from magic_pdf.libs.commons import fitz # pyMuPDF库 def parse_titles(page_ID: int, page: fitz.Page, json_from_DocXchain_obj: dict, exclude_bboxes): """ :param page_ID: int类型,当前page在当前pdf文档中是第page_D页。 :param page :fitz读取的当前页的内容 :param res_dir_path: str类型,是每一个pdf文档,在当前.py文件的目录下生成一个与pdf文档同名的文件夹,res_dir_path就是文件夹的dir :param json_from_DocXchain_obj: dict类型,把pdf文档送入DocXChain模型中后,提取bbox,结果保存到pdf文档同名文件夹下的 page_ID.json文件中了。json_from_DocXchain_obj就是打开后的dict """ DPI = 72 # use this resolution pix = page.get_pixmap(dpi=DPI) pageL = 0 pageR = int(pix.w) pageU = 0 pageD = int(pix.h) #--------- 通过json_from_DocXchain来获取 title ---------# title_bbox_from_DocXChain = [] xf_json = json_from_DocXchain_obj width_from_json = xf_json['page_info']['width'] height_from_json = xf_json['page_info']['height'] LR_scaleRatio = width_from_json / (pageR - pageL) UD_scaleRatio = height_from_json / (pageD - pageU) # {0: 'title', # 标题 # 1: 'figure', # 图片 # 2: 'plain text', # 文本 # 3: 'header', # 页眉 # 4: 'page number', # 页码 # 5: 'footnote', # 脚注 # 6: 'footer', # 页脚 # 7: 'table', # 表格 # 8: 'table caption', # 表格描述 # 9: 'figure caption', # 图片描述 # 10: 'equation', # 公式 # 11: 'full column', # 单栏 # 12: 'sub column', # 多栏 # 13: 'embedding', # 嵌入公式 # 14: 'isolated'} # 单行公式 for xf in xf_json['layout_dets']: L = xf['poly'][0] / LR_scaleRatio U = xf['poly'][1] / UD_scaleRatio R = xf['poly'][2] / LR_scaleRatio D = xf['poly'][5] / UD_scaleRatio # L += pageL # 有的页面,artBox偏移了。不在(0,0) # R += pageL # U += pageU # D += pageU L, R = min(L, R), max(L, R) U, D = min(U, D), max(U, D) if xf['category_id'] == 0 and xf['score'] >= 0.3: title_bbox_from_DocXChain.append((L, U, R, D)) title_final_names = [] title_final_bboxs = [] title_ID = 0 for L, U, R, D in title_bbox_from_DocXChain: # cur_title = page.get_pixmap(clip=(L,U,R,D)) new_title_name = "title_{}_{}.png".format(page_ID, title_ID) # 标题name # cur_title.save(res_dir_path + '/' + new_title_name) # 把标题存储在新建的文件夹,并命名 title_final_names.append(new_title_name) # 把标题的名字存在list中 title_final_bboxs.append((L, U, R, D)) title_ID += 1 title_final_bboxs.sort(key = lambda LURD: (LURD[1], LURD[0])) curPage_all_title_bboxs = title_final_bboxs return curPage_all_title_bboxs