1670. Design Front Middle Back Queue

Description

Design a queue that supports push and pop operations in the front, middle, and back.

Implement the FrontMiddleBack class:

FrontMiddleBack() Initializes the queue.
void pushFront(int val) Adds val to the front of the queue.
void pushMiddle(int val) Adds val to the middle of the queue.
void pushBack(int val) Adds val to the back of the queue.
int popFront() Removes the front element of the queue and returns it. If the queue is empty, return -1.
int popMiddle() Removes the middle element of the queue and returns it. If the queue is empty, return -1.
int popBack() Removes the back element of the queue and returns it. If the queue is empty, return -1.

Notice that when there are two middle position choices, the operation is performed on the frontmost middle position choice. For example:

Pushing 6 into the middle of [1, 2, 3, 4, 5] results in [1, 2, 6, 3, 4, 5].
Popping the middle from [1, 2, 3, 4, 5, 6] returns 3 and results in [1, 2, 4, 5, 6].

Example 1:

Input:
["FrontMiddleBackQueue", "pushFront", "pushBack", "pushMiddle", "pushMiddle", "popFront", "popMiddle", "popMiddle", "popBack", "popFront"]
[[], [1], [2], [3], [4], [], [], [], [], []]
Output:
[null, null, null, null, null, 1, 3, 4, 2, -1]

Explanation:
FrontMiddleBackQueue q = new FrontMiddleBackQueue();
q.pushFront(1);   // [1]
q.pushBack(2);    // [1, 2]
q.pushMiddle(3);  // [1, 3, 2]
q.pushMiddle(4);  // [1, 4, 3, 2]
q.popFront();     // return 1 -> [4, 3, 2]
q.popMiddle();    // return 3 -> [4, 2]
q.popMiddle();    // return 4 -> [2]
q.popBack();      // return 2 -> []
q.popFront();     // return -1 -> [] (The queue is empty)

Constraints:

1 <= val <= 10⁹
At most 1000 calls will be made to pushFront, pushMiddle, pushBack, popFront, popMiddle, and popBack.

Solutions

Solution 1: Two Deques

We use two deques, where $q_1$ stores the first half, and $q_2$ stores the second half. The rebalance function is used to maintain the balance between the two queues, i.e., keeping the length of $q_2$ greater than or equal to the length of $q_1$, and the difference in length does not exceed $1$.

In the pushFront, pushMiddle, and pushBack functions, we only need to add elements to $q_1$ or $q_2$, and call the rebalance function.

For the popFront function, we need to check whether $q_1$ and $q_2$ are empty. If both are empty, return $-1$. Otherwise, we need to check whether $q_1$ is empty. If not, pop the front element of $q_1$, otherwise pop the front element of $q_2$, and call the rebalance function.

For the popMiddle function, we need to check whether $q_1$ and $q_2$ are empty. If both are empty, return $-1$. Otherwise, we need to check whether the lengths of $q_1$ and $q_2$ are equal. If they are equal, pop the last element of $q_1$, otherwise pop the front element of $q_2$, and call the rebalance function.

For the popBack function, we only need to check whether $q_2$ is empty. If it is empty, return $-1$. Otherwise, pop the last element of $q_2$, and call the rebalance function.

The time complexity of the above operations is $O(1)$, and the space complexity is $O(n)$, where $n$ is the number of elements in the queue.

Python Code

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
class FrontMiddleBackQueue:
    def __init__(self):
        self.q1 = deque()
        self.q2 = deque()

    def pushFront(self, val: int) -> None:
        self.q1.appendleft(val)
        self.rebalance()

    def pushMiddle(self, val: int) -> None:
        self.q1.append(val)
        self.rebalance()

    def pushBack(self, val: int) -> None:
        self.q2.append(val)
        self.rebalance()

    def popFront(self) -> int:
        if not self.q1 and not self.q2:
            return -1
        if self.q1:
            val = self.q1.popleft()
        else:
            val = self.q2.popleft()
        self.rebalance()
        return val

    def popMiddle(self) -> int:
        if not self.q1 and not self.q2:
            return -1
        if len(self.q1) == len(self.q2):
            val = self.q1.pop()
        else:
            val = self.q2.popleft()
        self.rebalance()
        return val

    def popBack(self) -> int:
        if not self.q2:
            return -1
        val = self.q2.pop()
        self.rebalance()
        return val

    def rebalance(self):
        if len(self.q1) > len(self.q2):
            self.q2.appendleft(self.q1.pop())
        if len(self.q2) > len(self.q1) + 1:
            self.q1.append(self.q2.popleft())


# Your FrontMiddleBackQueue object will be instantiated and called as such:
# obj = FrontMiddleBackQueue()
# obj.pushFront(val)
# obj.pushMiddle(val)
# obj.pushBack(val)
# param_4 = obj.popFront()
# param_5 = obj.popMiddle()
# param_6 = obj.popBack()

