Finding shortest repeating cycle in word? - algorithm

Question

I'm about to write a function which, would return me a shortest period of group of letters which would eventually create the given word.
For example word abkebabkebabkeb is created by repeated abkeb word. I would like to know, how efficiently analyze input word, to get the shortest period of characters creating input word.

Answer 1

Here is a correct O(n) algorithm. The first for loop is the table building portion of KMP. There are various proofs that it always runs in linear time.
Since this question has 4 previous answers, none of which are O(n) and correct, I heavily tested this solution for both correctness and runtime.
def pattern(inputv):
if not inputv:
return inputv
nxt = [0]*len(inputv)
for i in range(1, len(nxt)):
k = nxt[i - 1]
while True:
if inputv[i] == inputv[k]:
nxt[i] = k + 1
break
elif k == 0:
nxt[i] = 0
break
else:
k = nxt[k - 1]
smallPieceLen = len(inputv) - nxt[-1]
if len(inputv) % smallPieceLen != 0:
return inputv
return inputv[0:smallPieceLen]

Answer 2

O(n) solution. Assumes that the entire string must be covered. The key observation is that we generate the pattern and test it, but if we find something along the way that doesn't match, we must include the entire string that we already tested, so we don't have to reobserve those characters.
def pattern(inputv):
pattern_end =0
for j in range(pattern_end+1,len(inputv)):
pattern_dex = j%(pattern_end+1)
if(inputv[pattern_dex] != inputv[j]):
pattern_end = j;
continue
if(j == len(inputv)-1):
print pattern_end
return inputv[0:pattern_end+1];
return inputv;

Answer 3

This is an example for PHP:
<?php
function getrepeatedstring($string) {
if (strlen($string)<2) return $string;
for($i = 1; $i<strlen($string); $i++) {
if (substr(str_repeat(substr($string, 0, $i),strlen($string)/$i+1), 0, strlen($string))==$string)
return substr($string, 0, $i);
}
return $string;
}
?>

Answer 4

Most easiest one in python:
def pattern(self, s):
ans=(s+s).find(s,1,-1)
return len(pat) if ans == -1 else ans

Answer 5

I believe there is a very elegant recursive solution. Many of the proposed solutions solve the extra complexity where the string ends with part of the pattern, like abcabca. But I do not think that is asked for.
My solution for the simple version of the problem in clojure:
(defn find-shortest-repeating [pattern string]
(if (empty? (str/replace string pattern ""))
pattern
(find-shortest-repeating (str pattern (nth string (count pattern))) string)))
(find-shortest-repeating "" "abcabcabc") ;; "abc"
But be aware that this will not find patterns that are uncomplete at the end.

Answer 6

I found a solution based on your post, that could take an incomplete pattern:
(defn find-shortest-repeating [pattern string]
(if (or (empty? (clojure.string/split string (re-pattern pattern)))
(empty? (second (clojure.string/split string (re-pattern pattern)))))
pattern
(find-shortest-repeating (str pattern (nth string (count pattern))) string)))

Answer 7

My Solution:
The idea is to find a substring from the position zero such that it becomes equal to the adjacent substring of same length, when such a substring is found return the substring. Please note if no repeating substring is found I am printing the entire input String.
public static void repeatingSubstring(String input){
for(int i=0;i<input.length();i++){
if(i==input.length()-1){
System.out.println("There is no repetition "+input);
}
else if(input.length()%(i+1)==0){
int size = i+1;
if(input.substring(0, i+1).equals(input.substring(i+1, i+1+size))){
System.out.println("The subString which repeats itself is "+input.substring(0, i+1));
break;
}
}
}
}

Answer 8

This is a solution I came up with using the queue, it passed all the test cases of a similar problem in codeforces. Problem No is 745A.
#include<bits/stdc++.h>
using namespace std;
typedef long long ll;
int main()
{
ios_base::sync_with_stdio(false);
cin.tie(NULL);
string s, s1, s2; cin >> s; queue<char> qu; qu.push(s[0]); bool flag = true; int ind = -1;
s1 = s.substr(0, s.size() / 2);
s2 = s.substr(s.size() / 2);
if(s1 == s2)
{
for(int i=0; i<s1.size(); i++)
{
s += s1[i];
}
}
//cout << s1 << " " << s2 << " " << s << "\n";
for(int i=1; i<s.size(); i++)
{
if(qu.front() == s[i]) {qu.pop();}
qu.push(s[i]);
}
int cycle = qu.size();
/*queue<char> qu2 = qu; string str = "";
while(!qu2.empty())
{
cout << qu2.front() << " ";
str += qu2.front();
qu2.pop();
}*/
while(!qu.empty())
{
if(s[++ind] != qu.front()) {flag = false; break;}
qu.pop();
}
flag == true ? cout << cycle : cout << s.size();
return 0;
}

