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from ConfigSpace import Configuration
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from md_discovery.discovery_executor import pairs_inference
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from md_discovery.discovery_executor_gpu import discover
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from settings import *
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# # 若不输出support和confidence，使用以下两块代码
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# # 将列表1写入本地，路径需自己修改
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# md_path = '/home/w/A-New Folder/8.14/Paper Dataset/TP_md_list.txt'
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# with open(md_path, 'w') as f:
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# for _ in mds:
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# f.write(str(_) + '\n')
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#
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# # 将列表2写入本地，路径需自己修改
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# vio_path = '/home/w/A-New Folder/8.14/Paper Dataset/TP_vio_list.txt'
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# with open(vio_path, 'w') as f:
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# for _ in vio:
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# f.write(str(_) + '\n')
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def md_discover(config: Configuration, source_path, target_path):
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# 输入：csv文件路径，md左侧相似度阈值，md右侧目标字段
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# 输出：2个md列表，列表1中md无violation,列表2中md有violation但confidence满足阈值
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# mds_list = pairs_inference(source_path, target_attr)
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mds_list = discover(source_path, target_attr)
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with open(target_path, 'w') as f:
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for _ in mds_list:
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f.write('Target:'+str(target_attr) + '\t')
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f.write(str(_))
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f.write('\n')
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# if __name__ == '__main__':
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# md_discover()
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