print "--------------------"
except:
pass
# print 'The assignment is already rejected'
# print "--------------------"
# print 'count', count
#mtc.disable_hit(hit.HITId)
# print "HIT", hit.HITId, "disabled."
# reverse a rejection by HIT ID
if False:
assignments = mtc.get_assignments("3WYZV0QBFJON6RY9UPLT3NS7P10BXM")
count = 0
for assignment in assignments:
try:
mtc.approve_rejected_assignment(assignment.AssignmentId)
print "Worker %s is re-approved" % assignment.WorkerId
code = code_gen(assignment.WorkerId)
print "The confirm code created:", code
f.write(assignment.WorkerId)
f.write('\t')
f.write(code)
f.write('\n')
batch_finished_pre = get_batch_finished_pre(
assignment.WorkerId, worker_code)
if assignment.WorkerId not in worker_code:
worker_code[assignment.WorkerId] = code
else:
worker_code[assignment.WorkerId].append(code)
except:
pass
# print 'The assignment is already rejected'
# print "--------------------"
# print 'count', count
#mtc.disable_hit(hit.HITId)
# print "HIT", hit.HITId, "disabled."
# reverse a rejection by HIT ID
if False:
assignments = mtc.get_assignments("3WYZV0QBFJON6RY9UPLT3NS7P10BXM")
count = 0
for assignment in assignments:
try:
mtc.approve_rejected_assignment(assignment.AssignmentId)
print "Worker %s is re-approved" % assignment.WorkerId
code = code_gen(assignment.WorkerId)
print "The confirm code created:", code
f.write(assignment.WorkerId)
f.write('\t')
f.write(code)
f.write('\n')
batch_finished_pre = get_batch_finished_pre(assignment.WorkerId, worker_code)
if assignment.WorkerId not in worker_code:
worker_code[assignment.WorkerId] = code
else:
worker_code[assignment.WorkerId].append(code)
batch_finished = get_batch_finished(code)
class MTurk(object):
def __init__(self, app=None):
self.host = 'https://mechanicalturk.sandbox.amazonaws.com'
self.secret_key = None
self.access_id = None
self.app = app
if app is not None:
self.init_app(app)
def init_app(self, app):
app.config.setdefault('MTURK_SECRET_KEY', None)
app.config.setdefault('MTURK_ACCESS_ID', None)
app.config.setdefault('MTURK_SANDBOX', True)
self.update_credentials(app.config['MTURK_ACCESS_ID'],
app.config['MTURK_SECRET_KEY'])
self.is_sandbox = app.config['MTURK_SANDBOX']
self.valid_login = self.verify_aws_login()
def update_credentials(self, aws_access_key_id, aws_secret_access_key):
self.aws_access_key_id = aws_access_key_id
self.aws_secret_access_key = aws_secret_access_key
def verify_aws_login(self):
if ((self.aws_secret_access_key is None)
or (self.aws_access_key_id is None)):
logging.warning('No AWS keys found in app configuration')
else:
host = 'mechanicalturk.amazonaws.com'
params = dict(aws_access_key_id=self.aws_access_key_id,
aws_secret_access_key=self.aws_secret_access_key,
host=host)
self.mtc = MTurkConnection(**params)
try:
self.mtc.get_account_balance()
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
else:
return True
def connect_to_turk(self):
if not self.valid_login:
logging.warning(
'Sorry, unable to connect to Amazon Mechanical Turk. Please check your credentials'
)
return False
if self.is_sandbox:
host = 'mechanicalturk.sandbox.amazonaws.com'
else:
host = 'mechanicalturk.amazonaws.com'
mturkparams = dict(aws_access_key_id=self.aws_access_key_id,
aws_secret_access_key=self.aws_secret_access_key,
host=host)
self.mtc = MTurkConnection(**mturkparams)
return True
def get_account_balance(self):
if not self.connect_to_turk():
return dict(success=False, message='Could not connect to AWS')
try:
balance = self.mtc.get_account_balance()
