def test_locale_qualification_in_notin(self): self.set_http_response(status_code=200, body=MOCK_SERVER_RESPONSE) q = ExternalQuestion(external_url="http://samplesite", frame_height=800) keywords = ['boto', 'test', 'doctest'] title = "Boto External Question Test" annotation = 'An annotation from boto external question test' qualifications = Qualifications() test_requirement1 = LocaleRequirement(comparator='In', locale=[('US', 'CA')]) test_requirement2 = LocaleRequirement(comparator='NotIn', locale=[('US', 'WA'), 'CA']) qualifications.add(test_requirement1) qualifications.add(test_requirement2) create_hit_rs = self.service_connection.create_hit( question=q, lifetime=60 * 65, max_assignments=2, title=title, keywords=keywords, reward=0.05, duration=60 * 6, approval_delay=60 * 60, annotation=annotation, qualifications=qualifications) self.assert_request_parameters( { 'QualificationRequirement.1.Comparator': 'In', 'QualificationRequirement.1.LocaleValue.1.Country': 'US', 'QualificationRequirement.1.LocaleValue.1.Subdivision': 'CA', 'QualificationRequirement.1.QualificationTypeId': '00000000000000000071', 'QualificationRequirement.2.Comparator': 'NotIn', 'QualificationRequirement.2.LocaleValue.1.Country': 'US', 'QualificationRequirement.2.LocaleValue.1.Subdivision': 'WA', 'QualificationRequirement.2.LocaleValue.2.Country': 'CA', 'QualificationRequirement.2.QualificationTypeId': '00000000000000000071' }, ignore_params_values=[ 'AWSAccessKeyId', 'SignatureVersion', 'Timestamp', 'Title', 'Question', 'AssignmentDurationInSeconds', 'RequesterAnnotation', 'Version', 'LifetimeInSeconds', 'AutoApprovalDelayInSeconds', 'Reward.1.Amount', 'Description', 'MaxAssignments', 'Reward.1.CurrencyCode', 'Keywords', 'Operation' ]) self.assertEquals(create_hit_rs.status, True)
def create_campaign_hits(campaignid): """ Create HITs for a campaign. """ campaign = Campaign.query.filter_by(id=campaignid).first() options = campaign.options terms = campaign.terms # Determine the number of quizzes that need to be generated numquizzes = int(math.ceil(float(len(terms)) / campaign.terms_per_quiz)) # A set of questions will be built for each "page" for pagenum in range(numquizzes): conn = create_connection() question_form = create_question_form(campaign.title, campaign.title,"categorization") # Add the term questions to the page / quiz for i in range(campaign.terms_per_quiz): termnum = i + (pagenum * campaign.terms_per_quiz) if termnum < len(terms): term = terms[termnum] # Build up an answer dictionary for use with the question form answers = [(cgi.escape(option.option_text), ("%s|%s" % (option.id, cgi.escape(option.option_text)))) for option in options] # A question should be appended for each term under consideration questiontext = campaign.question.replace("[term]", cgi.escape(term.term)) identifier = "%s|%s|%s" % (campaign.id, term.id, cgi.escape(term.term)) question_form.append(create_question(identifier, questiontext, answers)) # Create a locale requirement that answerers must be in the US qualifications = Qualifications() lr = LocaleRequirement("EqualTo","US") qualifications.add(lr) print lr.get_as_params() # Now that the questions have been added, create the HIT conn.create_hit(questions=question_form, max_assignments=campaign.times_per_term, title=campaign.title, description=campaign.title, duration=60*30, # allot 30 minutes per quiz qualifications=qualifications, # require the answerers be in the US reward=campaign.reward_per_quiz) # Update the campaign to prevent multiple generation attempts campaign.job_generated = True db.session.add(campaign) db.session.commit()
class Production(Config): DEBUG = False DEVELOPMENT = False TESTING = False MTURK_HOST = 'mechanicalturk.amazonaws.com' MTURK_EXTERNAL_SUBMIT = 'https://www.mturk.com/mturk/externalSubmit' QUALIFICATIONS = Qualifications([ NumberHitsApprovedRequirement('GreaterThan', 500), PercentAssignmentsApprovedRequirement('GreaterThan', 95), LocaleRequirement('EqualTo', 'US') ]) CELERYBEAT_SCHEDULE = { 'delete_temp_files': { 'task': 'delete_temp_files', 'schedule': timedelta(seconds=86400), 'args': () }, 'run_gather': { 'task': 'run_gather', 'schedule': timedelta(seconds=60), 'args': () }, } TACKBP_NW_09_CORPUS_URL = 'https://s3-us-west-2.amazonaws.com/tac-kbp-2009/sentences.meta-sentencesonly-no-liu-et-al-naacl2016-test-set-270k'
