数据结构与算法-链表

发布时间 2023-06-07 18:50:42作者: 韩志超

链表

一个节点分为两部分,数据区和链接区, 链接区指向下一个节点

单项链表

a, b = b, a的本质
python中变量是一块单独的空间, 其中保存的是所代表对象的地址

单项链表的实现

"""单项链表的实现"""
class Node(object):
    def __init__(self, elem):
        self.elem = elem
        self.next = None
    def __repr__(self):
        return "<Node: {}>".format(self.elem)

class SingleLinkList(object):
    def __init__(self, node=None):
        self.__head = node

    def add(self, item):
        node = Node(item)
        if self.__head:
            self.__head, node.next = node, self.__head
        else:
            self.__head = node

    def append(self, item):
        node = Node(item)
        if self.__head:
            cur = self.__head
            while cur.next is not None:
                cur = cur.next
            cur.next = node
        else:
            self.__head = node
        
    def travel(self):
        if self.__head:
            cur = self.__head
            while cur is not None:
                print(cur.elem)
                cur = cur.next

    def remove(self, item):
        if self.__head:
            cur = self.__head
            while cur.next is not None:
                if cur.next.elem == item:
                    cur.next = cur.next.next
                    break
                cur = cur.next
            else:
                print("Not Exist")
        else:
            print("Not Exist")

    def insert(self, pos, item):
        i = 0
        cur = self.__head
        if pos == 0:
            self.add(item)
        elif pos + 1 > self.length:
            raise ValueError
        else:
            while cur.next is not None:
                i += 1
                if i == pos:
                    new_node = Node(item)
                    cur.next, new_node.next = new_node, cur.next
                    break
                elif i > pos:
                    raise ValueError
                cur = cur.next

    def search(self, item):
        if self.__head:
            cur = self.__head
            while cur is not None:
                if cur.elem == item:
                    print(cur.elem)
                    break
                cur = cur.next

    @property
    def length(self):
        count = 0
        if self.__head:
            cur = self.__head
            while cur is not None:
                count += 1
                cur = cur.next
        return count

    def is_empty(self):
        return self.__head is None

循环链表

循环链表的实现


"""循环链表的实现"""
class Node(object):
    def __init__(self, elem):
        self.elem = elem
        self.next = None
    def __repr__(self):
        return "<Node: {}>".format(self.elem)

class CircleLinkList(object):
    def __init__(self, node=None):
        if node is None:
            self._head = None
        else:
            self._head = node.next = node

    def add(self, item):
        node = Node(item)
        if self._head:
            cur = self._head
            while cur.next != self._head:
                cur = cur.next
            last = cur
            node.next, self._head = self._head, node
            last.next = self._head
        else:
            self._head = node.next = node

    def append(self, item):
        node = Node(item)
        if self._head:
            cur = self._head
            while cur.next != self._head:
                cur = cur.next
            last = cur
            last.next, node.next = node, self._head
        else:
            self._head = node.next = node
        
    def travel(self):
        if self._head:
            cur = self._head
            while cur.next != self._head:
                print(cur.elem, end=" ")
                cur = cur.next
            print(cur.elem)

    def remove(self, item):   # 单节点remove
        if self._head:
            cur = self._head
            while cur.next != self._head:
                cur = cur.next
            last = cur

            cur = self._head
            if cur.elem == item:
                self._head = last.next = cur.next
            else:
                while cur.next != self._head:
                    if cur.next.elem == item:
                        cur.next = cur.next.next
                        break
                    cur = cur.next 
                else:
                    print("Not Exist")
        else:
            print("Not Exist")

    def insert(self, pos, item): 
        length = self.length
        if pos == 0:
            self.add(item)
        elif pos == length:
            self.append(item)
        elif pos > length:
            raise ValueError
        else:
            i = 0
            cur = self._head
            while cur.next != self._head :
                i += 1
                if i == pos:
                    node = Node(item)
                    cur.next, node.next = node, cur.next
                    break
                cur = cur.next

    def search(self, item):
        if self._head:
            cur = self._head
            while cur.next != self._head:
                if cur.elem == item:
                    print(cur.elem)
                    break
                cur = cur.next
            else:
                if cur.elem == item:
                    print(cur.elem)

    @property
    def length(self):
        count = 0
        if self._head:
            cur = self._head
            while cur.next != self._head:
                count += 1
                cur = cur.next
            count += 1
        return count

    def is_empty(self):
        return self._head is None

if __name__ == '__main__':
    s = CircleLinkList()
    s.append(0)
    s.append(1)
    s.append(2)
    s.append(3)
    s.remove(0)
    s.insert(3, 4)
    s.search(1)
    s.travel()

双向链表

双向链表的实现

"""双项链表的实现"""
class Node(object):
    def __init__(self, elem):
        self.pre = None
        self.elem = elem
        self.next = None
    def __repr__(self):
        return "<Node: {}>".format(self.elem)

class DoubleLinkList(object):
    def __init__(self, node=None):
        self.__head = node

    def add(self, item):
        node = Node(item)
        if self.__head:
            self.__head, self.__head.pre, node.next = node, node, self.__head
        else:
            self.__head = node

    def append(self, item):
        node = Node(item)
        if self.__head:
            cur = self.__head
            while cur.next is not None:
                cur = cur.next
            cur.next, node.pre = node, cur
        else:
            self.__head = node
        
    def travel(self):
        if self.__head:
            cur = self.__head
            while cur is not None:
                print(cur.elem, end=" ")
                cur = cur.next

    def remove(self, item):
        if self.__head:
            cur = self.__head
            while cur.next is not None:
                if cur.next.elem == item:
                    cur.next, cur.next.next.pre = cur.next.next, cur
                    break
                cur = cur.next
            else:
                print("Not Exist")
        else:
            print("Not Exist")

    def insert(self, pos, item):
        i = 0
        cur = self.__head
        if pos == 0:
            self.add(item)
        elif pos + 1 > self.length:
            raise ValueError
        else:
            while cur.next is not None:
                i += 1
                if i == pos:
                    new_node = Node(item)
                    cur.next, new_node.next, new_node.pre = new_node, cur.next, cur
                    break
                elif i > pos:
                    raise ValueError
                cur = cur.next

    def search(self, item):
        if self.__head:
            cur = self.__head
            while cur is not None:
                if cur.elem == item:
                    print(cur.elem)
                    break
                cur = cur.next

    @property
    def length(self):
        count = 0
        if self.__head:
            cur = self.__head
            while cur is not None:
                count += 1
                cur = cur.next
        return count

    def is_empty(self):
        return self.__head is None

顺序表和链表统称线性表