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
else:
return balance
def get_reviewable_hits(self):
if not self.connect_to_turk():
return dict(success=False, message='Could not connect to AWS')
try:
hits = self.mtc.get_all_hits()
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
reviewable_hits = [
hit for hit in hits
if hit.HITStatus == "Reviewable" or hit.HITStatus == "Reviewing"
]
hits_data = [
MTurkHIT({
'hitid': hit.HITId,
'title': hit.Title,
'status': hit.HITStatus,
'max_assignments': hit.MaxAssignments,
'number_assignments_completed':
hit.NumberOfAssignmentsCompleted,
'number_assignments_pending': hit.NumberOfAssignmentsPending,
'number_assignments_available':
hit.NumberOfAssignmentsAvailable,
'creation_time': hit.CreationTime,
'expiration': hit.Expiration
}) for hit in reviewable_hits
]
return hits_data
def get_all_hits(self):
""" Get all HITs """
if not self.connect_to_turk():
return False
try:
hits = self.mtc.get_all_hits()
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
hits_data = [
MTurkHIT({
'hitid': hit.HITId,
'title': hit.Title,
'status': hit.HITStatus,
'max_assignments': hit.MaxAssignments,
'number_assignments_completed':
hit.NumberOfAssignmentsCompleted,
'number_assignments_pending': hit.NumberOfAssignmentsPending,
'number_assignments_available':
hit.NumberOfAssignmentsAvailable,
'creation_time': hit.CreationTime,
'expiration': hit.Expiration,
}) for hit in hits
]
return hits_data
def get_active_hits(self):
""" Get active HITs """
if not self.connect_to_turk():
return dict(success=False, message='Could not connect to AWS')
# hits = self.mtc.search_hits()
try:
hits = self.mtc.get_all_hits()
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
active_hits = [hit for hit in hits if not hit.expired]
hits_data = [
MTurkHIT({
'hitid': hit.HITId,
'title': hit.Title,
'status': hit.HITStatus,
'max_assignments': hit.MaxAssignments,
'number_assignments_completed':
hit.NumberOfAssignmentsCompleted,
'number_assignments_pending': hit.NumberOfAssignmentsPending,
'number_assignments_available':
hit.NumberOfAssignmentsAvailable,
'creation_time': hit.CreationTime,
'expiration': hit.Expiration,
}) for hit in active_hits
]
return hits_data
def get_hit(self, hit_id, response_groups=None):
if not self.connect_to_turk():
return dict(success=False, message='Could not connect to AWS')
try:
hit = self.mtc.get_hit(hit_id, response_groups)[0]
except MTurkRequestError as e:
return False
return hit
def get_workers(self, assignment_status=None):
""" Get workers """
if not self.connect_to_turk():
return dict(success=False, message='Could not connect to AWS')
try:
hits = self.mtc.search_hits(sort_direction='Descending',
page_size=20)
except MTurkRequestError as e:
return False
hit_ids = [hit.HITId for hit in hits]
workers_nested = [
self.mtc.get_assignments(hit_id,
status=assignment_status,
sort_by='SubmitTime',
page_size=100) for hit_id in hit_ids
]
workers = [val for subl in workers_nested
for val in subl] # Flatten nested lists
worker_data = [{
'hitId': worker.HITId,
'assignmentId': worker.AssignmentId,
'workerId': worker.WorkerId,
'submit_time': worker.SubmitTime,
'accept_time': worker.AcceptTime,
'status': worker.AssignmentStatus,
'completion_code': worker.answers[0][0].fields[0]
} for worker in workers]
return worker_data
def bonus_worker(self, assignment_id, amount, reason=""):
""" Bonus worker """
if not self.connect_to_turk():
return dict(success=False, message='Could not connect to AWS')
try:
