Commit 6750b53d authored by xu rui's avatar xu rui Committed by icecraft
Browse files

feat: 1.update demos, 2.update docs

parent 91aa7e56
import os
from loguru import logger
from magic_pdf.data.data_reader_writer import FileBasedDataWriter
from magic_pdf.data.dataset import PymuDocDataset
from magic_pdf.pipe.UNIPipe import UNIPipe
try:
current_script_dir = os.path.dirname(os.path.abspath(__file__))
demo_name = 'demo1'
pdf_path = os.path.join(current_script_dir, f'{demo_name}.pdf')
pdf_bytes = open(pdf_path, 'rb').read()
jso_useful_key = {'_pdf_type': '', 'model_list': []}
local_image_dir = os.path.join(current_script_dir, 'images')
image_dir = str(os.path.basename(local_image_dir))
image_writer = FileBasedDataWriter(local_image_dir)
pipe = UNIPipe(PymuDocDataset(pdf_bytes), jso_useful_key, image_writer)
pipe.pipe_classify()
pipe.pipe_analyze()
pipe.pipe_parse()
md_content = pipe.pipe_mk_markdown(image_dir, drop_mode='none')
with open(f'{demo_name}.md', 'w', encoding='utf-8') as f:
f.write(md_content)
except Exception as e:
logger.exception(e)
import copy
import json
import os
from loguru import logger
from magic_pdf.data.data_reader_writer import FileBasedDataWriter
from magic_pdf.data.dataset import PymuDocDataset
from magic_pdf.libs.draw_bbox import draw_layout_bbox, draw_span_bbox
from magic_pdf.pipe.OCRPipe import OCRPipe
from magic_pdf.pipe.TXTPipe import TXTPipe
from magic_pdf.pipe.UNIPipe import UNIPipe
# todo: 设备类型选择 (?)
def json_md_dump(
pipe,
md_writer,
pdf_name,
content_list,
md_content,
orig_model_list,
):
# 写入模型结果到 model.json
md_writer.write_string(
f'{pdf_name}_model.json',
json.dumps(orig_model_list, ensure_ascii=False, indent=4)
)
# 写入中间结果到 middle.json
md_writer.write_string(
f'{pdf_name}_middle.json',
json.dumps(pipe.pdf_mid_data, ensure_ascii=False, indent=4)
)
# text文本结果写入到 conent_list.json
md_writer.write_string(
f'{pdf_name}_content_list.json',
json.dumps(content_list, ensure_ascii=False, indent=4)
)
# 写入结果到 .md 文件中
md_writer.write_string(
f'{pdf_name}.md',
md_content,
)
# 可视化
def draw_visualization_bbox(pdf_info, pdf_bytes, local_md_dir, pdf_file_name):
# 画布局框,附带排序结果
draw_layout_bbox(pdf_info, pdf_bytes, local_md_dir, pdf_file_name)
# 画 span 框
draw_span_bbox(pdf_info, pdf_bytes, local_md_dir, pdf_file_name)
def pdf_parse_main(
pdf_path: str,
parse_method: str = 'auto',
model_json_path: str = None,
is_json_md_dump: bool = True,
is_draw_visualization_bbox: bool = True,
output_dir: str = None
):
"""执行从 pdf 转换到 json、md 的过程,输出 md 和 json 文件到 pdf 文件所在的目录.
