VuoCompilerGraph.cc

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#include "VuoCable.hh"
#include "VuoCompiler.hh"
#include "VuoCompilerGraph.hh"
#include "VuoCompilerCable.hh"
#include "VuoCompilerChain.hh"
#include "VuoCompilerComposition.hh"
#include "VuoCompilerException.hh"
#include "VuoCompilerInputEventPortClass.hh"
#include "VuoCompilerIssue.hh"
#include "VuoCompilerNode.hh"
#include "VuoCompilerPublishedInputNodeClass.hh"
#include "VuoCompilerPublishedOutputNodeClass.hh"
#include "VuoCompilerTriggerDescription.hh"
#include "VuoCompilerTriggerPort.hh"
#include "VuoCompilerTriggerPortClass.hh"
#include "VuoComposition.hh"
#include "VuoNode.hh"
#include "VuoNodeClass.hh"
#include "VuoPublishedPort.hh"
#include "VuoStringUtilities.hh"
#include <sstream>
 
VuoCompilerGraph::VuoCompilerGraph(VuoCompilerComposition *composition, VuoCompiler *compiler, set<VuoCompilerCable *> potentialCables)
{
    VuoCompilerNode *publishedInputNode = nullptr;
    VuoCompilerNode *publishedOutputNode = nullptr;
    VuoCompilerNode *publishedInputTriggerNode = nullptr;
    bool ownsPublishedNodeClasses = false;
 
    VuoCompilerNodeClass *triggerNodeClass = nullptr;
    if (compiler)
    {
        triggerNodeClass = compiler->getNodeClass("vuo.event.spinOffEvent2");
    }
    else
    {
        VuoPortClass *refreshPortClass = (new VuoCompilerInputEventPortClass("refresh"))->getBase();
        VuoCompilerTriggerPortClass *triggerPortClass = new VuoCompilerTriggerPortClass("spunOff");
        vector<VuoPortClass *> inputPortClasses;
        vector<VuoPortClass *> outputPortClasses(1, triggerPortClass->getBase());
        VuoNodeClass *baseNodeClass = new VuoNodeClass("vuo.event.spinOffEvent2", refreshPortClass, inputPortClasses, outputPortClasses);
        triggerNodeClass = VuoCompilerNodeClass::newNodeClassWithoutImplementation(baseNodeClass)->getCompiler();
    }
 
    vector<VuoPublishedPort *> publishedInputPorts = composition->getBase()->getPublishedInputPorts();
    vector<VuoPublishedPort *> publishedOutputPorts = composition->getBase()->getPublishedOutputPorts();
 
    if (! (publishedInputPorts.empty() && publishedOutputPorts.empty()) )
    {
        if (compiler)
        {
            publishedInputNode = compiler->createPublishedInputNode(publishedInputPorts)->getCompiler();
            publishedOutputNode = compiler->createPublishedOutputNode(publishedOutputPorts)->getCompiler();
 
            ownsPublishedNodeClasses = false;
        }
        else
        {
            VuoNodeClass *publishedInputNodeClass = VuoCompilerPublishedInputNodeClass::newNodeClass(publishedInputPorts);
            VuoNodeClass *publishedOutputNodeClass = VuoCompilerPublishedOutputNodeClass::newNodeClass(publishedOutputPorts);
            publishedInputNode = publishedInputNodeClass->getCompiler()->newNode()->getCompiler();
            publishedOutputNode = publishedOutputNodeClass->getCompiler()->newNode()->getCompiler();
 
            ownsPublishedNodeClasses = true;
        }
 
        publishedInputTriggerNode = triggerNodeClass->newNode()->getCompiler();
        publishedInputTriggerNode->setGraphvizIdentifier(getPublishedInputTriggerNodeIdentifier());
    }
 
    VuoCompilerNode *manuallyFirableTriggerNode = triggerNodeClass->newNode()->getCompiler();
    manuallyFirableTriggerNode->setGraphvizIdentifier(getManuallyFirableTriggerNodeIdentifier());
 
    initializeInstance(composition, potentialCables, publishedInputNode, publishedOutputNode, publishedInputTriggerNode, ownsPublishedNodeClasses,
                       manuallyFirableTriggerNode);
}
 
void VuoCompilerGraph::initializeInstance(VuoCompilerComposition *composition, set<VuoCompilerCable *> potentialCables,
                                          VuoCompilerNode *publishedInputNode, VuoCompilerNode *publishedOutputNode,
                                          VuoCompilerNode *publishedInputTriggerNode, bool ownsPublishedNodeClasses,
                                          VuoCompilerNode *manuallyFirableTriggerNode)
{
    this->publishedInputNode = publishedInputNode;
    this->publishedOutputNode = publishedOutputNode;
    this->ownsPublishedNodeClasses = ownsPublishedNodeClasses;
    this->publishedInputTrigger = nullptr;
 
    // Nodes in the composition
 
    set<VuoNode *> nodesIncludingInvalid = composition->getBase()->getNodes();
    set<VuoNode *> nodesToAnalyze;
    for (VuoNode *node : nodesIncludingInvalid)
        if (node->hasCompiler())  // Ignore nodes with missing node classes.
            nodesToAnalyze.insert(node);
 
    if (publishedInputNode && publishedOutputNode)
    {
        // Published input/output nodes
 
        nodesToAnalyze.insert(publishedInputNode->getBase());
        nodesToAnalyze.insert(publishedOutputNode->getBase());
 
        // `Spin Off Event` node for published inputs
 
        nodesToAnalyze.insert(publishedInputTriggerNode->getBase());
 
        VuoPort *publishedInputTriggerPort = publishedInputTriggerNode->getBase()->getOutputPorts().at(VuoNodeClass::unreservedOutputPortStartIndex);
        this->publishedInputTrigger = static_cast<VuoCompilerTriggerPort *>(publishedInputTriggerPort->getCompiler());
    }
 
    // `Spin Off Event` node for manually firable trigger
 
    nodesToAnalyze.insert(manuallyFirableTriggerNode->getBase());
 
    VuoPort *manuallyFirableTriggerPort = manuallyFirableTriggerNode->getBase()->getOutputPorts().at(VuoNodeClass::unreservedOutputPortStartIndex);
    this->manuallyFirableTrigger = static_cast<VuoCompilerTriggerPort *>(manuallyFirableTriggerPort->getCompiler());
 
    // Internal cables in the composition
 
    set<VuoPort *> potentialCableInputs;
    for (VuoCompilerCable *cable : potentialCables)
        if (cable->carriesData())
            potentialCableInputs.insert(cable->getBase()->getToPort());
 
    set<VuoCable *> cablesIncludingInvalidAndPublished = composition->getBase()->getCables();
    set<VuoCable *> cablesToAnalyze;
    for (VuoCable *cable : cablesIncludingInvalidAndPublished)
    {
        if ((cable->getFromPort() && cable->getToPort())  // Ignore disconnected cables.
                && (cable->getFromPort()->hasCompiler() && cable->getToPort()->hasCompiler())  // Ignore cables on nodes with missing node classes.
                && ! (cable->hasCompiler() && cable->getCompiler()->carriesData() &&
                      potentialCableInputs.find(cable->getToPort()) != potentialCableInputs.end()) )  // Ignore displaced cables.
        {
            if (cable->isPublished())
                publishedCables.insert(cable);
            else
                cablesToAnalyze.insert(cable);
        }
    }
 
    // Potential internal cables
 
    for (VuoCompilerCable *cable : potentialCables)
    {
        if (cable->getBase()->isPublished())
            publishedCables.insert(cable->getBase());
        else
            cablesToAnalyze.insert(cable->getBase());
    }
 
    // Cables connected to published input/output nodes
 
    vector<VuoPublishedPort *> publishedInputPorts = composition->getBase()->getPublishedInputPorts();
    vector<VuoPublishedPort *> publishedOutputPorts = composition->getBase()->getPublishedOutputPorts();
    for (VuoCable *cable : publishedCables)
    {
        VuoNode *fromNode = nullptr;
        VuoNode *toNode = nullptr;
        VuoPort *fromPort = nullptr;
        VuoPort *toPort = nullptr;
 
        if (cable->isPublishedInputCable())
        {
            size_t publishedPortIndex = std::distance(publishedInputPorts.begin(), std::find(publishedInputPorts.begin(), publishedInputPorts.end(), cable->getFromPort()));
 
            fromNode = publishedInputNode->getBase();
            fromPort = getOutputPortOnPublishedInputNode(publishedPortIndex);
            toNode = cable->getToNode();
            toPort = cable->getToPort();
        }
        else
        {
            size_t publishedPortIndex = std::distance(publishedOutputPorts.begin(), std::find(publishedOutputPorts.begin(), publishedOutputPorts.end(), cable->getToPort()));
 
            fromNode = cable->getFromNode();
            fromPort = cable->getFromPort();
            toNode = publishedOutputNode->getBase();
            toPort = getInputPortOnPublishedOutputNode(publishedPortIndex);
        }
 
        VuoCompilerCable *replacement = new VuoCompilerCable(fromNode->getCompiler(), static_cast<VuoCompilerPort *>(fromPort->getCompiler()),
                                                             toNode->getCompiler(), static_cast<VuoCompilerPort *>(toPort->getCompiler()), false);
        replacement->setAlwaysEventOnly(cable->getCompiler()->getAlwaysEventOnly());
        cablesToAnalyze.insert(replacement->getBase());
    }
 
    // Cable from `Spin Off Event` to published input node
 
    if (publishedInputTrigger)
    {
        VuoPort *toPort = publishedInputNode->getBase()->getInputPorts().at(0);
        VuoCompilerCable *spinOffCable = new VuoCompilerCable(publishedInputTriggerNode, publishedInputTrigger,
                                                              publishedInputNode, static_cast<VuoCompilerPort *>(toPort->getCompiler()), false);
        cablesToAnalyze.insert(spinOffCable->getBase());
    }
 
    // Cable from `Spin Off Event` to manually firable input port
 
    {
        VuoNode *toNode = composition->getManuallyFirableInputNode();
        VuoPort *toPort = composition->getManuallyFirableInputPort();
        if (toNode && toPort && toNode->hasCompiler() && toPort->hasCompiler())
        {
            VuoCompilerCable *spinOffCable = new VuoCompilerCable(manuallyFirableTriggerNode, manuallyFirableTrigger,
                                                                  toNode->getCompiler(), static_cast<VuoCompilerPort *>(toPort->getCompiler()), false);
            cablesToAnalyze.insert(spinOffCable->getBase());
        }
    }
 
    for (VuoNode *node : nodesToAnalyze)
        nodes.insert(node->getCompiler());
 
    makeTriggers(nodesToAnalyze);
    makeVerticesAndEdges(cablesToAnalyze);
    makeDownstreamVertices();
    sortVertices();
    makeVertexDistances();
    makeDownstreamNodesViaDataOnlyTransmission(nodesToAnalyze, cablesToAnalyze);
}
 
