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63 lines
2.1 KiB
Python
63 lines
2.1 KiB
Python
import pytest
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from reasoning_gym.code.codeio import CodeIOConfig, CodeIOCurriculum, CodeIODataset
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def test_codeio_dataset():
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# Create a small CodeI/O reasoning dataset
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config = CodeIOConfig(size=10, seed=42)
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dataset = CodeIODataset(config)
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for i in range(10):
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item = dataset[i]
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assert isinstance(item, dict)
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assert "question" in item
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assert "answer" in item
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assert "metadata" in item
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assert "input_data" in item["metadata"]
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assert "output_data" in item["metadata"]
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# Score some correct and incorrect answers
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score = dataset.score_answer(answer=item["answer"], entry=item)
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assert score == 1.0
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# Incorrect answer (None)
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score = dataset.score_answer(answer=None, entry=item)
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assert score == 0.00
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# Incorrect answer (empty dict)
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score = dataset.score_answer(answer="{}", entry=item)
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assert score == 0.01
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def test_codeio_config():
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# Test constraints on input probability
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with pytest.raises(AssertionError):
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CodeIOConfig(size=10, seed=42, input_prediction_probability=1.1).validate()
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with pytest.raises(AssertionError):
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CodeIOConfig(size=10, seed=42, input_prediction_probability=-0.1).validate()
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CodeIOConfig(size=10, seed=42, input_prediction_probability=0.1).validate()
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CodeIOConfig(size=10, seed=42, input_prediction_probability=0.9).validate()
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def test_codeio_curriculum():
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curriculum = CodeIOCurriculum()
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base_value = {"size": 150, "seed": 1}
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base_cfg: CodeIOConfig = curriculum.generate_configuration(base_value)
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assert base_cfg.seed == 1
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assert base_cfg.size == 150
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assert base_cfg.difficulty == 6
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# test incrementing attribute level
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curriculum.increment_attr_level("difficulty")
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increased_cfg = curriculum.generate_configuration(base_value)
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assert increased_cfg.difficulty == 7
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# test decrementing attribute level
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curriculum.decrement_attr_level("difficulty")
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partially_decreased_cfg = curriculum.generate_configuration(base_value)
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assert partially_decreased_cfg.difficulty == 6
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