustem Fallback.""" try: return float(os.environ.get(name, default)) except Exception: return default def _ensure_list(x) -> list: """Garantiert eine String-Liste.""" if x is None: return [] if isinstance(x, list): return [str(i) for i in x] if isinstance(x, (set, tuple)): return [str(i) for i in x] return [str(x)] # --------------------------------------------------------------------------- # Type-Registry laden # --------------------------------------------------------------------------- def _load_types_config(explicit_cfg: Optional[dict] = None) -> dict: """Lädt die Type-Registry aus YAML/JSON oder nutzt ein explizit übergebenes Dict.""" if explicit_cfg and isinstance(explicit_cfg, dict): return explicit_cfg path = os.getenv("MINDNET_TYPES_FILE") or "./config/types.yaml" if not os.path.isfile(path) or yaml is None: return {} try: with open(path, "r", encoding="utf-8") as f: data = yaml.safe_load(f) or {} return data if isinstance(data, dict) else {} except Exception: return {} def _cfg_for_type(note_type: str, reg: dict) -> dict: """Liefert die Konfiguration für einen konkreten Notiztyp aus der Registry.""" if not isinstance(reg, dict): return {} types = reg.get("types") if isinstance(reg.get("types"), dict) else reg return types.get(note_type, {}) if isinstance(types, dict) else {} def _cfg_defaults(reg: dict) -> dict: """Liefert den Default-Block aus der Registry (defaults/global).""" if not isinstance(reg, dict): return {} for key in ("defaults", "default", "global"): v = reg.get(key) if isinstance(v, dict): return v return {} # --------------------------------------------------------------------------- # Haupt-API # --------------------------------------------------------------------------- def make_note_payload(note: Any, *args, **kwargs) -> Dict[str, Any]: """ Baut das Note-Payload für mindnet_notes auf. Erwartete Felder im Payload: - note_id: stabile ID aus Frontmatter (id) oder Note-Objekt - title: Titel der Notiz - type: Notiztyp (z. B. concept, project, journal, ...) - path: Pfad im Vault - retriever_weight: effektives Gewicht für den Retriever - chunk_profile: Profil für Chunking (short|medium|long|default|...) - edge_defaults: Liste von Kanten-Typen, die als Defaults gelten """ n = _as_dict(note) path_arg, types_cfg_explicit = _pick_args(*args, **kwargs) reg = _load_types_config(types_cfg_explicit) fm = n.get("frontmatter") or {} fm_type = fm.get("type") or n.get("type") or "concept" note_type = str(fm_type) cfg_type = _cfg_for_type(note_type, reg) cfg_def = _cfg_defaults(reg) # --- retriever_weight: Frontmatter > Typ-Config > Registry-Defaults > ENV --- default_rw = _env_float("MINDNET_DEFAULT_RETRIEVER_WEIGHT", 1.0) retriever_weight = fm.get("retriever_weight") if retriever_weight is None: retriever_weight = cfg_type.get( "retriever_weight", cfg_def.get("retriever_weight", default_rw), ) try: retriever_weight = float(retriever_weight) except Exception: retriever_weight = default_rw # --- chunk_profile: Frontmatter > Typ-Config > Registry-Defaults > ENV --- chunk_profile = fm.get("chunk_profile") if chunk_profile is None: chunk_profile = cfg_type.get( "chunk_profile", cfg_def.get( "chunk_profile", os.environ.get("MINDNET_DEFAULT_CHUNK_PROFILE", "medium"), ), ) if not isinstance(chunk_profile, str): chunk_profile = "medium" # --- edge_defaults: Frontmatter > Typ-Config > Registry-Defaults --- edge_defaults = fm.get("edge_defaults") if edge_defaults is None: edge_defaults = cfg_type.get( "edge_defaults", cfg_def.get("edge_defaults", []), ) edge_defaults = _ensure_list(edge_defaults) # --- Basis-Metadaten (IDs, Titel, Pfad) --- note_id = n.get("note_id") or n.get("id") or fm.get("id") title = n.get("title") or fm.get("title") or "" path = n.get("path") or path_arg if isinstance(path, pathlib.Path): path = str(path) payload: Dict[str, Any] = { "note_id": note_id, "title": title, "type": note_type, "path": path or "", "retriever_weight": retriever_weight, "chunk_profile": chunk_profile, "edge_defaults": edge_defaults, } # Tags / Keywords übernehmen tags = fm.get("tags") or fm.get("keywords") or n.get("tags") if tags: payload["tags"] = _ensure_list(tags) # Zeitliche Metadaten (sofern vorhanden) for k in ("created", "modified", "date"): v = fm.get(k) or n.get(k) if v: payload[k] = str(v) # JSON-Roundtrip zur harten Validierung (ASCII beibehalten) json.loads(json.dumps(payload, ensure_ascii=False)) return payload