Lars
742792770c
Introduce a new method for persisting rejected edges for audit purposes, enhancing traceability and validation logic. Update the decision engine to utilize a generic fallback template for improved error handling during LLM validation. Revise documentation across multiple files to reflect the new versioning, context, and features related to Phase 3 validation, including automatic mirror edges and note-scope zones. This update ensures better graph integrity and validation accuracy in the ingestion process.
494 lines
25 KiB
Python
494 lines
25 KiB
Python
"""
|
|
FILE: app/core/ingestion/ingestion_processor.py
|
|
DESCRIPTION: Der zentrale IngestionService (Orchestrator).
|
|
WP-25a: Integration der Mixture of Experts (MoE) Architektur.
|
|
WP-15b: Two-Pass Workflow mit globalem Kontext-Cache.
|
|
WP-20/22: Cloud-Resilienz und Content-Lifecycle integriert.
|
|
AUDIT v4.2.4:
|
|
- GOLD-STANDARD v4.2.4: Hash-basierte Change-Detection (MINDNET_CHANGE_DETECTION_MODE).
|
|
- Wiederherstellung des iterativen Abgleichs basierend auf Inhalts-Hashes.
|
|
- Phase 2 verwendet exakt dieselbe ID-Generierung wie Phase 1 (inkl. target_section).
|
|
- Authority-Check in Phase 2 prüft mit konsistenter ID-Generierung.
|
|
- Eliminiert Duplikate durch inkonsistente ID-Generierung (Steinzeitaxt-Problem).
|
|
VERSION: 4.2.4 (WP-24c: Hash-Integrität)
|
|
STATUS: Active
|
|
"""
|
|
import logging
|
|
import asyncio
|
|
import os
|
|
import re
|
|
from typing import Dict, List, Optional, Tuple, Any
|
|
|
|
# Core Module Imports
|
|
from app.core.parser import (
|
|
read_markdown, pre_scan_markdown, normalize_frontmatter,
|
|
validate_required_frontmatter, NoteContext
|
|
)
|
|
from app.core.chunking import assemble_chunks
|
|
# WP-24c: Import der zentralen Identitäts-Logik
|
|
from app.core.graph.graph_utils import _mk_edge_id
|
|
|
|
# Datenbank-Ebene (Modularisierte database-Infrastruktur)
|
|
from app.core.database.qdrant import QdrantConfig, get_client, ensure_collections, ensure_payload_indexes
|
|
from app.core.database.qdrant_points import points_for_chunks, points_for_note, points_for_edges, upsert_batch
|
|
from qdrant_client.http import models as rest
|
|
|
|
# Services
|
|
from app.services.embeddings_client import EmbeddingsClient
|
|
from app.services.edge_registry import registry as edge_registry
|
|
from app.services.llm_service import LLMService
|
|
|
|
# Package-Interne Imports (Refactoring WP-14)
|
|
from .ingestion_utils import load_type_registry, resolve_note_type, get_chunk_config_by_profile
|
|
from .ingestion_db import fetch_note_payload, artifacts_missing, purge_artifacts, is_explicit_edge_present
|
|
from .ingestion_validation import validate_edge_candidate
|
|
from .ingestion_note_payload import make_note_payload
|
|
from .ingestion_chunk_payload import make_chunk_payloads
|
|
|
|
# Fallback für Edges (Struktur-Verknüpfung)
|
|
try:
|
|
from app.core.graph.graph_derive_edges import build_edges_for_note
|
|
except ImportError:
|
|
def build_edges_for_note(*args, **kwargs): return []
|
|
|
|
logger = logging.getLogger(__name__)
|
|
|
|
class IngestionService:
|
|
def __init__(self, collection_prefix: str = None):
|
|
"""Initialisiert den Service und nutzt die neue database-Infrastruktur."""
