寻求您的帮助有关这个问题,我正试图解决它,尝试了这么多的语法,但仍然得到相同的错误。我得到了多个csv文件要转换,我拉相同的数据,脚本的作品之一,我的csv文件,但不对其他。期待您的反馈。非常感谢。
我的代码:
import os
进口Pandas当PD
目录='C:/路径'扩展名=('. csv ')
对于os. listdir(目录)中的文件名:f = os. path. join(目录,文件名)
if f.endswith(ext):
head_tail = os.path.split(f)
head_tail1 = 'C:/path'
k =head_tail[1]
r=k.split(".")[0]
p=head_tail1 + "/" + r + " - Revised.csv"
mydata = pd.read_csv(f)
# to pull columns and values
new = mydata[["A","Room","C","D"]]
new = new.rename(columns={'D': 'Qty. of Parts'})
new['Qty. of Parts'] = 1
new.to_csv(p ,index=False)
#to merge columns and values
merge_columns = ['A', 'Room', 'C']
merged_col = ''.join(merge_columns).replace('ARoomC', 'F')
new[merged_col] = new[merge_columns].apply(lambda x: '.'.join(x), axis=1)
new.drop(merge_columns, axis=1, inplace=True)
new = new.groupby(merged_col).count().reset_index()
new.to_csv(p, index=False)
我得到的错误:
Traceback (most recent call last):
File "C:Path\MyProject.py", line 34, in <module>
new[merged_col] = new[merge_columns].apply(lambda x: '.'.join(x), axis=1)
File "C:Path\MyProject.py", line 9565, in apply
return op.apply().__finalize__(self, method="apply")
File "C:Path\MyProject.py", line 746, in apply
return self.apply_standard()
File "C:Path\MyProject.py", line 873, in apply_standard
results, res_index = self.apply_series_generator()
File "C:Path\MyProject.py", line 889, in apply_series_generator
results[i] = self.f(v)
File "C:Path\MyProject.py", line 34, in <lambda>
new[merged_col] = new[merge_columns].apply(lambda x: '.'.join(x), axis=1)
TypeError: sequence item 1: expected str instance, int found
1条答案
按热度按时间sr4lhrrt1#
如果不展示数据样本,很难说你想达到什么目的,但无论如何,要修复这个错误,你需要在调用
pandas.Series.apply
时用str
将值转换为字符串:或者,您也可以使用
pandas.Series.astype
: