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105 lines
2.9 KiB
Python
105 lines
2.9 KiB
Python
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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"""
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FILE: scripts/debug_qdrant_state.py
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VERSION: 2.1.0 (2025-12-15)
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STATUS: Active (Debug-Tool)
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COMPATIBILITY: v2.9.1 (Post-WP14/WP-15b)
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Zweck:
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-------
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Zeigt schnelle Übersicht über den Qdrant-Zustand.
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Gibt Prefix, Collections, Punkt-Anzahlen und Beispiel-IDs aus.
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Funktionsweise:
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---------------
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1. Verbindet mit Qdrant
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2. Ermittelt Collections für das Präfix
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3. Zählt Points in jeder Collection
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4. Extrahiert Beispiel-IDs (erste 5)
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Ergebnis-Interpretation:
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------------------------
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- Ausgabe: JSON mit Zustands-Übersicht
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* prefix: Collection-Präfix
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* collections: Namen der Collections
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* counts: Punkt-Anzahlen pro Collection
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* samples: Beispiel-IDs pro Collection
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Verwendung:
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-----------
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- Schnelle Status-Prüfung
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- Debugging von Verbindungsproblemen
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- Validierung der Collection-Struktur
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Hinweise:
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---------
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- Nutzt count() für exakte Zählung (falls verfügbar)
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- Fallback auf scroll() bei Problemen
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Aufruf:
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-------
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python3 -m scripts.debug_qdrant_state
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python3 -m scripts.debug_qdrant_state --prefix mindnet_dev
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Parameter:
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----------
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--prefix TEXT Collection-Präfix (Default: ENV COLLECTION_PREFIX oder mindnet)
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Änderungen:
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-----------
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v2.1.0 (2025-12-15): Dokumentation aktualisiert
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v1.0.0: Initial Release
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"""
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from __future__ import annotations
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import argparse, os, json
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from app.core.qdrant import QdrantConfig, get_client
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def count_points(client, collection: str) -> int:
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try:
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res = client.count(collection, exact=True)
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return int(getattr(res, "count", 0))
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except Exception:
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pts, _ = client.scroll(collection, limit=1)
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return 1 if pts else 0
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def sample_ids(client, collection: str, id_key: str, limit: int = 5):
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pts, _ = client.scroll(collection, with_payload=True, with_vectors=False, limit=limit)
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out = []
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for p in pts or []:
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pl = p.payload or {}
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if id_key in pl:
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out.append(pl[id_key])
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return out
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def main():
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ap = argparse.ArgumentParser()
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ap.add_argument("--prefix", default=os.environ.get("COLLECTION_PREFIX", "mindnet"))
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args = ap.parse_args()
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cfg = QdrantConfig.from_env()
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cfg.prefix = args.prefix
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client = get_client(cfg)
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notes = f"{cfg.prefix}_notes"
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chunks = f"{cfg.prefix}_chunks"
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edges = f"{cfg.prefix}_edges"
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print(json.dumps({
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"prefix": cfg.prefix,
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"collections": {"notes": notes, "chunks": chunks, "edges": edges},
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"counts": {
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"notes": count_points(client, notes),
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"chunks": count_points(client, chunks),
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"edges": count_points(client, edges),
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},
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"samples": {
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"notes.note_id": sample_ids(client, notes, "note_id"),
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"chunks.note_id": sample_ids(client, chunks, "note_id"),
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"edges.note_id": sample_ids(client, edges, "note_id"),
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}
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}, ensure_ascii=False, indent=2))
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if __name__ == "__main__":
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main()
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