|
|
from app.config import get_settings
|
|
self.settings = get_settings()
|
|
|
|
# --- LOGGING CLEANUP ---
|
|
# Unterdrückt Bibliotheks-Lärm, erhält aber inhaltliche Service-Logs
|
|
for lib in ["httpx", "httpcore", "qdrant_client", "urllib3", "openai"]:
|
|
logging.getLogger(lib).setLevel(logging.WARNING)
|
|
|
|
self.prefix = collection_prefix or self.settings.COLLECTION_PREFIX
|
|
self.cfg = QdrantConfig.from_env()
|
|
self.cfg.prefix = self.prefix
|
|
self.client = get_client(self.cfg)
|
|
|
|
self.registry = load_type_registry()
|
|
self.embedder = EmbeddingsClient()
|
|
self.llm = LLMService()
|
|
|
|
# WP-25a: Auflösung der Dimension über das Embedding-Profil (MoE)
|
|
embed_cfg = self.llm.profiles.get("embedding_expert", {})
|
|
self.dim = embed_cfg.get("dimensions") or self.settings.VECTOR_SIZE
|
|
|
|
self.active_hash_mode = self.settings.CHANGE_DETECTION_MODE
|
|
|
|
# WP-15b: Kontext-Gedächtnis für ID-Auflösung (Globaler Cache)
|
|
self.batch_cache: Dict[str, NoteContext] = {}
|
|
|
|
# WP-24c: Puffer für Phase 2 (Symmetrie-Injektion am Ende des gesamten Imports)
|
|
self.symmetry_buffer: List[Dict[str, Any]] = []
|
|
|
|
try:
|
|
ensure_collections(self.client, self.prefix, self.dim)
|
|
ensure_payload_indexes(self.client, self.prefix)
|
|
except Exception as e:
|
|
logger.warning(f"DB initialization warning: {e}")
|
|
|
|
def _persist_rejected_edges(self, note_id: str, rejected_edges: List[Dict[str, Any]]) -> None:
|
|
"""
|
|
WP-24c v4.5.9: Persistiert abgelehnte Kanten für Audit-Zwecke.
|
|
|
|
Schreibt rejected_edges in eine JSONL-Datei im _system Ordner oder logs/rejected_edges.log.
|
|
Dies ermöglicht die Analyse der Ablehnungsgründe und Verbesserung der Validierungs-Logik.
|
|
|
|
Args:
|
|
note_id: ID der Note, zu der die abgelehnten Kanten gehören
|
|
rejected_edges: Liste von abgelehnten Edge-Dicts
|
|
"""
|
|
if not rejected_edges:
|
|
return
|
|
|
|
import json
|
|
import os
|
|
from datetime import datetime
|
|
|
|
# WP-24c v4.5.9: Erstelle Log-Verzeichnis falls nicht vorhanden
|
|
log_dir = "logs"
|
|
if not os.path.exists(log_dir):
|
|
os.makedirs(log_dir)
|
|
|
|
log_file = os.path.join(log_dir, "rejected_edges.log")
|
|
|
|
# WP-24c v4.5.9: Schreibe als JSONL (eine Kante pro Zeile)
|
|
try:
|
|
with open(log_file, "a", encoding="utf-8") as f:
|
|
for edge in rejected_edges:
|
|
log_entry = {
|
|
"timestamp": datetime.now().isoformat(),
|
|
"note_id": note_id,
|
|
"edge": {
|
|
"kind": edge.get("kind", "unknown"),
|
|
"source_id": edge.get("source_id", "unknown"),
|
|
"target_id": edge.get("target_id") or edge.get("to", "unknown"),
|
|
"scope": edge.get("scope", "unknown"),
|
|
"provenance": edge.get("provenance", "unknown"),
|
|
"rule_id": edge.get("rule_id", "unknown"),
|
|
"confidence": edge.get("confidence", 0.0),
|
|
"target_section": edge.get("target_section")
|
|
}
|
|
}
|
|
f.write(json.dumps(log_entry, ensure_ascii=False) + "\n")
|
|
|
|
logger.debug(f"📝 [AUDIT] {len(rejected_edges)} abgelehnte Kanten für '{note_id}' in {log_file} gespeichert")
|
|
except Exception as e:
|
|
logger.error(f"❌ [AUDIT] Fehler beim Speichern der rejected_edges: {e}")
|
|
|
|
def _is_valid_id(self, text: Optional[str]) -> bool:
|
|
"""WP-24c: Prüft IDs auf fachliche Validität (Ghost-ID Schutz)."""
