How to clone or copy a set in Python?

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忘了有多久
忘了有多久 2020-12-18 17:47

For copying a list: shallow_copy_of_list = old_list[:].

For copying a dict: shallow_copy_of_dict = dict(old_dict).

But for a

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  • 2020-12-18 18:15

    Both of these will give a duplicate of a set:

    shallow_copy_of_set = set(old_set)
    

    Or:

    shallow_copy_of_set = old_set.copy() #Which is more readable.
    

    The reason that the first way above doesn't give a set of a set, is that the proper syntax for that would be set([old_set]). Which wouldn't work, because sets can't be elements in other sets, because they are unhashable by virtue of being mutable. However, this isn't true for frozensets, so e.g. frozenset(frozenset(frozenset([1,2,3]))) == frozenset([1, 2, 3]).

    So a rule of thumb for replicating any of instance of the basic data structures in Python (lists, dict, set, frozenset, string):

    a2 = list(a)      #a is a list
    b2 = set(b)       #b is a set
    c2 = dict(c)      #c is a dict
    d2 = frozenset(d) #d is a frozenset
    e2 = str(e)       #e is a string
    #All of the above give a (shallow) copy.
    

    So, if x is either of those types, then

    shallow_copy_of_x = type(x)(x) #Highly unreadable! But economical.
    

    Note that only dict, set and frozenset have the built-in copy() method. It would probably be a good idea that lists and strings had a copy() method too, for uniformity and readability. But they don't, at least in Python 2.7.3 which I'm testing with.

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  • 2020-12-18 18:26

    Besides the type(x)(x) hack, you can import copy module to make either shallow copy or deep copy:

    In [29]: d={1: [2,3]}
    
    In [30]: sd=copy.copy(d)
        ...: sd[1][0]=321
        ...: print d
    {1: [321, 3]}
    
    In [31]: dd=copy.deepcopy(d)
        ...: dd[1][0]=987
        ...: print dd, d
    {1: [987, 3]} {1: [321, 3]}
    

    From the docstring:

    Definition: copy.copy(x)
    Docstring:
    Shallow copy operation on arbitrary Python objects.
    
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