import asyncio
import logging

from Util.DocxUtil import get_docx_content_by_pandoc
from Util.LightRagUtil import initialize_pg_rag

# 或者如果你想更详细地控制日志输出
logger = logging.getLogger('lightrag')
logger.setLevel(logging.INFO)
handler = logging.StreamHandler()
handler.setFormatter(logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s'))
logger.addHandler(handler)
logging.basicConfig(format="%(levelname)s:%(message)s", level=logging.INFO)

# 使用PG库后，这个是没有用的,但目前的项目代码要求必传，就写一个吧。
WORKING_DIR = f"../output"

#### 下面两个要注意写清楚内容  ####
# 1、工作空间【知识库名称】
# 2、文档名称【不允许出现重复，因为后面需要以此为条件查询】
tasks = [
    # {  # 苏轼
    #    "workspace": "SuShi", "docx_name": "SuShi.docx",
    # },
    # {  # 化学
    #     "workspace": "Chemistry", "docx_name": "Chemistry.docx",
    # },
    #{  # 数学
    #    "workspace": "Math", "docx_name": "Math.docx",
    #},
    {  # 几何
        "workspace": "JiHe", "docx_name": "JiHe.docx",
    },
    # {  # 史记
    #     "workspace": "ShiJi", "docx_name": "ShiJi.docx",
    # },
    # {  # 长春市一批次高中学校介绍
    #     "workspace": "ChangChun", "docx_name": "ChangChun_3.docx",
    # },
    # {  # 2024长春43所高中录取分数线
    #     "workspace": "ChangChun", "docx_name": "ChangChun_1.docx",
    # },
    # {  # 长春市2025年中考各批次录取最低控制线
    #     "workspace": "ChangChun", "docx_name": "ChangChun_2.docx",
    # }
]
for task in tasks:
    task["docx_path"] = "./static/Txt/" + task["docx_name"]  # 3、文档路径 python是按引用传递的&


async def main():
    for task in tasks:
        workspace = task["workspace"]
        docx_name = task["docx_name"]
        docx_path = task["docx_path"]
        logger.info(f"开始处理文档: {docx_name}" + ",共%s个文档,当前是第%s个。", len(tasks), tasks.index(task) + 1)
        try:
            rag = await initialize_pg_rag(WORKING_DIR=WORKING_DIR, workspace=workspace)
            # 获取docx文件的内容
            content = get_docx_content_by_pandoc(docx_path)
            await rag.ainsert(input=content, file_paths=[docx_name])  # 添加来源参数
        finally:
            if rag:
                await rag.finalize_storages()


if __name__ == "__main__":
    asyncio.run(main())