问题
That was an interview question that I was unable to answer:
How to check that a string is a palindrome using regular expressions?
p.s. There is already a question \"How to check if the given string is palindrome?\" and it gives a lot of answers in different languages, but no answer that uses regular expressions.
回答1:
The answer to this question is that "it is impossible". More specifically, the interviewer is wondering if you paid attention in your computational theory class.
In your computational theory class you learned about finite state machines. A finite state machine is composed of nodes and edges. Each edge is annotated with a letter from a finite alphabet. One or more nodes are special "accepting" nodes and one node is the "start" node. As each letter is read from a given word we traverse the given edge in the machine. If we end up in an accepting state then we say that the machine "accepts" that word.
A regular expression can always be translated into an equivalent finite state machine. That is, one that accepts and rejects the same words as the regular expression (in the real world, some regexp languages allow for arbitrary functions, these don't count).
It is impossible to build a finite state machine that accepts all palindromes. The proof relies on the facts that we can easily build a string that requires an arbitrarily large number of nodes, namely the string
a^x b a^x (eg., aba, aabaa, aaabaaa, aaaabaaaa, ....)
where a^x is a repeated x times. This requires at least x nodes because, after seeing the 'b' we have to count back x times to make sure it is a palindrome.
Finally, getting back to the original question, you could tell the interviewer that you can write a regular expression that accepts all palindromes that are smaller than some finite fixed length. If there is ever a real-world application that requires identifying palindromes then it will almost certainly not include arbitrarily long ones, thus this answer would show that you can differentiate theoretical impossibilities from real-world applications. Still, the actual regexp would be quite long, much longer than equivalent 4-line program (easy exercise for the reader: write a program that identifies palindromes).
回答2:
While the PCRE engine does support recursive regular expressions (see the answer by Peter Krauss), you cannot use a regex on the ICU engine (as used, for example, by Apple) to achieve this without extra code. You'll need to do something like this:
This detects any palindrome, but does require a loop (which will be required because regular expressions can't count).
$a = "teststring";
while(length $a > 1)
{
$a =~ /(.)(.*)(.)/;
die "Not a palindrome: $a" unless $1 eq $3;
$a = $2;
}
print "Palindrome";
回答3:
It's not possible. Palindromes aren't defined by a regular language. (See, I DID learn something in computational theory)
回答4:
With Perl regex:
/^((.)(?1)\2|.?)$/
Though, as many have pointed out, this can't be considered a regular expression if you want to be strict. Regular expressions does not support recursion.
回答5:
Here's one to detect 4-letter palindromes (e.g.: deed), for any type of character:
\(.\)\(.\)\2\1
Here's one to detect 5-letter palindromes (e.g.: radar), checking for letters only:
\([a-z]\)\([a-z]\)[a-z]\2\1
So it seems we need a different regex for each possible word length. This post on a Python mailing list includes some details as to why (Finite State Automata and pumping lemma).
回答6:
Depending on how confident you are, I'd give this answer:
I wouldn't do it with a regular expression. It's not an appropriate use of regular expressions.
回答7:
Yes, you can do it in .Net!
(?<N>.)+.?(?<-N>\k<N>)+(?(N)(?!))
You can check it here! It's a wonderful post!
回答8:
StackOverflow is full of answers like "Regular expressions? nope, they don't support it. They can't support it.".
The truth is that regular expressions have nothing to do with regular grammars anymore. Modern regular expressions feature functions such as recursion and balancing groups, and the availability of their implementations is ever growing (see Ruby examples here, for instance). In my opinion, hanging onto old belief that regular expressions in our field are anything but a programming concept is just counterproductive. Instead of hating them for the word choice that is no longer the most appropriate, it is time for us to accept things and move on.
Here's a quote from Larry Wall, the creator of Perl itself:
(…) generally having to do with what we call “regular expressions”, which are only marginally related to real regular expressions. Nevertheless, the term has grown with the capabilities of our pattern matching engines, so I’m not going to try to fight linguistic necessity here. I will, however, generally call them “regexes” (or “regexen”, when I’m in an Anglo-Saxon mood).
