432 - All O`one Data Structure
Design a data structure to store the strings' count with the ability to return the strings with minimum and maximum counts.
Implement the AllOne
class:
AllOne()
Initializes the object of the data structure.inc(String key)
Increments the count of the stringkey
by1
. Ifkey
does not exist in the data structure, insert it with count1
.dec(String key)
Decrements the count of the stringkey
by1
. If the count ofkey
is0
after the decrement, remove it from the data structure. It is guaranteed thatkey
exists in the data structure before the decrement.getMaxKey()
Returns one of the keys with the maximal count. If no element exists, return an empty string""
.getMinKey()
Returns one of the keys with the minimum count. If no element exists, return an empty string""
.
Note that each function must run in O(1)
average time complexity.
Example 1:
Input ["AllOne", "inc", "inc", "getMaxKey", "getMinKey", "inc", "getMaxKey", "getMinKey"] [[], ["hello"], ["hello"], [], [], ["leet"], [], []] Output [null, null, null, "hello", "hello", null, "hello", "leet"] Explanation AllOne allOne = new AllOne(); allOne.inc("hello"); allOne.inc("hello"); allOne.getMaxKey(); // return "hello" allOne.getMinKey(); // return "hello" allOne.inc("leet"); allOne.getMaxKey(); // return "hello" allOne.getMinKey(); // return "leet"
Constraints:
1 <= key.length <= 10
key
consists of lowercase English letters.- It is guaranteed that for each call to
dec
,key
is existing in the data structure. - At most
5 * 104
calls will be made toinc
,dec
,getMaxKey
, andgetMinKey
.
C++
#include <unordered_map>
#include <unordered_set>
#include <string>
using namespace std;
class Node {
public:
Node* prev;
Node* next;
int cnt;
unordered_set<string> keys;
Node() : cnt(0), prev(nullptr), next(nullptr) {}
Node(string key, int cnt) : cnt(cnt), prev(nullptr), next(nullptr) {
keys.insert(key);
}
Node* insert(Node* node) {
node->prev = this;
node->next = this->next;
if (this->next) {
this->next->prev = node;
}
this->next = node;
return node;
}
void remove() {
if (prev) prev->next = next;
if (next) next->prev = prev;
}
};
class AllOne {
private:
Node* root;
unordered_map<string, Node*> nodes;
public:
AllOne() {
root = new Node();
root->next = root;
root->prev = root;
}
void inc(string key) {
if (nodes.find(key) == nodes.end()) {
if (root->next == root || root->next->cnt > 1) {
nodes[key] = root->insert(new Node(key, 1));
} else {
root->next->keys.insert(key);
nodes[key] = root->next;
}
} else {
Node* curr = nodes[key];
Node* next = curr->next;
if (next == root || next->cnt > curr->cnt + 1) {
nodes[key] = curr->insert(new Node(key, curr->cnt + 1));
} else {
next->keys.insert(key);
nodes[key] = next;
}
curr->keys.erase(key);
if (curr->keys.empty()) {
curr->remove();
delete curr;
}
}
}
void dec(string key) {
Node* curr = nodes[key];
if (curr->cnt == 1) {
nodes.erase(key);
} else {
Node* prev = curr->prev;
if (prev == root || prev->cnt < curr->cnt - 1) {
nodes[key] = prev->insert(new Node(key, curr->cnt - 1));
} else {
prev->keys.insert(key);
nodes[key] = prev;
}
}
curr->keys.erase(key);
if (curr->keys.empty()) {
curr->remove();
delete curr;
}
}
string getMaxKey() {
return root->prev == root ? "" : *root->prev->keys.begin();
}
string getMinKey() {
return root->next == root ? "" : *root->next->keys.begin();
}
};
JAVA
class AllOne {
Node root = new Node();
Map<String, Node> nodes = new HashMap<>();
public AllOne() {
root.next = root;
root.prev = root;
}
public void inc(String key) {
if (!nodes.containsKey(key)) {
if (root.next == root || root.next.cnt > 1) {
nodes.put(key, root.insert(new Node(key, 1)));
} else {
root.next.keys.add(key);
nodes.put(key, root.next);
}
} else {
Node curr = nodes.get(key);
Node next = curr.next;
if (next == root || next.cnt > curr.cnt + 1) {
nodes.put(key, curr.insert(new Node(key, curr.cnt + 1)));
} else {
next.keys.add(key);
nodes.put(key, next);
}
curr.keys.remove(key);
if (curr.keys.isEmpty()) {
curr.remove();
}
}
}
public void dec(String key) {
Node curr = nodes.get(key);
if (curr.cnt == 1) {
nodes.remove(key);
} else {
Node prev = curr.prev;
if (prev == root || prev.cnt < curr.cnt - 1) {
nodes.put(key, prev.insert(new Node(key, curr.cnt - 1)));
} else {
prev.keys.add(key);
nodes.put(key, prev);
}
}
curr.keys.remove(key);
if (curr.keys.isEmpty()) {
curr.remove();
}
}
public String getMaxKey() {
return root.prev.keys.iterator().next();
}
public String getMinKey() {
return root.next.keys.iterator().next();
}
}
class Node {
Node prev;
Node next;
int cnt;
Set<String> keys = new HashSet<>();
public Node() {
this("", 0);
}
public Node(String key, int cnt) {
this.cnt = cnt;
keys.add(key);
}
public Node insert(Node node) {
node.prev = this;
node.next = this.next;
node.prev.next = node;
node.next.prev = node;
return node;
}
public void remove() {
this.prev.next = this.next;
this.next.prev = this.prev;
}
}
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