Lars
de5db09b51
Change debug logs to info and warning levels in ingestion_processor.py to enhance the visibility of change detection processes, including hash comparisons and artifact checks. Additionally, ensure .env is loaded before logging setup in import_markdown.py to correctly read the DEBUG environment variable. These adjustments aim to improve traceability and debugging during ingestion workflows.
550 lines
30 KiB
Python
550 lines
30 KiB
Python
"""
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FILE: app/core/ingestion/ingestion_processor.py
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DESCRIPTION: Der zentrale IngestionService (Orchestrator).
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WP-25a: Integration der Mixture of Experts (MoE) Architektur.
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WP-15b: Two-Pass Workflow mit globalem Kontext-Cache.
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WP-20/22: Cloud-Resilienz und Content-Lifecycle integriert.
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AUDIT v4.2.4:
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- GOLD-STANDARD v4.2.4: Hash-basierte Change-Detection (MINDNET_CHANGE_DETECTION_MODE).
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- Wiederherstellung des iterativen Abgleichs basierend auf Inhalts-Hashes.
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- Phase 2 verwendet exakt dieselbe ID-Generierung wie Phase 1 (inkl. target_section).
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- Authority-Check in Phase 2 prüft mit konsistenter ID-Generierung.
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- Eliminiert Duplikate durch inkonsistente ID-Generierung (Steinzeitaxt-Problem).
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VERSION: 4.2.4 (WP-24c: Hash-Integrität)
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STATUS: Active
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"""
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import logging
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import asyncio
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import os
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import re
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from typing import Dict, List, Optional, Tuple, Any
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# Core Module Imports
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from app.core.parser import (
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read_markdown, pre_scan_markdown, normalize_frontmatter,
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validate_required_frontmatter, NoteContext
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)
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from app.core.chunking import assemble_chunks
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# WP-24c: Import der zentralen Identitäts-Logik
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from app.core.graph.graph_utils import _mk_edge_id
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# Datenbank-Ebene (Modularisierte database-Infrastruktur)
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from app.core.database.qdrant import QdrantConfig, get_client, ensure_collections, ensure_payload_indexes
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from app.core.database.qdrant_points import points_for_chunks, points_for_note, points_for_edges, upsert_batch
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from qdrant_client.http import models as rest
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# Services
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from app.services.embeddings_client import EmbeddingsClient
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from app.services.edge_registry import registry as edge_registry
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from app.services.llm_service import LLMService
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# Package-Interne Imports (Refactoring WP-14)
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from .ingestion_utils import load_type_registry, resolve_note_type, get_chunk_config_by_profile
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from .ingestion_db import fetch_note_payload, artifacts_missing, purge_artifacts, is_explicit_edge_present
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from .ingestion_validation import validate_edge_candidate
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from .ingestion_note_payload import make_note_payload
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from .ingestion_chunk_payload import make_chunk_payloads
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# Fallback für Edges (Struktur-Verknüpfung)
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try:
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from app.core.graph.graph_derive_edges import build_edges_for_note
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except ImportError:
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def build_edges_for_note(*args, **kwargs): return []
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logger = logging.getLogger(__name__)
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class IngestionService:
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def __init__(self, collection_prefix: str = None):
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"""Initialisiert den Service und nutzt die neue database-Infrastruktur."""
