# encoding: utf-8
'''
@author: 温进
@file: cb_query_tool.py
@time: 2023/11/2 下午4:41
@desc:
'''
import json
import os
import re
from pydantic import BaseModel, Field
from typing import List, Dict
import requests
import numpy as np
from loguru import logger

from configs.model_config import (
    CODE_SEARCH_TOP_K)
from .base_tool import BaseToolModel

from dev_opsgpt.service.cb_api import search_code


class CodeRetrieval(BaseToolModel):
    name = "CodeRetrieval"
    description = "采用知识图谱从本地代码知识库获取相关代码"

    class ToolInputArgs(BaseModel):
        query: str = Field(..., description="检索的关键字或问题")
        code_base_name: str = Field(..., description="知识库名称", examples=["samples"])
        code_limit: int = Field(CODE_SEARCH_TOP_K, description="检索返回的数量")

    class ToolOutputArgs(BaseModel):
        """Output for MetricsQuery."""
        code: str  = Field(..., description="检索代码")

    @classmethod
    def run(cls, code_base_name, query, code_limit=CODE_SEARCH_TOP_K, history_node_list=[]):
        """excute your tool!"""
        codes = search_code(code_base_name, query, code_limit, history_node_list=history_node_list)
        return_codes = []
        related_code = codes['related_code']
        related_nodes = codes['related_node']

        for idx, code in enumerate(related_code):
            return_codes.append({'index': idx, 'code': code, "related_nodes": related_nodes})
        return return_codes