#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Bootstrap (idempotent) für Qdrant-Collections rund um Pläne – v1.3.0 - Fügt fehlende Payload-Indizes hinzu (KEYWORD/FLOAT), idempotent. - NEU: FLOAT-Index `plans.created_at_ts` für serverseitige Zeitfensterfilter. """ import os from qdrant_client import QdrantClient from qdrant_client.models import PayloadSchemaType QDRANT_HOST = os.getenv("QDRANT_HOST", "localhost") QDRANT_PORT = int(os.getenv("QDRANT_PORT", "6333")) PLANS = os.getenv("PLAN_COLLECTION") or os.getenv("QDRANT_COLLECTION_PLANS", "plans") TEMPLATES = os.getenv("PLAN_TEMPLATE_COLLECTION", "plan_templates") SESSIONS = os.getenv("PLAN_SESSION_COLLECTION", "plan_sessions") INDEX_SPECS = { TEMPLATES: [ ("discipline", PayloadSchemaType.KEYWORD), ("age_group", PayloadSchemaType.KEYWORD), ("target_group", PayloadSchemaType.KEYWORD), ("section_names", PayloadSchemaType.KEYWORD), ("section_must_keywords", PayloadSchemaType.KEYWORD), ("section_ideal_keywords", PayloadSchemaType.KEYWORD), ("section_supplement_keywords", PayloadSchemaType.KEYWORD), ("section_forbid_keywords", PayloadSchemaType.KEYWORD), ("goals", PayloadSchemaType.KEYWORD), ], PLANS: [ ("discipline", PayloadSchemaType.KEYWORD), ("age_group", PayloadSchemaType.KEYWORD), ("target_group", PayloadSchemaType.KEYWORD), ("sections.name", PayloadSchemaType.KEYWORD), # legacy, belassen ("plan_section_names", PayloadSchemaType.KEYWORD), ("goals", PayloadSchemaType.KEYWORD), ("created_by", PayloadSchemaType.KEYWORD), ("created_at", PayloadSchemaType.KEYWORD), ("created_at_ts", PayloadSchemaType.FLOAT), # NEU ("fingerprint", PayloadSchemaType.KEYWORD), ("title", PayloadSchemaType.KEYWORD), ], SESSIONS: [ ("plan_id", PayloadSchemaType.KEYWORD), ("executed_at", PayloadSchemaType.KEYWORD), ("coach", PayloadSchemaType.KEYWORD), ("group_label", PayloadSchemaType.KEYWORD), ], } def _create_indexes(client: QdrantClient, collection: str, specs): try: client.get_collection(collection) print(f"[Bootstrap v1.3.0] Collection '{collection}' ok.") except Exception as e: print(f"[Bootstrap v1.3.0] WARN: Collection '{collection}' nicht gefunden (wird beim ersten Upsert erstellt). Details: {e}") return for field, schema in specs: try: client.create_payload_index(collection_name=collection, field_name=field, field_schema=schema) print(f"[Bootstrap v1.3.0] Index created: {collection}.{field} ({schema})") except Exception as e: print(f"[Bootstrap v1.3.0] Index exists or skipped: {collection}.{field} -> {e}") def main(): print(f"[Bootstrap v1.3.0] Qdrant @ {QDRANT_HOST}:{QDRANT_PORT}") print(f"[Bootstrap v1.3.0] Collections: TEMPLATES={TEMPLATES} PLANS={PLANS} SESSIONS={SESSIONS}") client = QdrantClient(host=QDRANT_HOST, port=QDRANT_PORT) for coll, specs in INDEX_SPECS.items(): _create_indexes(client, coll, specs) print("[Bootstrap v1.3.0] done.") if __name__ == "__main__": main()