数据结构学习——链表

链表的概念及结构

概念:链表是一种物理存储结构上非连续、非顺序的存储结构,数据元素的逻辑顺序是通过链表 中的指针链接次序实现的

image-20240405105530504

链表的分类

实际中链表的结构非常多样,以下情况组合起来就有8种链表结构:

  1. 单向或者双向

  2. 带头或者不带头

    image-20240405111110714

  3. 循环或者非循环

    image-20240405111851471

虽然有这么多的链表的结构,但是我们实际中最常用还是两种脑结构:

image-20240405112653677

  1. 无头单向非循环链表:结构简单,一般不会单独用来存数据。实际中更多是作为其他数据结 构的子结构,如哈希桶、图的邻接表等等。另外这种结构在笔试面试中出现很多。
  2. 带头双向循环链表:结构最复杂,一般用在单独存储数据。实际中使用的链表数据结构,都是带头双向循环链表。另外这个结构虽然结构复杂,但是使用代码实现以后会发现结构会带 来很多优势,实现反而简单了,后面我们代码实现了就知道了。

单链表的实现

无头+单向+非循环链表增删查改实现

无头+单向+非循环链表增删查改实现代码:

#pragma once
#include<stdio.h>
#include<stdlib.h>
#include<assert.h>

typedef int SLNDataType;

typedef struct SListNode
{
	int val;
	struct SListNode* next;
}SLNode;

//打印
void SLTPrint(SLNode* phead);

//尾插
void SLTPushBack(SLNode** pphead, SLNDataType x);
//头插
void SLTPushFront(SLNode** pphead, SLNDataType x);

//尾删
void SLTPopBack(SLNode** pphead);
//头删
void SLTPopFront(SLNode** pphead);

SLNode* SLTFind(SLNode* phead, SLNDataType x);

// 在pos的前面插入
SLNode* SLTInsert(SLNode** pphead, SLNode* pos, SLNDataType x);

// 删除pos位置
void SLTErase(SLNode** pphead, SLNode* pos);

// 后面插入 后面删除
void SLTInsertAfter(SLNode* pos, SLNDataType x);
void SLTEraseAfter(SLNode* pos);

// 前面插入
void SLTInsertHead(SLNode* pos, SLNDataType x);

//销毁
void SLTDestroy(SLNode** pphead);

#define _CRT_SECURE_NO_WARNINGS
#include"SList.h"

void SLTPrint(SLNode* phead)
{
	SLNode* cur = phead;
	while (cur != NULL)
	{
		printf("%d ->", cur->val);
		cur = cur->next;
	}
	printf("NULL");
}

SLNode* CreateNode(SLNDataType x)
{
	SLNode* newnode = (SLNode*)malloc(sizeof(SLNode));
	if (newnode == NULL)
	{
		perror("malloc fail");
		exit(-1);
	}

	newnode->val = x;
	newnode->next  = NULL;
	return newnode;
}

void SLTPushBack(SLNode** pphead, SLNDataType x)
{
	SLNode* newnode = CreateNode(x);

	if (*pphead == NULL)
	{
		*pphead = newnode;
	}
	else
	{
		SLNode* tail = *pphead;
		while (tail->next != NULL)
		{
			tail = tail->next;
		}

		SLNode* newnode = CreateNode(x);
		tail->next = newnode;
	}
}


void SLTPushFront(SLNode** pphead, SLNDataType x)
{
	SLNode* newnode = CreateNode(x);
	newnode->next = *pphead;
	*pphead = newnode;
}

void SLTPopBack(SLNode** pphead)
{
	assert(*pphead);

	if ((*pphead)->next == NULL)
	{
		free(*pphead);
		*pphead = NULL;
	}

	else
	{
		//方法1:
		/*SLNode* tail = *pphead;
		while (tail->next->next != NULL)
		{
			tail = tail->next;
		}
		free(tail->next);
		tail->next = NULL;*/

		//方法2:
		SLNode* tail = *pphead;
		SLNode* prev = NULL;
		while (tail != NULL)
		{
			prev = tail;
			tail = tail->next;
		}
		free(tail);
		tail = NULL;
		prev->next = NULL;
	}
}

void SLTPopFront(SLNode** pphead)
{
	assert(*pphead);

