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Boosting numerical check in integration test
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cristid9 committed Dec 9, 2024
1 parent 656e287 commit 36fde57
Showing 1 changed file with 7 additions and 4 deletions.
11 changes: 7 additions & 4 deletions tests/integration/test_benchmark.py
Original file line number Diff line number Diff line change
Expand Up @@ -50,6 +50,7 @@ def test_benchmark_single_table_basic_synthsizers():
] == quality_scores.index.tolist()


@pytest.mark.skipif(sys.platform.startswith('darwin'), reason='Test not supported on github MacOS')
def test_benchmark_single_table_realtabformer_no_metrics():
"""Test it without metrics."""
# Run
Expand All @@ -62,8 +63,8 @@ def test_benchmark_single_table_realtabformer_no_metrics():
# Assert
train_time = output['Train_Time'][0]
sample_time = output['Sample_Time'][0]
assert isinstance(train_time, (int, float)), 'Train_Time is not numerical'
assert isinstance(sample_time, (int, float)), 'Sample_Time is not numerical'
assert isinstance(train_time, (int, float, complex)), 'Train_Time is not numerical'
assert isinstance(sample_time, (int, float, complex)), 'Sample_Time is not numerical'
assert train_time > 0


Expand All @@ -82,8 +83,10 @@ def test_benchmark_single_table_no_metrics():
assert 'Train_Time' in output
assert 'Sample_Time' in output

assert isinstance(output['Train_Time'][0], (int, float)), 'Train_Time is not numerical'
assert isinstance(output['Sample_Time'][0], (int, float)), 'Sample_Time is not numerical'
assert isinstance(output['Train_Time'][0], (int, float, complex)), 'Train_Time is not numerical'
assert isinstance(output['Sample_Time'][0], (int, float, complex)), (
'Sample_Time is not numerical'
)

# Expect no metric columns.
assert len(output.columns) == 10
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