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()