bonus = MTurkConnection.get_price_as_price(amount)
assignment = self.mtc.get_assignment(assignment_id)[0]
worker_id = assignment.WorkerId
self.mtc.grant_bonus(worker_id, assignment_id, bonus, reason)
return True
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
def approve_worker(self, assignment_id, feedback=None):
""" Approve worker """
if not self.connect_to_turk():
return dict(success=False, message='Could not connect to AWS')
try:
self.mtc.approve_assignment(assignment_id, feedback=feedback)
return True
except MTurkRequestError as e:
return False
def reject_worker(self, assignment_id):
""" Reject worker """
if not self.connect_to_turk():
return dict(success=False, message='Could not connect to AWS')
try:
self.mtc.reject_assignment(assignment_id, feedback=None)
return True
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
def unreject_worker(self, assignment_id):
""" Unreject worker """
if not self.connect_to_turk():
return dict(success=False, message='Could not connect to AWS')
try:
self.mtc.approve_rejected_assignment(assignment_id)
return True
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
def assign_qualification(self,
qualification_type_id,
worker_id,
value=1,
send_notification=True):
if not self.connect_to_turk():
return dict(success=False, message='Could not connect to AWS')
try:
self.mtc.assign_qualification(qualification_type_id, worker_id,
value, send_notification)
return True
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
def revoke_qualification(self,
subject_id,
qualification_type_id,
reason=None):
if not self.connect_to_turk():
return False
try:
self.mtc.revoke_qualification(subject_id, qualification_type_id,
reason)
return True
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
def notify_worker(self, worker_id, subject, message_text):
if not self.connect_to_turk():
return False
try:
self.mtc.notify_workers(worker_id, subject, message_text)
return True
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
def list_workers_with_qualification(self, qualification_type_id):
if not self.connect_to_turk():
return False
try:
workers = self.mtc.get_all_qualifications_for_qual_type(
qualification_type_id)
except MTurkRequestError as e:
return dict(success=False, message=e.error_message)
workers = [w.SubjectId for w in workers]
return workers
class TurkerResults:
# TODO: this should be moved to DB
def get_tasklet_from_hit(self, hitid):
self.cur.execute("""
select task_id
from tasklet_session_log
where assignment_id not like 'picked_%%' and
worker_id not like 'internal_%%'
and hit_id = %s; """,[hitid])
return self.cur.fetchall()
def get_tasklet_kw(self, tid):
self.cur.execute("""
select keywords
from tasklets
where tasklets.id = %s
""", [tid])
return self.cur.fetchone()[0]
def __init__(self):
self.config = HaCRSUtil.get_config('../config.ini')
HOST = self.config.get('mturk','host')
AWS_ACCESS_KEY_ID = self.config.get('mturk', 'access_key_id')
AWS_SECRET_ACCESS_KEY = self.config.get('mturk', 'secret_access_key')
self.MTconnection = MTurkConnection(aws_access_key_id=AWS_ACCESS_KEY_ID,
aws_secret_access_key=AWS_SECRET_ACCESS_KEY,
host=HOST)
self.db = HaCRSDB()
self.con, self.cur = HaCRSUtil.get_db(self.config)
self.mt = HaCRSTurker()
def assignment_payout(self, assignments, amount):
paysum = 0
for assignment in assignments:
if assignment.AssignmentStatus == 'Approved':
paysum += amount
else:
pdb.set_trace()
pass
return paysum
def get_paid_bonus(self, bonuses, assignmentid, workerid):
for bonus in bonuses:
