Note that most implementations of both parser combinators and regexes can fail very badly (exponential time). Never use either on untrusted input, unless you can prove your implementation lets you stay linear.
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They can take exponential space, though, so I'm not sure why knowing you'll be able to process the data in linear time is supposed to keep you safe.