我已经有一段时间没有接触代码了,直到我的整个代码块开始让我头痛好几天了。它以前一直工作到resample
的挑战出现。你知道吗
错误如下:
File "C:\Users\JonesDavid\Local\Programs\Python\Python35\lib\site-packages\pandas\core\generic.py", line 5522, in resample
base=base, key=on, level=level)
File "C:\Users\JonesDavid\Local\Programs\Python\Python35\lib\site-packages\pandas\core\resample.py", line 999, in resample
return tg._get_resampler(obj, kind=kind)
File "C:\Users\JonesDavid\Local\Programs\Python\Python35\lib\site-packages\pandas\core\resample.py", line 1116, in _get_resampler
"but got an instance of %r" % type(ax).__name__)
TypeError: Only valid with DatetimeIndex, TimedeltaIndex or PeriodIndex, but got an instance of 'Index'
tsWeekly = ts.resample('W-MON').last())
doForecast(panel)
main()
这是我的全部代码减去绘图相关部分:
import pandas_datareader.data as web
from datetime import datetime
# removed imports related to plotting
TRAIN_SIZE = 0.2
FORECAST_STEPS = 20
STOCKS_PREDICT = ['SPY', 'AAPL']
def downloadData(startDate, endDate):
histPanel = web.DataReader(STOCKS_PREDICT, 'iex' , startDate, endDate)
contains_condition = ((histPanel.isnull()) | (histPanel == 0)).any(axis=1)
to_keep = contains_condition[contains_condition == False].index
histPanel = histPanel.loc[to_keep]
return histPanel
print(downloadData("01/01/2017","01/01/2019"))
def doForecast(Panel):
closeDF = Panel['close']
ts = closeDF['SPY']
tsWeekly = ts.resample('W-MON').last() # TypeError here
values = tsWeekly.tolist()
# removed unrelevant plotting code
def main():
startDate = datetime(2017, 1, 1)
endDate = datetime.today()
panel = downloadData(startDate, endDate)
doForecast(panel)
if __name__ == '__main__':
main()
目前没有回答
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