Bounded-memory serverless distributed N-dimensional array processing
Project description
Cubed
Note: this is a proof-of-concept, and many things are incomplete or don't work.
Bounded-memory serverless distributed N-dimensional array processing
Cubed is a distributed N-dimensional array library implemented in Python using bounded-memory serverless processing and Zarr for storage.
- Implements the Python Array API standard (see coverage status)
- Guaranteed maximum memory usage for standard array functions
- Follows Dask Array's chunked array API (
map_blocks,rechunk,apply_gufunc, etc) - Zarr for persistent and intermediate storage
- Multiple serverless runtimes: Python (in-process), Lithops, Modal, Apache Beam
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
cubed-0.7.0.tar.gz
(84.9 kB
view details)
Built Distribution
cubed-0.7.0-py3-none-any.whl
(107.7 kB
view details)
File details
Details for the file cubed-0.7.0.tar.gz.
File metadata
- Download URL: cubed-0.7.0.tar.gz
- Upload date:
- Size: 84.9 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.8.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 7356947ec2cb2d211b5db9484e27fc736118ec650ab6291df89e65dcdcf41f53 |
|
| MD5 | e526b1b9161fc7bc63186d83f03fe04b |
|
| BLAKE2b-256 | 7afcd8836a9bfd0bc9db366afad771ddfdf19cefdc4bd3ab09b3572edff898d4 |
File details
Details for the file cubed-0.7.0-py3-none-any.whl.
File metadata
- Download URL: cubed-0.7.0-py3-none-any.whl
- Upload date:
- Size: 107.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.8.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | ba59697c7df766f799cef70f2042985a1548679112312822300131ca90fdc80f |
|
| MD5 | 1a558812d0b7e57adc477fb325d988f8 |
|
| BLAKE2b-256 | d817b49a07f743aa67a11661e47023d5b722e644842a118e239cf736d61af707 |
