Update requirements.txt to upgrade requests and add magic-pdf dependency
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import json
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import shutil
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import os
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import requests
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from modelscope import snapshot_download
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def download_json(url):
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# 下载JSON文件
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response = requests.get(url)
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response.raise_for_status() # 检查请求是否成功
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return response.json()
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def download_and_modify_json(url, local_filename, modifications):
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if os.path.exists(local_filename):
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data = json.load(open(local_filename))
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config_version = data.get('config_version', '0.0.0')
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if config_version < '1.2.0':
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data = download_json(url)
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else:
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data = download_json(url)
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# 修改内容
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for key, value in modifications.items():
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data[key] = value
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# 保存修改后的内容
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with open(local_filename, 'w', encoding='utf-8') as f:
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json.dump(data, f, ensure_ascii=False, indent=4)
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if __name__ == '__main__':
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mineru_patterns = [
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# "models/Layout/LayoutLMv3/*",
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"models/Layout/YOLO/*",
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"models/MFD/YOLO/*",
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"models/MFR/unimernet_hf_small_2503/*",
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"models/OCR/paddleocr_torch/*",
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# "models/TabRec/TableMaster/*",
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# "models/TabRec/StructEqTable/*",
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]
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model_dir = snapshot_download('opendatalab/PDF-Extract-Kit-1.0', allow_patterns=mineru_patterns)
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layoutreader_model_dir = snapshot_download('ppaanngggg/layoutreader')
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model_dir = model_dir + '/models'
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print(f'model_dir is: {model_dir}')
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print(f'layoutreader_model_dir is: {layoutreader_model_dir}')
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# paddleocr_model_dir = model_dir + '/OCR/paddleocr'
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# user_paddleocr_dir = os.path.expanduser('~/.paddleocr')
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# if os.path.exists(user_paddleocr_dir):
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# shutil.rmtree(user_paddleocr_dir)
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# shutil.copytree(paddleocr_model_dir, user_paddleocr_dir)
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json_url = 'https://gcore.jsdelivr.net/gh/opendatalab/MinerU@master/magic-pdf.template.json'
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config_file_name = 'magic-pdf.json'
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home_dir = os.path.expanduser('~')
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config_file = os.path.join(home_dir, config_file_name)
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json_mods = {
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'models-dir': model_dir,
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'layoutreader-model-dir': layoutreader_model_dir,
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}
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download_and_modify_json(json_url, config_file, json_mods)
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print(f'The configuration file has been configured successfully, the path is: {config_file}')
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@ -2,9 +2,10 @@
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pydantic-settings>=2.0.0
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pydantic-settings>=2.0.0
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python-dotenv==1.0.0
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python-dotenv==1.0.0
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watchdog==2.1.6
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watchdog==2.1.6
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requests==2.26.0
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requests==2.28.1
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# Document processing
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# Document processing
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python-docx>=0.8.11
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python-docx>=0.8.11
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PyPDF2>=3.0.0
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PyPDF2>=3.0.0
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pandas>=2.0.0
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pandas>=2.0.0
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magic-pdf[full]
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