:param pdf_path: .pdf 文件的路径,可以是相对路径,也可以是绝对路径
:param parse_method: 解析方法, 共 auto、ocr、txt 三种,默认 auto,如果效果不好,可以尝试 ocr
:param model_json_path: 已经存在的模型数据文件,如果为空则使用内置模型,pdf 和 model_json 务必对应
:param is_json_md_dump: 是否将解析后的数据写入到 .json 和 .md 文件中,默认 True,会将不同阶段的数据写入到不同的 .json 文件中(共3个.json文件),md内容会保存到 .md 文件中
:param is_draw_visualization_bbox: 是否绘制可视化边界框,默认 True,会生成布局框和 span 框的图像
:param output_dir: 输出结果的目录地址,会生成一个以 pdf 文件名命名的文件夹并保存所有结果
"""
try:
pdf_name = os.path.basename(pdf_path).split('.')[0]
pdf_path_parent = os.path.dirname(pdf_path)
if output_dir:
output_path = os.path.join(output_dir, pdf_name)
else:
output_path = os.path.join(pdf_path_parent, pdf_name)
output_image_path = os.path.join(output_path, 'images')
# 获取图片的父路径,为的是以相对路径保存到 .md 和 conent_list.json 文件中
image_path_parent = os.path.basename(output_image_path)
pdf_bytes = open(pdf_path, 'rb').read() # 读取 pdf 文件的二进制数据
orig_model_list = []
if model_json_path:
# 读取已经被模型解析后的pdf文件的 json 原始数据,list 类型
model_json = json.loads(open(model_json_path, 'r', encoding='utf-8').read())
orig_model_list = copy.deepcopy(model_json)
else:
model_json = []
# 执行解析步骤
image_writer, md_writer = FileBasedDataWriter(output_image_path), FileBasedDataWriter(output_path)
# 选择解析方式
if parse_method == 'auto':
jso_useful_key = {'_pdf_type': '', 'model_list': model_json}
pipe = UNIPipe(PymuDocDataset(pdf_bytes), jso_useful_key, image_writer)
elif parse_method == 'txt':
pipe = TXTPipe(PymuDocDataset(pdf_bytes), model_json, image_writer)
elif parse_method == 'ocr':
pipe = OCRPipe(PymuDocDataset(pdf_bytes), model_json, image_writer)
else:
logger.error('unknown parse method, only auto, ocr, txt allowed')
exit(1)
# 执行分类
pipe.pipe_classify()
# 如果没有传入模型数据,则使用内置模型解析
if len(model_json) == 0:
pipe.pipe_analyze() # 解析
orig_model_list = copy.deepcopy(pipe.model_list)
# 执行解析
pipe.pipe_parse()
# 保存 text 和 md 格式的结果
content_list = pipe.pipe_mk_uni_format(image_path_parent, drop_mode='none')
md_content = pipe.pipe_mk_markdown(image_path_parent, drop_mode='none')
if is_json_md_dump:
json_md_dump(pipe, md_writer, pdf_name, content_list, md_content, orig_model_list)
if is_draw_visualization_bbox:
draw_visualization_bbox(pipe.pdf_mid_data['pdf_info'], pdf_bytes, output_path, pdf_name)
except Exception as e:
logger.exception(e)
# 测试
if __name__ == '__main__':
current_script_dir = os.path.dirname(os.path.abspath(__file__))
demo_names = ['demo1', 'demo2', 'small_ocr']
for name in demo_names:
file_path = os.path.join(current_script_dir, f'{name}.pdf')
pdf_parse_main(file_path)
This diff is collapsed.
This diff is collapsed.
...@@ -83,7 +83,24 @@ Read images from path or directory ...@@ -83,7 +83,24 @@ Read images from path or directory
datasets = read_local_images("tt.png") # replace with real file path datasets = read_local_images("tt.png") # replace with real file path
# read files from directory that endswith suffix in suffixes array # read files from directory that endswith suffix in suffixes array
datasets = read_local_images("images/", suffixes=["png", "jpg"]) # replace with real directory datasets = read_local_images("images/", suffixes=[".png", ".jpg"]) # replace with real directory
read_local_office
^^^^^^^^^^^^^^^^^^^^
Read MS-Office files from path or directory
.. code:: python
from magic_pdf.data.read_api import *
# read from image path
datasets = read_local_office("tt.doc") # replace with real file path
# read files from directory that endswith suffix in suffixes array
datasets = read_local_office("docs/") # replace with real directory
Check :doc:`../../api/read_api` for more details Check :doc:`../../api/read_api` for more details
\ No newline at end of file
...@@ -213,7 +213,7 @@ Directory That Contains Images ...@@ -213,7 +213,7 @@ Directory That Contains Images
input_directory = "some_image_dir/" # replace with real directory that contains images input_directory = "some_image_dir/" # replace with real directory that contains images
dss = read_local_images(input_directory, suffixes=['.png', '.jpg'])[0] dss = read_local_images(input_directory, suffixes=['.png', '.jpg'])
count = 0 count = 0
for ds in dss: for ds in dss:
......
...@@ -8,6 +8,7 @@ myst-parser ...@@ -8,6 +8,7 @@ myst-parser
Pillow==8.4.0 Pillow==8.4.0
pydantic>=2.7.2,<2.8.0 pydantic>=2.7.2,<2.8.0
PyMuPDF>=1.24.9 PyMuPDF>=1.24.9
pdfminer.six==20231228
sphinx sphinx
sphinx-argparse>=0.5.2 sphinx-argparse>=0.5.2
sphinx-book-theme>=1.1.3 sphinx-book-theme>=1.1.3
......
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment