RDataFrame enhancements for HEP analyses
نویسندگان
چکیده
Abstract In recent years, RDataFrame, ROOT’s high-level interface for data analysis and processing, has seen widespread adoption on the part of HEP physicists. Much this success is due to RDataFrame’s ergonomic programming model that enables implementation common tasks more easily than previous APIs, without compromising application performance. Nonetheless, interfaces have been further improved by addition several major HEP-oriented features: in contribution we will introduce instance a dedicated syntax define systematic variations, per-data-sample call-backs useful quantities vary per-sample basis, simplifications collection operations injection just-in-time-compiled Python functions optimized C++ event loop.
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ژورنال
عنوان ژورنال: Journal of physics
سال: 2023
ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']
DOI: https://doi.org/10.1088/1742-6596/2438/1/012116