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Results of GPT-4 on HumanEval/20

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

Prompt

Tokens: 192

from typing import List, Tuple


def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """

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 find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """closest_pair = None
    distance = None

    for idx, elem in enumerate(numbers):
        for idx2, elem2 in enumerate(numbers):
            if idx != idx2:
                if distance is None:
                    distance = abs(elem - elem2)
                    closest_pair = tuple(sorted([elem, elem2]))
                else:
                    new_distance = abs(elem - elem2)
                    if new_distance < distance:
                        distance = new_distance
                        closest_pair = tuple(sorted([elem, elem2]))

    return closest_pair

Unit tests

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


def check(candidate):
    assert candidate([1.0, 2.0, 3.9, 4.0, 5.0, 2.2]) == (3.9, 4.0)
    assert candidate([1.0, 2.0, 5.9, 4.0, 5.0]) == (5.0, 5.9)
    assert candidate([1.0, 2.0, 3.0, 4.0, 5.0, 2.2]) == (2.0, 2.2)
    assert candidate([1.0, 2.0, 3.0, 4.0, 5.0, 2.0]) == (2.0, 2.0)
    assert candidate([1.1, 2.2, 3.1, 4.1, 5.1]) == (2.2, 3.1)

Runs

✅ Run 1

Start time: 2023-07-18 18:51:13
Duration: 21.83s
Completion tokens: 253
Result: Pass

from typing import List, Tuple

def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """
    numbers.sort()
    closest = (numbers[0], numbers[1])
    min_diff = abs(numbers[1] - numbers[0])
    
    for i in range(1, len(numbers) - 1):
        diff = abs(numbers[i+1] - numbers[i])
        if diff < min_diff:
            min_diff = diff
            closest = (numbers[i], numbers[i+1])
            
    return closest

✅ Run 2

Start time: 2023-07-18 18:50:50
Duration: 22.96s
Completion tokens: 254
Result: Pass

from typing import List, Tuple


def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """
    numbers.sort()
    closest_pair = (numbers[0], numbers[1])
    min_diff = abs(numbers[1] - numbers[0])

    for i in range(1, len(numbers) - 1):
        diff = abs(numbers[i+1] - numbers[i])
        if diff < min_diff:
            min_diff = diff
            closest_pair = (numbers[i], numbers[i+1])

    return closest_pair

✅ Run 3

Start time: 2023-07-18 18:50:31
Duration: 18.04s
Completion tokens: 240
Result: Pass

from typing import List, Tuple


def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """
    numbers.sort()
    min_diff = float('inf')
    closest_pair = None

    for i in range(len(numbers) - 1):
        diff = abs(numbers[i] - numbers[i + 1])
        if diff < min_diff:
            min_diff = diff
            closest_pair = (numbers[i], numbers[i + 1])

    return closest_pair

✅ Run 4

Start time: 2023-07-18 18:50:13
Duration: 18.54s
Completion tokens: 251
Result: Pass

from typing import List, Tuple

def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """
    numbers.sort()
    closest = (numbers[0], numbers[1])
    min_diff = abs(numbers[1] - numbers[0])
    for i in range(1, len(numbers) - 1):
        diff = abs(numbers[i+1] - numbers[i])
        if diff < min_diff:
            min_diff = diff
            closest = (numbers[i], numbers[i+1])
    return closest

✅ Run 5

Start time: 2023-07-18 18:49:51
Duration: 21.81s
Completion tokens: 253
Result: Pass

from typing import List, Tuple

def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """
    numbers.sort()
    closest = (numbers[0], numbers[1])
    min_diff = abs(numbers[0] - numbers[1])
    for i in range(1, len(numbers) - 1):
        diff = abs(numbers[i] - numbers[i + 1])
        if diff < min_diff:
            min_diff = diff
            closest = (numbers[i], numbers[i + 1])
    return closest

✅ Run 6

Start time: 2023-07-18 18:49:28
Duration: 23.11s
Completion tokens: 253
Result: Pass

from typing import List, Tuple


def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """
    numbers.sort()
    closest = (numbers[0], numbers[1])
    min_diff = abs(numbers[0] - numbers[1])

    for i in range(1, len(numbers) - 1):
        diff = abs(numbers[i] - numbers[i + 1])
        if diff < min_diff:
            min_diff = diff
            closest = (numbers[i], numbers[i + 1])

    return closest

✅ Run 7

Start time: 2023-07-18 18:49:04
Duration: 24.1s
Completion tokens: 251
Result: Pass

from typing import List, Tuple

def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """
    numbers.sort()
    closest = (numbers[0], numbers[1])
    min_diff = abs(numbers[1] - numbers[0])

    for i in range(1, len(numbers) - 1):
        diff = abs(numbers[i+1] - numbers[i])
        if diff < min_diff:
            min_diff = diff
            closest = (numbers[i], numbers[i+1])

    return closest

✅ Run 8

Start time: 2023-07-18 18:48:43
Duration: 20.73s
Completion tokens: 251
Result: Pass

from typing import List, Tuple

def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """
    numbers.sort()
    closest = (numbers[0], numbers[1])
    min_diff = abs(numbers[0] - numbers[1])

    for i in range(1, len(numbers) - 1):
        diff = abs(numbers[i] - numbers[i+1])
        if diff < min_diff:
            min_diff = diff
            closest = (numbers[i], numbers[i+1])

    return closest

✅ Run 9

Start time: 2023-07-18 18:48:17
Duration: 26.27s
Completion tokens: 247
Result: Pass

from typing import List, Tuple

def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """
    numbers.sort()
    closest = (numbers[0], numbers[1])
    min_diff = abs(numbers[1] - numbers[0])
    for i in range(2, len(numbers)):
        diff = abs(numbers[i] - numbers[i-1])
        if diff < min_diff:
            min_diff = diff
            closest = (numbers[i-1], numbers[i])
    return closest

✅ Run 10

Start time: 2023-07-18 18:47:58
Duration: 18.56s
Completion tokens: 258
Result: Pass

from typing import List, Tuple

def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:
    """ From a supplied list of numbers (of length at least two) select and return two that are the closest to each
    other and return them in order (smaller number, larger number).
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])
    (2.0, 2.2)
    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])
    (2.0, 2.0)
    """
    numbers.sort()
    closest_pair = (numbers[0], numbers[1])
    min_diff = abs(numbers[0] - numbers[1])
    
    for i in range(1, len(numbers) - 1):
        diff = abs(numbers[i] - numbers[i + 1])
        if diff < min_diff:
            min_diff = diff
            closest_pair = (numbers[i], numbers[i + 1])
    
    return closest_pair