if bonus['aid'] == assignmentid and bonus['wid'] == workerid :
return bonus['price']
return 0
def get_all_hits(self):
all_hits = [hit for hit in self.MTconnection.get_all_hits()]
totassignments = 0
maxtotalspent = 0
for hit in all_hits:
assignments = self.MTconnection.get_assignments(hit.HITId)
assignmentpay = self.assignment_payout(assignments, float(hit.Amount))
maxtotalspent += assignmentpay
#print "{} - {} - {} - Expired: {} Keywords: {} #Assignments: {}".format(hit.CreationTime, hit.HITStatus, hit.HITReviewStatus, hit.expired, hit.Keywords, len(assignments))
totassignments += len(assignments)
#print ''
#print "Total: #HIT: {}, #Assignments: {} TotalMaxSpent: {}".format(len(all_hits), totassignments, maxtotalspent)
def log_worker(self, worker_base, worker_bonus, worker_solves, difficulty_solves, assignment, bonuses, hit):
wid = assignment.WorkerId
if wid not in worker_base.keys():
worker_base[wid] = 0.0
worker_solves[wid] = {}
wbonus = self.get_paid_bonus(bonuses, assignment.AssignmentId, wid)
worker_base[wid] += float(hit.Amount)
if wbonus > 0:
if wid not in worker_bonus.keys():
worker_bonus[wid] = 0.0
worker_bonus[wid] += wbonus
if hit.Keywords not in worker_solves[wid].keys():
worker_solves[wid][hit.Keywords] = 0
worker_solves[wid][hit.Keywords] += 1
if hit.Keywords not in difficulty_solves.keys():
difficulty_solves[hit.Keywords] = 0
difficulty_solves[hit.Keywords] += 1
def get_all_spendings_by_worker(self):
all_hits = [hit for hit in self.MTconnection.get_all_hits()]
maxtotalspent = 0
bonuses = json.load(open('bonus_paid.json'))
worker_base = {}
worker_bonus = {}
worker_solves = {}
difficulty_solves = {}
for hit in all_hits:
assignments = self.MTconnection.get_assignments(hit.HITId)
for assignment in assignments:
if assignment.AssignmentStatus == 'Approved':
self.log_worker(worker_base, worker_bonus, worker_solves, difficulty_solves, assignment, bonuses, hit)
#print "Worker Base:"
#print json.dumps(worker_base, sort_keys=True, indent=4, separators=(',', ': ') )
#print "Worker Bonus:"
#print json.dumps(worker_bonus, sort_keys=True, indent=4, separators=(',', ': ') )
#print "Worker Solves:"
#print json.dumps(worker_solves, sort_keys=True, indent=4, separators=(',', ': ') )
#print "By Difficulty:"
#print json.dumps(difficulty_solves, sort_keys=True, indent=4, separators=(',', ': ') )
return
def test_seek_tasklet(self, tid, program ):
fseek = '{}/{}/{}-seek.json'.format(self.config.get('general', 'resultsfolder'), program, tid)
if os.path.exists(fseek):
return json.load(open(fseek))['triggered']
else:
return None
def approve_reject(self, taskid_earnings):
global EXPERIMENT_START
all_hits = [hit for hit in self.MTconnection.get_all_hits()]
worker_solvecount = {}
worker_solvedifficulty = {}
solved = 0
tasklet_hit_done = set()
empty = { 'easy': 0, 'medium': 0, 'hard': 0, 'very_hard': 0, 'priority': 0 }
for hit in all_hits:
if not hit.CreationTime.startswith(EXPERIMENT_START):
#print 'old hit!'
continue
if hit.NumberOfAssignmentsCompleted == 0:
continue
tasklet_ids = self.get_tasklet_from_hit(hit.HITId)
if len(tasklet_ids) == 0:
continue
for line in tasklet_ids:
tid = str(line[0])
tasklet = self.db.get_full_tasklet(tid)
assignments = self.MTconnection.get_assignments(hit.HITId)
for assignment in assignments:
if assignment.WorkerId not in worker_solvecount.keys():
worker_solvecount[assignment.WorkerId] = 0
worker_solvedifficulty[assignment.WorkerId] = copy.deepcopy(empty)
if tasklet['type'] != 'SEED':
assert False, 'Wrong tasklet type!'