	//方法1:
	/*SLNode* tmp = *pphead;
	*pphead = tmp->next;
	free(tmp);
	tmp = NULL;*/

	//方法2:
	/*SLNode* tmp = *pphead;
	*pphead = (*pphead)->next;
	free(tmp);*/

	//错误:
	//SLNode* tmp = *pphead;
	//free(tmp);
	//*pphead = (*pphead)->next;
	//这里先free(tmp)会导致*pphead后面存放的数据无法拿取,造成内存泄露

	//方法3:
	SLNode* tmp = (*pphead)->next;
	free(*pphead);
	*pphead = tmp;
}

SLNode* SLTFind(SLNode* phead, SLNDataType x)
{
	SLNode* cur = phead;
	while (cur)
	{
		if (cur->val == x)
		{
			return cur;
		}
		else
		{
			cur = cur->next;
		}
	}
	return NULL;
}


SLNode* SLTInsert(SLNode** pphead, SLNode* pos, SLNDataType x)
{
	assert(pphead);
	assert(*pphead);
	assert(pos);

	if (pos == *pphead)
	{
		//头插
		SLTPushFront(pphead, x);
	}
	else
	{
		SLNode* prev = *pphead;
		while (prev)
		{
			if (prev->next != pos)
			{
				prev = prev->next;
			}
			else
			{
				SLNode* newnode = CreateNode(x);
				newnode->next = pos;
				prev->next = newnode;
			}
		}
		while (prev->next != pos)
		{
			prev = prev->next;
		}

		SLNode* newnode = CreateNode(x);
		newnode->next = pos;
		prev->next = newnode;
	}
}


void SLTErase(SLNode** pphead, SLNode* pos)
{
	assert(pphead);
	assert(*pphead);//不允许链表为空
	assert(pos);//pos必需为有效节点

	if (*pphead == pos)
	{
		SLTPopFront(pphead);
	}

	else
	{
		SLNode* prev = *pphead;
		while (prev->next != pos)
		{
			prev = prev->next;
		}
		prev->next = pos->next;
		free(pos);
		pos = NULL;
	}	
}

void SLTInsertAfter(SLNode* pos, SLNDataType x)
{
	assert(pos);
	SLNode* newnode = (SLNode*)malloc(sizeof(SLNode));
	newnode->next = pos->next;
	pos->next = newnode;
	newnode->val = x;
}

void SLTEraseAfter(SLNode* pos)
{
	assert(pos);
	assert(pos->next);
	SLNode* tmp = pos->next;
	pos->next = pos->next->next;
	free(tmp);
	tmp = NULL;
}

void SLTInsertHead(SLNode* pos, SLNDataType x)
{
	SLNode* newnode = (SLNode*)malloc(sizeof(SLNode));
	newnode->val = pos->val;
	newnode->next = pos->next;
	pos->val = x;
	pos->next = newnode;
}

void SLTDestroy(SLNode** pphead)
{
	assert(pphead);

	SLNode* cur = *pphead;
	while (cur)
	{
		SLNode* tmp = cur->next ;
		free(cur);
		cur = tmp;
	}	
	*pphead = NULL;	
}

#define _CRT_SECURE_NO_WARNINGS
#include"SList.h"

void TestSLT1()
{
	SLNode* plist = NULL;
	SLTPushBack(&plist, 1);
	SLTPushBack(&plist, 2);
	SLTPushBack(&plist, 3);
	SLTPrint(plist);
	printf("\n");

	SLTPushFront(&plist, 4);
	SLTPushFront(&plist, 5);
	SLTPrint(plist);
	printf("\n");

}

void TestSLT2()
{
	SLNode* plist = NULL;
	SLTPushBack(&plist, 1);
	SLTPushBack(&plist, 2);
	SLTPushBack(&plist, 3);
	SLTPushBack(&plist, 4);
	SLTPushBack(&plist, 5);
	SLTPrint(plist);
	printf("\n");

