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What is Regex? Definition, Benefits, and How to Create One

Last updated: Apr 17, 2024

What is Regex? Definition, Benefits, and How to Create One
Cover image: Illustration of regex as a technique used in programming.

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What is regex? Regular expressions or regex is a technique used in programming to match string patterns with specific practices such as searching, replacing, and manipulating strings to develop more powerful applications.

The role of regex can be seen when you use an application that asks for a password. When creating a password, the application will usually ask you to use capital letters, numbers, and symbols for better security. 

By understanding what is regex, the program can check that the password you create meets the security criteria.

Let's learn more about regex, its benefits, components, symbols, and how to create it in this article!

 

What is Regex?

Illustration of regular expressions (regex).
Figure: Illustration of regular expressions (regex).

What is regex? Regular expressions or regex are a set of characters that define a search pattern in a string (text). Normally, regexes are used to search and manipulate strings. 

For example, in web development, regexes are used to validate user input or search for specific character sets in complex text. In addition, it is also often used in data science to quickly clean and process data.

Regexes are written using a combination of special characters (to find patterns in the text) and literal characters (to match specific words or phrases).

For example, if you want to match a string that starts with "ABC" and ends with "xyz". You may apply the following regex “/^ABC.*xyz$/.
 

The Benefits of Regex

Apart from understanding what is regex, you also need to know the benefits of this character set.

Regex has great benefits in various fields, such as web development to data science. The benefits of regex are as follows: 

  • Data Validation: Automatically checks various types of data and ensures that the data entered or processed is in compliance with the needs of the application or system being used. For example, in previous password generation, regex is useful for validating and increasing password security. 
  • String Search: Identifies relevant information and quickly filters data according to desired patterns.
  • Find and Replace: Perform find and replace operations effectively without having to perform manual replacements one by one.


The Components of Regex

After getting to know what is regex and its benefits, here are some regex components to support searching and processing certain patterns in strings that you should know.

 

1. Anchors

Anchors are symbols used to match the start and end points of a string or line of text. For example, ^ is used to match the beginning of a string, while $ is used to match the end of the string.

 

2. Quantifiers

Quantifiers are a subset of regexes that are useful for determining the number of times a character or character class should match. For example, * to match zero or more occurrences of the previous character.

 

3. Character Classes

Character classes are useful for specifying a specific set of characters in a search pattern. For instance, you may apply \d to match digits (0-9), or \w to match alphanumeric characters (a-zA-Z0-9).

 

4. Alternation

Alternation is a part of regex that is useful for determining some search patterns that might match. For example, the symbol | is used to match one of two characters or character classes.

 

The Symbol of Regex and Its Meaning

Besides understanding what is regex and its components, you also need to understand regex symbols that have specific meanings for building string search patterns. Here is the explanation:

  • Period (.): Adjusts to any single character, except the end of a line.
  • Carat (^): Customizes terms that appear at the beginning of a paragraph or line.
  • Carat inside a bracket ([^]): Customizes any character except those listed inside the brackets.
  • Dollar sign ($): Customizes terms that appear at the end of a paragraph or line.
  • Square brackets ([]): Specifies a group of characters to be matched.
  • Hyphen (-): Represents a range of letters or numbers, often used inside brackets.
  • Parentheses (()): Groups one or more regular expressions.
  • Curly brackets with 1 number inside it ({n}): Adjusts exactly n times the previous character.
  • Curly brackets with 2 numbers inside it ({n,m}): Adjusts the minimum and maximum number of times the previous character.
  • Curly brackets with a number and a comma ({n,}): Adjusts the minimum number of the previous character.
  • Pipe (|): Adjusts one of the two given regular expressions.
  • Question mark (?): Adjust the 1 or 0 characters before the question mark.
  • Asterisk (*): Customizes 0 or more characters before the star.
  • Plus (+): Customizes 1 or more characters before the plus sign.
  • Exclamation (!): Does not adjust to the next character or regular expression.
  • Backslash (\): Outputs special characters as literal characters.
  • Backslash and b (\b): Adjusts word boundaries.
  • Backslash and n (\n): Represents a line break.
  • Backslash and t (\t): Represents a tab.
  • Backslash and w (\w): Customizes alphanumeric or underscore characters.
  • Backslash and d (\d): Customizes digits 0 to 9.
  • Alpha character ([:alpha:]) or ([A-Za-z]): Represents an alphabetic character.
  • Digit ([:digit:]) or ([0-9]) or ([\d]): Represents a digit.
  • Alphanumeric character ([:alnum:]) or ([A-Za-z0-9]): Represents an alphanumeric character.

 

How to Create a Regex

Illustration of what regex is in programming.
Figure 2: Illustration of what regex is in programming.

If you've mastered the concept of what is regex, it's time for you to learn how to create regex.

To create regex, you need to understand the patterns that you want to find in a text. Here are some ways to create a regex that you can follow:

 

1. Define the Pattern 

The first step is to determine the pattern you want to look for in the text and think of a pattern to break it into a condition. For example, if you want to match all strings containing the word "cat":

  • Look for specific sequences of three letters, not just combinations that include those letters.
  • Find the word "cat" both as a separate word and as part of a longer word.
  • Understand that "cat" is a common sequence of letters.
  • Realize that "paint" can appear at the beginning, end, or in the middle of a word.

Additionally, consider some other parameters as well, such as:

  • Will you be matching uppercase and lowercase letters?
  • Will punctuation or symbols affect the results?
  • What about strings that contain multiple occurrences of the word "cat"?
  • Will you match strings that contain the word "cat" but have other words before or after it?

 

2. Create Regex 

After determining the pattern you want, the next step is to create a regex according to your needs, for example:

  • \w+cat\w+: This regex will match any sequence of characters containing the word "cat". However, it may return irrelevant results.
  • \bc?at\b: This regex is more specific and only matches looking for the string "cat" in the beginning or middle and ignores punctuation or other characters.
  • Case Sensitivity: If you don't want your search to be case sensitive, add an "i" flag to the end of the regex. For example, "/\w+cat\w+/i".
  • Multiple Instances: If you want to find multiple occurrences of a pattern in a string, you can use a wildcard (*) to match any number of characters. For example "\w+cat\w*cat\w+".
  • Exact Pattern Matching: If you want to find an exact pattern, use the caret (^) and dollar sign ($) to mark the beginning and end of the string. For example, "^cat$" will match the exact string "cat".

 

3. Test the Regex 

After creating a search pattern with regex, the next step is to test it. This is to ensure that the regex matches the searched string. 

In this stage, you can use tools like RegExr or Regex101 to test the regexes directly and ensure that they match the right data. 

The purpose of this testing is to find any errors or pattern issues before starting to write code to save time and effort.

 

4. Use Regex 

The last step is to implement it into the code. Given that there are many programming languages, there are some special methods and functions that you can use to implement regex.

For example, in JavaScript, it uses the String.prototype.match() method. While in Python, it uses the re.search() function. 

By using and understanding what is regex, you can perform pattern matching in text to find strings according to the specified pattern.

 

This is a complete explanation of what is regex, its benefits, its components, and how to create it. 

With a strong understanding of Regex, you can increase efficiency in manipulating and processing strings in various programming contexts.

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