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Both patterns and strings to be searched can be Unicode strings str as well as 8-bit strings bytes. However, Unicode strings and 8-bit strings cannot be mixed: that is, you cannot match a Unicode string with a byte pattern or vice-versa; similarly, when asking for a substitution, the replacement string must be of the same type as both the pattern and the search string. This behaviour will happen even if it is a valid escape sequence for a regular expression. Usually patterns will be expressed in Python code using this raw string notation. It is important to note that most regular expression operations are available as module-level functions and methods on compiled regular expressions.
The third-party regex module, which has an API compatible with the standard library re module, but offers additional functionality and a more thorough Unicode support. A regular expression or RE specifies a set of strings that matches it; the functions in this module let you check if a particular string matches a given regular expression or if a given regular expression matches a particular string, which comes down to the same thing.
Regular expressions can be concatenated to form new regular expressions; if A and B are both regular expressions, then AB is also a regular expression. In general, if a string p matches A and another string q matches Bthe string pq will match AB. This holds unless A or B contain low precedence operations; boundary conditions between A and B ; or have ed group references. Thus, complex expressions can easily be constructed from simpler primitive expressions like the ones described here. For details of the theory and implementation of regular expressions, consult the Friedl book [Frie09]or almost any textbook about compiler construction.
A brief explanation of the format of regular expressions follows. Regular expressions can contain both special and ordinary characters. Most ordinary characters, like 'A''a'or '0'are the simplest regular expressions; they simply match themselves. You can concatenate ordinary characters, so last matches the string 'last'. Some characters, like ' ' or ' 'are special. Special characters either stand for classes of ordinary characters, or affect how the regular expressions around them are interpreted. This avoids ambiguity with the non-greedy modifier suffix? To apply a second repetition to an inner repetition, parentheses may be used.
For example, the expression? In the default mode, this matches any character except a newline. More interestingly, searching for foo. Causes the resulting RE to match 0 or more repetitions of the preceding RE, as many repetitions as are possible. Causes the resulting RE to match 1 or more repetitions of the preceding RE. Causes the resulting RE to match 0 or 1 repetitions of the preceding RE.
Specifies that exactly m copies of the RE should be matched; fewer matches cause the entire RE not to match. Causes the resulting RE to match from m to n repetitions of the preceding RE, attempting to match as many repetitions as possible. Omitting m specifies a lower bound of zero, and omitting n specifies an infinite upper bound.
The comma may not be omitted or the modifier would be confused with the ly described form. Causes the resulting RE to match from m to n repetitions of the preceding RE, attempting to match as few repetitions as possible. This is the non-greedy version of the qualifier. However, if Python would recognize the resulting sequence, the backslash should be repeated twice.
Characters can be listed individually, e. Ranges of characters can be indicated by giving two characters and separating them by a '-'for example [a-z] will match any lowercase ASCII letter,  will match all the two-digits s from 00 to 59and [A-Fa-f] will match any hexadecimal digit. If - is escaped e. Special characters lose their special meaning inside sets. Characters that are not within a range can be matched by complementing the set. To match a literal ']' inside a set, precede it with a backslash, or place it at the beginning of the set.
Support of nested sets and set operations as in Unicode Technical Standard 18 might be added in the future. This would change the syntax, so to facilitate this change a FutureWarning will be raised in ambiguous cases for the time being. To avoid a warning escape them with a backslash. Changed in version 3. An arbitrary of REs can be separated by the ' ' in this way. This can be used inside groups see below as well. As the target string is scanned, REs separated by ' ' are tried from left to right.
When one pattern completely matches, that branch is accepted. This means that once A matches, B will not be tested further, even if it would produce a longer overall match. In other words, the ' ' operator is never greedy. This is an extension notation a '? The first character after the '?
Extensions usually do not create a new group;? Following are the currently supported extensions. One or more letters from the set 'a''i''L''m''s''u''x'. The group matches the empty string; the letters set the corresponding flags: re.
I ignore casere. L locale dependentre. M multi-linere. S dot matches allre. U Unicode matchingand re. X verbosefor the entire regular expression. The flags are described in Module Contents. This is useful if you wish to include the flags as part of the regular expression, instead of passing a flag argument to the re. Flags should be used first in the expression string. A non-capturing version of regular parentheses. Matches whatever regular expression is inside the parentheses, but the substring matched by the group cannot be retrieved after performing a match or referenced later in the pattern.
Zero or more letters from the set 'a''i''L''m''s''u''x'optionally followed by '-' followed by one or more letters from the 'i''m''s''x'. The letters set or remove the corresponding flags: re. X verbosefor the part of the expression. Instead, when one of them appears in an inline group, it overrides the matching mode in the enclosing group. In Unicode patterns? In byte pattern? This override is only in effect for the narrow inline group, and the original matching mode is restored outside of the group.
Similar to regular parentheses, but the substring matched by the group is accessible via the symbolic group name name. Group names must be valid Python identifiers, and each group name must be defined only once within a regular expression. A symbolic group is also a ed group, just as if the group were not named. Named groups can be referenced in three contexts. If the pattern is? A backreference to a named group; it matches whatever text was matched by the earlier group named name.
Matches if This is called a lookahead assertion. For example, Isaac? This is a negative lookahead assertion. For example, Isaac?! Matches if the current position in the string is preceded by a match for This is called a positive lookbehind assertion.
Note that patterns which start with positive lookbehind assertions will not match at the beginning of the string being searched; you will most likely want to use the search function rather than the match function:. Matches if the current position in the string is not preceded by a match for This is called a negative lookbehind assertion.
Similar to positive lookbehind assertions, the contained pattern must only match strings of some fixed length. Patterns which start with negative lookbehind assertions may match at the beginning of the string being searched. Matches the contents of the group of the same. Groups are ed starting from 1. For example. This special sequence can only be used to match one of the first 99 groups.
If the first digit of is 0, or is 3 octal digits long, it will not be interpreted as a group match, but as the character with octal value. Inside the '[' and ']' of a character class, all numeric escapes are treated as characters. Matches the empty string, but only at the beginning or end of a word.
A word is defined as a sequence of word characters. Matches the empty string, but only when it is not at the beginning or end of a word. Matches any Unicode decimal digit that is, any character in Unicode character category [Nd]. This includes and also many other digit characters. Matches any decimal digit; this is equivalent to . Matches any character which is not a decimal digit. Matches any character which is not a whitespace character. Matches Unicode word characters; this includes most characters that can be part of a word in any language, as well as s and the underscore.
Matches any character which is not a word character.Looking for w or m
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