"""Portable reporting, population and frozen-source regression tests.""" import copy import hashlib import json from pathlib import Path import sys import unittest ROOT = Path(__file__).resolve().parents[1] sys.path.insert(0, str(ROOT)) from evaluate import load_population from reporting import COMPONENTS, THRESHOLDS, aggregate, make_record def contract(eligible=True): return {'full_gt': {'annotation_eligible': eligible}, 'specs': [{'id': 'dimension0', 'gt_dimension_index': 0}]} def perfect(): result = {'metric_version': 'v5.2-rc5k-final', 'components': {key: {'score': 1., 'eligible': True} for key in COMPONENTS.values()}, 'benchmark': {'thresholds': dict(THRESHOLDS), 'view_pass': True, 'layout_pass': True}} result['components']['annotation']['details'] = { 'scope': 'full_gt', 'n_selected_target': 1, 'n_matched_predicted_native': 1, 'n_total_gt_dimension_targets': 1, 'items': [{'id': 'dimension0', 'gt_dimension_index': 0, 'presence': 1., 'pred_dimension_index': 0}], } return result class PortableTests(unittest.TestCase): def test_failed_output_keeps_denominators(self): good = make_record('a', contract(), perfect()) failed = make_record('b', contract(), status='execution_error') summary = aggregate([good, failed]) self.assertEqual(summary['sample_count'], 2) self.assertEqual(summary['camr_denominator'], 2) self.assertTrue(all(v == 50. for v in summary['metrics'].values())) def test_unknown_annotation_is_not_complete(self): raw = perfect() raw['components']['annotation'].pop('details') summary = aggregate([make_record('a', contract(), raw)]) self.assertEqual(summary['annotation_unknown_count'], 1) self.assertEqual(summary['camr_denominator'], 1) self.assertEqual(summary['metrics']['CAMR'], 0.) def test_gt_inapplicable_annotation(self): raw = perfect() raw['components']['annotation'].update(score=None, eligible=False) summary = aggregate([make_record('a', contract(False), raw)]) self.assertEqual(summary['metrics']['AQ'], 0.) self.assertIsNone(summary['metrics']['CAMR']) self.assertEqual(summary['annotation_unknown_count'], 0) def test_duplicate_ids_rejected(self): item = make_record('a', contract(), perfect()) with self.assertRaises(ValueError): aggregate([item, copy.deepcopy(item)]) def test_population_contracts(self): for name, n in [('test1045', 1045), ('paper1041', 1041), ('validation254', 254)]: ids, rows = load_population(name) self.assertEqual(len(ids), n) self.assertEqual(len(set(ids)), n) self.assertTrue(set(ids) <= set(rows)) def test_frozen_source_hashes(self): provenance = json.loads((ROOT / 'PROVENANCE.json').read_text()) for name, expected in provenance['source_files_sha256'].items(): self.assertEqual(hashlib.sha256((ROOT / name).read_bytes()).hexdigest(), expected, name) if __name__ == '__main__': unittest.main()