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)