	SLTPopBack(&plist);
	SLTPopBack(&plist);
	SLTPopBack(&plist);
	SLTPrint(plist);
}

void TestSLT3()
{
	SLNode* plist = NULL;
	SLTPushBack(&plist, 1);
	SLTPushBack(&plist, 2);
	SLTPushBack(&plist, 3);
	SLTPushBack(&plist, 4);
	SLTPushBack(&plist, 5);
	SLTPrint(plist);
	printf("\n");

	SLTPopFront(&plist);
	SLTPopFront(&plist);
	SLTPrint(plist);
	printf("\n");

	SLNode* pos = SLTFind(plist, 4);
	SLTInsert(&plist, pos, 30);
	SLTInsert(&plist, pos, 40);
	SLTPrint(plist);
	printf("\n");
	
}

void TestSLT4()
{
	SLNode* plist = NULL;
	SLTPushBack(&plist, 1);
	SLTPushBack(&plist, 2);
	SLTPushBack(&plist, 3);
	SLTPushBack(&plist, 4);
	SLTPrint(plist);
	printf("\n");

	SLNode* pos = SLTFind(plist, 2);
	SLTErase(&plist, pos);
	SLTPrint(plist);
	printf("\n");

	pos = SLTFind(plist, 3);
	SLTInsertAfter(pos, 5);
	SLTPrint(plist);
	printf("\n");

	pos = SLTFind(plist, 1);
	SLTEraseAfter(pos);
	SLTPrint(plist);
	printf("\n");

	SLTDestroy(&plist);
}

void TestSLT5()
{
	SLNode* plist = NULL;
	SLTPushBack(&plist, 1);
	SLTPushBack(&plist, 2);
	SLTPushBack(&plist, 3);
	SLTPushBack(&plist, 4);
	SLTPrint(plist);
	printf("\n");

	SLNode* pos = SLTFind(plist, 2);
	SLTInsertHead(pos, 20);
	SLTPrint(plist);
	printf("\n");
	SLTDestroy(&plist);
}

int main()
{
	TestSLT5();
	return 0;
}

无头+单向+非循环链表增删查改实现思路:

新建结点:

SLNode* CreateNode(SLNDataType x);
SLNode* CreateNode(SLNDataType x)
{
	SLNode* newnode = (SLNode*)malloc(sizeof(SLNode));
	if (newnode == NULL)
	{
		perror("malloc fail");
		exit(-1);
	}

	newnode->val = x;
	newnode->next  = NULL;
	return newnode;
}

尾插:

void SLTPushBack(SLNode** pphead, SLNDataType x);
void SLTPushBack(SLNode** pphead, SLNDataType x)
{
	SLNode* newnode = CreateNode(x);

	if (*pphead == NULL)
	{
		*pphead = newnode;
	}
	else
	{
		SLNode* tail = *pphead;
		while (tail->next != NULL)
		{
			tail = tail->next;
		}

		SLNode* newnode = CreateNode(x);
		tail->next = newnode;
	}
}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

头插:

void SLTPushFront(SLNode** pphead, SLNDataType x);
void SLTPushFront(SLNode** pphead, SLNDataType x)
{
	SLNode* newnode = CreateNode(x);
	newnode->next = *pphead;
	*pphead = newnode;
}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

尾删:

void SLTPopBack(SLNode** pphead);
void SLTPopBack(SLNode** pphead)
{
	assert(*pphead);

	if ((*pphead)->next == NULL)
	{
		free(*pphead);
		*pphead = NULL;
	}

	else
	{
		//方法1:
		/*SLNode* tail = *pphead;
		while (tail->next->next != NULL)
		{
			tail = tail->next;
		}
		free(tail->next);
		tail->next = NULL;*/

		//方法2:
		SLNode* tail = *pphead;
		SLNode* prev = NULL;
		while (tail != NULL)
		{
			prev = tail;
			tail = tail->next;
		}
		free(tail);
		tail = NULL;
		prev->next = NULL;
	}
}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

头删:

void SLTPopFront(SLNode** pphead);
void SLTPopFront(SLNode** pphead)
{
	assert(*pphead);

	//方法1:
	/*SLNode* tmp = *pphead;
	*pphead = tmp->next;
	free(tmp);
	tmp = NULL;*/

