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%%writefile lru_cache.py
class Node(object):
def __init__(self, results): self.results = results self.prev = None self.next = Noneclass LinkedList(object): def __init__(self): self.head = None self.tail = None def move_to_front(self, node): # ... def append_to_front(self, node): # ... def remove_from_tail(self): # ...class Cache(object): def __init__(self, MAX_SIZE): self.MAX_SIZE = MAX_SIZE self.size = 0 self.lookup = {} # key: query, value: node self.linked_list = LinkedList() def get(self, query) """Get the stored query result from the cache.
Accessing a node updates its position to the front of the LRU list.
""" node = self.lookup.get(query) if node is None: return None self.linked_list.move_to_front(node) return node.results def set(self, results, query): """Set the result for the given query key in the cache.
When updating an entry, updates its position to the front of the LRU list.
If the entry is new and the cache is at capacity, removes the oldest entry
before the new entry is added.
""" node = self.lookup.get(query) if node is not None: # Key exists in cache, update the value node.results = results self.linked_list.move_to_front(node) else: # Key does not exist in cache if self.size == self.MAX_SIZE: # Remove the oldest entry from the linked list and lookup self.lookup.pop(self.linked_list.tail.query, None) self.linked_list.remove_from_tail() else: self.size += 1 # Add the new key and value new_node = Node(results) self.linked_list.append_to_front(new_node) self.lookup[query] = new_node
Overwriting lru_cache.py
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