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7/29 Python **sample

ํŒŒ์ด์ฌ์—์„œ๋Š” C, C++๊ณผ ๋‹ฌ๋ฆฌ ํฌ์ธํ„ฐ๋ผ๋Š” ๊ฐœ๋…์ด ์—†์Šต๋‹ˆ๋‹ค.

  • ์—ฐ๊ฒฐ๋ฆฌ์ŠคํŠธ๋Š” ์ž์‹ ์˜ ๋…ธ๋“œ์—์„œ ๋‹ค์Œ์˜ ๋…ธ๋“œ๋งŒ์„ ๊ฐ€๋ฆฌํ‚ฌ ์ˆ˜ ์žˆ๋Š” ํ˜•ํƒœ๋ฅผ ๊ฐ€์ง€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

  • ์—ฐ๊ฒฐ๋ฆฌ์ŠคํŠธ์˜ ํŠน์ง•์€ ํ”„๋กœ๊ทธ๋žจ์ด ์‹คํ–‰๋˜๋Š” ์ค‘๊ฐ„์— ํฌ๊ธฐ๋ฅผ ๋ฐ”๊ฟ€ ์ˆ˜ ์žˆ๊ณ  ์—ฐ์†๋œ ๋ฉ”๋ชจ๋ฆฌ๋ฅผ ์‚ฌ์šฉํ•˜์ง€ ์•Š๋Š” ๋‹ค๋Š” ์ ์ด๋‹ค.

์—ฐ๊ฒฐ๋ฆฌ์ŠคํŠธ์˜ ๋…ธ๋“œ

class Node:
    def __init__(self,data,next=None):
        self.data=data
        self.next=next
  • ์—ฐ๊ฒฐ๋ฆฌ์ŠคํŠธ ๋…ธ๋“œ๋Š” ์ •๋ณด๋ฅผ ์ €์žฅํ•˜๋Š” data์™€ ๋‹ค์Œ ๋…ธ๋“œ๋ฅผ ์—ฐ๊ฒฐํ•˜๋Š” ๋งํฌ๋ฅผ ์ €์žฅํ•˜๋Š” next๋กœ ๊ตฌ์„ฑ ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

์—ฐ๊ฒฐ๋ฆฌ์ŠคํŠธ ์ดˆ๊ธฐํ™”

image

def init_list():
    global node_A
    node_A=Node("A")
    node_B=Node("B")
    node_A.next=node_B

์—ฐ๊ฒฐ๋ฆฌ์ŠคํŠธ ์ถœ๋ ฅ

class Node:
    def __init__(self,data,next=None):
        self.data=data
        self.next=next

def init_list():
    global node_A
    node_A=Node("A")
    node_B=Node("B")
    node_A.next=node_B

def print_list():
    global node_A
    node=node_A
    while node:
        print(node.data)
        node=node.next
    print

if __name__=='__main__':
    init_list()
    print_list()

image

[๋ฐฑ์ค€ 2751] ์ •๋ ฌ_๋ฒ„๋ธ”์ •๋ ฌ,๋ณ‘ํ•ฉ์ •๋ ฌ(์žฌ์‹œ๋„)

4
๋ฒ„๋ธ”์ •๋ ฌ๋กœ ๋„์ „
=> ๋ฒ„๋ธ” ์ •๋ ฌ์€ ์ตœ์„  ํ‰๊ท  ์ตœ์•…์˜ ์‹œ๊ฐ„ ๋ณต์žก๋„๊ฐ€ ๋ชจ๋‘ O(N^2)์ธ ์ •๋ ฌ ๋ฐฉ๋ฒ•์ด๊ธฐ ๋•Œ๋ฌธ์— ์‹ค์šฉ์ ์ด์ง€ ์•Š์Œ
==> ๋Ÿฐํƒ€์ž„์—๋Ÿฌ

3
O(N lg N)์ธ ์ •๋ ฌ์—๋Š” ๋ณ‘ํ•ฉ์ •๋ ฌ, ํ€ต์ •๋ ฌ ๋“ฑ์ด ์žˆ๋Š”๋ฐ, ๋ณ‘ํ•ฉ์ •๋ ฌ๋กœ ๋„์ „
=> ๋Ÿฐํƒ€์ž„ ์—๋Ÿฌ (๋ญ๊ฐ€ ์—๋Ÿฌ์ธ์ง€ ๋‹ค์‹œ ํ•ด๋ด์•ผํ•จ)

5

[20190811]์šฐ์„ ์ˆœ์œ„ ํ

๋ธ”๋กœ๊ทธ ์ฐธ์กฐ


์šฐ์„ ์ˆœ์œ„ ํ๋ž€?

