Regular expressions for objects
Lacking a propper name, REfO stands for “Regular Expressions for Objects”.
It’s a python library that supplies a functionality very similar to the python
re module (regular expressions) but for arbitrary sequences of objects
instead of strings (sequences of characters).
In addition to that, it’s possible to match each object in a sequence with not only equality, but an arbitrary python function. For example, if you have a sequence of integers you can make a regular expression that asks for a even number followed by a prime number followed by a 3-divisible number.
This software was written by Rafael Carrascosa while working at Machinalis in the first months of 2012.
Contact: firstname.lastname@example.org or rafacarrascosa xyz gmail.com (replace ” xyz ” with “@”)
How to use it
The syntax is a little bit different than python’s re, and similar to that of pyparsing, you have to more-or-less explicitly build the syntax tree of your regular expression. For instance:
Literal("a") + Literal("b")
a = Literal(“a”) b = Literal(“b”) regex = Plus(a + b) | Star(b + b, greedy=False)
You can also assign a group to any sub-match and later on retrieve the matched content, for instance:
regex = Group(Plus(a + b), “foobar”) | (b + b) m = match(regex, “abab”) print m.span(“foobar”) # prints (0, 4)
For more, check out the examples in the examples folder.
How we use it
At Machinalis we use REfO for applications similar to that in
examples/words.py, check it out!
About the implementation
I use a Thompson-like virtual machine aproach, which ensures polynomial time
worst-case complexity. See
examples/poly_time.py for an example of this.
The implementation is heavily based on Russ Cox notes, see http://swtch.com/~rsc/regexp/regexp2.html for the source.
If you go to read the code, some glossary:
- RE – regular expression
- VM – virtual machine
- Epsilon transitions – All VM instructions that do not consume a symbol
- or stop the thread (for example an Accept).
Thanks Russ Cox for sharing the awesome info and insights on your web site.
Thanks Javier Mansilla for reviewing the code and being enthusiastic about it.
Thanks Machinalis for everything :)