While learning regular expressions in javascript using JavaScript: The Definitive Guide, I was confused by this passage:
But /a+?/ matches one or more occurrences of the letter a, matching as
few characters as necessary. When applied to the same string, this
pattern matches only the first letter a.
…
Now let’s use the nongreedy version: /a+?b/. This should match the
letter b preceded by the fewest number of a’s possible. When applied
to the same string “aaab”, you might expect it to match only one a and
the last letter b. In fact, however, this pattern matches the entire
string, just like the greedy version of the pattern.
Why is this so?
This is the explanation from the book:
This is because regular-expression pattern matching is done by finding
the first position in the string at which a match is possible. Since a
match is possible starting at the first character of the
string,shorter matches starting at subsequent characters are never
even considered.
I don't understand. Can anyone give me a more detailed explanation?
Okay, so you have your search space, "aaabc", and your pattern, /a+?b/
Does /a+?b/ match "a"? No.
Does /a+?b/ match "aa"? No.
Does /a+?b/ match "aaa"? No.
Does /a+?b/ match "aaab"? Yes.
Since you're matching literal characters and not any sort of wildcard, the regular expression a+?b is effectively the same as a+b anyway. The only type of sequence either one will match is a string of one or more a characters followed by a single b character. The non-greedy modifier makes no difference here, as the only thing an a can possibly match is an a.
The non-greedy qualifier becomes interesting when it's applied to something that can take on lots of different values, like .. (edit or cases where there's interesting stuff to the left of something like a+?)
edit — if you're expecting a+?b to match just the last a before the b in aaab, well that's not how it works. Searching for a pattern in a string implicitly means to search for the earliest occurrence of the pattern. Thus, though starting from the last a does give a substring that matches the pattern, it's not the first substring that matches.
The Engine Attempts a Match at the Beginning of the String
Can anyone give me a more detailed explanation?
Yes.
In short: .+? does not look for a shortest match globally, at the level of the entire string, but locally, from the position in the string where the engine is currently positioned.
How the Engine Works
When you try a regex against the string aaab, the engine first tries to find a match starting at the very first position in the string. That position is the position before the first a. If the engine cannot find a match at the first position, it moves on and tries again starting from the second position (between the first and second a)
So can a match be found by the regex a+?b at the first position? Yes.
a matches the first a
The +? quantifiers tells the engine to match the fewest number of a chars necessary. Since we are looking to return a match, necessary means that the following tokens (in this case) have to be allowed to match. In this case, the fewest number of a chars needed to allow the b to match is all the remaining a chars.
b matches
In the details the second point is a bit more complex (the engine tries to match b against the second a, fails, backtracks...) but you don't need to worry about that.
'?' after a+ means minimum number of characters to satisfy expression. /a+/ means one 'a' or as many as you can encounter before some other character. In order to satisfy /a+?/ (since it's nogreedy) it only needs single 'a'.
In order to satisfy /a+?b/, since we have 'b' at the end, in order to satisfy this expression it needs to match one or more 'a' before it hits 'b'. It has to hit that 'b'. /a+/ doesn't have to hit b because RegEx doesn't ask for that. /a+?b/ has to hit that 'b'.
Just think about it. What other meaning /a+?b/ could have?
Hope this helps
Related
Is it possible to write a regex that returns the converse of a desired result? Regexes are usually inclusive - finding matches. I want to be able to transform a regex into its opposite - asserting that there are no matches. Is this possible? If so, how?
http://zijab.blogspot.com/2008/09/finding-opposite-of-regular-expression.html states that you should bracket your regex with
/^((?!^ MYREGEX ).)*$/
, but this doesn't seem to work. If I have regex
/[a|b]./
, the string "abc" returns false with both my regex and the converse suggested by zijab,
/^((?!^[a|b].).)*$/
. Is it possible to write a regex's converse, or am I thinking incorrectly?
Couldn't you just check to see if there are no matches? I don't know what language you are using, but how about this pseudocode?
if (!'Some String'.match(someRegularExpression))
// do something...
If you can only change the regex, then the one you got from your link should work:
/^((?!REGULAR_EXPRESSION_HERE).)*$/
The reason your inverted regex isn't working is because of the '^' inside the negative lookahead:
/^((?!^[ab].).)*$/
^ # WRONG
Maybe it's different in vim, but in every regex flavor I'm familiar with, the caret matches the beginning of the string (or the beginning of a line in multiline mode). But I think that was just a typo in the blog entry.
