import os from mineru.utils.config_reader import get_latex_delimiter_config, get_formula_enable, get_table_enable from mineru.utils.enum_class import MakeMode, BlockType, ContentType latex_delimiters_config = get_latex_delimiter_config() default_delimiters = { 'display': {'left': '$$', 'right': '$$'}, 'inline': {'left': '$', 'right': '$'} } delimiters = latex_delimiters_config if latex_delimiters_config else default_delimiters display_left_delimiter = delimiters['display']['left'] display_right_delimiter = delimiters['display']['right'] inline_left_delimiter = delimiters['inline']['left'] inline_right_delimiter = delimiters['inline']['right'] def merge_para_with_text(para_block, formula_enable=True, img_buket_path=''): para_text = '' for line in para_block['lines']: for j, span in enumerate(line['spans']): span_type = span['type'] content = '' if span_type == ContentType.TEXT: content = span['content'] elif span_type == ContentType.INLINE_EQUATION: content = f"{inline_left_delimiter}{span['content']}{inline_right_delimiter}" elif span_type == ContentType.INTERLINE_EQUATION: if formula_enable: content = f"\n{display_left_delimiter}\n{span['content']}\n{display_right_delimiter}\n" else: if span.get('image_path', ''): content = f"![]({img_buket_path}/{span['image_path']})" # content = content.strip() if content: if span_type in [ContentType.TEXT, ContentType.INLINE_EQUATION]: if j == len(line['spans']) - 1: para_text += content else: para_text += f'{content} ' elif span_type == ContentType.INTERLINE_EQUATION: para_text += content return para_text def mk_blocks_to_markdown(para_blocks, make_mode, formula_enable, table_enable, img_buket_path=''): page_markdown = [] for para_block in para_blocks: para_text = '' para_type = para_block['type'] if para_type in [BlockType.TEXT, BlockType.INTERLINE_EQUATION, BlockType.PHONETIC, BlockType.REF_TEXT]: para_text = merge_para_with_text(para_block, formula_enable=formula_enable, img_buket_path=img_buket_path) elif para_type == BlockType.LIST: for block in para_block['blocks']: item_text = merge_para_with_text(block, formula_enable=formula_enable, img_buket_path=img_buket_path) para_text += f"{item_text} \n" elif para_type == BlockType.TITLE: title_level = get_title_level(para_block) para_text = f'{"#" * title_level} {merge_para_with_text(para_block)}' elif para_type == BlockType.IMAGE: if make_mode == MakeMode.NLP_MD: continue elif make_mode == MakeMode.MM_MD: # 检测是否存在图片脚注 has_image_footnote = any(block['type'] == BlockType.IMAGE_FOOTNOTE for block in para_block['blocks']) # 如果存在图片脚注,则将图片脚注拼接到图片正文后面 if has_image_footnote: for block in para_block['blocks']: # 1st.拼image_caption if block['type'] == BlockType.IMAGE_CAPTION: para_text += merge_para_with_text(block) + ' \n' for block in para_block['blocks']: # 2nd.拼image_body if block['type'] == BlockType.IMAGE_BODY: for line in block['lines']: for span in line['spans']: if span['type'] == ContentType.IMAGE: if span.get('image_path', ''): para_text += f"![]({img_buket_path}/{span['image_path']})" for block in para_block['blocks']: # 3rd.拼image_footnote if block['type'] == BlockType.IMAGE_FOOTNOTE: para_text += ' \n' + merge_para_with_text(block) else: for block in para_block['blocks']: # 1st.拼image_body if block['type'] == BlockType.IMAGE_BODY: for line in block['lines']: for span in line['spans']: if span['type'] == ContentType.IMAGE: if span.get('image_path', ''): para_text += f"![]({img_buket_path}/{span['image_path']})" for block in para_block['blocks']: # 2nd.拼image_caption if block['type'] == BlockType.IMAGE_CAPTION: para_text += ' \n' + merge_para_with_text(block) elif para_type == BlockType.TABLE: if make_mode == MakeMode.NLP_MD: continue elif make_mode == MakeMode.MM_MD: for block in para_block['blocks']: # 1st.拼table_caption if block['type'] == BlockType.TABLE_CAPTION: para_text += merge_para_with_text(block) + ' \n' for block in para_block['blocks']: # 2nd.拼table_body if block['type'] == BlockType.TABLE_BODY: for line in block['lines']: for span in line['spans']: if span['type'] == ContentType.TABLE: # if processed by table model if table_enable: if span.get('html', ''): para_text += f"\n{span['html']}\n" elif span.get('image_path', ''): para_text += f"![]({img_buket_path}/{span['image_path']})" else: if span.get('image_path', ''): para_text += f"![]({img_buket_path}/{span['image_path']})" for block in para_block['blocks']: # 3rd.拼table_footnote if block['type'] == BlockType.TABLE_FOOTNOTE: para_text += '\n' + merge_para_with_text(block) + ' ' elif para_type == BlockType.CODE: sub_type = para_block["sub_type"] for block in para_block['blocks']: # 1st.拼code_caption if block['type'] == BlockType.CODE_CAPTION: para_text += merge_para_with_text(block) + ' \n' for block in para_block['blocks']: # 2nd.