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# Time: O(1)
# Space: O(n)
from random import randint
from collections import defaultdict
class RandomizedCollection(object):
def __init__(self):
"""
Initialize your data structure here.
"""
self.__list = []
self.__used = defaultdict(list)
def insert(self, val):
"""
Inserts a value to the collection. Returns true if the collection did not already contain the specified element.
:type val: int
:rtype: bool
"""
has = val in self.__used
self.__list += (val, len(self.__used[val])),
self.__used[val] += len(self.__list)-1,
return not has
def remove(self, val):
"""
Removes a value from the collection. Returns true if the collection contained the specified element.
:type val: int
:rtype: bool
"""
if val not in self.__used:
return False
self.__used[self.__list[-1][0]][self.__list[-1][1]] = self.__used[val][-1]
self.__list[self.__used[val][-1]], self.__list[-1] = self.__list[-1], self.__list[self.__used[val][-1]]
self.__used[val].pop()
if not self.__used[val]:
self.__used.pop(val)
self.__list.pop()
return True
def getRandom(self):
"""
Get a random element from the collection.
:rtype: int
"""
return self.__list[randint(0, len(self.__list)-1)][0]
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