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rUv
aac4155584
* feat(bfi): add validated capture and bounded research tooling * fix(deps): patch Wasmtime for RUSTSEC-2026-0316
37 lines
1.5 KiB
Python
37 lines
1.5 KiB
Python
import unittest
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from unittest.mock import patch
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import numpy as np
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import static_baseline as s
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class StaticControlTests(unittest.TestCase):
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def fixture(self):
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sessions=[];frames=[]
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for split in ('train','validation','test'):
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for label in (0,1):
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for repeat in range(2):
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start=len(frames)*40
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frames.append(np.tile([label*4+repeat*.01,repeat*.02],(40,1)).astype('float32'))
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sessions.append({'start':start,'end':start+40,'identity':str(label),'split':split})
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return {'frames':np.concatenate(frames),'metadata':{'sessions':sessions}}
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def test_static_identity_signal_and_no_test_metrics(self):
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d=self.fixture()
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with patch.object(s,'build_splits',return_value={'classes':['0','1']}):r=s.score_static(d)
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self.assertEqual(r['results']['nearest_centroid']['recording_accuracy'],1)
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self.assertEqual(r['results']['ridge_alpha_1']['recording_accuracy'],1)
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self.assertIsNone(r['test'])
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self.assertEqual(r['validation_recordings'],4)
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def test_heldout_values_do_not_change_results(self):
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d=self.fixture()
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with patch.object(s,'build_splits',return_value={'classes':['0','1']}):
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a=s.score_static(d)
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for record in d['metadata']['sessions']:
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if record['split']=='test':d['frames'][record['start']:record['end']]=999999
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b=s.score_static(d)
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self.assertEqual(a,b)
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if __name__=='__main__':unittest.main()
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