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Results of GPT-4 on HumanEval/8

Date: 18 July, 2023
Model: gpt-4
Temperature: 0.2
Passing runs: 10
Total runs: 10
Success rate: 100%

Prompt

Tokens: 136

from typing import List, Tuple


def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """

The above is an incomplete Python code fragment. Return the complete and correct code with no additional text.

Correct solution

from typing import List, Tuple


def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """sum_value = 0
    prod_value = 1

    for n in numbers:
        sum_value += n
        prod_value *= n
    return sum_value, prod_value

Unit tests

METADATA = {
    'author': 'jt',
    'dataset': 'test'
}


def check(candidate):
    assert candidate([]) == (0, 1)
    assert candidate([1, 1, 1]) == (3, 1)
    assert candidate([100, 0]) == (100, 0)
    assert candidate([3, 5, 7]) == (3 + 5 + 7, 3 * 5 * 7)
    assert candidate([10]) == (10, 10)

Runs

✅ Run 1

Start time: 2023-07-18 18:54:50
Duration: 13.93s
Completion tokens: 144
Result: Pass

from typing import List, Tuple
from functools import reduce
import operator

def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """
    if not numbers:
        return (0, 1)
    else:
        return (sum(numbers), reduce(operator.mul, numbers))

✅ Run 2

Start time: 2023-07-18 18:54:39
Duration: 10.92s
Completion tokens: 159
Result: Pass

from typing import List, Tuple


def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """
    if not numbers:
        return (0, 1)
    else:
        sum_numbers = sum(numbers)
        product_numbers = 1
        for number in numbers:
            product_numbers *= number
        return (sum_numbers, product_numbers)

✅ Run 3

Start time: 2023-07-18 18:54:30
Duration: 9.77s
Completion tokens: 144
Result: Pass

from typing import List, Tuple
from functools import reduce
import operator

def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """
    if not numbers:
        return (0, 1)
    else:
        return (sum(numbers), reduce(operator.mul, numbers))

✅ Run 4

Start time: 2023-07-18 18:54:17
Duration: 12.79s
Completion tokens: 159
Result: Pass

from typing import List, Tuple


def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """
    if not numbers:
        return (0, 1)
    else:
        sum_numbers = sum(numbers)
        product_numbers = 1
        for num in numbers:
            product_numbers *= num
        return (sum_numbers, product_numbers)

✅ Run 5

Start time: 2023-07-18 18:54:05
Duration: 11.39s
Completion tokens: 159
Result: Pass

from typing import List, Tuple


def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """
    if not numbers:
        return (0, 1)
    else:
        sum_numbers = sum(numbers)
        product_numbers = 1
        for num in numbers:
            product_numbers *= num
        return (sum_numbers, product_numbers)

✅ Run 6

Start time: 2023-07-18 18:53:49
Duration: 15.61s
Completion tokens: 164
Result: Pass

from typing import List, Tuple

def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """
    if not numbers:
        return (0, 1)
    else:
        sum_of_numbers = sum(numbers)
        product_of_numbers = 1
        for number in numbers:
            product_of_numbers *= number
        return (sum_of_numbers, product_of_numbers)

✅ Run 7

Start time: 2023-07-18 18:53:35
Duration: 14.08s
Completion tokens: 159
Result: Pass

from typing import List, Tuple


def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """
    if not numbers:
        return (0, 1)
    else:
        sum_numbers = sum(numbers)
        product_numbers = 1
        for number in numbers:
            product_numbers *= number
        return (sum_numbers, product_numbers)

✅ Run 8

Start time: 2023-07-18 18:53:19
Duration: 15.87s
Completion tokens: 142
Result: Pass

from typing import List, Tuple

def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """
    sum_numbers = sum(numbers)
    product_numbers = 1
    for num in numbers:
        product_numbers *= num
    return sum_numbers, product_numbers

✅ Run 9

Start time: 2023-07-18 18:53:07
Duration: 12.01s
Completion tokens: 159
Result: Pass

from typing import List, Tuple

def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """
    if not numbers:
        return (0, 1)
    else:
        sum_numbers = sum(numbers)
        product_numbers = 1
        for number in numbers:
            product_numbers *= number
        return (sum_numbers, product_numbers)

✅ Run 10

Start time: 2023-07-18 18:52:55
Duration: 12.52s
Completion tokens: 159
Result: Pass

from typing import List, Tuple

def sum_product(numbers: List[int]) -> Tuple[int, int]:
    """ For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.
    Empty sum should be equal to 0 and empty product should be equal to 1.
    >>> sum_product([])
    (0, 1)
    >>> sum_product([1, 2, 3, 4])
    (10, 24)
    """
    if not numbers:
        return (0, 1)
    else:
        sum_numbers = sum(numbers)
        product_numbers = 1
        for number in numbers:
            product_numbers *= number
        return (sum_numbers, product_numbers)