	//方法2:
	/*SLNode* tmp = *pphead;
	*pphead = (*pphead)->next;
	free(tmp);*/

	//错误:
	//SLNode* tmp = *pphead;
	//free(tmp);
	//*pphead = (*pphead)->next;
	//这里先free(tmp)会导致*pphead后面存放的数据无法拿取,造成内存泄露

	//方法3:
	SLNode* tmp = (*pphead)->next;
	free(*pphead);
	*pphead = tmp;
}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

在pos的前面插入:

SLNode* SLTInsert(SLNode** pphead, SLNode* pos, SLNDataType x);
SLNode* SLTInsert(SLNode** pphead, SLNode* pos, SLNDataType x)
{
	assert(pphead);
	assert(*pphead);
	assert(pos);

	if (pos == *pphead)
	{
		//头插
		SLTPushFront(pphead, x);
	}
	else
	{
		SLNode* prev = *pphead;
		while (prev->next != pos)
		{
			prev = prev->next;
		}

		SLNode* newnode = CreateNode(x);
		newnode->next = pos;
		prev->next = newnode;
	}
}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

错误思路:

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

删除pos位置:

void SLTErase(SLNode** pphead, SLNode* pos);
void SLTErase(SLNode** pphead, SLNode* pos)
{
	assert(pphead);
	assert(*pphead);//不允许链表为空
	assert(pos);//pos必需为有效节点

	if (*pphead == pos)
	{
		SLTPopFront(pphead);
	}

	else
	{
		SLNode* prev = *pphead;
		while (prev->next != pos)
		{
			prev = prev->next;
		}
		prev->next = pos->next;
		free(pos);
		pos = NULL;
	}	
}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

pos后面插入:

void SLTInsertAfter(SLNode* pos, SLNDataType x);
void SLTInsertAfter(SLNode* pos, SLNDataType x)
{
	assert(pos);
	SLNode* newnode = (SLNode*)malloc(sizeof(SLNode));
	newnode->next = pos->next;
	pos->next = newnode;
	newnode->val = x;
}

pos后面删除

void SLTEraseAfter(SLNode* pos);
void SLTEraseAfter(SLNode* pos)
{
	assert(pos);
	assert(pos->next);
	SLNode* tmp = pos->next;
	pos->next = pos->next->next;
	free(tmp);
	tmp = NULL;
}

带头+双向+循环链表增删查改实现

带头+双向+循环链表增删查改实现代码:

#pragma once
#include<stdio.h>
#include<assert.h>
#include<stdlib.h>

typedef int LTDataType;

typedef struct ListNode
{
	struct ListNode* prev;
	struct ListNode* next;
	LTDataType val;
}LTNode;

LTNode* LTInit();//初始化

void LTPrint(LTNode* phead);//打印

void LTPushBack(LTNode* phead, LTDataType x);//尾插
void LTPopBack(LTNode* phead);//尾删

void LTPushFront(LTNode* phead, LTDataType x);//头插
void LTPopFront(LTNode* phead);//头删

LTNode* LTFind(LTNode* phead, LTDataType x);

//在pos前面的插入
void LTInisert(LTNode* pos, LTDataType x);

//删除pos位置
void LTErase(LTNode* pos);

void LTDestroy(LTNode* phead);
#define _CRT_SECURE_NO_WARNINGS 1
#include"List.h"

LTNode* CreateLTNode(LTDataType x)
{
	LTNode* newnode = (LTNode*)malloc(sizeof(LTNode));
	if (newnode == NULL)
	{
		perror("malloc fail");
		exit(-1);
	}
	newnode->next = NULL;
	newnode->prev = NULL;
	newnode->val = x;

	return newnode;
}

LTNode* LTInit() 
{
	LTNode* head = CreateLTNode(-1);
	head->next = head;
	head->prev = head;

	return head;
}

void LTPrint(LTNode* phead)
{
	assert(phead);
	printf("哨兵位<=>");

	LTNode* cur = phead->next;
	while (cur != phead)
	{
		printf("%d<=> ", cur->val);
		cur = cur->next;
	}
	printf("\n");
}

void LTPushBack(LTNode* phead, LTDataType x)
{
	//assert(phead);
	//LTNode* tail = phead->prev;
	//LTNode* newnode = CreateLTNode(x);