|
|
if not text or not isinstance(text, str) or len(text.strip()) < 2:
|
|
return False
|
|
blacklisted = {"none", "unknown", "insight", "source", "task", "project", "person", "concept"}
|
|
if text.lower().strip() in blacklisted:
|
|
return False
|
|
return True
|
|
|
|
async def run_batch(self, file_paths: List[str], vault_root: str) -> Dict[str, Any]:
|
|
"""
|
|
WP-15b: Phase 1 des Two-Pass Workflows.
|
|
Verarbeitet Batches und schreibt NUR Nutzer-Autorität (explizite Kanten).
|
|
"""
|
|
self.batch_cache.clear()
|
|
logger.info(f"--- 🔍 START BATCH PHASE 1 ({len(file_paths)} Dateien) ---")
|
|
|
|
# 1. Schritt: Pre-Scan (Context-Cache füllen)
|
|
for path in file_paths:
|
|
try:
|
|
ctx = pre_scan_markdown(path, registry=self.registry)
|
|
if ctx:
|
|
self.batch_cache[ctx.note_id] = ctx
|
|
self.batch_cache[ctx.title] = ctx
|
|
self.batch_cache[os.path.splitext(os.path.basename(path))[0]] = ctx
|
|
except Exception as e:
|
|
logger.warning(f" ⚠️ Pre-scan fehlgeschlagen für {path}: {e}")
|
|
|
|
# 2. Schritt: Batch Processing (Authority Only)
|
|
processed_count = 0
|
|
success_count = 0
|
|
for p in file_paths:
|
|
processed_count += 1
|
|
res = await self.process_file(p, vault_root, apply=True, purge_before=True)
|
|
if res.get("status") == "success":
|
|
success_count += 1
|
|
|
|
logger.info(f"--- ✅ Batch Phase 1 abgeschlossen ({success_count}/{processed_count}) ---")
|
|
return {
|
|
"status": "success",
|
|
"processed": processed_count,
|
|
"success": success_count,
|
|
"buffered_symmetries": len(self.symmetry_buffer)
|
|
}
|
|
|
|
async def commit_vault_symmetries(self) -> Dict[str, Any]:
|
|
"""
|
|
WP-24c: Führt PHASE 2 (Globale Symmetrie-Injektion) aus.
|
|
Wird am Ende des gesamten Imports aufgerufen.
|
|
"""
|
|
if not self.symmetry_buffer:
|
|
return {"status": "skipped", "reason": "buffer_empty"}
|
|
|
|
logger.info(f"🔄 PHASE 2: Validiere {len(self.symmetry_buffer)} Symmetrien gegen Live-DB...")
|
|
final_virtuals = []
|
|
for v_edge in self.symmetry_buffer:
|
|
# WP-24c v4.1.0: Korrekte Extraktion der Identitäts-Parameter
|
|
src = v_edge.get("source_id") or v_edge.get("note_id") # source_id hat Priorität
|
|
tgt = v_edge.get("target_id")
|
|
kind = v_edge.get("kind")
|
|
scope = v_edge.get("scope", "note")
|
|
target_section = v_edge.get("target_section") # WP-24c v4.1.0: target_section berücksichtigen
|
|
|
|
if not all([src, tgt, kind]):
|
|
continue
|
|
|
|
# WP-24c v4.1.0: Nutzung der zentralisierten ID-Logik aus graph_utils
|
|
# GOLD-STANDARD v4.1.0: ID-Generierung muss absolut synchron zu Phase 1 sein
|
|
# - Wenn target_section vorhanden, muss es in die ID einfließen
|
|
# - Dies stellt sicher, dass der Authority-Check korrekt funktioniert
|
|
try:
|
|
v_id = _mk_edge_id(kind, src, tgt, scope, target_section=target_section)
|
|
except ValueError:
|
|
continue
|
|
|
|
# AUTHORITY-CHECK: Nur schreiben, wenn keine manuelle Kante existiert
|
|
# Prüft mit exakt derselben ID, die in Phase 1 verwendet wurde (inkl. target_section)
|
|
if not is_explicit_edge_present(self.client, self.prefix, v_id):
|
|
final_virtuals.append(v_edge)
|
|
section_info = f" (section: {target_section})" if target_section else ""
|
|
logger.info(f" 🔄 [SYMMETRY] Add inverse: {src} --({kind})--> {tgt}{section_info}")
|
|
else:
|
|
logger.info(f" 🛡️ [PROTECTED] Manuelle Kante gefunden. Symmetrie für {kind} unterdrückt.")
