"""Toolkit for interacting with a SQL database."""
from typing import List

from pydantic import Field

from langchain.agents.agent_toolkits.base import BaseToolkit
from langchain.llms.base import BaseLLM
from langchain.llms.openai import OpenAI
from langchain.sql_database import SQLDatabase
from langchain.tools import BaseTool
from langchain.tools.sql_database.tool import (
    InfoSQLDatabaseTool,
    ListSQLDatabaseTool,
    QueryCheckerTool,
    QuerySQLDataBaseTool,
)


class SQLDatabaseToolkit(BaseToolkit):
    """Toolkit for interacting with SQL databases."""

    db: SQLDatabase = Field(exclude=True)
    llm: BaseLLM = Field(default_factory=lambda: OpenAI(temperature=0))

    @property
    def dialect(self) -> str:
        """Return string representation of dialect to use."""
        return self.db.dialect

    class Config:
        """Configuration for this pydantic object."""

        arbitrary_types_allowed = True

    def get_tools(self) -> List[BaseTool]:
        """Get the tools in the toolkit."""
        return [
            QuerySQLDataBaseTool(db=self.db),
            InfoSQLDatabaseTool(db=self.db),
            ListSQLDatabaseTool(db=self.db),
            QueryCheckerTool(db=self.db, llm=self.llm),
        ]