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from app.config import get_settings
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self.settings = get_settings()
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# --- LOGGING CLEANUP ---
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# Unterdrückt Bibliotheks-Lärm, erhält aber inhaltliche Service-Logs
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for lib in ["httpx", "httpcore", "qdrant_client", "urllib3", "openai"]:
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logging.getLogger(lib).setLevel(logging.WARNING)
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self.prefix = collection_prefix or self.settings.COLLECTION_PREFIX
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self.cfg = QdrantConfig.from_env()
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self.cfg.prefix = self.prefix
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self.client = get_client(self.cfg)
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self.registry = load_type_registry()
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self.embedder = EmbeddingsClient()
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self.llm = LLMService()
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# WP-25a: Auflösung der Dimension über das Embedding-Profil (MoE)
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embed_cfg = self.llm.profiles.get("embedding_expert", {})
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self.dim = embed_cfg.get("dimensions") or self.settings.VECTOR_SIZE
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self.active_hash_mode = self.settings.CHANGE_DETECTION_MODE
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# WP-15b: Kontext-Gedächtnis für ID-Auflösung (Globaler Cache)
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self.batch_cache: Dict[str, NoteContext] = {}
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# WP-24c: Puffer für Phase 2 (Symmetrie-Injektion am Ende des gesamten Imports)
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self.symmetry_buffer: List[Dict[str, Any]] = []
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try:
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ensure_collections(self.client, self.prefix, self.dim)
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ensure_payload_indexes(self.client, self.prefix)
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except Exception as e:
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logger.warning(f"DB initialization warning: {e}")
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def _persist_rejected_edges(self, note_id: str, rejected_edges: List[Dict[str, Any]]) -> None:
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"""
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WP-24c v4.5.9: Persistiert abgelehnte Kanten für Audit-Zwecke.
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Schreibt rejected_edges in eine JSONL-Datei im _system Ordner oder logs/rejected_edges.log.
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Dies ermöglicht die Analyse der Ablehnungsgründe und Verbesserung der Validierungs-Logik.
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Args:
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note_id: ID der Note, zu der die abgelehnten Kanten gehören
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rejected_edges: Liste von abgelehnten Edge-Dicts
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"""
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if not rejected_edges:
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return
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import json
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import os
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from datetime import datetime
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# WP-24c v4.5.9: Erstelle Log-Verzeichnis falls nicht vorhanden
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log_dir = "logs"
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if not os.path.exists(log_dir):
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os.makedirs(log_dir)
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log_file = os.path.join(log_dir, "rejected_edges.log")
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# WP-24c v4.5.9: Schreibe als JSONL (eine Kante pro Zeile)
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try:
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with open(log_file, "a", encoding="utf-8") as f:
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for edge in rejected_edges:
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log_entry = {
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"timestamp": datetime.now().isoformat(),
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"note_id": note_id,
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"edge": {
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"kind": edge.get("kind", "unknown"),
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"source_id": edge.get("source_id", "unknown"),
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"target_id": edge.get("target_id") or edge.get("to", "unknown"),
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"scope": edge.get("scope", "unknown"),
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"provenance": edge.get("provenance", "unknown"),
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"rule_id": edge.get("rule_id", "unknown"),
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"confidence": edge.get("confidence", 0.0),
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"target_section": edge.get("target_section")
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}
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}
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f.write(json.dumps(log_entry, ensure_ascii=False) + "\n")
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logger.debug(f"📝 [AUDIT] {len(rejected_edges)} abgelehnte Kanten für '{note_id}' in {log_file} gespeichert")
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except Exception as e:
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logger.error(f"❌ [AUDIT] Fehler beim Speichern der rejected_edges: {e}")
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def _is_valid_id(self, text: Optional[str]) -> bool:
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"""WP-24c: Prüft IDs auf fachliche Validität (Ghost-ID Schutz)."""
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if not text or not isinstance(text, str) or len(text.strip()) < 2:
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return False
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blacklisted = {"none", "unknown", "insight", "source", "task", "project", "person", "concept"}
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if text.lower().strip() in blacklisted:
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return False
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return True
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async def run_batch(self, file_paths: List[str], vault_root: str) -> Dict[str, Any]:
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"""
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WP-15b: Phase 1 des Two-Pass Workflows.
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Verarbeitet Batches und schreibt NUR Nutzer-Autorität (explizite Kanten).