|
|
|
|
if final_virtuals:
|
|
col, pts = points_for_edges(self.prefix, final_virtuals)
|
|
upsert_batch(self.client, col, pts, wait=True)
|
|
|
|
count = len(final_virtuals)
|
|
self.symmetry_buffer.clear()
|
|
return {"status": "success", "added": count}
|
|
|
|
async def process_file(self, file_path: str, vault_root: str, **kwargs) -> Dict[str, Any]:
|
|
"""
|
|
Transformiert eine Markdown-Datei (Phase 1).
|
|
Schreibt Notes/Chunks/Explicit Edges sofort.
|
|
"""
|
|
apply = kwargs.get("apply", False)
|
|
force_replace = kwargs.get("force_replace", False)
|
|
purge_before = kwargs.get("purge_before", False)
|
|
|
|
result = {"path": file_path, "status": "skipped", "changed": False, "error": None}
|
|
|
|
try:
|
|
# Ordner-Filter (.trash / .obsidian)
|
|
if ".trash" in file_path or any(part.startswith('.') for part in file_path.split(os.sep)):
|
|
return {**result, "status": "skipped", "reason": "ignored_folder"}
|
|
|
|
parsed = read_markdown(file_path)
|
|
if not parsed: return {**result, "error": "Empty file"}
|
|
fm = normalize_frontmatter(parsed.frontmatter)
|
|
validate_required_frontmatter(fm)
|
|
|
|
note_pl = make_note_payload(parsed, vault_root=vault_root, file_path=file_path, types_cfg=self.registry)
|
|
note_id = note_pl.get("note_id")
|
|
|
|
if not note_id:
|
|
return {**result, "status": "error", "error": "missing_id"}
|
|
|
|
logger.info(f"📄 Bearbeite: '{note_id}'")
|
|
|
|
# Change Detection (WP-24c v4.2.4: Hash-basierte Inhaltsprüfung)
|
|
old_payload = None if force_replace else fetch_note_payload(self.client, self.prefix, note_id)
|
|
c_miss, e_miss = artifacts_missing(self.client, self.prefix, note_id)
|
|
|
|
content_changed = True
|
|
if old_payload and not force_replace:
|
|
# Nutzt die über MINDNET_CHANGE_DETECTION_MODE gesteuerte Genauigkeit
|
|
# Mapping: 'full' -> 'full:parsed:canonical', 'body' -> 'body:parsed:canonical'
|
|
h_key = f"{self.active_hash_mode or 'full'}:parsed:canonical"
|
|
new_h = note_pl.get("hashes", {}).get(h_key)
|
|
old_h = old_payload.get("hashes", {}).get(h_key)
|
|
if new_h and old_h and new_h == old_h:
|
|
content_changed = False
|
|
|
|
if not (force_replace or content_changed or not old_payload or c_miss or e_miss):
|
|
return {**result, "status": "unchanged", "note_id": note_id}
|
|
|
|
if not apply:
|
|
return {**result, "status": "dry-run", "changed": True, "note_id": note_id}
|
|
|
|
# Chunks & MoE
|
|
profile = note_pl.get("chunk_profile", "sliding_standard")
|
|
note_type = resolve_note_type(self.registry, fm.get("type"))
|
|
chunk_cfg = get_chunk_config_by_profile(self.registry, profile, note_type)
|
|
enable_smart = chunk_cfg.get("enable_smart_edge_allocation", False)
|
|
chunks = await assemble_chunks(note_id, getattr(parsed, "body", ""), note_type, config=chunk_cfg)
|
|
|
|
# WP-24c v4.5.8: Validierung in Chunk-Schleife entfernt
|
|
# Alle candidate: Kanten werden jetzt in Phase 3 (nach build_edges_for_note) validiert
|
|
# Dies stellt sicher, dass auch Note-Scope Kanten aus LLM-Validierungs-Zonen geprüft werden
|
|