You also need to take into account the semantics of the regex tool you're using. For example, in Perl, this is true:
"abc" =~ /[ab]./
But in Java, this isn't:
"abc".matches("[ab].")
That's because the regex passed to the matches() method is implicitly anchored at both ends (i.e., /^[ab].$/).
Taking the more common, Perl semantics, /[ab]./ means the target string contains a sequence consisting of an 'a' or 'b' followed by at least one (non-line separator) character. In other words, at ANY point, the condition is TRUE. The inverse of that statement is, at EVERY point the condition is FALSE. That means, before you consume each character, you perform a negative lookahead to confirm that the character isn't the beginning of a matching sequence:
(?![ab].).
And you have to examine every character, so the regex has to be anchored at both ends:
/^(?:(?![ab].).)*$/
That's the general idea, but I don't think it's possible to invert every regex--not when the original regexes can include positive and negative lookarounds, reluctant and possessive quantifiers, and who-knows-what.
You can invert the character set by writing a ^ at the start ([^…]). So the opposite expression of [ab] (match either a or b) is [^ab] (match neither a nor b).
But the more complex your expression gets, the more complex is the complementary expression too. An example:
You want to match the literal foo. An expression, that does match anything else but a string that contains foo would have to match either
any string that’s shorter than foo (^.{0,2}$), or
any three characters long string that’s not foo (^([^f]..|f[^o].|fo[^o])$), or
any longer string that does not contain foo.
All together this may work:
^[^fo]*(f+($|[^o]|o($|[^fo]*)))*$
But note: This does only apply to foo.
You can also do this (in python) by using re.split, and splitting based on your regular expression, thus returning all the parts that don't match the regex, how to find the converse of a regex
In perl you can anti-match with $string !~ /regex/;.
With grep, you can use --invert-match or -v.
Java Regexps have an interesting way of doing this (can test here) where you can create a greedy optional match for the string you want, and then match data after it. If the greedy match fails, it's optional so it doesn't matter, if it succeeds, it needs some extra data to match the second expression and so fails.
It looks counter-intuitive, but works.
Eg (foo)?+.+ matches bar, foox and xfoo but won't match foo (or an empty string).
It might be possible in other dialects, but couldn't get it to work myself (they seem more willing to backtrack if the second match fails?)
I'm new to learning Regular Expressions, and I came across this answer which uses positive lookahead to validate passwords.
The regular expression is - (/^(?=.*\d)(?=.*[a-z])(?=.*[A-Z])[0-9a-zA-Z]{8,}$/) and the breakdown provided by the user is -
(/^
(?=.*\d) //should contain at least one digit
(?=.*[a-z]) //should contain at least one lower case
(?=.*[A-Z]) //should contain at least one upper case
[a-zA-Z0-9]{8,} //should contain at least 8 from the mentioned characters
$/)
However, I'm not very clear on chaining multiple lookaheads together. From what I have learned, a positive lookahead checks if the expression is followed by what is specified in the lookahead. As an example, this answer says -
The regex is(?= all) matches the letters is, but only if they are immediately followed by the letters all
So, my question is how do the individual lookaheads work? If I break it down -
The first part is ^(?=.*\d). Does this indicate that at the starting of the string, look for zero or more occurrences of any character, followed by 1 digit (thereby checking the presence of 1 digit)?
If the first part is correct, then with the second part (?=.*[a-z]), does it check that after checking for Step 1 at the start of the string, look for zero or more occurrences of any character, followed by a lowercase letter? Or are the two lookaheads completely unrelated to each other?
Also, what is the use of the ( ) around every lookahead? Does it create a capturing group?
I have also looked at the Rexegg article on lookaheads, but it didn't help much.
Would appreciate any help.
As mentionned in the comments, the key point here are not the lookaheads but backtracking:
(?=.*\d) looks for a complete line (.*), then backtracks to find at least one number (\d).
This is repeated throughout the different lookaheads and could be optimized like so:
(/^
(?=\D*\d) // should contain at least one digit
(?=[^a-z]*[a-z]) // should contain at least one lower case
(?=[^A-Z]*[A-Z]) // should contain at least one upper case
[a-zA-Z0-9]{8,} // should contain at least 8 from the mentioned characters
$/)
Here, the principle of contrast applies.