VuoCompilerGraph::~VuoCompilerGraph(void)
{
    VuoCompilerNode *publishedInputTriggerNode = nodeForTrigger[publishedInputTrigger];
 
    if (ownsPublishedNodeClasses)
    {
        delete publishedInputNode->getBase()->getNodeClass()->getCompiler();
        delete publishedOutputNode->getBase()->getNodeClass()->getCompiler();
        delete publishedInputTriggerNode->getBase()->getNodeClass()->getCompiler();
    }
 
    delete publishedInputNode;
    delete publishedOutputNode;
    delete publishedInputTriggerNode;
}
 
void VuoCompilerGraph::makeTriggers(set<VuoNode *> nodes)
{
    for (VuoNode *node : nodes)
    {
        for (VuoPort *port : node->getOutputPorts())
        {
            VuoCompilerTriggerPort *trigger = dynamic_cast<VuoCompilerTriggerPort *>(port->getCompiler());
            if (trigger)
            {
                nodeForTrigger[trigger] = node->getCompiler();
                triggers.push_back(trigger);
            }
        }
    }
}
 
void VuoCompilerGraph::makeVerticesAndEdges(const set<VuoCable *> &cables)
{
    // Create vertices to visit for all cables.
 
    set<Vertex> allVertices;
    for (VuoCable *cable : cables)
    {
        VuoCompilerPort *fromPort = cable->getFromPort() ? static_cast<VuoCompilerPort *>(cable->getFromPort()->getCompiler()) : nullptr;
        VuoCompilerTriggerPort *fromTrigger = dynamic_cast<VuoCompilerTriggerPort *>(fromPort);
        VuoCompilerNode *fromNode = cable->getFromNode()->getCompiler();
        VuoCompilerNode *toNode = cable->getToNode()->getCompiler();
        Vertex vertex = (fromTrigger ? Vertex(fromTrigger, toNode) : Vertex(fromNode, toNode));
 
        set<Vertex>::iterator vertexIter = allVertices.find(vertex);
        if (vertexIter != allVertices.end())
        {
            vertex.cableBundle = (*vertexIter).cableBundle;
            allVertices.erase(vertexIter);
        }
        vertex.cableBundle.insert(cable->getCompiler());
 
        allVertices.insert(vertex);
    }
 
    // For each trigger, add all vertices reachable from it.
 
    for (VuoCompilerTriggerPort *trigger : triggers)
    {
        set<Vertex> verticesToVisit;
        set<Edge> edgesVisited;
 
        for (set<Vertex>::iterator j = allVertices.begin(); j != allVertices.end(); ++j)
            if ((*j).fromTrigger == trigger)
                verticesToVisit.insert(*j);
 
        map<VuoCompilerNode *, set<Vertex> > outgoingVerticesForNode;  // Cached data to speed up search for outgoing vertices.
        for (set<Vertex>::iterator j = allVertices.begin(); j != allVertices.end(); ++j)
            outgoingVerticesForNode[(*j).fromNode].insert(*j);
 
        while (! verticesToVisit.empty())
        {
            Vertex vertex = *verticesToVisit.begin();
            if (find(vertices[trigger].begin(), vertices[trigger].end(), vertex) == vertices[trigger].end())
                vertices[trigger].push_back(vertex);
            verticesToVisit.erase(verticesToVisit.begin());
 
            set<Vertex> potentialOutgoingVertices = outgoingVerticesForNode[vertex.toNode];
            for (set<Vertex>::iterator j = potentialOutgoingVertices.begin(); j != potentialOutgoingVertices.end(); ++j)
            {
                Vertex outgoingVertex = *j;
 
                if (mayTransmit(vertex.cableBundle, outgoingVertex.cableBundle))
                {
                    Edge outgoingEdge(vertex, outgoingVertex);
                    if (edgesVisited.find(outgoingEdge) == edgesVisited.end())  // Avoid infinite feedback loops.
                    {
                        edges[trigger].insert(outgoingEdge);
                        edgesVisited.insert(outgoingEdge);
 
                        verticesToVisit.insert(outgoingVertex);
                    }
                }
            }
        }
    }
}
 
void VuoCompilerGraph::makeDownstreamVerticesWithInclusionRule(VuoCompilerTriggerPort *trigger, std::function<bool(Edge)> includeEdge,
                                                               map<Vertex, set<Vertex> > &_downstreamVertices,
                                                               set<Vertex> &_repeatedVertices)
{
    list<Vertex> verticesToVisit;  // Used as a stack, except for a call to find().
 
    for (Vertex vertex : vertices[trigger])
        if (vertex.fromTrigger == trigger)
            verticesToVisit.push_back(vertex);
 
    map<Vertex, set<Vertex> > outgoingVerticesFromVertex;  // Cached data to speed up search for outgoing vertices.
    for (Edge edge : edges[trigger])
        if (includeEdge(edge))
            outgoingVerticesFromVertex[edge.fromVertex].insert(edge.toVertex);
 
    while (! verticesToVisit.empty())
    {
        // Visit the vertex at the top of the stack.
        Vertex currentVertex = verticesToVisit.back();
 
        set<Vertex> currentDownstreamVertices;
        bool areDownstreamVerticesComplete = true;
 
        // Consider each vertex immediately downstream of this vertex.
        set<Vertex> outgoingVertices = outgoingVerticesFromVertex[currentVertex];
        for (set<Vertex>::iterator j = outgoingVertices.begin(); j != outgoingVertices.end(); ++j)
        {
            Vertex outgoingVertex = *j;
            currentDownstreamVertices.insert(outgoingVertex);
 
            if (_downstreamVertices.find(outgoingVertex) != _downstreamVertices.end())
            {
                // The downstream vertex has already been visited, so add its downstream vertices to this vertex's.
                set<Vertex> furtherDownstreamVertices = _downstreamVertices[outgoingVertex];
                currentDownstreamVertices.insert( furtherDownstreamVertices.begin(), furtherDownstreamVertices.end() );
            }
            else
            {
                if (find(verticesToVisit.begin(), verticesToVisit.end(), outgoingVertex) != verticesToVisit.end())
                {
                    // The downstream vertex is already on the stack, so it's an infinite feedback loop.
                    _repeatedVertices.insert(outgoingVertex);
                }
                else
                {
                    // The downstream vertex has not yet been visited, so add it to the stack.
                    verticesToVisit.push_back(outgoingVertex);
                    areDownstreamVerticesComplete = false;
                }
            }
        }
 
        if (areDownstreamVerticesComplete)
        {
            _downstreamVertices[currentVertex] = currentDownstreamVertices;
            verticesToVisit.pop_back();
        }
    }
 
    // Clean up repeatedVertices so that it only contains vertices within an infinite feedback loop,
    // not other outgoing vertices from nodes in the infinite feedback loop.
    set<Vertex> repeatedVerticesCopy = _repeatedVertices;
    for (Vertex vertex : repeatedVerticesCopy)
        if (_downstreamVertices[vertex].find(vertex) == _downstreamVertices[vertex].end())
            _repeatedVertices.erase(vertex);
}
 
void VuoCompilerGraph::makeDownstreamVertices(void)
{
    auto includeAllEdges = [] (Edge edge) { return true; };
 
    for (VuoCompilerTriggerPort *trigger : triggers)
    {
        makeDownstreamVerticesWithInclusionRule(trigger, includeAllEdges, downstreamVertices[trigger], repeatedVertices[trigger]);
 
        if (repeatedVertices[trigger].empty())
            repeatedVertices.erase(trigger);
    }
 
    // For each trigger, add a cable and vertex from each leaf trigger/vertex to the published output node's gather port.
    //    - For the published input trigger and triggers that spin off events from it, this ensures that the
    // composition doesn't notify its runner (for top-level compositions) or parent composition (for subcompositions)
    // until the event has finished propagating through the composition.
    //    - For internal triggers that reach a published output, this ensures that published trigger doesn't fire
    // until the event has finished propagating through the composition.
 
    if (publishedOutputNode)
    {
        for (VuoCompilerTriggerPort *trigger : triggers)
        {
            set< pair<VuoCompilerTriggerPort *, Vertex> > leaves;
            if (trigger != publishedInputTrigger && trigger != manuallyFirableTrigger && downstreamVertices[trigger].empty())
                leaves.insert({ trigger, Vertex() });
            else
                for (auto i : downstreamVertices[trigger])
                    if (i.first.toNode != publishedOutputNode && i.second.empty())
                        leaves.insert({ nullptr, i.first });
 
            for (auto &leaf : leaves)
            {
                VuoCompilerNode *fromNode = (leaf.first ? nodeForTrigger[leaf.first] : leaf.second.toNode);
                VuoCompilerTriggerPort *fromPort = (leaf.first ? leaf.first : nullptr);
                VuoPort *toPort = getGatherPortOnPublishedOutputNode();
 
                VuoCompilerCable *gather = new VuoCompilerCable(fromNode, fromPort,
                                                                publishedOutputNode, static_cast<VuoCompilerPort *>(toPort->getCompiler()), false);
 
                Vertex gatherVertex = (leaf.first ? Vertex(fromPort, publishedOutputNode) : Vertex(fromNode, publishedOutputNode));
                gatherVertex.cableBundle.insert(gather);
                vertices[trigger].push_back(gatherVertex);
 
                if (! leaf.first)
                {
                    Vertex leafVertex = leaf.second;
                    Edge gatherEdge(leafVertex, gatherVertex);
                    edges[trigger].insert(gatherEdge);
                    downstreamVertices[trigger][leafVertex].insert(gatherVertex);
                }
            }
        }
    }
}
 
void VuoCompilerGraph::sortVertices(void)
{
    for (map<VuoCompilerTriggerPort *, vector<Vertex> >::iterator i = vertices.begin(); i != vertices.end(); ++i)
    {
        VuoCompilerTriggerPort *trigger = i->first;
        vector<Vertex> verticesToSort = i->second;
 
        map<Vertex, set<Vertex> > dependentVertices;
        list<Vertex> verticesToVisit;  // Used as a stack, except for a call to find().
        map<Vertex, bool> verticesCompleted;
 
        for (vector<Vertex>::iterator j = verticesToSort.begin(); j != verticesToSort.end(); ++j)
            if ((*j).fromTrigger == trigger)
                verticesToVisit.push_back(*j);
 
        map<VuoCompilerNode *, set<Vertex> > outgoingVerticesForNode;  // Cached data to speed up topological sort.
        for (vector<Vertex>::iterator j = verticesToSort.begin(); j != verticesToSort.end(); ++j)
            outgoingVerticesForNode[(*j).fromNode].insert(*j);
 
        while (! verticesToVisit.empty())
        {
            // Visit the vertex at the top of the stack.
            Vertex currentVertex = verticesToVisit.back();
 
            set<Vertex> currentDependentVertices;
            bool areDependentVerticesComplete = true;
 
