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Understanding Python re(gex)?

Learn Python Regular Expressions step-by-step from beginner to advanced levels with hundreds of examples and exercises. The standard library re and the third-party regex module are covered in this book. Visit https://youtu.be/2x2n7ynamm8 for a short video about the book.

Understanding Python re(gex)? ebook cover image

The book also includes exercises to test your understanding, which are presented together as a single file in this repo — Exercises.md.

For solutions to the exercises, see Exercise_solutions.md.

You can also use this interactive TUI app to practice most of the exercises from the book.

See Version_changes.md to keep track of changes made to the book.


E-book

  • You can purchase the pdf/epub versions of the book using these links:
    • https://leanpub.com/py_regex
    • https://learnbyexample.gumroad.com/l/py_regex
  • You can also get the book as part of these bundles:
    • All books bundle bundle from https://leanpub.com/b/learnbyexample-all-books or https://learnbyexample.gumroad.com/l/all-books
    • Learn by example Python bundle from https://leanpub.com/b/python-bundle or https://learnbyexample.gumroad.com/l/python-bundle
    • Awesome Regex bundle from https://leanpub.com/b/regex or https://learnbyexample.gumroad.com/l/regex
  • See https://learnbyexample.github.io/books/ for a list of other books

For a preview of the book, see sample chapters.

The book can also be viewed as a single markdown file in this repo. See my blogpost on generating pdf/epub from markdown using pandoc if you are interested in the ebook creation process.

For the web version of the book, visit https://learnbyexample.github.io/py_regular_expressions/


Testimonials

I love your books on regex...As a student from the Digital VLSI space, it is indeed useful now and definitely in the future. It's really well written and really easy to understand the examples.

— feedback on reddit


Feedback and Contributing

⚠️ ⚠️ Please DO NOT submit pull requests. Main reason being any modification requires changes in multiple places.

I would highly appreciate it if you'd let me know how you felt about this book. It could be anything from a simple thank you, pointing out a typo, mistakes in code snippets, which aspects of the book worked for you (or didn't!) and so on. Reader feedback is essential and especially so for self-published authors.

You can reach me via:

  • Issue Manager: https://github.com/learnbyexample/py_regular_expressions/issues
  • E-mail: echo 'bGVhcm5ieWV4YW1wbGUubmV0QGdtYWlsLmNvbQo=' | base64 --decode
  • Twitter: https://twitter.com/learn_byexample

Table of Contents

  1. Preface
  2. Why is it needed?
  3. re introduction
  4. Anchors
  5. Alternation and Grouping
  6. Escaping metacharacters
  7. Dot metacharacter and Quantifiers
  8. Interlude: Tools for debugging and visualization
  9. Working with matched portions
  10. Character class
  11. Groupings and backreferences
  12. Interlude: Common tasks
  13. Lookarounds
  14. Flags
  15. Unicode
  16. regex module
  17. Gotchas
  18. Further Reading

Acknowledgements

  • Python documentation — manuals and tutorials
  • /r/learnpython/, /r/Python/ and /r/regex/ — helpful forums for beginners and experienced programmers alike
  • stackoverflow — for getting answers to pertinent questions on Python and regular expressions
  • tex.stackexchange — for help on pandoc and tex related questions
  • canva — cover image
  • Warning and Info icons by Amada44 under public domain
  • oxipng, pngquant and svgcleaner — optimizing images
  • David Cortesi for helpful feedback on both the technical content and grammar issues
  • Kye and gmovchan for spotting a typo
  • Hugh's email exchanges helped me significantly to improve the presentation of concepts and exercises
  • Christopher Patti for reviewing the book, providing feedback and brightening the day with kind words
  • Users 73tada, DrBobHope, nlomb and others for feedback in this reddit thread
  • mdBook — for web version of the book
    • mdBook-pagetoc — for adding table of contents for each chapter
    • minify-html — for minifying html files

Special thanks to Al Sweigart. His Automate the Boring Stuff book was instrumental for me to get started with Python.


License

The book is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

The code snippets are licensed under MIT, see LICENSE file.

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Learn Python Regular Expressions step by step from beginner to advanced levels

learnbyexample.github.io/py_regular_expressions/

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