Re compile in python w3schools


A RegEx, or Regular Expression, is a sequence of characters that forms a search pattern.

RegEx can be used to check if a string contains the specified search pattern.


RegEx Module

Python has a built-in package called re, which can be used to work with Regular Expressions.

Import the re module:


RegEx in Python

When you have imported the re module, you can start using regular expressions:

Example

Search the string to see if it starts with "The" and ends with "Spain":

import re

txt = "The rain in Spain"
x = re.search("^The.*Spain$", txt)

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RegEx Functions

The re module offers a set of functions that allows us to search a string for a match:

FunctionDescription
findall Returns a list containing all matches
search Returns a Match object if there is a match anywhere in the string
split Returns a list where the string has been split at each match
sub Replaces one or many matches with a string


Metacharacters

Metacharacters are characters with a special meaning:

CharacterDescriptionExampleTry it
[] A set of characters "[a-m]" Try it »
\ Signals a special sequence (can also be used to escape special characters) "\d" Try it »
. Any character (except newline character) "he..o" Try it »
^ Starts with "^hello" Try it »
$ Ends with "planet$" Try it »
* Zero or more occurrences "he.*o" Try it »
+ One or more occurrences "he.+o" Try it »
? Zero or one occurrences "he.?o" Try it »
{} Exactly the specified number of occurrences "he.{2}o" Try it »
| Either or "falls|stays" Try it »
() Capture and group    

Special Sequences

A special sequence is a \ followed by one of the characters in the list below, and has a special meaning:

CharacterDescriptionExampleTry it
\A Returns a match if the specified characters are at the beginning of the string "\AThe" Try it »
\b Returns a match where the specified characters are at the beginning or at the end of a word
(the "r" in the beginning is making sure that the string is being treated as a "raw string")
r"\bain"
r"ain\b"
Try it »
Try it »
\B Returns a match where the specified characters are present, but NOT at the beginning (or at the end) of a word
(the "r" in the beginning is making sure that the string is being treated as a "raw string")
r"\Bain"
r"ain\B"
Try it »
Try it »
\d Returns a match where the string contains digits (numbers from 0-9) "\d" Try it »
\D Returns a match where the string DOES NOT contain digits "\D" Try it »
\s Returns a match where the string contains a white space character "\s" Try it »
\S Returns a match where the string DOES NOT contain a white space character "\S" Try it »
\w Returns a match where the string contains any word characters (characters from a to Z, digits from 0-9, and the underscore _ character) "\w" Try it »
\W Returns a match where the string DOES NOT contain any word characters "\W" Try it »
\Z Returns a match if the specified characters are at the end of the string "Spain\Z" Try it »

Sets

A set is a set of characters inside a pair of square brackets [] with a special meaning:

SetDescriptionTry it
[arn] Returns a match where one of the specified characters (a, r, or n) is present Try it »
[a-n] Returns a match for any lower case character, alphabetically between a and n Try it »
[^arn] Returns a match for any character EXCEPT a, r, and n Try it »
[0123] Returns a match where any of the specified digits (0, 1, 2, or 3) are present Try it »
[0-9] Returns a match for any digit between 0 and 9 Try it »
[0-5][0-9] Returns a match for any two-digit numbers from 00 and 59 Try it »
[a-zA-Z] Returns a match for any character alphabetically between a and z, lower case OR upper case Try it »
[+] In sets, +, *, ., |, (), $,{} has no special meaning, so [+] means: return a match for any + character in the string Try it »

The findall() Function

The findall() function returns a list containing all matches.

Example

Print a list of all matches:

import re

txt = "The rain in Spain"
x = re.findall("ai", txt)
print(x)

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The list contains the matches in the order they are found.

If no matches are found, an empty list is returned:

Example

Return an empty list if no match was found:

import re

txt = "The rain in Spain"
x = re.findall("Portugal", txt)
print(x)

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The search() Function

The search() function searches the string for a match, and returns a Match object if there is a match.

If there is more than one match, only the first occurrence of the match will be returned:

Example

Search for the first white-space character in the string:

import re

txt = "The rain in Spain"
x = re.search("\s", txt)

print("The first white-space character is located in position:", x.start())

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If no matches are found, the value None is returned:

Example

Make a search that returns no match:

import re

txt = "The rain in Spain"
x = re.search("Portugal", txt)
print(x)

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The split() Function

The split() function returns a list where the string has been split at each match:

Example

Split at each white-space character:

import re

txt = "The rain in Spain"
x = re.split("\s", txt)
print(x)

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You can control the number of occurrences by specifying the maxsplit parameter:

Example

Split the string only at the first occurrence:

import re

txt = "The rain in Spain"
x = re.split("\s", txt, 1)
print(x)

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The sub() Function

The sub() function replaces the matches with the text of your choice:

Example

Replace every white-space character with the number 9:

import re

txt = "The rain in Spain"
x = re.sub("\s", "9", txt)
print(x)

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You can control the number of replacements by specifying the count parameter:

Example

Replace the first 2 occurrences:

import re

txt = "The rain in Spain"
x = re.sub("\s", "9", txt, 2)
print(x)

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Match Object

A Match Object is an object containing information about the search and the result.

Note: If there is no match, the value None will be returned, instead of the Match Object.

Example

Do a search that will return a Match Object:

import re

txt = "The rain in Spain"
x = re.search("ai", txt)
print(x) #this will print an object

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The Match object has properties and methods used to retrieve information about the search, and the result:

.span() returns a tuple containing the start-, and end positions of the match.
.string returns the string passed into the function
.group() returns the part of the string where there was a match

Example

Print the position (start- and end-position) of the first match occurrence.

The regular expression looks for any words that starts with an upper case "S":

import re

txt = "The rain in Spain"
x = re.search(r"\bS\w+", txt)
print(x.span())

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Example

Print the string passed into the function:

import re

txt = "The rain in Spain"
x = re.search(r"\bS\w+", txt)
print(x.string)

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Example

Print the part of the string where there was a match.

The regular expression looks for any words that starts with an upper case "S":

import re

txt = "The rain in Spain"
x = re.search(r"\bS\w+", txt)
print(x.group())

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Note: If there is no match, the value None will be returned, instead of the Match Object.



What is re compile in Python?

Python's re. compile() method is used to compile a regular expression pattern provided as a string into a regex pattern object ( re. Pattern ). Later we can use this pattern object to search for a match inside different target strings using regex methods such as a re. match() or re.search() .

Why do we use re compile in Python?

The re. compile(pattern, repl, string): We can combine a regular expression pattern into pattern objects, which can be used for pattern matching. It also helps to search a pattern again without rewriting it.

How do you're match in Python?

Python has a module named re to work with RegEx. Here's an example: import re pattern = '^a...s$' test_string = 'abyss' result = re. match(pattern, test_string) if result: print("Search successful.") else: print("Search unsuccessful.")

What is import re in Python?

Regular expression or RegEx in Python is denoted as RE (REs, regexes or regex pattern) are imported through re module. Python supports regular expression through libraries. RegEx in Python supports various things like Modifiers, Identifiers, and White space characters.