And here's a blog post by one of PHP's core developers:
As the article was quite long, here a summary of the main points:
- The “regular expressions” used by programmers have very little in common with the original notion of regularity in the context of formal language theory.
- Regular expressions (at least PCRE) can match all context-free languages. As such they can also match well-formed HTML and pretty much all other programming languages.
- Regular expressions can match at least some context-sensitive languages.
- Matching of regular expressions is NP-complete. As such you can solve any other NP problem using regular expressions.
That being said, you can match palindromes with regexes using this:
^(?'letter'[a-z])+[a-z]?(?:\k'letter'(?'-letter'))+(?(letter)(?!))$
...which obviously has nothing to do with regular grammars.
More info here: http://www.regular-expressions.info/balancing.html
回答9:
As a few have already said, there's no single regexp that'll detect a general palindrome out of the box, but if you want to detect palindromes up to a certain length, you can use something like
(.?)(.?)(.?)(.?)(.?).?\5\4\3\2\1
回答10:
It can be done in Perl now. Using recursive reference:
if($istr =~ /^((\w)(?1)\g{-1}|\w?)$/){
print $istr," is palindrome\n";
}
modified based on the near last part http://perldoc.perl.org/perlretut.html
回答11:
In ruby you can use named capture groups. so something like this will work -
def palindrome?(string)
$1 if string =~ /\A(?<p>| \w | (?: (?<l>\w) \g<p> \k<l+0> ))\z/x
end
try it, it works...
1.9.2p290 :017 > palindrome?("racecar")
=> "racecar"
1.9.2p290 :018 > palindrome?("kayak")
=> "kayak"
1.9.2p290 :019 > palindrome?("woahitworks!")
=> nil
回答12:
Regarding the PCRE expression (from MizardX):
/^((.)(?1)\2|.?)$/
Have you tested it? On my PHP 5.3 under Win XP Pro it fails on: aaaba Actually, I modified the expression expression slightly, to read:
/^((.)(?1)*\2|.?)$/
I think what is happening is that while the outer pair of characters are anchored, the remaining inner ones are not. This is not quite the whole answer because while it incorrectly passes on "aaaba" and "aabaacaa", it does fail correctly on "aabaaca".
I wonder whether there a fixup for this, and also, Does the Perl example (by JF Sebastian / Zsolt) pass my tests correctly?
Csaba Gabor from Vienna
回答13:
Here's my answer to Regex Golf's 5th level (A man, a plan). It works for up to 7 characters with the browser's Regexp (I'm using Chrome 36.0.1985.143).
^(.)(.)(?:(.).?\3?)?\2\1$
Here's one for up to 9 characters
^(.)(.)(?:(.)(?:(.).?\4?)?\3?)?\2\1$
To increase the max number of characters it'd work for, you'd repeatedly replace .? with (?:(.).?\n?)?.
回答14:
/\A(?<a>|.|(?:(?<b>.)\g<a>\k<b+0>))\z/
it is valid for Oniguruma engine (which is used in Ruby)
took from Pragmatic Bookshelf
回答15:
Recursive Regular Expressions can do it!
So simple and self-evident algorithm to detect a string that contains a palindrome:
(\w)(?:(?R)|\w?)\1
At rexegg.com/regex-recursion the tutorial explains how it works.
It works fine with any language, here an example adapted from the same source (link) as proof-of-concept, using PHP:
$subjects=['dont','o','oo','kook','book','paper','kayak','okonoko','aaaaa','bbbb'];
$pattern='/(\w)(?:(?R)|\w?)\1/';
foreach ($subjects as $sub) {
echo $sub." ".str_repeat('-',15-strlen($sub))."-> ";
if (preg_match($pattern,$sub,$m))
echo $m[0].(($m[0]==$sub)? "! a palindrome!\n": "\n");
else
echo "sorry, no match\n";
}
outputs
dont ------------> sorry, no match
o ---------------> sorry, no match
oo --------------> oo! a palindrome!
kook ------------> kook! a palindrome!
book ------------> oo
paper -----------> pap
kayak -----------> kayak! a palindrome!
okonoko ---------> okonoko! a palindrome!
aaaaa -----------> aaaaa! a palindrome!
bbbb ------------> bbb
Comparing
The regular expression ^((\w)(?:(?1)|\w?)\2)$ do the same job, but as yes/not instead "contains".
PS: it is using a definition where "o" is not a palimbrome, "able-elba" hyphened format is not a palindrome, but "ableelba" is. Naming it definition1.
When "o" and "able-elba" are palindrones, naming definition2.
Comparing with another "palindrome regexes",
^((.)(?:(?1)|.?)\2)$the base-regex above without\wrestriction, accepting "able-elba".^((.)(?1)?\2|.)$(@LilDevil) Use definition2 (accepts "o" and "able-elba" so differing also in the recognition of "aaaaa" and "bbbb" strings).^((.)(?1)\2|.?)$(@Markus) not detected "kook" neither "bbbb"^((.)(?1)*\2|.?)$(@Csaba) Use definition2.
NOTE: to compare you can add more words at $subjects and a line for each compared regex,
if (preg_match('/^((.)(?:(?1)|.?)\2)$/',$sub)) echo " ...reg_base($sub)!\n";
if (preg_match('/^((.)(?1)?\2|.)$/',$sub)) echo " ...reg2($sub)!\n";
if (preg_match('/^((.)(?1)\2|.?)$/',$sub)) echo " ...reg3($sub)!\n";
if (preg_match('/^((.)(?1)*\2|.?)$/',$sub)) echo " ...reg4($sub)!\n";
回答16:
You can also do it without using recursion:
\A(?:(.)(?=.*?((?(2)\1\2|\1))\z))*?.?\2\z
to allow a single character:
\A(?:(?:(.)(?=.*?((?(2)\1\2|\1))\z))*?.?\2|.)\z
Works with Perl, PCRE
demo
For Java:
\A(?:(.)(?=.*?(\1\2\z|(?<!(?=\2\z).{0,1000})\1\z)))*?.?\2\z
demo
回答17:
It's actually easier to do it with string manipulation rather than regular expressions:
bool isPalindrome(String s1)
{
String s2 = s1.reverse;
return s2 == s1;
}
I realize this doesn't really answer the interview question, but you could use it to show how you know a better way of doing a task, and you aren't the typical "person with a hammer, who sees every problem as a nail."
回答18:
In Perl (see also Zsolt Botykai's answer):
$re = qr/
. # single letter is a palindrome
|
(.) # first letter
(??{ $re })?? # apply recursivly (not interpolated yet)
\1 # last letter
/x;
while(<>) {
chomp;
say if /^$re$/; # print palindromes
}
回答19:
As pointed out by ZCHudson, determine if something is a palindrome cannot be done with an usual regexp, as the set of palindrome is not a regular language.
I totally disagree with Airsource Ltd when he says that "it's not possibles" is not the kind of answer the interviewer is looking for. During my interview, I come to this kind of question when I face a good candidate, to check if he can find the right argument when we proposed to him to do something wrong. I do not want to hire someone who will try to do something the wrong way if he knows better one.
回答20:
something you can do with perl: http://www.perlmonks.org/?node_id=577368
回答21:
I would explain to the interviewer that the language consisting of palindromes is not a regular language but instead context-free.
The regular expression that would match all palindromes would be infinite. Instead I would suggest he restrict himself to either a maximum size of palindromes to accept; or if all palindromes are needed use at minimum some type of NDPA, or just use the simple string reversal/equals technique.
回答22:
The best you can do with regexes, before you run out of capture groups:
/(.?)(.?)(.?)(.?)(.?)(.?)(.?)(.?)(.?).?\9\8\7\6\5\4\3\2\1/
This will match all palindromes up to 19 characters in length.
Programatcally solving for all lengths is trivial:
str == str.reverse ? true : false
回答23:
I don't have the rep to comment inline yet, but the regex provided by MizardX, and modified by Csaba, can be modified further to make it work in PCRE. The only failure I have found is the single-char string, but I can test for that separately.
/^((.)(?1)?\2|.)$/
If you can make it fail on any other strings, please comment.
