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Results of GPT-3.5 on HumanEval/39

Date: 18 July, 2023
Model: gpt-3.5-turbo
Temperature: 0.2
Passing runs: 2
Total runs: 10
Success rate: 20%

Prompt

Tokens: 123

def prime_fib(n: int):
    """
    prime_fib returns n-th number that is a Fibonacci number and it's also prime.
    >>> prime_fib(1)
    2
    >>> prime_fib(2)
    3
    >>> prime_fib(3)
    5
    >>> prime_fib(4)
    13
    >>> prime_fib(5)
    89
    """

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

Correct solution

def prime_fib(n: int):
    """
    prime_fib returns n-th number that is a Fibonacci number and it's also prime.
    >>> prime_fib(1)
    2
    >>> prime_fib(2)
    3
    >>> prime_fib(3)
    5
    >>> prime_fib(4)
    13
    >>> prime_fib(5)
    89
    """import math

    def is_prime(p):
        if p < 2:
            return False
        for k in range(2, min(int(math.sqrt(p)) + 1, p - 1)):
            if p % k == 0:
                return False
        return True
    f = [0, 1]
    while True:
        f.append(f[-1] + f[-2])
        if is_prime(f[-1]):
            n -= 1
        if n == 0:
            return f[-1]

Unit tests

METADATA = {}


def check(candidate):
    assert candidate(1) == 2
    assert candidate(2) == 3
    assert candidate(3) == 5
    assert candidate(4) == 13
    assert candidate(5) == 89
    assert candidate(6) == 233
    assert candidate(7) == 1597
    assert candidate(8) == 28657
    assert candidate(9) == 514229
    assert candidate(10) == 433494437

Runs

❌ Run 1

Start time: 2023-07-18 17:23:12
Duration: 6.86s
Completion tokens: 179
Result: Fail

def prime_fib(n: int):
    def is_prime(num):
        if num < 2:
            return False
        for i in range(2, int(num ** 0.5) + 1):
            if num % i == 0:
                return False
        return True

    def fibonacci(n):
        if n <= 0:
            return []
        elif n == 1:
            return [0]
        elif n == 2:
            return [0, 1]
        else:
            fib = [0, 1]
            while len(fib) < n:
                fib.append(fib[-1] + fib[-2])
            return fib

    fib_numbers = fibonacci(n)
    prime_fib_numbers = [num for num in fib_numbers if is_prime(num)]
    return prime_fib_numbers[-1]

✅ Run 2

Start time: 2023-07-18 17:23:04
Duration: 7.3s
Completion tokens: 189
Result: Pass

def prime_fib(n: int):
    def is_prime(num: int) -> bool:
        if num < 2:
            return False
        for i in range(2, int(num ** 0.5) + 1):
            if num % i == 0:
                return False
        return True

    def fibonacci(n: int) -> int:
        if n <= 0:
            return 0
        elif n == 1:
            return 1
        else:
            a, b = 0, 1
            for _ in range(n - 1):
                a, b = b, a + b
            return b

    count = 0
    i = 0
    while count < n:
        i += 1
        num = fibonacci(i)
        if is_prime(num):
            count += 1
    return num

❌ Run 3

Start time: 2023-07-18 17:22:58
Duration: 6.55s
Completion tokens: 179
Result: Fail

def prime_fib(n: int):
    def is_prime(num):
        if num < 2:
            return False
        for i in range(2, int(num ** 0.5) + 1):
            if num % i == 0:
                return False
        return True

    def fibonacci(n):
        if n <= 0:
            return []
        elif n == 1:
            return [0]
        elif n == 2:
            return [0, 1]
        else:
            fib = [0, 1]
            while len(fib) < n:
                fib.append(fib[-1] + fib[-2])
            return fib

    fib_numbers = fibonacci(n)
    prime_fib_numbers = [num for num in fib_numbers if is_prime(num)]
    return prime_fib_numbers[-1]

❌ Run 4

Start time: 2023-07-18 17:22:50
Duration: 7.85s
Completion tokens: 202
Result: Fail

def prime_fib(n: int):
    """
    prime_fib returns n-th number that is a Fibonacci number and it's also prime.
    """
    def is_prime(num):
        if num < 2:
            return False
        for i in range(2, int(num ** 0.5) + 1):
            if num % i == 0:
                return False
        return True

    def fibonacci(n):
        if n <= 0:
            return []
        elif n == 1:
            return [0]
        elif n == 2:
            return [0, 1]
        else:
            fib = [0, 1]
            while len(fib) < n:
                fib.append(fib[-1] + fib[-2])
            return fib

    fib_numbers = fibonacci(n)
    prime_fib_numbers = [num for num in fib_numbers if is_prime(num)]
    return prime_fib_numbers[-1]

