feat: Add Complex Arithmetic Dataset and Tests

This commit introduces a new dataset for complex number arithmetic operations:

- Implements ComplexArithmeticDataset for generating complex number problems
- Supports addition, subtraction, multiplication, and division operations

Part of the algebra tasks collection in reasoning-gym.
This commit is contained in:
Aayam 2025-02-05 08:53:06 -08:00
parent 00b81fa4dc
commit a0e291d066
4 changed files with 230 additions and 1 deletions

View file

@ -0,0 +1,137 @@
import random
from dataclasses import dataclass
from typing import Optional, Tuple
import cmath
from ..factory import ProceduralDataset, register_dataset
@dataclass
class ComplexArithmeticConfig:
min_real: int = -10
max_real: int = 10
min_imag: int = -10
max_imag: int = 10
operations: Tuple[str, ...] = ("+", "-", "*", "/")
seed: Optional[int] = None
size: int = 500
def validate(self) -> None:
"""Validate configuration parameters."""
assert self.max_real >= self.min_real, "max_real must be >= min_real"
assert self.max_imag >= self.min_imag, "max_imag must be >= min_imag"
assert all(op in ("+", "-", "*", "/") for op in self.operations), "invalid operator"
class ComplexArithmeticDataset(ProceduralDataset):
"""Generates complex number arithmetic problems."""
def __init__(self, config: ComplexArithmeticConfig):
self._prompt_templates = {
"+": "Add the complex numbers: ({a}) + ({b})",
"-": "Subtract the complex numbers: ({a}) - ({b})",
"*": "Multiply the complex numbers: ({a}) × ({b})",
"/": "Divide the complex numbers: ({a}) ÷ ({b})",
}
super().__init__(config=config, seed=config.seed, size=config.size)
def _generate_complex(self, rng: random.Random) -> complex:
"""Generate a random complex number."""
real = rng.randint(self.config.min_real, self.config.max_real)
imag = rng.randint(self.config.min_imag, self.config.max_imag)
return complex(real, imag)
def _format_complex(self, z: complex) -> str:
"""Format complex number for display."""
real, imag = z.real, z.imag
if imag == 0:
return f"{real:.0f}"
elif real == 0:
return f"{imag:.0f}i"
else:
sign = "+" if imag >= 0 else "-"
return f"{real:.0f} {sign} {abs(imag):.0f}i"
def __getitem__(self, idx: int) -> dict:
rng = random.Random(self.seed + idx)
# Generate two random complex numbers
a = self._generate_complex(rng)
b = self._generate_complex(rng)
# For division, ensure denominator is not zero
while b == 0:
b = self._generate_complex(rng)
# Choose random operation
op = rng.choice(self.config.operations)
# Calculate result
if op == "+":
result = a + b
elif op == "-":
result = a - b
elif op == "*":
result = a * b
else: # op == "/"
result = a / b
question = self._prompt_templates[op].format(
a=self._format_complex(a),
b=self._format_complex(b)
)
return {
"question": question,
"answer": self._format_complex(result),
"metadata": {
"num1": (a.real, a.imag),
"num2": (b.real, b.imag),
"operation": op,
"result": (result.real, result.imag),
},
}
def score_answer(self, answer: str, metadata: dict) -> float:
"""Score the answer, allowing for minor formatting differences."""
if answer is None:
return 0.0
try:
# Convert the expected result from metadata
expected_result = complex(*metadata["result"])
# Parse student answer
# Remove spaces and convert to lowercase
answer = answer.replace(" ", "").lower()
# Handle different forms of writing complex numbers
if "i" not in answer and "j" not in answer:
# Pure real number
return abs(complex(float(answer)) - expected_result) < 1e-10
# Replace 'i' with 'j' for Python's complex number notation
answer = answer.replace('i', 'j')
# Handle cases like "2j" (add plus sign)
if answer[0] == 'j':
answer = '1' + answer
elif answer[-1] == 'j' and not any(c in answer[:-1] for c in '+-'):
answer = answer.replace('j', '+1j')
# Add missing real or imaginary parts
if 'j' not in answer:
answer += '+0j'
# Parse the answer string into a complex number
student_result = complex(answer)
# Check if the results are close enough (allowing for minor floating-point differences)
return float(abs(student_result - expected_result) < 1e-10)
except (ValueError, TypeError):
# If there's any error in parsing the answer
return 0.0
register_dataset("complex_arithmetic", ComplexArithmeticDataset, ComplexArithmeticConfig)