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43 lines
1.1 KiB
Python
43 lines
1.1 KiB
Python
from typing import Optional
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import lancedb
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import pyarrow as pa
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from configs import cfg_manager
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db_schema = pa.schema(
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[
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pa.field("id", pa.int32()),
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pa.field("label", pa.string()),
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pa.field("vector", pa.list_(pa.float32(), 1024)),
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pa.field("binary", pa.binary()),
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]
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)
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class DatabaseManager:
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"""Singleton Database manager"""
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_instance: Optional["DatabaseManager"] = None
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db: lancedb.DBConnection
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table: lancedb.Table
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def __new__(cls) -> "DatabaseManager":
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if cls._instance is None:
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cls._instance = super().__new__(cls)
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return cls._instance
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def __init__(self):
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# 获取数据库位置
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config = cfg_manager.get()
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db_path = config.output.directory / "database"
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# 初始化数据库与表格
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self.db = lancedb.connect(db_path)
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if "default" not in self.db.list_tables().tables:
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self.table = self.db.create_table("default", schema=db_schema)
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else:
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self.table = self.db.open_table("default")
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db_manager = DatabaseManager()
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