2019-12-22 22:52:31 +05:30
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# ActiveRecord associations and Elasticsearch
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# ===========================================
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#
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# https://github.com/rails/rails/tree/master/activerecord
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# http://guides.rubyonrails.org/association_basics.html
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#
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# Run me with:
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#
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# ruby -I lib examples/activerecord_associations.rb
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#
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$LOAD_PATH.unshift File.expand_path('../../lib', __FILE__)
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require 'pry'
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require 'logger'
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require 'ansi/core'
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require 'active_record'
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require 'json'
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2019-12-22 22:52:31 +05:30
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require 'elasticsearch/model'
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ActiveRecord::Base.logger = ActiveSupport::Logger.new(STDOUT)
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ActiveRecord::Base.establish_connection( adapter: 'sqlite3', database: ":memory:" )
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# ----- Schema definition -------------------------------------------------------------------------
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ActiveRecord::Schema.define(version: 1) do
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create_table :categories do |t|
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t.string :title
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t.timestamps null: false
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end
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create_table :authors do |t|
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t.string :first_name, :last_name
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t.string :department
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t.timestamps null: false
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end
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create_table :authorships do |t|
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t.references :article
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t.references :author
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t.timestamps null: false
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end
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create_table :articles do |t|
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t.string :title
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t.timestamps null: false
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end
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create_table :articles_categories, id: false do |t|
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t.references :article, :category
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end
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create_table :comments do |t|
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t.string :text
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t.references :article
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t.timestamps null: false
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end
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add_index(:comments, :article_id) unless index_exists?(:comments, :article_id)
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end
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# ----- Elasticsearch client setup ----------------------------------------------------------------
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Elasticsearch::Model.client = Elasticsearch::Client.new log: true
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Elasticsearch::Model.client.transport.logger.formatter = proc { |s, d, p, m| "\e[2m#{m}\n\e[0m" }
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# ----- Search integration ------------------------------------------------------------------------
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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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include Elasticsearch::Model::Callbacks
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include Indexing
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after_touch() { __elasticsearch__.index_document }
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end
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module Indexing
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# Customize the JSON serialization for Elasticsearch
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def as_indexed_json(options={})
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self.as_json(
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include: { categories: { only: :title},
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authors: { methods: [:full_name, :department], only: [:full_name, :department] },
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comments: { only: :text }
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})
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end
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end
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end
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# ----- Model definitions -------------------------------------------------------------------------
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class Category < ActiveRecord::Base
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include Elasticsearch::Model
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include Elasticsearch::Model::Callbacks
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has_and_belongs_to_many :articles
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end
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class Author < ActiveRecord::Base
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has_many :authorships
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after_update { self.authorships.each(&:touch) }
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def full_name
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[first_name, last_name].compact.join(' ')
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end
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end
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class Authorship < ActiveRecord::Base
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belongs_to :author
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belongs_to :article, touch: true
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end
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class Article < ActiveRecord::Base
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include Searchable
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has_and_belongs_to_many :categories, after_add: [ lambda { |a,c| a.__elasticsearch__.index_document } ],
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after_remove: [ lambda { |a,c| a.__elasticsearch__.index_document } ]
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has_many :authorships
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has_many :authors, through: :authorships
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has_many :comments
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end
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class Comment < ActiveRecord::Base
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include Elasticsearch::Model
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include Elasticsearch::Model::Callbacks
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belongs_to :article, touch: true
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end
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# ----- Insert data -------------------------------------------------------------------------------
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# Create category
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#
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category = Category.create title: 'One'
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# Create author
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#
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author = Author.create first_name: 'John', last_name: 'Smith', department: 'Business'
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# Create article
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article = Article.create title: 'First Article'
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# Assign category
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#
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article.categories << category
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# Assign author
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#
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article.authors << author
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# Add comment
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#
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article.comments.create text: 'First comment for article One'
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article.comments.create text: 'Second comment for article One'
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Elasticsearch::Model.client.indices.refresh index: Elasticsearch::Model::Registry.all.map(&:index_name)
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# Search for a term and return records
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#
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puts "",
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"Articles containing 'one':".ansi(:bold),
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Article.search('one').records.to_a.map(&:inspect),
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""
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puts "",
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"All Models containing 'one':".ansi(:bold),
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Elasticsearch::Model.search('one').records.to_a.map(&:inspect),
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""
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# Difference between `records` and `results`
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#
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response = Article.search query: { match: { title: 'first' } }
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puts "",
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"Search results are wrapped in the <#{response.class}> class",
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""
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puts "",
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"Access the <ActiveRecord> instances with the `#records` method:".ansi(:bold),
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response.records.map { |r| "* #{r.title} | Authors: #{r.authors.map(&:full_name) } | Comment count: #{r.comments.size}" }.join("\n"),
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""
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puts "",
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"Access the Elasticsearch documents with the `#results` method (without touching the database):".ansi(:bold),
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response.results.map { |r| "* #{r.title} | Authors: #{r.authors.map(&:full_name) } | Comment count: #{r.comments.size}" }.join("\n"),
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""
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puts "",
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"The whole indexed document (according to `Article#as_indexed_json`):".ansi(:bold),
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JSON.pretty_generate(response.results.first._source.to_hash),
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""
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# Retrieve only selected fields from Elasticsearch
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#
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response = Article.search query: { match: { title: 'first' } }, _source: ['title', 'authors.full_name']
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puts "",
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"Retrieve only selected fields from Elasticsearch:".ansi(:bold),
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JSON.pretty_generate(response.results.first._source.to_hash),
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""
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# ----- Pry ---------------------------------------------------------------------------------------
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Pry.start(binding, prompt: lambda { |obj, nest_level, _| '> ' },
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input: StringIO.new('response.records.first'),
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quiet: true)
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