拼code_body if block['type'] == BlockType.CODE_BODY: if sub_type == BlockType.CODE: guess_lang = para_block["guess_lang"] para_text += f"```{guess_lang}\n{merge_para_with_text(block)}\n```" elif sub_type == BlockType.ALGORITHM: para_text += merge_para_with_text(block) if para_text.strip() == '': continue else: # page_markdown.append(para_text.strip() + ' ') page_markdown.append(para_text.strip()) return page_markdown def make_blocks_to_content_list(para_block, img_buket_path, page_idx, page_size): para_type = para_block['type'] para_content = {} if para_type in [ BlockType.TEXT, BlockType.REF_TEXT, BlockType.PHONETIC, BlockType.HEADER, BlockType.FOOTER, BlockType.PAGE_NUMBER, BlockType.ASIDE_TEXT, BlockType.PAGE_FOOTNOTE, ]: para_content = { 'type': para_type, 'text': merge_para_with_text(para_block), } elif para_type == BlockType.LIST: para_content = { 'type': para_type, 'sub_type': para_block.get('sub_type', ''), 'list_items':[], } for block in para_block['blocks']: item_text = merge_para_with_text(block) if item_text.strip(): para_content['list_items'].append(item_text) elif para_type == BlockType.TITLE: title_level = get_title_level(para_block) para_content = { 'type': ContentType.TEXT, 'text': merge_para_with_text(para_block), } if title_level != 0: para_content['text_level'] = title_level elif para_type == BlockType.INTERLINE_EQUATION: para_content = { 'type': ContentType.EQUATION, 'text': merge_para_with_text(para_block), 'text_format': 'latex', } elif para_type == BlockType.IMAGE: para_content = {'type': ContentType.IMAGE, 'img_path': '', BlockType.IMAGE_CAPTION: [], BlockType.IMAGE_FOOTNOTE: []} for block in para_block['blocks']: if block['type'] == BlockType.IMAGE_BODY: for line in block['lines']: for span in line['spans']: if span['type'] == ContentType.IMAGE: if span.get('image_path', ''): para_content['img_path'] = f"{img_buket_path}/{span['image_path']}" if block['type'] == BlockType.IMAGE_CAPTION: para_content[BlockType.IMAGE_CAPTION].append(merge_para_with_text(block)) if block['type'] == BlockType.IMAGE_FOOTNOTE: para_content[BlockType.IMAGE_FOOTNOTE].append(merge_para_with_text(block)) elif para_type == BlockType.TABLE: para_content = {'type': ContentType.TABLE, 'img_path': '', BlockType.TABLE_CAPTION: [], BlockType.TABLE_FOOTNOTE: []} for block in para_block['blocks']: if block['type'] == BlockType.TABLE_BODY: for line in block['lines']: for span in line['spans']: if span['type'] == ContentType.TABLE: if span.get('html', ''): para_content[BlockType.TABLE_BODY] = f"{span['html']}" if span.get('image_path', ''): para_content['img_path'] = f"{img_buket_path}/{span['image_path']}" if block['type'] == BlockType.TABLE_CAPTION: para_content[BlockType.TABLE_CAPTION].append(merge_para_with_text(block)) if block['type'] == BlockType.TABLE_FOOTNOTE: para_content[BlockType.TABLE_FOOTNOTE].append(merge_para_with_text(block)) elif para_type == BlockType.CODE: para_content = {'type': BlockType.CODE, 'sub_type': para_block["sub_type"], BlockType.CODE_CAPTION: []} for block in para_block['blocks']: if block['type'] == BlockType.CODE_BODY: para_content[BlockType.CODE_BODY] = merge_para_with_text(block) if para_block["sub_type"] == BlockType.CODE: para_content["guess_lang"] = para_block["guess_lang"] if block['type'] == BlockType.CODE_CAPTION: para_content[BlockType.CODE_CAPTION].append(merge_para_with_text(block)) page_width, page_height = page_size para_bbox = para_block.get('bbox') if para_bbox: x0, y0, x1, y1 = para_bbox para_content['bbox'] = [ int(x0 * 1000 / page_width), int(y0 * 1000 / page_height), int(x1 * 1000 / page_width), int(y1 * 1000 / page_height), ] para_content['page_idx'] = page_idx return para_content def union_make(pdf_info_dict: list, make_mode: str, img_buket_path: str = '', ): formula_enable = get_formula_enable(os.getenv('MINERU_VLM_FORMULA_ENABLE', 'True').lower() == 'true') table_enable = get_table_enable(os.getenv('MINERU_VLM_TABLE_ENABLE', 'True').lower() == 'true') output_content = [] for page_info in pdf_info_dict: paras_of_layout = page_info.get('para_blocks') paras_of_discarded = page_info.get('discarded_blocks') page_idx = page_info.get('page_idx') page_size = page_info.get('page_size') if make_mode in [MakeMode.MM_MD, MakeMode.NLP_MD]: if not paras_of_layout: continue page_markdown = mk_blocks_to_markdown(paras_of_layout, make_mode, formula_enable, table_enable, img_buket_path) output_content.extend(page_markdown) elif make_mode == MakeMode.CONTENT_LIST: para_blocks = (paras_of_layout or []) + (paras_of_discarded or []) if not para_blocks: continue for para_block in para_blocks: para_content = make_blocks_to_content_list(para_block, img_buket_path, page_idx, page_size) output_content.append(para_content) if make_mode in [MakeMode.MM_MD, MakeMode.NLP_MD]: return '\n\n'.join(output_content) elif make_mode == MakeMode.CONTENT_LIST: return output_content return None def get_title_level(block): title_level = block.get('level', 1) if title_level > 4: title_level = 4 elif title_level < 1: title_level = 0 return title_level