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added score_answer implementation and tests
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4 changed files with 148 additions and 26 deletions
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@ -95,15 +95,50 @@ def test_intermediate_integration_dataset_items():
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assert isinstance(parse_expr(answer), sympy.Expr)
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def test_solution_verification():
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"""Test for solution verification of each answer"""
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config = IntermediateIntegrationConfig(seed=42, size=10)
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def test_verify_answer():
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config = IntermediateIntegrationConfig(seed=42)
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dataset = IntermediateIntegrationDataset(config)
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for i in range(len(dataset)):
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item = dataset[i]
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score = dataset.score_answer(item["answer"], item["metadata"])
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assert score == 1.0
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for item in dataset:
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integrand = parse_expr(item["metadata"]["integrand"])
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variable = sympy.Symbol(item["metadata"]["variable"])
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answer = parse_expr(item["answer"].replace(" + C", ""))
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# Verify that the derivative of the answer equals the integrand
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assert sympy.simplify(sympy.diff(answer, variable) - integrand) == 0
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def test_score_answer_cases():
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"""Test various answer scoring scenarios"""
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config = IntermediateIntegrationConfig(seed=42)
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dataset = IntermediateIntegrationDataset(config)
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x = sympy.Symbol("x")
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X = sympy.Symbol("X")
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# Test cases: (answer, metadata, expected_score)
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test_cases = [
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# Correct answers
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("x**2 + C", {"variable": "x", "integrand": "2*x"}, 1.0),
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("X**3 - 5*X + C", {"variable": "X", "integrand": "3*X**2 - 5"}, 1.0),
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("sin(x) + C", {"variable": "x", "integrand": "cos(x)"}, 1.0),
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# Correct without explicit constant
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("x**2", {"variable": "x", "integrand": "2*x"}, 1.0),
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("log(x)", {"variable": "x", "integrand": "1/x"}, 1.0),
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# Incorrect but properly formatted
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("x**3 + C", {"variable": "x", "integrand": "2*x"}, 0.05),
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("cos(X)", {"variable": "X", "integrand": "sin(X)"}, 0.05),
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# Malformed expressions
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("x**2 +", {"variable": "x", "integrand": "2*x"}, 0.01),
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("sin(x", {"variable": "x", "integrand": "cos(x)"}, 0.01),
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# Empty answer
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("", {"variable": "x", "integrand": "2*x"}, 0.01),
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# Case sensitivity
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("x**2 + C", {"variable": "X", "integrand": "2*X"}, 0.05),
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("X**2 + C", {"variable": "x", "integrand": "2*x"}, 0.05),
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# Alternative constant notation
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("x**2 + K", {"variable": "x", "integrand": "2*x"}, 1.0),
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("sin(x) + D", {"variable": "x", "integrand": "cos(x)"}, 1.0),
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# Simplification required
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("x**2 + C + 5 - 5", {"variable": "x", "integrand": "2*x"}, 1.0),
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("(x**3)/3 - 2*x + C", {"variable": "x", "integrand": "x**2 - 2"}, 1.0),
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]
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for answer, metadata, expected in test_cases:
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score = dataset.score_answer(answer, metadata)
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assert score == expected, f"Failed case: {answer} | Expected {expected}, got {score}"
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