Ninja technique🥷 to ACE DSA Interviews.
struct Node {
int key, value, cnt;
Node* next;
Node* prev;
Node(int _key, int _value)
{
key = _key;
value = _value;
cnt = 1;
}
};
struct List {
int size;
Node* head;
Node* tail;
List()
{
head = new Node(0, 0);
tail = new Node(0, 0);
head->next = tail;
tail->prev = head;
size = 0;
}
void addFront(Node* node)
{
Node* temp = head->next;
node->next = temp;
node->prev = head;
head->next = node;
temp->prev = node;
size++;
}
void removeNode(Node* delnode)
{
Node* delprev = delnode->prev;
Node* delnext = delnode->next;
delprev->next = delnext;
delnext->prev = delprev;
size--;
}
};
class LFUCache {
map<int, Node*> keyNode;
map<int, List*> freqListMap;
int maxSizeCache;
int minFreq;
int curSize;
public:
LFUCache(int capacity)
{
maxSizeCache = capacity;
minFreq = 0;
curSize = 0;
}
void updateFreqListMap(Node* node)
{
keyNode.erase(node->key);
freqListMap[node->cnt]->removeNode(node);
if (node->cnt == minFreq && freqListMap[node->cnt]->size == 0) {
minFreq++;
}
List* nextHigherFreqList = new List();
if (freqListMap.find(node->cnt + 1) != freqListMap.end()) {
nextHigherFreqList = freqListMap[node->cnt + 1];
}
node->cnt += 1;
nextHigherFreqList->addFront(node);
freqListMap[node->cnt] = nextHigherFreqList;
keyNode[node->key] = node;
}
int get(int key)
{
if (keyNode.find(key) != keyNode.end()) {
Node* node = keyNode[key];
int val = node->value;
updateFreqListMap(node);
return val;
}
return -1;
}
void put(int key, int value)
{
if (maxSizeCache == 0) {
return;
}
if (keyNode.find(key) != keyNode.end()) {
Node* node = keyNode[key];
node->value = value;
updateFreqListMap(node);
} else {
if (curSize == maxSizeCache) {
List* list = freqListMap[minFreq];
keyNode.erase(list->tail->prev->key);
freqListMap[minFreq]->removeNode(list->tail->prev);
curSize--;
}
curSize++;
// new value has to be added who is not there previously
minFreq = 1;
List* listFreq = new List();
if (freqListMap.find(minFreq) != freqListMap.end()) {
listFreq = freqListMap[minFreq];
}
Node* node = new Node(key, value);
listFreq->addFront(node);
keyNode[key] = node;
freqListMap[minFreq] = listFreq;
}
}
};