            // Form a list of vertices immediately dependent on this vertex's to-node.
            // This includes vertices that are not downstream of this vertex because of a wall.
            // But, if this vertex is at the end of a feedback loop, it doesn't include vertices
            // beyond the end of the feedback loop.
            set<Vertex> outgoingVertices;
            set<Vertex> potentialOutgoingVertices = outgoingVerticesForNode[currentVertex.toNode];
            for (set<Vertex>::iterator j = potentialOutgoingVertices.begin(); j != potentialOutgoingVertices.end(); ++j)
            {
                Vertex outgoingVertex = *j;
                if (downstreamVertices[trigger][outgoingVertex].find(currentVertex) == downstreamVertices[trigger][outgoingVertex].end())
                    outgoingVertices.insert(outgoingVertex);
                else
                {
                    outgoingVertices.clear();
                    break;
                }
            }
 
            for (set<Vertex>::iterator j = outgoingVertices.begin(); j != outgoingVertices.end(); ++j)
            {
                Vertex outgoingVertex = *j;
                currentDependentVertices.insert(outgoingVertex);
 
                if (verticesCompleted[outgoingVertex])
                {
                    // The dependent vertex has already been visited, so add its dependent vertices to this vertex's.
                    currentDependentVertices.insert( dependentVertices[outgoingVertex].begin(), dependentVertices[outgoingVertex].end() );
                }
                else if (find(verticesToVisit.begin(), verticesToVisit.end(), outgoingVertex) == verticesToVisit.end())
                {
                    // The dependent vertex has not yet been visited, so add it to the stack.
                    verticesToVisit.push_back(outgoingVertex);
                    areDependentVerticesComplete = false;
                }
            }
 
            if (areDependentVerticesComplete)
            {
                dependentVertices[currentVertex] = currentDependentVertices;
                verticesToVisit.pop_back();
                verticesCompleted[currentVertex] = true;
            }
        }
 
        // Put the vertices in descending order of the number of vertices that can't be reached until after the vertex.
        vector< pair<size_t, Vertex> > verticesAndDependents;
        for (map<Vertex, set<Vertex> >::iterator j = dependentVertices.begin(); j != dependentVertices.end(); ++j)
            verticesAndDependents.push_back( make_pair(j->second.size(), j->first) );
        sort(verticesAndDependents.begin(), verticesAndDependents.end());
 
        vector<Vertex> sortedVertices;
        for (vector< pair<size_t, Vertex> >::reverse_iterator j = verticesAndDependents.rbegin(); j != verticesAndDependents.rend(); ++j)
            sortedVertices.push_back((*j).second);
 
        vertices[trigger] = sortedVertices;
    }
}
 
void VuoCompilerGraph::makeVertexDistances(void)
{
    for (map<VuoCompilerTriggerPort *, vector<Vertex> >::iterator i = vertices.begin(); i != vertices.end(); ++i)
    {
        VuoCompilerTriggerPort *trigger = i->first;
        vector<Vertex> verticesDownstream = i->second;
 
        map<VuoCompilerNode *, set<Vertex> > incomingVerticesForNode;  // Cached data to speed up search for incoming vertices.
        for (vector<Vertex>::iterator j = verticesDownstream.begin(); j != verticesDownstream.end(); ++j)
            incomingVerticesForNode[(*j).toNode].insert(*j);
 
        // Handle vertices immediately downstream of the trigger.
        for (vector<Vertex>::iterator j = verticesDownstream.begin(); j != verticesDownstream.end(); ++j)
        {
            Vertex vertex = *j;
            if (vertex.fromTrigger == trigger)
            {
                vertexDistanceFromTrigger[trigger][vertex] = 1;
                triggerMustTransmitToVertex[trigger][vertex] = true;
            }
        }
 
        // Handle vertices further downstream.
        for (vector<Vertex>::iterator j = verticesDownstream.begin(); j != verticesDownstream.end(); ++j)
        {
            Vertex vertex = *j;
            if (vertex.fromTrigger != trigger)
            {
                size_t minDistance = verticesDownstream.size();
                bool anyMustTransmit = false;
                for (set<Vertex>::iterator k = incomingVerticesForNode[vertex.fromNode].begin(); k != incomingVerticesForNode[vertex.fromNode].end(); ++k)
                {
                    Vertex upstreamVertex = *k;
 
                    minDistance = min(vertexDistanceFromTrigger[trigger][upstreamVertex], minDistance);
                    bool currMustTransmit = triggerMustTransmitToVertex[trigger][upstreamVertex] && mustTransmit(upstreamVertex, trigger);
                    anyMustTransmit = currMustTransmit || anyMustTransmit;
                }
 
                vertexDistanceFromTrigger[trigger][vertex] = minDistance + 1;
                triggerMustTransmitToVertex[trigger][vertex] = anyMustTransmit;
            }
        }
    }
}
 
void VuoCompilerGraph::makeDownstreamNodesViaDataOnlyTransmission(set<VuoNode *> nodes, set<VuoCable *> cables)
{
    // @todo Maybe this could be refactored to call makeDownstreamVerticesWithInclusionRule.
 
    // Find all nodes that can transmit through their output data cables, and put them in topological order.
    // (Assumes the nodes don't have walled ports, so they can't have different topological orders for different triggers.)
 
    map<VuoCompilerNode *, set<VuoCompilerNode *> > remainingIncomingNodes;
    map<VuoCompilerNode *, set<VuoCompilerNode *> > remainingOutgoingNodes;
    for (VuoCable *cable : cables)
    {
        VuoCompilerPort *fromPort = cable->getFromPort() ? static_cast<VuoCompilerPort *>(cable->getFromPort()->getCompiler()) : nullptr;
        VuoCompilerTriggerPort *fromTrigger = dynamic_cast<VuoCompilerTriggerPort *>(fromPort);
        if (fromTrigger || ! cable->getCompiler()->carriesData())
            continue;  // Ignore cables that can't transmit without an event.
 
        VuoCompilerNode *fromNode = cable->getFromNode()->getCompiler();
        VuoCompilerNode *toNode = cable->getToNode()->getCompiler();
 
        if (mayTransmitDataOnly(fromNode))
        {
            remainingOutgoingNodes[fromNode].insert(toNode);
            if (mayTransmitDataOnly(toNode))
                remainingIncomingNodes[toNode].insert(fromNode);
        }
    }
    map<VuoCompilerNode *, set<VuoCompilerNode *> > outgoingNodes = remainingOutgoingNodes;
 
    set<VuoCompilerNode *> nodesToVisit;
    for (VuoNode *node : nodes)
    {
        if (mayTransmitDataOnly(node->getCompiler()) &&
                remainingIncomingNodes.find(node->getCompiler()) == remainingIncomingNodes.end() &&
                remainingOutgoingNodes.find(node->getCompiler()) != remainingOutgoingNodes.end())
            nodesToVisit.insert(node->getCompiler());
    }
 
    vector<VuoCompilerNode *> sortedNodesAllowingDataOnlyTransmission;
    while (! nodesToVisit.empty())
    {
        VuoCompilerNode *node = *nodesToVisit.begin();
        nodesToVisit.erase(nodesToVisit.begin());
 
        sortedNodesAllowingDataOnlyTransmission.push_back(node);
 
        set<VuoCompilerNode *> outgoingNodesCopy = remainingOutgoingNodes[node];
        for (VuoCompilerNode *outgoingNode : outgoingNodesCopy)
        {
            remainingIncomingNodes[outgoingNode].erase(node);
            remainingOutgoingNodes[node].erase(outgoingNode);
 
            if (remainingIncomingNodes[outgoingNode].empty())
                nodesToVisit.insert(outgoingNode);
        }
    }
 
    // For each of those nodes, find the nodes that are downstream of it via eventless transmission, in topological order.
 
    for (int firstIndex = sortedNodesAllowingDataOnlyTransmission.size() - 1; firstIndex >= 0; --firstIndex)
    {
        VuoCompilerNode *firstNode = sortedNodesAllowingDataOnlyTransmission[firstIndex];
 
        for (size_t possiblyDownstreamIndex = firstIndex + 1; possiblyDownstreamIndex < sortedNodesAllowingDataOnlyTransmission.size(); ++possiblyDownstreamIndex)
        {
            VuoCompilerNode *possiblyDownstreamNode = sortedNodesAllowingDataOnlyTransmission[possiblyDownstreamIndex];
 
            if (outgoingNodes[firstNode].find(possiblyDownstreamNode) != outgoingNodes[firstNode].end())
            {
                vector<VuoCompilerNode *> nodesToAdd = downstreamNodesViaDataOnlyTransmission[possiblyDownstreamNode];
                nodesToAdd.insert(nodesToAdd.begin(), possiblyDownstreamNode);
 
                for (VuoCompilerNode *nodeToAdd : nodesToAdd)
                    if (find(downstreamNodesViaDataOnlyTransmission[firstNode].begin(), downstreamNodesViaDataOnlyTransmission[firstNode].end(), nodeToAdd) == downstreamNodesViaDataOnlyTransmission[firstNode].end())
                        downstreamNodesViaDataOnlyTransmission[firstNode].push_back(nodeToAdd);
            }
        }
    }
}
 
bool VuoCompilerGraph::mustTransmit(const set<VuoCompilerCable *> &fromCables, const set<VuoCompilerCable *> &toCables)
{
    bool fromCablesMustTransmit = false;
    for (VuoCompilerCable *cable : fromCables)
    {
        VuoPort *inputPort = cable->getBase()->getToPort();
        if (inputPort->getClass()->getEventBlocking() == VuoPortClass::EventBlocking_None)
        {
            fromCablesMustTransmit = true;
            break;
        }
    }
 
    bool toCablesMayTransmit = false;
    for (VuoCompilerCable *cable : toCables)
    {
        VuoPort *outputPort = cable->getBase()->getFromPort();
        if (! outputPort || outputPort->getClass()->getPortType() != VuoPortClass::triggerPort)
        {
            toCablesMayTransmit = true;
            break;
        }
    }
 
    return fromCablesMustTransmit && toCablesMayTransmit;
}
 
bool VuoCompilerGraph::mustTransmit(Vertex vertex, VuoCompilerTriggerPort *trigger)
{
    set<VuoCompilerCable *> cablesBetweenFromNodeAndToNode = vertex.cableBundle;
 
    set<VuoCompilerCable *> cablesOutOfToNode;
    for (vector<Vertex>::iterator i = vertices[trigger].begin(); i != vertices[trigger].end(); ++i)
    {
        Vertex otherVertex = *i;
        if (vertex.toNode == otherVertex.fromNode)
            cablesOutOfToNode.insert(otherVertex.cableBundle.begin(), otherVertex.cableBundle.end());
    }
 
    return mustTransmit(cablesBetweenFromNodeAndToNode, cablesOutOfToNode);
}
 
 
bool VuoCompilerGraph::mayTransmit(const set<VuoCompilerCable *> &fromCables, const set<VuoCompilerCable *> &toCables)
{
    bool fromCablesMayTransmit = false;
    for (VuoCompilerCable *cable : fromCables)
    {
        VuoPort *inputPort = cable->getBase()->getToPort();
        if (inputPort->getClass()->getEventBlocking() != VuoPortClass::EventBlocking_Wall)
        {
            fromCablesMayTransmit = true;
            break;
        }
    }
 
    bool toCablesMayTransmit = false;
    for (VuoCompilerCable *cable : toCables)
    {
        VuoPort *outputPort = cable->getBase()->getFromPort();
        if (! outputPort || outputPort->getClass()->getPortType() != VuoPortClass::triggerPort)
        {
            toCablesMayTransmit = true;
            break;
        }
    }
 
