A handy tool for transforming a dataset into a spreadsheet-style pivot table.
One of the most powerful and underrated features of spreadhseet packages is their ability to create pivot tables. I'm often asked to replicate this functionality in a web application, so I decided to share. This is a simple gem for a specific job, I hope it helps.
Couldn't be easier...
gem install pivot_table
There are no dependencies and pivot will work on any version of Ruby.
At the very least, you will need to provide four things to create a pivot table...
- a dataset (this doesn't necessarily have to be an ActiveRecord dataset, but it should at least behave like ActiveRecord e.g. OpenStruct)
- the method to be used as column names
- the method to be used as row names
Let's say you have a collection of Order objects that looks like this:
obj_1 = Order.new(:city => 'London', :quarter => 'Q1') obj_2 = Order.new(:city => 'London', :quarter => 'Q2') obj_3 = Order.new(:city => 'London', :quarter => 'Q3') obj_4 = Order.new(:city => 'London', :quarter => 'Q4') obj_5 = Order.new(:city => 'New York', :quarter => 'Q1') obj_6 = Order.new(:city => 'New York', :quarter => 'Q2') obj_7 = Order.new(:city => 'New York', :quarter => 'Q3') obj_8 = Order.new(:city => 'New York', :quarter => 'Q4') data = [ obj_1, obj_2, obj_3, obj_4, obj_5, obj_6, obj_7, obj_8 ]
Instantiate a new PivotTable::Grid object like this...
grid = PivotTable::Grid.new do |g| g.source_data = data g.column_name = :quarter g.row_name = :city end
All you have to do now is build the grid...
This will give you a logical grid (represented by an two-dimensional array) which can be likened to this table:
-------------------------------------------- | | Q1 | Q2 | Q3 | Q4 | |----------|-------------------------------- | London | obj_1 | obj_2 | obj_3 | obj_4 | | New York | obj_5 | obj_6 | obj_7 | obj_8 | --------------------------------------------
Then you have the following aspects of the pivot table grid available to you...
g.row_headers => ['London', 'New York'] g.rows.length => 2 g.rows.header => 'London' g.rows.data => [obj_1, obj_2, obj_3, obj_4] g.rows.header => 'New York' g.rows.data => [obj_5, obj_6, obj_7, obj_8] g.column_headers => ['Q1', 'Q2', 'Q3', 'Q4'] g.columns.length => 4 g.columns.header => 'Q1' g.columns.data => [obj_1, obj_5] g.columns.header => 'Q2' g.columns.data => [obj_2, obj_6] g.columns.header => 'Q3' g.columns.data => [obj_3, obj_7] g.columns.header => 'Q4' g.columns.data => [obj_4, obj_8]
The API should give you a lot of flexibility with regards to rendering this information in your views. E.g. The rows and columns collections make it very easy to produce horizontal, vertical and overall total values.
Ah, that's better.
PivotTable is still in the very early stages of development. As my personal needs for evolve, I'll update the gem with new functionality accordingly. Feel free to fork and/or suggest new features.
Right now PivotTable only supports Ruby 1.9. If you need support for 1.8 please feel free to fork and merge. I will not however be adding support for 1.8.
If you want to contribute:
- Check out the latest master to make sure the feature hasn’t been implemented or the bug hasn’t been fixed yet
- Check out the issue tracker to make sure someone already hasn’t requested it and/or contributed it
- Fork the project
- Start a feature/bugfix branch
- Commit and push until you are happy with your contribution
- Make sure to add tests for it. This is important so I don’t break it in a future version unintentionally.
- Please try not to mess with the Rakefile, version, or history.
Copyright (c) 2011 Ed James. See LICENSE for details.