我想使用正则表达式来抑制特定类型的警告.
警告信息是:
C:\Anaconda3\lib\site-packages\pandas\core\indexing.py:420: SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead
See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
self.obj[item] = s
我的抑制过滤器的方式:
import warnings
warnings.filterwarnings("ignore", message= ".*A value is trying to.*")
然而,它失败了.我确实尝试将警告消息的不同部分粘贴到正则表达式中但仍然失败.我想知道为什么.
解决方法:
这是你得到的错误吗?
AssertionError: message must be a string
warnings.filterwarnings只接受message参数的字符串,regex不会在那里编译.如果您确实想要抑制此错误,请执行以下操作:
import pandas as pd
warnings.simplefilter("error", pd.core.common.SettingWithCopyWarning)
否则,您可能想要查看避免SettingWithCopyWarning的方法,因为许多其他人已经解决了同样的问题:
How to deal with SettingWithCopyWarning in Pandas?