Generating a Random Walk Path with Dask

This function uses the Dask library to generate a random walk path. It first generates a series of random x and y coordinates, then converts these coordinates into a Dask array using Dask's `from_array` method, and finally returns this Dask array.

Technology Stack : Dask, NumPy, Dask.array

Code Type : The type of code

Code Difficulty :

                
                    
import numpy as np
import dask.array as da

def random_walk(n_steps):
    """
    Generates a random walk path with Dask.
    """
    x = np.random.randn(n_steps)
    y = np.random.randn(n_steps)
    walk = da.from_array(np.stack([x, y], axis=1), chunks=(n_steps // 100))
    return walk