I cannot answer your question with 100% certainty, but I can give you an opinion.
I find that choosing the right grammar and manual parser reger often comes down to how uniform the input is.
If the input is very uniform and you already know a language that is well-versed in strings, like Python or Perl, I would preserve the existing code.
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