MinerU / magic_pdf /pre_proc /remove_footer_header.py
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import re
from magic_pdf.libs.boxbase import _is_in_or_part_overlap
from magic_pdf.libs.drop_tag import CONTENT_IN_FOOT_OR_HEADER, PAGE_NO
def remove_headder_footer_one_page(text_raw_blocks, image_bboxes, table_bboxes, header_bboxs, footer_bboxs,
page_no_bboxs, page_w, page_h):
"""
删除页眉页脚,页码
从line级别进行删除,删除之后观察这个text-block是否是空的,如果是空的,则移动到remove_list中
"""
header = []
footer = []
if len(header) == 0:
model_header = header_bboxs
if model_header:
x0 = min([x for x, _, _, _ in model_header])
y0 = min([y for _, y, _, _ in model_header])
x1 = max([x1 for _, _, x1, _ in model_header])
y1 = max([y1 for _, _, _, y1 in model_header])
header = [x0, y0, x1, y1]
if len(footer) == 0:
model_footer = footer_bboxs
if model_footer:
x0 = min([x for x, _, _, _ in model_footer])
y0 = min([y for _, y, _, _ in model_footer])
x1 = max([x1 for _, _, x1, _ in model_footer])
y1 = max([y1 for _, _, _, y1 in model_footer])
footer = [x0, y0, x1, y1]
header_y0 = 0 if len(header) == 0 else header[3]
footer_y0 = page_h if len(footer) == 0 else footer[1]
if page_no_bboxs:
top_part = [b for b in page_no_bboxs if b[3] < page_h / 2]
btn_part = [b for b in page_no_bboxs if b[1] > page_h / 2]
top_max_y0 = max([b[1] for b in top_part]) if top_part else 0
btn_min_y1 = min([b[3] for b in btn_part]) if btn_part else page_h
header_y0 = max(header_y0, top_max_y0)
footer_y0 = min(footer_y0, btn_min_y1)
content_boundry = [0, header_y0, page_w, footer_y0]
header = [0, 0, page_w, header_y0]
footer = [0, footer_y0, page_w, page_h]
"""以上计算出来了页眉页脚的边界,下面开始进行删除"""
text_block_to_remove = []
# 首先检查每个textblock
for blk in text_raw_blocks:
if len(blk['lines']) > 0:
for line in blk['lines']:
line_del = []
for span in line['spans']:
span_del = []
if span['bbox'][3] < header_y0:
span_del.append(span)
elif _is_in_or_part_overlap(span['bbox'], header) or _is_in_or_part_overlap(span['bbox'], footer):
span_del.append(span)
for span in span_del:
line['spans'].remove(span)
if not line['spans']:
line_del.append(line)
for line in line_del:
blk['lines'].remove(line)
else:
# if not blk['lines']:
blk['tag'] = CONTENT_IN_FOOT_OR_HEADER
text_block_to_remove.append(blk)
"""有的时候由于pageNo太小了,总是会有一点和content_boundry重叠一点,被放入正文,因此对于pageNo,进行span粒度的删除"""
page_no_block_2_remove = []
if page_no_bboxs:
for pagenobox in page_no_bboxs:
for block in text_raw_blocks:
if _is_in_or_part_overlap(pagenobox, block['bbox']): # 在span级别删除页码
for line in block['lines']:
for span in line['spans']:
if _is_in_or_part_overlap(pagenobox, span['bbox']):
# span['text'] = ''
span['tag'] = PAGE_NO
# 检查这个block是否只有这一个span,如果是,那么就把这个block也删除
if len(line['spans']) == 1 and len(block['lines']) == 1:
page_no_block_2_remove.append(block)
else:
# 测试最后一个是不是页码:规则是,最后一个block仅有1个line,一个span,且text是数字,空格,符号组成,不含字母,并且包含数字
if len(text_raw_blocks) > 0:
text_raw_blocks.sort(key=lambda x: x['bbox'][1], reverse=True)
last_block = text_raw_blocks[0]
if len(last_block['lines']) == 1:
last_line = last_block['lines'][0]
if len(last_line['spans']) == 1:
last_span = last_line['spans'][0]
if last_span['text'].strip() and not re.search('[a-zA-Z]', last_span['text']) and re.search('[0-9]',
last_span[
'text']):
last_span['tag'] = PAGE_NO
page_no_block_2_remove.append(last_block)
for b in page_no_block_2_remove:
text_block_to_remove.append(b)
for blk in text_block_to_remove:
if blk in text_raw_blocks:
text_raw_blocks.remove(blk)
text_block_remain = text_raw_blocks
image_bbox_to_remove = [bbox for bbox in image_bboxes if not _is_in_or_part_overlap(bbox, content_boundry)]
image_bbox_remain = [bbox for bbox in image_bboxes if _is_in_or_part_overlap(bbox, content_boundry)]
table_bbox_to_remove = [bbox for bbox in table_bboxes if not _is_in_or_part_overlap(bbox, content_boundry)]
table_bbox_remain = [bbox for bbox in table_bboxes if _is_in_or_part_overlap(bbox, content_boundry)]
return image_bbox_remain, table_bbox_remain, text_block_remain, text_block_to_remove, image_bbox_to_remove, table_bbox_to_remove