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19–25 Oct 2024
Europe/Zurich timezone

Bamboo: A high-level HEP analysis library for ROOT::RDataFrame

THU 08
24 Oct 2024, 15:18
57m
Exhibition Hall

Exhibition Hall

Poster Track 5 - Simulation and analysis tools Poster session

Speakers

Jindrich Lidrych (Universite Catholique de Louvain (UCL) (BE)) Oğuz Güzel (Université Catholique de Louvain (BE))

Description

This poster presents 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.

Primary authors

Jindrich Lidrych (Universite Catholique de Louvain (UCL) (BE)) Oğuz Güzel (Université Catholique de Louvain (BE))

Presentation materials