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"""
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self.batch_cache.clear()
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logger.info(f"--- 🔍 START BATCH PHASE 1 ({len(file_paths)} Dateien) ---")
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# 1. Schritt: Pre-Scan (Context-Cache füllen)
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for path in file_paths:
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try:
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ctx = pre_scan_markdown(path, registry=self.registry)
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if ctx:
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self.batch_cache[ctx.note_id] = ctx
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self.batch_cache[ctx.title] = ctx
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self.batch_cache[os.path.splitext(os.path.basename(path))[0]] = ctx
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except Exception as e:
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logger.warning(f" ⚠️ Pre-scan fehlgeschlagen für {path}: {e}")
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# 2. Schritt: Batch Processing (Authority Only)
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processed_count = 0
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success_count = 0
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for p in file_paths:
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processed_count += 1
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res = await self.process_file(p, vault_root, apply=True, purge_before=True)
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if res.get("status") == "success":
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success_count += 1
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logger.info(f"--- ✅ Batch Phase 1 abgeschlossen ({success_count}/{processed_count}) ---")
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return {
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"status": "success",
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"processed": processed_count,
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"success": success_count,
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"buffered_symmetries": len(self.symmetry_buffer)
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}
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async def commit_vault_symmetries(self) -> Dict[str, Any]:
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"""
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WP-24c: Führt PHASE 2 (Globale Symmetrie-Injektion) aus.
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Wird am Ende des gesamten Imports aufgerufen.
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"""
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if not self.symmetry_buffer:
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return {"status": "skipped", "reason": "buffer_empty"}
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logger.info(f"🔄 PHASE 2: Validiere {len(self.symmetry_buffer)} Symmetrien gegen Live-DB...")
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final_virtuals = []
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for v_edge in self.symmetry_buffer:
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# WP-24c v4.1.0: Korrekte Extraktion der Identitäts-Parameter
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src = v_edge.get("source_id") or v_edge.get("note_id") # source_id hat Priorität
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tgt = v_edge.get("target_id")
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kind = v_edge.get("kind")
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scope = v_edge.get("scope", "note")
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target_section = v_edge.get("target_section") # WP-24c v4.1.0: target_section berücksichtigen
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if not all([src, tgt, kind]):
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continue
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# WP-24c v4.1.0: Nutzung der zentralisierten ID-Logik aus graph_utils
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# GOLD-STANDARD v4.1.0: ID-Generierung muss absolut synchron zu Phase 1 sein
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# - Wenn target_section vorhanden, muss es in die ID einfließen
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# - Dies stellt sicher, dass der Authority-Check korrekt funktioniert
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try:
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v_id = _mk_edge_id(kind, src, tgt, scope, target_section=target_section)
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except ValueError:
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continue
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# AUTHORITY-CHECK: Nur schreiben, wenn keine manuelle Kante existiert
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# Prüft mit exakt derselben ID, die in Phase 1 verwendet wurde (inkl. target_section)
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if not is_explicit_edge_present(self.client, self.prefix, v_id):
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final_virtuals.append(v_edge)
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section_info = f" (section: {target_section})" if target_section else ""
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logger.info(f" 🔄 [SYMMETRY] Add inverse: {src} --({kind})--> {tgt}{section_info}")
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else:
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logger.info(f" 🛡️ [PROTECTED] Manuelle Kante gefunden. Symmetrie für {kind} unterdrückt.")
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if final_virtuals:
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col, pts = points_for_edges(self.prefix, final_virtuals)
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upsert_batch(self.client, col, pts, wait=True)
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count = len(final_virtuals)
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self.symmetry_buffer.clear()
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return {"status": "success", "added": count}
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async def process_file(self, file_path: str, vault_root: str, **kwargs) -> Dict[str, Any]:
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"""
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Transformiert eine Markdown-Datei (Phase 1).
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Schreibt Notes/Chunks/Explicit Edges sofort.
