/// \file /// \ingroup tutorial_dataframe /// \notebook -draw /// This tutorial illustrates how use the RDataFrame in combination with a /// RDataSource. In this case we use a TTrivialDS, which is nothing more /// than a simple generator: it does not interface to any existing dataset. /// The TTrivialDS has a single column, col0, which has value n for entry n. /// /// \macro_code /// /// \date September 2017 /// \author Danilo Piparo int df010_trivialDataSource() { auto nEvents = 128U; auto d_s = ROOT::RDF::MakeTrivialDataFrame(nEvents); /// Now we have a regular RDataFrame: the ingestion of data is delegated to /// the RDataSource. At this point everything works as before. auto h_s = d_s.Define("x", "1./(1. + col0)").Histo1D({"h_s", "h_s", 128, 0, .6}, "x"); /// Now we redo the same with a RDF from scratch and we draw the two histograms ROOT::RDataFrame d(nEvents); /// This lambda redoes what the TTrivialDS provides auto g = []() { static ULong64_t i = 0; return i++; }; auto h = d.Define("col0", g).Define("x", "1./(1. + col0)").Histo1D({"h", "h", 128, 0, .6}, "x"); auto c_s = new TCanvas(); c_s->SetLogy(); h_s->DrawClone(); auto c = new TCanvas(); c->SetLogy(); h->DrawClone(); return 0; }