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| 1 | +package com.caching; |
| 2 | + |
| 3 | +import java.util.HashMap; |
| 4 | +import java.util.NoSuchElementException; |
| 5 | +import java.util.TreeMap; |
| 6 | + |
| 7 | +/** |
| 8 | + * Your LFUCache object can be instantiated and called as such: LFUCache |
| 9 | + * lfuCache = new LFUCache(capacity); lfuCache.put(key,value); int param_1 = |
| 10 | + * lfuCache.get(key); |
| 11 | + */ |
| 12 | +class LFUCache<T> { |
| 13 | + // internal Node to store cache element |
| 14 | + private class Node { |
| 15 | + int key; |
| 16 | + T value; |
| 17 | + int freq; |
| 18 | + Node next; |
| 19 | + Node pre; |
| 20 | + |
| 21 | + public Node(int key, T value, int freq) { |
| 22 | + this.key = key; |
| 23 | + this.value = value; |
| 24 | + this.freq = freq; |
| 25 | + next = pre = null; |
| 26 | + } |
| 27 | + |
| 28 | + public String toString() { |
| 29 | + return " Key: " + key + "Value: " + value + "Freq: " + freq; |
| 30 | + } |
| 31 | + |
| 32 | + } |
| 33 | + |
| 34 | + // internal Doubly Linked List to store cache nodes |
| 35 | + private class DLL { |
| 36 | + Node head; |
| 37 | + Node tail; |
| 38 | + int len; |
| 39 | + |
| 40 | + public DLL() { |
| 41 | + head = new Node(-1, null, -1); |
| 42 | + tail = new Node(-1, null, -1); |
| 43 | + head.next = tail; |
| 44 | + tail.pre = head; |
| 45 | + len = 0; |
| 46 | + } |
| 47 | + |
| 48 | + public void addToHead(Node node) { |
| 49 | + node.next = head.next; |
| 50 | + head.next.pre = node; |
| 51 | + head.next = node; |
| 52 | + node.pre = head; |
| 53 | + len++; |
| 54 | + } |
| 55 | + |
| 56 | + public void deleteNode(Node node) { |
| 57 | + node.pre.next = node.next; |
| 58 | + node.next.pre = node.pre; |
| 59 | + len--; |
| 60 | + } |
| 61 | + |
| 62 | + } |
| 63 | + |
| 64 | + private int capacity; |
| 65 | + private int size; |
| 66 | + private TreeMap<Integer, DLL> freq; |
| 67 | + private HashMap<Integer, Node> map; |
| 68 | + |
| 69 | + /** |
| 70 | + * instantiates LFUCache with fixed capacity |
| 71 | + * |
| 72 | + * @param capacity The capacity of the cache. Once the cache reaches capacity, |
| 73 | + * new elements will replace old elements in LFU manner |
| 74 | + */ |
| 75 | + public LFUCache(int capacity) { |
| 76 | + this.capacity = capacity; |
| 77 | + size = 0; |
| 78 | + freq = new TreeMap<Integer, DLL>(); |
| 79 | + map = new HashMap<Integer, Node>(); |
| 80 | + System.out.println("LFUCache initialised with capacity: " + capacity); |
| 81 | + } |
| 82 | + |
| 83 | + /** |
| 84 | + * To get the cached value for given key |
| 85 | + * |
| 86 | + * @param key The key (int) of the expected value |
| 87 | + * @return corresponding value for input key |
| 88 | + * @throws NoSuchElementException if key is absent |
| 89 | + */ |
| 90 | + public T get(int key) { |
| 91 | + // Cache hit condition |
| 92 | + if (map.containsKey(key)) { |
| 93 | + Node node = map.get(key); |
| 94 | + System.out.println("Returning value from cache:" + node.toString()); |
| 95 | + DLL dll = freq.get(node.freq); |
| 96 | + dll.deleteNode(node); |
| 97 | + if (dll.len == 0) |
| 98 | + freq.remove(node.freq); |
| 99 | + node.freq += 1; |
| 100 | + dll = freq.computeIfAbsent(node.freq, k -> new DLL()); |
| 101 | + dll.addToHead(node); |
| 102 | + return node.value; |
| 103 | + } |
| 104 | + // Cache miss condition |
| 105 | + throw new NoSuchElementException("No element for key: " + key); |
| 106 | + } |
| 107 | + |
| 108 | + /** |
| 109 | + * To put a value in LFU cache with corresponding key |
| 110 | + * |
| 111 | + * @param key The key (int) |
| 112 | + * @param value The value to be cached |
| 113 | + */ |
| 114 | + public void put(int key, T value) { |
| 115 | + if (capacity == 0) { |
| 116 | + System.out.println("Cache set to 0 capacity. No element will be cached"); |
| 117 | + return; |
| 118 | + } |
| 119 | + if (map.containsKey(key)) { |
| 120 | + System.out.println("Key " + key + " already present in cache.Value will be replaced"); |
| 121 | + Node node = map.get(key); |
| 122 | + node.value = value; |
| 123 | + DLL dll = freq.get(node.freq); |
| 124 | + dll.deleteNode(node); |
| 125 | + if (dll.len == 0) |
| 126 | + freq.remove(node.freq); |
| 127 | + node.freq += 1; |
| 128 | + dll = freq.computeIfAbsent(node.freq, k -> new DLL()); |
| 129 | + dll.addToHead(node); |
| 130 | + } else { |
| 131 | + System.out.println("Adding new key " + key + " to cache"); |
| 132 | + Node node = new Node(key, value, 1); |
| 133 | + map.put(key, node); |
| 134 | + |
| 135 | + if (size < capacity) { |
| 136 | + size++; |
| 137 | + DLL dll = freq.computeIfAbsent(1, k -> new DLL()); |
| 138 | + dll.addToHead(node); |
| 139 | + } else { |
| 140 | + System.out.println("Cache at peak capacity.Old values will be removed in LFU fashion"); |
| 141 | + Integer lowest = freq.firstKey(); |
| 142 | + DLL dll = freq.get(lowest); |
| 143 | + map.remove(dll.tail.pre.key); |
| 144 | + System.out.println("Value removed:" + dll.tail.pre.value.toString()); |
| 145 | + dll.deleteNode(dll.tail.pre); |
| 146 | + if (dll.len == 0 && lowest != 1) |
| 147 | + freq.remove(lowest); |
| 148 | + DLL freq_one = freq.computeIfAbsent(1, k -> new DLL()); |
| 149 | + freq_one.addToHead(node); |
| 150 | + } |
| 151 | + } |
| 152 | + |
| 153 | + } |
| 154 | + |
| 155 | +} |
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