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"""
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apply = kwargs.get("apply", False)
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force_replace = kwargs.get("force_replace", False)
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purge_before = kwargs.get("purge_before", False)
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result = {"path": file_path, "status": "skipped", "changed": False, "error": None}
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try:
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# Ordner-Filter (.trash / .obsidian)
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if ".trash" in file_path or any(part.startswith('.') for part in file_path.split(os.sep)):
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return {**result, "status": "skipped", "reason": "ignored_folder"}
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# WP-24c v4.5.9: Path-Normalization für konsistente Hash-Prüfung
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# Normalisiere file_path zu absolutem Pfad für konsistente Verarbeitung
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normalized_file_path = os.path.abspath(file_path) if not os.path.isabs(file_path) else file_path
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parsed = read_markdown(normalized_file_path)
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if not parsed: return {**result, "error": "Empty file"}
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fm = normalize_frontmatter(parsed.frontmatter)
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validate_required_frontmatter(fm)
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note_pl = make_note_payload(parsed, vault_root=vault_root, file_path=normalized_file_path, types_cfg=self.registry)
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note_id = note_pl.get("note_id")
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if not note_id:
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return {**result, "status": "error", "error": "missing_id"}
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logger.info(f"📄 Bearbeite: '{note_id}'")
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# WP-24c v4.5.9: Strikte Change Detection (Hash-basierte Inhaltsprüfung)
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# Prüft Hash VOR der Verarbeitung, um redundante Ingestion zu vermeiden
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old_payload = None if force_replace else fetch_note_payload(self.client, self.prefix, note_id)
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# WP-24c v4.5.9-DEBUG: Erweiterte Diagnose-Logs für Change-Detection (INFO-Level für Sichtbarkeit)
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logger.info(f"🔍 [CHANGE-DETECTION] Start für '{note_id}': force_replace={force_replace}, old_payload={old_payload is not None}")
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content_changed = True
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hash_match = False
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if old_payload and not force_replace:
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# Nutzt die über MINDNET_CHANGE_DETECTION_MODE gesteuerte Genauigkeit
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# Mapping: 'full' -> 'full:parsed:canonical', 'body' -> 'body:parsed:canonical'
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h_key = f"{self.active_hash_mode or 'full'}:parsed:canonical"
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new_h = note_pl.get("hashes", {}).get(h_key)
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old_h = old_payload.get("hashes", {}).get(h_key)
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# WP-24c v4.5.9-DEBUG: Detaillierte Hash-Diagnose (INFO-Level)
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logger.info(f"🔍 [CHANGE-DETECTION] Hash-Vergleich für '{note_id}':")
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logger.info(f" -> Hash-Key: '{h_key}'")
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logger.info(f" -> Active Hash-Mode: '{self.active_hash_mode or 'full'}'")
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logger.info(f" -> New Hash vorhanden: {bool(new_h)}")
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logger.info(f" -> Old Hash vorhanden: {bool(old_h)}")
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if new_h:
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logger.info(f" -> New Hash (erste 32 Zeichen): {new_h[:32]}...")
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if old_h:
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logger.info(f" -> Old Hash (erste 32 Zeichen): {old_h[:32]}...")
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logger.info(f" -> Verfügbare Hash-Keys in new: {list(note_pl.get('hashes', {}).keys())}")
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logger.info(f" -> Verfügbare Hash-Keys in old: {list(old_payload.get('hashes', {}).keys())}")
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if new_h and old_h:
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hash_match = (new_h == old_h)
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if hash_match:
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content_changed = False
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logger.info(f"🔍 [CHANGE-DETECTION] ✅ Hash identisch für '{note_id}': {h_key} = {new_h[:16]}...")
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else:
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logger.warning(f"🔍 [CHANGE-DETECTION] ❌ Hash geändert für '{note_id}': alt={old_h[:16]}..., neu={new_h[:16]}...")
