尝试将数据帧转换为先知预期格式 ds问题

问题描述

#Covnvert the dataframe into the prophet expected format.
apple.rename(columns={'close': 'y','date': 'ds'},inplace=True)
apple['ds'] = pd.to_datetime(apple['ds'])
apple['y']=apple['y'].astype(float)

下面的错误输出：

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/indexes/base.py in get_loc(self,key,method,tolerance)
   2888             try:
-> 2889                 return self._engine.get_loc(casted_key)
   2890             except KeyError as err:
pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()
pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()
pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()
pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()
KeyError: 'ds'
The above exception was the direct cause of the following exception:
KeyError                                  Traceback (most recent call last)
<ipython-input-5-67265c944d5c> in <module>
      1 #Covnvert the dataframe into the prophet expected format.
      2 apple.rename(columns={'close': 'y',inplace=True)
----> 3 apple['ds'] = pd.to_datetime(apple['ds'])
      4 apple['y']=apple['y'].astype(float)
/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/frame.py in __getitem__(self,key)
   2897             if self.columns.nlevels > 1:
   2898                 return self._getitem_multilevel(key)
-> 2899             indexer = self.columns.get_loc(key)
   2900             if is_integer(indexer):
   2901                 indexer = [indexer]
/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/indexes/base.py in get_loc(self,tolerance)
   2889                 return self._engine.get_loc(casted_key)
   2890             except KeyError as err:
-> 2891                 raise KeyError(key) from err
   2892 
   2893         if tolerance is not None:
KeyError: 'ds"*

解决方法

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