回答24:
#!/usr/bin/perl
use strict;
use warnings;
print "Enter your string: ";
chop(my $a = scalar(<STDIN>));
my $m = (length($a)+1)/2;
if( (length($a) % 2 != 0 ) or length($a) > 1 ) {
my $r;
foreach (0 ..($m - 2)){
$r .= "(.)";
}
$r .= ".?";
foreach ( my $i = ($m-1); $i > 0; $i-- ) {
$r .= "\\$i";
}
if ( $a =~ /(.)(.).\2\1/ ){
print "$a is a palindrome\n";
}
else {
print "$a not a palindrome\n";
}
exit(1);
}
print "$a not a palindrome\n";
回答25:
From automata theory its impossible to match a paliandrome of any lenght ( because that requires infinite amount of memory). But IT IS POSSIBLE to match Paliandromes of Fixed Length. Say its possible to write a regex that matches all paliandromes of length <= 5 or <= 6 etc, but not >=5 etc where upper bound is unclear
回答26:
In Ruby you can use \b(?'word'(?'letter'[a-z])\g'word'\k'letter+0'|[a-z])\b to match palindrome words such as a, dad, radar, racecar, and redivider. ps : this regex only matches palindrome words that are an odd number of letters long.
Let's see how this regex matches radar. The word boundary \b matches at the start of the string. The regex engine enters the capturing group "word". [a-z] matches r which is then stored in the stack for the capturing group "letter" at recursion level zero. Now the regex engine enters the first recursion of the group "word". (?'letter'[a-z]) matches and captures a at recursion level one. The regex enters the second recursion of the group "word". (?'letter'[a-z]) captures d at recursion level two. During the next two recursions, the group captures a and r at levels three and four. The fifth recursion fails because there are no characters left in the string for [a-z] to match. The regex engine must backtrack.
The regex engine must now try the second alternative inside the group "word". The second [a-z] in the regex matches the final r in the string. The engine now exits from a successful recursion, going one level back up to the third recursion.
After matching (&word) the engine reaches \k'letter+0'. The backreference fails because the regex engine has already reached the end of the subject string. So it backtracks once more. The second alternative now matches the a. The regex engine exits from the third recursion.
The regex engine has again matched (&word) and needs to attempt the backreference again. The backreference specifies +0 or the present level of recursion, which is 2. At this level, the capturing group matched d. The backreference fails because the next character in the string is r. Backtracking again, the second alternative matches d.
Now, \k'letter+0' matches the second a in the string. That's because the regex engine has arrived back at the first recursion during which the capturing group matched the first a. The regex engine exits the first recursion.
The regex engine is now back outside all recursion. That this level, the capturing group stored r. The backreference can now match the final r in the string. Since the engine is not inside any recursion any more, it proceeds with the remainder of the regex after the group. \b matches at the end of the string. The end of the regex is reached and radar is returned as the overall match.
回答27:
here is PL/SQL code which tells whether given string is palindrome or not using regular expressions:
create or replace procedure palin_test(palin in varchar2) is
tmp varchar2(100);
i number := 0;
BEGIN
tmp := palin;
for i in 1 .. length(palin)/2 loop
if length(tmp) > 1 then
if regexp_like(tmp,'^(^.).*(\1)$') = true then
tmp := substr(palin,i+1,length(tmp)-2);
else
dbms_output.put_line('not a palindrome');
exit;
end if;
end if;
if i >= length(palin)/2 then
dbms_output.put_line('Yes ! it is a palindrome');
end if;
end loop;
end palin_test;
回答28:
A slight refinement of Airsource Ltd's method, in pseudocode:
WHILE string.length > 1
IF /(.)(.*)\1/ matches string
string = \2
ELSE
REJECT
ACCEPT
回答29:
my $pal='malayalam';
while($pal=~/((.)(.*)\2)/){ #checking palindrome word
$pal=$3;
}
if ($pal=~/^.?$/i){ #matches single letter or no letter
print"palindrome\n";
}
else{
print"not palindrome\n";
}
回答30:
\b([a-z])?([a-z])?([a-z])?\2\1\b/gi
Matches 5 letter palindromes such as refer and kayak. It does this using (non-greedy) matching of any three letters, followed by the 2nd and 1st matched letters.
Link to regex101 site using this
来源：https://stackoverflow.com/questions/233243/how-to-check-that-a-string-is-a-palindrome-using-regular-expressions