BigCodeBench / BigCodeBench v0.1.0_hf eefb4ca0-f2e9-58e1-b992-8e83415fe4d7

complete prompt

import pandas as pd
import numpy as np


def task_func(product_dict, product_keys):
    """
    Create a profit report for a list of products based on a specific product dictionary that includes the quantity,
    price, and profit of each product. Additionally, calculate the average price and profit for all considered products,
    and plot a bar chart of the profit for each product.

    Parameters:
    - product_dict (dict): The dictionary containing product details with product name as key and a list
    [quantity, price] as value.
    - product_keys (list): The list of product keys to consider for the report.

    Returns: tuple: A tuple containing:
    - DataFrame: A pandas DataFrame with columns
    ['Product', 'Quantity', 'Price', 'Profit', 'Average Price', 'Average Profit'].
    - Axes: A matplotlib Axes object representing the plotted bar chart of profit for each product
    (None if no products).

    Requirements:
    - pandas
    - numpy

    Example:
    >>> product_dict = {'Apple': [100, 2.5], 'Orange': [80, 3.5], 'Banana': [120, 1.5]}
    >>> product_keys = ['Apple', 'Banana']
    >>> report, ax = task_func(product_dict, product_keys)
    >>> print(report)
      Product  Quantity  Price  Profit  Average Price  Average Profit
    0   Apple       100    2.5   250.0            2.0           215.0
    1  Banana       120    1.5   180.0            2.0           215.0

    """

instruct prompt

Create a profit report for a list of products based on a specific product dictionary that includes the quantity, price, and profit of each product. Additionally, calculate the average price and profit for all considered products, and plot a bar chart of the profit for each product.
The function should output with:
    tuple: A tuple containing:
    DataFrame: A pandas DataFrame with columns
    ['Product', 'Quantity', 'Price', 'Profit', 'Average Price', 'Average Profit'].
    Axes: A matplotlib Axes object representing the plotted bar chart of profit for each product
    (None if no products).
You should write self-contained code starting with:

Code

import pandas as pd
import numpy as np
def task_func(product_dict, product_keys):

code prompt

Code

import pandas as pd
import numpy as np
def task_func(product_dict, product_keys):

entry point

task_func

libs

• pandas
• numpy