Created
October 16, 2014 01:18
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A spelling checker / Levenshtein distance finder in Go
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package main | |
import ( | |
"bufio" | |
"fmt" | |
"log" | |
"os" | |
"strconv" | |
"strings" | |
"time" | |
) | |
func loadWordList() []string { | |
f, err := os.Open("assets_scrabble_words3.txt") | |
if err != nil { | |
log.Fatalf("WARN: %v\n", err) | |
} | |
defer f.Close() | |
wordlist := make([]string, 0, 40000) | |
scnr := bufio.NewScanner(f) | |
for scnr.Scan() { | |
ln := strings.TrimSpace(scnr.Text()) | |
if len(ln) != 0 { | |
wordlist = append(wordlist, ln) | |
} | |
} | |
if err = scnr.Err(); err != nil { | |
log.Fatalf("Error reading in wordlist: %v\n", err) | |
} | |
return wordlist | |
} | |
// implementation of branchFreeMin | |
func min(x, y int) int { | |
xy := x - y | |
r := y + (xy & (xy >> 63)) | |
return r | |
} | |
func abs(x int) int { | |
switch { | |
case x < 0: | |
return -x | |
case x == 0: | |
return 0 // return correctly abs(-0) | |
} | |
return x | |
} | |
func orderByLengthRunes(word1, word2 []rune) ([]rune, []rune) { | |
if len(word1) >= len(word2) { | |
return word1, word2 | |
} | |
return word2, word1 | |
} | |
// assumption: len(word1) >= len(word2) | |
func goToMismatch(word1, word2 []rune) ([]rune, []rune) { | |
for len(word2) > 0 { | |
if word1[0] != word2[0] { | |
return word1, word2 | |
} | |
word1 = word1[1:] | |
word2 = word2[1:] | |
} | |
return word1, word2 | |
} | |
// | |
// Returns position of first match of matchLetter in run within 0..forwardPositions | |
// or 0..len(word), whichever is smaller. Returns -1 if no match found within | |
// that range | |
// | |
func indexMatch(matchLetter rune, word []rune, forwardPositions int) int { | |
forwardPos := min(len(word), forwardPositions) | |
for i := 0; i < forwardPos; i++ { | |
if word[i] == matchLetter { | |
return i | |
} | |
} | |
return -1 | |
} | |
func fuzzyMatch(word1, word2 []rune, remainingMismatches int) bool { | |
if abs(len(word1)-len(word2)) > remainingMismatches { | |
return false | |
} | |
var ( | |
matchPos int | |
w1, w2 []rune // w1 is the longer of two rune slices | |
) | |
w1, w2 = orderByLengthRunes(word1, word2) | |
for len(w1) > 0 { | |
w1, w2 = goToMismatch(w1, w2) | |
if len(w2) == 0 { | |
remainingMismatches -= len(w1) | |
break | |
} | |
matchPos = indexMatch(w1[0], w2[1:], remainingMismatches) | |
if matchPos >= 0 { | |
if fuzzyMatch(w1, w2[1+matchPos:], remainingMismatches-(matchPos+1)) { | |
return true | |
} | |
} | |
matchPos = indexMatch(w2[0], w1[1:], remainingMismatches) | |
if matchPos >= 0 { | |
if fuzzyMatch(w2, w1[1+matchPos:], remainingMismatches-(matchPos+1)) { | |
return true | |
} | |
} | |
// if both directions fail, dec remainingMismatches and advance 1 in each rune slice | |
remainingMismatches -= 1 | |
if remainingMismatches < 0 { | |
return false | |
} | |
w1 = w1[1:] | |
w2 = w2[1:] | |
} | |
return remainingMismatches >= 0 | |
} | |
func MustAtoi(s string) int { | |
i, err := strconv.Atoi(s) | |
if err != nil { | |
panic(err) | |
} | |
return i | |
} | |
func main() { | |
word := []rune(os.Args[1]) | |
allowedMismatches := MustAtoi(os.Args[2]) | |
var wordlist, matchingWords []string | |
wordlist = loadWordList() | |
start := time.Now() | |
matchingWords = make([]string, 0, 10) | |
for _, candidate := range wordlist { | |
if fuzzyMatch(word, []rune(candidate), allowedMismatches) { | |
matchingWords = append(matchingWords, candidate) | |
} | |
} | |
end := time.Now() | |
fmt.Printf("Matches: %v\n", matchingWords) | |
fmt.Printf("Duration (excluding load dataset from file): %v\n", end.Sub(start)) | |
} |
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