from loguru import logger from magic_pdf.dict2md.mkcontent import mk_universal_format from magic_pdf.dict2md.ocr_mkcontent import make_standard_format_with_para from magic_pdf.filter.pdf_classify_by_type import classify from magic_pdf.filter.pdf_meta_scan import pdf_meta_scan from magic_pdf.libs.detect_language_from_model import get_language_from_model from magic_pdf.libs.drop_reason import DropReason from magic_pdf.libs.json_compressor import JsonCompressor from magic_pdf.spark.spark_api import parse_union_pdf, parse_ocr_pdf class UNIPipe: def __init__(self): pass def classify(self, pdf_bytes: bytes) -> str: """ 根据pdf的元数据,判断是否是文本pdf,还是ocr pdf """ pdf_meta = pdf_meta_scan(pdf_bytes) if pdf_meta.get("_need_drop", False): # 如果返回了需要丢弃的标志,则抛出异常 raise Exception(f"pdf meta_scan need_drop,reason is {pdf_meta['_drop_reason']}") else: is_encrypted = pdf_meta["is_encrypted"] is_needs_password = pdf_meta["is_needs_password"] if is_encrypted or is_needs_password: # 加密的,需要密码的,没有页面的,都不处理 raise Exception(f"pdf meta_scan need_drop,reason is {DropReason.ENCRYPTED}") else: is_text_pdf, results = classify( pdf_meta["total_page"], pdf_meta["page_width_pts"], pdf_meta["page_height_pts"], pdf_meta["image_info_per_page"], pdf_meta["text_len_per_page"], pdf_meta["imgs_per_page"], pdf_meta["text_layout_per_page"], ) if is_text_pdf: return "txt" else: return "ocr" def parse(self, pdf_bytes: bytes, image_writer, jso_useful_key) -> dict: """ 根据pdf类型,解析pdf """ text_language = get_language_from_model(jso_useful_key['model_list']) allow_language = ["zh", "en"] # 允许的语言,目前只允许简中和英文的 logger.info(f"pdf text_language is {text_language}") if text_language not in allow_language: # 如果语言不在允许的语言中,则drop raise Exception(f"pdf meta_scan need_drop,reason is {DropReason.NOT_ALLOW_LANGUAGE}") else: if jso_useful_key['_pdf_type'] == "txt": pdf_mid_data = parse_union_pdf(pdf_bytes, jso_useful_key['model_list'], image_writer) elif jso_useful_key['_pdf_type'] == "ocr": pdf_mid_data = parse_ocr_pdf(pdf_bytes, jso_useful_key['model_list'], image_writer) else: raise Exception(f"pdf type is not txt or ocr") return JsonCompressor.compress(pdf_mid_data) def mk_uni_format(self, pdf_mid_data: str, img_buket_path: str) -> list: """ 根据pdf类型,生成统一格式content_list """ pdf_mid_data = JsonCompressor.decompress_json(pdf_mid_data) parse_type = pdf_mid_data["_parse_type"] if parse_type == "txt": content_list = mk_universal_format(pdf_mid_data, img_buket_path) elif parse_type == "ocr": content_list = make_standard_format_with_para(pdf_mid_data, img_buket_path) return content_list if __name__ == '__main__': # 测试 pipe = UNIPipe() pdf_bytes = open(r"D:\project\20231108code-clean\magic_pdf\tmp\unittest\download-pdfs\数学新星网\edu_00001544.pdf", "rb").read() pdf_type = pipe.classify(pdf_bytes) logger.info(f"pdf_type is {pdf_type}")