#print 'hit: {} {}'.format(hit.HITStatus, hit.HITReviewStatus)
if assignment.AssignmentStatus == 'Approved':
tkey = "{}/{}/{}".format(hit.HITId, assignment.AssignmentId, assignment.WorkerId)
if not tkey in tasklet_hit_done:
worker_solvedifficulty[assignment.WorkerId][tasklet['keywords']] += 1
tasklet_hit_done.add(tkey)
#print 'Approved: {}'.format(tkey)
if hit.HITReviewStatus == 'NotReviewed':
if not assignment.AssignmentStatus == 'Submitted':
solved += 1
continue
try:
money = taskid_earnings[tid][assignment.WorkerId]
except Exception as e:
#print '{} error'.format(tasklet['type'])
continue
if money['payout'] < money['amount']:
pass
#print 'Possible reject: {}'.format(money['payout'])
# TODO - uncomment this to actually reject a task
#self.MTconnection.reject_assignment(assignment.AssignmentId)
if money['payout'] >= money['amount']:
self.MTconnection.approve_assignment(assignment.AssignmentId, feedback = "Thanks for participating, more similar tasks coming soon")
pass
else:
#print 'else: {}'.format(hit.HITReviewStatus)
pass
worker_solvecount[assignment.WorkerId]+= float(hit.Amount)
#pprint (sorted(worker_solvecount.items(), key=operator.itemgetter(1)))
#print "worker_solvecount"
#print json.dumps(worker_solvecount, sort_keys=True, indent=4, separators=(',', ': ') )
#print "worker_solvedifficulty"
#print json.dumps(worker_solvedifficulty, sort_keys=True, indent=4, separators=(',', ': ') )
#print "Solved: {}, total payout: {}".format(solved, sum(worker_solvecount.values()))
def split_composite_key(self, k):
# "{}-{}-{}-{}".format(taskid, hitid, assignmentid, workerid)
tid = k[:36]
hitid, aid, workerid = k[37:].split('-')
assert len(hitid) == 30
assert len(aid) == 30
assert len(workerid) in [11, 12, 13, 14]
return {'tid': tid, 'hitid': hitid, 'aid': aid, 'workerid': workerid}
def get_seed_stats(self, seed_taskletid_solved):
global EXPERIMENT_START
unique_seed_workers = set()
worker_payouts_base = {}
worker_payouts_bonus = {}
worker_payouts_combined = {}
worker_solves = {}
tasklet_solved = set()
total_payout_base = 0
total_payout_bonus = 0
tasklet_difficulty = {}
program_solves = {}
for program in json.load(open(self.config.get('general', 'programsjson'))):
prog_maxcoverage[program] = 0
if program not in program_solves:
program_solves[program] = 0
program = None
total_payout = 0
for tasklet in self.db.get_seed_tasklets():
if not str(tasklet['timestamp']).startswith(EXPERIMENT_START):
continue
if tasklet['program'] in ['seed_training', 'A_Game_of_Chance']:
continue
if tasklet['id'] in seed_taskletid_solved.keys():
program_solves[tasklet['program']] += 1
for jfile in glob.glob('{}/{}/{}*/*.json'.format(self.config.get('general', 'resultsfolder'), tasklet['program'], str(tasklet['id']))):
try:
metadata = self.split_composite_key(jfile.split(os.path.sep)[jfile.split(os.path.sep).index('result.json')-1])
# fake keys
except Exception as e:
continue
# that's us
if metadata['workerid'] == 'A2PRAI0ABXN99X':
continue
results = json.loads(open(jfile).readlines()[-1])
tasklet = self.db.get_full_tasklet(metadata['tid'])
payout = HaCRSUtil.get_current_payout(tasklet['payout_arr'], results['new_transitions'])
prog_maxcoverage[tasklet['program']] = max(prog_maxcoverage[tasklet['program']], results['coverage'])
if payout > 0:
if metadata['workerid'] not in worker_solves.keys():
worker_solves[metadata['workerid']] = 0
worker_solves[metadata['workerid']] += 1
unique_seed_workers.add(metadata['workerid'])
if tasklet['keywords'] not in tasklet_difficulty:
tasklet_difficulty[tasklet['keywords']] = 0
tasklet_difficulty[tasklet['keywords']] += 1
tasklet_solved.add(tasklet['id'])
if metadata['workerid'] not in worker_payouts_base.keys():
worker_payouts_base[metadata['workerid']] = []
worker_payouts_bonus[metadata['workerid']] = []
worker_payouts_combined[metadata['workerid']] = []
