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pytest.approx with absolute eps

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svlandeg 2021-01-12 20:32:57 +01:00
parent 5b598bd1d5
commit 232e953b14
1 changed files with 36 additions and 36 deletions
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72
spacy/tests/parser/test_parse.py
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@ -360,25 +360,25 @@ def test_beam_overfitting_IO():
head_scores = head_scores[0]
label_scores = label_scores[0]
# test label annotations: 0=nsubj, 2=dobj, 3=punct
assert label_scores[(0, "nsubj")] == pytest.approx(1.0, eps)
assert label_scores[(0, "dobj")] == pytest.approx(0.0, eps)
assert label_scores[(0, "punct")] == pytest.approx(0.0, eps)
assert label_scores[(2, "nsubj")] == pytest.approx(0.0, eps)
assert label_scores[(2, "dobj")] == pytest.approx(1.0, eps)
assert label_scores[(2, "punct")] == pytest.approx(0.0, eps)
assert label_scores[(3, "nsubj")] == pytest.approx(0.0, eps)
assert label_scores[(3, "dobj")] == pytest.approx(0.0, eps)
assert label_scores[(3, "punct")] == pytest.approx(1.0, eps)
assert label_scores[(0, "nsubj")] == pytest.approx(1.0, abs=eps)
assert label_scores[(0, "dobj")] == pytest.approx(0.0, abs=eps)
assert label_scores[(0, "punct")] == pytest.approx(0.0, abs=eps)
assert label_scores[(2, "nsubj")] == pytest.approx(0.0, abs=eps)
assert label_scores[(2, "dobj")] == pytest.approx(1.0, abs=eps)
assert label_scores[(2, "punct")] == pytest.approx(0.0, abs=eps)
assert label_scores[(3, "nsubj")] == pytest.approx(0.0, abs=eps)
assert label_scores[(3, "dobj")] == pytest.approx(0.0, abs=eps)
assert label_scores[(3, "punct")] == pytest.approx(1.0, abs=eps)
# test head annotations: the root is token at index 1
assert head_scores[(0, 0)] == pytest.approx(0.0, eps)
assert head_scores[(0, 1)] == pytest.approx(1.0, eps)
assert head_scores[(0, 2)] == pytest.approx(0.0, eps)
assert head_scores[(2, 0)] == pytest.approx(0.0, eps)
assert head_scores[(2, 1)] == pytest.approx(1.0, eps)
assert head_scores[(2, 2)] == pytest.approx(0.0, eps)
assert head_scores[(3, 0)] == pytest.approx(0.0, eps)
assert head_scores[(3, 1)] == pytest.approx(1.0, eps)
assert head_scores[(3, 2)] == pytest.approx(0.0, eps)
assert head_scores[(0, 0)] == pytest.approx(0.0, abs=eps)
assert head_scores[(0, 1)] == pytest.approx(1.0, abs=eps)
assert head_scores[(0, 2)] == pytest.approx(0.0, abs=eps)
assert head_scores[(2, 0)] == pytest.approx(0.0, abs=eps)
assert head_scores[(2, 1)] == pytest.approx(1.0, abs=eps)
assert head_scores[(2, 2)] == pytest.approx(0.0, abs=eps)
assert head_scores[(3, 0)] == pytest.approx(0.0, abs=eps)
assert head_scores[(3, 1)] == pytest.approx(1.0, abs=eps)
assert head_scores[(3, 2)] == pytest.approx(0.0, abs=eps)
# Also test the results are still the same after IO
with make_tempdir() as tmp_dir:
@ -392,21 +392,21 @@ def test_beam_overfitting_IO():
head_scores2 = head_scores2[0]
label_scores2 = label_scores2[0]
# check the results again
assert label_scores2[(0, "nsubj")] == pytest.approx(1.0, eps)
assert label_scores2[(0, "dobj")] == pytest.approx(0.0, eps)
assert label_scores2[(0, "punct")] == pytest.approx(0.0, eps)
assert label_scores2[(2, "nsubj")] == pytest.approx(0.0, eps)
assert label_scores2[(2, "dobj")] == pytest.approx(1.0, eps)
assert label_scores2[(2, "punct")] == pytest.approx(0.0, eps)
assert label_scores2[(3, "nsubj")] == pytest.approx(0.0, eps)
assert label_scores2[(3, "dobj")] == pytest.approx(0.0, eps)
assert label_scores2[(3, "punct")] == pytest.approx(1.0, eps)
assert head_scores2[(0, 0)] == pytest.approx(0.0, eps)
assert head_scores2[(0, 1)] == pytest.approx(1.0, eps)
assert head_scores2[(0, 2)] == pytest.approx(0.0, eps)
assert head_scores2[(2, 0)] == pytest.approx(0.0, eps)
assert head_scores2[(2, 1)] == pytest.approx(1.0, eps)
assert head_scores2[(2, 2)] == pytest.approx(0.0, eps)
assert head_scores2[(3, 0)] == pytest.approx(0.0, eps)
assert head_scores2[(3, 1)] == pytest.approx(1.0, eps)
assert head_scores2[(3, 2)] == pytest.approx(0.0, eps)
assert label_scores2[(0, "nsubj")] == pytest.approx(1.0, abs=eps)
assert label_scores2[(0, "dobj")] == pytest.approx(0.0, abs=eps)
assert label_scores2[(0, "punct")] == pytest.approx(0.0, abs=eps)
assert label_scores2[(2, "nsubj")] == pytest.approx(0.0, abs=eps)
assert label_scores2[(2, "dobj")] == pytest.approx(1.0, abs=eps)
assert label_scores2[(2, "punct")] == pytest.approx(0.0, abs=eps)
assert label_scores2[(3, "nsubj")] == pytest.approx(0.0, abs=eps)
assert label_scores2[(3, "dobj")] == pytest.approx(0.0, abs=eps)
assert label_scores2[(3, "punct")] == pytest.approx(1.0, abs=eps)
assert head_scores2[(0, 0)] == pytest.approx(0.0, abs=eps)
assert head_scores2[(0, 1)] == pytest.approx(1.0, abs=eps)
assert head_scores2[(0, 2)] == pytest.approx(0.0, abs=eps)
assert head_scores2[(2, 0)] == pytest.approx(0.0, abs=eps)
assert head_scores2[(2, 1)] == pytest.approx(1.0, abs=eps)
assert head_scores2[(2, 2)] == pytest.approx(0.0, abs=eps)
assert head_scores2[(3, 0)] == pytest.approx(0.0, abs=eps)
assert head_scores2[(3, 1)] == pytest.approx(1.0, abs=eps)
assert head_scores2[(3, 2)] == pytest.approx(0.0, abs=eps)