Java Code

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
class FrontMiddleBackQueue {
    private Deque<Integer> q1 = new ArrayDeque<>();
    private Deque<Integer> q2 = new ArrayDeque<>();

    public FrontMiddleBackQueue() {
    }

    public void pushFront(int val) {
        q1.offerFirst(val);
        rebalance();
    }

    public void pushMiddle(int val) {
        q1.offerLast(val);
        rebalance();
    }

    public void pushBack(int val) {
        q2.offerLast(val);
        rebalance();
    }

    public int popFront() {
        if (q1.isEmpty() && q2.isEmpty()) {
            return -1;
        }
        int val = q1.isEmpty() ? q2.pollFirst() : q1.pollFirst();
        rebalance();
        return val;
    }

    public int popMiddle() {
        if (q1.isEmpty() && q2.isEmpty()) {
            return -1;
        }
        int val = q1.size() == q2.size() ? q1.pollLast() : q2.pollFirst();
        rebalance();
        return val;
    }

    public int popBack() {
        if (q2.isEmpty()) {
            return -1;
        }
        int val = q2.pollLast();
        rebalance();
        return val;
    }

    private void rebalance() {
        if (q1.size() > q2.size()) {
            q2.offerFirst(q1.pollLast());
        }
        if (q2.size() > q1.size() + 1) {
            q1.offerLast(q2.pollFirst());
        }
    }
}

/**
 * Your FrontMiddleBackQueue object will be instantiated and called as such:
 * FrontMiddleBackQueue obj = new FrontMiddleBackQueue();
 * obj.pushFront(val);
 * obj.pushMiddle(val);
 * obj.pushBack(val);
 * int param_4 = obj.popFront();
 * int param_5 = obj.popMiddle();
 * int param_6 = obj.popBack();
 */

C++ Code

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
class FrontMiddleBackQueue {
public:
    FrontMiddleBackQueue() {
    }

    void pushFront(int val) {
        q1.push_front(val);
        rebalance();
    }

    void pushMiddle(int val) {
        q1.push_back(val);
        rebalance();
    }

    void pushBack(int val) {
        q2.push_back(val);
        rebalance();
    }

    int popFront() {
        if (q1.empty() && q2.empty()) return -1;
        int val = 0;
        if (q1.size()) {
            val = q1.front();
            q1.pop_front();
        } else {
            val = q2.front();
            q2.pop_front();
        }
        rebalance();
        return val;
    }

    int popMiddle() {
        if (q1.empty() && q2.empty()) return -1;
        int val = 0;
        if (q1.size() == q2.size()) {
            val = q1.back();
            q1.pop_back();
        } else {
            val = q2.front();
            q2.pop_front();
        }
        rebalance();
        return val;
    }

    int popBack() {
        if (q2.empty()) return -1;
        int val = q2.back();
        q2.pop_back();
        rebalance();
        return val;
    }

private:
    deque<int> q1;
    deque<int> q2;

    void rebalance() {
        if (q1.size() > q2.size()) {
            q2.push_front(q1.back());
            q1.pop_back();
        }
        if (q2.size() > q1.size() + 1) {
            q1.push_back(q2.front());
            q2.pop_front();
        }
    }
};

/**
 * Your FrontMiddleBackQueue object will be instantiated and called as such:
 * FrontMiddleBackQueue* obj = new FrontMiddleBackQueue();
 * obj->pushFront(val);
 * obj->pushMiddle(val);
 * obj->pushBack(val);
 * int param_4 = obj->popFront();
 * int param_5 = obj->popMiddle();
 * int param_6 = obj->popBack();
 */

Go Code

  1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
type FrontMiddleBackQueue struct {
	q1, q2 Deque
}

func Constructor() FrontMiddleBackQueue {
	return FrontMiddleBackQueue{}
}

func (this *FrontMiddleBackQueue) PushFront(val int) {
	this.q1.PushFront(val)
	this.rebalance()
}

func (this *FrontMiddleBackQueue) PushMiddle(val int) {
	this.q1.PushBack(val)
	this.rebalance()
}

func (this *FrontMiddleBackQueue) PushBack(val int) {
	this.q2.PushBack(val)
	this.rebalance()
}

func (this *FrontMiddleBackQueue) PopFront() int {
	if this.q1.Empty() && this.q2.Empty() {
		return -1
	}
	var val int
	if !this.q1.Empty() {
		val = this.q1.PopFront()
	} else {
		val = this.q2.PopFront()
	}
	this.rebalance()
	return val
}

func (this *FrontMiddleBackQueue) PopMiddle() int {
	if this.q1.Empty() && this.q2.Empty() {
		return -1
	}
	var val int
	if this.q1.Size() == this.q2.Size() {
		val = this.q1.PopBack()
	} else {
		val = this.q2.PopFront()
	}
	this.rebalance()
	return val
}

func (this *FrontMiddleBackQueue) PopBack() int {
	if this.q2.Empty() {
		return -1
	}
	val := this.q2.PopBack()
	this.rebalance()
	return val
}

func (this *FrontMiddleBackQueue) rebalance() {
	if this.q1.Size() > this.q2.Size() {
		this.q2.PushFront(this.q1.PopBack())
	}
	if this.q2.Size() > this.q1.Size()+1 {
		this.q1.PushBack(this.q2.PopFront())
	}
}