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# Finde erste unterschiedliche Position
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diff_pos = next((i for i, (a, b) in enumerate(zip(new_h, old_h)) if a != b), None)
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if diff_pos is not None:
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logger.info(f" -> Hash-Unterschied: Erste unterschiedliche Position: {diff_pos}")
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else:
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logger.info(f" -> Hash-Unterschied: Längen unterschiedlich (new={len(new_h)}, old={len(old_h)})")
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else:
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# WP-24c v4.5.9: Wenn Hash fehlt, als geändert behandeln (Sicherheit)
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logger.warning(f"⚠️ [CHANGE-DETECTION] Hash fehlt für '{note_id}': new_h={bool(new_h)}, old_h={bool(old_h)}")
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logger.info(f" -> Grund: Hash wird als 'geändert' behandelt, da Hash-Werte fehlen")
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else:
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if force_replace:
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logger.info(f"🔍 [CHANGE-DETECTION] '{note_id}': force_replace=True -> überspringe Hash-Check")
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elif not old_payload:
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logger.warning(f"🔍 [CHANGE-DETECTION] '{note_id}': ⚠️ Keine alte Payload gefunden -> erste Verarbeitung oder gelöscht")
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# WP-24c v4.5.9: Strikte Logik - überspringe komplett wenn Hash identisch
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# WICHTIG: Artifact-Check NACH Hash-Check, da purge_before die Artefakte löschen kann
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# Wenn Hash identisch ist, sind die Artefakte entweder vorhanden oder werden gerade neu geschrieben
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if not force_replace and hash_match and old_payload:
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# WP-24c v4.5.9: Hash identisch -> überspringe komplett (auch wenn Artefakte nach PURGE fehlen)
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# Der Hash ist die autoritative Quelle für "Inhalt unverändert"
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# Artefakte werden beim nächsten normalen Import wieder erstellt, wenn nötig
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logger.info(f"⏭️ [SKIP] '{note_id}' unverändert (Hash identisch - überspringe komplett, auch wenn Artefakte fehlen)")
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return {**result, "status": "unchanged", "note_id": note_id, "reason": "hash_identical"}
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elif not force_replace and old_payload and not hash_match:
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# WP-24c v4.5.9-DEBUG: Hash geändert - erlaube Verarbeitung
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logger.info(f"🔍 [CHANGE-DETECTION] '{note_id}': Hash geändert -> erlaube Verarbeitung")
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# WP-24c v4.5.9: Hash geändert oder keine alte Payload - prüfe Artefakte für normale Verarbeitung
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c_miss, e_miss = artifacts_missing(self.client, self.prefix, note_id)
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logger.info(f"🔍 [CHANGE-DETECTION] '{note_id}': Artifact-Check: c_miss={c_miss}, e_miss={e_miss}")
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if not apply:
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return {**result, "status": "dry-run", "changed": True, "note_id": note_id}
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# Chunks & MoE
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profile = note_pl.get("chunk_profile", "sliding_standard")
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note_type = resolve_note_type(self.registry, fm.get("type"))
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chunk_cfg = get_chunk_config_by_profile(self.registry, profile, note_type)
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enable_smart = chunk_cfg.get("enable_smart_edge_allocation", False)
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chunks = await assemble_chunks(note_id, getattr(parsed, "body", ""), note_type, config=chunk_cfg)
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# WP-24c v4.5.8: Validierung in Chunk-Schleife entfernt
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# Alle candidate: Kanten werden jetzt in Phase 3 (nach build_edges_for_note) validiert
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# Dies stellt sicher, dass auch Note-Scope Kanten aus LLM-Validierungs-Zonen geprüft werden
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# Der candidate_pool wird unverändert weitergegeben, damit build_edges_for_note alle Kanten erkennt
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# WP-24c v4.5.8: Nur ID-Validierung bleibt (Ghost-ID Schutz), keine LLM-Validierung mehr hier
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for ch in chunks:
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new_pool = []
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for cand in getattr(ch, "candidate_pool", []):
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# WP-24c v4.5.8: Nur ID-Validierung (Ghost-ID Schutz)
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t_id = cand.get('target_id') or cand.get('to') or cand.get('note_id')
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if not self._is_valid_id(t_id):
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continue
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# WP-24c v4.5.8: Alle Kanten gehen durch - LLM-Validierung erfolgt in Phase 3
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new_pool.append(cand)
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ch.candidate_pool = new_pool
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# chunk_pls = make_chunk_payloads(fm, note_pl["path"], chunks, file_path=file_path, types_cfg=self.registry)
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# 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) |