# Der candidate_pool wird unverändert weitergegeben, damit build_edges_for_note alle Kanten erkennt
|
|
# WP-24c v4.5.8: Nur ID-Validierung bleibt (Ghost-ID Schutz), keine LLM-Validierung mehr hier
|
|
for ch in chunks:
|
|
new_pool = []
|
|
for cand in getattr(ch, "candidate_pool", []):
|
|
# WP-24c v4.5.8: Nur ID-Validierung (Ghost-ID Schutz)
|
|
t_id = cand.get('target_id') or cand.get('to') or cand.get('note_id')
|
|
if not self._is_valid_id(t_id):
|
|
continue
|
|
# WP-24c v4.5.8: Alle Kanten gehen durch - LLM-Validierung erfolgt in Phase 3
|
|
new_pool.append(cand)
|
|
ch.candidate_pool = new_pool
|
|
|
|
# chunk_pls = make_chunk_payloads(fm, note_pl["path"], chunks, file_path=file_path, types_cfg=self.registry)
|
|
# v4.2.8 Fix C: Explizite Übergabe des Profil-Namens für den Chunk-Payload
|
|
chunk_pls = make_chunk_payloads(fm, note_pl["path"], chunks, file_path=file_path, types_cfg=self.registry, chunk_profile=profile)
|
|
|
|
vecs = await self.embedder.embed_documents([c.get("window") or "" for c in chunk_pls]) if chunk_pls else []
|
|
|
|
# WP-24c v4.2.0: Kanten-Extraktion mit Note-Scope Zonen Support
|
|
# Übergabe des Original-Markdown-Texts für Note-Scope Zonen-Extraktion
|
|
markdown_body = getattr(parsed, "body", "")
|
|
raw_edges = build_edges_for_note(
|
|
note_id,
|
|
chunk_pls,
|
|
note_level_references=note_pl.get("references", []),
|
|
markdown_body=markdown_body
|
|
)
|
|
|
|
# WP-24c v4.5.8: Phase 3 - Finaler Validierungs-Gate für candidate: Kanten
|
|
# Prüfe alle Kanten mit rule_id ODER provenance beginnend mit "candidate:"
|
|
# Dies schließt alle Kandidaten ein, unabhängig von ihrer Herkunft (global_pool, explicit:callout, etc.)
|
|
|
|
# WP-24c v4.5.8: Kontext-Optimierung für Note-Scope Kanten
|
|
# Aggregiere den gesamten Note-Text für bessere Validierungs-Entscheidungen
|
|
note_text = markdown_body or " ".join([c.get("text", "") or c.get("window", "") for c in chunk_pls])
|
|
# Erstelle eine Note-Summary aus den wichtigsten Chunks (für bessere Kontext-Qualität)
|
|
note_summary = " ".join([c.get("window", "") or c.get("text", "") for c in chunk_pls[:5]]) # Top 5 Chunks
|
|
|
|
validated_edges = []
|
|
rejected_edges = []
|
|
|
|
for e in raw_edges:
|
|
rule_id = e.get("rule_id", "")
|
|
provenance = e.get("provenance", "")
|
|
|
|
# WP-24c v4.5.8: Trigger-Kriterium - rule_id ODER provenance beginnt mit "candidate:"
|
|
is_candidate = (rule_id and rule_id.startswith("candidate:")) or (provenance and provenance.startswith("candidate:"))
|
|
|
|
if is_candidate:
|
|
# Extrahiere target_id für Validierung (aus verschiedenen möglichen Feldern)
|
|
target_id = e.get("target_id") or e.get("to")
|
|
if not target_id:
|
|
# Fallback: Versuche aus Payload zu extrahieren
|
|
payload = e.get("extra", {}) if isinstance(e.get("extra"), dict) else {}
|
|
target_id = payload.get("target_id") or payload.get("to")
|
|
|
|
if not target_id:
|
|
logger.warning(f"⚠️ [PHASE 3] Keine target_id gefunden für Kante: {e}")
|
|
rejected_edges.append(e)
|
|
continue
|
|
|
|
kind = e.get("kind", "related_to")
|
|
source_id = e.get("source_id", note_id)