    return fromCablesMayTransmit && toCablesMayTransmit;
}
 
bool VuoCompilerGraph::mayTransmit(Vertex vertex, VuoCompilerTriggerPort *trigger)
{
    set<VuoCompilerCable *> cablesBetweenFromNodeAndToNode = vertex.cableBundle;
 
    set<VuoCompilerCable *> cablesOutOfToNode;
    for (vector<Vertex>::iterator i = vertices[trigger].begin(); i != vertices[trigger].end(); ++i)
    {
        Vertex otherVertex = *i;
        if (vertex.toNode == otherVertex.fromNode)
            cablesOutOfToNode.insert(otherVertex.cableBundle.begin(), otherVertex.cableBundle.end());
    }
 
    return mayTransmit(cablesBetweenFromNodeAndToNode, cablesOutOfToNode);
}
 
bool VuoCompilerGraph::mayTransmit(VuoCompilerNode *node, VuoCompilerTriggerPort *trigger)
{
    set<VuoCompilerCable *> incomingCables;
    set<VuoCompilerCable *> outgoingCables;
 
    for (vector<Vertex>::iterator i = vertices[trigger].begin(); i != vertices[trigger].end(); ++i)
    {
        Vertex vertex = *i;
 
        if (vertex.toNode == node)
            incomingCables.insert( vertex.cableBundle.begin(), vertex.cableBundle.end() );
        if (vertex.fromNode == node)
            outgoingCables.insert( vertex.cableBundle.begin(), vertex.cableBundle.end() );
    }
 
    return mayTransmit(incomingCables, outgoingCables);
}
 
bool VuoCompilerGraph::mayTransmit(VuoCompilerNode *fromNode, VuoCompilerNode *toNode, VuoCompilerTriggerPort *trigger)
{
    if (vertexMayTransmit[trigger].empty() && ! vertices[trigger].empty())
        for (vector<Vertex>::iterator i = vertices[trigger].begin(); i != vertices[trigger].end(); ++i)
            vertexMayTransmit[trigger][(*i).fromNode][(*i).toNode] = true;
 
    return vertexMayTransmit[trigger][fromNode][toNode];
}
 
bool VuoCompilerGraph::mayTransmitDataOnly(VuoCompilerNode *node)
{
    return node->getBase()->getNodeClass()->isDrawerNodeClass() || node == publishedInputNode;
}
 
vector<VuoCompilerTriggerPort *> VuoCompilerGraph::getTriggerPorts(void)
{
    return triggers;
}
 
VuoCompilerNode * VuoCompilerGraph::getNodeForTriggerPort(VuoCompilerTriggerPort *trigger)
{
    auto foundIter = nodeForTrigger.find(trigger);
    if (foundIter != nodeForTrigger.end())
        return foundIter->second;
 
    return NULL;
}
 
set<VuoCompilerNode *> VuoCompilerGraph::getNodes(void)
{
    return nodes;
}
 
VuoCompilerNode * VuoCompilerGraph::getPublishedInputNode(void)
{
    return publishedInputNode;
}
 
VuoCompilerNode * VuoCompilerGraph::getPublishedOutputNode(void)
{
    return publishedOutputNode;
}
 
VuoCompilerTriggerPort * VuoCompilerGraph::getPublishedInputTrigger(void)
{
    return publishedInputTrigger;
}
 
VuoPort * VuoCompilerGraph::getInputPortOnPublishedInputNode(size_t publishedInputPortIndex)
{
    VuoCompilerPublishedInputNodeClass *publishedInputNodeClass = static_cast<VuoCompilerPublishedInputNodeClass *>(publishedInputNode->getBase()->getNodeClass()->getCompiler());
    size_t portIndex = publishedInputNodeClass->getInputPortIndexForPublishedInputPort(publishedInputPortIndex);
    return publishedInputNode->getBase()->getInputPorts().at(portIndex);
}
 
VuoPort * VuoCompilerGraph::getOutputPortOnPublishedInputNode(size_t publishedInputPortIndex)
{
    VuoCompilerPublishedInputNodeClass *publishedInputNodeClass = static_cast<VuoCompilerPublishedInputNodeClass *>(publishedInputNode->getBase()->getNodeClass()->getCompiler());
    size_t portIndex = publishedInputNodeClass->getOutputPortIndexForPublishedInputPort(publishedInputPortIndex);
    return publishedInputNode->getBase()->getOutputPorts().at(portIndex);
}
 
VuoPort * VuoCompilerGraph::getInputPortOnPublishedOutputNode(size_t publishedOutputPortIndex)
{
    VuoCompilerPublishedOutputNodeClass *publishedOutputNodeClass = static_cast<VuoCompilerPublishedOutputNodeClass *>(publishedOutputNode->getBase()->getNodeClass()->getCompiler());
    size_t portIndex = publishedOutputNodeClass->getInputPortIndexForPublishedOutputPort(publishedOutputPortIndex);
    return publishedOutputNode->getBase()->getInputPorts().at(portIndex);
}
 
VuoPort * VuoCompilerGraph::getGatherPortOnPublishedOutputNode(void)
{
    VuoCompilerPublishedOutputNodeClass *publishedOutputNodeClass = static_cast<VuoCompilerPublishedOutputNodeClass *>(publishedOutputNode->getBase()->getNodeClass()->getCompiler());
    size_t portIndex = publishedOutputNodeClass->getGatherInputPortIndex();
    return publishedOutputNode->getBase()->getInputPorts().at(portIndex);
}
 
VuoCompilerTriggerPort * VuoCompilerGraph::getManuallyFirableTrigger(void)
{
    return manuallyFirableTrigger;
}
 
size_t VuoCompilerGraph::getNumVerticesWithFromNode(VuoCompilerNode *fromNode, VuoCompilerTriggerPort *trigger)
{
    int numVertices = 0;
    for (vector<Vertex>::iterator i = vertices[trigger].begin(); i != vertices[trigger].end(); ++i)
        if ((*i).fromNode == fromNode)
            ++numVertices;
 
    return numVertices;
}
 
size_t VuoCompilerGraph::getNumVerticesWithToNode(VuoCompilerNode *toNode, VuoCompilerTriggerPort *trigger)
{
    map<VuoCompilerTriggerPort *, map<VuoCompilerNode *, size_t> >::iterator triggerIter = numVerticesWithToNode.find(trigger);
    if (triggerIter != numVerticesWithToNode.end())
    {
        map<VuoCompilerNode *, size_t>::iterator nodeIter = triggerIter->second.find(toNode);
        if (nodeIter != triggerIter->second.end())
            return nodeIter->second;
    }
 
    size_t numVertices = 0;
    for (vector<Vertex>::iterator i = vertices[trigger].begin(); i != vertices[trigger].end(); ++i)
        if ((*i).toNode == toNode)
            ++numVertices;
 
    numVerticesWithToNode[trigger][toNode] = numVertices;
    return numVertices;
}
 
map<VuoCompilerTriggerPort *, vector<VuoCompilerChain *> > VuoCompilerGraph::getChains(void)
{
    if (! chains.empty())
        return chains;
 
    for (VuoCompilerTriggerPort *trigger : triggers)
    {
        // Visit the vertices in topological order, and put the nodes into lists (chains-in-progress).
        vector< vector<VuoCompilerNode *> > chainsInProgress;
        set<VuoCompilerNode *> nodesAdded;
        bool skippedPublishedOutputNode = false;
        for (vector<Vertex>::iterator j = vertices[trigger].begin(); j != vertices[trigger].end(); ++j)
        {
            Vertex vertex = *j;
            bool addedToChain = false;
 
            if (nodesAdded.find(vertex.toNode) != nodesAdded.end())
                continue;  // Avoid creating duplicate chains for nodes with gathers (multiple incoming vertices).
 
            if (vertex.toNode == publishedOutputNode)
            {
                skippedPublishedOutputNode = true;
                continue;  // Save the published output node for last.
            }
 
            nodesAdded.insert(vertex.toNode);
 
            if (vertex.fromNode)
            {
                if (getNumVerticesWithFromNode(vertex.fromNode, trigger) == 1 &&
                        getNumVerticesWithToNode(vertex.toNode, trigger) == 1)
                {
                    for (int k = 0; k < chainsInProgress.size(); ++k)
                    {
                        VuoCompilerNode *lastNodeInChain = chainsInProgress[k].back();
                        if (lastNodeInChain == vertex.fromNode)
                        {
                            // Add vertex.toNode to an existing chain-in-progress.
                            chainsInProgress[k].push_back(vertex.toNode);
                            addedToChain = true;
                            break;
                        }
                    }
                }
            }
 
            if (! addedToChain)
            {
                // Create a new chain-in-progress that starts with vertex.toNode.
                chainsInProgress.push_back( vector<VuoCompilerNode *>(1, vertex.toNode) );
            }
        }
 
        // Turn the chains-in-progress into actual chains.
        for (vector< vector<VuoCompilerNode *> >::iterator j = chainsInProgress.begin(); j != chainsInProgress.end(); ++j)
        {
            vector<VuoCompilerNode *> chainNodes = *j;
            VuoCompilerChain *chain = new VuoCompilerChain(chainNodes, false);
            chains[trigger].push_back(chain);
        }
 
        // Create a new chain for each node that is the repeated node in a feedback loop.
        map<VuoCompilerNode *, bool> nodesSeen;
        for (vector<Vertex>::iterator j = vertices[trigger].begin(); j != vertices[trigger].end(); ++j)
        {
            VuoCompilerNode *node = (*j).toNode;
            if (nodesSeen[node])
                continue;
            nodesSeen[node] = true;
 
            if (isRepeatedInFeedbackLoop(node, trigger))
            {
                VuoCompilerChain *chain = new VuoCompilerChain(vector<VuoCompilerNode *>(1, node), true);
                chains[trigger].push_back(chain);
            }
        }
 
        // Create a new chain for the published output node.
        if (skippedPublishedOutputNode)
        {
            VuoCompilerChain *chain = new VuoCompilerChain(vector<VuoCompilerNode *>(1, publishedOutputNode), false);
            chains[trigger].push_back(chain);
        }
    }
 
    return chains;
}
 
vector<VuoCompilerNode *> VuoCompilerGraph::getNodesImmediatelyDownstream(VuoCompilerTriggerPort *trigger)
{
    set<VuoCompilerNode *> downstreamNodes;
    for (vector<Vertex>::iterator i = vertices[trigger].begin(); i != vertices[trigger].end(); ++i)
        if ((*i).fromTrigger == trigger)
            downstreamNodes.insert((*i).toNode);
 
    return vector<VuoCompilerNode *>(downstreamNodes.begin(), downstreamNodes.end());
}
 
vector<VuoCompilerNode *> VuoCompilerGraph::getNodesImmediatelyDownstream(VuoCompilerNode *node, VuoCompilerTriggerPort *trigger)
{
    set<VuoCompilerNode *> downstreamNodes;
    for (vector<Vertex>::iterator i = vertices[trigger].begin(); i != vertices[trigger].end(); ++i)
        if ((*i).fromNode == node)
            downstreamNodes.insert((*i).toNode);
 
    return vector<VuoCompilerNode *>(downstreamNodes.begin(), downstreamNodes.end());
}
 
vector<VuoCompilerNode *> VuoCompilerGraph::getNodesDownstream(VuoCompilerTriggerPort *trigger)
{
    map<VuoCompilerTriggerPort *, vector<VuoCompilerNode *> >::iterator triggerIter = downstreamNodesForTrigger.find(trigger);
    if (triggerIter != downstreamNodesForTrigger.end())
        return triggerIter->second;
 
    set<VuoCompilerNode *> downstreamNodes;
    vector<VuoCompilerNode *> immediatelyDownstreamNodes = getNodesImmediatelyDownstream(trigger);
    downstreamNodes.insert(immediatelyDownstreamNodes.begin(), immediatelyDownstreamNodes.end());
 
    for (vector<VuoCompilerNode *>::iterator i = immediatelyDownstreamNodes.begin(); i != immediatelyDownstreamNodes.end(); ++i)
    {
        vector<VuoCompilerNode *> furtherDownstreamNodes = getNodesDownstream(*i, trigger);
        downstreamNodes.insert(furtherDownstreamNodes.begin(), furtherDownstreamNodes.end());
    }
 
    vector<VuoCompilerNode *> downstreamNodesVector(downstreamNodes.begin(), downstreamNodes.end());
    downstreamNodesForTrigger[trigger] = downstreamNodesVector;
    return downstreamNodesVector;
}
 
vector<VuoCompilerNode *> VuoCompilerGraph::getNodesDownstream(VuoCompilerNode *node, VuoCompilerTriggerPort *trigger)
{
    map<VuoCompilerTriggerPort *, map<VuoCompilerNode *, vector<VuoCompilerNode *> > >::iterator triggerIter = downstreamNodesForNode.find(trigger);
    if (triggerIter != downstreamNodesForNode.end())
    {
        map<VuoCompilerNode *, vector<VuoCompilerNode *> >::iterator nodeIter = triggerIter->second.find(node);
        if (nodeIter != triggerIter->second.end())
            return nodeIter->second;
    }
 
    set<Vertex> verticesWithDownstreamNodes;
    for (vector<Vertex>::iterator i = vertices[trigger].begin(); i != vertices[trigger].end(); ++i)
    {
        Vertex vertex = *i;
        if (vertex.fromNode == node)
        {
            verticesWithDownstreamNodes.insert(vertex);
            set<Vertex> downstream = downstreamVertices[trigger][vertex];
            verticesWithDownstreamNodes.insert(downstream.begin(), downstream.end());
        }
    }
 
    set<VuoCompilerNode *> downstreamNodes;
    for (set<Vertex>::iterator i = verticesWithDownstreamNodes.begin(); i != verticesWithDownstreamNodes.end(); ++i)
        downstreamNodes.insert((*i).toNode);
 
    vector<VuoCompilerNode *> downstreamNodesVector(downstreamNodes.begin(), downstreamNodes.end());
    downstreamNodesForNode[trigger][node] = downstreamNodesVector;
    return downstreamNodesVector;
}
 
vector<VuoCompilerNode *> VuoCompilerGraph::getNodesDownstreamViaDataOnlyTransmission(VuoCompilerNode *node)
{
    return downstreamNodesViaDataOnlyTransmission[node];
}
 
set<VuoCompilerCable *> VuoCompilerGraph::getOutgoingCables(VuoCompilerPort *outputPort)
{
    set<VuoCompilerCable *> outgoingCables;
 
    // Add cables from the original composition.
 
    for (VuoCable *cable : outputPort->getBase()->getConnectedCables())
        if (cable->getToNode() && cable->getToNode()->hasCompiler())
            outgoingCables.insert(cable->getCompiler());
 
    // Add any other cables created for graph analysis.
 
    for (map<VuoCompilerTriggerPort *, vector<Vertex> >::value_type kv : vertices)
        for (Vertex vertex : kv.second)
            for (VuoCompilerCable *cable : vertex.cableBundle)
                if (cable->getBase()->getFromPort() == outputPort->getBase())
                    outgoingCables.insert(cable);
 
    return outgoingCables;
}
 
set<VuoCompilerNode *> VuoCompilerGraph::getSourceNodesOfDataOnlyTransmission(void)
{
    set<VuoCompilerNode *> nodesTransmittingDataOnly;
    set<VuoCompilerNode *> nodesDownstreamOfAnother;
 
    for (const map<VuoCompilerNode *, vector<VuoCompilerNode *> >::value_type &i : downstreamNodesViaDataOnlyTransmission)
    {
        nodesTransmittingDataOnly.insert(i.first);
        nodesDownstreamOfAnother.insert(i.second.begin(), i.second.end());
    }
 
    set<VuoCompilerNode *> nodesNotDownstream;
    std::set_difference(nodesTransmittingDataOnly.begin(), nodesTransmittingDataOnly.end(),
                        nodesDownstreamOfAnother.begin(), nodesDownstreamOfAnother.end(),
                        std::inserter(nodesNotDownstream, nodesNotDownstream.end()));
    return nodesNotDownstream;
}
 
void VuoCompilerGraph::getWorkerThreadsNeeded(VuoCompilerChain *chain, int &minThreadsNeeded, int &maxThreadsNeeded)
{
    // Non-subcomposition nodes need 1 thread.
    minThreadsNeeded = 1;
    maxThreadsNeeded = 1;
 
    for (VuoCompilerNode *node : chain->getNodes())
    {
        VuoCompilerNodeClass *nodeClass = node->getBase()->getNodeClass()->getCompiler();
        vector<VuoCompilerTriggerDescription *> triggerDescriptions = nodeClass->getTriggerDescriptions();
 
        for (vector<VuoCompilerTriggerDescription *>::iterator k = triggerDescriptions.begin(); k != triggerDescriptions.end(); ++k)
        {
            if ((*k)->getNodeIdentifier() == VuoNodeClass::publishedInputNodeIdentifier)
            {
                // Subcomposition nodes need 1 thread plus those needed within the subcomposition.
                int minThreadsNeededForSubcomposition, maxThreadsNeededForSubcomposition;
                (*k)->getWorkerThreadsNeeded(minThreadsNeededForSubcomposition, maxThreadsNeededForSubcomposition);
                minThreadsNeeded = max(minThreadsNeeded, minThreadsNeededForSubcomposition + 1);
                maxThreadsNeeded = max(maxThreadsNeeded, maxThreadsNeededForSubcomposition + 1);
                break;
            }
        }
    }
}
 
void VuoCompilerGraph::getWorkerThreadsNeeded(VuoCompilerTriggerPort *trigger, int &minThreadsNeeded, int &maxThreadsNeeded)
{
    // Make a data structure of the number of threads needed for each chain.
    vector<VuoCompilerChain *> chainsForTrigger = getChains()[trigger];
    map<VuoCompilerChain *, pair<int, int> > threadsNeededForChain;
    for (vector<VuoCompilerChain *>::iterator i = chainsForTrigger.begin(); i != chainsForTrigger.end(); ++i)
    {
        VuoCompilerChain *chain = *i;
 
        int minThreadsNeededForChain, maxThreadsNeededForChain;
        getWorkerThreadsNeeded(chain, minThreadsNeededForChain, maxThreadsNeededForChain);
 
        threadsNeededForChain[chain] = make_pair(minThreadsNeededForChain, maxThreadsNeededForChain);
    }
 
    // Make a data structure of which chains are downstream of which.
    map<VuoCompilerChain *, set<VuoCompilerChain *> > chainsDownstream;
    for (vector<VuoCompilerChain *>::iterator i = chainsForTrigger.begin(); i != chainsForTrigger.end(); ++i)
    {
        VuoCompilerChain *chain = *i;
        VuoCompilerNode *lastNodeInThisChain = chain->getNodes().back();
 
        vector<VuoCompilerNode *> nodesDownstream = getNodesDownstream(lastNodeInThisChain, trigger);
 
        for (vector<VuoCompilerChain *>::iterator j = i+1; j != chainsForTrigger.end(); ++j)
        {
            VuoCompilerChain *otherChain = *j;
            VuoCompilerNode *firstNodeInOtherChain = otherChain->getNodes().front();
 
            if (find(nodesDownstream.begin(), nodesDownstream.end(), firstNodeInOtherChain) != nodesDownstream.end())
                chainsDownstream[chain].insert(otherChain);
        }
    }
 
    // Make a data structure of which chains are immediately downstream and upstream of which.
    map<VuoCompilerChain *, set<VuoCompilerChain *> > chainsImmediatelyDownstream;
    map<VuoCompilerChain *, set<VuoCompilerChain *> > chainsImmediatelyUpstream;
    for (vector<VuoCompilerChain *>::iterator i = chainsForTrigger.begin(); i != chainsForTrigger.end(); ++i)
    {
        VuoCompilerChain *chain = *i;
        VuoCompilerNode *lastNodeInThisChain = chain->getNodes().back();
 
        vector<VuoCompilerNode *> nodesDownstream = getNodesImmediatelyDownstream(lastNodeInThisChain, trigger);
 
        for (vector<VuoCompilerChain *>::iterator j = i+1; j != chainsForTrigger.end(); ++j)
        {
            VuoCompilerChain *otherChain = *j;
            VuoCompilerNode *firstNodeInOtherChain = otherChain->getNodes().front();
 
            if (find(nodesDownstream.begin(), nodesDownstream.end(), firstNodeInOtherChain) != nodesDownstream.end())
            {
                chainsImmediatelyDownstream[chain].insert(otherChain);
                chainsImmediatelyUpstream[otherChain].insert(chain);
            }
        }
    }
 
    // Every trigger worker needs at least 1 thread, since it waits on the trigger node's semaphore.
    minThreadsNeeded = 1;
    maxThreadsNeeded = 1;
 
 
    // Find the maximum number of threads required — an approximation. Ideally, this is the thread count if
    // all chains that can possibly execute concurrently do so. This is approximated by adding up the thread
    // count for all scatters, scatters of scatters, etc., without taking into account any gathers. It may
    // be an overestimate of the ideal thread count.
 
