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https://github.com/open-thought/reasoning-gym.git
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143 lines
5.6 KiB
Python
143 lines
5.6 KiB
Python
import pytest
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from reasoning_gym.games.sokoban import SokobanConfig, SokobanCurriculum, SokobanDataset
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def test_sokoban():
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"""Test basic properties and solution of generated items"""
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dataset = SokobanDataset(SokobanConfig(size=10, seed=1234))
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for i, item in enumerate(dataset):
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assert dataset.score_answer(answer=item["answer"], entry=item) == 1.0
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# Easy
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config = SokobanConfig(seed=42, size=20)
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dataset = SokobanDataset(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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# Test the scoring
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assert dataset.score_answer(answer=item["answer"], entry=item) == 1.0
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assert dataset.score_answer(answer="RU", entry=item) == 0.0
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assert dataset.score_answer(answer=None, entry=item) == 0.0
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# Hard
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config = SokobanConfig(
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seed=42, min_h=15, max_h=20, min_w=15, max_w=20, min_boxes=10, max_boxes=15, size=3, max_depth=90
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)
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dataset = SokobanDataset(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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# Test the scoring
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assert dataset.score_answer(answer=item["answer"], entry=item) == 1.0
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assert dataset.score_answer(answer=None, entry=item) == 0.0
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# min == max ranges
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config = SokobanConfig(
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seed=42, min_h=11, max_h=11, min_w=11, max_w=11, min_boxes=11, max_boxes=11, size=3, max_depth=60
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)
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dataset = SokobanDataset(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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# Test the scoring
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assert dataset.score_answer(answer=item["answer"], entry=item) == 1.0
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assert dataset.score_answer(answer=None, entry=item) == 0.0
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def test_sokoban_curriculum():
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"""Test the SokobanCurriculum functionality"""
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curriculum = SokobanCurriculum()
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base_value = {"size": 150, "seed": 1}
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# Test initial configuration
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base_cfg = 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.min_w == 6 and base_cfg.max_w == 6
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assert base_cfg.min_h == 6 and base_cfg.max_h == 6
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assert base_cfg.min_boxes == 4 # Default value from SokobanConfig
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assert base_cfg.max_boxes == 10 # Default value from SokobanConfig
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# Test incrementing width attribute
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curriculum.increment_attr_level("width")
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width_cfg = curriculum.generate_configuration(base_value)
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assert width_cfg.min_w == 6 and width_cfg.max_w == 7
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assert width_cfg.min_h == 6 and width_cfg.max_h == 6 # Height unchanged
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# Test incrementing height attribute
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curriculum.increment_attr_level("height")
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both_cfg = curriculum.generate_configuration(base_value)
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assert both_cfg.min_w == 6 and both_cfg.max_w == 7 # Width preserved
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assert both_cfg.min_h == 6 and both_cfg.max_h == 7 # Height increased
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# Test decrementing width attribute
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curriculum.decrement_attr_level("width")
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height_only_cfg = curriculum.generate_configuration(base_value)
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assert height_only_cfg.min_w == 6 and height_only_cfg.max_w == 6 # Width reset
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assert height_only_cfg.min_h == 6 and height_only_cfg.max_h == 7 # Height preserved
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# Test global level adjustments
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curriculum = SokobanCurriculum() # Reset curriculum
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assert curriculum.get_attr_level("width") == 0
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assert curriculum.get_attr_level("height") == 0
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# Increase global level
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curriculum.increment_global_level()
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assert curriculum.get_attr_level("width") == 1
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assert curriculum.get_attr_level("height") == 1
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global_level_cfg = curriculum.generate_configuration(base_value)
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assert global_level_cfg.min_w == 6 and global_level_cfg.max_w == 7
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assert global_level_cfg.min_h == 6 and global_level_cfg.max_h == 7
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# Increase global level again
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curriculum.increment_global_level()
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assert curriculum.get_attr_level("width") == 2
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assert curriculum.get_attr_level("height") == 2
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global_level_cfg_2 = curriculum.generate_configuration(base_value)
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assert global_level_cfg_2.min_w == 6 and global_level_cfg_2.max_w == 8
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assert global_level_cfg_2.min_h == 6 and global_level_cfg_2.max_h == 8
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# Decrease global level
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curriculum.decrement_global_level()
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assert curriculum.get_attr_level("width") == 1
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assert curriculum.get_attr_level("height") == 1
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global_level_cfg_3 = curriculum.generate_configuration(base_value)
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assert global_level_cfg_3.min_w == 6 and global_level_cfg_3.max_w == 7
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assert global_level_cfg_3.min_h == 6 and global_level_cfg_3.max_h == 7
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# Test upper bound
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curriculum = SokobanCurriculum() # Reset curriculum
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for _ in range(10): # Try going beyond max level
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curriculum.increment_attr_level("width")
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curriculum.increment_attr_level("height")
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max_cfg = curriculum.generate_configuration(base_value)
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assert max_cfg.min_w == 6 and max_cfg.max_w == 10 # Width capped at 10
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assert max_cfg.min_h == 6 and max_cfg.max_h == 10 # Height capped at 10
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# Test lower bound
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curriculum = SokobanCurriculum() # Reset curriculum
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curriculum.decrement_attr_level("width") # Try going below min level
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curriculum.decrement_attr_level("height") # Try going below min level
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min_cfg = curriculum.generate_configuration(base_value)
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assert min_cfg.min_w == 6 and min_cfg.max_w == 6 # Width stays at min
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assert min_cfg.min_h == 6 and min_cfg.max_h == 6 # Height stays at min
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