Does Python use NFAs for regular expression evaluation in the re module?
Does anybody know if Python (any version) used NFAs (Non-Deterministic Finite Automata) to evaluate regular expressions or does it use some other mechanism? Please provide links/refe开发者_如何学Pythonrence if available.
This should take less than a ms on a DFA:
$ time python3 -c 'import re; re.match("a?"*25+"a"*25, "a"*25)'
real 0m7.273s
Change 25 with 100 and it won't terminate for a lifetime.
Here is how it looks on a DFA (grep):
$ time echo "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa" |grep "a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?a\?aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa"
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
real 0m0.063s
There is a great discussion of the topic at http://swtch.com/~rsc/regexp/regexp1.html
NFA.
See Friedl's Mastering Regular Expressions, 3rd edition, chapter 4 - table 4-1, page 145.
Google books has a preview to it.
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