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Results of GPT-4 on HumanEval/160

Date: 18 July, 2023
Model: gpt-4
Temperature: 0.2
Passing runs: 5
Total runs: 10
Success rate: 50%

Prompt

Tokens: 233

def do_algebra(operator, operand):
    """
    Given two lists operator, and operand. The first list has basic algebra operations, and 
    the second list is a list of integers. Use the two given lists to build the algebric 
    expression and return the evaluation of this expression.

    The basic algebra operations:
    Addition ( + ) 
    Subtraction ( - ) 
    Multiplication ( * ) 
    Floor division ( // ) 
    Exponentiation ( ** ) 

    Example:
    operator['+', '*', '-']
    array = [2, 3, 4, 5]
    result = 2 + 3 * 4 - 5
    => result = 9

    Note:
        The length of operator list is equal to the length of operand list minus one.
        Operand is a list of of non-negative integers.
        Operator list has at least one operator, and operand list has at least two operands.

    """

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

Correct solution

def do_algebra(operator, operand):
    """
    Given two lists operator, and operand. The first list has basic algebra operations, and 
    the second list is a list of integers. Use the two given lists to build the algebric 
    expression and return the evaluation of this expression.

    The basic algebra operations:
    Addition ( + ) 
    Subtraction ( - ) 
    Multiplication ( * ) 
    Floor division ( // ) 
    Exponentiation ( ** ) 

    Example:
    operator['+', '*', '-']
    array = [2, 3, 4, 5]
    result = 2 + 3 * 4 - 5
    => result = 9

    Note:
        The length of operator list is equal to the length of operand list minus one.
        Operand is a list of of non-negative integers.
        Operator list has at least one operator, and operand list has at least two operands.

    """expression = str(operand[0])
    for oprt, oprn in zip(operator, operand[1:]):
        expression+= oprt + str(oprn)
    return eval(expression)

Unit tests

def check(candidate):

    # Check some simple cases
    assert candidate(['**', '*', '+'], [2, 3, 4, 5]) == 37
    assert candidate(['+', '*', '-'], [2, 3, 4, 5]) == 9
    assert candidate(['//', '*'], [7, 3, 4]) == 8, "This prints if this assert fails 1 (good for debugging!)"

    # Check some edge cases that are easy to work out by hand.
    assert True, "This prints if this assert fails 2 (also good for debugging!)"

Runs

❌ Run 1

Start time: 2023-07-18 17:46:38
Duration: 26.02s
Completion tokens: 333
Result: Fail

def do_algebra(operator, operand):
    """
    Given two lists operator, and operand. The first list has basic algebra operations, and 
    the second list is a list of integers. Use the two given lists to build the algebric 
    expression and return the evaluation of this expression.

    The basic algebra operations:
    Addition ( + ) 
    Subtraction ( - ) 
    Multiplication ( * ) 
    Floor division ( // ) 
    Exponentiation ( ** ) 

    Example:
    operator['+', '*', '-']
    array = [2, 3, 4, 5]
    result = 2 + 3 * 4 - 5
    => result = 9

    Note:
        The length of operator list is equal to the length of operand list minus one.
        Operand is a list of of non-negative integers.
        Operator list has at least one operator, and operand list has at least two operands.

    """
    # Initialize the result with the first operand
    result = operand[0]

    # Iterate over the operator list
    for i in range(len(operator)):
        # Perform the operation based on the operator
        if operator[i] == '+':
            result += operand[i+1]
        elif operator[i] == '-':
            result -= operand[i+1]
        elif operator[i] == '*':
            result *= operand[i+1]
        elif operator[i] == '//':
            result //= operand[i+1]
        elif operator[i] == '**':
            result **= operand[i+1]

    return result

✅ Run 2

Start time: 2023-07-18 17:46:17
Duration: 20.07s
Completion tokens: 251
Result: Pass

def do_algebra(operator, operand):
    """
    Given two lists operator, and operand. The first list has basic algebra operations, and 
    the second list is a list of integers. Use the two given lists to build the algebric 
    expression and return the evaluation of this expression.