def getHITType(): # Changing this will add another hit type and might mess up later fetches... # Only change if you know what you are doing... _mtc = MTurkConnection(host=_host) _title = "Guess the Closest Part of a Person!" _description = "Help us find out which body part of a person is closest to the camera that took the picture." _keywords = "person, people, image, images, object, objects, depth, comparisons, human3.6m" _reward = _mtc.get_price_as_price(0.1) _duration = 60 * 15 _approval_delay = 60 * 60 * 24 * 10 _qualifications = Qualifications() _qualifications.add( PercentAssignmentsApprovedRequirement('GreaterThanOrEqualTo', 98, required_to_preview=True)) _qualifications.add( NumberHitsApprovedRequirement('GreaterThanOrEqualTo', 100, required_to_preview=True)) _qualifications.add( LocaleRequirement('EqualTo', 'US', required_to_preview=True)) return _mtc.register_hit_type(title=_title, description=_description, reward=_reward, duration=_duration, keywords=_keywords, approval_delay=_approval_delay, qual_req=_qualifications)
def getHITType(): # Changing this will add another hit type and might mess up later fetches... # Only change if you know what you are doing... _mtc = MTurkConnection(host=_host) _title = "Select Person-Object Interactions in Images" _description = "Please click on all the objects (or other people) that the highlighted person is interacting with." _reward = _mtc.get_price_as_price(0.10) _duration = 60 * 10 _keywords = "person, people, image, images, object, objects, actions, interactions" _approval_delay = 60 * 60 * 24 * 5 _qualifications = Qualifications() _qualifications.add( PercentAssignmentsApprovedRequirement('GreaterThanOrEqualTo', 98, required_to_preview=True)) _qualifications.add( NumberHitsApprovedRequirement('GreaterThanOrEqualTo', 100, required_to_preview=True)) _qualifications.add( LocaleRequirement('EqualTo', 'US', required_to_preview=True)) return _mtc.register_hit_type(title=_title, description=_description, reward=_reward, duration=_duration, keywords=_keywords, approval_delay=_approval_delay, qual_req=_qualifications)
def configure_hit(self, hit_config): # configure question_url based on the id experimentPortalURL = hit_config['ad_location'] frameheight = 600 mturkQuestion = ExternalQuestion(experimentPortalURL, frameheight) # Qualification: quals = Qualifications() approve_requirement = hit_config['approve_requirement'] quals.add( PercentAssignmentsApprovedRequirement("GreaterThanOrEqualTo", approve_requirement)) if hit_config['us_only']: quals.add(LocaleRequirement("EqualTo", "US")) # Specify all the HIT parameters self.paramdict = dict(hit_type=None, question=mturkQuestion, lifetime=hit_config['lifetime'], max_assignments=hit_config['max_assignments'], title=hit_config['title'], description=hit_config['description'], keywords=hit_config['keywords'], reward=hit_config['reward'], duration=hit_config['duration'], approval_delay=None, questions=None, qualifications=quals)
def build_hit_qualifications(self, approve_requirement, restrict_to_usa, blacklist): """Translate restrictions/qualifications to boto Qualifications objects @blacklist is a list of names for Qualifications workers must not already hold in order to see and accept the HIT. """ quals = Qualifications() quals.add( PercentAssignmentsApprovedRequirement("GreaterThanOrEqualTo", approve_requirement)) if restrict_to_usa: quals.add(LocaleRequirement("EqualTo", "US")) if blacklist is not None: for item in blacklist: qtype = self.get_qualification_type_by_name(item) if qtype: quals.add( Requirement(qtype['id'], "DoesNotExist", required_to_preview=True)) return quals
def configure_hit(self): # Configure portal experimentPortalURL = self.config.get('HIT Configuration', 'question_url') frameheight = 600 mturkQuestion = ExternalQuestion(experimentPortalURL, frameheight) # Qualification: quals = Qualifications() approve_requirement = self.config.get('HIT Configuration', 'Approve_Requirement') quals.add( PercentAssignmentsApprovedRequirement("GreaterThanOrEqualTo", approve_requirement)) if self.config.getboolean('HIT Configuration', 'US_only'): quals.add(LocaleRequirement("EqualTo", "US")) # Specify all the HIT parameters self.paramdict = dict( hit_type = None, question = mturkQuestion, lifetime = datetime.timedelta(hours=self.config.getfloat('HIT Configuration', 'HIT_lifetime')), max_assignments = self.config.getint('HIT Configuration', 'max_assignments'), title = self.config.get('HIT Configuration', 'title'), description = self.config.get('HIT Configuration', 'description'), keywords = self.config.get('HIT Configuration', 'keywords'), reward = self.config.getfloat('HIT Configuration', 'reward'), duration = datetime.timedelta(hours=self.config.getfloat('HIT Configuration', 'duration')), approval_delay = None, questions = None, qualifications = quals )
