scripts/import_markdown.py aktualisiert
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Lars 2025-09-05 07:54:33 +02:00
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@ -2,12 +2,13 @@
# -*- coding: utf-8 -*-
"""
Name: scripts/import_markdown.py
Version: v2.2.1 (2025-09-05)
Version: v2.2.2 (2025-09-05)
Kurzbeschreibung:
Importiert Obsidian-Markdown-Notes in Qdrant (Notes/Chunks/Edges).
- Leitet Wikilink-Edges (references/backlink/references_at) direkt aus Volltext + echten Chunk-Texten ab.
- Idempotenz: Ermittelt hash_fulltext; bei Änderung werden alte Chunks/Edges der Note entfernt (Replace-on-Change).
- Unveränderte Noten werden übersprungen (schnell).
- Purge für Edges robust gegen Client-/API-Unterschiede (Filter + Scroll-Delete Fallback).
Aufruf (aus Projekt-Root, im venv):
python3 -m scripts.import_markdown --vault ./vault [--apply] [--note-id NOTE_ID] [--embed-note] [--force-replace]
@ -26,22 +27,24 @@ Exitcodes:
0 = OK, 2 = keine Markdown-Dateien gefunden
Hinweise:
- Wikilink-Ableitung basiert auf app.core.derive_edges (Slug-/ID-Auflösung, unresolved-Status).
- Für references_at werden echte Chunk-Texte übergeben (sonst würden sie fehlen).
- Purge verwendet Qdrant-Filter:
- Wikilink-Ableitung basiert auf app.core.derive_edges (Slug-/ID-Auflösung, unresolved-Status). :contentReference[oaicite:3]{index=3}
- Für references_at werden echte Chunk-Texte übergeben (sonst würden sie fehlen). :contentReference[oaicite:4]{index=4}
- Purge verwendet:
* Chunks: payload.note_id == NOTE_ID
* Edges : (source_id == NOTE_ID) OR (target_id == NOTE_ID) OR (source_id startswith NOTE_ID + "#")
- Notes/Chunks/Edges bleiben 1:1 kompatibel zu Validator & Backfill.
Falls MatchText/Prefix nicht unterstützt: Scroll & Delete-by-IDs als Fallback.
- Notes/Chunks/Edges bleiben kompatibel zu Validator & Backfill (UUIDv5, 1D-Edges).
Changelog:
v2.2.1: Bugfix Tippfehler (args.force_replace statt args.force_replaces).
v2.2.0: Hash-basierte Replace-on-Change-Logik; Purge pro Note; Skip unverändert.
v2.1.1: Sicherstellung references_at durch Übergabe echter Chunk-Texte.
v2.1.0: Vorab-Note-Index über Vault; direkte Edge-Ableitung.
v2.2.2: Entfernt minimum_should (Kompatibilität); Edge-Purge mit Scroll-Fallback für source_id-Prefix.
v2.2.1: Bugfix Tippfehler (args.force_replace).
v2.2.0: Hash-basierte Replace-on-Change-Logik; Purge pro Note; Skip unverändert. :contentReference[oaicite:6]{index=6}
v2.1.1: Sicherstellung references_at durch Übergabe echter Chunk-Texte. :contentReference[oaicite:7]{index=7}
v2.1.0: Vorab-Note-Index über Vault; direkte Edge-Ableitung. :contentReference[oaicite:8]{index=8}
"""
from __future__ import annotations
import argparse, os, glob, json, sys, hashlib
from typing import List, Dict
from typing import List, Dict, Optional
from dotenv import load_dotenv
from qdrant_client import QdrantClient
@ -55,7 +58,7 @@ from app.core.chunk_payload import make_chunk_payloads
from app.core.embed import embed_texts, embed_one
from app.core.qdrant import QdrantConfig, ensure_collections, get_client
from app.core.qdrant_points import points_for_chunks, points_for_note, points_for_edges, upsert_batch
from app.core.derive_edges import build_note_index, derive_wikilink_edges # Wikilinks
from app.core.derive_edges import build_note_index, derive_wikilink_edges # Wikilinks :contentReference[oaicite:9]{index=9}
# -------------------
# Utility / Helpers
@ -86,7 +89,7 @@ def note_uuid5(note_id: str) -> str:
import uuid
return str(uuid.uuid5(uuid.NAMESPACE_URL, note_id))
def fetch_existing_note_payload(client: QdrantClient, notes_col: str, note_id: str) -> Dict | None:
def fetch_existing_note_payload(client: QdrantClient, notes_col: str, note_id: str) -> Optional[Dict]:
"""Hole bestehende Note (per deterministischem UUIDv5) oder None."""
pid = note_uuid5(note_id)
try:
@ -97,28 +100,64 @@ def fetch_existing_note_payload(client: QdrantClient, notes_col: str, note_id: s
except Exception:
return None
def _client_delete_points(client: QdrantClient, collection: str, selector_or_filter):
"""Kompat-Schicht: delete_points (neu) oder delete (alt)."""
if hasattr(client, "delete_points"):
return client.delete_points(collection, selector_or_filter, wait=True)
return client.delete(collection, selector_or_filter, wait=True)
def _scroll_edge_ids_by_source_prefix(client: QdrantClient, edges_col: str, source_prefix: str, batch: int = 1000) -> List[int]:
"""Sucht Edge-Point-IDs, deren payload.source_id mit 'source_prefix' beginnt (via Scroll)."""