    The basic algebra operations:
    Addition ( + ) 
    Subtraction ( - ) 
    Multiplication ( * ) 
    Floor division ( // ) 
    Exponentiation ( ** ) 

    Example:
    operator['+', '*', '-']
    array = [2, 3, 4, 5]
    result = 2 + 3 * 4 - 5
    => result = 9

    Note:
        The length of operator list is equal to the length of operand list minus one.
        Operand is a list of of non-negative integers.
        Operator list has at least one operator, and operand list has at least two operands.

    """
    expression = str(operand[0])
    for i in range(1, len(operand)):
        expression += " " + operator[i-1] + " " + str(operand[i])
    return eval(expression)

❌ Run 3

Start time: 2023-07-18 17:45:51
Duration: 25.91s
Completion tokens: 345
Result: Fail

def do_algebra(operator, operand):
    """
    Given two lists operator, and operand. The first list has basic algebra operations, and 
    the second list is a list of integers. Use the two given lists to build the algebric 
    expression and return the evaluation of this expression.

    The basic algebra operations:
    Addition ( + ) 
    Subtraction ( - ) 
    Multiplication ( * ) 
    Floor division ( // ) 
    Exponentiation ( ** ) 

    Example:
    operator['+', '*', '-']
    array = [2, 3, 4, 5]
    result = 2 + 3 * 4 - 5
    => result = 9

    Note:
        The length of operator list is equal to the length of operand list minus one.
        Operand is a list of of non-negative integers.
        Operator list has at least one operator, and operand list has at least two operands.

    """
    # Initialize result with the first operand
    result = operand[0]
    
    # Iterate over the operator list
    for i in range(len(operator)):
        # Perform the operation based on the operator and update the result
        if operator[i] == '+':
            result += operand[i+1]
        elif operator[i] == '-':
            result -= operand[i+1]
        elif operator[i] == '*':
            result *= operand[i+1]
        elif operator[i] == '//':
            result //= operand[i+1]
        elif operator[i] == '**':
            result **= operand[i+1]
    
    # Return the final result
    return result

❌ Run 4

Start time: 2023-07-18 17:45:30
Duration: 21.63s
Completion tokens: 333
Result: Fail

def do_algebra(operator, operand):
    """
    Given two lists operator, and operand. The first list has basic algebra operations, and 
    the second list is a list of integers. Use the two given lists to build the algebric 
    expression and return the evaluation of this expression.

    The basic algebra operations:
    Addition ( + ) 
    Subtraction ( - ) 
    Multiplication ( * ) 
    Floor division ( // ) 
    Exponentiation ( ** ) 

    Example:
    operator['+', '*', '-']
    array = [2, 3, 4, 5]
    result = 2 + 3 * 4 - 5
    => result = 9

    Note:
        The length of operator list is equal to the length of operand list minus one.
        Operand is a list of of non-negative integers.
        Operator list has at least one operator, and operand list has at least two operands.

    """
    # Initialize the result with the first operand
    result = operand[0]

    # Iterate over the operator list
    for i in range(len(operator)):
        # Perform the operation based on the operator
        if operator[i] == '+':
            result += operand[i+1]
        elif operator[i] == '-':
            result -= operand[i+1]
        elif operator[i] == '*':
            result *= operand[i+1]
        elif operator[i] == '//':
            result //= operand[i+1]
        elif operator[i] == '**':
            result **= operand[i+1]

    return result

✅ Run 5

Start time: 2023-07-18 17:44:58
Duration: 31.52s
Completion tokens: 245
Result: Pass

def do_algebra(operator, operand):
    """
    Given two lists operator, and operand. The first list has basic algebra operations, and 
    the second list is a list of integers. Use the two given lists to build the algebric 
    expression and return the evaluation of this expression.

    The basic algebra operations:
    Addition ( + ) 
    Subtraction ( - ) 
    Multiplication ( * ) 
    Floor division ( // ) 
    Exponentiation ( ** ) 

    Example:
    operator['+', '*', '-']
    array = [2, 3, 4, 5]
    result = 2 + 3 * 4 - 5
    => result = 9

    Note:
        The length of operator list is equal to the length of operand list minus one.
        Operand is a list of of non-negative integers.
        Operator list has at least one operator, and operand list has at least two operands.

