Published September 21, 2023 | Version v1

Introducing Live Visualization for Distributed RDataFrame with Dask

Authors/Creators

  • 1. ROR icon European Organization for Nuclear Research

Description

ROOT is a powerful data analysis framework for High Energy Physics providing the users with a wide range of tools, namely RDataFrame, a high-level interface for data analysis. This report highlights the enhancements made to RDataFrame during my Summer Student Internship. My primary focus was on introducing a live visualization feature for distributed RDataFrame computations, an extension aimed at allowing real-time data representation by visualizing intermediate results as they are computed across multiple nodes of a Dask cluster.

Files

Silia_Taider_Introducing_Live_Visualization_for_Distributed_RDataFrame_with_Dask.pdf

Additional details

Identifiers

CDS Report Number
CERN-STUDENTS-Note-2023-159

Linked records