def configure_hit(self, hit_config): ''' Configure HIT ''' # configure question_url based on the id experiment_portal_url = hit_config['ad_location'] frame_height = 600 mturk_question = ExternalQuestion(experiment_portal_url, frame_height) # Qualification: quals = Qualifications() approve_requirement = hit_config['approve_requirement'] quals.add( PercentAssignmentsApprovedRequirement("GreaterThanOrEqualTo", approve_requirement)) if hit_config['us_only']: quals.add(LocaleRequirement("EqualTo", "US")) # Create a HIT type for this HIT. hit_type = self.mtc.register_hit_type(hit_config['title'], hit_config['description'], hit_config['reward'], hit_config['duration'], keywords=hit_config['keywords'], approval_delay=None, qual_req=quals)[0] # Check the config file to see if notifications are wanted. config = PsiturkConfig() config.load_config() try: url = config.get('Server Parameters', 'notification_url') all_event_types = [ "AssignmentAccepted", "AssignmentAbandoned", "AssignmentReturned", "AssignmentSubmitted", "HITReviewable", "HITExpired", ] self.mtc.set_rest_notification(hit_type.HITTypeId, url, event_types=all_event_types) except: pass # Specify all the HIT parameters self.param_dict = dict(hit_type=hit_type.HITTypeId, question=mturk_question, lifetime=hit_config['lifetime'], max_assignments=hit_config['max_assignments'], questions=None, response_groups=[ 'Minimal', 'HITDetail', 'HITQuestion', 'HITAssignmentSummary' ])
def build_hit_qualifications(self, approve_requirement, restrict_to_usa): """Translate restrictions/qualifications to boto Qualifications objects""" quals = Qualifications() quals.add( PercentAssignmentsApprovedRequirement("GreaterThanOrEqualTo", approve_requirement)) if restrict_to_usa: quals.add(LocaleRequirement("EqualTo", "US")) return quals
def get_requirement(qualification_type_id): """ Function to set the requirements. This is optional. :return: list """ qualifications = Qualifications() qualifications.add( PercentAssignmentsApprovedRequirement(comparator="GreaterThan", integer_value="90")) qualifications.add(LocaleRequirement("EqualTo", "US")) # qualifications.add(Requirement(qualification_type_id=qualification_type_id, comparator="EqualTo", integer_value="1")) return qualifications
def build_qualifications(locales=None): """ Creates a single qualification that workers have a > 95% acceptance rate. :return: boto qualification obj. """ qualifications = Qualifications() requirements = [ PercentAssignmentsApprovedRequirement(comparator="GreaterThan", integer_value="95") ] if locales: loc_req = LocaleRequirement(comparator='In', locale=locales) requirements.append(loc_req) _ = [qualifications.add(req) for req in requirements] return qualifications
def update_hit(settings): global hit hit_quals = Qualifications() old_hit_type_id = hit["type_id"] settings_quals = settings["qualifications"] ## TODO: master worker, custom quals, utility for creating qualifications? if (settings_quals): if settings_quals["location"]: hit_quals.add( LocaleRequirement("EqualTo", settings_quals["location"])) if settings_quals["approval_percentage"]: hit_quals.add( PercentAssignmentsApprovedRequirement( "GreaterThanOrEqualTo", settings_quals["approval_percentage"])) request_settings = dict( title=settings["title"], description=settings["description"], keywords=settings["keywords"], reward=settings["reward"], approval_delay=timedelta(seconds=settings["auto_approval_delay"]), duration=timedelta(seconds=settings["assignment_duration"]), qual_req=hit_quals) try: new_hit_type_id = mtc.register_hit_type( **request_settings)[0].HITTypeId if new_hit_type_id == old_hit_type_id: prints("Settings haven't changed; not updating") sys.exit(1) change_existing_hit_type_result = mtc.change_hit_type_of_hit( hit["id"], new_hit_type_id) except MTurkRequestError as e: print("Error\n") pp(e.__dict__) hit_modes[mode]["type_id"] = new_hit_type_id ## write new_hit_type_id to hit_modes.json with open("hit_modes.json", 'w') as f: json.dump(hit_modes, f, indent=4, separators=(',', ': ')) prints("Updated from type:", old_hit_type_id, "to type:", new_hit_type_id)
