Scalable array processing with bounded memory

Cubed is a Python library for scalable out-of-core multi-dimensional array processing with bounded memory.

• Cubed provides NumPy and Xarray APIs for processing your multi-dimensional array data
• Cubed is a drop-in replacement for Dask's Array API
• Cubed will tell you if your computation would run out of memory before running it
• Cubed is designed to be robust to failures and will reliably complete a computation
• Cubed can process hundreds of GB of array data on your laptop using all available cores
• Cubed is horizontally scalable and stateless, and can scale to multi-TB datasets in the cloud

Documentation