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36 changes: 35 additions & 1 deletion eviction_policies.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
from abc import ABC, abstractmethod
from typing import Generic, TypeVar
from collections import OrderedDict
import random

K = TypeVar('K')

Expand Down Expand Up @@ -55,4 +56,37 @@ def remove(self, key: K) -> None:
self.stack.remove(key)

def evict(self) -> K:
return self.stack.pop()
return self.stack.pop()

class RandomEvictionPolicy(EvictionPolicy[K]):
def __init__(self):
self.items = set()

def add(self, key: K) -> None:
self.items.add(key)

def remove(self, key: K) -> None:
self.items.discard(key)

def evict(self) -> K:
if not self.items:
raise IndexError("Eviction called on empty policy.")
key = random.choice(list(self.items))
self.items.remove(key)
return key

class MRUEvictionPolicy(EvictionPolicy[K]):
def __init__(self):
self.order = OrderedDict()

def add(self, key: K) -> None:
if key in self.order:
del self.order[key]
self.order[key] = None

def remove(self, key: K) -> None:
self.order.pop(key, None)

def evict(self) -> K:
return self.order.popitem(last=True)[0]