Assertions are atomic, independent expressions with separate context
from the rest of the regex.
It is best visualized as: They exist between characters.
Yes, there is such a place.
Being independent though, they receive the current search position,
then they start moving through the string trying to match something.
They literally advance their private (local) copy of the search position
to do this.
They return a true or false, depending on if they matched something.
The caller of this assertion maintains it's own copy of the search position.
So, when the assertion returns, the callers search position has not changed.
Thus, you can weave in and out of places without having to worry about
the search position.
You can see this a little more dramatically, when assertions are nested:
Target1: Boy1 has a dog and a train
Target2: Boy2 has a dog
Regex: Boy\d(?= has a dog(?! and a train))
Objective: Find the Boy# that matches the regex.
Other noteworthy things about assertions:
They are atomic (ie: independent) in that they are immune to backtracking
from external forces.
Internally, they can backtrack just like anywhere else.
But, when it comes to the position they were given, that cannot change.
Also, inside assertions, it is possible to capture just like anywhere else.
Example ^(?=.*\b(\w+)\b) captures the last word in string, however the search position does not change.
Also, assertions are like a red light. The immediate expression that follows the assertion
must wait until it gets the green light.
This is the result the assertion passes back, true or false.
I have used Dylan's question on here regarding JavaScript syllable counting, and more specifically artfulhacker's answer, in my own code and, regardless of which single or multi word string I feed it, the function is always able to correctly count the number of syllables.
I have a limited experience with RegEx and not enough prior knowledge to decipher what exactly is happening in the following code without some help. I'm not someone who is ever happy with having some code I pulled from somewhere just work without me knowing how it works. Is someone able to please articulate what is happening in the new_count(word) function below and help me decipher the use of RegEx and how it is that the function is able to correctly count syllables? Many
function new_count(word) {
word = word.toLowerCase(); //word.downcase!
if(word.length <= 3) { return 1; } //return 1 if word.length <= 3
word = word.replace(/(?:[^laeiouy]es|ed|[^laeiouy]e)$/, ''); //word.sub!(/(?:[^laeiouy]es|ed|[^laeiouy]e)$/, '')
word = word.replace(/^y/, ''); //word.sub!(/^y/, '')
return word.match(/[aeiouy]{1,2}/g).length; //word.scan(/[aeiouy]{1,2}/).size
}
As far as I see it, we basically want to count the vowels, or vowel pairs, with some special cases. Let's start by the last line, which does that, i.e. count vowels and pairs:
return word.match(/[aeiouy]{1,2}/g).length;
This will match any vowel, or vowel pair. [...] means a character class, i.e. that if we go through the string character-by-character, we have a match, if the actual character is one of those. {1, 2} is the number of repetitions, i.e. it means that we should match exactly one or two such characters.
The other two lines are for special cases.
word = word.replace(/(?:[^laeiouy]es|ed|[^laeiouy]e)$/, '');
This line will remove 'syllables' from the end of the word, which are either:
Xes (where X is anything but any of 'laeiouy', e.g. 'zes')
ed
Xe (where X is anything but any of 'laeiouy', e.g. 'xe')
(I'm not really sure what the grammatical meaning behind this is, but I guess, that 'syllables' at the end of the word, like '-ed', '-ded', '-xed' etc. don't really count as such.)
As for the regexp part: (?:...) is a non-capturing group. I guess it's not really important in this case that this group be non-capturing; this just means that we would like to group the whole expression, but then we do not need to refer back to it. However, we could have used a capturing group too (i.e. (...) )
The [^...] is a negated character class. It means, match any character, which is none of those listed here. (Compare to the (non-negated) character-class mentioned above.)
The pipe symbol, i.e. |, is the alternation operator, which means, that any of the expressions can match.
Finally, the $ anchor matches the end of the line, or string (depending on the context).
word = word.replace(/^y/, '');
This line removes 'y'-s from the beginning of words (probably 'y' at the beginning does not count as a syllable -- which makes sense in my opinion).
^ is the anchor for matching the beginning of the line, or string (c.f. $ mentioned above).
Note: the algorithm only works if word really contains one single word.