// template
type Deque struct{ l, r []int }

func (q Deque) Empty() bool {
	return len(q.l) == 0 && len(q.r) == 0
}

func (q Deque) Size() int {
	return len(q.l) + len(q.r)
}

func (q *Deque) PushFront(v int) {
	q.l = append(q.l, v)
}

func (q *Deque) PushBack(v int) {
	q.r = append(q.r, v)
}

func (q *Deque) PopFront() (v int) {
	if len(q.l) > 0 {
		q.l, v = q.l[:len(q.l)-1], q.l[len(q.l)-1]
	} else {
		v, q.r = q.r[0], q.r[1:]
	}
	return
}

func (q *Deque) PopBack() (v int) {
	if len(q.r) > 0 {
		q.r, v = q.r[:len(q.r)-1], q.r[len(q.r)-1]
	} else {
		v, q.l = q.l[0], q.l[1:]
	}
	return
}

func (q Deque) Front() int {
	if len(q.l) > 0 {
		return q.l[len(q.l)-1]
	}
	return q.r[0]
}

func (q Deque) Back() int {
	if len(q.r) > 0 {
		return q.r[len(q.r)-1]
	}
	return q.l[0]
}

func (q Deque) Get(i int) int {
	if i < len(q.l) {
		return q.l[len(q.l)-1-i]
	}
	return q.r[i-len(q.l)]
}

/**
 * Your FrontMiddleBackQueue object will be instantiated and called as such:
 * obj := Constructor();
 * obj.PushFront(val);
 * obj.PushMiddle(val);
 * obj.PushBack(val);
 * param_4 := obj.PopFront();
 * param_5 := obj.PopMiddle();
 * param_6 := obj.PopBack();
 */

TypeScript Code

  1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
class FrontMiddleBackQueue {
    private q1: Deque<number>;
    private q2: Deque<number>;

    constructor() {
        this.q1 = new Deque<number>();
        this.q2 = new Deque<number>();
    }

    pushFront(val: number): void {
        this.q1.pushFront(val);
        this.rebalance();
    }

    pushMiddle(val: number): void {
        this.q1.pushBack(val);
        this.rebalance();
    }

    pushBack(val: number): void {
        this.q2.pushBack(val);
        this.rebalance();
    }

    popFront(): number {
        if (this.q1.isEmpty() && this.q2.isEmpty()) {
            return -1;
        }
        const val = this.q1.isEmpty() ? this.q2.popFront() : this.q1.popFront();
        this.rebalance();
        return val!;
    }

    popMiddle(): number {
        if (this.q1.isEmpty() && this.q2.isEmpty()) {
            return -1;
        }
        const val =
            this.q1.getSize() === this.q2.getSize() ? this.q1.popBack() : this.q2.popFront();
        this.rebalance();
        return val!;
    }

    popBack(): number {
        if (this.q2.isEmpty()) {
            return -1;
        }
        const val = this.q2.popBack();
        this.rebalance();
        return val!;
    }

    private rebalance(): void {
        if (this.q1.getSize() > this.q2.getSize()) {
            this.q2.pushFront(this.q1.popBack()!);
        }
        if (this.q2.getSize() > this.q1.getSize() + 1) {
            this.q1.pushBack(this.q2.popFront()!);
        }
    }
}

class Node<T> {
    value: T;
    next: Node<T> | null;
    prev: Node<T> | null;

    constructor(value: T) {
        this.value = value;
        this.next = null;
        this.prev = null;
    }
}

class Deque<T> {
    private front: Node<T> | null;
    private back: Node<T> | null;
    private size: number;

    constructor() {
        this.front = null;
        this.back = null;
        this.size = 0;
    }

    pushFront(val: T): void {
        const newNode = new Node(val);
        if (this.isEmpty()) {
            this.front = newNode;
            this.back = newNode;
        } else {
            newNode.next = this.front;
            this.front!.prev = newNode;
            this.front = newNode;
        }
        this.size++;
    }

    pushBack(val: T): void {
        const newNode = new Node(val);
        if (this.isEmpty()) {
            this.front = newNode;
            this.back = newNode;
        } else {
            newNode.prev = this.back;
            this.back!.next = newNode;
            this.back = newNode;
        }
        this.size++;
    }