์šฐ์„ ์ˆœ์œ„๋กœ ์ •๋ ฌ๋œ ์ž๋ฃŒ๊ตฌ์กฐ ํ˜•ํƒœ


๊ตฌํ˜„ ๋ฐฉ์‹

๋ฐฐ์—ด, ์—ฐ๊ฒฐ๋ฆฌ์ŠคํŠธ, ํž™ ์œผ๋กœ ๊ตฌํ˜„ํ•˜๋ฉฐ, ์ฃผ๋กœ ํž™์„ ์ด์šฉํ•œ๋‹ค

ํž™

์™„์ „ ์ด์ง„ํŠธ๋ฆฌ์˜ ์ผ์ข…์œผ๋กœ ์ตœ๋Œ€ํž™, ์ตœ์†Œํž™ ๋‘ ์ข…๋ฅ˜๊ฐ€ ์žˆ๋‹ค
๋ฐ˜์ •๋ ฌ ์ƒํƒœ ๋ฅผ ์œ ์ง€ํ•˜๋Š” ๊ฒƒ์ด ํŠน์ง•์ด๋ฉฐ ์ฃผ๋กœ ๋ฐฐ์—ด๋กœ ๊ตฌํ˜„ํ•œ๋‹ค

[๋ฐฑ์ค€ 10866] ๋ฑ

๋ฑ(Deque) ์ด๋ž€?

  • ํ 2๊ฐœ๋ฅผ ๋ฐ˜๋Œ€๋กœ ๋ถ™์—ฌ์„œ ๋งŒ๋“  ์ž๋ฃŒ๊ตฌ์กฐ
  • ์Šคํƒ๊ณผ ํ์˜ ํŠน์„ฑ์„ ๋ชจ๋‘ ๊ฐ€์ง€๊ณ  ์žˆ๋Š” ์ž๋ฃŒ๊ตฌ์กฐ
  • ์Šคํƒ์œผ๋กœ ์‚ฌ์šฉํ•  ์ˆ˜๋„ ์žˆ๊ณ , ํ๋กœ๋„ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Œ

image

๋ฑ์˜ ๊ตฌํ˜„

  • ์–‘์ชฝ ๋์—์„œ ์‚ฝ์ž…/์‚ญ์ œ ์—ฐ์‚ฐ์„ ์ˆ˜ํ–‰ํ•˜๋ฉด์„œ ํฌ๊ธฐ ๋ณ€ํ™”์™€ ์ €์žฅ๋œ ์›์†Œ์˜ ์ˆœ์„œ ๋ณ€ํ™”๊ฐ€ ๋งŽ์œผ๋ฏ€๋กœ ์ˆœ์ฐจ ์ž๋ฃŒ๊ตฌ์กฐ๋Š” ๋น„ํšจ์œจ์ 
  • ์–‘๋ฐฉํ–ฅ์œผ๋กœ ์—ฐ์‚ฐ์ด ๊ฐ€๋Šฅํ•œ ์ด์ค‘ ์—ฐ๊ฒฐ ๋ฆฌ์ŠคํŠธ๋ฅผ ์‚ฌ์šฉํ•œ๋‹ค.

