给定一组单词,将所有字谜一起打印。例如,如果给定的数组是{“ cat”,“ dog”,“ tac”,“ god”,“ act”},则输出可能是“ cat tac act dog god”。
在上一篇文章中,我们讨论了两种不同的方法。在这篇文章中,讨论了一种更有效的解决方案。
Trie数据结构可用于更有效的解决方案。插入每个单词的排序顺序。由于所有字谜都将在同一叶节点处结束。我们可以在叶节点处开始一个链表,其中每个节点代表原始单词数组的索引。最后,遍历Trie。遍历Trie时,一次遍历每个链表。以下是详细步骤。
1)创建一个空的Trie
2)一一拿走输入序列的所有单词。每个字都要关注
… a)将单词复制到缓冲区中。
… b)对缓冲区进行排序
… c)将排序后的缓冲区和该词的索引插入Trie。 Trie的每个叶节点都是索引列表的头。索引列表按原始顺序存储单词的索引。如果已经存在排序的buffe,我们将该单词的索引插入索引列表。
3)遍历Trie。在遍历时,如果到达叶节点,则遍历索引列表。并使用从索引列表中获得的索引打印所有单词。
C++
// An efficient program to print all anagrams together
#include
#include
#include
#include
#define NO_OF_CHARS 26
// Structure to represent list node for indexes of words in
// the given sequence. The list nodes are used to connect
// anagrams at leaf nodes of Trie
struct IndexNode
{
int index;
struct IndexNode* next;
};
// Structure to represent a Trie Node
struct TrieNode
{
bool isEnd; // indicates end of word
struct TrieNode* child[NO_OF_CHARS]; // 26 slots each for 'a' to 'z'
struct IndexNode* head; // head of the index list
};
// A utility function to create a new Trie node
struct TrieNode* newTrieNode()
{
struct TrieNode* temp = new TrieNode;
temp->isEnd = 0;
temp->head = NULL;
for (int i = 0; i < NO_OF_CHARS; ++i)
temp->child[i] = NULL;
return temp;
}
/* Following function is needed for library function qsort(). Refer
http://www.cplusplus.com/reference/clibrary/cstdlib/qsort/ */
int compare(const void* a, const void* b)
{ return *(char*)a - *(char*)b; }
/* A utility function to create a new linked list node */
struct IndexNode* newIndexNode(int index)
{
struct IndexNode* temp = new IndexNode;
temp->index = index;
temp->next = NULL;
return temp;
}
// A utility function to insert a word to Trie
void insert(struct TrieNode** root, char* word, int index)
{
// Base case
if (*root == NULL)
*root = newTrieNode();
if (*word != '\0')
insert( &( (*root)->child[tolower(*word) - 'a'] ), word+1, index );
else // If end of the word reached
{
// Insert index of this word to end of index linked list
if ((*root)->isEnd)
{
IndexNode* pCrawl = (*root)->head;
while( pCrawl->next )
pCrawl = pCrawl->next;
pCrawl->next = newIndexNode(index);
}
else // If Index list is empty
{
(*root)->isEnd = 1;
(*root)->head = newIndexNode(index);
}
}
}
// This function traverses the built trie. When a leaf node is reached,
// all words connected at that leaf node are anagrams. So it traverses
// the list at leaf node and uses stored index to print original words
void printAnagramsUtil(struct TrieNode* root, char *wordArr[])
{
if (root == NULL)
return;
// If a lead node is reached, print all anagrams using the indexes
// stored in index linked list
if (root->isEnd)
{
// traverse the list
IndexNode* pCrawl = root->head;
while (pCrawl != NULL)
{
printf( "%s ", wordArr[ pCrawl->index ] );
pCrawl = pCrawl->next;
}
}
for (int i = 0; i < NO_OF_CHARS; ++i)
printAnagramsUtil(root->child[i], wordArr);
}
// The main function that prints all anagrams together. wordArr[] is input
// sequence of words.
