Speaker
Description
With the LHC continuing to collect more data and experimental analyses becoming increasingly complex, tools to efficiently develop and execute
these analyses are essential. 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 analyses that
rely on the NanoAOD data format, which will become more common in Run
3 and beyond, and for which many reusable components are included, but it
provides many possibilities for customisation, which allow for straightforward
adaptation to other formats and workflows.
