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@ -10,18 +10,18 @@ from ultralytics.utils import ASSETS |
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@pytest.mark.slow |
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@pytest.mark.slow |
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def test_similarity(): |
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def test_similarity(): |
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"""Test similarity calculations and SQL queries for correctness and response length.""" |
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"""Test similarity calculations and SQL queries for correctness and response length.""" |
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exp = Explorer() |
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exp = Explorer(data="coco8.yaml") |
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exp.create_embeddings_table() |
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exp.create_embeddings_table() |
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similar = exp.get_similar(idx=1) |
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similar = exp.get_similar(idx=1) |
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assert len(similar) == 25 |
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assert len(similar) == 4 |
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similar = exp.get_similar(img=ASSETS / "zidane.jpg") |
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similar = exp.get_similar(img=ASSETS / "bus.jpg") |
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assert len(similar) == 25 |
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assert len(similar) == 4 |
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similar = exp.get_similar(idx=[1, 2], limit=10) |
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similar = exp.get_similar(idx=[1, 2], limit=2) |
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assert len(similar) == 10 |
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assert len(similar) == 2 |
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sim_idx = exp.similarity_index() |
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sim_idx = exp.similarity_index() |
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assert len(sim_idx) > 0 |
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assert len(sim_idx) == 4 |
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sql = exp.sql_query("WHERE labels LIKE '%person%'") |
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sql = exp.sql_query("WHERE labels LIKE '%zebra%'") |
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assert len(sql) > 0 |
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assert len(sql) == 1 |
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@pytest.mark.slow |
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@pytest.mark.slow |
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