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The origin re.match just do a simple job, using find and slicing is more efficient.
I find this problem when parsing large files, and my patterns only use simple field name like 'aaa'. (I think simple name is the common case, which should be optimized). What I did with the large file is like this:
Here is the timing and profiling by ipython: