Python数据结构——链表的实现
链表由一系列不必在内存中相连的结构构成,这些对象按线性顺序排序。每个结构含有表元素和指向后继元素的指针。最后一个单元的指针指向NULL。为了方便链表的删除与插入操作,可以为链表添加一个表头。
删除操作可以通过修改一个指针来实现。
插入操作需要执行两次指针调整。
1. 单向链表的实现
1.1 Node实现
每个Node分为两部分。一部分含有链表的元素,可以称为数据域;另一部分为一指针,指向下一个Node。
1 2 3 4 5 6 7 8 9 10 11 12 13 | class Node(): __slots__ = [ '_item' , '_next' ] #限定Node实例的属性 def __init__( self ,item): self ._item = item self ._next = None #Node的指针部分默认指向None def getItem( self ): return self ._item def getNext( self ): return self ._next def setItem( self ,newitem): self ._item = newitem def setNext( self ,newnext): self ._next = newnext |
1.2 SinglelinkedList的实现
1 2 3 4 | class SingleLinkedList(): def __init__( self ): self ._head = None #初始化链表为空表 self ._size = 0 |
1.3 检测链表是否为空
1 2 | def isEmpty( self ): return self ._head = = None |
1.4 add在链表前端添加元素
1 2 3 4 | def add( self ,item): temp = Node(item) temp.setNext( self ._head) self ._head = temp |
1.5 append在链表尾部添加元素
1 2 3 4 5 6 7 8 9 10 | def append( self ,item): temp = Node(item) if self .isEmpty(): self ._head = temp #若为空表,将添加的元素设为第一个元素 else : current = self ._head while current.getNext()! = None : current = current.getNext() #遍历链表 current.setNext(temp) #此时current为链表最后的元素 |
1.6 search检索元素是否在链表中
1 2 3 4 5 6 7 8 9 | def search( self ,item): current = self ._head founditem = False while current! = None and not founditem: if current.getItem() = = item: founditem = True else : current = current.getNext() return founditem |
1.7 index索引元素在链表中的位置
1 2 3 4 5 6 7 8 9 10 11 12 13 14 | def index( self ,item): current = self ._head count = 0 found = None while current! = None and not found: count + = 1 if current.getItem() = = item: found = True else : current = current.getNext() if found: return count else : raise ValueError, '%s is not in linkedlist' % item |
1.8 remove删除链表中的某项元素
1 2 3 4 5 6 7 8 9 10 11 12 13 | def remove( self ,item): current = self ._head pre = None while current! = None : if current.getItem() = = item: if not pre: self ._head = current.getNext() else : pre.setNext(current.getNext()) break else : pre = current current = current.getNext() |
1.9 insert链表中插入元素
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 | def insert( self ,pos,item): if pos< = 1 : self .add(item) elif pos> self .size(): self .append(item) else : temp = Node(item) count = 1 pre = None current = self ._head while count<pos: count + = 1 pre = current current = current.getNext() pre.setNext(temp) temp.setNext(current) |
全部代码
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 | class Node(): __slots__ = [ '_item' , '_next' ] def __init__( self ,item): self ._item = item self ._next = None def getItem( self ): return self ._item def getNext( self ): return self ._next def setItem( self ,newitem): self ._item = newitem def setNext( self ,newnext): self ._next = newnext class SingleLinkedList(): def __init__( self ): self ._head = None #初始化为空链表 def isEmpty( self ): return self ._head = = None def size( self ): current = self ._head count = 0 while current! = None : count + = 1 current = current.getNext() return count def travel( self ): current = self ._head while current! = None : print current.getItem() current = current.getNext() def add( self ,item): temp = Node(item) temp.setNext( self ._head) self ._head = temp def append( self ,item): temp = Node(item) if self .isEmpty(): self ._head = temp #若为空表,将添加的元素设为第一个元素 else : current = self ._head while current.getNext()! = None : current = current.getNext() #遍历链表 current.setNext(temp) #此时current为链表最后的元素 def search( self ,item): current = self ._head founditem = False while current! = None and not founditem: if current.getItem() = = item: founditem = True else : current = current.getNext() return founditem def index( self ,item): current = self ._head count = 0 found = None while current! = None and not found: count + = 1 if current.getItem() = = item: found = True else : current = current.getNext() if found: return count else : raise ValueError, '%s is not in linkedlist' % item def remove( self ,item): current = self ._head pre = None while current! = None : if current.getItem() = = item: if not pre: self ._head = current.getNext() else : pre.setNext(current.getNext()) break else : pre = current current = current.getNext() def insert( self ,pos,item): if pos< = 1 : self .add(item) elif pos> self .size(): self .append(item) else : temp = Node(item) count = 1 pre = None current = self ._head while count<pos: count + = 1 pre = current current = current.getNext() pre.setNext(temp) temp.setNext(current) if __name__ = = '__main__' : a = SingleLinkedList() for i in range ( 1 , 10 ): a.append(i) print a.size() a.travel() print a.search( 6 ) print a.index( 5 ) a.remove( 4 ) a.travel() a.insert( 4 , 100 ) a.travel() |
【推荐】国内首个AI IDE,深度理解中文开发场景,立即下载体验Trae
【推荐】编程新体验,更懂你的AI,立即体验豆包MarsCode编程助手
【推荐】抖音旗下AI助手豆包,你的智能百科全书,全免费不限次数
【推荐】轻量又高性能的 SSH 工具 IShell:AI 加持,快人一步
· 从 HTTP 原因短语缺失研究 HTTP/2 和 HTTP/3 的设计差异
· AI与.NET技术实操系列:向量存储与相似性搜索在 .NET 中的实现
· 基于Microsoft.Extensions.AI核心库实现RAG应用
· Linux系列:如何用heaptrack跟踪.NET程序的非托管内存泄露
· 开发者必知的日志记录最佳实践
· winform 绘制太阳,地球,月球 运作规律
· TypeScript + Deepseek 打造卜卦网站:技术与玄学的结合
· AI 智能体引爆开源社区「GitHub 热点速览」
· 写一个简单的SQL生成工具
· Manus的开源复刻OpenManus初探