From 13e510dd9c7bb34fef5f72ceb3b322a92641a532 Mon Sep 17 00:00:00 2001 From: Lars Date: Wed, 24 Sep 2025 12:14:30 +0200 Subject: [PATCH] scripts/export_markdown.py aktualisiert --- scripts/export_markdown.py | 582 ++++++++++++------------------------- 1 file changed, 187 insertions(+), 395 deletions(-) diff --git a/scripts/export_markdown.py b/scripts/export_markdown.py index 00e803a..785a903 100644 --- a/scripts/export_markdown.py +++ b/scripts/export_markdown.py @@ -1,457 +1,249 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ -Script: scripts/import_markdown.py — Markdown → Qdrant (Notes, Chunks, Edges) -Version: 3.7.0 -Datum: 2025-09-10 +Script: export_markdown.py — Qdrant → Markdown (Obsidian-kompatibel) +Version: 1.4.0 +Datum: 2025-09-09 Kurzbeschreibung ---------------- -- Liest Markdown-Dateien ein und erzeugt Notes/Chunks/Edges **idempotent**. -- Robuste Änderungserkennung: Mehrfach-Hashes werden parallel in der Note gespeichert - (Option C). Vergleich erfolgt **modusgenau** anhand von `hashes[::]`. - Ein Wechsel des Vergleichsmodus führt so **nicht** zu Massenänderungen. -- **Erstimport-Fix:** Bei leerem Qdrant gilt Create-Fall automatisch als geändert. -- **--baseline-modes:** fehlende Hash-Varianten „still“ nachtragen (nur Notes upserten). -- **--sync-deletes:** Punkte in Qdrant, die im Vault fehlen, sicher löschen (Dry-Run + Apply). -- **--prefix**: CLI-Override für COLLECTION_PREFIX. +Exportiert Markdown-Notizen aus Qdrant in einen Zielordner (Vault). +Rekonstruiert YAML-Frontmatter und Body. -Hash/Compare Konfiguration --------------------------- -- Vergleichsmodus: `--hash-mode body|frontmatter|full` oder ENV `MINDNET_HASH_MODE|MINDNET_HASH_COMPARE` -- Quelle: `--hash-source parsed|raw` (ENV: MINDNET_HASH_SOURCE, Default parsed) -- Normalisierung: `--hash-normalize canonical|none` (ENV: MINDNET_HASH_NORMALIZE, Default canonical) -- Optional: `--compare-text` (oder `MINDNET_COMPARE_TEXT=true`) vergleicht zusätzlich den parsed Body-Text direkt. +Body-Rekonstruktions-Priorität (abwärtskompatibel): + 1) notes.payload.fulltext (verlustfrei, wenn beim Import gespeichert) + 2) ansonsten aus allen zugehörigen Chunks: payload.text → payload.content → payload.raw + in stabiler, sequentieller Reihenfolge (seq/chunk_index/ID-Nummer) -Qdrant / ENV +Wichtige Fixes +-------------- +- **Pfad-Normalisierung**: erzwingt relative Pfade (führe führende '/' ab, backslashes → slashes), + damit ``--out`` nicht ignoriert wird. +- **`--prefix` (optional)**: Überschreibt COLLECTION_PREFIX; ENV bleibt Default (rückwärtskompatibel). + +ENV / Qdrant ------------ -- QDRANT_URL | QDRANT_HOST/QDRANT_PORT | QDRANT_API_KEY -- COLLECTION_PREFIX (Default: mindnet), via `--prefix` überschreibbar -- VECTOR_DIM (Default: 384) -- MINDNET_NOTE_SCOPE_REFS: true|false (Default: false) +- QDRANT_URL (oder QDRANT_HOST/QDRANT_PORT) +- QDRANT_API_KEY (optional) +- COLLECTION_PREFIX (Default: mindnet) + +Aufruf +------ + python3 -m scripts.export_markdown --out ./_exportVault + python3 -m scripts.export_markdown --out ./_exportVault --note-id 20250821-foo + python3 -m scripts.export_markdown --out ./_exportVault --overwrite + python3 -m scripts.export_markdown --out ./_exportVault --prefix mindnet_dev # optional Beispiele --------- - # Standard (Body, parsed, canonical) - python3 -m scripts.import_markdown --vault ./vault - - # Erstimport nach truncate (Create-Fall) - python3 -m scripts.import_markdown --vault ./vault --apply --purge-before-upsert - - # Baseline für parsed:canonical „still“ auffüllen - MINDNET_HASH_SOURCE=parsed MINDNET_HASH_NORMALIZE=canonical \ - python3 -m scripts.import_markdown --vault ./vault --apply --baseline-modes - - # Frontmatter-Vergleich ohne Massenänderungen (nach Baseline) - MINDNET_HASH_COMPARE=Frontmatter \ - python3 -m scripts.import_markdown --vault ./vault - - # Sync-Deletes (Dry-Run → Apply) - python3 -m scripts.import_markdown --vault ./vault --sync-deletes - python3 -m scripts.import_markdown --vault ./vault --sync-deletes --apply - - # Prefix explizit setzen - python3 -m scripts.import_markdown --vault ./vault --prefix mindnet +COLLECTION_PREFIX=mindnet QDRANT_URL=http://127.0.0.1:6333 \\ + python3 -m scripts.export_markdown --out ./_exportVault --overwrite """ + from __future__ import annotations import argparse import json import os -import sys -from typing import Dict, List, Optional, Tuple, Any, Set +import re +from typing import Dict, Iterable, List, Optional, Tuple -from dotenv import load_dotenv +import yaml from qdrant_client.http import models as rest +from qdrant_client import QdrantClient -from app.core.parser import ( - read_markdown, - normalize_frontmatter, - validate_required_frontmatter, -) -from app.core.note_payload import make_note_payload -from app.core.chunker import assemble_chunks -from app.core.chunk_payload import make_chunk_payloads -# Kompatibel zu beiden Modulnamen: -try: - from app.core.derive_edges import build_edges_for_note -except Exception: # pragma: no cover - from app.core.edges import build_edges_for_note # type: ignore -from app.core.qdrant import ( - QdrantConfig, - get_client, - ensure_collections, - ensure_payload_indexes, -) -from app.core.qdrant_points import ( - points_for_chunks, - points_for_note, - points_for_edges, - upsert_batch, -) +from app.core.qdrant import QdrantConfig, get_client, ensure_collections -try: - from app.core.embed import embed_texts # optional -except Exception: - embed_texts = None -# --------------------------------------------------------------------- -# Helper -# --------------------------------------------------------------------- +# ----------------------------------------------------------------------------- +# Utilities +# ----------------------------------------------------------------------------- -def iter_md(root: str) -> List[str]: - out: List[str] = [] - for dirpath, _, filenames in os.walk(root): - for fn in filenames: - if not fn.lower().endswith(".md"): - continue - p = os.path.join(dirpath, fn) - pn = p.replace("\\", "/") - if any(ex in pn for ex in ["/.obsidian/", "/_backup_frontmatter/", "/_imported/"]): - continue - out.append(p) - return sorted(out) - -def collections(prefix: str) -> Tuple[str, str, str]: +def _names(prefix: str) -> Tuple[str, str, str]: return f"{prefix}_notes", f"{prefix}_chunks", f"{prefix}_edges" -def fetch_existing_note_payload(client, prefix: str, note_id: str) -> Optional[Dict]: - notes_col, _, _ = collections(prefix) - f = rest.Filter(must=[rest.FieldCondition(key="note_id", match=rest.MatchValue(value=note_id))]) - points, _ = client.scroll( - collection_name=notes_col, - scroll_filter=f, - with_payload=True, - with_vectors=False, - limit=1, - ) - if not points: - return None - return points[0].payload or {} -def list_qdrant_note_ids(client, prefix: str) -> Set[str]: - """Liest alle note_ids aus der Notes-Collection (per Scroll).""" - notes_col, _, _ = collections(prefix) - out: Set[str] = set() +def _ensure_dir(path: str) -> None: + d = os.path.dirname(path) + if d and not os.path.isdir(d): + os.makedirs(d, exist_ok=True) + + +def _normalize_rel_path(p: str) -> str: + """Pfad relativ halten & normalisieren (slashes, führende / entfernen).""" + p = (p or "").replace("\\", "/") + return p.lstrip("/") + + +def _to_md(frontmatter: dict, body: str) -> str: + fm = yaml.safe_dump(frontmatter, sort_keys=False, allow_unicode=True).strip() + return f"---\n{fm}\n---\n{(body or '').rstrip()}\n" + + +def _scroll_all( + client: QdrantClient, + col: str, + flt: Optional[rest.Filter] = None, + with_payload: bool = True, + with_vectors: bool = False, + limit: int = 256, +): + """Scrollt durch alle Punkte einer Collection und liefert eine Liste mit Points.""" + out = [] next_page = None while True: pts, next_page = client.scroll( - collection_name=notes_col, - with_payload=True, - with_vectors=False, - limit=256, + collection_name=col, + scroll_filter=flt, + with_payload=with_payload, + with_vectors=with_vectors, + limit=limit, offset=next_page, ) if