def createSeveralHits(numberOfSubjects): # HOST = 'mechanicalturk.sandbox.amazonaws.com' # HOST = 'mechanicalturk.amazonaws.com' global connection global layoutID url = 'THE LINK TO THE STUDY' title = "TITLE OF THE STUDY" description = "DESCRIPTION OF THE STUDY" keywords = ["KEYWORDS"] amount = 0.4 # game = ExternalQuestion(url, frame_height) remaining = numberOfSubjects create_hit_result = None timestr = time.strftime("%Y%m%d-%H%M%S") myfile=open("./HITIDs/"+timestr + '.txt', 'w') # Saves all the created hits under HITIDS. The name of the file is based on the date and time of creation. ####Setting Worker Requirements: workerRequirements=Qualifications() req1= PercentAssignmentsApprovedRequirement(comparator = "GreaterThan", integer_value = "96",required_to_preview=True) workerRequirements.add(req1) req2= LocaleRequirement(comparator = "EqualTo",locale ="US",required_to_preview=True) workerRequirements.add(req2) req3=NumberHitsApprovedRequirement(comparator = "GreaterThan", integer_value = "50",required_to_preview=True) workerRequirements.add(req3) while remaining>0: no_assignments = min(9, remaining) create_hit_result = connection.create_hit( title=title, description=description, keywords=keywords, max_assignments=no_assignments, hit_layout=layoutID, lifetime=6*60*60, duration=3*60*60, approval_delay=3*60*60*24, reward=Price(amount=amount), qualifications=workerRequirements) remaining -= no_assignments myfile.write(create_hit_result[0].HITId+"\n") print "No. Assignments: ", no_assignments print "Results:", create_hit_result print "hit ID:", create_hit_result[0].HITId
def submit_hit(self, urls, title, description, keywords=None, duration=datetime.timedelta(seconds=300), amount=0.0, response_groups=('Minimal', 'HITDetail'), num_assignments=5): quals = Qualifications() #mturk workers with high apporval in the US. approve_requirement = 95 quals.add( PercentAssignmentsApprovedRequirement("GreaterThanOrEqualTo", approve_requirement)) quals.add(LocaleRequirement("EqualTo", "US")) hit_type = self.mturk.register_hit_type( title, description, boto.mturk.price.Price(amount=amount), duration, keywords, qual_req=quals, approval_delay=datetime.timedelta(seconds=100000)) for requirement in quals.requirements: requirement.required_to_preview = True for url in urls: try: questionform = boto.mturk.question.ExternalQuestion( url, self.frame_height) create_hit_result = self.mturk.create_hit( hit_type=hit_type[0].HITTypeId, question=questionform, max_assignments=num_assignments, response_groups=('Minimal', 'HITDetail'), qualifications=quals, lifetime=datetime.timedelta(days=90)) assert create_hit_result.status except: print "Could not finish making hits. Check that you have enough money in the account!"
def __init__(self, host, n=10): mturkparams = dict( aws_access_key_id=config.get('AWS Access', 'aws_access_key_id'), aws_secret_access_key=config.get('AWS Access', 'aws_secret_access_key'), host=host) self.mtc = MTurkConnection(**mturkparams) # Configure portal experimentPortalURL = config.get('HIT Configuration', 'question_url') frameheight = 600 mturkQuestion = ExternalQuestion(experimentPortalURL, frameheight) # Qualification: quals = Qualifications() approve_requirement = config.getint('HIT Configuration', 'Approve_Requirement') quals.add( PercentAssignmentsApprovedRequirement("GreaterThanOrEqualTo", approve_requirement)) if config.getboolean('HIT Configuration', 'US_only'): quals.add(LocaleRequirement("EqualTo", "US")) # Specify all the HIT parameters self.paramdict = dict( hit_type=None, question=mturkQuestion, lifetime=datetime.timedelta( hours=config.getfloat('HIT Configuration', 'HIT_lifetime')), max_assignments=config.getint('HIT Configuration', 'max_assignments'), title=config.get('HIT Configuration', 'title'), description=config.get('HIT Configuration', 'description'), keywords=config.get('HIT Configuration', 'keywords'), reward=config.getfloat('HIT Configuration', 'reward'), duration=datetime.timedelta( hours=config.getfloat('HIT Configuration', 'duration')), approval_delay=None, questions=None, qualifications=quals)
class DevelopmentConfig(Config): DEVELOPMENT = True DEBUG = True TESTING = True MTURK_HOST = 'mechanicalturk.sandbox.amazonaws.com' MTURK_EXTERNAL_SUBMIT = 'https://workersandbox.mturk.com/mturk/externalSubmit' #CELERY_REDIS_MAX_CONNECTIONS = 5 QUALIFICATIONS = Qualifications([LocaleRequirement('EqualTo', 'US')]) CELERYBEAT_SCHEDULE = { 'delete_temp_files': { 'task': 'delete_temp_files', 'schedule': timedelta(seconds=86400), 'args': () }, 'run_gather': { 'task': 'run_gather', 'schedule': timedelta(seconds=20), 'args': () }, } TACKBP_NW_09_CORPUS_URL = 'https://s3-us-west-2.amazonaws.com/tac-kbp-2009/sentences.meta-sentencesonly-no-liu-et-al-naacl2016-test-set-2k'
