From d5b8d5e88da23ef5c69479fa49ae2e92897020f9 Mon Sep 17 00:00:00 2001
From: Rachel Clipp <rachel.clipp@kitware.com>
Date: Fri, 11 Mar 2022 13:10:01 -0500
Subject: [PATCH 001/115] Updates to patient validation sheet for patient
 specific configurations. This will break validation without additional code
 to read and compare with the new columns and rows.

---
 .../validation/SystemValidationData.xlsx      | Bin 89775 -> 91398 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/data/human/adult/validation/SystemValidationData.xlsx b/data/human/adult/validation/SystemValidationData.xlsx
index a5fec4182663530b231d919015fa79a8542ed9ca..430685da12f9cf0f3bbd1eb6d0073c75152cd727 100644
GIT binary patch
delta 74441
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-- 
GitLab


From 13392f25b42d8ef58ee45d89b564440c00470139 Mon Sep 17 00:00:00 2001
From: Rachel Clipp <rachel.clipp@kitware.com>
Date: Thu, 17 Mar 2022 17:04:23 -0400
Subject: [PATCH 002/115] Updates to respiratory and blood chemistry sheets.

---
 .../validation/SystemValidationData.xlsx      | Bin 91398 -> 93257 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/data/human/adult/validation/SystemValidationData.xlsx b/data/human/adult/validation/SystemValidationData.xlsx
index 430685da12f9cf0f3bbd1eb6d0073c75152cd727..e38e79fcc708f6cfa7bdce0bd61ebf7abf44068f 100644
GIT binary patch
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-- 
GitLab


From 2736920302845134d22c3e1d9ac5665f009361c7 Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Thu, 24 Mar 2022 16:14:45 -0500
Subject: [PATCH 003/115] initial patient variability study set up

---
 .../study/patient_variability/CMakeLists.txt  |  18 ++
 .../study/patient_variability/PVRunner.cpp    | 269 ++++++++++++++++++
 src/cpp/study/patient_variability/PVRunner.h  |  55 ++++
 src/cpp/study/patient_variability/main.cpp    |  11 +
 .../pulse/study/bind/PatientVariability.proto |  57 ++++
 5 files changed, 410 insertions(+)
 create mode 100644 src/cpp/study/patient_variability/CMakeLists.txt
 create mode 100644 src/cpp/study/patient_variability/PVRunner.cpp
 create mode 100644 src/cpp/study/patient_variability/PVRunner.h
 create mode 100644 src/cpp/study/patient_variability/main.cpp
 create mode 100644 src/schema/pulse/study/bind/PatientVariability.proto

