Rubiks

Rubiks is a Online Analytical Processing ( OLAP ) library written in JRuby. It runs on top of Mondrian (an Open-source OLAP server written in Java) and provides the ability to:

define a OLAP schema in Ruby
generate a Mondrian XML schema from this definition
execute MultiDimensional eXpressions ( MDX ) queries against the OLAP server

Assumptions

You are using JRuby
You are using PostgreSQL
You have designed and populated your Data Warehouse (see Dimensional Modeling and Star Schema)
You are using Ruby on Rails database naming conventions

Installation

Run gem install rubiks to install the gem on its own.

Or you can add the following to your Gemfile and run the bundle command to install it.

gem 'rubiks'

Schema Example

After installing the gem, fire up an IRB session with irb or bundle exec irb if you are using Bundler, and follow this (or even paste it into your session):

require 'rubiks'

schema = ::Rubiks::Schema.define :banking do
  cube :transactions do
    dimension :date, :type => 'TimeDimension' do
      hierarchy :yqmwd, :caption => 'YQMWD' do
        level :year,    :level_type => 'TimeYears', :type => :numeric, :contiguous => true
        level :quarter, :level_type => 'TimeQuarters', :type => :numeric, :contiguous => true, :cardinality => :low
        level :month,   :level_type => 'TimeMonths', :type => :numeric, :contiguous => true
        level :week,    :level_type => 'TimeWeeks', :type => :numeric, :column => :week_of_month, :contiguous => true, :cardinality => :low
        level :day,     :level_type => 'TimeDays', :type => :numeric, :contiguous => true
      end
    end

    dimension :account do
      hierarchy :account_type do
        level :asset_liability, :cardinality => :low
        level :account_type
      end
    end

    measure :count, :column => :quantity
    measure :amount, :aggregator => :sum, :format_string => '$#,###'
  end
end

puts schema.to_xml

You should see this XML:

<?xml version="1.0" encoding="UTF-8"?>
<schema name="Banking">
  <cube name="Transactions">
    <table name="view_transactions"/>
    <dimension name="Date" foreignKey="date_id" type="TimeDimension">
      <hierarchy name="YQMWD" hasAll="true" primaryKey="id">
        <table name="view_dates"/>
        <level name="Year" column="year" levelType="TimeYears" type="Numeric"/>
        <level name="Quarter" column="quarter" levelType="TimeQuarters" type="Numeric"/>
        <level name="Month" column="month" levelType="TimeMonths" type="Numeric"/>
        <level name="Week" column="week_of_month" levelType="TimeWeeks" type="Numeric"/>
        <level name="Day" column="day" levelType="TimeDays" type="Numeric"/>
      </hierarchy>
    </dimension>
    <dimension name="Account" foreignKey="account_id">
      <hierarchy name="Account Type" hasAll="true" primaryKey="id">
        <table name="view_accounts"/>
        <level name="Asset Liability" column="asset_liability"/>
        <level name="Account Type" column="account_type"/>
      </hierarchy>
    </dimension>
    <measure name="Count" column="quantity" aggregator="count"/>
    <measure name="Amount" column="amount" aggregator="sum" formatString="$#,###"/>
  </cube>
</schema>

Similar projects

Check out these projects (which have been super helpful in working on Rubiks):

Mondrian (git) - source code for Mondrian on GitHub
mondrian-olap - a RubyGem wrapping Mondrian
Saiku (Saiku on GitHub) - a modular open-source analysis suite offering lightweight OLAP which remains easily embeddable, extendable and configurable.

Contributing

If you'd like to contribute to Rubiks, that's awesome, and we <3 you. There's a guide to contributing (both code and general help) over in CONTRIBUTING.md

Development

To see what has changed in recent versions, see the CHANGELOG.md.

rubiks