	//tail->next = newnode;
	//newnode->prev = tail;
	//newnode->next = phead;
	//phead->prev = newnode;

	LTInisert(phead, x);
}

void LTPopBack(LTNode* phead)
{
	assert(phead);
	assert(phead->next != phead);
	//LTNode* tail = phead->prev;
	//LTNode* tailPrev = tail->prev;

	//phead->prev = tailPrev;
	//tailPrev->next = phead;

	//free(tail);
	//tail = NULL;
	LTErase(phead->prev);
}

void LTPushFront(LTNode* phead, LTDataType x)
{
	assert(phead);
	//LTNode* newnode = CreateLTNode(x);
	//LTNode* next = phead->next;

	//phead->next = newnode;
	//newnode->prev = phead;
	//newnode->next = next;
	//next->prev = newnode;

	LTInisert(phead->next, x);

}

void LTPopFront(LTNode* phead)
{
	assert(phead);
	assert(phead->next !=phead);
	//LTNode* first = phead->next;
	//LTNode* second = first->next;

	//phead->next = second;
	//second->prev = phead;
	//free(first);
	//first = NULL;

	LTErase(phead->next );

}

LTNode* LTFind(LTNode* phead, LTDataType x)
{
	assert(phead);
	LTNode* cur = phead->next;
	while (cur != phead)
	{
		if (cur->val == x)
			return cur;
		cur = cur->next;
	}
	return NULL;
}

void LTInisert(LTNode* pos, LTDataType x)
{
	assert(pos);

	LTNode* newnode = CreateLTNode(x);
	LTNode* posPrev = pos->prev;

	posPrev->next = newnode;
	newnode->prev = posPrev;
	newnode->next = pos;
	pos->prev = newnode;
}

//void LTErase(LTNode* pos)
//{
//	pos->prev->next = pos->next;
//	pos->next->prev = pos->prev;
//	free(pos);
//}

void LTErase(LTNode* pos)
{
	LTNode* posPrev = pos->prev;
	LTNode* posNext = pos->next;

	posPrev->next = posNext;
	posNext->prev = posPrev;

	free(pos);
}

void LTDestroy(LTNode* phead)
{
	LTNode* cur = phead->next;
	while (cur != phead)
	{
		LTNode* next = cur->next;
		free(cur);
		cur = next;
	}
	free(phead);
}
#define _CRT_SECURE_NO_WARNINGS 1
#include"List.h"

//尾插尾删
void TestList1()
{
	LTNode* plist = LTInit();
	LTPushBack(plist, 1);
	LTPushBack(plist, 2);
	LTPushBack(plist, 3);
	LTPushBack(plist, 4);
	LTPrint(plist);

	LTPopBack(plist);
	LTPopBack(plist);
	LTPopBack(plist);
	LTPopBack(plist);
	LTPrint(plist);
}

void TestList2()
{
	LTNode* plist = LTInit();
	LTPushFront(plist, 1);
	LTPushFront(plist, 2);
	LTPushFront(plist, 3);
	LTPushFront(plist, 4);
	LTPrint(plist);

	LTPopFront(plist);
	LTPopFront(plist);
	LTPrint(plist);

}

void TestList3()
{
	LTNode* plist = LTInit();
	LTPushBack(plist, 1);
	LTPushBack(plist, 2);
	LTPushBack(plist, 3);
	LTPushBack(plist, 4);
	LTPrint(plist);

	LTNode* pos = LTFind(plist, 3);
	if (pos == NULL)
		return 1;

	LTInisert(pos, 30);
	LTInisert(pos, 40);
	LTPrint(plist);

	LTErase(pos);
	LTPrint(plist);

}

int main()
{
	TestList3();

	return 0;
}

带头+双向+循环链表增删查改实现思路:

尾插:

void LTPushFront(LTNode* phead, LTDataType x)
{
	assert(phead);
	//LTNode* newnode = CreateLTNode(x);
	//LTNode* next = phead->next;