    // Collect the chains immediately downstream of the trigger.
    vector< pair<VuoCompilerChain *, vector<VuoCompilerChain *> > > potentialScatters;
    vector<VuoCompilerChain *> scatterForTrigger;
    for (vector<VuoCompilerChain *>::iterator i = chainsForTrigger.begin(); i != chainsForTrigger.end(); ++i)
        if (chainsImmediatelyUpstream.find(*i) == chainsImmediatelyUpstream.end())
            scatterForTrigger.push_back(*i);
    potentialScatters.push_back( make_pair((VuoCompilerChain *)NULL, scatterForTrigger) );
 
    // Add in the chains immediately downstream of each chain.
    for (vector<VuoCompilerChain *>::iterator i = chainsForTrigger.begin(); i != chainsForTrigger.end(); ++i)
    {
        vector<VuoCompilerChain *> scatterForChain(chainsImmediatelyDownstream[*i].begin(), chainsImmediatelyDownstream[*i].end());
        potentialScatters.push_back( make_pair(*i, scatterForChain) );
    }
 
    map<VuoCompilerChain *, int> threadsNeededForScatters;
    for (vector< pair<VuoCompilerChain *, vector<VuoCompilerChain *> > >::reverse_iterator i = potentialScatters.rbegin(); i != potentialScatters.rend(); ++i)
    {
        VuoCompilerChain *chain = (*i).first;
        vector<VuoCompilerChain *> scatterChains = (*i).second;
 
        // Discard any chains that are downstream of another in the collection,
        // leaving a group of chains that may all execute concurrently.
        for (size_t j = 0; j < scatterChains.size(); ++j)
        {
            VuoCompilerChain *outer = scatterChains[j];
 
            for (size_t k = j+1; k < scatterChains.size(); ++k)
            {
                VuoCompilerChain *inner = scatterChains[k];
 
                if (chainsDownstream[inner].find(outer) != chainsDownstream[inner].end())
                {
                    scatterChains.erase( scatterChains.begin() + j-- );
                    break;
                }
 
                if (chainsDownstream[outer].find(inner) != chainsDownstream[outer].end())
                    scatterChains.erase( scatterChains.begin() + k-- );
            }
        }
 
        // Add up the threads needed for the chains in the scatter.
        int threadsNeededForScatter = 0;
        for (vector<VuoCompilerChain *>::iterator j = scatterChains.begin(); j != scatterChains.end(); ++j)
            threadsNeededForScatter += threadsNeededForScatters[*j];
 
        // Factor in the threads needed for this chain itself.
        threadsNeededForScatter = max(threadsNeededForScatter, threadsNeededForChain[chain].second);
 
        threadsNeededForScatters[chain] = threadsNeededForScatter;
    }
 
    // Find the maximum threads needed for any chain and its downstream scatters.
    for (map<VuoCompilerChain *, int>::iterator i = threadsNeededForScatters.begin(); i != threadsNeededForScatters.end(); ++i)
        maxThreadsNeeded = max(maxThreadsNeeded, i->second);
 
 
    // Find the minimum number of threads required. This is the thread count if all chains execute sequentially,
    // which is the maximum of the minimum threads needed across all chains in the composition. If the trigger
    // has no downstream chains, the trigger worker still needs 1 thread to wait on the trigger node's semaphore.
 
    for (map<VuoCompilerChain *, pair<int, int> >::iterator i = threadsNeededForChain.begin(); i != threadsNeededForChain.end(); ++i)
        minThreadsNeeded = max(minThreadsNeeded, i->second.first);
}
 
VuoCompilerTriggerPort * VuoCompilerGraph::findNearestUpstreamTrigger(VuoCompilerNode *node)
{
    vector< pair<VuoCompilerTriggerPort *, size_t> > distancesForMusts;
    vector< pair<VuoCompilerTriggerPort *, size_t> > distancesForMays;
 
    for (map<VuoCompilerTriggerPort *, vector<Vertex> >::iterator i = vertices.begin(); i != vertices.end(); ++i)
    {
        VuoCompilerTriggerPort *trigger = i->first;
        vector<Vertex> verticesDownstream = i->second;
 
        for (vector<Vertex>::iterator j = verticesDownstream.begin(); j != verticesDownstream.end(); ++j)
        {
            Vertex vertex = *j;
            if (vertex.toNode == node)
            {
                pair<VuoCompilerTriggerPort *, size_t> p = make_pair(trigger, vertexDistanceFromTrigger[trigger][vertex]);
                if (triggerMustTransmitToVertex[trigger][vertex])
                    distancesForMusts.push_back(p);
                else
                    distancesForMays.push_back(p);
            }
        }
    }
 
    if (! distancesForMusts.empty())
    {
        sort(distancesForMusts.begin(), distancesForMusts.end(), compareTriggers);
        return distancesForMusts[0].first;
    }
    else if (! distancesForMays.empty())
    {
        sort(distancesForMays.begin(), distancesForMays.end(), compareTriggers);
        return distancesForMays[0].first;
    }
    else
        return NULL;
}
 
bool VuoCompilerGraph::compareTriggers(const pair<VuoCompilerTriggerPort *, size_t> &lhs, const pair<VuoCompilerTriggerPort *, size_t> &rhs)
{
    if (lhs.second == rhs.second)
        return lhs.first->getIdentifier() < rhs.first->getIdentifier();
 
    return lhs.second < rhs.second;
}
 
VuoPortClass::EventBlocking VuoCompilerGraph::getPublishedInputEventBlocking(size_t publishedInputPortIndex)
{
    if (! publishedInputTrigger)
        return VuoPortClass::EventBlocking_None;
 
    // If no event-only or data-and-event published output ports, return "none".
 
    VuoCompilerPublishedOutputNodeClass *publishedOutputNodeClass = static_cast<VuoCompilerPublishedOutputNodeClass *>(publishedOutputNode->getBase()->getNodeClass()->getCompiler());
    size_t publishedOutputCount = publishedOutputNodeClass->getGatherInputPortIndex() - VuoNodeClass::unreservedInputPortStartIndex;
    set<string> publishedOutputTriggers = getPublishedOutputTriggers();
    if (publishedOutputCount - publishedOutputTriggers.size() == 0)
        return VuoPortClass::EventBlocking_None;
 
    VuoPort *outputPort = getOutputPortOnPublishedInputNode(publishedInputPortIndex);
 
    set<Vertex> verticesFromPublishedInputNode;
    for (Vertex vertex : vertices[publishedInputTrigger])
        if (vertex.fromNode == publishedInputNode)
            verticesFromPublishedInputNode.insert(vertex);
 
    // Find the vertices downstream of the published input node with no intervening doors or walls,
    // excluding vertices to the published output node's gather port.
 
    VuoPort *gatherPort = getGatherPortOnPublishedOutputNode();
 
    auto includeNonBlocking = [this, gatherPort] (Edge edge)
    {
        return mustTransmit(edge.fromVertex.cableBundle, edge.toVertex.cableBundle) &&
                ! (edge.toVertex.cableBundle.size() == 1 && (*edge.toVertex.cableBundle.begin())->getBase()->getToPort() == gatherPort);
    };
 
    if (downstreamVerticesNonBlocking.empty())
    {
        set<Vertex> unused;
        makeDownstreamVerticesWithInclusionRule(publishedInputTrigger, includeNonBlocking, downstreamVerticesNonBlocking, unused);
    }
 
    // Find the vertices downstream of the published input node with no intervening walls,
    // excluding vertices going into the published output node's gather port.
 
    auto includeNonBlockingAndDoor = [this, gatherPort] (Edge edge)
    {
        return mayTransmit(edge.fromVertex.cableBundle, edge.toVertex.cableBundle) &&
                ! (edge.toVertex.cableBundle.size() == 1 && (*edge.toVertex.cableBundle.begin())->getBase()->getToPort() == gatherPort);
    };
 
    if (downstreamVerticesNonBlockingOrDoor.empty())
    {
        set<Vertex> unused;
        makeDownstreamVerticesWithInclusionRule(publishedInputTrigger, includeNonBlockingAndDoor, downstreamVerticesNonBlockingOrDoor, unused);
    }
 
    auto minBlocking = [] (VuoPortClass::EventBlocking b1, VuoPortClass::EventBlocking b2)
    {
        // Returns the one that lets more events through.
        return min(b1, b2);
    };
 
    auto maxBlocking = [] (VuoPortClass::EventBlocking b1, VuoPortClass::EventBlocking b2)
    {
        // Returns the one that blocks more events.
        return max(b1, b2);
    };
 
    VuoPortClass::EventBlocking blocking = VuoPortClass::EventBlocking_Wall;
    vector<Vertex> verticesToPublishedOutputNode;
    for (Vertex vertex : verticesFromPublishedInputNode)
    {
        VuoPortClass::EventBlocking blockingForVertex = VuoPortClass::EventBlocking_Wall;
 
        // Check the event blocking for the exact cables connected to the output port on the published input node.
        for (VuoCompilerCable *cable : vertex.cableBundle)
        {
            if (cable->getBase()->getFromPort() == outputPort)
            {
                VuoPortClass::EventBlocking toPortBlocking = cable->getBase()->getToPort()->getClass()->getEventBlocking();
                blockingForVertex = minBlocking(blockingForVertex, toPortBlocking);
            }
        }
 
        if (blockingForVertex == VuoPortClass::EventBlocking_Wall)
        {
            // If the event is blocked at the cables from the published input node's output port, it's a wall.
        }
        else
        {
            auto isVertexToPublishedOutputNode = [this] (Vertex downstreamVertex) { return downstreamVertex.toNode == publishedOutputNode; };
 
            vector<Vertex> verticesNonBlocking;
            std::copy_if(downstreamVerticesNonBlocking[vertex].begin(), downstreamVerticesNonBlocking[vertex].end(),
                         std::back_inserter(verticesNonBlocking), isVertexToPublishedOutputNode);
 
            verticesToPublishedOutputNode.insert(verticesToPublishedOutputNode.end(), verticesNonBlocking.begin(), verticesNonBlocking.end());
 
            if (! verticesNonBlocking.empty())
            {
                // If the event can reach the published outputs without any further blocking, it's whatever blocking
                // the cables from the published input node's output port have (none or door).
            }
            else
            {
                vector<Vertex> verticesNonBlockingOrDoor;
                std::copy_if(downstreamVerticesNonBlockingOrDoor[vertex].begin(), downstreamVerticesNonBlockingOrDoor[vertex].end(),
                             std::back_inserter(verticesNonBlockingOrDoor), isVertexToPublishedOutputNode);
 
                verticesToPublishedOutputNode.insert(verticesToPublishedOutputNode.end(), verticesNonBlocking.begin(), verticesNonBlocking.end());
 
                if (! verticesNonBlockingOrDoor.empty())
                {
                    // If the event can reach the published outputs via door blocking, it's a door.
                    blockingForVertex = VuoPortClass::EventBlocking_Door;
                }
                else
                {
                    // If the event can't reach the published outputs, it's a wall.
                    blockingForVertex = VuoPortClass::EventBlocking_Wall;
                }
            }
        }
 
        blocking = minBlocking(blocking, blockingForVertex);
    }
 
    // If the event can reach some but not all of the non-trigger published outputs, it's a door.
 