def createHIT(): # TODO: fix height here url = 'https://www.zeerak.net/279akz/getTask/' external_question = ExternalQuestion(url, 1200) qualifications = Qualifications() qualifications.add(LocaleRequirement("EqualTo", "US")) response = mtc.create_hit( title='Read a short article and learn something new!', keywords='read, react, share, news', description='How would you share this on social media? Just one task!', duration=1800, question=external_question, reward=0.30, max_assignments=145, qualifications=qualifications, # response_groups='', # batches?? ) # The response included several fields that will be helpful later hit_type_Id = response[0].HITTypeId hit_Id = response[0].HITId available_balance = mtc.get_account_balance() print("-------------------------------------------------------") print("Your HIT has been created. You can see it at this link:") print(">>>>>> https://workersandbox.mturk.com/mturk/preview?groupId={}". format(hit_type_Id)) print("Your HIT Id is: {}".format(hit_Id)) print("And see results here:") print(">>>>>> {}".format(mturk_environment['manage'])) print("Your account balance is {}".format(available_balance)) print("-------------------------------------------------------") return
def read_config(self): '''Return (properties, variables_list)''' filename = self._get_filename('config') parser = RawConfigParser() parser.read(filename) properties = {} if parser.has_option('properties', 'hittypeid'): properties['hittypeid'] = parser.get('properties', 'hittypeid') else: # Create a new HIT Type ID if not present for key in ('title', 'description', 'keywords'): properties[key] = parser.get('properties', key) properties['reward'] = Price(parser.getfloat('properties', 'reward')) for key in ('assignmentduration', 'autoapprovaldelay'): properties[key] = self._parse_time(parser.get('timing', key)) # Qualifications requirements = [] if parser.has_option('qualifications', 'locale'): requirements.append(LocaleRequirement( 'EqualTo', parser.get('qualifications', 'locale'), True)) for key in RecordWrapper.QUALIFICATIONS: if parser.has_option('qualifications', key): value = parser.get('qualifications', key) comparator = ''.join(x for x in value if not x.isdigit()) value = int(value[len(comparator):]) requirements.append(RecordWrapper.QUALIFICATIONS[key]( RecordWrapper.COMPARATORS[comparator], value, True)) properties['qualifications'] = Qualifications(requirements) # Other properties properties['annotation'] = parser.get('properties', 'annotation') properties['assignments'] = parser.get('properties', 'assignments') try: properties['assignments'] = int(properties['assignments']) except ValueError: properties['assignments'] = self.read_assignment_amounts(properties['assignments']) properties['hitlifetime'] = self._parse_time(parser.get('timing', 'hitlifetime')) # Question properties['url'] = parser.get('question', 'url') properties['frameheight'] = parser.get('question', 'frameheight') # Input n = parser.getint('input', 'numhits') if isinstance(properties['assignments'], list): assert len(properties['assignments']) == n, (len(properties['assignments']), n) variables_list = [dict() for i in xrange(n)] for key in parser.options('input'): if key != 'numhits': value = parser.get('input', key) if value[0] == '[': value = json.loads(value) assert len(value) == n for i in xrange(n): variables_list[i][key] = value[i] elif '-' in value: start, end = [int(x) for x in value.split('-')] assert end - start + 1 == n for i in xrange(n): variables_list[i][key] = start + i else: for i in xrange(n): variables_list[i][key] = value return properties, variables_list
'raven.contrib.django.raven_compat', 'tests', 'tests.demo', ] mturk_hit_settings = { 'keywords': ['easy', 'bonus', 'choice', 'study'], 'title': 'Title for your experiment', 'description': 'Description for your experiment', 'frame_height': 500, 'preview_template': 'global/MTurkPreview.html', 'minutes_allotted_per_assignment': 60, 'expiration_hours': 7*24, # 7 days # to prevent retakes 'grant_qualification_id': 'YOUR_QUALIFICATION_ID_HERE', 'qualification_requirements': [ LocaleRequirement("EqualTo", "US"), PercentAssignmentsApprovedRequirement("GreaterThanOrEqualTo", 50), NumberHitsApprovedRequirement("GreaterThanOrEqualTo", 5), # Requirement('YOUR_QUALIFICATION_ID_HERE', 'DoesNotExist'), ] } SESSION_CONFIG_DEFAULTS = { 'real_world_currency_per_point': 0.01, 'participation_fee': 10.00, 'doc': "", 'mturk_hit_settings': mturk_hit_settings, }
