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[英]Python: Find a substring in a string and returning the index of the substring
[英]Find index of substring within string from a dataframe
我有一个 dataframe 有两列(和很多行),一列是完整序列,另一列contains a sub sequence.
我想找到子序列在完整序列中开始的索引,并将其添加为另一列:
我试过这个:
df["start"] = df.sequence.index(df.sub_sequence)
但这会返回: TypeError: 'RangeIndex' object is not callable
我究竟做错了什么?
这是我希望得到的df和df:
样品 dataframe:
import pandas as pd
data = {"sequence": ["abcde","fghij","klmno"], "sub_sequence": ["cde", "gh", "no"]}
df = pd.DataFrame (data, columns = ['sequence','sub_sequence'])
sequence sub_sequence
0 abcde cde
1 fghij gh
2 klmno no
预期结果:
data2 = {"sequence": ["abcde","fghij","klmno"], "sub_sequence": ["cde", "gh", "no"], "start": [2,1,3]}
df2 = pd.DataFrame (data2, columns = ['sequence','sub_sequence','start'])
sequence sub_sequence start
0 abcde cde 2
1 fghij gh 1
2 klmno no 3
df['start'] = [seq.index(sub) for seq, sub in zip(df['sequence'], df['sub_sequence'])]
或使用DataFrame.apply
沿axis=1
+str.index
:
df['start'] = df[['sequence', 'sub_sequence']].apply(lambda s: str.index(*s), axis=1)
结果:
sequence sub_sequence start
0 abcde cde 2
1 fghij gh 1
2 klmno no 3
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