    set<VuoPort *> publishedOutputPortsReached;
    for (Vertex vertex : verticesToPublishedOutputNode)
        for (VuoCompilerCable *cable : vertex.cableBundle)
            if (publishedOutputTriggers.find(cable->getBase()->getToPort()->getClass()->getName()) == publishedOutputTriggers.end())
                publishedOutputPortsReached.insert(cable->getBase()->getToPort());
 
    if (publishedOutputPortsReached.size() < publishedOutputCount - publishedOutputTriggers.size())
        blocking = maxBlocking(blocking, VuoPortClass::EventBlocking_Door);
 
    return blocking;
}
 
set<string> VuoCompilerGraph::getPublishedOutputTriggers(void)
{
    set<string> triggerNames;
    for (VuoCompilerTriggerPort *trigger : triggers)
    {
        set<string> currTriggerNames = getPublishedOutputTriggersDownstream(trigger);
        triggerNames.insert(currTriggerNames.begin(), currTriggerNames.end());
    }
 
    return triggerNames;
}
 
set<string> VuoCompilerGraph::getPublishedOutputTriggersDownstream(VuoCompilerTriggerPort *trigger)
{
    if (trigger == publishedInputTrigger)
        return set<string>();
 
    set<string> outputNames = getPublishedOutputPortsDownstream(trigger);
    set<string> outputNamesForPublishedInputTrigger = getPublishedOutputPortsDownstream(publishedInputTrigger);
 
    set<string> triggerNames;
    std::set_difference(outputNames.begin(), outputNames.end(),
                        outputNamesForPublishedInputTrigger.begin(), outputNamesForPublishedInputTrigger.end(),
                        std::inserter(triggerNames, triggerNames.begin()));
 
    return triggerNames;
}
 
set<string> VuoCompilerGraph::getPublishedOutputPortsDownstream(VuoCompilerTriggerPort *trigger)
{
    auto iter = publishedOutputNames.find(trigger);
    if (iter != publishedOutputNames.end())
        return iter->second;
 
    set<string> names;
    for (Vertex vertex : vertices[trigger])
    {
        if (vertex.toNode == publishedOutputNode)
        {
            for (VuoCompilerCable *cable : vertex.cableBundle)
            {
                VuoPort *toPort = cable->getBase()->getToPort();
                if (toPort != getGatherPortOnPublishedOutputNode())
                    names.insert(toPort->getClass()->getName());
            }
        }
    }
 
    publishedOutputNames[trigger] = names;
    return names;
}
 
bool VuoCompilerGraph::mayEventsReachPublishedOutputPorts(void)
{
    for (VuoCompilerTriggerPort *trigger : triggers)
        if (! getPublishedOutputPortsDownstream(trigger).empty())
            return true;
 
    return false;
}
 
bool VuoCompilerGraph::isRepeatedInFeedbackLoop(VuoCompilerNode *node, VuoCompilerTriggerPort *trigger)
{
    vector<VuoCompilerNode *> downstreamNodes = getNodesDownstream(node, trigger);
    return find(downstreamNodes.begin(), downstreamNodes.end(), node) != downstreamNodes.end();
}
 
bool VuoCompilerGraph::hasGatherDownstream(VuoCompilerNode *node, VuoCompilerTriggerPort *trigger)
{
    vector<VuoCompilerNode *> downstreamNodes = getNodesDownstream(node, trigger);
    for (vector<VuoCompilerNode *>::iterator i = downstreamNodes.begin(); i != downstreamNodes.end(); ++i)
        if (getNumVerticesWithToNode(*i, trigger) > 1)
            return true;
 
    return false;
}
 
bool VuoCompilerGraph::hasScatterPartiallyOverlappedByAnotherTrigger(VuoCompilerTriggerPort *trigger)
{
    bool isScatterAtTrigger = getNodesImmediatelyDownstream(trigger).size() > 1;
    if (isScatterAtTrigger)
    {
        vector<VuoCompilerNode *> downstreamNodes = getNodesDownstream(trigger);
        return areNodesPartiallyOverlappedByAnotherTrigger(downstreamNodes, trigger);
    }
 
    return false;
}
 
bool VuoCompilerGraph::hasScatterPartiallyOverlappedByAnotherTrigger(VuoCompilerNode *node, VuoCompilerTriggerPort *trigger)
{
    bool isScatterAtNode = getNodesImmediatelyDownstream(node, trigger).size() > 1;
    if (isScatterAtNode)
    {
        vector<VuoCompilerNode *> downstreamNodes = getNodesDownstream(node, trigger);
        return areNodesPartiallyOverlappedByAnotherTrigger(downstreamNodes, trigger);
    }
 
    return false;
}
 
bool VuoCompilerGraph::areNodesPartiallyOverlappedByAnotherTrigger(const vector<VuoCompilerNode *> &nodes, VuoCompilerTriggerPort *trigger)
{
    for (vector<VuoCompilerTriggerPort *>::iterator i = triggers.begin(); i != triggers.end(); ++i)
    {
        VuoCompilerTriggerPort *otherTrigger = *i;
        if (otherTrigger == trigger)
            continue;
 
        vector<VuoCompilerNode *> nodesDownstreamOfOtherTrigger = getNodesDownstream(otherTrigger);
        nodesDownstreamOfOtherTrigger.push_back(nodeForTrigger[otherTrigger]);
 
        bool hasOverlappedNode = false;
        bool hasNonOverlappedNode = false;
        for (vector<VuoCompilerNode *>::const_iterator j = nodes.begin(); j != nodes.end(); ++j)
        {
            VuoCompilerNode *downstreamNode = *j;
 
            if (find(nodesDownstreamOfOtherTrigger.begin(), nodesDownstreamOfOtherTrigger.end(), downstreamNode) != nodesDownstreamOfOtherTrigger.end())
                hasOverlappedNode = true;
            else
                hasNonOverlappedNode = true;
        }
 
        if (hasOverlappedNode && hasNonOverlappedNode)
            return true;
    }
 
    return false;
}
 
bool VuoCompilerGraph::hasOverlapWithSpinOff(VuoCompilerTriggerPort *trigger)
{
    vector<VuoCompilerNode *> nodesDownstreamOfTrigger = getNodesDownstream(trigger);
    vector<VuoCompilerNode *> nodesDownstreamOfSpinOffs;
 
    // Collect all nodes downstream of Spin Off nodes downstream of this trigger
    // (including Spin Offs downstream of other Spin Offs downstream of this trigger).
    vector<VuoCompilerNode *> nodesToCheck = nodesDownstreamOfTrigger;
    map<VuoCompilerNode *, bool> nodesChecked;
    while (! nodesToCheck.empty())
    {
        VuoCompilerNode *node = nodesToCheck.back();
        nodesToCheck.pop_back();
 
        if (nodesChecked[node])
            continue;
        nodesChecked[node] = true;
 
        if (node == nodeForTrigger[publishedInputTrigger])
            continue;
 
        string nodeClassName = node->getBase()->getNodeClass()->getClassName();
        if (VuoStringUtilities::beginsWith(nodeClassName, "vuo.event.spinOff"))
        {
            VuoPort *spinOffOutput = node->getBase()->getOutputPorts().at(VuoNodeClass::unreservedOutputPortStartIndex);
            VuoCompilerTriggerPort *spinOffTrigger = static_cast<VuoCompilerTriggerPort *>( spinOffOutput->getCompiler() );
            vector<VuoCompilerNode *> nodesDownstream = getNodesDownstream(spinOffTrigger);
 
            nodesDownstreamOfSpinOffs.insert(nodesDownstreamOfSpinOffs.end(), nodesDownstream.begin(), nodesDownstream.end());
            nodesToCheck.insert(nodesToCheck.end(), nodesDownstream.begin(), nodesDownstream.end());
        }
    }
 
    sort(nodesDownstreamOfTrigger.begin(), nodesDownstreamOfTrigger.end());
    sort(nodesDownstreamOfSpinOffs.begin(), nodesDownstreamOfSpinOffs.end());
 
    // Do this trigger and the Spin Offs have any downstream nodes in common?
    set<VuoCompilerNode *> nodesDownstreamOfBoth;
    set_intersection(nodesDownstreamOfTrigger.begin(), nodesDownstreamOfTrigger.end(),
                     nodesDownstreamOfSpinOffs.begin(), nodesDownstreamOfSpinOffs.end(),
                     std::inserter(nodesDownstreamOfBoth, nodesDownstreamOfBoth.begin()));
    return ! nodesDownstreamOfBoth.empty();
}
 
void VuoCompilerGraph::checkForInfiniteFeedback(VuoCompilerIssues *issues)
{
    if (! repeatedVertices.empty())
    {
        // Identify the nodes and cables involved in the infinite feedback loop.
        vector< set<VuoNode *> > nodesInLoops;
        vector< set<VuoCable *> > cablesInLoops;
        for (const auto &i : repeatedVertices)
        {
            VuoCompilerTriggerPort *trigger = i.first;
            for (const Vertex &repeatedVertex : i.second)
            {
                set<VuoNode *> nodesInLoop;
                set<VuoCable *> cablesInLoop;
                for (const Vertex &otherVertex : vertices[trigger])
                {
                    if (downstreamVertices[trigger][repeatedVertex].find(otherVertex) != downstreamVertices[trigger][repeatedVertex].end() &&
                            downstreamVertices[trigger][otherVertex].find(repeatedVertex) != downstreamVertices[trigger][otherVertex].end())
                    {
                        nodesInLoop.insert(otherVertex.fromNode->getBase());
                        nodesInLoop.insert(otherVertex.toNode->getBase());
 
                        for (set<VuoCompilerCable *>::iterator m = otherVertex.cableBundle.begin(); m != otherVertex.cableBundle.end(); ++m)
                            cablesInLoop.insert((*m)->getBase());
                    }
                }
                nodesInLoops.push_back(nodesInLoop);
                cablesInLoops.push_back(cablesInLoop);
            }
        }
 
        // Coalesce the lists of nodes and cables to avoid reporting the same ones multiple times.
        vector< set<VuoNode *> > coalescedNodesInLoops;
        vector< set<VuoCable *> > coalescedCablesInLoops;
        for (size_t i = 0; i < nodesInLoops.size(); ++i)
        {
            bool coalesced = false;
            for (size_t j = 0; j < coalescedNodesInLoops.size(); ++j)
            {
                set<VuoNode *> nodesInBoth;
                std::set_intersection(nodesInLoops[i].begin(), nodesInLoops[i].end(),
                                      coalescedNodesInLoops[j].begin(), coalescedNodesInLoops[j].end(),
                                      std::inserter(nodesInBoth, nodesInBoth.begin()));
 
                set<VuoCable *> cablesInBoth;
                std::set_intersection(cablesInLoops[i].begin(), cablesInLoops[i].end(),
                                      coalescedCablesInLoops[j].begin(), coalescedCablesInLoops[j].end(),
                                      std::inserter(cablesInBoth, cablesInBoth.begin()));
 
                if (nodesInBoth.size() == nodesInLoops[i].size() && cablesInBoth.size() == cablesInLoops[i].size())
                {
                    // One of the coalesced items is a superset of nodesInLoops[i] and cablesInLoops[i]. Already taken care of.
                    coalesced = true;
                    break;
                }
                else if (nodesInBoth.size() == coalescedNodesInLoops[j].size() && cablesInBoth.size() == coalescedCablesInLoops[j].size())
                {
                    // One of the coalesced items is a subset of nodesInLoops[i] and cablesInLoops[i]. Merge in the additional nodes and cables.
                    coalescedNodesInLoops[j] = nodesInLoops[i];
                    coalescedCablesInLoops[j] = cablesInLoops[i];
                    coalesced = true;
                    break;
                }
            }
 
            if (! coalesced)
            {
                // No existing items to coalesce with, so add a new one.
                coalescedNodesInLoops.push_back(nodesInLoops[i]);
                coalescedCablesInLoops.push_back(cablesInLoops[i]);
            }
        }
 
