def test_score_bad_match_same_day_run(self):
"""
Tests messages with mutually exclusive uids on the same day are scored lowly
"""
# uid, risk, day, time_received, true sender id
current_day = 0
message1 = Message(0, 0, current_day, "human:0")
message2 = Message(1, 0, current_day, "human:1")
clusters = Clusters()
clusters.add_messages([encode_message(message1)], current_day)
best_cluster, best_message, best_score = clusters.score_matches(message2, current_day)
self.assertEqual(best_score, -1)
self.assertEqual(message1, best_message)
def test_score_bad_match_one_day_run(self):
"""
Tests messages with mutually exclusive uids seperated by a day are scored lowly
"""
# uid, risk, day, true sender id
message1 = Message(0, 0, 0, "human:1")
message2 = Message(6, 0, 1, "human:1")
clusters = Clusters()
clusters.add_messages([encode_message(message1)], 0)
best_cluster, best_message, best_score = clusters.score_matches(message2, 1)
self.assertEqual(best_cluster, 0)
self.assertEqual(best_message, message1)
self.assertEqual(best_score, -1)
def test_score_good_match_same_day_run(self):
"""
Tests messages with the same uids on the same day are scored highly
"""
# uid, risk, day, true sender id
current_day = 0
message1 = Message(0, 0, current_day, "human:1")
message2 = Message(0, 0, current_day, "human:1")
clusters = Clusters()
clusters.add_messages([encode_message(message1)], current_day)
best_cluster, best_message, best_score = clusters.score_matches(message2, current_day)
self.assertEqual(best_cluster, 0)
self.assertEqual(best_message, message1)
self.assertEqual(best_score, 3)
def test_score_good_match_one_day_run(self):
"""
Tests messages with similar uids on the different day are scored mediumly
"""
# uid, risk, day, true sender id
current_day = 0
clusters = Clusters()
message1 = Message(0, 0, 0, "human:1")
clusters.add_messages([encode_message(message1)], current_day)
message2 = Message(1, 0, 1, "human:1")
best_cluster, best_message, best_score = clusters.score_matches(message2, 1)
self.assertEqual(best_cluster, 0)
self.assertEqual(best_message, message1)
self.assertEqual(best_score, 2)