def delete(self,
request,
slug_project,
database_object_project,
use_sandbox,
id_settings_batch,
format=None):
Manager_Settings_Batch.delete(id_settings_batch)
return Response(status=status.HTTP_204_NO_CONTENT)
def put(self, request, slug_project, database_object_project, use_sandbox, id_settings_batch, format=None):
item = Manager_Settings_Batch.get(id_settings_batch)
serializer = Serializer_Settings_Batch(item, data=request.data, partial=True)
if serializer.is_valid():
serializer.save()
return Response(serializer.data)
return Response(serializer.errors, status=status.HTTP_400_BAD_REQUEST)
def get(self,
request,
slug_project,
database_object_project,
use_sandbox,
format=None):
queryset, list_fields = Manager_Settings_Batch.get_all(
database_object_project=database_object_project,
request=request,
)
queryset_paginated, count_items = paginate_queryset(queryset, request)
serializer = Serializer_Settings_Batch(queryset_paginated,
many=True,
context={
'usecase':
'list_settings_batch',
'fields': list_fields,
})
return Response({
'items_total': count_items,
'data': serializer.data,
})
def create(self, validated_data):
print('validated_data')
print(validated_data)
print('validated_data')
project = Manager_Settings_Batch.create(data=validated_data)
return project
def update(self, instance, validated_data):
print('validated_data')
print(validated_data)
print('validated_data')
instance = Manager_Settings_Batch.update(
instance=instance,
data=validated_data,
)
return instance
def settings_batch_all(request,
slug_project,
database_object_project,
use_sandbox,
format=None):
queryset, list_fields = Manager_Settings_Batch.get_all(
database_object_project=database_object_project,
request=request,
)
serializer = Serializer_Settings_Batch(queryset,
many=True,
context={
'usecase': 'settings_batch_all',
'fields': list_fields,
})
return Response(serializer.data)
def settings_batch_all(request, slug_project, database_object_project, use_sandbox, format=None):
list_fields = request.query_params.getlist('fields[]')
if len(list_fields) == 0:
list_fields = None
queryset = Manager_Settings_Batch.get_all(
database_object_project=database_object_project,
request=request,
fields=list_fields,
)
serializer = Serializer_Settings_Batch(
queryset,
many=True,
context={
'usecase': 'settings_batch_all',
'fields': list_fields,
}
)
return Response(serializer.data)
def import_batches(database_object_project: Project, request: Request,
use_sandbox: bool):
from api.classes import Manager_Settings_Batch, Manager_Templates_Worker
for parsed_csv in request.data.get('parsedCSVs', []):
name_batch = request.data['nameBatch']
if name_batch is None:
name_batch = uuid.uuid4().hex.upper()
else:
name_batch = name_batch.upper()
# create batch
database_object_batch = Manager_Batches.create_batch(
name_batch=name_batch,
database_object_project=database_object_project,
use_sandbox=use_sandbox,
datetime_creation=datetime.datetime.strptime(
sorted(map(lambda x: x['CreationTime'], parsed_csv))[0],
'%a %b %d %H:%M:%S %Z %Y'),
)
template_worker = Manager_Templates_Worker.create(
data={
'database_object_project': database_object_project,
'name': '{}__{}'.format(name_batch,
timezone.now().timestamp()),
'height_frame': 800,
'template': request.data.get('templateWorker'),
'template_original': True,
})
count_assignments_estimated = collections.Counter(
map(lambda x: x['HITId'], parsed_csv)).most_common(1)[0][1]
Manager_Settings_Batch.clone_and_fix_settings_batch(
database_object_project=database_object_project,
database_object_batch=database_object_batch,
dictionary_settings_batch={
'title':
parsed_csv[0]['Title'],
'reward':
mturk_reward_to_database_reward(parsed_csv[0]['Reward']),
'count_assignments':
count_assignments_estimated,
'description':
parsed_csv[0]['Description'],
'lifetime':
