Hi All,
I need to build a spelling suggestor in ASP.NET... The below are my requirement.
Case 1: My list of words are not just englist words but will also includes some codes like AACD, ESSA, BIMER etc... I may provide such (New) words from Database.
Case 2: I also need a similar spelling suggestor for Non-English Language, Even here, I can provide a list of words from a Database.
Now, Any suggestions as to how I implement the same is welcome.
Further, I found the following Python Code, from a website, which states it returns the most probable suggestion (in english ofcourse). If someone can translate it into C# that would be really helpful.
import re, collections
def words(text): return re.findall('[a-z]+', text.lower())
def train(features):
model = collections.defaultdict(lambda: 1)
for f in features:
model[f] += 1
return model
NWORDS = train(words(file('big.txt').read()))
alphabet = 'abcdefghijklmnopqrstuvwxyz'
def edits1(word):
s = [(word[:i], word[i:]) for i in range(len(word) + 1)]
deletes = [a + b[1:] for a, b in s if b]
transposes = [a + b[1] + b[0] + b[2:] for a, b in s if len(b)>1]
replaces = [a + c + b[1:] for a, b in s for c in alphabet if b]
inserts = [a + c + b for a, b in s for c in alphabet]
return set(deletes + transposes + replaces + inserts)
def known_edits2(word):
return set(e2 for e1 in edits1(word) for e2 in edits1(e1) if e2 in NWORDS)
def known(words): return set(w for w in words if w in NWORDS)
def correct(word):
candidates = known([word]) or known(edits1(word)) or known_edits2(word) or [word]
return max(candidates, key=NWORDS.get)
Thanks - Raja