    """
    expression = str(operand[0])
    for i in range(1, len(operand)):
        expression += operator[i-1] + str(operand[i])
    return eval(expression)

✅ Run 6

Start time: 2023-07-18 17:44:52
Duration: 6.2s
Completion tokens: 98
Result: Pass

def do_algebra(operator, operand):
    expression = str(operand[0])
    for i in range(1, len(operand)):
        expression += operator[i-1] + str(operand[i])
    return eval(expression)

❌ Run 7

Start time: 2023-07-18 17:44:29
Duration: 22.77s
Completion tokens: 333
Result: Fail

def do_algebra(operator, operand):
    """
    Given two lists operator, and operand. The first list has basic algebra operations, and 
    the second list is a list of integers. Use the two given lists to build the algebric 
    expression and return the evaluation of this expression.

    The basic algebra operations:
    Addition ( + ) 
    Subtraction ( - ) 
    Multiplication ( * ) 
    Floor division ( // ) 
    Exponentiation ( ** ) 

    Example:
    operator['+', '*', '-']
    array = [2, 3, 4, 5]
    result = 2 + 3 * 4 - 5
    => result = 9

    Note:
        The length of operator list is equal to the length of operand list minus one.
        Operand is a list of of non-negative integers.
        Operator list has at least one operator, and operand list has at least two operands.

    """
    # Initialize the result with the first operand
    result = operand[0]

    # Iterate over the operator list
    for i in range(len(operator)):
        # Perform the operation based on the operator
        if operator[i] == '+':
            result += operand[i+1]
        elif operator[i] == '-':
            result -= operand[i+1]
        elif operator[i] == '*':
            result *= operand[i+1]
        elif operator[i] == '//':
            result //= operand[i+1]
        elif operator[i] == '**':
            result **= operand[i+1]

    return result

✅ Run 8

Start time: 2023-07-18 17:44:11
Duration: 18.15s
Completion tokens: 247
Result: Pass

def do_algebra(operator, operand):
    """
    Given two lists operator, and operand. The first list has basic algebra operations, and 
    the second list is a list of integers. Use the two given lists to build the algebric 
    expression and return the evaluation of this expression.

    The basic algebra operations:
    Addition ( + ) 
    Subtraction ( - ) 
    Multiplication ( * ) 
    Floor division ( // ) 
    Exponentiation ( ** ) 

    Example:
    operator['+', '*', '-']
    array = [2, 3, 4, 5]
    result = 2 + 3 * 4 - 5
    => result = 9

    Note:
        The length of operator list is equal to the length of operand list minus one.
        Operand is a list of of non-negative integers.
        Operator list has at least one operator, and operand list has at least two operands.

    """
    expression = str(operand[0])
    for i in range(len(operator)):
        expression += ' ' + operator[i] + ' ' + str(operand[i+1])
    return eval(expression)

✅ Run 9

Start time: 2023-07-18 17:44:04
Duration: 7.18s
Completion tokens: 100
Result: Pass

def do_algebra(operator, operand):
    expression = str(operand[0])
    for i in range(1, len(operand)):
        expression += operator[i-1] + str(operand[i])
    return eval(expression)

❌ Run 10

Start time: 2023-07-18 17:43:42
Duration: 21.81s
Completion tokens: 338
Result: Fail

def do_algebra(operator, operand):
    """
    Given two lists operator, and operand. The first list has basic algebra operations, and 
    the second list is a list of integers. Use the two given lists to build the algebric 
    expression and return the evaluation of this expression.

    The basic algebra operations:
    Addition ( + ) 
    Subtraction ( - ) 
    Multiplication ( * ) 
    Floor division ( // ) 
    Exponentiation ( ** ) 

    Example:
    operator['+', '*', '-']
    array = [2, 3, 4, 5]
    result = 2 + 3 * 4 - 5
    => result = 9

    Note:
        The length of operator list is equal to the length of operand list minus one.
        Operand is a list of of non-negative integers.
        Operator list has at least one operator, and operand list has at least two operands.

    """
    # Initialize the result with the first operand
    result = operand[0]

    # Iterate over the operator list
    for i in range(len(operator)):
        # Perform the operation based on the operator
        if operator[i] == '+':
            result += operand[i + 1]
        elif operator[i] == '-':
            result -= operand[i + 1]
        elif operator[i] == '*':
            result *= operand[i + 1]
        elif operator[i] == '//':
            result //= operand[i + 1]
        elif operator[i] == '**':
            result **= operand[i + 1]

    return result