def create_hit(href, hit): if hit.type == 'MULTIPLE_URLS': # the max_workers was not set in this form hit.max_workers = hit.size1 + hit.size2 + hit.size3 + hit.size4 + hit.size5 + \ hit.size6 + hit.size7 + hit.size8 + hit.size9 + hit.size10 hostURL = SANDBOX_HOST if hit.sandbox else HOST qualifications = Qualifications() if hit.hit_approval > 0: qualifications.add( NumberHitsApprovedRequirement("GreaterThan", hit.hit_approval, False)) if hit.hit_approval_rate > 0: qualifications.add( PercentAssignmentsApprovedRequirement("GreaterThan", hit.hit_approval_rate, False)) if hit.accepted_hit_rate > 0: qualifications.add( PercentAssignmentsSubmittedRequirement("GreaterThan", hit.accepted_hit_rate, False)) if hit.returned_hit_rate > 0: qualifications.add( PercentAssignmentsReturnedRequirement("GreaterThan", hit.returned_hit_rate, False)) if hit.abandoned_hit_rate > 0: qualifications.add( PercentAssignmentsAbandonedRequirement("LessThan", hit.abandoned_hit_rate, False)) if hit.rejected_hit_rate > 0: qualifications.add( PercentAssignmentsRejectedRequirement("LessThan", hit.rejected_hit_rate, False)) if hit.locale_qualification is not None and hit.locale_qualification != 'all': qualifications.add( LocaleRequirement("EqualTo", hit.locale_qualification, False)) connection = MTurkConnection(aws_access_key_id=hit.aws_access_key, aws_secret_access_key=hit.aws_secret_key, host=hostURL, is_secure=True) return Response( connection.create_hit( question=ExternalQuestion(href, hit.frame_height), lifetime=hit.lifetime, max_assignments=hit.max_workers, title=hit.title, description=hit.description, keywords=['turktime'] # TODO , reward=hit.reward, duration=hit.duration, approval_delay=hit.approval_delay, qualifications=qualifications, response_groups=[ 'Minimal', 'HITDetail', 'HITQuestion', 'HITAssignmentSummary' ]))
HOST = { True: "mechanicalturk.sandbox.amazonaws.com", False: "mechanicalturk.amazonaws.com" }[SANDBOX] NUM_ITERATIONS = 10 EXPERIMENT_URL = """https://sophiaray.github.io/quadmods/abstract.html?shapeCond=Rh,S&condition=label-order""" mtc = MTurkConnection(aws_access_key_id=AK, aws_secret_access_key=SK, host=HOST) quals = Qualifications() quals.add(PercentAssignmentsApprovedRequirement('GreaterThanOrEqualTo', 95)) quals.add(NumberHitsApprovedRequirement('GreaterThanOrEqualTo', 1)) quals.add(LocaleRequirement('EqualTo', 'US')) new_hit = mtc.create_hit( hit_type=None, question=ExternalQuestion(EXPERIMENT_URL, 600), lifetime=2 * 60 * 60, # Amount of time HIT will be available to accept unless 'max_assignments' are accepted before max_assignments=NUM_ITERATIONS, title='$3 for 15 min. | Concept learning | University of Louisville', description= 'Participate in a simple psychological experiment on concept learning. The complete duration should be approximately 15 minutes (reward is estimated according to $12/hr).', keywords='concepts, learning', reward=3.0, duration=45 * 60, # Maximum amount of time turkers are allowed to spend on HIT approval_delay=1 * 60 *
def create_hit(settings): global hit ## make sure there isn't already a hit if (hit is not None): sys.exit("Error: it looks like you already created the hit in %s mode (HIT ID stored in hit_modes.json)" % mode) hit_quals = Qualifications() settings_quals = settings["qualifications"] ## TODO: master worker, custom quals, utility for creating qualifications? if (settings_quals): if settings_quals["location"]: hit_quals.add(LocaleRequirement("EqualTo", settings_quals["location"])) if settings_quals["approval_percentage"]: hit_quals.add(PercentAssignmentsApprovedRequirement("GreaterThanOrEqualTo", settings_quals["approval_percentage"])) if "custom" in settings_quals and settings_quals["custom"]: hit_quals.add(Requirement(settings_quals["custom"]["QualificationTypeID"], settings_quals["custom"]["Comparator"],settings_quals["custom"]["IntegerValue"])) prints( "Your settings are:", "", dict_str(settings_raw) ) if "http:" in settings["url"]: sys.exit("Error: inside settings.json, your url is set to use 'http:'. It needs to use 'https:'") ## todo: some static analysis if