{"library":"distributed","type":"library","category":null,"description":"Distributed is the scheduler for Dask, providing a distributed computation engine for parallel and out-of-core analytics. It manages computations across a cluster of machines, featuring dynamic task scheduling, fault tolerance, and diagnostics. The library is actively maintained with frequent releases, typically on a monthly or bi-monthly schedule, following a `YYYY.MM.patch` versioning scheme. The current version is 2026.3.0.","language":"python","status":"active","version":"2026.3.0","tags":["dask","distributed computing","parallelism","async","scheduler","data science","big data"],"last_verified":"Wed May 20","install":[{"cmd":"pip install \"distributed[complete]\"","imports":["from distributed import Client","from distributed import LocalCluster","from distributed import fire_and_forget"]},{"cmd":"pip install distributed","imports":[]}],"homepage":"https://distributed.dask.org","github":"https://github.com/dask/distributed","docs":null,"changelog":null,"pypi":"https://pypi.org/project/distributed/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":5.1,"avg_import_s":1.49,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/distributed/compatibility"}}