from abc import ABC, abstractmethod from typing import Dict, Any, Optional from langchain.tools import BaseTool from pydantic import BaseModel, Field, PrivateAttr import asyncio import aiohttp from tenacity import retry, stop_after_attempt, wait_exponential from src.utils.logger import get_logger logger = get_logger(__name__) class Web3ToolInput(BaseModel): query: str = Field(description="Search query or parameter") filters: Optional[Dict[str, Any]] = Field(default=None, description="Additional filters") class BaseWeb3Tool(BaseTool, ABC): name: str = "base_web3_tool" description: str = "Base Web3 tool" args_schema: type[BaseModel] = Web3ToolInput _session: Optional[aiohttp.ClientSession] = PrivateAttr(default=None) def __init__(self, **kwargs): super().__init__(**kwargs) self._session = None async def get_session(self): if not self._session: timeout = aiohttp.ClientTimeout(total=30) self._session = aiohttp.ClientSession(timeout=timeout) return self._session @retry(stop=stop_after_attempt(3), wait=wait_exponential(multiplier=1, min=2, max=8)) async def make_request(self, url: str, params: Dict[str, Any] = None) -> Dict[str, Any]: session = await self.get_session() try: async with session.get(url, params=params or {}) as response: if response.status == 200: return await response.json() elif response.status == 429: await asyncio.sleep(2) raise aiohttp.ClientResponseError( request_info=response.request_info, history=response.history, status=response.status ) else: response.raise_for_status() except Exception as e: logger.error(f"Request failed: {e}") raise def _run(self, query: str, filters: Optional[Dict[str, Any]] = None) -> str: return asyncio.run(self._arun(query, filters)) @abstractmethod async def _arun(self, query: str, filters: Optional[Dict[str, Any]] = None) -> str: pass async def cleanup(self): if self._session: await self._session.close() if self.session: await self.session.close()