MinerU/magic_pdf/parse_by_ocr_v2.py

from magic_pdf.layout.layout_sort import get_bboxes_layout
from magic_pdf.libs.hash_utils import compute_md5
from magic_pdf.libs.commons import fitz
from magic_pdf.model.magic_model import MagicModel
from magic_pdf.pre_proc.cut_image import ocr_cut_image_and_table
from magic_pdf.pre_proc.ocr_detect_all_bboxes import ocr_prepare_bboxes_for_layout_split
from magic_pdf.pre_proc.ocr_dict_merge import sort_blocks_by_layout, fill_spans_in_blocks, fix_block_spans
from magic_pdf.pre_proc.ocr_span_list_modify import remove_overlaps_min_spans


def parse_pdf_by_ocr(pdf_bytes,
                     model_list,
                     imageWriter,
                     start_page_id=0,
                     end_page_id=None,
                     debug_mode=False,
                     ):

    pdf_bytes_md5 = compute_md5(pdf_bytes)
    pdf_docs = fitz.open("pdf", pdf_bytes)

    '''用model_list和docs对象初始化magic_model'''
    magic_model = MagicModel(model_list, pdf_docs)

    '''根据输入的起始范围解析pdf'''
    end_page_id = end_page_id if end_page_id else len(pdf_docs) - 1
    for page_id in range(start_page_id, end_page_id + 1):

        '''从magic_model对象中获取后面会用到的区块信息'''
        img_blocks = magic_model.get_imgs(page_id)
        table_blocks = magic_model.get_tables(page_id)
        discarded_blocks = magic_model.get_discarded(page_id)
        text_blocks = magic_model.get_text_blocks(page_id)
        title_blocks = magic_model.get_title_blocks(page_id)
        inline_equations, interline_equations, interline_equation_blocks = magic_model.get_equations(page_id)

        page_w, page_h = magic_model.get_page_size(page_id)

        '''将所有区块的bbox整理到一起'''
        all_bboxes = ocr_prepare_bboxes_for_layout_split(
            img_blocks, table_blocks, discarded_blocks, text_blocks, title_blocks,
            interline_equation_blocks, page_w, page_h)

        '''根据区块信息计算layout'''
        page_boundry = [0, 0, page_w, page_h]
        layout_bboxes, layout_tree = get_bboxes_layout(all_bboxes, page_boundry, page_id)

        '''根据layout顺序，对当前页面所有需要留下的block进行排序'''
        sorted_blocks = sort_blocks_by_layout(all_bboxes, layout_bboxes)

        '''获取所有需要拼接的span资源'''
        spans = magic_model.get_all_spans(page_id)
        '''删除重叠spans中较小的那些'''
        spans, dropped_spans_by_span_overlap = remove_overlaps_min_spans(spans)
        '''对image和table截图'''
        spans = ocr_cut_image_and_table(spans, pdf_docs[page_id], page_id, pdf_bytes_md5, imageWriter)

        '''将span填入排好序的blocks中'''
        block_with_spans = fill_spans_in_blocks(sorted_blocks, spans)

        '''对block进行fix操作'''
        fix_blocks = fix_block_spans(block_with_spans, img_blocks, table_blocks)