worker_payouts_base[metadata['workerid']].append(tasklet['amount'])
total_payout_base += tasklet['amount']
if payout > tasklet['amount']:
total_payout_bonus += round(payout - tasklet['amount'], 2)
worker_payouts_bonus[metadata['workerid']].append(round(payout - tasklet['amount'], 2))
total_payout_bonus += round(payout - tasklet['amount'], 2)
worker_payouts_combined[metadata['workerid']].append(round(payout, 2))
total_payout += payout
pass
#print 'Total seed BASE payment: $ {}'.format(total_payout_base)
#print 'Total seed BONUS payment: $ {}'.format(total_payout_bonus)
#print 'Workers solving at least one SEED Task: {}'.format(len(unique_seed_workers))
#print 'Number of solved SEED tasks: {}'.format(len(tasklet_solved))
#print 'Number of tasklets by difficulty: {}'.format(tasklet_difficulty)
#print 'Busiest worker: {} solves'.format(max(worker_solves.values()))
#print 'Average worker throughput: {} solves'.format(round(sum(worker_solves.values()) / float(len(worker_solves.values())), 2))
pdb.set_trace()
def get_solve_ratio(self):
global EXPERIMENT_START
prog_maxcoverage = {}
taskid_earnings = {}
total_payout_with_bonus = 0
goalreached = 0
goalnotreached = 0
for program in json.load(open(self.config.get('general', 'programsjson'))):
prog_maxcoverage[program] = 0
program = None
seed_taskletid_solved = {}
empty = { 'easy': 0, 'medium': 0, 'hard': 0, 'very_hard': 0, 'priority': 0 }
for tasklet in self.db.get_seed_tasklets() + self.db.get_seek_tasklets():
if not str(tasklet['timestamp']).startswith(EXPERIMENT_START):
continue
for jfile in glob.glob('{}/{}/{}*/*.json'.format(self.config.get('general', 'resultsfolder'), tasklet['program'], str(tasklet['id']))):
try:
metadata = self.split_composite_key(jfile.split(os.path.sep)[jfile.split(os.path.sep).index('result.json')-1])
# fake keys
except Exception as e:
#print e
continue
# that's us
if metadata['workerid'] == 'A2PRAI0ABXN99X':
continue
results = json.loads(open(jfile).readlines()[-1])
tasklet = self.db.get_full_tasklet(metadata['tid'])
if tasklet == None:
#print "No tasklet for program {}".format(tasklet['program'])
continue
if tasklet['type'] == 'SEED':
payout = HaCRSUtil.get_current_payout(tasklet['payout_arr'], results['new_transitions'])
prog_maxcoverage[tasklet['program']] = max(prog_maxcoverage[tasklet['program']], results['coverage'])
elif tasklet['type'] == 'SEEK':
payout = tasklet['amount']
elif tasklet['type'] == 'DRILL':
payout = tasklet['amount']
total_payout_with_bonus += payout
# over-achieved
if tasklet['amount'] <= payout:
goalreached += 1
elif tasklet['amount'] > payout:
goalnotreached += 1
if tasklet['amount'] <= payout and tasklet['type'] == 'SEED':
hitinfos = self.db.get_hit_for_tasklet(tasklet['id'])
for hit in hitinfos:
assignment = self.mt.get_assignment_from_hit(hit)
if assignment and assignment.WorkerId in ['A10O5YR01H865K', 'A1HRHFU7KTS0KW', 'A1PUHCEBSOWETV']:
pass
seed_taskletid_solved[tasklet['id']] = True
if metadata['tid'] not in taskid_earnings.keys():
taskid_earnings[metadata['tid']] = {}
if metadata['workerid'] not in taskid_earnings[metadata['tid']].keys():
taskid_earnings[metadata['tid']][metadata['workerid']] = {}
taskid_earnings[metadata['tid']][metadata['workerid']] = {'payout': payout, 'amount': tasklet['amount']}
#print "Goal reached: {}, Goal not reached: {}". format(goalreached, goalnotreached)
#print "taskid_earnings"
pprint(taskid_earnings)
return taskid_earnings, prog_maxcoverage, seed_taskletid_solved
def log_bonus(self, tid, wid, aid, price):
self.bonuses.append({'tid': tid, 'wid': wid, 'aid': aid, 'price': price})
json.dump(self.bonuses, open('bonus_paid.json', 'w'), sort_keys=True, indent=4, separators=(',', ': ') )
def do_pay_bonus(self, tid, wid, aid, price):
assert len(tid) > 5, 'tasklet id mismatch'
reason = "We issued a bonus for reaching a stretch goal of our task - Thanks!"
