OpenSearch/docs/ruby/persistence.asciidoc

== Persistence

The `elasticsearch-persistence` http://rubygems.org/gems/elasticsearch-persistence[Rubygem]
provides persistence layer for Ruby domain objects.

It supports two design patterns for integrating with your objects: _repository_ and _active record_.

=== Repository

The `Elasticsearch::Persistence::Repository` module provides an implementation of the repository pattern and allows to save, delete, find and search objects stored in Elasticsearch, as well as configure mappings and settings for the index.

==== Features At a Glance

* Access to the Elasticsearch client
* Setting the index name, document type, and object class for deserialization
* Composing mappings and settings for the index
* Creating, deleting or refreshing the index
* Finding or searching for documents
* Providing access both to domain objects and hits for search results
* Providing access to the Elasticsearch response for search results (aggregations, total, ...)
* Defining the methods for serialization and deserialization

==== Usage

Let's have a simple plain old Ruby object (PORO):

[source,ruby]
------------------------------------
class Note
  attr_reader :attributes

  def initialize(attributes={})
    @attributes = attributes
  end

  def to_hash
    @attributes
  end
end
------------------------------------


Let's create a default, "dumb" repository, as a first step:

[source,ruby]
------------------------------------
require 'elasticsearch/persistence'
repository = Elasticsearch::Persistence::Repository.new
------------------------------------

We can save a `Note` instance into the repository, find it, search it, delete it:

[source,ruby]
------------------------------------
note = Note.new id: 1, text: 'Test'

repository.save(note)
# PUT http://localhost:9200/repository/note/1
# > {"id":1,"text":"Test"}
# < {"_index":"repository","_type":"note","_id":"1","_version":1,"created":true}

n = repository.find(1)
# GET http://localhost:9200/repository/_all/1
# < {"_index":"repository","_type":"note","_id":"1","_version":2,"found":true, "_source" : {"id":1,"text":"Test"}}
=> <Note:0x007fcbfc0c4980 @attributes={"id"=>1, "text"=>"Test"}>

repository.search(query: { match: { text: 'test' } }).first
# GET http://localhost:9200/repository/_search
# > {"query":{"match":{"text":"test"}}}
# < {"took":2, ... "hits":{"total":1, ... "hits":[{ ... "_source" : {"id":1,"text":"Test"}}]}}
=> <Note:0x007fcbfc1c7b70 @attributes={"id"=>1, "text"=>"Test"}>

repository.delete(note)
# DELETE http://localhost:9200/repository/note/1
# < {"found":true,"_index":"repository","_type":"note","_id":"1","_version":3}
=> {"found"=>true, "_index"=>"repository", "_type"=>"note", "_id"=>"1", "_version"=>2}
------------------------------------

The repository module provides a number of features and facilities to configure and customize the behaviour,
as well as support for extending your own, custom repository class.

Please refer to the
https://github.com/elasticsearch/elasticsearch-rails/tree/master/elasticsearch-persistence#the-repository-pattern[documentation]
for more information.

Also, check out the
https://github.com/elasticsearch/elasticsearch-rails/tree/master/elasticsearch-persistence#example-application[example application] which demonstrates the usage patterns of the _repository_ approach to persistence.

=== Active Record

The `Elasticsearch::Persistence::Model` module provides an implementation of the active record pattern, with
a familiar interface for using Elasticsearch as a persistence layer in Ruby on Rails applications. The model
is fully compatible with Rails' conventions and helpers, such as `url_for`.

All the methods are documented with comprehensive examples in the source code, available also
http://rubydoc.info/gems/elasticsearch-persistence/Elasticsearch/Persistence/Model[online].

==== Features At a Glance

* Familiar interface for persistence methods from ActiveRecord
* Common model features such as validations and callbacks
* Methods for defining model attributes, including Elasticsearch mappings
* Support for fetching data in bulk (`find_in_batches`, `find_each`)
* Decorated search results for easy access to model instances and meta data (such as highlights or aggregations)
* Easy access to the underlying gateway and client

==== Usage

To use the library in a Rails application, add it to your Gemfile with a require statement:

[source,ruby]
------------------------------------
gem "elasticsearch-persistence", require: 'elasticsearch/persistence/model'
------------------------------------

Include the module in a plain Ruby class, and set up the properties, mappings, etc:

[source,ruby]
------------------------------------
class Article
  include Elasticsearch::Persistence::Model

  # Define a plain `title` attribute
  #
  attribute :title,  String

  # Define an `author` attribute, with multiple analyzers for this field
  #
  attribute :author, String, mapping: { fields: {
                               author: { type: 'string'},
                               raw:    { type: 'string', analyzer: 'keyword' }
                             } }


  # Define a `views` attribute, with default value
  #
  attribute :views,  Integer, default: 0, mapping: { type: 'integer' }

  # Validate the presence of the `title` attribute
  #
  validates :title, presence: true

  # Execute code after saving the model.
  #
  after_save { puts "Successfully saved: #{self}" }
end
------------------------------------

The model attribute definition support is implemented with the https://github.com/solnic/virtus[_Virtus_] Rubygem,
and the naming, validation, etc. features with the https://github.com/rails/rails/tree/master/activemodel[_ActiveModel_] Rubygem.

Attribute validations work like for any other ActiveModel-compatible implementation:

[source,ruby]
------------------------------------
article = Article.new                                                                                             # => #<Article { ... }>

article.valid?
# => false

article.errors.to_a
# => ["Title can't be blank"]
------------------------------------

We can create a new article in the database and find it:

[source,ruby]
------------------------------------
Article.create id: 1, title: 'Test', author: 'John'
# PUT http://localhost:9200/articles/article/1 [status:201, request:0.015s, query:n/a]

article = Article.find(1)
# => #<Article { ... }>

article._index
# => "articles"

article.id
# => "1"

article.title
# => "Test"
------------------------------------

To update the model, either update the attribute and save the model or use the `update_attributes` method:

[source,ruby]
------------------------------------
article.title = 'Updated'

article.save
# => {"_index"=>"articles", "_type"=>"article", "_id"=>"1", "_version"=>2, "created"=>false}

article.update_attributes title: 'Test', author: 'Mary'
# => {"_index"=>"articles", "_type"=>"article", "_id"=>"1", "_version"=>3}
------------------------------------

The implementation supports the familiar interface for updating model timestamps and numeric attributes:

[source,ruby]
------------------------------------
article.touch
# => => { ... "_version"=>4}

article.views
# => 0

article.increment :views
article.views
# => 1
------------------------------------

Any callbacks defined in the model will be triggered during the persistence operations:

[source,ruby]
------------------------------------
article.save
# Successfully saved: #<Article {...}>
------------------------------------

Please see the extensive documentation in the library
https://github.com/elasticsearch/elasticsearch-rails/tree/master/elasticsearch-persistence#the-activerecord-pattern[README]
for detailed information.

Also, check out the
https://github.com/elasticsearch/elasticsearch-rails/tree/master/elasticsearch-persistence#example-application-1[example application] which demonstrates the usage patterns of the _active record_ approach to persistence.