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Ngram library base in Tony Byrne code
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# | |
# Extract uni, bi, and trigrams. | |
# | |
# "one two three".ngram(1) # unigrams | |
# "one two three".ngram(2) # bigrams | |
# "one two three".ngram(3) # trigrams | |
# | |
module Ngram | |
TOKENIZER_REGEX = /[[:word:]'’\-\£\€]+/ | |
# Split a text into Ngrams | |
# | |
# @param [Fixnum] n ngram size | |
# @param [Boolean] :join the output ngram as a string | |
# @return [Array] ngrams array | |
def ngram(n = 1, join: true) | |
if join | |
ngram_to_a(n).map {|n| n.join(' ')} | |
else | |
ngram_to_a(n) | |
end | |
end | |
def ngram_to_a(n = 1) | |
ngram_tokenizer.each_cons(n).to_a | |
end | |
# Call #ngram and aggregate result | |
# | |
# @param [Range] range to use | |
# @param [Boolean] :join result in a string | |
# @param [Boolean] :flatten result array to 1 dimension | |
# @return [Array] ngrams array | |
def ngrams(range = 1..3, join: true, flatten: true) | |
return ngram(range, join: join) if range.is_a?(Fixnum) | |
res = [] | |
range.each do |n| | |
res << ngram(n, join: join) | |
end | |
flatten ? res.flatten! : res | |
end | |
def ngram_tokenizer | |
self.downcase.scan(TOKENIZER_REGEX) | |
end | |
end | |
class String | |
include Ngram | |
end |
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