# Wir holen alle Edges (mit payload) und filtern lokal robust gegen fehlende Prefix-Operatoren.
next_offset = None
ids: List[int] = []
while True:
points, next_offset = client.scroll(
collection_name=edges_col,
limit=batch,
with_payload=True,
with_vectors=False,
offset=next_offset,
)
for p in points:
pl = p.payload or {}
sid = pl.get("source_id") or ""
if isinstance(sid, str) and sid.startswith(source_prefix):
if hasattr(p, "id") and isinstance(p.id, int):
ids.append(p.id)
if next_offset is None:
break
return ids
def purge_note(client: QdrantClient, cfg: QdrantConfig, note_id: str) -> None:
"""Löscht alle Chunks & Edges einer Note (Replace-on-Change)."""
notes_col, chunks_col, edges_col = f"{cfg.prefix}_notes", f"{cfg.prefix}_chunks", f"{cfg.prefix}_edges"
# Chunks: payload.note_id == NOTE_ID
f_chunks = rest.Filter(must=[rest.FieldCondition(key="note_id", match=rest.MatchValue(value=note_id))])
if hasattr(client, "delete_points"):
client.delete_points(chunks_col, f_chunks, wait=True)
else:
client.delete(chunks_col, f_chunks, wait=True)
_client_delete_points(client, chunks_col, f_chunks)
# Edges: (source_id == NOTE_ID) OR (target_id == NOTE_ID) OR (source_id startswith NOTE_ID + "#")
conds = [
rest.FieldCondition(key="source_id", match=rest.MatchValue(value=note_id)),
rest.FieldCondition(key="target_id", match=rest.MatchValue(value=note_id)),
rest.FieldCondition(key="source_id", match=rest.MatchText(text=f"{note_id}#")),
]
f_edges = rest.Filter(should=conds, minimum_should=1)
if hasattr(client, "delete_points"):
client.delete_points(edges_col, f_edges, wait=True)
else:
client.delete(edges_col, f_edges, wait=True)
# Versuche MatchText (falls verfügbar) für Prefix "NOTE_ID#"
try:
conds.append(rest.FieldCondition(key="source_id", match=rest.MatchText(text=f"{note_id}#")))
f_edges = rest.Filter(should=conds) # kein minimum_should in deiner Client-Version
_client_delete_points(client, edges_col, f_edges)
except Exception:
# Fallback: Scroll & Delete-by-IDs für source_id prefix
f_edges_basic = rest.Filter(should=conds) # lösche erst exakte Note-Edges
_client_delete_points(client, edges_col, f_edges_basic)
# jetzt alle Kanten mit source_id == NOTE_ID#* auf IDs suchen und gezielt löschen
ids = _scroll_edge_ids_by_source_prefix(client, edges_col, f"{note_id}#")
if ids:
# Delete-by-IDs
selector = rest.PointIdsList(points=ids)
_client_delete_points(client, edges_col, selector)
# -------------------
# Main
@ -161,7 +200,7 @@ def main():
index_payloads.append(pl)
except Exception:
continue
note_index = build_note_index(index_payloads) # by_id/by_slug/by_file_slug
note_index = build_note_index(index_payloads) # by_id/by_slug/by_file_slug :contentReference[oaicite:10]{index=10}
notes_col = f"{cfg.prefix}_notes"
total_notes = 0
@ -183,7 +222,7 @@ def main():
note_pl = make_note_payload(parsed, vault_root=root)
validate_note_payload(note_pl)
h = compute_hash_fulltext(parsed.body)
note_pl["hash_fulltext"] = h
note_pl["hash_fulltext"] = h # Feld ist im Schema vorgesehen :contentReference[oaicite:11]{index=11}
# Chunks + Payloads
chunks = assemble_chunks(fm["id"], parsed.body, fm.get("type", "concept"))
@ -196,7 +235,7 @@ def main():
# Optional: Note-Vektor
note_vec = embed_one(parsed.body) if args.embed_note else None
# Edges (aus Volltext + echten Chunk-Texten)
# Edges (aus Volltext + echten Chunk-Texten) :contentReference[oaicite:12]{index=12}
note_pl_for_edges = {"note_id": fm["id"], "title": fm.get("title"), "path": note_pl["path"], "fulltext": parsed.body}
chunks_for_links = []
for i, pl in enumerate(chunk_pls):