【问题标题】:Super: maximum recursion depth exceededSuper:超出最大递归深度
【发布时间】:2019-08-08 12:18:18
【问题描述】:

我正在尝试将 Pandas 的 DataFrame 子类化到另一个类中,就像 GeoPandas here 中的 GeoDataFrame 一样。

但是,我得到了一个

最大递归深度超出错误

当我跑步时:

from pandas import DataFrame

df = pd.DataFrame({'A':[1,2,4], 'B':[4,5,6]})

class NewDataFrame(DataFrame):
    def __init__(self, dataframe: pd.DataFrame) -> None:
        self.dataframe = dataframe
        super(NewDataFrame, self).__init__(dataframe)

    def do_something(self):
        print(self.dataframe.columns)

ndf  = NewDataFrame(df)

完全错误

Traceback (most recent call last):
  File "/Users/as/Documents/projects/model/.venv/lib/python3.7/site-packages/IPython/core/interactiveshell.py", line 3326, in run_code
    exec(code_obj, self.user_global_ns, self.user_ns)
  File "<ipython-input-40-03d15755b527>", line 9, in <module>
    ndf  = NewDataFrame(df)
  File "<ipython-input-40-03d15755b527>", line 3, in __init__
    self.dataframe = dataframe
  File "/Users/as/Documents/projects/model/.venv/lib/python3.7/site-packages/pandas/core/generic.py", line 5092, in __setattr__
    existing = getattr(self, name)
  File "/Users/as/Documents/projects/model/.venv/lib/python3.7/site-packages/pandas/core/generic.py", line 5065, in __getattr__
    if self._info_axis._can_hold_identifiers_and_holds_name(name):
  File "/Users/as/Documents/projects/model/.venv/lib/python3.7/site-packages/pandas/core/generic.py", line 5065, in __getattr__
    if self._info_axis._can_hold_identifiers_and_holds_name(name):
  File "/Users/as/Documents/projects/model/.venv/lib/python3.7/site-packages/pandas/core/generic.py", line 5065, in __getattr__
    if self._info_axis._can_hold_identifiers_and_holds_name(name):
  [Previous line repeated 1484 more times]
  File "/Users/as/Documents/projects/model/.venv/lib/python3.7/site-packages/pandas/core/generic.py", line 428, in _info_axis
    return getattr(self, self._info_axis_name)
  File "/Users/as/Documents/projects/model/.venv/lib/python3.7/site-packages/pandas/core/generic.py", line 5063, in __getattr__
    return object.__getattribute__(self, name)
  File "pandas/_libs/properties.pyx", line 65, in pandas._libs.properties.AxisProperty.__get__
  File "/Users/as/Documents/projects/model/.venv/lib/python3.7/site-packages/pandas/core/generic.py", line 5063, in __getattr__
    return object.__getattribute__(self, name)
RecursionError: maximum recursion depth exceeded while calling a Python object

我知道this questionthis,但是除非我遗漏了什么,否则这两个问题的答案似乎都是我所做的。

我使用的是 Mac OS 10.14.5 和 Python 3.7.3

【问题讨论】:

  • 在您提供的示例中,初始化参数不是您想要做的数据框实例,只是一个用于定义列的字符串。
  • 为什么要调用 pd.Dataframe 构造函数两次?为什么不直接用你的字典调用 pd.Dataframe 呢? d = {'A':[1,2,4], 'B':[4,5,6]}class NewDataFrame(DataFrame): def __init__(self, dict: myDict) -&gt; None: super(NewDataFrame,self).__init__(myDict)
  • @ipaleka 是一个字符串吗?我认为这是一个数据框
  • @ma3oun df 只是一个例子,它不是我试图调用类的实际数据框。
  • @salhin 实际上我错了,即使 没有 那些参数也会调用 super,所以只有 *args, **kwargs 被提供给DataFrame initialization。这意味着字典应该作为第一个位置参数或 data 命名参数。

标签: python pandas oop superclass


【解决方案1】:

您的代码中有一个无限循环。也许您一直在寻找类似的东西:

from pandas import DataFrame

class NewDataFrame(DataFrame):
    def __init__(self, param) -> None:
        super().__init__(param)

    def do_something(self):
        print(self.columns)

ndf  = NewDataFrame({'A':[1,2,4], 'B':[4,5,6]})

【讨论】:

  • 但是我以后如何在其他函数中调用self.param?我已经更新了我的问题示例,使其更准确
  • 实际上,我发现使用您的答案,我可以将param 称为self 而不是self.param,然后它就可以正常工作了。如果您更新您的答案,我可以将其标记为已接受。
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