reasoning-gym/tests/test_number_sequences.py
2025-01-24 17:12:42 +01:00

77 lines
2.5 KiB
Python

import pytest
from reasoning_gym.cognition.number_sequences import NumberSequenceConfig, NumberSequenceDataset, Operation, PatternRule
def test_sequence_config_validation():
"""Test that invalid configs raise appropriate errors"""
with pytest.raises(AssertionError):
config = NumberSequenceConfig(min_terms=3) # Too few terms
config.validate()
with pytest.raises(AssertionError):
config = NumberSequenceConfig(min_terms=6, max_terms=5)
config.validate()
with pytest.raises(AssertionError):
config = NumberSequenceConfig(min_value=100, max_value=0)
config.validate()
def test_pattern_rule():
"""Test pattern rule application"""
# Test simple addition
rule = PatternRule([Operation.ADD], [2])
assert rule.apply([1, 3], 1) == 5
# Test composition
rule = PatternRule([Operation.DOUBLE, Operation.ADD], [0, 3])
assert rule.apply([1, 4], 1) == 11 # (4 * 2) + 3
# Test rule composition
rule1 = PatternRule([Operation.DOUBLE], [0]) # Double the number
rule2 = PatternRule([Operation.ADD], [3]) # Add 3
composed = PatternRule.compose([rule1, rule2])
assert composed.apply([1, 4], 1) == 11 # (4 * 2) + 3
def test_sequence_dataset_deterministic():
"""Test that dataset generates same items with same seed"""
config = NumberSequenceConfig(seed=42, size=10)
dataset1 = NumberSequenceDataset(config)
dataset2 = NumberSequenceDataset(config)
for i in range(len(dataset1)):
assert dataset1[i] == dataset2[i]
def test_sequence_dataset_items():
"""Test basic properties of generated items"""
config = NumberSequenceConfig(min_terms=4, max_terms=6, max_complexity=2, size=50, seed=42)
dataset = NumberSequenceDataset(config)
for i in range(len(dataset)):
item = dataset[i]
assert isinstance(item, dict)
assert "question" in item
assert "answer" in item
assert "metadata" in item
# Verify sequence format
question = item["question"]
assert question.endswith(", ?")
terms = [int(x) for x in question[:-3].split(", ")]
assert len(terms) >= config.min_terms
assert len(terms) <= config.max_terms
def test_sequence_dataset_iteration():
"""Test that iteration respects dataset size"""
config = NumberSequenceConfig(size=5, seed=42)
dataset = NumberSequenceDataset(config)
items = list(dataset)
assert len(items) == config.size
# Test multiple iterations yield same items
assert items == list(dataset)