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BigCodeBench / BigCodeBench v0.1.0_hf ed51a1c2-c105-5cb8-b90a-17335d80df7b

Problem

Answer published by the source. Consult the official source to check your work against its answer.

complete prompt

import matplotlib.pyplot as plt
import pandas as pd
import seaborn as sns

# Constants
COLUMNS = ['Name', 'Age', 'Country', 'Score']

def task_func(df):
    """
    Generates a histogram of scores and a boxplot of scores by country from a pandas DataFrame. 
    It considers only unique names for both plots.

    Parameters:
    df (DataFrame): A pandas DataFrame containing the columns 'Name', 'Age', 'Country', and 'Score'.

    Returns:
    matplotlib.figure.Figure: A matplotlib figure containing the histogram and boxplot.

    Requirements:
    - matplotlib.pyplot
    - seaborn
    - pandas

    Note:
    - The function would return "Invalid input" string if the input is invalid (e.g., does not contain the required 'Name' key).
    - The histogram of scores has a title "Histogram of Scores".
    - The boxplot of scores has a title "Boxplot of Scores by Country".

    Example:
    >>> data = pd.DataFrame([{'Name': 'James', 'Age': 30, 'Country': 'USA', 'Score': 85}, {'Name': 'Nick', 'Age': 50, 'Country': 'Australia', 'Score': 80}])
    >>> fig = task_func(data)
    >>> axes = fig.get_axes()
    >>> print(axes[0].get_title())
    Histogram of Scores

    >>> print(task_func("not a dataframe"))
    Invalid input
    """

instruct prompt

Generates a histogram of scores and a boxplot of scores by country from a pandas DataFrame. It considers only unique names for both plots. >>> print(task_func("not a dataframe")) Invalid input
Note that: The function would return "Invalid input" string if the input is invalid (e.g., does not contain the required 'Name' key). The histogram of scores has a title "Histogram of Scores". The boxplot of scores has a title "Boxplot of Scores by Country".
The function should output with:
    matplotlib.figure.Figure: A matplotlib figure containing the histogram and boxplot.
You should write self-contained code starting with:

Code

import matplotlib.pyplot as plt
import pandas as pd
import seaborn as sns
# Constants
COLUMNS = ['Name', 'Age', 'Country', 'Score']
def task_func(df):

code prompt

Code

import matplotlib.pyplot as plt
import pandas as pd
import seaborn as sns
# Constants
COLUMNS = ['Name', 'Age', 'Country', 'Score']
def task_func(df):

entry point

task_func

libs

  • pandas
  • matplotlib
  • seaborn

Discussion

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Source and history

task_id
ed51a1c2-c105-5cb8-b90a-17335d80df7b
task_key
default--v0~2e1~2e0~5fhf--ed51a1c2-c105-5cb8-b90a-17335d80df7b
task_revision_id
1
config / split
default / v0.1.0_hf

Official source

initial import