cognee/cognitive_architecture/database/create_database.py

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5 KiB
Python

import os
import logging
import psycopg2
from dotenv import load_dotenv
from relationaldb.database import Base
from sqlalchemy import create_engine, text
from relationaldb.models import memory
from relationaldb.models import metadatas
from relationaldb.models import operation
from relationaldb.models import sessions
from relationaldb.models import user
from relationaldb.models import docs
load_dotenv()
logger = logging.getLogger(__name__)
import os
import logging
from sqlalchemy import create_engine, text
from sqlalchemy.exc import SQLAlchemyError
from contextlib import contextmanager
from dotenv import load_dotenv
from relationaldb.database import Base # Assuming all models are imported within this module
from relationaldb.database import DatabaseConfig # Assuming DatabaseConfig is defined as before
load_dotenv()
logger = logging.getLogger(__name__)
class DatabaseManager:
def __init__(self, config: DatabaseConfig):
self.config = config
self.engine = create_engine(config.get_sqlalchemy_database_url())
self.db_type = config.db_type
@contextmanager
def get_connection(self):
if self.db_type in ['sqlite', 'duckdb']:
# For SQLite and DuckDB, the engine itself manages connections
yield self.engine
else:
connection = self.engine.connect()
try:
yield connection
finally:
connection.close()
def database_exists(self, db_name):
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}'")
with self.get_connection() as connection:
result = connection.execute(query).fetchone()
return result is not None
def create_database(self, db_name):
if self.db_type not in ['sqlite', 'duckdb']:
# For databases like PostgreSQL, create the database explicitly
with self.get_connection() as connection:
connection.execution_options(isolation_level="AUTOCOMMIT")
connection.execute(f"CREATE DATABASE {db_name}")
def drop_database(self, db_name):
if self.db_type in ['sqlite', 'duckdb']:
# For SQLite and DuckDB, simply remove the database file
os.remove(db_name)
else:
with self.get_connection() as connection:
connection.execution_options(isolation_level="AUTOCOMMIT")
connection.execute(f"DROP DATABASE IF EXISTS {db_name}")
def create_tables(self):
Base.metadata.create_all(bind=self.engine)
if __name__ == "__main__":
# Example usage with SQLite
config = DatabaseConfig(db_type='sqlite', db_name='mydatabase.db')
# For DuckDB, you would set db_type to 'duckdb' and provide the database file name
# config = DatabaseConfig(db_type='duckdb', db_name='mydatabase.duckdb')
db_manager = DatabaseManager(config=config)
database_name = config.db_name
if not db_manager.database_exists(database_name):
logger.info(f"Database {database_name} does not exist. Creating...")
db_manager.create_database(database_name)
logger.info(f"Database {database_name} created successfully.")
db_manager.create_tables()
#
# def create_admin_engine(username, password, host, database_name):
# admin_url = f"postgresql://{username}:{password}@{host}:5432/{database_name}"
# return create_engine(admin_url)
#
# def database_exists(connection, db_name):
# query = text(f"SELECT 1 FROM pg_database WHERE datname='{db_name}'")
# result = connection.execute(query).fetchone()
# return result is not None
#
# def create_database(connection, db_name):
# connection.set_isolation_level(psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT)
# cursor = connection.cursor()
# cursor.execute(f"CREATE DATABASE {db_name}")
# cursor.close()
#
# def drop_database(connection, db_name):
# connection.set_isolation_level(psycopg2.extensions.ISOLATION_LEVEL_AUTOCOMMIT)
# cursor = connection.cursor()
# cursor.execute(f"DROP DATABASE IF EXISTS {db_name}")
# cursor.close()
#
#
#
# def create_tables(engine):
# Base.metadata.create_all(bind = engine)
#
# if __name__ == "__main__":
# host = os.environ.get('POSTGRES_HOST')
# username = os.environ.get('POSTGRES_USER')
# password = os.environ.get('POSTGRES_PASSWORD')
# database_name = os.environ.get('POSTGRES_DB')
#
# engine = create_admin_engine(username, password, host, database_name)
# connection = engine.connect()
#
# # print(Base.metadata.tables)
#
# if not database_exists(connection, database_name):
# logger.info(f"Database {database_name} does not exist. Creating...")
# create_database(connection, database_name)
# logger.info(f"Database {database_name} created successfully.")
#
# connection.close()
# engine.dispose()
#
# create_tables(engine)