|
|
scope = e.get("scope", "chunk")
|
|
|
|
# WP-24c v4.5.8: Kontext-Optimierung für Note-Scope Kanten
|
|
# Für scope: note verwende Note-Summary oder gesamten Note-Text
|
|
# Für scope: chunk verwende den spezifischen Chunk-Text (falls verfügbar)
|
|
if scope == "note":
|
|
validation_text = note_summary or note_text
|
|
context_info = "Note-Scope (aggregiert)"
|
|
else:
|
|
# Für Chunk-Scope: Versuche Chunk-Text zu finden, sonst Note-Text
|
|
chunk_id = e.get("chunk_id") or source_id
|
|
chunk_text = None
|
|
for ch in chunk_pls:
|
|
if ch.get("chunk_id") == chunk_id or ch.get("id") == chunk_id:
|
|
chunk_text = ch.get("text") or ch.get("window", "")
|
|
break
|
|
validation_text = chunk_text or note_text
|
|
context_info = f"Chunk-Scope ({chunk_id})"
|
|
|
|
# Erstelle Edge-Dict für Validierung (kompatibel mit validate_edge_candidate)
|
|
edge_for_validation = {
|
|
"kind": kind,
|
|
"to": target_id, # validate_edge_candidate erwartet "to"
|
|
"target_id": target_id,
|
|
"provenance": provenance if not provenance.startswith("candidate:") else provenance.replace("candidate:", "").strip(),
|
|
"confidence": e.get("confidence", 0.9)
|
|
}
|
|
|
|
logger.info(f"🚀 [PHASE 3] Validierung: {source_id} -> {target_id} ({kind}) | Scope: {scope} | Kontext: {context_info}")
|
|
|
|
# WP-24c v4.5.8: Validiere gegen optimierten Kontext
|
|
is_valid = await validate_edge_candidate(
|
|
chunk_text=validation_text,
|
|
edge=edge_for_validation,
|
|
batch_cache=self.batch_cache,
|
|
llm_service=self.llm,
|
|
profile_name="ingest_validator"
|
|
)
|
|
|
|
if is_valid:
|
|
# WP-24c v4.5.8: Entferne candidate: Präfix (Kante wird zum Fakt)
|
|
new_rule_id = rule_id.replace("candidate:", "").strip() if rule_id else provenance.replace("candidate:", "").strip() if provenance.startswith("candidate:") else provenance
|
|
if not new_rule_id:
|
|
new_rule_id = e.get("provenance", "explicit").replace("candidate:", "").strip()
|
|
|
|
# Aktualisiere rule_id und provenance im Edge
|
|
e["rule_id"] = new_rule_id
|
|
if provenance.startswith("candidate:"):
|
|
e["provenance"] = provenance.replace("candidate:", "").strip()
|
|
|
|
validated_edges.append(e)
|
|
logger.info(f"✅ [PHASE 3] VERIFIED: {source_id} -> {target_id} ({kind}) | rule_id: {new_rule_id}")
|
|
else:
|
|
# WP-24c v4.5.8: Kante ablehnen (nicht zu validated_edges hinzufügen)
|
|
rejected_edges.append(e)
|
|
logger.info(f"🚫 [PHASE 3] REJECTED: {source_id} -> {target_id} ({kind})")
|
|
else:
|
|
# WP-24c v4.5.8: Keine candidate: Kante -> direkt übernehmen
|
|
validated_edges.append(e)
|
|
|
|
# WP-24c v4.5.8: Phase 3 abgeschlossen - rejected_edges werden NICHT weiterverarbeitet
|
|
# WP-24c v4.5.9: Persistierung von rejected_edges für Audit-Zwecke
|
|
if rejected_edges:
|
|
logger.info(f"🚫 [PHASE 3] {len(rejected_edges)} Kanten abgelehnt und werden nicht in die DB geschrieben")
|
|
self._persist_rejected_edges(note_id, rejected_edges)
|
|
|
|
# WP-24c v4.5.8: Verwende validated_edges statt raw_edges für weitere Verarbeitung
|
|
# Nur verified Kanten (ohne candidate: Präfix) werden in Phase 2 (Symmetrie) verarbeitet
|
