RDFGraphUtils.cxx

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#include "ROOT/RDF/GraphUtils.hxx"
 
namespace ROOT {
namespace Internal {
namespace RDF {
namespace GraphDrawing {
 
std::string GraphCreatorHelper::FromGraphLeafToDot(std::shared_ptr<GraphNode> leaf)
{
   // Only the mapping between node id and node label (i.e. name)
   std::stringstream dotStringLabels;
   // Representation of the relationships between nodes
   std::stringstream dotStringGraph;
 
   // Explore the graph bottom-up and store its dot representation.
   while (leaf) {
      dotStringLabels << "\t" << leaf->fCounter << " [label=\"" << leaf->fName << "\", style=\"filled\", fillcolor=\""
                      << leaf->fColor << "\", shape=\"" << leaf->fShape << "\"];\n";
      if (leaf->fPrevNode) {
         dotStringGraph << "\t" << leaf->fPrevNode->fCounter << " -> " << leaf->fCounter << ";\n";
      }
      leaf = leaf->fPrevNode;
   }
 
   return "digraph {\n" + dotStringLabels.str() + dotStringGraph.str() + "}";
}
 
std::string GraphCreatorHelper::FromGraphActionsToDot(std::vector<std::shared_ptr<GraphNode>> leaves)
{
   // Only the mapping between node id and node label (i.e. name)
   std::stringstream dotStringLabels;
   // Representation of the relationships between nodes
   std::stringstream dotStringGraph;
 
   for (auto leaf : leaves) {
      while (leaf && !leaf->fIsExplored) {
         dotStringLabels << "\t" << leaf->fCounter << " [label=\"" << leaf->fName
                         << "\", style=\"filled\", fillcolor=\"" << leaf->fColor << "\", shape=\"" << leaf->fShape
                         << "\"];\n";
         if (leaf->fPrevNode) {
            dotStringGraph << "\t" << leaf->fPrevNode->fCounter << " -> " << leaf->fCounter << ";\n";
         }
         // Multiple branches may share the same nodes. It is wrong to explore them more than once.
         leaf->fIsExplored = true;
         leaf = leaf->fPrevNode;
      }
   }
   return "digraph {\n" + dotStringLabels.str() + dotStringGraph.str() + "}";
}
 
bool CheckIfDefaultOrDSColumn(const std::string &name,
                              const std::shared_ptr<ROOT::Detail::RDF::RCustomColumnBase> &column)
{
   return (ROOT::Internal::RDF::IsInternalColumn(name) || column->IsDataSourceColumn());
}
 
std::string GraphCreatorHelper::RepresentGraph(ROOT::RDataFrame &rDataFrame)
{
   auto loopManager = rDataFrame.GetLoopManager();
   // Jitting is triggered because nodes must not be empty at the time of the calling in order to draw the graph.
   if (!loopManager->fToJit.empty())
      loopManager->BuildJittedNodes();
 
   return RepresentGraph(loopManager);
}
 
std::string GraphCreatorHelper::RepresentGraph(RLoopManager *loopManager)
{
 
   auto actions = loopManager->GetAllActions();
   std::vector<std::shared_ptr<GraphNode>> leaves;
   for (auto action : actions) {
      // Triggers the graph construction. When action->GetGraph() will return, the node will be linked to all the branch
      leaves.push_back(action->GetGraph());
   }
 
   return FromGraphActionsToDot(leaves);
}
 
std::shared_ptr<GraphNode>
CreateDefineNode(const std::string &columnName, const ROOT::Detail::RDF::RCustomColumnBase *columnPtr)
{
   // If there is already a node for this define (recognized by the custom column it is defining) return it. If there is
   // not, return a new one.
   auto &sColumnsMap = GraphCreatorHelper::GetStaticColumnsMap();
   auto duplicateDefineIt = sColumnsMap.find(columnPtr);
   if (duplicateDefineIt != sColumnsMap.end()) {
      auto duplicateDefine = duplicateDefineIt->second.lock();
      return duplicateDefine;
   }
 
   auto node = std::make_shared<GraphNode>("Define\n" + columnName);
   node->SetDefine();
 
   sColumnsMap[columnPtr] = node;
   return node;
}
 
std::shared_ptr<GraphNode> CreateFilterNode(const ROOT::Detail::RDF::RFilterBase *filterPtr)
{
   // If there is already a node for this filter return it. If there is not, return a new one.
   auto &sFiltersMap = GraphCreatorHelper::GetStaticFiltersMap();
   auto duplicateFilterIt = sFiltersMap.find(filterPtr);
   if (duplicateFilterIt != sFiltersMap.end()) {
      auto duplicateFilter = duplicateFilterIt->second.lock();
      duplicateFilter->SetIsNew(false);
      return duplicateFilter;
   }
   auto filterName = (filterPtr->HasName() ? filterPtr->GetName() : "Filter");
   auto node = std::make_shared<GraphNode>(filterName);
 
   sFiltersMap[filterPtr] = node;
   node->SetFilter();
   return node;
}
 
std::shared_ptr<GraphNode> CreateRangeNode(const ROOT::Detail::RDF::RRangeBase *rangePtr)
{
   // If there is already a node for this range return it. If there is not, return a new one.
   auto &sRangesMap = GraphCreatorHelper::GetStaticRangesMap();
   auto duplicateRangeIt = sRangesMap.find(rangePtr);
   if (duplicateRangeIt != sRangesMap.end()) {
      auto duplicateRange = duplicateRangeIt->second.lock();
      duplicateRange->SetIsNew(false);
      return duplicateRange;
   }
   auto node = std::make_shared<GraphNode>("Range");
   node->SetRange();
 
   sRangesMap[rangePtr] = node;
   return node;
}
} // namespace GraphDrawing
} // namespace RDF
} // namespace Internal
} // namespace ROOT