RTurk - A ridiculously simple Mechanical Turk library in Ruby
What's it do?!?
RTurk is designed to fire off Mechanical Turk tasks for pages that reside on an external site.
The pages could be a part of a rails app, or just a simple javascript enabled form.
If you're integrating RTurk with a Rails app, do yourself a favor and check out Turkee by Jim Jones. It integrates your Rails forms with Mechanical Turk, and includes rake tasks to pull and process submissions. Definitely a time saver.
Installation
# Requires Ruby >1.9.2
gem install rturk
Use
Let's say you have a form at "http://myapp.com/turkers/add_tags" where Turkers can add some tags to items in your catalogue.
Creating HIT's
require 'rturk'
RTurk.setup(YourAWSAccessKeyId, YourAWSAccessKey, :sandbox => true)
hit = RTurk::Hit.create(:title => "Add some tags to a photo") do |hit|
hit.max_assignments = 2
hit.description = 'blah'
hit.question("http://myapp.com/turkers/add_tags",
:frame_height => 1000) # pixels for iframe
hit.reward = 0.05
hit.qualifications.add :approval_rate, { :gt => 80 }
end
p hit.url #=> 'https://workersandbox.mturk.com:443/mturk/preview?groupId=Q29J3XZQ1ASZH5YNKZDZ'
Reviewing and Approving hits HIT's
hits = RTurk::Hit.all_reviewable
puts "#{hits.size} reviewable hits. \n"
unless hits.empty?
puts "Reviewing all assignments"
hits.each do |hit|
hit.assignments.each do |assignment|
puts assignment.answers['tags']
assignment.approve! if assignment.status == 'Submitted'
end
end
end
Wiping all your hits out
hits = RTurk::Hit.all_reviewable
puts "#{hits.size} reviewable hits. \n"
unless hits.empty?
puts "Approving all assignments and disposing of each hit!"
hits.each do |hit|
hit.expire!
hit.assignments.each do |assignment|
assignment.approve!
end
hit.dispose!
end
end
Logging
Want to see what's going on - enable logging.
RTurk::logger.level = Logger::DEBUG
Nitty Gritty
Here's a quick peak at what happens on the Mechanical Turk side.
A worker takes a look at your hit. The page will contain an iframe with your question URL loaded inside of it.
If you want to use an Amazon-hosted QuestionForm, do
hit.question_form "<Question>What color is the sky?</Question>" # not the real format
Amazon will append the AssignmentID parameter to the URL for your own information. In preview mode this will look like
http://myapp.com/turkers/add_tags?item_id=1234&AssignmentId=ASSIGNMENT_ID_NOT_AVAILABLE
If the Turker accepts the HIT, the page will reload and the iframe URL will resemble
http://myapp.com/turkers/add_tags?item_id=1234&AssignmentId=1234567890123456789ABC
The form in your page MUST CONTAIN the AssignmentID in a hidden input element. You could do this on the server side with a rails app, or on the client side with javascript(check the examples)
Anything submitted in this form will be sent to Amazon and saved for your review later.
Testing
bundle install
rake
More information
Take a look at the Amazon MTurk developer docs for more information. They have a complete list of API operations, many of which can be called with this library.
Mark gave a presentation about RTurk at the Atlanta Ruby User Group that got recorded as a 20-minute screencast video.
Contributors
Zach Hale David Balatero Rob Hanlon Haris Amin Tyler David Dai Alex Chaffee