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1""" 

2Implementation of pandas.Series.str and its interface. 

3 

4* strings.accessor.StringMethods : Accessor for Series.str 

5* strings.base.BaseStringArrayMethods: Mixin ABC for EAs to implement str methods 

6 

7Most methods on the StringMethods accessor follow the pattern: 

8 

9 1. extract the array from the series (or index) 

10 2. Call that array's implementation of the string method 

11 3. Wrap the result (in a Series, index, or DataFrame) 

12 

13Pandas extension arrays implementing string methods should inherit from 

14pandas.core.strings.base.BaseStringArrayMethods. This is an ABC defining 

15the various string methods. To avoid namespace clashes and pollution, 

16these are prefixed with `_str_`. So ``Series.str.upper()`` calls 

17``Series.array._str_upper()``. The interface isn't currently public 

18to other string extension arrays. 

19""" 

20# Pandas current implementation is in ObjectStringArrayMixin. This is designed 

21# to work on object-dtype ndarrays. 

22# 

23# BaseStringArrayMethods 

24# - ObjectStringArrayMixin 

25# - StringArray 

26# - PandasArray 

27# - Categorical 

28# - ArrowStringArray