/(?:[^laeiouy]es|ed|[^laeiouy]e)$/
That matches three possible substrings: a letter other than 'l' or a vowel followed by 'es' (like "res" or "tes"); 'ed'; or a non-vowel, non-'l' followed by just an 'e'. Those patterns must appear at the end of the word to match because of the $ at the end of the pattern. The grouping (?: ) is just a grouping; the leading ?: makes that distinction. The pattern could have been a little shorter:
/(?:[^laeiouy]es?|ed)$/
would do the same thing. In any case, if the pattern matches the characters involved are removed from the word.
Then,
/^y/
matches a 'y' at the beginning of a word. If a 'y' is found, it's removed.
Finally,
/[aeiouy]{1,2}/g
matches any one- or two-character stretch of vowels (including 'y'). The g suffix makes it a global match, so that the return value is an array consisting of all such spans of vowels. The length of that returned array is the number of syllables (according to this technique).
Note that the words "poem" and "lion" would be reported as one-syllable words, which may be correct for some English variants but not all.
Here is a pretty good reference for JavaScript regular expression operators.
I'm trying to write a lexer in JavaScript for finding tokens of a simple domain-specific language. I started with a simple implementation which just tries to match subsequent regexps from the current position in a line to find out whether it matches some token format and accept it then.
The problem is that when something doesn't match inside such regexp, the whole regexp fails, so I don't know which character exactly caused it to fail.
Is there any way to find out the position in the string which caused the regular expression to fail?
INB4: I'm not asking about debugging my regexp and verifying its correctness. It is correct already, matches correct strings and drops incorrect ones. I just want to know programmatically where exactly the regexp stopped matching, to find out the position of a character which was incorrect in the user input, and how much of them were OK.
Is there some way to do it with just simple regexps instead of going on with implementing a full-blown finite state automaton?
Short answer
There is no such thing as a "position in the string that causes the
regular expression to fail".
However, I will show you an approach to answer the reverse question:
At which token in the regex did the engine become unable to match the
string?
Discussion
In my view, the question of the position in the string which caused the regular expression to fail is upside-down. As the engine moves down the string with the left hand and the pattern with the right hand, a regex token that matches six characters one moment can later, because of quantifiers and backtracking, be reduced to matching zero characters the next—or expanded to match ten.
In my view, a more proper question would be:
At which token in the regex did the engine become unable to match the
string?
For instance, consider the regex ^\w+\d+$ and the string abc132z.
The \w+ can actually match the entire string. Yet, the entire regex fails. Does it make sense to say that the regex fails at the end of the string? I don't think so. Consider this.
Initially, \w+ will match abc132z. Then the engine advances to the next token: \d+. At this stage, the engine backtracks in the string, gradually letting the \w+ give up the 2z (so that the \w+ now only corresponds to abc13), allowing the \d+ to match 2.
At this stage, the $ assertion fails as the z is left. The engine backtracks, letting the \w+, give up the 3 character, then the 1 (so that the \w+ now only corresponds to abc), eventually allowing the \d+ to match 132. At each step, the engine tries the $ assertion and fails. Depending on engine internals, more backtracking may occur: the \d+ will give up the 2 and the 3 once again, then the \w+ will give up the c and the b. When the engine finally gives up, the \w+ only matches the initial a. Can you say that the regex "fails on the "3"? On the "b"?
No. If you're looking at the regex pattern from left to right, you can argue that it fails on the $, because it's the first token we were not able to add to the match. Bear in mind that there are other ways to argue this.
Lower, I'll give you a screenshot to visualize this. But first, let's see if we can answer the other question.
The Other Question
Are there techniques that allow us to answer the other question:
At which token in the regex did the engine become unable to match the
string?
It depends on your regex. If you are able to slice your regex into clean components, then you can devise an expression with a series of optional lookaheads inside capture groups, allowing the match to always succeed. The first unset capture group is the one that caused the failure.
Javascript is a bit stingy on optional lookaheads, but you can write something like this:
^(?:(?=(\w+)))?(?:(?=(\w+\d+)))?(?:(?=(\w+\d+$)))?.
In PCRE, .NET, Python... you could write this more compactly:
^(?=(\w+))?(?=(\w+\d+))?(?=(\w+\d+$))?.