    popFront(): T | undefined {
        if (this.isEmpty()) {
            return undefined;
        }
        const value = this.front!.value;
        this.front = this.front!.next;
        if (this.front !== null) {
            this.front.prev = null;
        } else {
            this.back = null;
        }
        this.size--;
        return value;
    }

    popBack(): T | undefined {
        if (this.isEmpty()) {
            return undefined;
        }
        const value = this.back!.value;
        this.back = this.back!.prev;
        if (this.back !== null) {
            this.back.next = null;
        } else {
            this.front = null;
        }
        this.size--;
        return value;
    }

    frontValue(): T | undefined {
        return this.front?.value;
    }

    backValue(): T | undefined {
        return this.back?.value;
    }

    getSize(): number {
        return this.size;
    }

    isEmpty(): boolean {
        return this.size === 0;
    }
}

/**
 * Your FrontMiddleBackQueue object will be instantiated and called as such:
 * var obj = new FrontMiddleBackQueue()
 * obj.pushFront(val)
 * obj.pushMiddle(val)
 * obj.pushBack(val)
 * var param_4 = obj.popFront()
 * var param_5 = obj.popMiddle()
 * var param_6 = obj.popBack()
 */

JavaScript Code

  1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
class FrontMiddleBackQueue {
    constructor() {
        this.q1 = new Deque();
        this.q2 = new Deque();
    }

    pushFront(val) {
        this.q1.pushFront(val);
        this.rebalance();
    }

    pushMiddle(val) {
        this.q1.pushBack(val);
        this.rebalance();
    }

    pushBack(val) {
        this.q2.pushBack(val);
        this.rebalance();
    }

    popFront() {
        if (this.q1.isEmpty() && this.q2.isEmpty()) {
            return -1;
        }
        const val = this.q1.isEmpty() ? this.q2.popFront() : this.q1.popFront();
        this.rebalance();
        return val !== undefined ? val : -1;
    }

    popMiddle() {
        if (this.q1.isEmpty() && this.q2.isEmpty()) {
            return -1;
        }
        const val =
            this.q1.getSize() === this.q2.getSize() ? this.q1.popBack() : this.q2.popFront();
        this.rebalance();
        return val !== undefined ? val : -1;
    }

    popBack() {
        if (this.q2.isEmpty()) {
            return -1;
        }
        const val = this.q2.popBack();
        this.rebalance();
        return val !== undefined ? val : -1;
    }

    rebalance() {
        if (this.q1.getSize() > this.q2.getSize()) {
            this.q2.pushFront(this.q1.popBack());
        }
        if (this.q2.getSize() > this.q1.getSize() + 1) {
            this.q1.pushBack(this.q2.popFront());
        }
    }
}

class Node {
    constructor(value) {
        this.value = value;
        this.next = null;
        this.prev = null;
    }
}

class Deque {
    constructor() {
        this.front = null;
        this.back = null;
        this.size = 0;
    }

    pushFront(val) {
        const newNode = new Node(val);
        if (this.isEmpty()) {
            this.front = newNode;
            this.back = newNode;
        } else {
            newNode.next = this.front;
            this.front.prev = newNode;
            this.front = newNode;
        }
        this.size++;
    }

    pushBack(val) {
        const newNode = new Node(val);
        if (this.isEmpty()) {
            this.front = newNode;
            this.back = newNode;
        } else {
            newNode.prev = this.back;
            this.back.next = newNode;
            this.back = newNode;
        }
        this.size++;
    }

    popFront() {
        if (this.isEmpty()) {
            return undefined;
        }
        const value = this.front.value;
        this.front = this.front.next;
        if (this.front !== null) {
            this.front.prev = null;
        } else {
            this.back = null;
        }
        this.size--;
        return value;
    }

    popBack() {
        if (this.isEmpty()) {
            return undefined;
        }
        const value = this.back.value;
        this.back = this.back.prev;
        if (this.back !== null) {
            this.back.next = null;
        } else {
            this.front = null;
        }
        this.size--;
        return value;
    }

    frontValue() {
        return this.front?.value;
    }

    backValue() {
        return this.back?.value;
    }

    getSize() {
        return this.size;
    }

    isEmpty() {
        return this.size === 0;
    }
}

/**
 * Your FrontMiddleBackQueue object will be instantiated and called as such:
 * var obj = new FrontMiddleBackQueue()
 * obj.pushFront(val)
 * obj.pushMiddle(val)
 * obj.pushBack(val)
 * var param_4 = obj.popFront()
 * var param_5 = obj.popMiddle()
 * var param_6 = obj.popBack()
 */

1670. Design Front Middle Back Queue#

Description#

Solutions#

Solution 1: Two Deques#

1670. Design Front Middle Back Queue

Description

Solutions

Solution 1: Two Deques