69 lines
2.0 KiB
Python
69 lines
2.0 KiB
Python
"""
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检查 Qdrant 中数据的 metadata 存储结构
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"""
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import asyncio
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import sys
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from pathlib import Path
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sys.path.insert(0, str(Path(__file__).parent.parent))
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from app.core.config import get_settings
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from app.core.qdrant_client import QdrantClient
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async def check_metadata_structure():
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"""检查 Qdrant 中数据的 metadata 存储结构"""
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settings = get_settings()
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client = QdrantClient()
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qdrant = await client.get_client()
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tenant_id = "szmp@ash@2026"
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kb_id = "75c465fe-277d-455d-a30b-4b168adcc03b"
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collection_name = client.get_kb_collection_name(tenant_id, kb_id)
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print(f"\n{'='*80}")
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print(f"检查 Qdrant 数据结构")
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print(f"{'='*80}")
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print(f"Collection: {collection_name}")
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points = await qdrant.scroll(
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collection_name=collection_name,
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limit=3,
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with_vectors=False,
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)
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print(f"\n找到 {len(points[0])} 条数据:")
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for i, point in enumerate(points[0], 1):
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print(f"\n--- Point {i} ---")
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if hasattr(point, 'payload'):
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payload = point.payload
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point_id = point.id
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else:
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payload = point.get('payload', {})
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point_id = point.get('id', 'unknown')
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print(f"ID: {point_id}")
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print(f"Payload keys: {list(payload.keys())}")
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# 打印完整的 payload 结构
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for key, value in payload.items():
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if key == 'text':
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print(f" {key}: {value[:50]}..." if len(str(value)) > 50 else f" {key}: {value}")
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elif key == 'vector':
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print(f" {key}: [向量数据]")
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else:
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print(f" {key}: {value}")
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# 检查 metadata 字段
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if 'metadata' in payload:
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print(f"\n metadata 字段内容:")
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for mk, mv in payload['metadata'].items():
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print(f" {mk}: {mv}")
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if __name__ == "__main__":
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asyncio.run(check_metadata_structure())
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