| import json,tempfile,unittest |
| from pathlib import Path |
| from annotate_api import Ledger,parse_result,payload |
|
|
| ROW={'id':'test','state':'Question text','instruction':'Pick','options':['yes','no'],'gold':1,'family':'demo','task':'demo','provenance':{'repository':'test/source'}} |
|
|
| def response(top,output='A'): |
| return {'status':'completed','model':'test','output':[{'content':[{'type':'output_text','text':output,'logprobs':[{'token':output,'logprob':-1.,'top_logprobs':top}]}]}],'usage':{'input_tokens':100,'output_tokens':3}} |
|
|
| class APITests(unittest.TestCase): |
| def test_source_gold_never_in_request(self): |
| a=payload(ROW);b=payload(dict(ROW,gold=0));self.assertEqual(a,b) |
| def test_complete_conditional_and_argmax(self): |
| r=parse_result(ROW,response([{'token':'A','logprob':-1.},{'token':'B','logprob':-.5}])) |
| self.assertAlmostEqual(sum(r['teacher_probabilities']),1) |
| self.assertEqual(r['teacher_prediction'],1);self.assertEqual(r['teacher_emitted_prediction'],0) |
| self.assertTrue(r['teacher_agrees_with_source']) |
| def test_missing_is_not_zero(self): |
| r=parse_result(ROW,response([{'token':'A','logprob':-1.}])) |
| self.assertIsNone(r['teacher_probabilities']);self.assertIsNone(r['teacher_candidate_logprobs'][1]) |
| def test_argmax_not_random_sample(self): |
| row=dict(ROW,options=['one','two','three']) |
| r=parse_result(row,response([{'token':'A','logprob':-1.},{'token':'B','logprob':-.5}])) |
| self.assertEqual(r['teacher_emitted_prediction'],0);self.assertEqual(r['teacher_prediction'],1) |
| self.assertIsNone(r['teacher_probabilities']) |
| def test_invalid_and_whitespace(self): |
| for output in (' A','A because'): |
| r=parse_result(ROW,response([],output));self.assertIsNone(r['teacher_probabilities']) |
| def test_budget_reservation_and_resume(self): |
| with tempfile.TemporaryDirectory() as d: |
| l=Ledger(Path(d)/'ledger.sqlite',cap=.0001) |
| self.assertTrue(l.reserve('a','a',10));self.assertFalse(l.reserve('a','a',10)) |
| l.uncertain('a','test');self.assertEqual(l.status('a'),'uncertain') |
| with self.assertRaises(RuntimeError):l.reserve('b','b',10000) |
| l.finish('a',response([]));self.assertEqual(l.status('a'),'complete') |
| self.assertLess(l.summary()['conservative_cost_or_reserved_usd'],.0001) |
|
|
| if __name__=='__main__':unittest.main() |
|
|
