44 lines
1.5 KiB
Python
44 lines
1.5 KiB
Python
from unittest.mock import MagicMock
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from evaluations.evaluators.citation import CitationMAPEvaluator
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def _ctx(cited: list[str], relevant: list[str]) -> MagicMock:
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ctx = MagicMock()
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ctx.metadata = {"relevant_uris": relevant}
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ctx.attributes = {"cited_uris": cited}
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return ctx
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class TestCitationMAPEvaluator:
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def setup_method(self) -> None:
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self.evaluator = CitationMAPEvaluator()
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def test_all_relevant_first(self) -> None:
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# Both relevant docs cited at ranks 1 and 2: AP = (1/1 + 2/2) / 2 = 1.0
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assert self.evaluator.evaluate(_ctx(["a", "b"], ["a", "b"])) == 1.0
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def test_partial_match(self) -> None:
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# Cited a, x, b. relevant a, b. P@1 = 1/1, P@3 = 2/3. AP = (1 + 2/3)/2
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assert (
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self.evaluator.evaluate(_ctx(["a", "x", "b"], ["a", "b"]))
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== (1.0 + 2 / 3) / 2
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)
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def test_no_matches(self) -> None:
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assert self.evaluator.evaluate(_ctx(["x", "y"], ["a", "b"])) == 0.0
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def test_no_relevant(self) -> None:
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assert self.evaluator.evaluate(_ctx(["a"], [])) == 0.0
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def test_no_citations(self) -> None:
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assert self.evaluator.evaluate(_ctx([], ["a"])) == 0.0
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def test_metadata_none(self) -> None:
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ctx = MagicMock()
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ctx.metadata = None
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ctx.attributes = {"cited_uris": ["a"]}
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assert self.evaluator.evaluate(ctx) == 0.0
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def test_evaluation_name(self) -> None:
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assert self.evaluator.get_default_evaluation_name() == "cited_map"
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