dialogue_mode=="verbose": prints( "", "Are these settings okay? (yes/no)") confirm_settings = raw_input("> ") else: confirm_settings = "yes" if "n" in confirm_settings: sys.exit() if dialogue_mode=="verbose": prints( "", "How many assignments do you want to start with?", "(you can always add more later using cosub add)") max_assignments = None while max_assignments is None: try: max_assignments = int(raw_input("> ")) except ValueError: prints("Couldn't understand answer. Try entering a positive integer (e.g., 20)") else: prints("You will start with " + str(defaultNSs) + " assignments.") max_assignments = defaultNSs if mode == "production": reward = settings["reward"] cost = max_assignments * float(reward) fee = 0.4 if max_assignments > 9 else 0.2 fee_str = "40%" if fee == 0.4 else "20%" prints( "The cost will be $%.2f -- %s assignments * $%.2f/assignment + %s fee" % (cost, max_assignments, reward, fee_str) ) if dialogue_mode=="verbose": prints("Is this okay? (yes/no)") confirm_cost = raw_input("> ") if "n" in confirm_cost: sys.exit() else: print("(This won't cost anything because you're in sandbox mode)") ## TODO: implement bounds checking for assignments if dialogue_mode=="verbose": prints( "", "How long do you want to collect data for?", "You can give an answer in seconds, minutes, hours, days, or weeks.", "(and you can always add more time using cosub add)") lifetime_seconds = None while lifetime_seconds is None: lifetime = raw_input("> ") lifetime_seconds = timeparse(lifetime) if not lifetime_seconds: prints("Couldn't understand answer; try an answer in one of these formats:", " 2 weeks", " 3 days", " 12 hours", " 30 minutes") else: prints("You will collect data for " + defaultDuration + ".") lifetime_seconds = timeparse(defaultDuration) ## TODO: implement bounds checking for time (30 seconds - 1 year) prints("","Creating HIT...","") request_settings = dict( title = settings["title"], description = settings["description"], keywords = settings["keywords"], question = question.ExternalQuestion(settings["url"], settings["frame_height"]), max_assignments = max_assignments, reward = settings["reward"], approval_delay = timedelta(seconds = settings["auto_approval_delay"]), duration = timedelta(seconds = settings["assignment_duration"]), lifetime = timedelta(seconds = lifetime_seconds), qualifications = hit_quals ) try: create_result = mtc.create_hit(**request_settings)[0] except MTurkRequestError as e: print("Error\n") pp(e.__dict__) sys.exit(1) hit = { "id": create_result.HITId, # hit_group_id = hit.HITGroupId, "type_id": create_result.HITTypeId } hit_modes[mode] = hit print("Successfully created HIT") ## write hit and HITTypeId into even-odd.json with open("hit_modes.json", 'w') as new_settings_file: json.dump(hit_modes, new_settings_file, indent=4, separators=(',', ': ')) print("Wrote HIT ID and HIT Type ID to hit_modes.json") prints( "- The number of initial assignments is set to %s" % request_settings["max_assignments"], "- The initial HIT lifetime is set to %s" % humane_timedelta(request_settings["lifetime"])) prints( "", "Manage HIT: ", HOST_requester + "/mturk/manageHIT?HITId=" + hit["id"]) prints( "", "View HIT: ", HOST_worker + "/mturk/preview?groupId=" + hit["type_id"], "") logger.write({'Action': 'Create', 'Data': settings_raw })
if 'input' in hitdata['question']: qurls = [hitdata['question']['url'].format(**row) for row in hitdata['question']['input']] else: qurls = [hitdata['question']['url']] questions = [ExternalQuestion(url, hitdata['question']['height']) for url in qurls] quals = Qualifications() if 'builtin' in hitdata['qualifications']: for b in hitdata['qualifications']['builtin']: if b['qualification'] == 'AdultRequirement': assert b['value'] in (0, 1), 'value must be 0 or 1, not {}'.format(b['value']) q = AdultRequirement(b['comparator'], b['value'], b['private']) elif b['qualification'] == 'LocaleRequirement': q = LocaleRequirement(b['comparator'], b['locale'], b['private']) else: q = {'NumberHitsApprovedRequirement': NumberHitsApprovedRequirement, 'PercentAssignmentsAbandonedRequirement': PercentAssignmentsAbandonedRequirement, 'PercentAssignmentsApprovedRequirement': PercentAssignmentsApprovedRequirement, 'PercentAssignmentsRejectedRequirement': PercentAssignmentsRejectedRequirement, 'PercentAssignmentsReturnedRequirement': PercentAssignmentsReturnedRequirement, 'PercentAssignmentsSubmittedRequirement': PercentAssignmentsSubmittedRequirement }[b['qualification']](b['comparator'], b['value'], b['private']) quals.add(q) if 'custom' in hitdata['qualifications']: for c in hitdata['qualifications']['custom']: optional = {} if 'value' in c: optional['integer_value'] = c['value']
