The question in an interview. And I got lost with this one.

Could you guys give some algorithm or idea on  this ?


Write a program that reads a large list of English words (e.g. from /
usr/share/dict/words on a unix system) into memory, and then reads
words from stdin, and prints either the best spelling suggestion, or
"NO SUGGESTION" if no suggestion can be found. The program should
print ">" as a prompt before reading each word, and should loop until
killed.

Your solution should be faster than O(n)

For example:

> sheeeeep
sheep
> peepple
people
> sheeple
NO SUGGESTION
The class of spelling mistakes to be corrected is as follows:

Case (upper/lower) errors: "inSIDE" => "inside"
Repeated letters: "jjoobbb" => "job"
Incorrect vowels: "weke" => "wake"
Any combination of the above types of error in a single word should be
corrected (e.g. "CUNsperrICY" => "conspiracy").

If there are many possible corrections of an input word, your program
can choose one in any way you like. It just has to be an English word
that is a spelling correction of the input by the above rules.

Final step: Write a second program that *generates* words with
spelling mistakes of the above form, starting with correctly spelled
English words. Pipe its output into the first program and verify that
there are no occurrences of "NO SUGGESTION" in the output

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