600,
# 'lifetime': int(parsed_csv[0]['LifetimeInSeconds']),
'duration':
int(parsed_csv[0]['AssignmentDurationInSeconds']),
# 'keywords': parsed_csv[0]['Keywords']
'template_worker':
template_worker,
},
)
for assignment in parsed_csv:
print(assignment.keys())
break
return {'name_batch': name_batch}
def create_batch(self, data, database_object_project=None, use_sandbox=True):
from api.classes import Manager_Projects, ManagerTasks, Manager_Batches, Manager_Templates_Worker, Manager_Settings_Batch
try:
ManagerTasks.start(self.request.id)
client = Manager_Projects.get_mturk_api(use_sandbox)
dictionary_settings_batch = data['settings_batch']
# inject blocking code into the template
if dictionary_settings_batch['block_workers']:
dictionary_settings_batch[
'template_worker'].template = Manager_Batches.preprocess_template_request(
database_object_project,
dictionary_settings_batch['template_worker'].template)
# generate batch name if not given
try:
name_batch = data['name'].upper()
except KeyError:
name_batch = uuid.uuid4().hex.upper()
# create batch
database_object_batch = Manager_Batches.create_batch(
name_batch=name_batch,
database_object_project=database_object_project,
use_sandbox=use_sandbox,
)
Manager_Templates_Worker.clone_and_fix_template(
dictionary_settings_batch['template_worker'])
Manager_Settings_Batch.clone_and_fix_settings_batch(
database_object_project=database_object_project,
database_object_batch=database_object_batch,
dictionary_settings_batch=dictionary_settings_batch,
)
title = dictionary_settings_batch['title']
if dictionary_settings_batch['has_content_adult'] == True:
title = 'Contains adult content! {}'.format(title)
# return database_object_batch
for index, dictionary_hit in enumerate(data['data_csv']):
try:
mturk_obj_hit = client.create_hit(
Keywords=','.join([
keyword['text']
for keyword in dictionary_settings_batch['keywords']
]),
MaxAssignments=dictionary_settings_batch[
'count_assignments'],
LifetimeInSeconds=dictionary_settings_batch['lifetime'],
AssignmentDurationInSeconds=dictionary_settings_batch[
'duration'],
AutoApprovalDelayInSeconds=1209600,
Reward=Manager_Batches.cent_to_dollar(
dictionary_settings_batch['reward']),
Title=title,
Description=dictionary_settings_batch['description'],
Question=Manager_Batches.create_question(
dictionary_settings_batch['template_worker'].template,
dictionary_settings_batch['template_worker'].
height_frame, dictionary_hit),
QualificationRequirements=[]
# QualificationRequirements=Manager_Batches.get_qualifications(data)
)
pass
except ClientError as e:
print(e)
# messages.error(request, '''
# An error occured
# <a href="#alert_1" data-toggle="collapse" class="alert-link">details</a>
# <p class="collapse mb-0" id="alert_1">
# {}
# </p>
# '''.format(e))
if index == 0:
database_object_batch.delete()
break
# db_obj_tag = m_Tag.objects.create(
# name=project.glob_prefix_name_tag_hit+mturk_obj_hit['HIT']['HITId'],
# key_corpus=database_object_project.name
# )
# print(mturk_obj_hit)
db_obj_hit = HIT.objects.create(
# id_hit=str(random.randint(0, 9999999)),
id_hit=mturk_obj_hit['HIT']['HITId'].upper(),
batch=database_object_batch,
parameters=json.dumps(dictionary_hit),
datetime_expiration=mturk_obj_hit['HIT']['Expiration'],
datetime_creation=mturk_obj_hit['HIT']['CreationTime'],
)
self.update_state(state='PROGRESS',
meta={
'current': index + 1,
'total': len(data['data_csv'])
})
ManagerTasks.delete_by_uid(self.request.id)
except Exception as e:
ManagerTasks.failed(self.request.id)
print('{}'.format(e))
def import_batches(database_object_project: Project, request: Request, use_sandbox: bool):
from api.classes import Manager_Settings_Batch, Manager_Templates_Worker
for parsed_csv in request.data.get('parsedCSVs', []):
name_batch = request.data['nameBatch']
if name_batch is None:
