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SortedDict and SortedSet implementation for Python

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python-skiplist

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Skip Lists are data structure that can be used in place of balanced trees. They are easier to implement and generally faster. This library uses skip lists to implement SortedDict and SortedSet data types for Python.

SortedSet is implemented in C and it uses CPython C API, and SortedDict is a thin wrapper on top of SortedSet.

Here is a few examples:

>>> from skiplist import SortedSet, SortedDict
>>> d = SortedDict({'elma': 1, 'armut': 2, 'kel': 3, 'mahmut': 4})
>>> d
SortedDict({'armut': 2, 'elma': 1, 'kel': 3, 'mahmut': 4})
>>> del d['kel']
>>> d
SortedDict({'armut': 2, 'elma': 1, 'mahmut': 4})
>>> cities = SortedSet(['Canakkale', 'Zurih', 'Izmir', 'Bolu', 'Istanbul'])
>>> cities
SortedSet(['Bolu', 'Canakkale', 'Istanbul', 'Izmir', 'Zurih'])

Installation

$ pip install python-skiplist

Asymptotic Bounds

SortedSet Operations Average Case
add O(log N)
discard O(log N)
contains O(log N)
length O(1)
SortedDict Operations Average Case
_setitem_ O(log N)
_getitem_ O(1)
_delitem_ O(log N)

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  • C 59.1%
  • Python 40.9%