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d044abe fa26615 d044abe fa26615 d044abe | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | """All published metrics are percentages; no incomplete full-benchmark index."""
from collections import defaultdict
from runners import LANGUAGES
def aggregate(results,expected_ids,full_run=True):
if len({r['id'] for r in results})!=len(results):raise ValueError('Duplicate result IDs')
if {r['id'] for r in results}!=set(expected_ids):raise ValueError('Incomplete or extra results')
groups=defaultdict(list)
for r in results:groups[r['language']].append(r)
accuracy={lang:100*sum(bool(r['passed']) for r in group)/len(group) for lang,group in sorted(groups.items())}
syntax={lang:100*sum(bool(r['syntax_success']) for r in group)/len(group) for lang,group in sorted(groups.items())}
def fraction(row):
tests=row.get('tests')
if tests is None:return float(bool(row['passed']))
return sum(bool(t['passed']) for t in tests)/len(tests) if tests else 0.0
test_rates={lang:100*sum(fraction(r) for r in group)/len(group) for lang,group in sorted(groups.items())}
if full_run and set(groups)!=set(LANGUAGES):raise ValueError('Missing language')
score=sum(accuracy.values())/len(accuracy)
result={'scope':'full' if full_run else 'filtered','examples':len(results),'pass_at_1':score,
'syntax_success':sum(syntax.values())/len(syntax),
'hidden_test_pass_rate':sum(test_rates.values())/len(test_rates),
'per_language_test_pass_rate':test_rates,'per_language_accuracy':accuracy,
'per_language_syntax_success':syntax,'micro_accuracy':100*sum(r['passed'] for r in results)/len(results)}
result['smolscript_score' if full_run else 'filtered_macro_score']=score
return result
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