	//phead->next = newnode;
	//newnode->prev = phead;
	//newnode->next = next;
	//next->prev = newnode;

	LTInisert(phead->next, x);

}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

尾删:

void LTPopBack(LTNode* phead)
{
	assert(phead);
	assert(phead->next != phead);
	//LTNode* tail = phead->prev;
	//LTNode* tailPrev = tail->prev;

	//phead->prev = tailPrev;
	//tailPrev->next = phead;

	//free(tail);
	//tail = NULL;
	LTErase(phead->prev);
}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

头插:

void LTPushFront(LTNode* phead, LTDataType x)
{
	assert(phead);
	//LTNode* newnode = CreateLTNode(x);
	//LTNode* next = phead->next;

	//phead->next = newnode;
	//newnode->prev = phead;
	//newnode->next = next;
	//next->prev = newnode;

	LTInisert(phead->next, x);

}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

头删:

void LTPopFront(LTNode* phead)
{
	assert(phead);
	assert(phead->next !=phead);
	//LTNode* first = phead->next;
	//LTNode* second = first->next;

	//phead->next = second;
	//second->prev = phead;
	//free(first);
	//first = NULL;

	LTErase(phead->next );

}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

在pos前面的插入

void LTInisert(LTNode* pos, LTDataType x)
{
	assert(pos);

	LTNode* newnode = CreateLTNode(x);
	LTNode* posPrev = pos->prev;

	posPrev->next = newnode;
	newnode->prev = posPrev;
	newnode->next = pos;
	pos->prev = newnode;
}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

删除pos位置

void LTErase(LTNode* pos)
{
	LTNode* posPrev = pos->prev;
	LTNode* posNext = pos->next;

	posPrev->next = posNext;
	posNext->prev = posPrev;

	free(pos);
}

外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

顺序表和链表的优势和问题

顺序表优势和问题

顺序表优势: (物理内存连续)
支持下标随机访间。O(1)读取数据的时候内存污染低

顺序表问题:
1、头部或者中间插入删除效率低,要挪动数据。O(N)
2、空间不够需要扩容,扩容有一定的消耗,且可能存在一定的空间浪费
3、只适合尾插尾删

链表优势和问题

链表(双向)优势:
1、任意位置插入删除都是O(1)
2、按需申请释放,合理利用空间,不存在浪费
问题:
1、下标随机访问不方便 O(N))读取数据的时候内存污染高
g-XKGdPylY-1712583804637)]

头删:

void LTPopFront(LTNode* phead)
{
	assert(phead);
	assert(phead->next !=phead);
	//LTNode* first = phead->next;
	//LTNode* second = first->next;

	//phead->next = second;
	//second->prev = phead;
	//free(first);
	//first = NULL;

	LTErase(phead->next );

}

[外链图片转存中…(img-E1GHhRfH-1712583804638)]

在pos前面的插入

void LTInisert(LTNode* pos, LTDataType x)
{
	assert(pos);

	LTNode* newnode = CreateLTNode(x);
	LTNode* posPrev = pos->prev;

	posPrev->next = newnode;
	newnode->prev = posPrev;
	newnode->next = pos;
	pos->prev = newnode;
}

[外链图片转存中…(img-lmvpdvKC-1712583804638)]

删除pos位置

void LTErase(LTNode* pos)
{
	LTNode* posPrev = pos->prev;
	LTNode* posNext = pos->next;

	posPrev->next = posNext;
	posNext->prev = posPrev;

	free(pos);
}

[外链图片转存中…(img-1UYS5e94-1712583804638)]

顺序表和链表的优势和问题

顺序表优势和问题

顺序表优势: (物理内存连续)
支持下标随机访间。O(1)读取数据的时候内存污染低

顺序表问题:
1、头部或者中间插入删除效率低,要挪动数据。O(N)
2、空间不够需要扩容,扩容有一定的消耗,且可能存在一定的空间浪费
3、只适合尾插尾删

链表优势和问题

链表(双向)优势:
1、任意位置插入删除都是O(1)
2、按需申请释放,合理利用空间,不存在浪费
问题:
1、下标随机访问不方便 O(N))读取数据的时候内存污染高

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