Modin

Modin is an open-source, scalable DataFrame library designed to accelerate pandas workflows and simplify large-scale data processing. It provides a pandas-compatible API that allows developers and data scientists to scale data analysis across multiple CPU cores or distributed computing environments with minimal code changes.

Features of Modin:

• Scalable DataFrame library designed to accelerate pandas workflows.
• Provides a pandas-compatible API with minimal code changes.
• Supports parallel and distributed data processing.
• Can leverage multiple CPU cores for faster data operations.
• Supports execution engines such as Ray and Dask.
• Suitable for large-scale data analysis and processing workloads.
• Helps improve performance for data science and analytics workflows.
• Compatible with Python-based data science and machine learning applications.

Usage Instructions :

$ sudo su
$ cd /opt

Activate the Modin virtual environment:
$ source ~/modin-env/bin/activate

Set the execution engine:
$ export MODIN_ENGINE=ray

For verifying Modin installation:
$ pip show modin

Check Modin version:
$ python -c "import modin; print(modin.__version__)"

Disclaimer: Modin is open-source software provided under the Apache License 2.0. It is offered "as is," without any warranty, express or implied. Users are responsible for ensuring the ethical and legal use of Modin in their projects.