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chore: de-flake sem_cluster test by relaxing the passing requirement (#1207)
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tests/system/large/operations/test_semantics.py

Lines changed: 16 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -165,25 +165,37 @@ def test_agg_invalid_cluster_column_raise_error(gemini_flash_model, cluster_colu
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[
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pytest.param(1, id="one", marks=pytest.mark.xfail(raises=ValueError)),
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pytest.param(2, id="two"),
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pytest.param(4, id="four"),
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],
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)
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def test_cluster_by(session, text_embedding_generator, n_clusters):
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bigframes.options.experiments.semantic_operators = True
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df = dataframe.DataFrame(
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({"Product": ["Smartphone", "Laptop", "Coffee Maker", "T-shirt", "Jeans"]}),
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(
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{
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"Item": [
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"Orange",
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"Cantaloupe",
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"Watermelon",
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"Chicken",
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"Duck",
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"Hen",
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"Rooster",
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]
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}
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),
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session=session,
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)
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output_column = "cluster id"
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result = df.semantics.cluster_by(
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"Product",
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"Item",
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output_column,
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text_embedding_generator,
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n_clusters=n_clusters,
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)
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assert output_column in result
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assert len(result[output_column].unique()) == n_clusters
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# In rare cases, it's possible to have fewer than K clusters due to randomness.
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assert len(result[output_column].unique()) <= n_clusters
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def test_cluster_by_invalid_column(session, text_embedding_generator):

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