Random Modin DataFrame Operation Selection

This function randomly selects DataFrame operations from the Modin library, such as sum, mean, maximum, minimum, etc., and returns the result.

Technology Stack : Code package and technology stack used[English]

Code Type : The type of code

Code Difficulty : Intermediate

                
                    
def random_select_modin_operation():
    import random
    from modin.pandas import DataFrame

    # Generate a random DataFrame with some data
    df = DataFrame({
        'A': [1, 2, 3, 4, 5],
        'B': [5, 4, 3, 2, 1],
        'C': ['a', 'b', 'c', 'd', 'e']
    })

    # Randomly select an operation to perform on the DataFrame
    operation = random.choice(['sum', 'mean', 'max', 'min', 'median', 'std', 'var'])

    if operation == 'sum':
        result = df.sum()
    elif operation == 'mean':
        result = df.mean()
    elif operation == 'max':
        result = df.max()
    elif operation == 'min':
        result = df.min()
    elif operation == 'median':
        result = df.median()
    elif operation == 'std':
        result = df.std()
    elif operation == 'var':
        result = df.var()
    else:
        result = None

    return result