not pts: break - for p in pts: - pl = p.payload or {} - nid = pl.get("note_id") - if isinstance(nid, str): - out.add(nid) - if next_page is None: + out.extend(pts) + if not next_page: break return out -def purge_note_artifacts(client, prefix: str, note_id: str) -> None: - """ - Löscht alle Chunks & Edges zu einer Note mittels Filter-Selector (kompatibel mit aktuellen Qdrant-Clients). - """ - _, chunks_col, edges_col = collections(prefix) - filt = rest.Filter(must=[rest.FieldCondition(key="note_id", match=rest.MatchValue(value=note_id))]) - try: - client.delete( - collection_name=chunks_col, - points_selector=rest.FilterSelector(filter=filt), - wait=True - ) - except Exception as e: - print(json.dumps({"note_id": note_id, "warn": f"delete chunks via filter failed: {e}"})) - - try: - client.delete( - collection_name=edges_col, - points_selector=rest.FilterSelector(filter=filt), - wait=True - ) - except Exception as e: - print(json.dumps({"note_id": note_id, "warn": f"delete edges via filter failed: {e}"})) - -def delete_note_everywhere(client, prefix: str, note_id: str) -> None: - """Löscht Note + zugehörige Chunks + Edges per Filter.""" - notes_col, chunks_col, edges_col = collections(prefix) - filt = rest.Filter(must=[rest.FieldCondition(key="note_id", match=rest.MatchValue(value=note_id))]) - # Reihenfolge: erst edges/chunks, dann note - for col in (edges_col, chunks_col, notes_col): +def _load_chunks_for_note(client: QdrantClient, chunks_col: str, note_id: str) -> List[dict]: + flt = rest.Filter(must=[rest.FieldCondition( + key="note_id", + match=rest.MatchValue(value=note_id), + )]) + pts = _scroll_all(client, chunks_col, flt, with_payload=True, with_vectors=False) + # Sortierung: bevorzugt seq → chunk_index → Nummer in id + def _seq(pl: dict) -> Tuple[int, int, int]: + s1 = pl.get("seq", pl.get("chunk_index", -1)) + s2 = pl.get("chunk_index", -1) + # Nummer-Anteil aus "noteid#" + s3 = 0 try: - client.delete( - collection_name=col, - points_selector=rest.FilterSelector(filter=filt), - wait=True - ) - except Exception as e: - print(json.dumps({"note_id": note_id, "warn": f"delete in {col} failed: {e}"})) + m = re.search(r"#(\\d+)$", pl.get("id") or "") + if m: + s3 = int(m.group(1)) + except Exception: + pass + return (int(s1) if isinstance(s1, int) else -1, int(s2) if isinstance(s2, int) else -1, s3) -def _resolve_mode(val: Optional[str]) -> str: - v = (val or os.environ.get("MINDNET_HASH_MODE") or os.environ.get("MINDNET_HASH_COMPARE") or "body").strip().lower() - if v in ("full", "fulltext", "body+frontmatter", "bodyplusfrontmatter"): - return "full" - if v in ("frontmatter", "fm"): - return "frontmatter" - return "body" + pts_sorted = sorted(pts, key=lambda p: _seq(p.payload or {})) + return [p.payload or {} for p in pts_sorted] -def _env(key: str, default: str) -> str: - return (os.environ.get(key) or default).strip().lower() -# --------------------------------------------------------------------- +def _reconstruct_body(note_pl: dict, chunk_payloads: List[dict]) -> str: + # 1) Volltext vorhanden? + fulltext = note_pl.get("fulltext") + if isinstance(fulltext, str) and fulltext.strip(): + return fulltext + + # 2) Aus Chunks zusammensetzen: text → content → raw + parts: List[str] = [] + for ch in chunk_payloads: + text = ch.get("text") or ch.get("content") or ch.get("raw") + if isinstance(text, str) and text.strip(): + parts.append(text.rstrip()) + return ("\n\n".join(parts)).rstrip() + ("\n" if parts else "") + + +def _export_one_note( + client: QdrantClient, + prefix: str, + note_pl: dict, + out_root: str, + overwrite: bool, +) -> dict: + notes_col, chunks_col, _ = _names(prefix) + note_id = note_pl.get("note_id") or note_pl.get("id") + + # Pfad robust bestimmen und relativ halten + path = note_pl.get("path") or f"{note_id}.md" + path = _normalize_rel_path(path) + out_path = os.path.join(out_root, path).replace("\\", "/") + + # Frontmatter aus Payload zurückführen (nur bekannte Felder) + fm: Dict[str, object] = {} + for k in [ + "title", "id", "type", "status", "created", "updated", "tags", + "priority", "effort_min", "due", "people", "aliases", + "depends_on", "assigned_to", "lang", + ]: + v = note_pl.get(k) if k in note_pl else note_pl.get(f"note_{k}") + if v not in (None, [], ""): + fm[k] = v + + # Mindestfelder + if "id" not in fm and note_id: + fm["id"] = note_id + if "title" not in fm and note_pl.get("title"): + fm["title"] = note_pl["title"] + + # Body beschaffen + chunks = _load_chunks_for_note(client, chunks_col, note_id) + body = _reconstruct_body(note_pl, chunks) + + # Schreiben? + if os.path.exists(out_path) and not overwrite: + return {"note_id": note_id, "path": path, "status": "skip_exists"} + + _ensure_dir(out_path) + with open(out_path, "w", encoding="utf-8") as f: + f.write(_to_md(fm, body)) + + return {"note_id": note_id, "path": path, "status": "written"} + + +# ----------------------------------------------------------------------------- # Main -# --------------------------------------------------------------------- +# ----------------------------------------------------------------------------- def main() -> None: - load_dotenv() ap = argparse.ArgumentParser() - ap.add_argument("--vault", required=True, help="Pfad zum Obsidian-Vault (Root-Ordner)") - ap.add_argument("--apply", action="store_true", help="Schreibt in Qdrant; ohne Flag nur Dry-Run") - ap.add_argument("--purge-before-upsert", action="store_true", - help="Vor Upsert Chunks & Edges der GEÄNDERTEN Note löschen") - ap.add_argument("--note-id", help="Nur eine bestimmte Note-ID verarbeiten") - ap.add_argument("--embed-note", action="store_true", help="Optional: Note-Volltext einbetten") - ap.add_argument("--force-replace", action="store_true", - help="Änderungserkennung ignorieren und immer upserten (+ optional Purge)") - ap.add_argument("--hash-mode", choices=["body", "frontmatter", "full"], default=None, - help="Vergleichsmodus (Body | Frontmatter | Full)") - ap.add_argument("--hash-normalize", choices=["canonical", "none"], default=None) - ap.add_argument("--hash-source", choices=["parsed", "raw"], default=None, - help="Quelle für die Hash-Berechnung (Default: parsed)") - ap.add_argument("--note-scope-refs", action="store_true", - help="(Optional) erzeugt zusätzlich references:note (Default: aus)") - ap.add_argument("--debug-hash-diff", action="store_true", - help="(reserviert) optionaler Body-Diff (nicht nötig bei Option C)") - ap.add_argument("--compare-text", action="store_true", - help="Parsed fulltext zusätzlich direkt vergleichen (über Hash hinaus)") - ap.add_argument("--baseline-modes", action="store_true", - help="Fehlende Hash-Varianten im Feld 'hashes' still nachtragen (Upsert NUR Notes)") - ap.add_argument("--sync-deletes", action="store_true", - help="Notes/Chunks/Edges löschen, die in Qdrant existieren aber im Vault fehlen (Dry-Run; mit --apply ausführen)") - ap.add_argument("--prefix", help="Collection-Prefix (überschreibt ENV COLLECTION_PREFIX)") + ap.add_argument("--out", required=True, help="Zielordner für den Export-Vault") + ap.add_argument("--note-id", help="Nur eine Note exportieren (Note-ID)") + ap.add_argument("--overwrite", action="store_true", help="Bestehende Dateien überschreiben") + ap.add_argument("--prefix", help="(Optional) überschreibt COLLECTION_PREFIX aus ENV") args = ap.parse_args() - mode = _resolve_mode(args.hash_mode) # body|frontmatter|full - src = _env("MINDNET_HASH_SOURCE", args.hash_source or "parsed") # parsed|raw - norm = _env("MINDNET_HASH_NORMALIZE", args.hash_normalize or "canonical") # canonical|none - note_scope_refs_env = (_env("MINDNET_NOTE_SCOPE_REFS", "false") == "true") - note_scope_refs = args.note_scope_refs or note_scope_refs_env - compare_text = args.compare_text or (_env("MINDNET_COMPARE_TEXT", "false") == "true") - + # Qdrant-Konfiguration cfg = QdrantConfig.from_env() if args.prefix: - cfg.prefix = args.prefix.strip() + cfg.prefix = args.prefix # abwärtskompatibel: ENV bleibt Default + client = get_client(cfg) ensure_collections(client, cfg.prefix, cfg.dim) - ensure_payload_indexes(client, cfg.prefix) - root = os.path.abspath(args.vault) - files = iter_md(root) - if not files: - print("Keine Markdown-Dateien gefunden.", file=sys.stderr) - sys.exit(2) + notes_col, _, _ = _names(cfg.prefix) - # Optional: Sync-Deletes vorab - if args.sync_deletes: - # Vault-Note-IDs sammeln - vault_note_ids: Set[str] = set() - for path in files: - try: - parsed = read_markdown(path) - if not parsed: - continue - fm = normalize_frontmatter(parsed.frontmatter) - nid = fm.get("id") - if isinstance(nid, str): - vault_note_ids.add(nid) - except Exception: - continue - # Qdrant-Note-IDs sammeln - qdrant_note_ids = list_qdrant_note_ids(client, cfg.prefix) - to_delete = sorted(qdrant_note_ids - vault_note_ids) - print(json.dumps({ - "action": "sync-deletes", - "prefix": cfg.prefix, - "qdrant_total": len(qdrant_note_ids), - "vault_total": len(vault_note_ids), - "to_delete_count": len(to_delete), - "to_delete": to_delete[:50] + (["…"] if len(to_delete) > 50 else []) - }, ensure_ascii=False)) - if args.apply and to_delete: - for nid in to_delete: - print(json.dumps({"action": "delete", "note_id": nid, "decision": "apply"})) - delete_note_everywhere(client, cfg.prefix, nid) - # Danach normal mit Import fortfahren (z. B. neue Vault-Notes anlegen) + # Notes holen (optional gefiltert) + flt = None + if args.note_id: + flt = rest.Filter(must=[rest.FieldCondition( + key="note_id", + match=rest.MatchValue(value=args.note_id), + )]) - key_current = f"{mode}:{src}:{norm}" + note_pts = _scroll_all(client, notes_col, flt, with_payload=True, with_vectors=False) + if not note_pts: + print(json.dumps({"exported": 0, "out": args.out, "message": "Keine Notes gefunden."}, ensure_ascii=False)) + return - processed = 0 - for path in files: - # -------- Parse & Validate -------- + results = [] + for p in note_pts: + pl = p.payload or {} try: - parsed = read_markdown(path) + res = _export_one_note(client, cfg.prefix, pl, args.out, args.overwrite) except Exception as e: - print(json.dumps({"path": path, "error": f"read_markdown failed: {e}"})) - continue - if parsed is None: - print(json.dumps({"path": path, "error": "read_markdown returned None"})) - continue + res = {"note_id": pl.get("note_id") or pl.get("id"), "error": str(e)} + results.append(res) - try: - fm = normalize_frontmatter(parsed.frontmatter) - validate_required_frontmatter(fm) - except Exception as e: - print(json.dumps({"path": path, "error": f"Frontmatter invalid: {e}"})) - continue - - if args.note_id and fm.get("id") != args.note_id: - continue - - processed += 1 - - # -------- Build new payload (includes 'hashes') -------- - note_pl = make_note_payload( - parsed, - vault_root=root, - hash_mode=mode, - hash_normalize=norm, - hash_source=src, - file_path=path, - ) - if not note_pl.get("fulltext"): - note_pl["fulltext"] = getattr(parsed, "body", "") or "" - - note_id = note_pl.get("note_id") or fm.get("id") - if not note_id: - print(json.dumps({"path": path, "error": "Missing note_id after payload build"})) - continue - - # -------- Fetch old payload -------- - old_payload = None if args.force_replace else fetch_existing_note_payload(client, cfg.prefix, note_id) - has_old = old_payload is not None - - old_hashes = (old_payload or {}).get("hashes") or {} - old_hash_exact = old_hashes.get(key_current) - - # Neu-Hash (aktueller Modus) aus neuem Payload - new_hash_exact = (note_pl.get("hashes") or {}).get(key_current) - - needs_baseline = (old_hash_exact is None) - - # Change-Detection: - # - CREATE: wenn es KEIN Alt-Payload gibt -> changed=True - # - UPDATE: baseline existiert UND Hash differiert - # - force/text_changed wie gehabt - hash_changed = (old_hash_exact