python while循环以合并和删除重复的行

Question

I got a dataframe like:

 Type:  Volume: Date:     Price:....
 Q     10      2016.6.1   10
 Q     20      2016.6.1   20
 T     10      2016.6.2 
 Q     10      2016.6.3
 T     20      2016.6.4
 T     20      2016.6.5
 Q     10      2016.6.6

and I want to add up the value of 'volume' only if two(or more) Ts are consecutive and delete one of the row

ie to :

 Q     10      2016.6.1
 Q     20      2016.6.1 
 T     10      2016.6.2 
 Q     10      2016.6.3
 T     20+20=40 2016.6.4
 Q     10      2016.6.6

now I'm using a if loop:

l = len(df)
Volume = df['Volume']
Type = df['Type']

for i in range(2,l-1):
    if Type[i] == 'Trade':
        if Type[i] == 'Trade' and Type[i+1] == 'Trade' :     
            Volume[i] = Volume[i]+Volume[i+1]
            df = np.delete(fd, (i), axis=0)

However, I am getting an error:

ValueError: Shape of passed values is (8, 303540), indices imply (8, 303541)

Also, I would like to change the 'if' loop to a 'while' loop so I can handle data more easily if there are more than two consecutive type 'Trade' data

Answer 1

If you want to edit an iterable while looping over it, it's generally safer to work on a copy of the data inside the loop and replace the original with that updated copy afterwards. This avoids Python getting confused about its position in the iteration (which is the problem that seems hinted at in your error, as it complains about indices).