def test_eid_rule1_incorrect():
curator = LiveCurator(corpora={'1': _make_corpus()})
curator.submit_curation(corpus_id='1', curations={'1': 0})
expected = {'1': 0, '2': 0.8942, '3': 0.957125, '4': 0.65, '5': 0.65}
beliefs = curator.update_beliefs(corpus_id='1')
assert close_enough(beliefs, expected), (beliefs, expected)
# Submit another curation
curator.submit_curation(corpus_id='1', curations={'1': 0})
expected = {'1': 0, '2': 0.8917, '3': 0.957125, '4': 0.65, '5': 0.65}
beliefs = curator.update_beliefs(corpus_id='1')
assert close_enough(beliefs, expected), (beliefs, expected)
def test_sofia_incorrect():
curator = LiveCurator(corpora={'1': _make_corpus()})
curator.submit_curation(corpus_id='1', curations={'4': 0})
expected = {
'1': 0.91675,
'2': 0.89684,
'3': 0.9533,
'4': 0.0,
'5': 0.61904
}
beliefs = curator.update_beliefs(corpus_id='1')
assert close_enough(beliefs, expected), (beliefs, expected)
curator.submit_curation(corpus_id='1', curations={'5': 0})
expected = {'1': 0.91675, '2': 0.89684, '3': 0.9533, '4': 0, '5': 0}
beliefs = curator.update_beliefs(corpus_id='1')
assert close_enough(beliefs, expected), (beliefs, expected)
def test_hume_incorrect():
curator = LiveCurator(corpora={'1': _make_corpus()})
curator.submit_curation(corpus_id='1', curations={'3': 0})
expected = {'1': 0.91675,
'2': 0.88772,
'3': 0,
'4': 0.61904,
'5': 0.61904}
beliefs = curator.update_beliefs(corpus_id='1')
assert close_enough(beliefs, expected), (beliefs, expected)
def test_eid_rule2_correct():
curator = LiveCurator(corpora={'1': _make_corpus()})
curator.submit_curation(corpus_id='1', curations={'2': 1})
expected = {'1': 0.91717,
'2': 1,
'3': 0.95916,
'4': 0.65,
'5': 0.65}
beliefs = curator.update_beliefs(corpus_id='1')
assert close_enough(beliefs, expected), (beliefs, expected)
def test_no_curation():
curator = LiveCurator(corpora={'1': _make_corpus()})
curator.submit_curation(corpus_id='1', curations={})
beliefs = curator.update_beliefs(corpus_id='1')
expected = {'1': 0.91675,
'2': 0.8968,
'3': 0.957125,
'4': 0.65,
'5': 0.65}
assert close_enough(beliefs, expected), (beliefs, expected)
def test_eid_rule2_correct():
curator = LiveCurator(corpora={'1': _make_corpus()})
curator.submit_curation(corpus_id='1', curations={'2': 1})
expected = {'1': 0.91717,
'2': 1,
'3': 0.95916,
'4': 0.65,
'5': 0.65}
beliefs = curator.update_beliefs(corpus_id='1')
assert close_enough(beliefs, expected), (beliefs, expected)
def test_no_curation():
curator = LiveCurator(corpora={'1': _make_corpus()})
curator.submit_curation(corpus_id='1', curations={})
beliefs = curator.update_beliefs(corpus_id='1')
expected = {'1': 0.91675,
'2': 0.8968,
'3': 0.957125,
'4': 0.65,
'5': 0.65}
assert close_enough(beliefs, expected), (beliefs, expected)
def test_eid_rule1_incorrect():
curator = LiveCurator(corpora={'1': _make_corpus()})
curator.submit_curation(corpus_id='1', curations={'1': 0})
expected = {'1': 0,
'2': 0.8942,
'3': 0.957125,
'4': 0.65,
'5': 0.65}
beliefs = curator.update_beliefs(corpus_id='1')
assert close_enough(beliefs, expected), (beliefs, expected)
# Submit another curation
curator.submit_curation(corpus_id='1', curations={'1': 0})
expected = {'1': 0,
'2': 0.8917,
'3': 0.957125,
'4': 0.65,
'5': 0.65}
beliefs = curator.update_beliefs(corpus_id='1')
assert close_enough(beliefs, expected), (beliefs, expected)