Xapit
Xapit (pronounced “zap it”) is a Ruby gem for doing full text searching through Xapian. This project was recently rewritten and is not yet ready for production. Please try it out and let me know if there are any issues.
Install
First, install Xapian with the Ruby bindings. The easiest way is through Homebrew.
brew install xapian --ruby
Note: this is tied to the current version of Ruby you have installed. If you use RVM be certain you’re in the correct version. See Installing Xapian for other methods.
Next add Xapit to your Gemfile and run the bundle
command.
gem "xapit"
Then run the install generator.
rails g xapit:install
This creates a configuration file and a rackup file for production use.
Index
To make a model searchable you must define an index through the xapit
method. Here is an example of the four methods you can call there:
class Article < ActiveRecord::Base
xapit do
text :name, :content
field :category_id
sortable :id, :created_at
facet :author_name, "Author"
end
end
This indexes the model to be searched in a variety of ways (shown below). See the Indexing wiki page for details.
The index will automatically be updated when records are added or removed. You can regenerate the index manually to fill it with any existing records.
rake xapit:index
Search
Use the search
class method to perform a full text search on the index. This returns a Xapit scope where additional scoping methods can be called similar to Active Record scopes.
# simple full text search
@articles = Article.search("phone")
# full text search with basic boolean matching
@articles = Article.search("phone OR fax NOT email")
# pagination works with kaminari and will_paginate
@articles = Article.search("phone").page(10).per(20)
# search based on a specific field
@articles = Article.search("phone").where(:category_id => params[:category_id])
# search for multiple negative conditions (doesn't match 3, 5, or 8)
@articles = Article.search("phone").not_where(:category_id => [3, 5, 8])
# search for range of conditions by number
@articles = Article.search.where(:released_at => 2.years.ago..Time.now)
# order based on sortable fields, sorting defaults to most relevant
@articles = Article.search("phone").order(:created_at, :descending => true)
Simply iterate through the returned set to display the results.
<% for article in @articles %>
<%= article.name %>
<%= article.xapit_relevance %>
<% end %>
The “xapit_relevance” holds a percentage (between 0 and 100) determining how relevant the given document is to the user’s search query.
See the Searching wiki page for more details.
Spelling
Spelling suggestions are available when there is a simlarly indexed term.
<% if @articles.spelling_suggestion %>
Did you mean <%= link_to @articles.spelling_suggestion, :overwrite_params => { :keywords => @articles.spelling_suggestion } %>?
<% end %>
Note: the spelling feature is disabled by default in the test environment because it uses an in-memory database.
Facets
Facets allow you to further filter the result set based on certain attributes.
<% for facet in @articles.facets %>
<%= facet.name %>
<% for option in facet.options %>
<%= link_to option.name, :overwrite_params => { :facets => option } %>
(<%= option.count %>)
<% end %>
<% end %>
The facet option is passed in through the URL which you can add to the search.
Article.search("phone").with_facets(params[:facets])
You can also list the applied facets along with a remove link.
<% for option in @articles.applied_facet_options %>
<%= option.name %>
<%= link_to "remove", :overwrite_params => { :facets => option } %>
<% end %>
See the Facets wiki page for more details.
Testing
To use Xapit in the test environment, you will need to reload the configuration before each test. For example, you can do this in RSpec:
config.before(:each) do
Xapit.reload
end
Xapit is also disabled by default in the test environment so you can enable it on a per-test basis. This way it doesn’t slow down tests which don’t need Xapit search.
Xapit.enable
# create records and test searching functionality
If you have existing records in the database you want to search (maybe loaded by fixtures) you can index those.
Xapit.index(Article, Comment) # or whatever models you need
By default, the test environment keeps the Xapian database in memory which makes it much faster and easier to reset. The problem is that the spelling suggestion feature does not work with in-memory databases, so it is disabled in the test environment by default. All of this can be customized in the configuration file.
Production
The default Xapit setup works well in development because there is only one instance of the Rails app running. However in production you will need to move Xapit to a separate process so all of the instances can communicate to it. To do this, start up the rackup file provided. You will likely want to put this behind a server such as Passenger.
rackup xapit.ru
Now when you start up your Rails app in production it will use this server. You can configure the server URL in the configuration file.
Bug Reports
If you have found a bug to report or a feature to request, please add it to the GitHub issue tracker if it is not there already. Feel free to treat it as a mailing list and discuss new ideas or bring up any confusion you may have.