❌ Run 5

Start time: 2023-07-18 17:22:43
Duration: 6.94s
Completion tokens: 175
Result: Fail

def prime_fib(n: int):
    def is_prime(num):
        if num < 2:
            return False
        for i in range(2, int(num ** 0.5) + 1):
            if num % i == 0:
                return False
        return True

    def fibonacci(n):
        if n <= 0:
            return []
        elif n == 1:
            return [0]
        elif n == 2:
            return [0, 1]
        else:
            fib_seq = [0, 1]
            while len(fib_seq) < n:
                fib_seq.append(fib_seq[-1] + fib_seq[-2])
            return fib_seq

    fib_seq = fibonacci(n)
    for num in fib_seq:
        if is_prime(num):
            return num

❌ Run 6

Start time: 2023-07-18 17:22:36
Duration: 6.97s
Completion tokens: 185
Result: Fail

def prime_fib(n: int):
    def is_prime(num):
        if num < 2:
            return False
        for i in range(2, int(num ** 0.5) + 1):
            if num % i == 0:
                return False
        return True

    def fibonacci(n):
        if n <= 0:
            return []
        elif n == 1:
            return [0]
        elif n == 2:
            return [0, 1]
        else:
            fib_list = [0, 1]
            while len(fib_list) < n:
                fib_list.append(fib_list[-1] + fib_list[-2])
            return fib_list

    fib_list = fibonacci(n)
    prime_fib_list = [num for num in fib_list if is_prime(num)]
    return prime_fib_list[-1]

✅ Run 7

Start time: 2023-07-18 17:22:29
Duration: 7.05s
Completion tokens: 187
Result: Pass

def prime_fib(n: int):
    def is_prime(num: int) -> bool:
        if num < 2:
            return False
        for i in range(2, int(num ** 0.5) + 1):
            if num % i == 0:
                return False
        return True

    def fibonacci(n: int) -> int:
        if n <= 0:
            return 0
        elif n == 1:
            return 1
        else:
            a, b = 0, 1
            for _ in range(n - 1):
                a, b = b, a + b
            return b

    count = 0
    i = 0
    while count < n:
        i += 1
        if is_prime(fibonacci(i)):
            count += 1
    return fibonacci(i)

❌ Run 8

Start time: 2023-07-18 17:22:20
Duration: 8.16s
Completion tokens: 182
Result: Fail

def prime_fib(n: int):
    def is_prime(num):
        if num < 2:
            return False
        for i in range(2, int(num ** 0.5) + 1):
            if num % i == 0:
                return False
        return True

    def fibonacci(n):
        if n <= 0:
            return []
        elif n == 1:
            return [0]
        elif n == 2:
            return [0, 1]
        else:
            fib = [0, 1]
            for i in range(2, n):
                fib.append(fib[i-1] + fib[i-2])
            return fib

    fib_numbers = fibonacci(n)
    prime_fib_numbers = [num for num in fib_numbers if is_prime(num)]
    return prime_fib_numbers[-1]

❌ Run 9

Start time: 2023-07-18 17:22:13
Duration: 7.14s
Completion tokens: 192
Result: Fail

def prime_fib(n: int):
    def is_prime(num):
        if num < 2:
            return False
        for i in range(2, int(num ** 0.5) + 1):
            if num % i == 0:
                return False
        return True

    def fibonacci(n):
        if n <= 0:
            return []
        elif n == 1:
            return [0]
        elif n == 2:
            return [0, 1]
        else:
            fib = [0, 1]
            for i in range(2, n):
                fib.append(fib[i-1] + fib[i-2])
            return fib

    fib_numbers = fibonacci(n)
    prime_fib_numbers = []
    for num in fib_numbers:
        if is_prime(num):
            prime_fib_numbers.append(num)
    return prime_fib_numbers[-1]

❌ Run 10

Start time: 2023-07-18 17:22:05
Duration: 7.95s
Completion tokens: 207
Result: Fail

def is_prime(n: int) -> bool:
    """
    is_prime checks if a number is prime.
    """
    if n <= 1:
        return False
    for i in range(2, int(n ** 0.5) + 1):
        if n % i == 0:
            return False
    return True


def prime_fib(n: int) -> int:
    """
    prime_fib returns n-th number that is a Fibonacci number and it's also prime.
    """
    if n <= 0:
        raise ValueError("n must be a positive integer.")
    if n == 1:
        return 2
    if n == 2:
        return 3

    fib_nums = [2, 3]
    while len(fib_nums) < n:
        next_num = fib_nums[-1] + fib_nums[-2]
        if is_prime(next_num):
            fib_nums.append(next_num)

    return fib_nums[-1]