Random Mathematical Operations on Dask Arrays

This function uses the Dask library to create a random array and then performs a random mathematical operation (such as sum, mean, max, min, etc.) on the array, returning the result of the operation.

Technology Stack : This function uses the Dask library and performs a random mathematical operation (such as sum, mean, max, min, etc.) on a random array created by Dask, returning the result of the operation.

Code Type : The type of code

Code Difficulty : Advanced

                
                    
import dask.array as da
import numpy as np
import random

def random_dask_operation():
    # Define a list of possible operations
    operations = [
        "sum",
        "mean",
        "max",
        "min",
        "prod",
        "std",
        "var"
    ]
    
    # Generate random size for the array
    size = random.randint(1000, 10000)
    
    # Create a random Dask array
    dask_array = da.random.random(size=size)
    
    # Choose a random operation from the list
    operation = random.choice(operations)
    
    # Perform the operation on the Dask array
    result = dask_array.compute(get=True)
    
    return result