def test_corpus_fkgl():
assert corpus_fkgl(
get_orig_sents('turkcorpus_test_legacy')) == pytest.approx(9.9,
abs=1e-1)
assert corpus_fkgl(
get_refs_sents('turkcorpus_test_legacy')[0]) == pytest.approx(8.2,
abs=1e-1)
def test_corpus_sari():
orig_sents = get_orig_sents('turkcorpus_test')
refs_sents = get_refs_sents('turkcorpus_test')
system_outputs_dir = get_system_outputs_dir('turkcorpus_test')
hyp_sents = read_lines(system_outputs_dir / "ACCESS")
sari_score = sari.corpus_sari(orig_sents, hyp_sents, refs_sents)
assert sari_score == pytest.approx(
41.381013) # Scores from MUSS https://arxiv.org/abs/2005.00352
def test_corpus_samsa():
orig_sents = get_orig_sents('qats_test')
refs_sents = get_refs_sents('qats_test')
samsa_score = corpus_samsa(orig_sents,
refs_sents[0],
lowercase=False,
tokenizer='moses')
assert samsa_score == pytest.approx(36.94996509406232)
def test_corpus_sari_legacy():
orig_sents = get_orig_sents('turkcorpus_test_legacy')
refs_sents = get_refs_sents('turkcorpus_test_legacy')
system_outputs_dir = get_system_outputs_dir('turkcorpus_test')
hyp_sents = read_lines(system_outputs_dir / "tok.low/Dress-Ls.tok.low")
sari_score = sari.corpus_sari(orig_sents,
hyp_sents,
refs_sents,
legacy=True)
assert sari_score == pytest.approx(37.266058818588216)
hyp_sents = read_lines(system_outputs_dir / "tok.low/Dress.tok.low")
sari_score = sari.corpus_sari(orig_sents,
hyp_sents,
refs_sents,
legacy=True)
assert sari_score == pytest.approx(37.08210095744638)
hyp_sents = read_lines(system_outputs_dir / "tok.low/EncDecA.tok.low")
sari_score = sari.corpus_sari(orig_sents,
hyp_sents,
refs_sents,
legacy=True)
assert sari_score == pytest.approx(35.65754396121206)
hyp_sents = read_lines(system_outputs_dir / "tok.low/Hybrid.tok.low")
sari_score = sari.corpus_sari(orig_sents,
hyp_sents,
refs_sents,
legacy=True)
assert sari_score == pytest.approx(31.39665078989411)
hyp_sents = read_lines(system_outputs_dir / "tok.low/PBMT-R.tok.low")
sari_score = sari.corpus_sari(orig_sents,
hyp_sents,
refs_sents,
legacy=True)
assert sari_score == pytest.approx(38.558843050332037)
hyp_sents = read_lines(system_outputs_dir / "tok.low/SBMT-SARI.tok.low")
sari_score = sari.corpus_sari(orig_sents,
hyp_sents,
refs_sents,
legacy=True)
assert sari_score == pytest.approx(39.964857928109127)
def get_orig_and_refs_sents(test_set,
orig_sents_path=None,
refs_sents_paths=None):
# Get original and reference sentences
if test_set == 'custom':
assert orig_sents_path is not None
assert refs_sents_paths is not None
if type(refs_sents_paths) == str:
refs_sents_paths = refs_sents_paths.split(',')
orig_sents = read_lines(orig_sents_path)
refs_sents = [
read_lines(ref_sents_path) for ref_sents_path in refs_sents_paths
]
else:
orig_sents = get_orig_sents(test_set)
refs_sents = get_refs_sents(test_set)
# Final checks
assert all([len(orig_sents) == len(ref_sents) for ref_sents in refs_sents])
return orig_sents, refs_sents
def get_orig_and_refs_sents(test_set,
orig_sents_path=None,
refs_sents_paths=None):
# Get original and reference sentences
if test_set == "custom":
assert orig_sents_path is not None
assert refs_sents_paths is not None
if type(refs_sents_paths) == str:
refs_sents_paths = refs_sents_paths.split(",")
orig_sents = read_lines(orig_sents_path)
refs_sents = [
read_lines(ref_sents_path) for ref_sents_path in refs_sents_paths
]
else:
orig_sents = get_orig_sents(test_set)
refs_sents = get_refs_sents(test_set)
# Final checks
assert all(
[len(orig_sents) == len(ref_sents) for ref_sents in refs_sents]
), f'Not same number of lines for test_set={test_set}, orig_sents_path={orig_sents_path}, refs_sents_paths={refs_sents_paths}' # noqa: E501
return orig_sents, refs_sents