Remove language detection through cld3 (#17478)
* Remove language detection through cld3 * Update app/helpers/languages_helper.rb Co-authored-by: Yamagishi Kazutoshi <ykzts@desire.sh> Co-authored-by: Yamagishi Kazutoshi <ykzts@desire.sh>
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16 changed files with 238 additions and 348 deletions
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@ -112,7 +112,7 @@ class ActivityPub::Activity::Create < ActivityPub::Activity
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url: @status_parser.url || @status_parser.uri,
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account: @account,
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text: converted_object_type? ? converted_text : (@status_parser.text || ''),
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language: @status_parser.language || detected_language,
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language: @status_parser.language,
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spoiler_text: converted_object_type? ? '' : (@status_parser.spoiler_text || ''),
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created_at: @status_parser.created_at,
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edited_at: @status_parser.edited_at,
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@ -370,10 +370,6 @@ class ActivityPub::Activity::Create < ActivityPub::Activity
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Formatter.instance.linkify([@status_parser.title.presence, @status_parser.spoiler_text.presence, @status_parser.url || @status_parser.uri].compact.join("\n\n"))
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end
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def detected_language
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LanguageDetector.instance.detect(@status_parser.text, @account) if supported_object_type?
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end
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def unsupported_media_type?(mime_type)
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mime_type.present? && !MediaAttachment.supported_mime_types.include?(mime_type)
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end
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@ -1,101 +0,0 @@
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# 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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@ -2,6 +2,7 @@
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class LinkDetailsExtractor
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include ActionView::Helpers::TagHelper
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include LanguagesHelper
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# Some publications wrap their JSON-LD data in their <script> tags
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# in commented-out CDATA blocks, they need to be removed before
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@ -218,14 +219,6 @@ class LinkDetailsExtractor
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nil
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end
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def valid_locale_or_nil(str)
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return nil if str.blank?
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code, = str.split(/_-/) # Strip out the region from e.g. en_US or ja-JA
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locale = ISO_639.find(code)
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locale&.alpha2
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end
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def link_tag(name)
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document.xpath("//link[@rel=\"#{name}\"]").map { |link| link['href'] }.first
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end
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