| Issue |
EPJ Web Conf.
Volume 337, 2025
27th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2024)
|
|
|---|---|---|
| Article Number | 01316 | |
| Number of page(s) | 5 | |
| DOI | https://doi.org/10.1051/epjconf/202533701316 | |
| Published online | 07 October 2025 | |
https://doi.org/10.1051/epjconf/202533701316
bamboo - A high-level HEP analysis library for ROOT::RDataFrame: An analysis example with the CMS NanoAOD format
Centre for Cosmology, Particle Physics and Phenomenology Université catholique de Louvain Louvain-la-Neuve Belgium
* e-mail: jindrich.lidrych@cern.ch
Published online: 7 October 2025
These proceedings present an overview and features of a bamboo framework designed for HEP data analysis. The bamboo framework defines a domain-specific language, embedded in python, that allows to concisely express the analysis logic in a functional style. The implementation based on ROOT’s RDataFrame and cling C++ JIT compiler approaches the performance of dedicated native code. Bamboo is currently being used for several CMS Run 2 and Run 3 analyses that rely on the NanoAOD data format for which many reusable components are included.
© The Authors, published by EDP Sciences, 2025
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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