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Sorting a Python dictionary with randomized tie breaker
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import random | |
def compare_with_ties(a, b): | |
diff = cmp(a, b) | |
return diff if diff else random.choice([-1, 1]) | |
a = {'a': 1, 'b': 2, 'c': 1, 'd': 2, 'e': 1} | |
print "Initial dictionary:\n", str(a.items()) | |
print "\nSorted without randomizing ties:" | |
print sorted(a.iteritems(), key=lambda (k, v): v) | |
print "\nSorted with randomized ties:" | |
print sorted(a.iteritems(), key=lambda (k, v): v, cmp=compare_with_ties) | |
# ---------- Sample Output ---------- | |
# Initial dictionary: | |
# [('a', 1), ('c', 1), ('b', 2), ('e', 1), ('d', 2)] | |
# Sorted without randomizing ties: | |
# [('a', 1), ('c', 1), ('e', 1), ('b', 2), ('d', 2)] | |
# Sorted with randomized ties: | |
# [('c', 1), ('a', 1), ('e', 1), ('d', 2), ('b', 2)] |
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This is way faster, as it doesn't generate a list:
or if you need to use cmp