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BigCodeBench / BigCodeBench v0.1.0_hf 61bdd552-dd33-523d-9a49-dd792a92ad09

Problem

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

complete prompt

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

# Constants defining the range of random integers and the size of the DataFrame
RANGE = 100
SIZE = 1000


def task_func():
    """
    Generates a DataFrame with two columns, 'X' and 'Y', each filled with random integers within a specified range,
    and plots these points using a scatter plot. The visualization is created using Seaborn on top of Matplotlib.

    The function is designed to be parameter-free for simplicity, utilizing constants for configuration.

    Returns:
        pd.DataFrame: A DataFrame with 'X' and 'Y' columns containing the generated random integers.

    Requirements:
        - numpy
        - pandas
        - seaborn
        - matplotlib.pyplot

    No Parameters.

    Example:
        >>> df = task_func()
        >>> isinstance(df, pd.DataFrame)
        True
        >>> 'X' in df.columns and 'Y' in df.columns
        True
        >>> len(df)
        1000
        >>> all(df['X'].between(0, RANGE - 1)) and all(df['Y'].between(0, RANGE - 1))
        True
    """

instruct prompt

Generates a DataFrame with two columns, 'X' and 'Y', each filled with random integers within a specified range, and plots these points using a scatter plot. The visualization is created using Seaborn on top of Matplotlib. The function is designed to be parameter-free for simplicity, utilizing constants for configuration. No Parameters.
The function should output with:
    pd.DataFrame: A DataFrame with 'X' and 'Y' columns containing the generated random integers.
You should write self-contained code starting with:

Code

import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
# Constants defining the range of random integers and the size of the DataFrame
RANGE = 100
SIZE = 1000
def task_func():

code prompt

Code

import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
# Constants defining the range of random integers and the size of the DataFrame
RANGE = 100
SIZE = 1000
def task_func():

entry point

task_func

libs

  • pandas
  • numpy
  • matplotlib
  • seaborn

Discussion

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Source and history

task_id
61bdd552-dd33-523d-9a49-dd792a92ad09
task_key
default--v0~2e1~2e0~5fhf--61bdd552-dd33-523d-9a49-dd792a92ad09
task_revision_id
1
config / split
default / v0.1.0_hf

Official source

initial import