from dataclasses import dataclass from typing import Generic, TypeVar, Union T = TypeVar("T") @dataclass class StorageNameSpace: working_dir: str = None namespace: str = None async def index_done_callback(self): """commit the storage operations after indexing""" async def query_done_callback(self): """commit the storage operations after querying""" @dataclass class BaseListStorage(Generic[T], StorageNameSpace): async def all_items(self) -> list[T]: raise NotImplementedError async def get_by_index(self, index: int) -> Union[T, None]: raise NotImplementedError async def append(self, data: T): raise NotImplementedError async def upsert(self, data: list[T]): raise NotImplementedError async def drop(self): raise NotImplementedError @dataclass class BaseKVStorage(Generic[T], StorageNameSpace): async def all_keys(self) -> list[str]: raise NotImplementedError async def get_by_id(self, id: str) -> Union[T, None]: raise NotImplementedError async def get_by_ids( self, ids: list[str], fields: Union[set[str], None] = None ) -> list[Union[T, None]]: raise NotImplementedError async def filter_keys(self, data: list[str]) -> set[str]: """return un-exist keys""" raise NotImplementedError async def upsert(self, data: dict[str, T]): raise NotImplementedError async def drop(self): raise NotImplementedError @dataclass class BaseGraphStorage(StorageNameSpace): async def has_node(self, node_id: str) -> bool: raise NotImplementedError async def has_edge(self, source_node_id: str, target_node_id: str) -> bool: raise NotImplementedError async def node_degree(self, node_id: str) -> int: raise NotImplementedError async def edge_degree(self, src_id: str, tgt_id: str) -> int: raise NotImplementedError async def get_node(self, node_id: str) -> Union[dict, None]: raise NotImplementedError async def update_node(self, node_id: str, node_data: dict[str, str]): raise NotImplementedError async def get_all_nodes(self) -> Union[list[tuple[str, dict]], None]: raise NotImplementedError async def get_edge( self, source_node_id: str, target_node_id: str ) -> Union[dict, None]: raise NotImplementedError async def update_edge( self, source_node_id: str, target_node_id: str, edge_data: dict[str, str] ): raise NotImplementedError async def get_all_edges(self) -> Union[list[tuple[str, str, dict]], None]: raise NotImplementedError async def get_node_edges( self, source_node_id: str ) -> Union[list[tuple[str, str]], None]: raise NotImplementedError async def upsert_node(self, node_id: str, node_data: dict[str, str]): raise NotImplementedError async def upsert_edge( self, source_node_id: str, target_node_id: str, edge_data: dict[str, str] ): raise NotImplementedError async def delete_node(self, node_id: str): raise NotImplementedError