Awesome

pattern-match-2d.js

An algorithm for fast 2D pattern-matching with wildcards, with a demo app inspired by MarkovJunior (by Maxim Gumin).

The algorithm uses a DFA to match individual rows of patterns in the rows of the grid, then another DFA to match the whole patterns by recognising vertical sequences of row matches. Scanning a rectangular area of the grid takes O((w + a)(h + b) + m) time where w, h are the width and height of the area, a, b are the maximum width and height of any pattern, and m is the the number of matches which were either made or broken in the scanned area.