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[11/29] 380. Insert Delete GetRandom O(1)
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Medium
6981353Add to ListShareImplement the RandomizedSet
class:
RandomizedSet()
Initializes theRandomizedSet
object.bool insert(int val)
Inserts an itemval
into the set if not present. Returnstrue
if the item was not present,false
otherwise.bool remove(int val)
Removes an itemval
from the set if present. Returnstrue
if the item was present,false
otherwise.int getRandom()
Returns a random element from the current set of elements (it's guaranteed that at least one element exists when this method is called). Each element must have the same probability of being returned.
You must implement the functions of the class such that each function works in average O(1)
time complexity.
Example 1:
Input ["RandomizedSet", "insert", "remove", "insert", "getRandom", "remove", "insert", "getRandom"] [[], [1], [2], [2], [], [1], [2], []] Output [null, true, false, true, 2, true, false, 2] Explanation RandomizedSet randomizedSet = new RandomizedSet(); randomizedSet.insert(1); // Inserts 1 to the set. Returns true as 1 was inserted successfully. randomizedSet.remove(2); // Returns false as 2 does not exist in the set. randomizedSet.insert(2); // Inserts 2 to the set, returns true. Set now contains [1,2]. randomizedSet.getRandom(); // getRandom() should return either 1 or 2 randomly. randomizedSet.remove(1); // Removes 1 from the set, returns true. Set now contains [2]. randomizedSet.insert(2); // 2 was already in the set, so return false. randomizedSet.getRandom(); // Since 2 is the only number in the set, getRandom() will always return 2.
Constraints:
-231 <= val <= 231 - 1
- At most
2 *
105
calls will be made toinsert
,remove
, andgetRandom
. - There will be at least one element in the data structure when
getRandom
is called.
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Runtime: 414 ms, faster than 94.61% of Python3 online submissions for Insert Delete GetRandom O(1).
Memory Usage: 61.7 MB, less than 14.96% of Python3 online submissions for Insert Delete GetRandom O(1).
Memory Usage: 61.7 MB, less than 14.96% of Python3 online submissions for Insert Delete GetRandom O(1).
import random
class RandomizedSet:
def __init__(self):
self.num_list = []
self.num_map = {}
def insert(self, val: int) -> bool:
res = val not in self.num_map
if val not in self.num_map:
self.num_map[val] = len(self.num_list)
self.num_list.append(val)
return res
def remove(self, val: int) -> bool:
res = val in self.num_map
if val in self.num_map :
popidx = self.num_map[val]
self.num_list[popidx] = self.num_list[-1]
self.num_map[self.num_list[-1]] = popidx
self.num_list.pop()
del self.num_map[val]
return res
def getRandom(self) -> int:
return random.choice(self.num_list)
# Your RandomizedSet object will be instantiated and called as such:
# obj = RandomizedSet()
# param_1 = obj.insert(val)
# param_2 = obj.remove(val)
# param_3 = obj.getRandom()