from typing import List, Dict
from libs.import_chunc import ImportChunc
from libs.chunc_helper import ChuncHelper
import json
import sys
import os
from dotenv import load_dotenv
from utils.es import ElasticsearchOperations
from utils.factors import FactorsHelper
load_dotenv()

# DeepSeek API配置
TRUNC_OUTPUT_PATH = os.getenv("TRUNC_OUTPUT_PATH")
DOC_STORAGE_PATH = os.getenv("DOC_STORAGE_PATH")
DOC_PATH = os.getenv("DOC_PATH")
JIEBA_USER_DICT = os.getenv("JIEBA_USER_DICT")
WORD_INDEX = os.getenv("WORD_INDEX")
TITLE_INDEX = os.getenv("TITLE_INDEX")
CHUNC_INDEX = os.getenv("CHUNC_INDEX")


 
def build_test():
    helper = ImportChunc(data_dir=TRUNC_OUTPUT_PATH)
    helper.import_chunc_reverse_index()
def build_index():
    helper = ImportChunc(data_dir=TRUNC_OUTPUT_PATH)
    helper.import_word_reverse_index()
    helper.import_title_reverse_index()
    #helper.import_chunc_reverse_index()
def build_chunc():
    helper = ImportChunc(data_dir=TRUNC_OUTPUT_PATH)
    helper.import_chunc_reverse_index()
def delete_index():
    helper = ElasticsearchOperations()
    print(">>> delete index")
    helper.delete_index(WORD_INDEX)
    helper.delete_index(TITLE_INDEX)
    helper.delete_index(CHUNC_INDEX)
    helper.delete_index("text_chunks")

from functions.basic_function import search_document
def test_index():
    helper = ElasticsearchOperations()
    try:
        question = "银行销售保险产品的规定"
        result = search_document(question)
        print(result)
        # articles = FactorsHelper()
        # chunc_helper = ChuncHelper(data_file=DOC_PATH, output_dir=TRUNC_OUTPUT_PATH, user_dict=JIEBA_USER_DICT)
        # print(">>> question: test word index")
        # words = chunc_helper.cut_word(question)
        # data = helper.search_word_index(WORD_INDEX, [question]) #words)
        
        # for item in data:
        #     print(f"{item['word']} {item['score']}")
        #     for art in item["articles"]:
        #         articles.add_factors(art, item['score'])
            
        # print(">>> test title index")
        # data = helper.search_title_index(TITLE_INDEX, question)
        # for item in data:
        #     print(f"{item['title']} {item['score']}")            
        #     articles.add_factors(item['title'], item['score'])

        # print(">>> test chunc index")
        # data = helper.search_title_index(CHUNC_INDEX, question)
        # for item in data:
        #     print(f"{item['title']} {item['score']}") 
        #     articles.add_factors(item['title'], item['score'])

        # print(">>> test factors calc")
        # sorted_articals = articles.sort_factors()
        # for key in sorted_articals:
        #     print(key)
        #data = helper.get_document(TITLE_INDEX, helper.get_doc_id("保险代理人监管规定"))        
        #print(data)
    except Exception as e:
        raise e
# 使用示例
if __name__ == "__main__":
    param_count = len(sys.argv)
    if param_count == 2:
        action =  sys.argv[1]
        if action== "test":
            test_index()
        if action == "build":
            build_index()
        if action == "delete":
            delete_index()
        if action == "chunc":
            build_chunc()
    #build_index()