How can I use Modin with Ray for data processing?

How can I use Modin with Ray for data processing?

You can use Modin with Ray by installing Modin and Ray, then simply import Modin and set the execution environment to Ray.

What are the benefits of using Modin with Ray?

Using Modin with Ray allows for faster data processing by parallelizing operations across multiple cores and nodes.

Can you show me a simple code example?

Sure! Here's a basic example:

import modin.pandas as pd
import ray
ray.init()

df = pd.read_csv('your_file.csv')
result = df.groupby('column_name').sum()

Are there any limitations I should be aware of?

Yes, some limitations include compatibility issues with certain pandas functions and potential overhead from distributed computing.