reasoning-gym/tests/test_fraction_simplification.py
Andreas Koepf 20069b2a7d formatting
2025-01-24 10:34:07 +01:00

131 lines
4.7 KiB
Python

from math import gcd
import pytest
from reasoning_gym.arithmetic import FractionSimplificationConfig, FractionSimplificationDataset
def test_fraction_config_validation():
"""Test that invalid configs raise appropriate errors"""
with pytest.raises(AssertionError):
config = FractionSimplificationConfig(min_value=0) # Should be positive
config.validate()
with pytest.raises(AssertionError):
config = FractionSimplificationConfig(min_value=100, max_value=50) # max should be > min
config.validate()
with pytest.raises(AssertionError):
config = FractionSimplificationConfig(min_factor=0) # Should be >= 1
config.validate()
with pytest.raises(AssertionError):
config = FractionSimplificationConfig(min_factor=5, max_factor=3) # max should be >= min
config.validate()
def test_fraction_deterministic():
"""Test that dataset generates same items with same seed"""
config = FractionSimplificationConfig(seed=42, size=10)
dataset1 = FractionSimplificationDataset(config)
dataset2 = FractionSimplificationDataset(config)
for i in range(len(dataset1)):
assert dataset1[i] == dataset2[i]
def test_fraction_items():
"""Test basic properties of generated items"""
config = FractionSimplificationConfig(min_value=1, max_value=20, min_factor=2, max_factor=5, size=50, seed=42)
dataset = FractionSimplificationDataset(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 the metadata contains all expected fields
metadata = item["metadata"]
assert "numerator" in metadata
assert "denominator" in metadata
assert "simplified_numerator" in metadata
assert "simplified_denominator" in metadata
assert "reduction_factor" in metadata
# Verify the numbers are within configured range
assert config.min_value <= metadata["simplified_numerator"] <= config.max_value
assert config.min_value <= metadata["simplified_denominator"] <= config.max_value
# Verify the reduction is correct
num = metadata["numerator"]
den = metadata["denominator"]
simple_num = metadata["simplified_numerator"]
simple_den = metadata["simplified_denominator"]
factor = metadata["reduction_factor"]
assert num == simple_num * factor
assert den == simple_den * factor
# Verify the simplified fraction is actually in lowest terms
assert gcd(simple_num, simple_den) == 1
def test_fraction_ranges():
"""Test that generated numbers respect value constraints"""
config = FractionSimplificationConfig(min_value=5, max_value=15, min_factor=3, max_factor=4, size=20, seed=42)
dataset = FractionSimplificationDataset(config)
for i in range(len(dataset)):
item = dataset[i]
metadata = item["metadata"]
factor = metadata["reduction_factor"]
# Check factor is within bounds
assert 3 <= factor <= 4
# Check simplified values are within bounds
assert 5 <= metadata["simplified_numerator"] <= 15
assert 5 <= metadata["simplified_denominator"] <= 15
def test_fraction_iteration():
"""Test that iteration works correctly"""
config = FractionSimplificationConfig(size=5, seed=42)
dataset = FractionSimplificationDataset(config)
# Test manual iteration
items = []
for item in dataset:
items.append(item)
assert len(items) == config.size
# Test list conversion
items = list(dataset)
assert len(items) == config.size
# Test multiple iterations yield same results
first_items = list(dataset)
second_items = list(dataset)
assert first_items == second_items
def test_fraction_numerator_smaller():
"""Test that numerators are always smaller than denominators"""
config = FractionSimplificationConfig(min_value=1, max_value=100, min_factor=2, max_factor=5, size=50, seed=42)
dataset = FractionSimplificationDataset(config)
for i in range(len(dataset)):
item = dataset[i]
metadata = item["metadata"]
# Check original fraction
assert (
metadata["numerator"] <= metadata["denominator"]
), f"Original numerator {metadata['numerator']} should be <= denominator {metadata['denominator']}"
# Check simplified fraction
assert (
metadata["simplified_numerator"] <= metadata["simplified_denominator"]
), f"Simplified numerator {metadata['simplified_numerator']} should be <= denominator {metadata['simplified_denominator']}"