name_batch = uuid.uuid4().hex.upper()
else:
name_batch = name_batch.upper()
# create batch
database_object_batch = Manager_Batches.create_batch(
name_batch=name_batch,
database_object_project=database_object_project,
use_sandbox=use_sandbox,
datetime_creation=datetime.datetime.strptime(sorted(map(lambda x: x['CreationTime'], parsed_csv))[0], '%a %b %d %H:%M:%S %Z %Y'),
)
database_object_template_worker = Manager_Templates_Worker.get(request.data.get('templateWorker'))
template_worker = Manager_Templates_Worker.clone_and_fix_template(database_object_template_worker)
count_assignments_estimated = collections.Counter(map(lambda x: x['HITId'], parsed_csv)).most_common(1)[0][1]
if 'name_settings_batch' in request.data:
Manager_Settings_Batch.create(data={
'database_object_project': database_object_project,
'name': request.data['name_settings_batch'],
'title': parsed_csv[0]['Title'],
'reward': mturk_reward_to_database_reward(parsed_csv[0]['Reward']),
'count_assignments': count_assignments_estimated,
'description': parsed_csv[0]['Description'],
'lifetime': 604800,
'duration': int(parsed_csv[0]['AssignmentDurationInSeconds']),
'template_worker': template_worker,
'block_workers': False,
'has_content_adult': False,
'keywords': [],
})
Manager_Settings_Batch.clone_and_fix_settings_batch(
database_object_project=database_object_project,
database_object_batch=database_object_batch,
dictionary_settings_batch={
'title': parsed_csv[0]['Title'],
'reward': mturk_reward_to_database_reward(parsed_csv[0]['Reward']),
'count_assignments': count_assignments_estimated,
'description': parsed_csv[0]['Description'],
'lifetime': 604800,
# 'lifetime': int(parsed_csv[0]['LifetimeInSeconds']),
'duration': int(parsed_csv[0]['AssignmentDurationInSeconds']),
# 'keywords': parsed_csv[0]['Keywords']
'template_worker': template_worker,
},
)
dict_hits = {}
dictionary_workers_available = {worker.id_worker: worker for worker in Worker.objects.all()}
for assignment in parsed_csv:
print('###################')
try:
database_object_hit = dict_hits[assignment['HITId']]
except KeyError:
database_object_hit = HIT.objects.create(
id_hit=assignment['HITId'].upper(),
batch=database_object_batch,
parameters=json.dumps({name_input: assignment['Input.{}'.format(name_input)] for name_input in [key.replace('Input.', '') for key in assignment if key.startswith('Input.')]}),
datetime_expiration=datetime.datetime.strptime(assignment['Expiration'], '%a %b %d %H:%M:%S %Z %Y'),
datetime_creation=datetime.datetime.strptime(assignment['CreationTime'], '%a %b %d %H:%M:%S %Z %Y'),
)
dict_hits[assignment['HITId']] = database_object_hit
try:
database_object_worker = dictionary_workers_available[assignment['WorkerId']]
except KeyError:
# otherwise create the new worker and add it to the dictionary
database_object_worker = Worker.objects.get_or_create(
id_worker=assignment['WorkerId'],
)[0]
dictionary_workers_available[assignment['WorkerId']] = database_object_worker
Assignment.objects.create(
id_assignment=assignment['AssignmentId'],
hit=database_object_hit,
worker=database_object_worker,
status_external=mturk_status_to_database_status(assignment['AssignmentStatus']),
answer=json.dumps({name_input: assignment['Answer.{}'.format(name_input)] for name_input in [key.replace('Answer.', '') for key in assignment if key.startswith('Answer.')]}),
datetime_submit=datetime.datetime.strptime(assignment['SubmitTime'], '%a %b %d %H:%M:%S %Z %Y'),
datetime_accept=datetime.datetime.strptime(assignment['AcceptTime'], '%a %b %d %H:%M:%S %Z %Y'),
)
# break
return {
'name_batch': name_batch
}
def get(self, request, slug_project, id_settings_batch):
item = Manager_Settings_Batch.get(id_settings_batch)
serializer = Serializer_Settings_Batch(item, context={'request': request})
return Response(serializer.data)