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Python

# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import os
from copy import deepcopy
from docx import Document
from docx import shared
from docx.enum.text import WD_ALIGN_PARAGRAPH
from docx.enum.section import WD_SECTION
from docx.oxml.ns import qn
from docx.enum.table import WD_TABLE_ALIGNMENT
from ppstructure.recovery.table_process import HtmlToDocx
from ppocr.utils.logging import get_logger
logger = get_logger()
def convert_info_docx(img, res, save_folder, img_name):
doc = Document()
doc.styles["Normal"].font.name = "Times New Roman"
doc.styles["Normal"]._element.rPr.rFonts.set(qn("w:eastAsia"), "宋体")
doc.styles["Normal"].font.size = shared.Pt(6.5)
flag = 1
for i, region in enumerate(res):
if len(region["res"]) == 0:
continue
img_idx = region["img_idx"]
if flag == 2 and region["layout"] == "single":
section = doc.add_section(WD_SECTION.CONTINUOUS)
section._sectPr.xpath("./w:cols")[0].set(qn("w:num"), "1")
flag = 1
elif flag == 1 and region["layout"] == "double":
section = doc.add_section(WD_SECTION.CONTINUOUS)
section._sectPr.xpath("./w:cols")[0].set(qn("w:num"), "2")
flag = 2
if region["type"].lower() == "figure":
excel_save_folder = os.path.join(save_folder, img_name)
img_path = os.path.join(
excel_save_folder, "{}_{}.jpg".format(region["bbox"], img_idx)
)
paragraph_pic = doc.add_paragraph()
paragraph_pic.alignment = WD_ALIGN_PARAGRAPH.CENTER
run = paragraph_pic.add_run("")
if flag == 1:
run.add_picture(img_path, width=shared.Inches(5))
elif flag == 2:
run.add_picture(img_path, width=shared.Inches(2))
elif region["type"].lower() == "title":
doc.add_heading(region["res"][0]["text"])
elif region["type"].lower() == "table":
parser = HtmlToDocx()
parser.table_style = "TableGrid"
parser.handle_table(region["res"]["html"], doc)
else:
paragraph = doc.add_paragraph()
paragraph_format = paragraph.paragraph_format
for i, line in enumerate(region["res"]):
if i == 0:
paragraph_format.first_line_indent = shared.Inches(0.25)
text_run = paragraph.add_run(line["text"] + " ")
text_run.font.size = shared.Pt(10)
# save to docx
docx_path = os.path.join(save_folder, "{}_ocr.docx".format(img_name))
doc.save(docx_path)
logger.info("docx save to {}".format(docx_path))
def sorted_layout_boxes(res, w):
"""
Sort text boxes in order from top to bottom, left to right
args:
res(list):ppstructure results
return:
sorted results(list)
"""
num_boxes = len(res)
if num_boxes == 1:
res[0]["layout"] = "single"
return res
sorted_boxes = sorted(res, key=lambda x: (x["bbox"][1], x["bbox"][0]))
_boxes = list(sorted_boxes)
new_res = []
res_left = []
res_right = []
i = 0
while True:
if i >= num_boxes:
break
if i == num_boxes - 1:
if (
_boxes[i]["bbox"][1] > _boxes[i - 1]["bbox"][3]
and _boxes[i]["bbox"][0] < w / 2
and _boxes[i]["bbox"][2] > w / 2
):
new_res += res_left
new_res += res_right
_boxes[i]["layout"] = "single"
new_res.append(_boxes[i])
else:
if _boxes[i]["bbox"][2] > w / 2:
_boxes[i]["layout"] = "double"
res_right.append(_boxes[i])
new_res += res_left
new_res += res_right
elif _boxes[i]["bbox"][0] < w / 2:
_boxes[i]["layout"] = "double"
res_left.append(_boxes[i])
new_res += res_left
new_res += res_right
res_left = []
res_right = []
break
elif _boxes[i]["bbox"][0] < w / 4 and _boxes[i]["bbox"][2] < 3 * w / 4:
_boxes[i]["layout"] = "double"
res_left.append(_boxes[i])
i += 1
elif _boxes[i]["bbox"][0] > w / 4 and _boxes[i]["bbox"][2] > w / 2:
_boxes[i]["layout"] = "double"
res_right.append(_boxes[i])
i += 1
else:
new_res += res_left
new_res += res_right
_boxes[i]["layout"] = "single"
new_res.append(_boxes[i])
res_left = []
res_right = []
i += 1
if res_left:
new_res += res_left
if res_right:
new_res += res_right
return new_res