assert price < 5
self.log_bonus(tid, wid, aid, price)
try:
self.MTconnection.grant_bonus(wid, aid, Price(price), reason)
return True
except Exception as e:
#print "Not issued for whatever reason: {}".format(e)
return False
def bonus_paid_before(self, tid, wid, aid):
for bonus in self.bonuses:
if bonus['tid'] == tid and bonus['aid'] == aid and bonus['wid'] == wid:
return True
return False
def check_bonus(self, taskid_earnings):
self.bonuses = json.load(open('bonus_paid.json'))
total_bonus_issued = 0
worker_bonus = {}
for program in json.load(open(self.config.get('general', 'programsjson'))):
for jfile in glob.glob('{}/{}/*/result.json'.format(self.config.get('general', 'resultsfolder'), program)):
try:
xkey = jfile.split(os.path.sep)[jfile.split(os.path.sep).index('result.json')-1]
if xkey.endswith('-OLD') or xkey.endswith('-internal_zardus'):
continue
metadata = self.split_composite_key(xkey)
except Exception as e:
#pdb.set_trace()
#print 'Skipping {}'.format(e)
continue
if metadata['workerid'] == 'A2PRAI0ABXN99X':
continue
results = json.loads(open(jfile).readlines()[-1])
tasklet = self.db.get_full_tasklet(metadata['tid'])
try:
money = taskid_earnings[str(tasklet['id'])][metadata['workerid']]
except Exception as e:
continue
if tasklet['type'] != 'SEED':
#print "We only pay a bonus for SEEDing"
continue
if money['payout'] > money['amount']:
bonus = round(money['payout'] - money['amount'], 2)
if metadata['workerid'] not in worker_bonus:
worker_bonus[metadata['workerid']] = 0
worker_bonus[metadata['workerid']] += round( worker_bonus[metadata['workerid']] + bonus, 2)
if self.bonus_paid_before(str(tasklet['id']), metadata['workerid'], metadata['aid']):
#print 'paid before - skip'
pass
else:
pass
#print 'Bonus payout: {}'.format(bonus)
# TODO...
#if self.do_pay_bonus(str(tasklet['id']), metadata['workerid'], metadata['aid'], bonus):
# total_bonus_issued += bonus
#print 'worker_bonus'
#print json.dumps(worker_bonus, sort_keys=True, indent=4, separators=(',', ': ') )
#print "Issued {} in bonuses".format(total_bonus_issued)
def show_medium_hard(self, taskid_earnings):
for tasklet in taskid_earnings:
#tasklet = self.db.get_full_tasklet(tasklet)
kw = self.get_tasklet_kw(tasklet)
kwkey = ['easy', 'medium', 'hard', 'very_hard', 'priority'].index(kw)
if len(filter(lambda x: x['payout'] >= x['amount'], taskid_earnings[tasklet].values())) > 0:
pass
#print '{} [{}] {}: {}'.format(self.db.get_tasklet_program(tasklet), kwkey, kw, tasklet)
sys.exit(1)
def approve_single(self, hitid):
xhit = self.MTconnection.get_hit(hitid)
assignments = self.MTconnection.get_assignments(xhit[0].HITId)
#print 'Verify data before proceeding'
pdb.set_trace()
rc = self.MTconnection.approve_rejected_assignment(assignments[0].AssignmentId, feedback = "Thanks for participating, more similar tasks coming soon")
def trace_hit(self, hitid):
xhit = self.MTconnection.get_hit(hitid)
pdb.set_trace()
pass