diff --git a/src/cpp/study/patient_variability/CMakeLists.txt b/src/cpp/study/patient_variability/CMakeLists.txt
new file mode 100644
index 00000000..9a0809ea
--- /dev/null
+++ b/src/cpp/study/patient_variability/CMakeLists.txt
@@ -0,0 +1,18 @@
+add_library_ex(PatientVariabilityEngine
+  H_FILES
+    PVRunner.h
+  CPP_FILES
+    PVRunner.cpp
+  PUBLIC_DEPENDS
+    PulseEngine
+  PRIVATE_DEPENDS
+    protobuf::libprotobuf
+  INSTALL_HEADER_DIR
+    study/patient_variability
+  NO_INSTALL
+  )
+set_target_properties(PatientVariabilityEngine PROPERTIES FOLDER "Studies//PatientVariability")
+
+add_executable_ex(PatientVariabilityDriver main.cpp)
+set_target_properties(PatientVariabilityDriver PROPERTIES FOLDER "Studies//PatientVariability")
+target_link_libraries(PatientVariabilityDriver PatientVariabilityEngine protobuf::libprotobuf)
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/PVRunner.cpp b/src/cpp/study/patient_variability/PVRunner.cpp
new file mode 100644
index 00000000..aee60035
--- /dev/null
+++ b/src/cpp/study/patient_variability/PVRunner.cpp
@@ -0,0 +1,269 @@
+/* Distributed under the Apache License, Version 2.0.
+   See accompanying NOTICE file for details.*/
+
+#include "PVRunner.h"
+
+#include "PulseConfiguration.h"
+
+namespace pulse::study::patient_variability
+{
+  PVRunner::PVRunner(const std::string& logfileName, const std::string& dataDir) : Loggable(logfileName)
+  {
+    m_DataDir = dataDir;
+    m_SimulationList = nullptr;
+    m_SimulationResultsList = nullptr;
+  }
+  PVRunner::~PVRunner()
+  {
+    SAFE_DELETE(m_SimulationList);
+    SAFE_DELETE(m_SimulationResultsList);
+  }
+
+  bool PVRunner::Run(pulse::study::bind::patient_variability::SimulationListData& simList)
+  {
+    m_OutDir = simList.outputrootdir();
+    m_SimulationResultsListFile = m_OutDir + "/simlist_results.json";
+    SAFE_DELETE(m_SimulationList);
+    SAFE_DELETE(m_SimulationResultsList);
+    m_SimulationList = &simList;
+    m_SimulationResultsList = new pulse::study::bind::patient_variability::SimulationListData();
+    if (FileExists(m_SimulationResultsListFile))
+    {
+      if (!SerializeFromFile(m_SimulationResultsListFile, *m_SimulationResultsList, eSerializationFormat::JSON))
+      {
+        GetLogger()->Warning("Unable to read found results file");
+      }
+    }
+    bool b = Run();
+    m_SimulationList = nullptr;
+    SAFE_DELETE(m_SimulationResultsList);
+    return b;
+  }
+
+  bool PVRunner::Run(const std::string& filename, eSerializationFormat f)
+  {
+    SAFE_DELETE(m_SimulationList);
+    SAFE_DELETE(m_SimulationResultsList);
+    m_SimulationList = new pulse::study::bind::patient_variability::SimulationListData();
+    m_SimulationResultsList = new pulse::study::bind::patient_variability::SimulationListData();
+
+    if (!SerializeFromFile(filename, *m_SimulationList, f))
+      return false;
+    // Let's try to read in a results file
+    m_OutDir = m_SimulationList->outputrootdir();
+    m_SimulationResultsListFile = m_OutDir + "/simlist_results.json";
+    if (FileExists(m_SimulationResultsListFile))
+    {
+      if (!SerializeFromFile(m_SimulationResultsListFile, *m_SimulationResultsList, f))
+      {
+        GetLogger()->Warning("Unable to read found results file");
+      }
+    }
+    return Run();
+  }
+  bool PVRunner::Run()
+  {
+    TimingProfile profiler;
+    profiler.Start("Total");
+
+    // Ensure our output dir exists
+    CreatePath(m_OutDir);
+
+    // Get the ID's of simulations we need to run
+    m_SimulationsToRun.clear();
+    for (int i = 0; i < m_SimulationList->simulation_size(); i++)
+      m_SimulationsToRun.insert(m_SimulationList->simulation()[i].id());
+    // Remove any id's we have in the results
+    if (m_SimulationResultsList->simulation_size() > 0)
+    {
+      Info("Found " + std::to_string(m_SimulationResultsList->simulation_size()) + " previously run simulations");
+      for (int i = 0; i < m_SimulationResultsList->simulation_size(); i++)
+        m_SimulationsToRun.erase(m_SimulationResultsList->simulation()[i].id());
+    }
+
+    int numSimsToRun = m_SimulationList->simulation_size() - m_SimulationResultsList->simulation_size();
+    if (numSimsToRun == 0)
+    {
+      Info("All simulations are run in the results file");
+      return true;
+    }
+    size_t processor_count = std::thread::hardware_concurrency();
+    if (processor_count == 0)
+    {
+      Fatal("Unable to detect number of processors");
+      return false;
+    }
+    // Let's not kill the computer this is running on...
+    if (processor_count > 1)
+      processor_count -= 1;
+    // Let's not kick off more threads than we need
+    if (processor_count > numSimsToRun)
+      processor_count = numSimsToRun;
+    Info("Starting " + std::to_string(processor_count) + " Threads to run " + std::to_string(m_SimulationsToRun.size()) + " simulations");
+    // Crank up our threads
+    for (size_t p = 0; p < processor_count; p++)
+      m_Threads.push_back(std::thread(&PVRunner::ControllerLoop, this));
+
+    for (size_t p = 0; p < processor_count; p++)
+      m_Threads[p].join();
+
+    Info("It took " + cdm::to_string(profiler.GetElapsedTime_s("Total")) + "s to run this simulation list");
+    profiler.Clear();
+    return true;
+  }
+
+  void PVRunner::ControllerLoop()
+  {
+    pulse::study::bind::patient_variability::SimulationData* sim = nullptr;
+    while (true)
+    {
+      try
+      {
+        sim = GetNextSimulation();
+        if (sim == nullptr)
+          break;
+        RunSimulationUntilStable(m_OutDir, *sim);
+        FinalizeSimulation(*sim);
+      }
+      catch (CommonDataModelException& cdm_ex)
+      {
+        GetLogger()->Fatal("Exception caught runnning simulation " + sim->name());
+        GetLogger()->Fatal(cdm_ex.what());
+        std::cerr << cdm_ex.what() << std::endl;