is not None and new_hash_exact is not None and old_hash_exact != new_hash_exact) - - text_changed = False - if compare_text: - old_text = (old_payload or {}).get("fulltext") or "" - new_text = note_pl.get("fulltext") or "" - text_changed = (old_text != new_text) - - changed = args.force_replace or (not has_old) or hash_changed or text_changed - - # Baseline-only nur, wenn Alt-Payload existiert UND Key fehlt UND keine sonstige Änderung - do_baseline_only = (args.baseline_modes and has_old and needs_baseline and not changed) - - # -------- Optional: Chunks / Embeddings / Edges vorbereiten -------- - # CREATE/UPDATE: wir brauchen Chunks/Edges; Baseline-only: nein - chunks = [] - chunk_pls = [] - edges = [] - vecs = [] - if (args.apply and (changed and (not do_baseline_only))): - try: - chunks = assemble_chunks(fm["id"], getattr(parsed, "body", "") or "", fm.get("type", "concept")) - chunk_pls = make_chunk_payloads(fm, note_pl["path"], chunks) - except Exception as e: - print(json.dumps({"path": path, "note_id": note_id, "error": f"chunk build failed: {e}"})) - continue - - if embed_texts: - try: - vecs = embed_texts([getattr(c, "text", "") for c in chunks]) # type: ignore[attr-defined] - except Exception as e: - print(json.dumps({"path": path, "note_id": note_id, "warn": f"embed_texts failed, using zeros: {e}"})) - vecs = [[0.0] * cfg.dim for _ in chunks] - else: - vecs = [[0.0] * cfg.dim for _ in chunks] - - try: - note_refs = note_pl.get("references") or [] - edges = build_edges_for_note( - note_id, - chunk_pls, - note_refs, - include_note_scope_refs=note_scope_refs, - ) - except Exception as e: - print(json.dumps({"path": path, "note_id": note_id, "error": f"build_edges_for_note failed: {e}"})) - continue - - # -------- Summary -------- - summary = { - "note_id": note_id, - "title": fm.get("title"), - "chunks": len(chunk_pls), - "edges": len(edges), - "changed": changed, - "needs_baseline_for_mode": needs_baseline, - "decision": ("baseline-only" if args.apply and do_baseline_only else - "apply" if args.apply and changed else - "apply-skip-unchanged" if args.apply and not changed else - "dry-run"), - "path": note_pl["path"], - "hash_mode": mode, - "hash_normalize": norm, - "hash_source": src, - "prefix": cfg.prefix, - } - print(json.dumps(summary, ensure_ascii=False)) - - # -------- Writes -------- - if not args.apply: - continue - - # BASELINE-ONLY: fehlenden Key nachtragen, ohne legacy Felder anzutasten - if do_baseline_only: - merged_hashes = {} - merged_hashes.update(old_hashes) - merged_hashes.update(note_pl.get("hashes") or {}) - # Legacy-Hashfelder unverändert lassen, falls vorhanden - if old_payload: - note_pl["hash_fulltext"] = old_payload.get("hash_fulltext", note_pl.get("hash_fulltext")) - note_pl["hash_signature"] = old_payload.get("hash_signature", note_pl.get("hash_signature")) - note_pl["hashes"] = merged_hashes - notes_name, note_pts = points_for_note(cfg.prefix, note_pl, None, cfg.dim) - upsert_batch(client, notes_name, note_pts) - continue - - # Normale CREATE/UPDATE - if not changed: - continue - - if args.purge_before_upsert and has_old: - try: - purge_note_artifacts(client, cfg.prefix, note_id) - except Exception as e: - print(json.dumps({"path": path, "note_id": note_id, "warn": f"purge failed: {e}"})) - - notes_name, note_pts = points_for_note(cfg.prefix, note_pl, None, cfg.dim) - upsert_batch(client, notes_name, note_pts) - chunks_name, chunk_pts = points_for_chunks(cfg.prefix, chunk_pls, vecs) - upsert_batch(client, chunks_name, chunk_pts) - edges_name, edge_pts = points_for_edges(cfg.prefix, edges) - upsert_batch(client, edges_name, edge_pts) - - print(f"Done. Processed notes: {processed}") + print(json.dumps({ + "exported": len([r for r in results if r.get("status") == "written"]), + "skipped": len([r for r in results if r.get("status") == "skip_exists"]), + "out": args.out, + "details": results, + }, ensure_ascii=False)) if __name__ == "__main__":