三次样条插值仅产生nans或引发错误

Question

我正在尝试将数据帧从过时地降到每月。

i = ['2000-01-01','2000-04-01','2000-07-01','2000-10-01','2001-01-01','2001-04-01','2001-07-01','2001-10-01']

d = [0,54957.84767,0,0,0,56285.54879,0,0]

df = pd.DataFrame(index=i, data=d)

df.index = pd.to_datetime(df.index,infer_datetime_format=True)

df.index = df.index.to_period('Q')

df.resample('M').interpolate(method='cubic')

这将引发TypeError：

TypeError: ufunc 'isnan' not supported for the input types, and the inputs could not be safely coerced to any supported types according to the casting rule ''safe''

如果我跳过这一行：

    df.index = df.index.to_period('Q')

然后它会产生nans