akimbo
For when your data won't fit in your dataframe
Akimbo provides fast vectorized processing of nested, ragged data
in dataframes, using the .ak accessor.
Features
- numpy-like API for slicing and accessing data deep in nested structures
- apply any function, ufunc or aggregation at any level
- use with different backends: pandas, polars, dask-dataframe and cuDF exactly the same way (more backends may come in the future)
- CPU and GPU processing and support for
numba-jit - attach object-like behaviours to your record (sub)structures
See the quick start in the documentation for an introduction to akimbo.
Acknowledgements
Support for this work was provided by NSF grant OAC-2103945.
1 maintainer
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
akimbo-2024.12.0.tar.gz
(21.1 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file akimbo-2024.12.0.tar.gz.
File metadata
- Download URL: akimbo-2024.12.0.tar.gz
- Upload date:
- Size: 21.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
65ab7c13d9cda2dad23bee003c8afd543b23bee91b0b75fe84003440aea2a769
|
|
| MD5 |
c27f0eae353406a6576231b5c7d929fa
|
|
| BLAKE2b-256 |
6769f4bfb6a114c7040513a36aae1ffaccb85ffe8ab4c49eb383d7b96144c769
|
File details
Details for the file akimbo-2024.12.0-py3-none-any.whl.
File metadata
- Download URL: akimbo-2024.12.0-py3-none-any.whl
- Upload date:
- Size: 25.0 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.10.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
4fae83c8c4caefdd1306d9d119318d33dfa31d5fa33cc40fb1ec017b87aa0d48
|
|
| MD5 |
493d7589f62b3227f0fb9940cc2163e4
|
|
| BLAKE2b-256 |
6f07488334e3d3677b4b50d71be8dc66bd4bba99cb5bf7564d8644743eb99620
|