image

C ์ฝ”๋“œ

`
#include<stdio.h>
#include<stdlib.h>
#include<string.h>
#pragma warning(disable:4996)

typedef struct node {
int elem;
struct node* rlink;
struct node* llink;
}node;//์ด์ค‘ ์—ฐ๊ฒฐ ๋ฆฌ์ŠคํŠธ์˜ ๋…ธ๋“œ ๊ตฌ์กฐ

typedef struct deque {
struct node* front;
struct node* back;
}deque;//๋ฑ์˜ ๊ตฌ์กฐ

void push_front(deque *x, int n);
void push_back(deque *x, int n);
int pop_front(deque *x);
int pop_back(deque *x);
void size(deque *x);

void main() {
int n, i;
int m, ans;
char name[20] = { '\0' };
char *str;
deque x;
x = (deque
)malloc(sizeof(deque));
x->front = NULL;
x->back = NULL;//์ดˆ๊ธฐํ™”
scanf("%d", &n);

for (i = 0; i < n; i++) {
	getchar();
	scanf("%s", name);
	str = (char*)malloc(sizeof(char)*strlen(name) + 1);
	strcpy(str, name);

	if (strcmp(str, "push_front") == 0) {
		scanf("%d", &m);
		push_front(x, m);
	}

	if (strcmp(str, "push_back") == 0) {
		scanf("%d", &m);
		push_back(x, m);
	}

	if (strcmp(str, "pop_front") == 0) {
		ans = pop_front(x);
		if (ans == 0) {
			printf("-1\n");
		}
		else printf("%d\n", ans);
	}

	if (strcmp(str, "pop_back") == 0) {
		ans = pop_back(x);
		if (ans == 0) {
			printf("-1\n");
		}
		else printf("%d\n", ans);
	}

	if (strcmp(str, "size") == 0) {
		size(x);
	}

	if (strcmp(str, "empty") == 0) {
		if (x->front == NULL && x->back == NULL) { printf("1\n"); }
		else { printf("0\n"); }
	}

	if (strcmp(str, "front") == 0) {
		if (x->front == NULL && x->back == NULL) { printf("-1\n"); }
		else { printf("%d\n", x->front->elem); }
	}

	if (strcmp(str, "back") == 0) {
		if (x->front == NULL && x->back == NULL) { printf("-1\n"); }
		else { printf("%d\n", x->back->elem); }
	}
}//for๋ฌธ

}

void push_front(deque *x, int n) {
node newnode;
newnode = (node
)malloc(sizeof(node));
newnode->elem = n;
newnode->rlink = NULL;
newnode->llink = NULL;

if (x->front == NULL && x->back == NULL) {
	x->front = newnode;
	x->back = newnode;
}//์ฒซ ๋ฒˆ์งธ ์›์†Œ์˜ ์‚ฝ์ž…
else {
	x->front->llink = newnode;
	newnode->rlink = x->front;
	x->front = newnode;
}

}

void push_back(deque *x, int n) {
node newnode;
newnode = (node
)malloc(sizeof(node));
newnode->elem = n;
newnode->rlink = NULL;
newnode->llink = NULL;

if (x->front == NULL&& x->back == NULL) {
	x->front = newnode;
	x->back = newnode;
}//์ฒซ ๋ฒˆ์งธ ์›์†Œ์˜ ์‚ฝ์ž…

else {
	x->back->rlink = newnode;
	newnode->llink = x->back;
	x->back = newnode;
}

}

int pop_front(deque *x) {//์‚ญ์ œ ํ›„์— ๊ณต๋ฐฑ์ด ๋˜๋Š” ๊ฒฝ์šฐ๋„ ์ƒ๊ฐ
int ans;

if (x->front == NULL&& x->back == NULL) {
	ans = 0;
}//์• ์ดˆ์— ๊ณต๋ฐฑ
else {
	ans = x->front->elem;
	if (x->front == x->back) {
		x->front = NULL;
		x->back = NULL;
	}//์›์†Œ๊ฐ€ ํ•œ ๊ฐœ ๋ฐ–์— ์•ˆ๋‚จ์•˜์„ ๋•Œ ์‚ญ์ œ ํ›„ ์ดˆ๊ธฐํ™”

	else {
		x->front = x->front->rlink;
		x->front->llink = NULL;
	}
}
return ans;