void printAnagramsTogether(char* wordArr[], int size)
{
// Create an empty Trie
struct TrieNode* root = NULL;
// Iterate through all input words
for (int i = 0; i < size; ++i)
{
// Create a buffer for this word and copy the word to buffer
int len = strlen(wordArr[i]);
char *buffer = new char[len+1];
strcpy(buffer, wordArr[i]);
// Sort the buffer
qsort( (void*)buffer, strlen(buffer), sizeof(char), compare );
// Insert the sorted buffer and its original index to Trie
insert(&root, buffer, i);
}
// Traverse the built Trie and print all anagrms together
printAnagramsUtil(root, wordArr);
}
// Driver program to test above functions
int main()
{
char* wordArr[] = {"cat", "dog", "tac", "god", "act", "gdo"};
int size = sizeof(wordArr) / sizeof(wordArr[0]);
printAnagramsTogether(wordArr, size);
return 0;
}
Java
// An efficient program to print all
// anagrams together
import java.util.Arrays;
import java.util.LinkedList;
public class GFG
{
static final int NO_OF_CHARS = 26;
// Class to represent a Trie Node
static class TrieNode
{
boolean isEnd; // indicates end of word
// 26 slots each for 'a' to 'z'
TrieNode[] child = new TrieNode[NO_OF_CHARS];
// head of the index list
LinkedList head;
// constructor
public TrieNode()
{
isEnd = false;
head = new LinkedList<>();
for (int i = 0; i < NO_OF_CHARS; ++i)
child[i] = null;
}
}
// A utility function to insert a word to Trie
static TrieNode insert(TrieNode root,String word,
int index, int i)
{
// Base case
if (root == null)
{
root = new TrieNode();
}
if (i < word.length() )
{
int index1 = word.charAt(i) - 'a';
root.child[index1] = insert(root.child[index1],
word, index, i+1 );
}
else // If end of the word reached
{
// Insert index of this word to end of
// index linked list
if (root.isEnd == true)
{
root.head.add(index);
}
else // If Index list is empty
{
root.isEnd = true;
root.head.add(index);
}
}
return root;
}
// This function traverses the built trie. When a leaf
// node is reached, all words connected at that leaf
// node are anagrams. So it traverses the list at leaf
// node and uses stored index to print original words
static void printAnagramsUtil(TrieNode root,
String wordArr[])
{
if (root == null)
return;
// If a lead node is reached, print all anagrams
// using the indexes stored in index linked list
if (root.isEnd)
{
// traverse the list
for(Integer pCrawl: root.head)
System.out.println(wordArr[pCrawl]);
}
for (int i = 0; i < NO_OF_CHARS; ++i)
printAnagramsUtil(root.child[i], wordArr);
}
// The main function that prints all anagrams together.
// wordArr[] is input sequence of words.
static void printAnagramsTogether(String wordArr[],
int size)
{
// Create an empty Trie
TrieNode root = null;
// Iterate through all input words
for (int i = 0; i < size; ++i)
{
// Create a buffer for this word and copy the
// word to buffer
char[] buffer = wordArr[i].toCharArray();
// Sort the buffer
Arrays.sort(buffer);
// Insert the sorted buffer and its original
// index to Trie
root = insert(root, new String(buffer), i, 0);
}
// Traverse the built Trie and print all anagrms
// together
printAnagramsUtil(root, wordArr);
}
// Driver program to test above functions
public static void main(String args[])
{
String wordArr[] = {"cat", "dog", "tac", "god",
"act", "gdo"};
int size = wordArr.length;
printAnagramsTogether(wordArr, size);
}
}
// This code is contributed by Sumit Ghosh
C#
// An efficient C# program to print all
// anagrams together
using System;
using System.Collections.Generic;
class GFG
{
static readonly int NO_OF_CHARS = 26;
// Class to represent a Trie Node
public class TrieNode
{
// indicates end of word
public bool isEnd;
// 26 slots each for 'a' to 'z'
public TrieNode[] child = new TrieNode[NO_OF_CHARS];
// head of the index list
public List head;
// constructor
public TrieNode()
{
isEnd = false;
head = new List();
for (int i = 0; i < NO_OF_CHARS; ++i)
child[i] = null;
}
}
// A utility function to insert a word to Trie
static TrieNode insert(TrieNode root,String word,
int index, int i)
{
// Base case
if (root == null)
{
root = new TrieNode();
}
if (i < word.Length )
{
int index1 = word[i] - 'a';
root.child[index1] = insert(root.child[index1],
word, index, i + 1 );
}
// If end of the word reached
else
{
// Insert index of this word to end of
// index linked list
if (root.isEnd == true)
{
root.head.Add(index);
}
// If Index list is empty
else
{
root.isEnd = true;
root.head.Add(index);
}
}
return root;
}
// This function traverses the built trie.
// When a leaf node is reached, all words
// connected at that leaf node are anagrams.
// So it traverses the list at leaf node
// and uses stored index to print original words
static void printAnagramsUtil(TrieNode root,
String []wordArr)
{
if (root == null)
return;
// If a lead node is reached,
// print all anagrams using the
// indexes stored in index linked list
if (root.isEnd)
{
// traverse the list
foreach(int pCrawl in root.head)
Console.WriteLine(wordArr[pCrawl]);
}
for (int i = 0; i < NO_OF_CHARS; ++i)
printAnagramsUtil(root.child[i], wordArr);
}
// The main function that prints
// all anagrams together. wordArr[]
// is input sequence of words.
static void printAnagramsTogether(String []wordArr,
int size)
{
// Create an empty Trie
TrieNode root = null;
// Iterate through all input words
for (int i = 0; i < size; ++i)
{
// Create a buffer for this word
// and copy the word to buffer
char[] buffer = wordArr[i].ToCharArray();
// Sort the buffer
Array.Sort(buffer);
// Insert the sorted buffer and
// its original index to Trie
root = insert(root, new String(buffer), i, 0);
}
// Traverse the built Trie and
// print all anagrms together
printAnagramsUtil(root, wordArr);
}
// Driver code
public static void Main(String []args)
{
String []wordArr = {"cat", "dog", "tac", "god",
"act", "gdo"};
int size = wordArr.Length;
printAnagramsTogether(wordArr, size);
}
}
// This code is contributed by 29AjayKumar
输出:
cat
tac
act
dog
god
gdo