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Reference Guide
df027_SQliteDependencyOverVersion.C File Reference

Detailed Description

View in nbviewer Open in SWAN Plot the ROOT downloads based on the version reading a remote sqlite3 file with RSqliteDS.

This tutorial uses the Reduce method which allows to extract the minimum time stored in the SQlite3 database. The next step is to create a TH1F Histogram, which will be filled with the values stored in two different columns from the database. This procedure is simplified with a lambda expression that takes as parameters the values stored in the "Time" and "Version" columns.

void df027_SQliteDependencyOverVersion () {
auto rdfb = ROOT::RDF::MakeSqliteDataFrame("http://root.cern/files/root_download_stats.sqlite", "SELECT * FROM accesslog;" );
auto minTimeStr = *rdfb.Reduce([](std::string a, std::string b) {return std::min(a, b);}, "Time", std::string("Z"));
std::cout << "Minimum time is '" << minTimeStr << "'" << std::endl;
double minTime = TDatime(minTimeStr.c_str()).Convert();
double now = TDatime().Convert();
auto rdf = rdfb.Define("datime", [](const std::string &time){return TDatime(time.c_str()).Convert();}, {"Time"});
auto h614 = rdf.Filter([](const std::string &v){ return 0 == v.find("6.14");}, {"Version"})
.Histo1D({"h614", "Download time for version 6.14", 16, minTime, now}, {"datime"});
auto h616 = rdf.Filter([](const std::string &v){ return 0 == v.find("6.16");}, {"Version"})
.Histo1D({"h616", "Download time for version 6.16", 16, minTime, now}, {"datime"});
auto h618 = rdf.Filter([](const std::string &v){ return 0 == v.find("6.18");}, {"Version"})
.Histo1D({"h618", "Download time for version 6.18", 16, minTime, now}, {"datime"});
// Add here a newer version!
auto histoList = {h614, h616, h618};
auto canvases = new std::vector<TCanvas*>(histoList.size());
auto histoIdx = 0U;
for (auto histo : histoList) {
canvases->at(histoIdx) = new TCanvas();
histo->GetXaxis()->LabelsOption("v");
histo->GetXaxis()->SetTimeDisplay(1);
histo->GetXaxis()->SetLabelSize(0.02);
histo->GetXaxis()->SetNdivisions(512, kFALSE);
histo->GetXaxis()->SetTimeFormat("%Y-%m-%d");
histo->DrawClone();
histoIdx++;
}
}
pict1_df027_SQliteDependencyOverVersion.C.png
pict2_df027_SQliteDependencyOverVersion.C.png
pict3_df027_SQliteDependencyOverVersion.C.png
Date
August 2018
Author
Alexandra-Maria Dobrescu

Definition in file df027_SQliteDependencyOverVersion.C.