{"library":"modin","type":"library","category":null,"description":"Modin is an open-source Python library designed to accelerate pandas workflows by leveraging distributed computing frameworks like Ray, Dask, or Unidist. It aims to be a drop-in replacement for pandas, requiring only a single line change to the import statement. Modin supports datasets ranging from MBs to TBs, offering significant speedups, especially for larger data, and is actively maintained with frequent releases.","language":"python","status":"active","version":"0.37.1","tags":["dataframes","pandas acceleration","distributed computing","parallel processing","ray","dask"],"install":[{"cmd":"pip install \"modin[all]\"","imports":["import modin.pandas as pd"]},{"cmd":"pip install \"modin[ray]\"","imports":[]},{"cmd":"pip install \"modin[dask]\"","imports":[]},{"cmd":"pip install \"modin[mpi]\"","imports":[]}],"homepage":"https://modin.readthedocs.io","github":"https://github.com/modin-project/modin","docs":null,"changelog":null,"pypi":"https://pypi.org/project/modin/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":55,"avg_install_s":18.8,"avg_import_s":1.48,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/modin/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}