BigCodeBench / BigCodeBench v0.1.0_hf 603a3d95-3943-5b0d-9ebb-a1c9c7f36e7d

complete prompt

import pandas as pd
import seaborn as sns

def task_func(df):
    """
    Draw and return a heat map with temperature data from a pandas DataFrame.

    Parameters:
    df (DataFrame): A pandas DataFrame with 'Date', 'Time', and 'Temperature' columns.

    Returns:
    Axes: Seaborn heatmap object.

    Raises:
    ValueError: If 'df' is not a DataFrame or lacks 'Date', 'Time', or 'Temperature' columns.

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


    Example:
    >>> np.random.seed(42)
    >>> df = pd.DataFrame({
    ...     'Date': pd.date_range(start='1/1/2021', end='12/31/2021'),
    ...     'Time': ['12:00']*365,
    ...     'Temperature': np.random.randint(-10, 35, size=365)
    ... })
    >>> ax = task_func(df)
    >>> ax.get_title()  # Expected: 'Temperature Heatmap'
    'Temperature Heatmap'
    """

instruct prompt

Draw and return a heat map with temperature data from a pandas DataFrame.
The function should raise the exception for: ValueError: If 'df' is not a DataFrame or lacks 'Date', 'Time', or 'Temperature' columns.
The function should output with:
    Axes: Seaborn heatmap object.
You should write self-contained code starting with:

Code

import pandas as pd
import seaborn as sns
def task_func(df):

code prompt

Code

import pandas as pd
import seaborn as sns
def task_func(df):

entry point

task_func

libs

• pandas
• seaborn