102 lines
2.4 KiB
Ruby
102 lines
2.4 KiB
Ruby
# frozen_string_literal: true
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class LanguageDetector
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include Singleton
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WORDS_THRESHOLD = 4
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RELIABLE_CHARACTERS_RE = /[\p{Hebrew}\p{Arabic}\p{Syriac}\p{Thaana}\p{Nko}\p{Han}\p{Katakana}\p{Hiragana}\p{Hangul}\p{Thai}]+/m
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def initialize
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@identifier = CLD3::NNetLanguageIdentifier.new(1, 2048)
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end
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def detect(text, account)
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input_text = prepare_text(text)
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return if input_text.blank?
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detect_language_code(input_text) || default_locale(account)
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end
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def language_names
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@language_names = CLD3::TaskContextParams::LANGUAGE_NAMES.map { |name| iso6391(name.to_s).to_sym }.uniq
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end
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private
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def prepare_text(text)
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simplify_text(text).strip
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end
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def unreliable_input?(text)
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!reliable_input?(text)
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end
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def reliable_input?(text)
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sufficient_text_length?(text) || language_specific_character_set?(text)
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end
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def sufficient_text_length?(text)
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text.split(/\s+/).size >= WORDS_THRESHOLD
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end
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def language_specific_character_set?(text)
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words = text.scan(RELIABLE_CHARACTERS_RE)
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if words.present?
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words.reduce(0) { |acc, elem| acc + elem.size }.to_f / text.size > 0.3
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else
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false
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end
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end
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def detect_language_code(text)
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return if unreliable_input?(text)
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result = @identifier.find_language(text)
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iso6391(result.language.to_s).to_sym if result&.reliable?
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end
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def iso6391(bcp47)
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iso639 = bcp47.split('-').first
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# CLD3 returns grandfathered language code for Hebrew
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return 'he' if iso639 == 'iw'
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ISO_639.find(iso639).alpha2
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end
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def simplify_text(text)
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new_text = remove_html(text)
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new_text.gsub!(FetchLinkCardService::URL_PATTERN, '\1')
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new_text.gsub!(Account::MENTION_RE, '')
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new_text.gsub!(Tag::HASHTAG_RE) { |string| string.gsub(/[#_]/, '#' => '', '_' => ' ').gsub(/[a-z][A-Z]|[a-zA-Z][\d]/) { |s| s.insert(1, ' ') }.downcase }
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new_text.gsub!(/:#{CustomEmoji::SHORTCODE_RE_FRAGMENT}:/, '')
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new_text.gsub!(/\s+/, ' ')
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new_text
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end
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def new_scrubber
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scrubber = Rails::Html::PermitScrubber.new
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scrubber.tags = %w(br p)
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scrubber
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end
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def scrubber
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@scrubber ||= new_scrubber
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end
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def remove_html(text)
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text = Loofah.fragment(text).scrub!(scrubber).to_s
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text.gsub!('<br>', "\n")
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text.gsub!('</p><p>', "\n\n")
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text.gsub!(/(^<p>|<\/p>$)/, '')
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text
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end
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def default_locale(account)
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account.user_locale&.to_sym || I18n.default_locale if account.local?
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end
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end
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