def setUp(self):
self.graph = Graph()
tasks = []
gold_tasks = []
for x in range(1000):
t_id = 't' + str(x)
self.graph.add_task(t_id)
tasks.append(t_id)
for x in range(50):
gt_id = 'gt' + str(x)
self.graph.add_gold_task(gt_id, choice([-1, 1]))
gold_tasks.append(gt_id)
for w in range(100):
w_id = "w" + str(w)
self.graph.add_worker(w_id)
seen_tasks = randint(0, 500)
seen_gold_tasks = randint(0, 50)
for task in sample(tasks, seen_tasks):
self.graph.add_answer(w_id, task, choice([-1, 1, 1]))
for gold_task in sample(gold_tasks, seen_gold_tasks):
self.graph.add_answer(w_id, gold_task, choice([-1, 1, 1]))
def build_graph(self, db):
print("Build Graph")
g = Graph()
print("Adding Tasks")
self.add_graph_tasks(g, db)
print("Adding Workers and Answers")
self.add_graph_workers_and_answers(g, db)
return g
class AlgosTest(unittest.TestCase):
def setUp(self):
self.graph = Graph()
tasks = []
gold_tasks = []
for x in range(1000):
t_id = 't' + str(x)
self.graph.add_task(t_id)
tasks.append(t_id)
for x in range(50):
gt_id = 'gt' + str(x)
self.graph.add_gold_task(gt_id, choice([-1, 1]))
gold_tasks.append(gt_id)
for w in range(100):
w_id = "w" + str(w)
self.graph.add_worker(w_id)
seen_tasks = randint(0, 500)
seen_gold_tasks = randint(0, 50)
for task in sample(tasks, seen_tasks):
self.graph.add_answer(w_id, task, choice([-1, 1, 1]))
for gold_task in sample(gold_tasks, seen_gold_tasks):
self.graph.add_answer(w_id, gold_task, choice([-1, 1, 1]))
def test_lpi(self):
lpi = LPI(iterations=1)
output = lpi(self.graph)
print(output[1:20])
self.assertEqual(len(output[0]), 2)
def test_kos(self):
kos = KOS(iterations=1)
output = kos(self.graph)
print(output[1:20])
self.assertEqual(len(output[0]), 2)