RDF-gptscript

gptscript module to do analysis using RDataFrame

At current time, this implementation only works with an OPENAI key.

Usage

Install ROOT:

conda install -c conda-forge ROOT

Execute the demo over CERN opendata:

export OPENAI_API_KEY=XXXXXXXXX
gptscript demo.gpt

Demo content

tools: sys.exec, sys.write, github.com/dciangot/RDF-gptscript


write a python script script.py that contains the following blocks. each line is a tool to be matched separately, one after the other:

code to import ROOT and enable multithreading, then import default headers for higgs analysis from this path: /Users/dciangot/opt/miniconda3/tutorials/dataframe/df103_NanoAODHiggsAnalysis_python.h 

code to load branch Events from file root://eospublic.cern.ch//eos/root-eos/cms_opendata_2012_nanoaod_skimmed/SMHiggsToZZTo4L.root into an RDataFrame named higgs_df

code to select events with 4 good muons candidates for Z boson in the higgs_df dataframe

code to draw an Histo1D of Muon_pt in higgs_df with 100 bins, starting from 0 to 200. Then store the image in plot.png

execute script.py