试图从 df['Close'] 列的 yfinance 计算一些变量。但是我得到了这个我以前从未见过的错误。这是代码:
import os
import pandas as pd
import plotly.graph_objects as go
symbols = 'AAPL'
for filename in os.listdir('datasets/'):
#print(filename)
symbol = filename.split('.')[0]
#print(symbol)
df = pd.read_csv('datasets/{}'.format(filename))
if df.empty:
continue
df['20_sma'] = df['Close'].rolling(window=20).mean()
df['stddev'] = df['Close'].rolling(window=20).std()
df['lowerband'] = df['20_sma'] + (2* df['stddev'])
df['upperband'] = df['20_sma'] - (2* df['stddev'])
if symbol in symbols:
print(df)
这是错误消息:
Traceback (most recent call last):
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/site-packages/pandas/core/indexes/base.py", line 2895, in get_loc
return self._engine.get_loc(casted_key)
File "pandas/_libs/index.pyx", line 70, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/index.pyx", line 101, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/hashtable_class_helper.pxi", line 1675, in pandas._libs.hashtable.PyObjectHashTable.get_item
File "pandas/_libs/hashtable_class_helper.pxi", line 1683, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: 'Close'
上述异常是以下异常的直接原因:
Traceback (most recent call last):
File "/Users/Kit/Documents/TTM_squeezer/squeeze.py", line 16, in <module>
df['20_sma'] = df['Close'].rolling(window=20).mean()
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/site-packages/pandas/core/frame.py", line 2906, in __getitem__
indexer = self.columns.get_loc(key)
File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/site-packages/pandas/core/indexes/base.py", line 2897, in get_loc
raise KeyError(key) from err
KeyError: 'Close'
似乎“关闭”列导致了这个错误,但我不知道为什么?非常感谢