What happens here? Each lookahead builds incrementally on the last one, adding one token at a time. Therefore we can test each token separately. The dot at the end is an optional flourish for visual feedback: we can see in a debugger that at least one character is matched, but we don't care about that character, we only care about the capture groups.
Group 1 tests the \w+ token
Group 2 seems to test \w+\d+, therefore, incrementally, it tests the \d+ token
Group 3 seems to test \w+\d+$, therefore, incrementally, it tests the $ token
There are three capture groups. If all three are set, the match is a full success. If only Group 3 is not set (as with abc123a), you can say that the $ caused the failure. If Group 1 is set but not Group 2 (as with abc), you can say that the \d+ caused the failure.
For reference: Inside View of a Failure Path
For what it's worth, here is a view of the failure path from the RegexBuddy debugger.
You can use a negated character set RegExp,
[^xyz]
[^a-c]
A negated or complemented character set. That is, it matches anything
that is not enclosed in the brackets. You can specify a range of
characters by using a hyphen, but if the hyphen appears as the first
or last character enclosed in the square brackets it is taken as a
literal hyphen to be included in the character set as a normal
character.
index property of String.prototype.match()
The returned Array has an extra input property, which contains the
original string that was parsed. In addition, it has an index
property, which represents the zero-based index of the match in the
string.
For example to log index where digit is matched for RegExp /[^a-zA-z]/ in string aBcD7zYx
var re = /[^a-zA-Z]/;
var str = "aBcD7zYx";
var i = str.match(re).index;
console.log(i); // 4
Is there any way to find out the position in the string which caused the regular expression to fail?
No, there isn't. A Regex either matches or doesn't. Nothing in between.
Partial Expressions can match, but the whole pattern doesnt. So the engine always needs to evaluates the whole expression:
Take the String Hello my World and the Pattern /Hello World/. While each word will match individually, the whole Expression fails. You cannot tell whether Hello or World matched - independent, both do. Also the whitespace between them is available.
I have the following code:
var html = "<div class='test'><b>Hello</b> <i>world!</i></div>";
var results = html.match(/<(\/?) (\w+) ([^>]*?)>/);
About the three sets of parenthesis:
First mean: forward slash or nothing.
Second mean: one or more alphanumeric characters.
Third mean: anything but '>' then I don't understand the '*?' !
Also how do I interpret the fact that there are three sets of parenthesis separated by white spaces?
Regards,
* means "match as much as possible" (possibly zero characters) of the previously defined literal, ? means: match just enough so that the RegExp returns a match.
Example:
String:
Tester>
[^>]*
Tester
[^>]*?
<empty string>
[^>]*e
Teste
[^>]*?e
Te (Including T is required to produce a valid match)
In your case:
String:
<input value=">"> junk
[^>]*>
<input value=">">
[^>]*?>
<input value=">
An asterisk (*) means match the preceding bit zero or more times. The preceding bit is [^>], meaning anything but a >. As #user278064 says, the ? is redundant. It's meant to make the * non-greedy, but there's no need as the [^>] already specifies what the * should refer to. (You could replace [^>] with a . (full-stop/period) which would match any character, then the ? would make sure it matches anything until >.)
As for the spaces, they shouldn't be there... they literally match spaces, which I don't think you want.
*? in regex is a "lazy star".
A star means "repeat the previous item zero or more times". The previous item in this case is a character class that defines "any character except >".
By default a star on its own is "greedy", which means that it will match as many characters as possible while still meeting the criteria for the rest of the expression around it.
Changing it to a lazy star by adding the question mark means that it will instead match as few characters as possible while still meeting the rest of the criteria.
In the case of your expression, this will in fact make no difference at all to the actual results, because you the character to match immediately after the star is a >, which is the exact opposite of the previous match. This means that the expression will always match the same result for the [^>]* regardless of whether it is lazy or greedy.
In other regular expressions, the difference is more important because greedy expressions can swallow parts of the string that would have otherwise matched later in the expression.
However, although there may be no difference to the result, there may still be a difference between greedy and lazy expressions, because the different ways in which they are processed can result in the expressions running at different speeds. Again, I don't think it will make much different in your case, but in some cases it can make a big impact.
I recommend reading up on regex at http://www.regular-expressions.info/ -- it's got an excellent reference table for all the regex syntax you're likely to need, and articles on many of the difficult topics.