}

int pop_back(deque *x) {
int ans;

if (x->front == NULL&& x->back == NULL) {
	ans = 0;
}//๊ณต๋ฐฑ
else {
	ans = x->back->elem;
	if (x->front == x->back) {
		x->front = NULL;
		x->back = NULL;
	}//์›์†Œ๊ฐ€ ํ•œ ๊ฐœ ๋ฐ–์— ์•ˆ๋‚จ์•˜์„ ๋•Œ ์‚ญ์ œ ํ›„ ์ดˆ๊ธฐํ™”

	else {
		x->back = x->back->llink;
		x->back->rlink = NULL;
	}

}
return ans;

}

void size(deque *x) {
node *p;
int cnt = 0;
p = x->front;

while (p != NULL) {
	cnt++;
	p = p->rlink;
}
printf("%d\n", cnt);

}
`

๋Ÿฐํƒ€์ž„์—๋Ÿฌ๊ฐ€ ๋œจ๋Š”๋ฐ ์ด์œ ๋ฅผ ์•Œ ์ˆ˜๊ฐ€ ์—†๋‹ค ,,,,,,,,

image

[๋ฐฑ์ค€ 11279] ์ตœ๋Œ€ํž™

image

ํž™๊ณผ ์ด์ง„ํƒ์ƒ‰ํŠธ๋ฆฌ

  • ๊ณตํ†ต์ : ์ด์ง„ํŠธ๋ฆฌ
  • ์ฐจ์ด์ :
  • ํž™: ์ž์‹(์™ผ์ชฝ,์˜ค๋ฅธ์ชฝ)๋…ธ๋“œ < ๋…ธ๋“œ(๋ถ€๋ชจ) => ์šฐ์„ ์ˆœ์œ„ ์ •๋ ฌ์— ์ข‹์Œ.
  • ์ด์ง„ํƒ์ƒ‰ํŠธ๋ฆฌ: ์™ผ์ชฝ ์ž์‹๋…ธ๋“œ<๋ถ€๋ชจ๋…ธ๋“œ<์˜ค๋ฅธ์ชฝ ์ž์‹๋…ธ๋“œ => ํƒ์ƒ‰์— ์ข‹์Œ.

heapify=ํž™ ์„ฑ์งˆ์„ ๋งŒ์กฑํ•˜๋Š” ์—ฐ์‚ฐ

  • ์ผ๋ฐ˜์ ์œผ๋กœ ์ด์ง„ํŠธ๋ฆฌ ๋†’์ด์˜ ์‹œ๊ฐ„๋ณต์žก๋„๋Š” log 2 n -> ์™œ์ธ์ง€๋ชจ๋ฆ„ ๋ชป์ฐพ์Œ ใ… ใ… ใ… ใ… ใ… 
    ๊ฐ’์„ ๋ฐ”๊พธ๊ฑฐ๋‚˜ ๋น„๊ตํ•˜๋Š” ์—ฐ์‚ฐ์€ O(1)์ด๋ฏ€๋กœ heapify์˜ ๊ณ„์‚ฐ๋ณต์žก๋„๋Š” ํŠธ๋ฆฌ ๋†’์ด์— ์˜์กด์ ์ด๋‹ค. ๋”ฐ๋ผ์„œ O(log n) ์ด๋‹ค.

Python์ฝ”๋“œ

def heapify(unsorted,index,heap_size):
    largest=index #๋ฐฐ์—ด์˜ ์ธ๋ฑ์Šค!! (๋ฐฐ์—ด๊ฐ’์ด ์•„๋‹˜)
    left_index=2*index+1
    right_index=2*index+2

    if left_index<heap_size and unsorted[left_index]>unsorted[largest]: # ์ƒˆ๋กœ ๋“ค์–ด์˜จ index๊ฐ€ left index๋ณด๋‹ค ์ž‘์œผ๋ฉด,
        largest=left_index # left index๋ฅผ ์ตœ๋Œ€๊ฐ’ ์ธ๋ฑ์Šค๋กœ ์„ค์ •ํ•ด์ค€๋‹ค!
    if right_index<heap_size and unsorted[right_index]>unsorted[largest]:
        largest=right_index
    if largest!=index:
        unsorted[largest],unsorted[index]=unsorted[index],unsorted[largest] # largest๊ฐ€ ์•ž์˜ ๋‘ if๋ฌธ์— ์˜ํ•ด index์™€ ๋‹ค๋ฅธ ๊ฒฝ์šฐ unsorted[index]์™€ unsorted[largest]๋ฅผ(->๋ฐฐ์—ด๊ฐ’) ๋ฐ”๊ฟ”์ค€๋‹ค.
        heapify(unsorted,largest,heap_size) # ๊ทธ๋ฆฌ๊ณ  ์žฌ๊ท€๋กœ ๋ฐ˜๋ณต~~!!

