Do a better RandomizedSet
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c8a4928ee8
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@ -396,7 +396,7 @@ def h_index(citations: list[int]) -> int:
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return last_qualified or 0
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return last_qualified or 0
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class RandomizedSet:
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class SlowRandomizedSet:
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def __init__(self):
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def __init__(self):
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self._i: set[int] = set()
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self._i: set[int] = set()
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@ -412,4 +412,36 @@ class RandomizedSet:
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return False
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return False
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def getRandom(self) -> int:
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def getRandom(self) -> int:
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return next(iter(sorted(list(self._i), key=lambda _: random.random())))
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return random.choice(list(self._i))
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class RandomizedSet:
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def __init__(self):
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self._l: list[int] = []
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self._m: dict[int, int] = {}
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def insert(self, val: int) -> bool:
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if val in self._m:
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return False
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self._m[val] = len(self._l)
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self._l.append(val)
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return True
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def remove(self, val: int) -> bool:
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if val not in self._m:
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return False
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val_loc = self._m[val]
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last_val = self._l[-1]
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self._l[val_loc] = last_val
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self._m[last_val] = val_loc
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self._l.pop()
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self._m.pop(val)
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return True
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def getRandom(self) -> int:
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return random.choice(self._l)
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@ -333,8 +333,15 @@ def test_h_index(citations: list[int], expected: int):
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assert stuff.h_index(citations) == expected
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assert stuff.h_index(citations) == expected
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def test_randomized_set():
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@pytest.mark.parametrize(
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inst = stuff.RandomizedSet()
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("cls",),
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[
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(stuff.SlowRandomizedSet,),
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(stuff.RandomizedSet,),
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],
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)
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def test_randomized_set(cls: type[stuff.RandomizedSet] | type[stuff.SlowRandomizedSet]):
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inst = cls()
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assert inst.insert(1) is True
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assert inst.insert(1) is True
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assert inst.remove(2) is False
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assert inst.remove(2) is False
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@ -344,7 +351,7 @@ def test_randomized_set():
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assert inst.insert(2) is False
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assert inst.insert(2) is False
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assert inst.getRandom() == 2
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assert inst.getRandom() == 2
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inst = stuff.RandomizedSet()
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inst = cls()
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assert inst.insert(1) is True
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assert inst.insert(1) is True
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assert inst.insert(10) is True
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assert inst.insert(10) is True
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@ -353,7 +360,31 @@ def test_randomized_set():
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seen: set[int] = set()
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seen: set[int] = set()
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for _ in range(100_000):
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for _ in range(10_000):
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seen.add(inst.getRandom())
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seen.add(inst.getRandom())
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assert seen == {1, 10, 20, 30}
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assert seen == {1, 10, 20, 30}
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# ["remove","remove","insert","getRandom","remove","insert"]
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# [[0],[0],[0],[],[0],[0]]
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inst = cls()
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assert inst.remove(0) is False
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assert inst.remove(0) is False
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assert inst.insert(0) is True
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assert inst.getRandom() == 0
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assert inst.remove(0) is True
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assert inst.insert(0) is True
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# ["RandomizedSet","insert","insert","remove","insert","remove","getRandom"]
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# [[],[0],[1],[0],[2],[1],[]]
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inst = cls()
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assert inst.insert(0) is True
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assert inst.insert(1) is True
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assert inst.remove(0) is True
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assert inst.insert(2) is True
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assert inst.remove(1) is True
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assert inst.getRandom() == 2
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