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ad506db | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 | import unittest
from evaluate_predictions import evaluate
from score_frozen import summarize
class DemoTests(unittest.TestCase):
def test_matching_and_coverage(self):
qa=[dict(qa_id='a',short_answer='Protein A'),dict(qa_id='b',short_answer='B'),dict(qa_id='c',short_answer='C')]
r=evaluate(qa,[dict(qa_id='a',answer=[' protein a ']),dict(qa_id='b',error='API failure')])
self.assertEqual(r['accuracy_pct'],100)
self.assertEqual(r['scored'],1)
self.assertEqual(r['api_errors'],1)
self.assertEqual(r['missing_predictions'],1)
def test_explicit_alias(self):
r=evaluate([dict(qa_id='a',short_answer='Protein A')],[dict(qa_id='a',answer='PA')],{'a':['PA']})
self.assertEqual(r['correct'],1)
def test_duplicate_rejected(self):
with self.assertRaises(ValueError):
evaluate([dict(qa_id='a',short_answer='A')],[dict(qa_id='a',answer='A')]*2)
def test_stored_alias(self):
r=summarize([dict(qa_id='a',condition='P',correct_alias=True),dict(qa_id='b',condition='P',correct_alias=False)],'correct_alias','exclude')
self.assertEqual(r['groups'][0]['accuracy_pct'],50)
if __name__=='__main__':unittest.main()
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