def heap_sort(unsorted):
    n=len(unsorted)
    for i in range(n//2-1,-1,-1): # ํŒŒ์ด์ฌ์—์„œ // ์—ฐ์‚ฐ์ž๋Š” ๋‚˜๋ˆ„๊ณ  ๋ชซ! ๋งŒ ์•Œ๋ ค์ค๋‹ˆ๋‹ค(์ž์—ฐ์ˆ˜)
                                  # ์š”๊ณ ๋Š” n=13์ผ๋•Œ 6(13//2)๋ถ€ํ„ฐ 0(-1)๊นŒ์ง€ ๊ฑฐ๊พธ๋กœ(-1) ๋Œ์•„๊ฐ‘๋‹ˆ๋‹ค.
        heapify(unsorted,i,n)

    ##์—ฌ๊ธฐ ๋ถ€๋ถ„์„ ๋Œ๋ฆฌ๊ฒŒ ๋˜๋ฉด heap sort๊ฐ€ ๋ฉ๋‹ˆ๋‹ค ! ํ•˜์ง€๋งŒ ์ด ๋ฌธ์ œ๋Š” heap "sort"๊ฐ€ ์•„๋‹ˆ๋ฏ€๋กœ ์ง€์› ์Œ!
    #for i in range(n-1,0,-1):
        #unsorted[0],unsorted[i]=unsorted[i],unsorted[0]
        #heapify(unsorted,0,i)
    return unsorted

unsorted=[]
n=int(input())
for i in range(n):
    a=int(input())
    if a==0: # 0์„ ์ž…๋ ฅ๋ฐ›์•˜์„๋•Œ unsorted๋ฐฐ์—ด์ด ๋น„์–ด์žˆ์œผ๋ฉด 0์„ ์ถœ๋ ฅํ•˜๊ณ  ๊ทธ๋ ‡์ง€ ์•Š์œผ๋ฉด ๋ฃจํŠธ๋…ธ๋“œ(์ตœ๋Œ€๊ฐ’)๋ฅผ ์ถœ๋ ฅํ•˜๊ณ  ์ง€์›Œ์ค๋‹ˆ๋‹ค.
        if len(unsorted)==0:
            print(0)
        else:
            heap_sort(unsorted)
            print(unsorted[0])
            del unsorted[0] ## ์ตœ๋Œ€ํž™ ์ด๋ฏ€๋กœ ๋ฃจํŠธ๋…ธ๋“œ๋ฅผ ์ง€์›Œ์ค๋‹ˆ๋‹ค!

    else:
        unsorted.append(a) # 0์ด ์•„๋‹ˆ๋ฉด unsorted๋ฐฐ์—ด์— ์ฐจ๊ณก์ฐจ๊ณก ๋„ฃ์–ด์ค๋‹ˆ๋‹ค.

๋ฌธ์ œ๋Š” ์‹œ๊ฐ„์ดˆ๊ณผ ๋œธ^^
image

[๋ฐฑ์ค€ 2750] ์ •๋ ฌ _ ์‚ฝ์ž…์ •๋ ฌ

  • ์‹œ๊ฐ„ ๋ณต์žก๋„๊ฐ€ n ์ œ๊ณฑ์ธ ์ •๋ ฌ(ex. ๋ฒ„๋ธ”์ •๋ ฌ, ์‚ฝ์ž…์ •๋ ฌ)์„ ์ด์šฉํ•˜์—ฌ ํ‘ธ๋Š” ๋ฌธ์ œ

์‚ฝ์ž…์ •๋ ฌ์ด๋ž€?