Answer 9

Simpler answer which I can come up in an interview is just a O(n^2) solution, which tries out all combinations of substring starting from 0.
int findSmallestUnit(string str){
for(int i=1;i<str.length();i++){
int j=0;
for(;j<str.length();j++){
if(str[j%i] != str[j]){
break;
}
}
if(j==str.length()) return str.substr(0,i);
}
return str;
}
Now if someone is interested in O(n) solution to this problem in c++:
int findSmallestUnit(string str){
vector<int> lps(str.length(),0);
int i=1;
int len=0;
while(i<str.length()){
if(str[i] == str[len]){
len++;
lps[i] = len;
i++;
}
else{
if(len == 0) i++;
else{
len = lps[len-1];
}
}
}
int n=str.length();
int x = lps[n-1];
if(n%(n-x) == 0){
return str.substr(0,n-x);
}
return str;
}
The above is just #Buge's answer in c++, since someone asked in comments.

Answer 10

Regex solution:
Use the following regex replacement to find the shortest repeating substring, and only keeping that substring:
^(.+?)\1*$
$1
Explanation:
^(.+?)\1*$
^ $ # Start and end, to match the entire input-string
( ) # Capture group 1:
.+ # One or more characters,
? # with a reluctant instead of greedy match†
\1* # Followed by the first capture group repeated zero or more times
$1 # Replace the entire input-string with the first capture group match,
# removing all other duplicated substrings
† Greedy vs reluctant would in this case mean: greedy = consumes as many characters as it can; reluctant = consumes as few characters as it can. Since we want the shortest repeating substring, we would want a reluctant match in our regex.
Example input: "abkebabkebabkeb"
Example output: "abkeb"
Try it online in Retina.
Here an example implementation in Java.

Answer 11

Super delayed answer, but I got the question in an interview, here was my answer (probably not the most optimal but it works for strange test cases as well).
private void run(String[] args) throws IOException {
File file = new File(args[0]);
BufferedReader buffer = new BufferedReader(new FileReader(file));
String line;
while ((line = buffer.readLine()) != null) {
ArrayList<String> subs = new ArrayList<>();
String t = line.trim();
String out = null;
for (int i = 0; i < t.length(); i++) {
if (t.substring(0, t.length() - (i + 1)).equals(t.substring(i + 1, t.length()))) {
subs.add(t.substring(0, t.length() - (i + 1)));
}
}
subs.add(0, t);
for (int j = subs.size() - 2; j >= 0; j--) {
String match = subs.get(j);
int mLength = match.length();
if (j != 0 && mLength <= t.length() / 2) {
if (t.substring(mLength, mLength * 2).equals(match)) {
out = match;
break;
}
} else {
out = match;
}
}
System.out.println(out);
}
}
Testcases:
abcabcabcabc
bcbcbcbcbcbcbcbcbcbcbcbcbcbc
dddddddddddddddddddd
adcdefg
bcbdbcbcbdbc
hellohell
Code returns:
abc
bc
d
adcdefg
bcbdbc
hellohell

Answer 12

Works in cases such as bcbdbcbcbdbc.
function smallestRepeatingString(sequence){
var currentRepeat = '';
var currentRepeatPos = 0;
for(var i=0, ii=sequence.length; i<ii; i++){
if(currentRepeat[currentRepeatPos] !== sequence[i]){
currentRepeatPos = 0;
// Add next character available to the repeat and reset i so we don't miss any matches inbetween
currentRepeat = currentRepeat + sequence.slice(currentRepeat.length, currentRepeat.length+1);
i = currentRepeat.length-1;
}else{
currentRepeatPos++;
}
if(currentRepeatPos === currentRepeat.length){
currentRepeatPos = 0;
}
}
// If repeat wasn't reset then we didn't find a full repeat at the end.
if(currentRepeatPos !== 0){ return sequence; }
return currentRepeat;
}

Answer 13

I came up with a simple solution that works flawlessly even with very large strings.
PHP Implementation:
function get_srs($s){
$hash = md5( $s );
$i = 0; $p = '';
do {
$p .= $s[$i++];
preg_match_all( "/{$p}/", $s, $m );
} while ( ! hash_equals( $hash, md5( implode( '', $m[0] ) ) ) );
return $p;
}