operation = "RegisterHITType" description = "Translate 10 words from " + language_name + " to English" title = "Translate 10 words from " + language_name + " to English" keywords = "translation, vocabulary, dictionary, " + language_name + ", English, language, research, JHU" approval_delay = 60 * 60 * 24 * 7 #7 days reward = 0.15 duration = 60 * 60 qualifications = Qualifications() qualifications.add( PercentAssignmentsApprovedRequirement(comparator="GreaterThan", integer_value="85")) if language_prefix not in indic: qualifications.add( LocaleRequirement(comparator="NotEqualTo", locale="IN")) response = mturk_conn.register_hit_type(title, description, reward, duration, keywords, approval_delay, qualifications) new_mturk_hittype_id = response[0].HITTypeId item = { "hittype_id": hittype_id, "mturk_hittype_id": mturk_hittype_id, "new_mturk_hittype_id": new_mturk_hittype_id, "typename": typename, "fulltypename": fulltypename } q.put(item)
def send_hit(self): # First check for qualifications qualifications = Qualifications() if self.qualification_adult: qualifications.add(AdultRequirement("EqualTo", 1)) else: qualifications.add(AdultRequirement("EqualTo", 0)) if self.qualification_custom not in [None, ""]: qualifications.add( Requirement(self.qualification_custom, self.qualification_custom_operator, self.qualification_custom_value, required_to_preview=True)) if self.qualification_number_hits_approved is not None: qual_number_hits = NumberHitsApprovedRequirement( "GreaterThan", self.qualification_number_hits_approved) qualifications.add(qual_number_hits) if self.qualification_percent_assignments_approved is not None: qual_perc_approved = PercentAssignmentsApprovedRequirement( "GreaterThan", self.qualification_percent_assignments_approved) qualifications.add(qual_perc_approved) if self.qualification_locale != 'None': qualifications.add( LocaleRequirement("EqualTo", self.qualification_locale)) # Domain name must be https url = "%s/turk/%s" % (DOMAIN_NAME, self.id) frame_height = 900 questionform = ExternalQuestion(url, frame_height) if len(qualifications.requirements) > 0: result = self.connection.create_hit( title=self.title, description=self.description, keywords=self.keywords, duration=datetime.timedelta(self.assignment_duration_in_hours / 24.0), lifetime=datetime.timedelta(self.lifetime_in_hours / 24.0), max_assignments=self.max_assignments, question=questionform, qualifications=qualifications, reward=Price(amount=self.reward), response_groups=('Minimal', 'HITDetail'))[0] else: result = self.connection.create_hit( title=self.title, description=self.description, keywords=self.keywords, duration=datetime.timedelta(self.assignment_duration_in_hours / 24.0), lifetime=datetime.timedelta(self.lifetime_in_hours / 24.0), max_assignments=self.max_assignments, question=questionform, reward=Price(amount=self.reward), response_groups=('Minimal', 'HITDetail'))[0] # Update our hit object with the aws HIT self.mturk_id = result.HITId # When we generate the hit, we won't have any assignments to update self.update(mturk_hit=result)
mtc = MTurkConnection( aws_access_key_id="EXAMPLE", aws_secret_access_key="EXAMPLE", host=HOST) # Configure portal experimentPortalURL = "http://smash.psych.nyu.edu:5001/mturk" frameheight = 600 mturkQuestion = ExternalQuestion( experimentPortalURL, 600 ) # Qualification: quals = Qualifications(); quals.add( PercentAssignmentsApprovedRequirement("GreaterThanOrEqualTo", "95") ) quals.add( LocaleRequirement("EqualTo", "US") ) #quals.add( NumberHitsApprovedRequirement("GreaterThanOrEqualTo", "100") ) # Specify all the HIT parameters paramdict = dict( hit_type = None, question = mturkQuestion, lifetime = datetime.timedelta(1), # How long the HIT will be available max_assignments = 50, # Total times it will be assigned, not max per turker title = "Paid volunteers needed for an online experiment in Psychology", description = "Learn to categorize a set of cards over a series of training trials.", keywords = "New York University, psychology experiment, category learning", reward = 0.75, duration = datetime.timedelta(hours=2), approval_delay = None, annotation = None, # Do we need this? Not clear on what it is.