Question

我正在对一列csv wrt进行排序，但是现在此字符串变得越来越复杂，不确定如何对它进行排序

为什么仍然坚持使用熊猫就像我已经将排序后的值写回csv

CSV
Snapshot,Status
21.001.1154_2019-01-04_14-37-47_1280868,Released
21.001.1183_2019-01-04_16-37-47_1280868,Unit Tested
21.001.1183_2019-01-04_14-37-47_1280868,Release

I used:
dd.sort_values(['Snapshot'],ascending=True)
du.to_csv(unit_file,header =True,index=False)

dataframe:
C:\Users\320047585\Sathish\Python>python sample.py
Before Sort
                              Snapshot       Status
0  21.001.1154_2019-01-04_14-37-47_1280868     Released
1  21.001.1183_2019-01-04_16-37-47_1280868  Unit Tested
2  21.001.1183_2019-01-04_14-37-47_1280868      Release

然后返回返回排序的值，首先_，但是现在，如果两个ID相同，我需要检查日期，甚至日期相同，我都需要按时排序，那么任何见解都将大有帮助

Expected output
21.001.1154_2019-01-04_14-37-47_1280868,Released
21.001.1183_2019-01-04_14-37-47_1280868,Released
21.001.1183_2019-01-04_16-37-47_1280868,Unit Tested

预先感谢

Answer 1

使用s.str.split()来获取 to_be_sorted 值，其后跟df.reindex()：

df_new=df.reindex(df.Snapshot.str.split("_").str[2].sort_values().index)
print(df_new)

                                  Snapshot       Status
0  21.001.1154_2019-01-04_14-37-47_1280868     Released
2  21.001.1183_2019-01-04_14-37-47_1280868     Released
1  21.001.1183_2019-01-04_16-37-47_1280868  Unit Tested

如果您需要同时考虑日期和时间，请使用：

data_new = data.join(data.Snapshot.str.split("_",expand=True)).sort_values(by=[0,1,2])
print(data_new)

                                 Snapshot       Status           1         2  \
0  21.001.1154_2019-01-04_14-37-47_1280868     Released  2019-01-04  14-37-47   
2  21.001.1183_2019-01-04_14-37-47_1280868     Released  2019-01-04  14-37-47   
1  21.001.1183_2019-01-04_16-37-47_1280868  Unit Tested  2019-01-04  16-37-47   

         3  
0  1280868  
2  1280868  
1  1280868

当然，您可以删除不需要的列。

Answer 2

由于必须对整个字符串进行排序，因此我对anky的答案进行了较小的更改

Before
df_new = df.join(df.Snapshot.str.split("_",expand=True).drop(0,1)).sort_values(by=[1,2])

After
data_new = data.join(data.Snapshot.str.split("_",expand=True)).sort_values(by=[0,1,2])

考虑整个字符串

更有趣

data.sort_values(['Snapshot'],ascending=True) 
Also doing the perfect sorting..! it ignores underscores and dots

根据列（字符串）对大熊猫中的CSV排序

2 个答案: