cognee/cognitive_architecture/database/database_manager.py

67 lines
2.7 KiB
Python

"""This module provides functionalities for creating and managing databases."""
import os
from contextlib import asynccontextmanager
from sqlalchemy import create_engine, text
from sqlalchemy.ext.asyncio import create_async_engine
from config import Config
from database.relationaldb.database import Base, get_sqlalchemy_database_url
from database.relationaldb.models import memory, metadatas, operation, sessions, user, docs
globalConfig = Config()
class DatabaseManager:
"""Manages database creation, deletion, and table initialization."""
def __init__(self):
"""Initialize the Database Url with a given configuration."""
self.engine = create_async_engine(get_sqlalchemy_database_url("sqlite"), echo = True)
self.db_type = globalConfig.db_type
@asynccontextmanager
async def get_connection(self):
"""Initialize the DatabaseManager with a given configuration."""
if self.db_type in ["sqlite", "duckdb"]:
# For SQLite and DuckDB, the engine itself manages connections
yield self.engine
else:
async with self.engine.connect() as connection:
yield connection
async def database_exists(self, db_name):
"""Check if a database exists."""
if self.db_type in ["sqlite", "duckdb"]:
# For SQLite and DuckDB, check if the database file exists
return os.path.exists(db_name)
else:
query = text(f"SELECT 1 FROM pg_database WHERE datname='{db_name}'")
async with self.get_connection() as connection:
result = await connection.execute(query)
return await result.fetchone() is not None
async def create_database(self, db_name):
"""Create a new database."""
if self.db_type not in ["sqlite", "duckdb"]:
# For databases like PostgreSQL, create the database explicitly
async with self.get_connection() as connection:
await connection.execute(text(f"CREATE DATABASE {db_name}"))
async def drop_database(self, db_name):
"""Drop an existing database."""
if self.db_type in ["sqlite", "duckdb"]:
# For SQLite and DuckDB, simply remove the database file
os.remove(db_name)
else:
async with self.get_connection() as connection:
await connection.execute(text(f"DROP DATABASE IF EXISTS {db_name}"))
async def create_tables(self):
"""Create tables based on the SQLAlchemy Base metadata."""
try:
async with self.engine.begin() as conn:
await conn.run_sync(Base.metadata.create_all)
except Exception as e:
print(e)
raise e