ocr_mkcontent.py

import re

from loguru import logger

from magic_pdf.config.make_content_config import DropMode, MakeMode
from magic_pdf.config.ocr_content_type import BlockType, ContentType
from magic_pdf.libs.commons import join_path
from magic_pdf.libs.language import detect_lang
from magic_pdf.libs.markdown_utils import ocr_escape_special_markdown_char
from magic_pdf.para.para_split_v3 import ListLineTag


def __is_hyphen_at_line_end(line):
    """Check if a line ends with one or more letters followed by a hyphen.

    Args:
    line (str): The line of text to check.

    Returns:
    bool: True if the line ends with one or more letters followed by a hyphen, False otherwise.
    """
    # Use regex to check if the line ends with one or more letters followed by a hyphen
    return bool(re.search(r'[A-Za-z]+-\s*$', line))


def ocr_mk_mm_markdown_with_para_and_pagination(pdf_info_dict: list,
                                                img_buket_path):
    markdown_with_para_and_pagination = []
    page_no = 0
    for page_info in pdf_info_dict:
        paras_of_layout = page_info.get('para_blocks')
        if not paras_of_layout:
            continue
        page_markdown = ocr_mk_markdown_with_para_core_v2(
            paras_of_layout, 'mm', img_buket_path)
        markdown_with_para_and_pagination.append({
            'page_no':
                page_no,
            'md_content':
                '\n\n'.join(page_markdown)
        })
        page_no += 1
    return markdown_with_para_and_pagination


def ocr_mk_markdown_with_para_core_v2(paras_of_layout,
                                      mode,
                                      img_buket_path='',
                                      ):
    page_markdown = []
    for para_block in paras_of_layout:
        para_text = ''
        para_type = para_block['type']
        if para_type in [BlockType.Text, BlockType.List, BlockType.Index]:
            para_text = merge_para_with_text(para_block)
        elif para_type == BlockType.Title:
            para_text = f'# {merge_para_with_text(para_block)}'
        elif para_type == BlockType.InterlineEquation:
            para_text = merge_para_with_text(para_block)
        elif para_type == BlockType.Image:
            if mode == 'nlp':
                continue
            elif mode == 'mm':
                for block in para_block['blocks']:  # 1st.拼image_body
                    if block['type'] == BlockType.ImageBody:
                        for line in block['lines']:
                            for span in line['spans']:
                                if span['type'] == ContentType.Image:
                                    if span.get('image_path', ''):
                                        para_text += f"\n![]({join_path(img_buket_path, span['image_path'])})  \n"
                for block in para_block['blocks']:  # 2nd.拼image_caption
                    if block['type'] == BlockType.ImageCaption:
                        para_text += merge_para_with_text(block) + '  \n'
                for block in para_block['blocks']:  # 3rd.拼image_footnote
                    if block['type'] == BlockType.ImageFootnote:
                        para_text += merge_para_with_text(block) + '  \n'
        elif para_type == BlockType.Table:
            if mode == 'nlp':
                continue
            elif mode == 'mm':
                for block in para_block['blocks']:  # 1st.拼table_caption
                    if block['type'] == BlockType.TableCaption:
                        para_text += merge_para_with_text(block) + '  \n'
                for block in para_block['blocks']:  # 2nd.拼table_body
                    if block['type'] == BlockType.TableBody:
                        for line in block['lines']:
                            for span in line['spans']:
                                if span['type'] == ContentType.Table:
                                    # if processed by table model
                                    if span.get('latex', ''):
                                        para_text += f"\n\n$\n {span['latex']}\n$\n\n"
                                    elif span.get('html', ''):
                                        para_text += f"\n\n{span['html']}\n\n"
                                    elif span.get('image_path', ''):
                                        para_text += f"\n![]({join_path(img_buket_path, span['image_path'])})  \n"
                for block in para_block['blocks']:  # 3rd.拼table_footnote
                    if block['type'] == BlockType.TableFootnote:
                        para_text += merge_para_with_text(block) + '  \n'

        if para_text.strip() == '':
            continue
        else:
            page_markdown.append(para_text.strip() + '  ')

    return page_markdown


def detect_language(text):
    en_pattern = r'[a-zA-Z]+'
    en_matches = re.findall(en_pattern, text)
    en_length = sum(len(match) for match in en_matches)
    if len(text) > 0:
        if en_length / len(text) >= 0.5:
            return 'en'
        else:
            return 'unknown'
    else:
        return 'empty'


# 连写字符拆分
def __replace_ligatures(text: str):
    text = re.sub(r'fi', 'fi', text)  # 替换 fi 连写符
    text = re.sub(r'fl', 'fl', text)  # 替换 fl 连写符
    text = re.sub(r'ff', 'ff', text)  # 替换 ff 连写符
    text = re.sub(r'ffi', 'ffi', text)  # 替换 ffi 连写符
    text = re.sub(r'ffl', 'ffl', text)  # 替换 ffl 连写符
    return text


def merge_para_with_text(para_block):
    para_text = ''
    for i, line in enumerate(para_block['lines']):

        if i >= 1 and line.get(ListLineTag.IS_LIST_START_LINE, False):
            para_text += '  \n'

        line_text = ''
        line_lang = ''
        for span in line['spans']:
            span_type = span['type']
            if span_type == ContentType.Text:
                line_text += span['content'].strip()

        if line_text != '':
            line_lang = detect_lang(line_text)
        for j, span in enumerate(line['spans']):

            span_type = span['type']
            content = ''
            if span_type == ContentType.Text:
                content = ocr_escape_special_markdown_char(span['content'])
            elif span_type == ContentType.InlineEquation:
                content = f"${span['content']}$"
            elif span_type == ContentType.InterlineEquation:
                content = f"\n$$\n{span['content']}\n$$\n"

