Dask on a Mac
Parallel computing for Python (scales pandas/NumPy) · AI Clusters
Dask scales Python from a laptop to a cluster; parallel DataFrames, arrays and arbitrary task graphs that mirror the pandas/NumPy APIs. pip install 'dask[distributed]', then dask scheduler (dashboard :8787) and dask worker <addr>. A lighter-weight, Python-native alternative to Spark; pairs with JupyterLab.
Run Dask with FrontierStack
Install or connect Dask; then check its status, ports and certificate from FrontierStack. The same screen links to firewall checks and backups where they apply.
Run it from your Mac.
FrontierStack installs, monitors and secures services on this Mac and on linked servers; and keeps your passwords and keys out of any AI's sight.
Download FrontierStackApple notarized · Safe & secure · macOS 13 Ventura+