What are some optimizations I can make when using Modin?
You can optimize Modin by adjusting the number of partitions, using Dask or Ray as the execution engine, and ensuring your data is in a suitable format.
How do I adjust the number of partitions?
You can adjust the number of partitions by setting the MODIN_NUM_PARTITIONS
environment variable or using the modin.pandas.set_partition
function.
What is the best execution engine for Modin?
The best execution engine depends on your workload. Dask is great for larger datasets, while Ray can be faster for smaller, more complex tasks.
Can I use Modin with existing Pandas code?
Yes, Modin is designed to be a drop-in replacement for Pandas, so you can use your existing Pandas code with minimal changes.
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