            content = content.strip()
            if content != '':
                langs = ['zh', 'ja', 'ko']
                if line_lang in langs:  # 遇到一些一个字一个span的文档，这种单字语言判断不准，需要用整行文本判断
                    if span_type in [ContentType.Text, ContentType.InterlineEquation]:
                        para_text += content  # 中文/日语/韩文语境下，content间不需要空格分隔
                    elif span_type == ContentType.InlineEquation:
                        para_text += f' {content} '
                else:
                    if span_type in [ContentType.Text, ContentType.InlineEquation]:
                        # 如果span是line的最后一个且末尾带有-连字符，那么末尾不应该加空格,同时应该把-删除
                        if j == len(line['spans'])-1 and __is_hyphen_at_line_end(content):
                            para_text += content[:-1]
                        elif len(content) == 1 and content not in ['A', 'I', 'a', 'i'] and not content.isdigit():
                            para_text += content
                        else:  # 西方文本语境下 content间需要空格分隔
                            para_text += f'{content} '
                    elif span_type == ContentType.InterlineEquation:
                        para_text += content
            else:
                continue
    # 连写字符拆分
    para_text = __replace_ligatures(para_text)

    return para_text


def para_to_standard_format_v2(para_block, img_buket_path, page_idx, drop_reason=None):
    para_type = para_block['type']
    para_content = {}
    if para_type in [BlockType.Text, BlockType.List, BlockType.Index]:
        para_content = {
            'type': 'text',
            'text': merge_para_with_text(para_block),
        }
    elif para_type == BlockType.Title:
        para_content = {
            'type': 'text',
            'text': merge_para_with_text(para_block),
            'text_level': 1,
        }
    elif para_type == BlockType.InterlineEquation:
        para_content = {
            'type': 'equation',
            'text': merge_para_with_text(para_block),
            'text_format': 'latex',
        }
    elif para_type == BlockType.Image:
        para_content = {'type': 'image', 'img_path': '', 'img_caption': [], 'img_footnote': []}
        for block in para_block['blocks']:
            if block['type'] == BlockType.ImageBody:
                for line in block['lines']:
                    for span in line['spans']:
                        if span['type'] == ContentType.Image:
                            if span.get('image_path', ''):
                                para_content['img_path'] = join_path(img_buket_path, span['image_path'])
            if block['type'] == BlockType.ImageCaption:
                para_content['img_caption'].append(merge_para_with_text(block))
            if block['type'] == BlockType.ImageFootnote:
                para_content['img_footnote'].append(merge_para_with_text(block))
    elif para_type == BlockType.Table:
        para_content = {'type': 'table', 'img_path': '', 'table_caption': [], 'table_footnote': []}
        for block in para_block['blocks']:
            if block['type'] == BlockType.TableBody:
                for line in block['lines']:
                    for span in line['spans']:
                        if span['type'] == ContentType.Table:

                            if span.get('latex', ''):
                                para_content['table_body'] = f"\n\n$\n {span['latex']}\n$\n\n"
                            elif span.get('html', ''):
                                para_content['table_body'] = f"\n\n{span['html']}\n\n"

                            if span.get('image_path', ''):
                                para_content['img_path'] = join_path(img_buket_path, span['image_path'])

            if block['type'] == BlockType.TableCaption:
                para_content['table_caption'].append(merge_para_with_text(block))
            if block['type'] == BlockType.TableFootnote:
                para_content['table_footnote'].append(merge_para_with_text(block))

    para_content['page_idx'] = page_idx

    if drop_reason is not None:
        para_content['drop_reason'] = drop_reason

    return para_content


def union_make(pdf_info_dict: list,
               make_mode: str,
               drop_mode: str,
               img_buket_path: str = '',
               ):
    output_content = []
    for page_info in pdf_info_dict:
        drop_reason_flag = False
        drop_reason = None
        if page_info.get('need_drop', False):
            drop_reason = page_info.get('drop_reason')
            if drop_mode == DropMode.NONE:
                pass
            elif drop_mode == DropMode.NONE_WITH_REASON:
                drop_reason_flag = True
            elif drop_mode == DropMode.WHOLE_PDF:
                raise Exception((f'drop_mode is {DropMode.WHOLE_PDF} ,'
                                 f'drop_reason is {drop_reason}'))
            elif drop_mode == DropMode.SINGLE_PAGE:
                logger.warning((f'drop_mode is {DropMode.SINGLE_PAGE} ,'
                                f'drop_reason is {drop_reason}'))
                continue
            else:
                raise Exception('drop_mode can not be null')

        paras_of_layout = page_info.get('para_blocks')
        page_idx = page_info.get('page_idx')
        if not paras_of_layout:
            continue
        if make_mode == MakeMode.MM_MD:
            page_markdown = ocr_mk_markdown_with_para_core_v2(
                paras_of_layout, 'mm', img_buket_path)
            output_content.extend(page_markdown)
        elif make_mode == MakeMode.NLP_MD:
            page_markdown = ocr_mk_markdown_with_para_core_v2(
                paras_of_layout, 'nlp')
            output_content.extend(page_markdown)
        elif make_mode == MakeMode.STANDARD_FORMAT:
            for para_block in paras_of_layout:
                if drop_reason_flag:
                    para_content = para_to_standard_format_v2(
                        para_block, img_buket_path, page_idx)
                else:
                    para_content = para_to_standard_format_v2(
                        para_block, img_buket_path, page_idx)
                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.STANDARD_FORMAT:
        return output_content