babyyoda
Differences to yoda
babyyoda has the advantages
- works with just Python 3 and can be installed with pip.
- makes it easy to manipulate the bin contents (compared to YODA-1).
- tries to adhere to the UHI standard.
- is easy to plot in a Jupyter notebook.
- keeps data representation close to the yoda file format.
and the disadvantages to yoda are that it
- is slower.
- is not as feature complete.
- is not as well tested.
- only has histogram support.
Installation
pip install babyyoda
Design
babyyoda is designed to be a drop-in replacement for yoda with a few key differences:
import babyyoda as yoda
with UHI support.
It can use either yoda (C++) or babyyoda.grogu (Python) as backend.
At some point the UHI support might be adapted by the original yoda package.
For a less feature complete version, babyyoda.grogu is a simpler python drop-in replacement for yoda without UHI:
import babyyoda.grogu as yoda
or force yoda use with
import babyyoda.yoda as yoda
Interfaces
| Interface | Status | Examples and Notes |
|---|---|---|
| histoprint | ✅ | histo1d |
| mplhep | ✅ | histo1d, histo2d |
| plothist | ❌ | WIP: https://github.com/cyrraz/plothist/issues/98 Does not support UHI/PlottableProtocol, only boost-histogram() |
| uproot | ❌ | WIP: https://github.com/scikit-hep/uproot5/issues/1339 histo1d |
| hist | ✅ | histo1d, histo2d |
| boost-histogram | ✅ | histo1d, histo2d |
| cuda-histogram | ❔ | |
| ROOT | ❔ |
License
babyyoda is distributed under the terms of the BSD-3-Clause license.
1 maintainer
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