使用list.remove时出现Python值错误

2024-06-28 14:31:50 发布

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我使用pandas读取电子表格,然后使用迭代将其拆分,以及其他一些操作。但是,当我尝试对其中一个结果数据帧使用list.remove()方法时(即使在将其转换为列表之后),它会抛出以下内容:

ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all() 

以下是完整的代码:

def correlationTester2(startSample, minSample):
    df = list(pd.read_csv('C:/Users/iijof/Desktop/sheet.csv').values)
    df = random.sample(df, len(df))
    dfTry = []
    dfTest = []
    counter = {}
    for i in df:
        if counter.get(i[9], 0) < startSample:
            dfTry.append(i)
            counter[i[9]] = counter.get(i[9], 0) + 1
        else:
            dfTest.append(i)
            counter[i[9]] = counter.get(i[9], 0) + 1

    tryCopy = list(dfTry)
    testCopy = list(dfTest)        
    for i in counter.keys():
        if counter[i] < minSample:
            for name in tryCopy:
                if name[9] == i:
                    dfTry.remove(name)
            for name in testCopy:
                if name[9] == i:
                    dfTest.remove(name)

    return dfTry, dfTest, counter

dfTry, dfTest, counter = correlationTester2(50,100)

运行dfTry.remove(name)行时出错。我怎么修理它

如果我需要提供有关电子表格结构的信息,请告诉我,谢谢

完整错误跟踪:

ValueError                                Traceback (most recent call last)
<ipython-input-99-de5890bffa67> in <module>()
     31     return dfTry, dfTest, counter
     32 
---> 33 dfTry, dfTest, counter = correlationTester2(50,100)
     34 
<ipython-input-99-de5890bffa67> in correlationTester2(startSample, minSample)
     24             for name in tryCopy:
     25                 if name[9] == i:
---> 26                     dfTry.remove(name)
     27             for name in testCopy:
     28                 if name[9] == i:
ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all() 

Tags: nameindfforgetifcounterremove