        auto exceptionIssues = new VuoCompilerIssues;
        for (size_t i = 0; i < coalescedNodesInLoops.size(); ++i)
        {
            VuoCompilerIssue issue(VuoCompilerIssue::Error, "compiling composition", "",
                                   "Infinite feedback loop",
                                   "An event is not allowed to travel through the same cable more than once.");
            issue.setHelpPath("errors-warnings-and-other-issues.html");
            issue.setNodes(coalescedNodesInLoops[i]);
            issue.setCables(coalescedCablesInLoops[i]);
            exceptionIssues->append(issue);
            if (issues)
                issues->append(issue);
        }
 
        throw VuoCompilerException(exceptionIssues, true);
    }
}
 
void VuoCompilerGraph::checkForDeadlockedFeedback(VuoCompilerIssues *issues)
{
    auto exceptionIssues = new VuoCompilerIssues;
    for (VuoCompilerTriggerPort *trigger : triggers)
    {
        // For each node, find all nodes downstream of it.
        map<VuoCompilerNode *, set<VuoCompilerNode *> > downstreamNodes;
        for (map<Vertex, set<Vertex> >::iterator j = downstreamVertices[trigger].begin(); j != downstreamVertices[trigger].end(); ++j)
        {
            Vertex upstreamVertex = j->first;
            set<VuoCompilerNode *> downstreamNodesForVertex;
            bool isRepeated = false;
 
            for (set<Vertex>::iterator k = j->second.begin(); k != j->second.end(); ++k)
            {
                Vertex downstreamVertex = *k;
                if (upstreamVertex.toNode == downstreamVertex.toNode)
                {
                    isRepeated = true;
                    break;
                }
 
                downstreamNodesForVertex.insert(downstreamVertex.toNode);
            }
 
            if (! isRepeated)
                downstreamNodes[upstreamVertex.toNode].insert(downstreamNodesForVertex.begin(), downstreamNodesForVertex.end());
        }
 
        // Find any pairs of nodes that are mutually downstream.
        set< pair<VuoCompilerNode *, VuoCompilerNode *> > mutuallyDownstreamNodePairs;
        for (map<VuoCompilerNode *, set<VuoCompilerNode *> >::iterator j = downstreamNodes.begin(); j != downstreamNodes.end(); ++j)
        {
            VuoCompilerNode *upstreamNode = j->first;
            for (set<VuoCompilerNode *>::iterator k = j->second.begin(); k != j->second.end(); ++k)
            {
                VuoCompilerNode *downstreamNode = *k;
                if (downstreamNodes[downstreamNode].find(upstreamNode) != downstreamNodes[downstreamNode].end() &&
                        mutuallyDownstreamNodePairs.find( make_pair(downstreamNode, upstreamNode) ) == mutuallyDownstreamNodePairs.end())
                {
                    mutuallyDownstreamNodePairs.insert( make_pair(upstreamNode, downstreamNode) );
                }
            }
        }
 
        // Report any errors, with all nodes and cables involved in the deadlocked feedback loops.
        for (set< pair<VuoCompilerNode *, VuoCompilerNode *> >::iterator j = mutuallyDownstreamNodePairs.begin(); j != mutuallyDownstreamNodePairs.end(); ++j)
        {
            VuoCompilerNode *firstNode = j->first;
            VuoCompilerNode *secondNode = j->second;
 
            set<VuoNode *> nodesInLoop;
            set<VuoCable *> cablesInLoop;
            nodesInLoop.insert(firstNode->getBase());
            nodesInLoop.insert(secondNode->getBase());
 
            for (set<VuoCompilerNode *>::iterator k = downstreamNodes[firstNode].begin(); k != downstreamNodes[firstNode].end(); ++k)
            {
                VuoCompilerNode *otherNode = *k;
                if (downstreamNodes[otherNode].find(secondNode) != downstreamNodes[otherNode].end())
                    nodesInLoop.insert(otherNode->getBase());
            }
            for (set<VuoCompilerNode *>::iterator k = downstreamNodes[secondNode].begin(); k != downstreamNodes[secondNode].end(); ++k)
            {
                VuoCompilerNode *otherNode = *k;
                if (downstreamNodes[otherNode].find(firstNode) != downstreamNodes[otherNode].end())
                    nodesInLoop.insert(otherNode->getBase());
            }
 
            for (vector<Vertex>::iterator k = vertices[trigger].begin(); k != vertices[trigger].end(); ++k)
            {
                Vertex vertex = *k;
                if (vertex.fromNode &&
                        nodesInLoop.find(vertex.fromNode->getBase()) != nodesInLoop.end() &&
                        nodesInLoop.find(vertex.toNode->getBase()) != nodesInLoop.end())
                {
                    for (set<VuoCompilerCable *>::iterator m = vertex.cableBundle.begin(); m != vertex.cableBundle.end(); ++m)
                        cablesInLoop.insert((*m)->getBase());
                }
            }
 
            VuoCompilerIssue issue(VuoCompilerIssue::Error, "compiling composition", "",
                                   "Deadlocked feedback loop",
                                   "There's more than one possible path for events to travel through this composition. "
                                   "It's unclear which is the correct one.");
            issue.setHelpPath("errors-warnings-and-other-issues.html");
            issue.setNodes(nodesInLoop);
            issue.setCables(cablesInLoop);
            exceptionIssues->append(issue);
            if (issues)
                issues->append(issue);
        }
    }
 
    if (!exceptionIssues->isEmpty())
        throw VuoCompilerException(exceptionIssues, true);
}
 
long VuoCompilerGraph::getHash(VuoCompilerComposition *composition)
{
    ostringstream s;
 
    // nodes — pointers, identifiers
    s << "[";
    for (VuoNode *node : composition->getBase()->getNodes())
    {
        VuoCompilerNode *compilerNode = NULL;
        string identifier;
        if (node->hasCompiler())
        {
            compilerNode = node->getCompiler();
            identifier = compilerNode->getIdentifier();
        }
        s << "{" << compilerNode << "," << identifier << "},";
    }
    s << "]";
 
    // cables — pointers, node identifiers, port identifiers
    s << "[";
    set<VuoCable *> cables = composition->getBase()->getCables();
    for (set<VuoCable *>::iterator i = cables.begin(); i != cables.end(); ++i)
    {
        string fromNode = ((*i)->getFromNode() && (*i)->getFromNode()->hasCompiler()) ? (*i)->getFromNode()->getCompiler()->getIdentifier() : "";
        string fromPort = (*i)->getFromPort() ? (*i)->getFromPort()->getClass()->getName() : "";
        string toNode = ((*i)->getToNode() && (*i)->getToNode()->hasCompiler()) ? (*i)->getToNode()->getCompiler()->getIdentifier() : "";
        string toPort = (*i)->getToPort() ? (*i)->getToPort()->getClass()->getName() : "";
        s << "{" << (*i)->getCompiler() << "," << fromNode << "," << fromPort << "," << toNode << "," << toPort << "},";
    }
    s << "]";
 
    // published ports — pointers, identifiers
    s << "[";
    vector<VuoPublishedPort *> publishedInputPorts = composition->getBase()->getPublishedInputPorts();
    for (vector<VuoPublishedPort *>::iterator i = publishedInputPorts.begin(); i != publishedInputPorts.end(); ++i)
        s << "{" << (*i)->getCompiler() << "," << (*i)->getClass()->getName() << "},";
    s << "]";
    s << "[";
    vector<VuoPublishedPort *> publishedOutputPorts = composition->getBase()->getPublishedOutputPorts();
    for (vector<VuoPublishedPort *>::iterator i = publishedOutputPorts.begin(); i != publishedOutputPorts.end(); ++i)
        s << "{" << (*i)->getCompiler() << "," << (*i)->getClass()->getName() << "},";
    s << "]";
 
    // manually firable input port — pointer, identifier
    s << "[";
    VuoPort *manuallyFirableInputPort = composition->getManuallyFirableInputPort();
    if (manuallyFirableInputPort)
        s << "{" << manuallyFirableInputPort->getCompiler() << "," << manuallyFirableInputPort->getClass()->getName() << "},";
    s << "]";
 
    return VuoStringUtilities::hash(s.str());
}
 
string VuoCompilerGraph::getPublishedInputTriggerNodeIdentifier(void)
{
    return VuoNodeClass::publishedInputNodeIdentifier + "Trigger";
}
 
string VuoCompilerGraph::getManuallyFirableTriggerNodeIdentifier(void)
{
    return "ManuallyFirableTrigger";
}
 
VuoCompilerGraph::Vertex::Vertex(VuoCompilerTriggerPort *fromTrigger, VuoCompilerNode *toNode)
{
    this->fromNode = NULL;
    this->fromTrigger = fromTrigger;
    this->toNode = toNode;
}
 
VuoCompilerGraph::Vertex::Vertex(VuoCompilerNode *fromNode, VuoCompilerNode *toNode)
{
    this->fromTrigger = NULL;
    this->fromNode = fromNode;
    this->toNode = toNode;
}
 
VuoCompilerGraph::Vertex::Vertex(void)
{
    this->fromNode = NULL;
    this->fromTrigger = NULL;
    this->toNode = NULL;
}
 
VuoCompilerGraph::Edge::Edge(const VuoCompilerGraph::Vertex &fromVertex, const VuoCompilerGraph::Vertex &toVertex)
    : fromVertex(fromVertex), toVertex(toVertex)
{
}
 
VuoCompilerGraph::Edge::Edge(void)
{
}
 
bool operator==(const VuoCompilerGraph::Vertex &lhs, const VuoCompilerGraph::Vertex &rhs)
{
    return (lhs.fromTrigger == rhs.fromTrigger && lhs.fromNode == rhs.fromNode && lhs.toNode == rhs.toNode);
}
 
bool operator!=(const VuoCompilerGraph::Vertex &lhs, const VuoCompilerGraph::Vertex &rhs)
{
    return ! (lhs == rhs);
}
 
bool operator<(const VuoCompilerGraph::Vertex &lhs, const VuoCompilerGraph::Vertex &rhs)
{
    return (lhs.fromTrigger != rhs.fromTrigger ?
                                   lhs.fromTrigger < rhs.fromTrigger :
                                   (lhs.fromNode != rhs.fromNode ?
                                                        lhs.fromNode < rhs.fromNode :
                                                        lhs.toNode < rhs.toNode));
}
 
bool operator<(const VuoCompilerGraph::Edge &lhs, const VuoCompilerGraph::Edge &rhs)
{
    return (lhs.fromVertex != rhs.fromVertex ?
                                  lhs.fromVertex < rhs.fromVertex :
                                  lhs.toVertex < rhs.toVertex);
}
 
string VuoCompilerGraph::Vertex::toString(void) const
{
    return (fromNode ?
                fromNode->getBase()->getTitle() :
                fromTrigger->getBase()->getClass()->getName()) +
            "->" + toNode->getBase()->getTitle();
}
 
string VuoCompilerGraph::Edge::toString(void) const
{
    return fromVertex.toString() + " -> " + toVertex.toString();
}