|
explicit_edges = []
|
|
for e in validated_edges:
|
|
t_raw = e.get("target_id")
|
|
t_ctx = self.batch_cache.get(t_raw)
|
|
t_id = t_ctx.note_id if t_ctx else t_raw
|
|
|
|
if not self._is_valid_id(t_id): continue
|
|
|
|
resolved_kind = edge_registry.resolve(e.get("kind", "related_to"), provenance="explicit")
|
|
# WP-24c v4.1.0: target_section aus dem Edge-Payload extrahieren und beibehalten
|
|
target_section = e.get("target_section")
|
|
e.update({
|
|
"kind": resolved_kind,
|
|
"relation": resolved_kind, # Konsistenz: kind und relation identisch
|
|
"target_id": t_id,
|
|
"source_id": e.get("source_id") or note_id, # Sicherstellen, dass source_id gesetzt ist
|
|
"origin_note_id": note_id,
|
|
"virtual": False
|
|
})
|
|
explicit_edges.append(e)
|
|
|
|
# Symmetrie puffern (WP-24c v4.1.0: Korrekte Symmetrie-Integrität)
|
|
inv_kind = edge_registry.get_inverse(resolved_kind)
|
|
if inv_kind and t_id != note_id:
|
|
# GOLD-STANDARD v4.1.0: Symmetrie-Integrität
|
|
v_edge = {
|
|
"note_id": t_id, # Besitzer-Wechsel: Symmetrie gehört zum Link-Ziel
|
|
"source_id": t_id, # Neue Quelle ist das Link-Ziel
|
|
"target_id": note_id, # Ziel ist die ursprüngliche Quelle
|
|
"kind": inv_kind, # Inverser Kanten-Typ
|
|
"relation": inv_kind, # Konsistenz: kind und relation identisch
|
|
"scope": "note", # Symmetrien sind immer Note-Level
|
|
"virtual": True,
|
|
"origin_note_id": note_id, # Tracking: Woher kommt die Symmetrie
|
|
}
|
|
# target_section beibehalten, falls vorhanden (für Section-Links)
|
|
if target_section:
|
|
v_edge["target_section"] = target_section
|
|
self.symmetry_buffer.append(v_edge)
|
|
|
|
# DB Upsert
|
|
if purge_before and old_payload: purge_artifacts(self.client, self.prefix, note_id)
|
|
|
|
col_n, pts_n = points_for_note(self.prefix, note_pl, None, self.dim)
|
|
upsert_batch(self.client, col_n, pts_n, wait=True)
|
|
|
|
if chunk_pls and vecs:
|
|
col_c, pts_c = points_for_chunks(self.prefix, chunk_pls, vecs)
|
|
upsert_batch(self.client, col_c, pts_c, wait=True)
|
|
|
|
if explicit_edges:
|
|
col_e, pts_e = points_for_edges(self.prefix, explicit_edges)
|
|
upsert_batch(self.client, col_e, pts_e, wait=True)
|
|
|
|
logger.info(f" ✨ Phase 1 fertig: {len(explicit_edges)} explizite Kanten für '{note_id}'.")
|
|
return {"status": "success", "note_id": note_id}
|
|
|
|
except Exception as e:
|
|
logger.error(f"❌ Fehler bei {file_path}: {e}", exc_info=True)
|
|
return {**result, "status": "error", "error": str(e)}
|
|
|
|
async def create_from_text(self, markdown_content: str, filename: str, vault_root: str, folder: str = "00_Inbox") -> Dict[str, Any]:
|
|
"""Erstellt eine Note aus einem Textstream."""
|
|
target_path = os.path.join(vault_root, folder, filename)
|
|
os.makedirs(os.path.dirname(target_path), exist_ok=True)
|
|
with open(target_path, "w", encoding="utf-8") as f:
|
|
f.write(markdown_content)
|
|
await asyncio.sleep(0.1)
|
|
return await self.process_file(file_path=target_path, vault_root=vault_root, apply=True, force_replace=True, purge_before=True) |