require 'ansi' require 'sqlite3' require 'active_record' require 'elasticsearch/model' ActiveRecord::Base.logger = ActiveSupport::Logger.new(STDOUT) ActiveRecord::Base.establish_connection( adapter: 'sqlite3', database: ":memory:" ) ActiveRecord::Schema.define(version: 1) do create_table :articles do |t| t.string :title t.date :published_at t.timestamps end end class Article < ActiveRecord::Base include Elasticsearch::Model include Elasticsearch::Model::Callbacks article_es_settings = { index: { analysis: { filter: { autocomplete_filter: { type: "edge_ngram", min_gram: 1, max_gram: 20 } }, analyzer:{ autocomplete: { type: "custom", tokenizer: "standard", filter: ["lowercase", "autocomplete_filter"] } } } } } settings article_es_settings do mapping do indexes :title indexes :suggestable_title, type: 'string', analyzer: 'autocomplete' end end def as_indexed_json(options={}) as_json.merge(suggestable_title: title) end end Article.__elasticsearch__.client = Elasticsearch::Client.new log: true # Create index Article.__elasticsearch__.create_index! force: true # Store data Article.delete_all Article.create title: 'Foo' Article.create title: 'Bar' Article.create title: 'Foo Foo' Article.__elasticsearch__.refresh_index! # Search and suggest fulltext_search_response = Article.search(query: { match: { title: 'foo'} } ) puts "", "Article search for 'foo':".ansi(:bold), fulltext_search_response.to_a.map { |d| "Title: #{d.title}" }.inspect.ansi(:bold, :yellow), "" fulltext_search_response_2 = Article.search(query: { match: { title: 'fo'} } ) puts "", "Article search for 'fo':".ansi(:bold), fulltext_search_response_2.to_a.map { |d| "Title: #{d.title}" }.inspect.ansi(:bold, :red), "" autocomplete_search_response = Article.search(query: { match: { suggestable_title: { query: 'fo', analyzer: 'standard'} } } ) puts "", "Article autocomplete for 'fo':".ansi(:bold), autocomplete_search_response.to_a.map { |d| "Title: #{d.suggestable_title}" }.inspect.ansi(:bold, :green), "" puts "", "Text 'Foo Bar' analyzed with the default analyzer:".ansi(:bold), Article.__elasticsearch__.client.indices.analyze( index: Article.__elasticsearch__.index_name, field: 'title', text: 'Foo Bar')['tokens'].map { |t| t['token'] }.inspect.ansi(:bold, :yellow), "" puts "", "Text 'Foo Bar' analyzed with the autocomplete filter:".ansi(:bold), Article.__elasticsearch__.client.indices.analyze( index: Article.__elasticsearch__.index_name, field: 'suggestable_title', text: 'Foo Bar')['tokens'].map { |t| t['token'] }.inspect.ansi(:bold, :yellow), "" require 'pry'; binding.pry;