SoftElo / code /tests /test_data.py
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Add LMArena judge annotations and Soft-Elo reproduction package
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import unittest
from softelo_release.data import battle_id
from softelo_release.export import sanitize, shared_eligible, paper_valid, arrow_schema
class AnnotationTests(unittest.TestCase):
def row(self):
return dict(model_a='a', model_b='b', human_pref=0., judge_pref=.75,
instruction_id='source-1', metadata={'original_question_id':'1'},
scores_a={'quality':8.}, scores_b={'quality':6.},
instruction='DO NOT EXPORT THIS TEXT', completion_a='PRIVATE RESPONSE')
def test_judge_and_order_independent_battle_id(self):
self.assertEqual(battle_id('x','1','a','b'), battle_id('x','1','b','a'))
self.assertNotEqual(battle_id('x','1','a','b'), battle_id('y','1','a','b'))
def test_export_allowlist_and_missing_orders(self):
out = sanitize(self.row(),corpus='x',judge='judge',row_index=0,
source_index={'1':('a','b',0.)},revision='rev')
self.assertEqual(set(out), set(arrow_schema().names))
self.assertNotIn('instruction',out)
self.assertNotIn('completion_a',out)
self.assertFalse(out['has_order_scores'])
self.assertIsNone(out['scores_a_original'])
self.assertEqual(out['judge_pref'],.75) # raw weak label retained
def test_wrong_source_link_rejected(self):
with self.assertRaises(ValueError):
sanitize(self.row(),corpus='x',judge='j',row_index=0,
source_index={'1':('c','b',0.)},revision='rev')
def test_paper_and_shared_filters_are_distinct(self):
row=self.row();row['scores_a']['quality']=11.
self.assertTrue(paper_valid(row))
self.assertFalse(shared_eligible(row))
row['scores_a']['quality']=None
self.assertFalse(paper_valid(row))
def test_source_orientation_checked(self):
row=self.row();row.update(model_a='b',model_b='a',human_pref=1.)
out=sanitize(row,corpus='x',judge='j',row_index=0,
source_index={'1':('a','b',0.)},revision='rev')
self.assertTrue(out['source_order_reversed'])
class RevisionTests(unittest.TestCase):
def test_mutable_remote_revision_rejected_before_network(self):
from softelo_release.data import resolve_release
with self.assertRaises(ValueError):
resolve_release('example/nonexistent-release', revision='main')
if __name__ == '__main__':
unittest.main()