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Regular expressions by using a natural language syntax

Project description

RGXX - Natural Language Regex Generator

A minimal Python library powered by Rust and PyO3 for generating regular expressions using natural language chainable functions.

Overview

This project provides a Python library that simplifies the creation of regular expressions by using a natural language syntax. It leverages Rust's performance and safety, with PyO3 bridging Rust and Python, to deliver an ultra-minimal runtime with zero dependencies.

Features

  • Zero-Dependency and Ultra-Minimal Runtime: Designed to be lightweight with no external dependencies, ensuring fast execution and minimal overhead.
  • Pure RegExp Compilation: Generates standard regular expressions compatible with Python's re module and other regex engines.
  • Automatically Typed Capture Groups: Easily define named capture groups that are automatically recognized, simplifying pattern matching and data extraction.
  • Natural Language Syntax: Utilize chainable functions that read like natural language, enhancing code readability and maintainability.
  • IDE Support: Generated regular expressions display on hover in supported IDEs, aiding in development and debugging.

Installation

Install the library using pip:

pip install rgxx

Usage

Here's how you can use the library to create a regular expression for matching dates in the YYYY-MM-DD format:

python

Copy code

from rgxx import digit, exactly, any_of, RegExp 


# Define the components of the date pattern 
year = digit().times(4).grouped_as('year') 
month = any_of(
        exactly('0') & digit(), 
        exactly('10'), exactly('11'), 
        exactly('12')
    ).grouped_as('month') 
day = any_of(
        exactly('0') & digit(), 
        exactly('1') & digit(), 
        exactly('2') & digit(), 
        exactly('30'), exactly('31')
    ).grouped_as('day')
    
# Combine the components into a single RegExp object
date_pattern = RegExp(year, exactly('-'), month, exactly('-'), day)
print(date_pattern.compile())

Output:

`(?P<year>(\d){4})\-(?P<month>((0)\d|10|11|12))\-(?P<day>((0)\d|(1)\d|(2)\d|30|31))`

Example Usage with Python's **re** Module:

import re

# Compile the generated regular expression
date_regex = re.compile(date_pattern.compile())

# Match a date string
match = date_regex.match('2023-10-05')
if match:
    print(match.group('year'))   # Output: 2023
    print(match.group('month'))  # Output: 10
    print(match.group('day'))    # Output: 05

Documentation

  • **digit()**: Matches any single digit (\d).
  • **exactly(s)**: Matches the exact string s, escaping special regex characters.
  • **any_of(*patterns)**: Matches any one of the provided patterns.
  • Chaining Methods:
    • **.times(n)**: Repeats the pattern exactly n times.
    • **.grouped_as(name)**: Names the capture group as name.
    • **.and(other)** or **&**: Concatenates the current pattern with another.

Contributing

Contributions are welcome! Please follow these steps:

  1. Fork the repository.
  2. Create a new branch for your feature or bug fix.
  3. Commit your changes with clear messages.
  4. Open a pull request describing your changes.

License

This project is licensed under the MIT License.


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