def assign_qua(mtc_type, args_qua__id, workers):
mtc = mtk_utils.get_mtc(mtc_type)
for worker in workers:
mtc.assign_qualification(qualification_type_id=args_qua__id,
worker_id=worker)
def generate_hits(mtc_type, subset, begin_index, args, data_ids, images_metainfo):
from boto.mturk.connection import MTurkConnection
from boto.mturk.question import QuestionContent, Question, QuestionForm, Overview, AnswerSpecification, SelectionAnswer, FormattedContent, FreeTextAnswer
from boto.mturk.qualification import PercentAssignmentsApprovedRequirement, Qualifications, Requirement
mtc = mtk_utils.get_mtc(mtc_type)
title = 'Tell us if you like those images or not'
description = ('View following images and tell us if you like them or not.')
keywords = 'image, like, interesting, rating, opinions'
ratings =[('Very hate it','-2'),
('Hate it','-1'),
('Neutral','0'),
('Like it','1'),
('Very like it.','2')]
#--------------- BUILD OVERVIEW -------------------
overview = Overview()
overview.append_field('Title', 'Tell us if you like those images or not.')
#--------------- BUILD QUESTIONs -------------------
questions = []
subset_with_pinterest = []
index = 0
for image_url in subset:
image_id = data_ids[index]
image = images_metainfo[image_id]
interestingness = 0
index = index + 1
if ('repin_count' in image):
interestingness = int(image['repin_count']) + int(image['like_count'])
subset_with_pinterest.append(image_url)
else:
continue
# interestingness = int(image['interestingness'])
qc = QuestionContent()
context = ''
if (interestingness > 0):
context = ' (shared by ' + str(interestingness) + ' people)'
qc.append_field('Title', str(interestingness) + ' people said they like following image, would you like it too?')
qc.append(FormattedContent('<img src="' + image_url + '" alt="image" />'))
fta = SelectionAnswer(min=1, max=1,style='dropdown',
selections=ratings,
type='text',
other=False)
q = Question(identifier='interestingness',
content=qc,
answer_spec=AnswerSpecification(fta),
is_required=True)
questions.append(q)
if (len(questions) == 0):
return
if (args.m != 'qua'):
utils.write_file(subset_with_pinterest, args.o + '.index_' + str(begin_index) + '.txt')
if (args.m == 'qua_init' and begin_index > 0):
return
#--------------- BUILD THE QUESTION FORM -------------------
question_form = QuestionForm()
question_form.append(overview)
for question in questions:
question_form.append(question)
# BUILD QUALIFICATION
qualifications = Qualifications()
req = PercentAssignmentsApprovedRequirement(comparator = "GreaterThan", integer_value = "95")
qualifications.add(req)
if (args.m == 'qua'):
if (args.q != None):
qua_req = Requirement(qualification_type_id = args.q, comparator = 'EqualTo', integer_value = '1')
qualifications.add(qua_req)
else:
print("Please give qualification type id in 'qua' mode.")
sys.exit(0)
#--------------- CREATE THE HIT -------------------
hit = mtc.create_hit(questions = question_form,
qualifications = qualifications,
max_assignments = 10 * 2,
title = title,
description = description,
keywords = keywords,
duration = 60 * 30 * 4,
reward = 0.2 * 2)
if (args.m == 'qua_init'):
print("Create qualification type for HIT id: " + hit[0].HITId)
quatype = mtc.create_qualification_type(name = hit[0].HITId, description = "Temporary qualification for HIT " + hit[0].HITId, status = 'Active')
print("Qualification type id: " + quatype[0].QualificationTypeId)
def generate_hits(mtc_type, subset, begin_index, args):
from boto.mturk.connection import MTurkConnection
from boto.mturk.question import QuestionContent, Question, QuestionForm, Overview, AnswerSpecification, SelectionAnswer, FormattedContent, FreeTextAnswer
from boto.mturk.qualification import PercentAssignmentsApprovedRequirement, Qualifications, Requirement
mtc = mtk_utils.get_mtc(mtc_type)
title = 'Give your opinion of aesthetics level about images'
description = ('View images and give us your opinion of aesthetics level about the images')
keywords = 'image, aesthetic, aesthetics, rating, opinions'
ratings =[('Very ugly','-2'),
('Ugly','-1'),
('Neutral','0'),
('Beautiful','1'),
('Very beautiful, I would like to take such beautiful photo too.','2')]
#--------------- BUILD OVERVIEW -------------------
overview = Overview()
overview.append_field('Title', 'Give your opinion about aesthetics level on those images')
#--------------- BUILD QUESTIONs -------------------
questions = []
if (args.m != 'qua'):
utils.write_file(subset, args.o + '.index_' + str(begin_index) + '.txt')
if (args.m == 'qua_init' and begin_index > 0):
return
for image_url in subset:
qc = QuestionContent()
qc.append_field('Title','How beautiful the image to you?')
qc.append(FormattedContent('<img src="' + image_url + '" alt="image" />'))
fta = SelectionAnswer(min=1, max=1,style='dropdown',
selections=ratings,
type='text',
other=False)
q = Question(identifier='aesthetics',
content=qc,
answer_spec=AnswerSpecification(fta),
is_required=True)
questions.append(q)
#--------------- BUILD THE QUESTION FORM -------------------
question_form = QuestionForm()
question_form.append(overview)
for question in questions:
question_form.append(question)
# BUILD QUALIFICATION
qualifications = Qualifications()
req = PercentAssignmentsApprovedRequirement(comparator = "GreaterThan", integer_value = "95")
qualifications.add(req)
if (args.m == 'qua'):
if (args.q != None):
qua_req = Requirement(qualification_type_id = args.q, comparator = 'EqualTo', integer_value = '1')
qualifications.add(qua_req)
else:
print("Please give qualification type id in 'qua' mode.")
sys.exit(0)
#--------------- CREATE THE HIT -------------------
hit = mtc.create_hit(questions = question_form,
qualifications = qualifications,
max_assignments = 10 * 2,
title = title,
description = description,
keywords = keywords,
duration = 60 * 30 * 2,
reward = 0.2 * 2)
if (args.m == 'qua_init'):
print("Create qualification type for HIT id: " + hit[0].HITId)
quatype = mtc.create_qualification_type(name = hit[0].HITId, description = "Temporary qualification for HIT " + hit[0].HITId, status = 'Active')
print("Qualification type id: " + quatype[0].QualificationTypeId)
def assign_qua(mtc_type, args_qua__id, workers):
mtc = mtk_utils.get_mtc(mtc_type)
for worker in workers:
mtc.assign_qualification(qualification_type_id = args_qua__id, worker_id = worker)