mirror of
https://github.com/open-thought/reasoning-gym.git
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92 lines
3 KiB
Python
92 lines
3 KiB
Python
import pytest
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from reasoning_gym import create_dataset
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from reasoning_gym.arc.rearc import ReArcConfig, ReArcDataset
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from reasoning_gym.arc.rearc_board_format import format_board
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def test_rearc_config_validation():
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"""Test validation of ReArc configuration parameters"""
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with pytest.raises(AssertionError):
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ReArcConfig(diff_lb=0.5, diff_ub=0.3).validate()
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with pytest.raises(AssertionError):
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ReArcConfig(size=0).validate()
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def test_rearc_deterministic():
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"""Test dataset reproducibility with fixed seed"""
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config = ReArcConfig(seed=42, size=500, diff_lb=0, diff_ub=1)
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ds1 = ReArcDataset(config)
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ds2 = ReArcDataset(config)
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for i in range(len(ds1)):
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assert ds1[i] == ds2[i], "ReArc datasets with same seed should match exactly"
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def test_rearc_items():
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"""Test basic structure and metadata of generated items"""
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config = ReArcConfig(seed=42, size=500, diff_lb=0, diff_ub=1)
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dataset = ReArcDataset(config)
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for item in dataset:
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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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meta = item["metadata"]
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assert "input" in meta
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assert "output" in meta
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assert "task_id" in meta
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assert "rng" in meta
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assert "pso" in meta
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# Validate difficulty bounds
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assert config.diff_lb <= meta["rng"] <= config.diff_ub
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assert config.diff_lb <= meta["pso"] <= config.diff_ub
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def test_rearc_solution_validation():
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"""Test solution verification and scoring"""
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config = ReArcConfig(size=500, seed=123)
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dataset = ReArcDataset(config)
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for item in dataset:
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# Test correct solution
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correct = format_board(item["metadata"]["output"], dataset.board_format_opts)
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assert dataset.score_answer(correct, item["metadata"]) == 1.0
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## Test invalid format
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# assert dataset.score_answer("invalid_grid", item["metadata"]) == 0.05
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# Test empty answer
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# assert dataset.score_answer(None, item["metadata"]) == 0.0
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def test_rearc_scoring_edge_cases():
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"""Test scoring for partial and malformed answers"""
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config = ReArcConfig(size=500, seed=456)
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dataset = ReArcDataset(config)
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for item in dataset:
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# Partial match
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partial = format_board([[0, 0], [0, 0]], dataset.board_format_opts)
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assert 0.0 < dataset.score_answer(partial, item["metadata"]) < 1.0
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# Malformed answer
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assert dataset.score_answer("[[invalid", item["metadata"]) == 0.01
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# Case sensitivity
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answer = format_board(item["metadata"]["output"], dataset.board_format_opts).lower()
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assert dataset.score_answer(answer, item["metadata"]) == 1.0
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def test_rearc_visualization():
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"""Test visualization function runs without errors"""
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config = ReArcConfig(size=2, seed=789)
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dataset = ReArcDataset(config)
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for item in dataset:
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dataset.visualise_pair(item)
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# No assertion needed - just verify no exceptions
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