52 lines
2.5 KiB
Python
52 lines
2.5 KiB
Python
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import pandas as pd
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# 读取Excel文件
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file_path = "D:\\project\\ai_station\\meirejie\\data\\char_data.csv" # 替换为你的Excel文件路径
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df = pd.read_csv(file_path)
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# 随机抽取10条数据
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test_set = df.sample(n=10, random_state=1) # random_state保证每次抽样结果相同
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columns = ['A', 'V', 'FC', 'C', 'H', 'N', 'S', 'O', 'H/C', 'O/C', 'N/C', 'Rt','Hr', 'dp', 'T','Tar']
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test_set = test_set[columns]
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# 保存测试集到新的Excel文件
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test_set.to_csv('D:\\project\\ai_station\\meirejie\\data\\char_data_test.csv', index=False) # 保存为test_set.xlsx，不保存索引
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print("测试集已保存为 char_data_test.csv")
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file_path = "D:\\project\\ai_station\\meirejie\\data\\gas_data.csv" # 替换为你的Excel文件路径
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df = pd.read_csv(file_path)
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# 随机抽取10条数据
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test_set = df.sample(n=10, random_state=1) # random_state保证每次抽样结果相同
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columns = ['A', 'V', 'FC', 'C', 'H', 'N', 'S', 'O', 'H/C', 'O/C', 'N/C', 'Rt','Hr', 'dp', 'T','Gas']
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test_set = test_set[columns]
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# 保存测试集到新的Excel文件
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test_set.to_csv('D:\\project\\ai_station\\meirejie\\data\\gas_data_test.csv', index=False) # 保存为test_set.xlsx，不保存索引
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print("测试集已保存为 gas_data_test.csv")
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file_path = "D:\\project\\ai_station\\meirejie\\data\\water_data.csv" # 替换为你的Excel文件路径
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df = pd.read_csv(file_path)
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# 随机抽取10条数据
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test_set = df.sample(n=10, random_state=1) # random_state保证每次抽样结果相同
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columns = ['A', 'V', 'FC', 'C', 'H', 'N', 'S', 'O', 'H/C', 'O/C', 'N/C', 'Rt','Hr', 'dp', 'T','Water']
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test_set = test_set[columns]
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# 保存测试集到新的Excel文件
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test_set.to_csv('D:\\project\\ai_station\\meirejie\\data\\water_data_test.csv', index=False) # 保存为test_set.xlsx，不保存索引
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print("测试集已保存为 water_data_test.csv")
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file_path = "D:\\project\\ai_station\\meirejie\\data\\char_data.csv" # 替换为你的Excel文件路径
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df = pd.read_csv(file_path)
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# 随机抽取10条数据
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test_set = df.sample(n=10, random_state=1) # random_state保证每次抽样结果相同
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columns = ['A', 'V', 'FC', 'C', 'H', 'N', 'S', 'O', 'H/C', 'O/C', 'N/C', 'Rt','Hr', 'dp', 'T','Char']
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test_set = test_set[columns]
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# 保存测试集到新的Excel文件
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test_set.to_csv('D:\\project\\ai_station\\meirejie\\data\\char_data_test.csv', index=False) # 保存为test_set.xlsx，不保存索引
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print("测试集已保存为 char_data_test.csv")
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