crazy_functions/pdf_fns/parse_pdf.py

import requests
import random
from functools import lru_cache
class GROBID_OFFLINE_EXCEPTION(Exception): pass

def get_avail_grobid_url():
    from toolbox import get_conf
    GROBID_URLS, = get_conf('GROBID_URLS')
    if len(GROBID_URLS) == 0: return None
    try:
        _grobid_url = random.choice(GROBID_URLS) # 随机负载均衡
        if _grobid_url.endswith('/'): _grobid_url = _grobid_url.rstrip('/')
        res = requests.get(_grobid_url+'/api/isalive')
        if res.text=='true': return _grobid_url
        else: return None
    except:
        return None

@lru_cache(maxsize=32)
def parse_pdf(pdf_path, grobid_url):
    import scipdf   # pip install scipdf_parser
    if grobid_url.endswith('/'): grobid_url = grobid_url.rstrip('/')
    try:
        article_dict = scipdf.parse_pdf_to_dict(pdf_path, grobid_url=grobid_url)
    except GROBID_OFFLINE_EXCEPTION:
        raise GROBID_OFFLINE_EXCEPTION("GROBID服务不可用，请修改config中的GROBID_URL，可修改成本地GROBID服务。")
    except:
        raise RuntimeError("解析PDF失败，请检查PDF是否损坏。")
    return article_dict