""" Copyright 2024, Zep Software, Inc. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. """ import logging from collections.abc import Coroutine from typing import Any from neo4j import AsyncGraphDatabase, EagerResult from typing_extensions import LiteralString from graphiti_core.driver.driver import GraphDriver, GraphDriverSession, GraphProvider from graphiti_core.helpers import semaphore_gather logger = logging.getLogger(__name__) try: import boto3 from opensearchpy import ( AIOHttpConnection, AsyncOpenSearch, AWSV4SignerAuth, Urllib3AWSV4SignerAuth, Urllib3HttpConnection, ) _HAS_OPENSEARCH = True except ImportError: boto3 = None OpenSearch = None Urllib3AWSV4SignerAuth = None Urllib3HttpConnection = None _HAS_OPENSEARCH = False class Neo4jDriver(GraphDriver): provider = GraphProvider.NEO4J def __init__( self, uri: str, user: str | None, password: str | None, database: str = 'neo4j', aoss_host: str | None = None, aoss_port: int | None = None, aws_profile_name: str | None = None, aws_region: str | None = None, aws_service: str | None = None, ): super().__init__() self.client = AsyncGraphDatabase.driver( uri=uri, auth=(user or '', password or ''), ) self._database = database self.aoss_client = None if aoss_host and aoss_port and boto3 is not None: try: region = aws_region service = aws_service credentials = boto3.Session(profile_name=aws_profile_name).get_credentials() auth = AWSV4SignerAuth(credentials, region or '', service or '') self.aoss_client = AsyncOpenSearch( hosts=[{'host': aoss_host, 'port': aoss_port}], auth=auth, use_ssl=True, verify_certs=True, connection_class=AIOHttpConnection, pool_maxsize=20, ) # type: ignore except Exception as e: logger.warning(f'Failed to initialize OpenSearch client: {e}') self.aoss_client = None async def execute_query(self, cypher_query_: LiteralString, **kwargs: Any) -> EagerResult: # Check if database_ is provided in kwargs. # If not populated, set the value to retain backwards compatibility params = kwargs.pop('params', None) if params is None: params = {} params.setdefault('database_', self._database) try: result = await self.client.execute_query(cypher_query_, parameters_=params, **kwargs) except Exception as e: logger.error(f'Error executing Neo4j query: {e}\n{cypher_query_}\n{params}') raise return result def session(self, database: str | None = None) -> GraphDriverSession: _database = database or self._database return self.client.session(database=_database) # type: ignore async def close(self) -> None: return await self.client.close() def delete_all_indexes(self) -> Coroutine: if self.aoss_client: return semaphore_gather( self.client.execute_query( 'CALL db.indexes() YIELD name DROP INDEX name', ), self.delete_aoss_indices(), ) return self.client.execute_query( 'CALL db.indexes() YIELD name DROP INDEX name', )