image

  • ์ •๋ ฌ๋œ ๋ถ€๋ถ„(S)๊ณผ ์•„์ง ์ •๋ ฌ๋˜์ง€ ์•Š์€ ๋ถ€๋ถ„(U)์—์„œ ๋ฐฐ์—ด์ด ๋‹ค์‹œ ๊ตฌ์„ฑ๋œ๋‹ค๊ณ  ์ƒ๊ฐํ•˜๋ฉฐ ๋น„๊ต, ์‚ฝ์ž…์„ ๋ฐ˜๋ณตํ•œ๋‹ค

image

image

  • ์„ค๋ช…์„ ๋ณด๋ฉด ์‚ฝ์ž… ์ •๋ ฌ์ด ๋ฌด์—‡์„ ์˜๋ฏธํ•˜๋Š”์ง€๋Š” ์•Œ๊ฒ ๋Š”๋ฐ ์‹œ๊ฐ„ ๋ณต์žก๋„๋ฅผ ์•„์ง๋„ ์ž˜ ๋ชจ๋ฅด๊ฒ ๋‹ค ใ…œ

[๋ฐฑ์ค€2750] ์˜ค๋ฆ„์ฐจ์ˆœ ์ •๋ ฌ PYTHON

N=int(input())
order=[]

for i in range(N):
    order.append(int(input()))

tmp=0

for i in range(N):
    for j in range(N):
        if order[i]<order[j]:
            tmp=order[i]
            order[i]=order[j]
            order[j]=tmp

for i in range(N):
    print(order[i])

์ œ๊ฐ€ ์ด์šฉํ•œ ๋ฐฉ๋ฒ•์€ bubble sort์ž…๋‹ˆ๋‹ค.
์—ฐ์†๋œ ๋‘ ์ˆซ์ž๋ฅผ ๋น„๊ตํ•˜๊ณ  ํ•ด๋‹น ์กฐ๊ฑด๋ฌธ์„ ๊ฑฐ์ณ ์ˆœ์„œ๋ฅผ ๋ฐ”๊พธ๋Š” ๋ฐฉ๋ฒ•์ž…๋‹ˆ๋‹ค.
์ „์ฒด ๋น„๊ต๋ฅผ ์ง„ํ–‰ํ•˜๊ธฐ ๋•Œ๋ฌธ์—, ์‹œ๊ฐ„๋ณต์žก๋„๋Š” n์ œ๊ณฑ์ž…๋‹ˆ๋‹ค.

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[๊ณต์ง€]Milestones ์ด์šฉํ•ด ๋ณด๊ธฐ

์ด์Šˆ๋ฅผ ๋ณด๊ธฐ์ข‹๊ฒŒ ํ•˜๋ ค๊ณ  milestones์„ ์จ๋ณผ๊นŒ ํ•˜๋Š”๋ฐ์šฉ milestones์ด๋ž€ issue๋ฅผ ์ฃผ์ œ๋ณ„๋กœ ๋ฌถ๊ธฐ์œ„ํ•ด ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค!
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๋ฐฉ๋ฒ•

1. ์ด์Šˆ์ฐฝ์—์„œ milestones ๋ฒ„ํŠผ์„ ๋ˆ„๋ฅธ๋‹ค

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2. ์ ์ ˆํ•œ milestones ์„ ์ฐพ๋Š”๋‹ค

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3. ํ•ด๋‹น milestone์— issue๋ฅผ ์ •๋ฆฌํ•œ๋‹ค

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ํ˜น์‹œ milestones ์„ ์ถ”๊ฐ€๋กœ ๋” ์•Œ๊ณ ์‹ถ๋‹ค๋ฉด ๋งํฌ ์ฐธ๊ณ ํ•ด ์ฃผ์‹œ๊ณ 

๋˜ ๊นƒํ—ˆ๋ธŒ ์ด์Šˆ๋Š” ๋งˆํฌ๋‹ค์šด ๋ฌธ๋ฒ•์„ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค! ์„ค๋ช… ๋งˆํฌ๋‹ค์šด ๋ฌธ๋ฒ• ์„ค๋ช… ๋งํฌ ์˜ฌ๋ ค๋“œ๋ฆด๊ป˜์š”

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