abdelkrimdev / follow-the-white-rabbit

Trustpilot backend developer coding challenge done in C#. The goal is to find 3 anagrams from a list of 99175 words in a specific order which matches the given MD5 hash values.

Follow The White Rabbit

Solution to the TrustPilot "follow the white rabbit" coding challenge done in C#.

Performance

The easy one could be found in just 2 secs, the medium one took 50 secs and the hard one should be resolved in about 30 mins.

Usage

$ dotnet run
Please type the key phrase: trustpilot wants you
Minimum word length: 2
Number of words per anagram: 4
Loading file...
Excluding impossible words...
Building words tree...
Jumping into the hole...
+------------------------------------------------+
|                                                |
         - printout stout yawls
         - ty outlaws printouts
         - wu lisp not statutory
|                                                |
+------------------------------------------------+
Saving results...
DONE!!!

Strategy

• Filter down the wordlist to only contain words that could be part of the secret phrase.
• Store the wordlist into a prefix tree, so we can group words with the same prefix.

                             '^'
                            /   \
                           /     \
                         'h'     'w'
                          |       |
                          |       |
                         'e'     'o'
                          |        \
                          |         \
                         'l'        'r'
                          |        / | \
                          |       /  |  \
                         'l*'   'd*''k*''l'
                          |              |
                          |              |
                         'o*'           'd*'

• Iterate over all characters from the key phrase.
• Going through the Trie and try to build an anagram for the key phrase.
• Each time it consumes all characters from the key phrase, it adds a new candidate to the list.
• Hash each of the anagrams and check if it matches.