2019-12-05 17:51:33 +05:30
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module Searchable
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extend ActiveSupport::Concern
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included do
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include Elasticsearch::Model
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# Customize the index name
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#
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index_name [Rails.application.engine_name, Rails.env].join('_')
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# Set up index configuration and mapping
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#
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settings index: { number_of_shards: 1, number_of_replicas: 0 } do
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mapping do
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indexes :title, type: 'text' do
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indexes :title, analyzer: 'snowball'
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indexes :tokenized, analyzer: 'simple'
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end
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indexes :content, type: 'text' do
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indexes :content, analyzer: 'snowball'
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indexes :tokenized, analyzer: 'simple'
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end
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indexes :published_on, type: 'date'
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indexes :authors do
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indexes :full_name, type: 'text' do
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indexes :full_name
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indexes :raw, type: 'keyword'
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end
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end
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2020-03-09 13:42:32 +05:30
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indexes :categories, type: 'keyword'
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indexes :comments, type: 'nested' do
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indexes :body, analyzer: 'snowball'
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indexes :stars
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indexes :pick
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indexes :user, type: 'keyword'
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indexes :user_location, type: 'text' do
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indexes :user_location
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indexes :raw, type: 'keyword'
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end
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end
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end
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end
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# Set up callbacks for updating the index on model changes
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#
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after_commit lambda { Indexer.perform_async(:index, self.class.to_s, self.id) }, on: :create
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after_commit lambda { Indexer.perform_async(:update, self.class.to_s, self.id) }, on: :update
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after_commit lambda { Indexer.perform_async(:delete, self.class.to_s, self.id) }, on: :destroy
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after_touch lambda { Indexer.perform_async(:update, self.class.to_s, self.id) }
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# Customize the JSON serialization for Elasticsearch
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#
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def as_indexed_json(options={})
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hash = self.as_json(
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include: { authors: { methods: [:full_name], only: [:full_name] },
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comments: { only: [:body, :stars, :pick, :user, :user_location] }
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})
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hash['categories'] = self.categories.map(&:title)
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hash
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end
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# Return documents matching the user's query, include highlights and aggregations in response,
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# and implement a "cross" faceted navigation
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#
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# @param q [String] The user query
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# @return [Elasticsearch::Model::Response::Response]
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#
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def self.search(q, options={})
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@search_definition = Elasticsearch::DSL::Search.search do
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query do
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# If a user query is present...
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#
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unless q.blank?
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bool do
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# ... search in `title`, `abstract` and `content`, boosting `title`
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#
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should do
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multi_match do
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query q
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fields ['title^10', 'abstract^2', 'content']
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operator 'and'
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end
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end
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# ... search in comment body if user checked the comments checkbox
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#
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if q.present? && options[:comments]
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should do
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nested do
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path :comments
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query do
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multi_match do
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query q
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fields 'comments.body'
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operator 'and'
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end
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end
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end
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end
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end
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end
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# ... otherwise, just return all articles
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else
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match_all
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end
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end
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# Filter the search results based on user selection
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#
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post_filter do
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bool do
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must { term categories: options[:category] } if options[:category]
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must { match_all } if options.keys.none? { |k| [:c, :a, :w].include? k }
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must { term 'authors.full_name.raw' => options[:author] } if options[:author]
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must { range published_on: { gte: options[:published_week], lte: "#{options[:published_week]}||+1w" } } if options[:published_week]
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end
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end
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# Return top categories for faceted navigation
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#
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aggregation :categories do
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# Filter the aggregation with any selected `author` and `published_week`
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#
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f = Elasticsearch::DSL::Search::Filters::Bool.new
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f.must { match_all }
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f.must { term 'authors.full_name.raw' => options[:author] } if options[:author]
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f.must { range published_on: { gte: options[:published_week], lte: "#{options[:published_week]}||+1w" } } if options[:published_week]
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filter f.to_hash do
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aggregation :categories do
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terms field: 'categories'
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end
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end
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end
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# Return top authors for faceted navigation
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#
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aggregation :authors do
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# Filter the aggregation with any selected `category` and `published_week`
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#
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f = Elasticsearch::DSL::Search::Filters::Bool.new
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f.must { match_all }
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f.must { term categories: options[:category] } if options[:category]
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f.must { range published_on: { gte: options[:published_week], lte: "#{options[:published_week]}||+1w" } } if options[:published_week]
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filter f do
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aggregation :authors do
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terms field: 'authors.full_name.raw'
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end
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end
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end
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# Return the published date ranges for faceted navigation
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#
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aggregation :published do
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# Filter the aggregation with any selected `author` and `category`
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#
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f = Elasticsearch::DSL::Search::Filters::Bool.new
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f.must { match_all }
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f.must { term 'authors.full_name.raw' => options[:author] } if options[:author]
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f.must { term categories: options[:category] } if options[:category]
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filter f do
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aggregation :published do
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date_histogram do
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field 'published_on'
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interval 'week'
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end
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end
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end
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end
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# Highlight the snippets in results
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#
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highlight do
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fields title: { number_of_fragments: 0 },
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abstract: { number_of_fragments: 0 },
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content: { fragment_size: 50 }
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field 'comments.body', fragment_size: 50 if q.present? && options[:comments]
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pre_tags '<em class="label label-highlight">'
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post_tags '</em>'
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end
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case
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# By default, sort by relevance, but when a specific sort option is present, use it ...
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#
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when options[:sort]
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sort options[:sort].to_sym => 'desc'
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track_scores true
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#
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# ... when there's no user query, sort on published date
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#
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when q.blank?
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sort published_on: 'desc'
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end
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# Return suggestions unless there's no query from the user
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unless q.blank?
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suggest :suggest_title, text: q, term: { field: 'title.tokenized', suggest_mode: 'always' }
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suggest :suggest_body, text: q, term: { field: 'content.tokenized', suggest_mode: 'always' }
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end
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end
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__elasticsearch__.search(@search_definition)
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end
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end
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end
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