+      }
+      catch (std::exception ex)
+      {
+        GetLogger()->Fatal("Exception caught runnning simulation " + sim->name());
+        GetLogger()->Fatal(ex.what());
+        std::cerr << ex.what() << std::endl;
+      }
+      catch (...)
+      {
+        std::cerr << "Unable to run simulation " << sim->name() << std::endl;
+      }
+    }
+  }
+
+  bool PVRunner::RunSimulationUntilStable(std::string const& outDir, pulse::study::bind::patient_variability::SimulationData& sim, const std::string& dataDir)
+  {
+    TimingProfile profiler;
+    profiler.Start("Total");
+    profiler.Start("Status");
+
+    auto pulse = CreatePulseEngine();
+    pulse->GetLogger()->SetLogFile(outDir + "/" + std::to_string(sim.id()) + " - " + sim.name() + ".log");
+
+    // No logging to console (when threaded)
+    pulse->GetLogger()->LogToConsole(false);
+    // Setup data requests
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("CardiacOutput", VolumePerTimeUnit::mL_Per_min);
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("BloodVolume", VolumeUnit::mL);
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("HeartRate", FrequencyUnit::Per_min);
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("MeanArterialPressure", PressureUnit::mmHg);
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("IntracranialPressure", PressureUnit::mmHg);
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("CerebralPerfusionPressure", PressureUnit::mmHg);
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::VascularCompartment::Brain, "Pressure", PressureUnit::mmHg);
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::VascularCompartment::Brain, "Volume", VolumeUnit::mL);
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::VascularCompartment::Brain, "InFlow", VolumePerTimeUnit::mL_Per_min);
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::VascularCompartment::Brain, "Oxygen", "PartialPressure");
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::CerebrospinalFluidCompartment::IntracranialSpace, "Volume", VolumeUnit::mL);
+    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::CerebrospinalFluidCompartment::IntracranialSpace, "Pressure", PressureUnit::mmHg);
+    //pulse->GetEngineTracker()->GetDataRequestManager().SetResultsFilename(outDir + "/" + std::to_string(sim.id()) + " - " + sim.name() + ".csv");
+
+    // Stabilize the engine
+    SEPatientConfiguration pc;
+    pc.SetPatientFile("./patients/StandardMale.json");
+    if (!pulse->InitializeEngine(pc))
+    {
+      sim.set_achievedstabilization(false);
+      sim.set_stabilizationtime_s(profiler.GetElapsedTime_s("Total"));
+      sim.set_totalsimulationtime_s(0);
+      return false;
+    }
+
+    pulse->GetLogger()->Info("It took " + cdm::to_string(sim.stabilizationtime_s()) + "s to run this simulation");
+
+    profiler.Clear();
+    return true;
+  }
+
+  pulse::study::bind::patient_variability::SimulationData* PVRunner::GetNextSimulation()
+  {
+    m_mutex.lock();
+    pulse::study::bind::patient_variability::SimulationData* sim = nullptr;
+    if (!m_SimulationsToRun.empty())
+    {
+      auto id = *m_SimulationsToRun.begin();
+      for (int i = 0; i < m_SimulationList->simulation_size(); i++)
+      {
+        sim = &(*m_SimulationList->mutable_simulation())[i];
+        if (sim->id() == id)
+          break;
+      }
+      Info("Simulating Run " + std::to_string(id) + " : " + sim->name());
+      m_SimulationsToRun.erase(id);
+    }
+    m_mutex.unlock();
+    return sim;
+  }
+
+  void PVRunner::FinalizeSimulation(pulse::study::bind::patient_variability::SimulationData& sim)
+  {
+    m_mutex.lock();
+    auto rSim = m_SimulationResultsList->mutable_simulation()->Add();
+    rSim->CopyFrom(sim);
+    SerializeToFile(*m_SimulationResultsList, m_SimulationResultsListFile, eSerializationFormat::JSON);
+    Info("Completed Simulation " + std::to_string(m_SimulationResultsList->simulation_size()) + " of " + std::to_string(m_SimulationList->simulation_size()));
+    if (sim.achievedstabilization())
+      Info("  Stabilized Run " + std::to_string(sim.id()) + " : " + sim.name());
+    else
+      Info("  FAILED STABILIZATION FOR RUN " + std::to_string(sim.id()) + " : " + sim.name());
+    m_mutex.unlock();
+  }
+
+  bool PVRunner::SerializeToString(pulse::study::bind::patient_variability::SimulationListData& src, std::string& output, eSerializationFormat f) const
+  {
+    google::protobuf::util::JsonPrintOptions printOpts;
+    printOpts.add_whitespace = true;
+    printOpts.preserve_proto_field_names = true;
+    printOpts.always_print_primitive_fields = true;
+    if (!google::protobuf::util::MessageToJsonString(src, &output, printOpts).ok())
+    {
+      Error("Unable to serialize simulation list");
+      return false;
+    }
+    return true;
+  }
+  bool PVRunner::SerializeToFile(pulse::study::bind::patient_variability::SimulationListData& src, const std::string& filename, eSerializationFormat f) const
+  {
+    std::string content;
+    if (!SerializeToString(src, content, f))
+      return false;
+    return WriteFile(content, filename);
+  }
+  bool PVRunner::SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::SimulationListData& dst, eSerializationFormat f)
+  {
+    google::protobuf::util::JsonParseOptions parseOpts;
+    google::protobuf::SetLogHandler([](google::protobuf::LogLevel level, const char* filename, int line, const std::string& message)
+    {
+      std::cout << "[" << level << "] " << filename << "::" << line << " " << message;
+    });
+    google::protobuf::util::Status stat = google::protobuf::util::JsonStringToMessage(src, &dst, parseOpts);
+    if (!stat.ok())
+    {
+      Error("Unable to parse json in string : " + stat.ToString());
+      return false;
+    }
+    return true;
+  }
+  bool PVRunner::SerializeFromFile(const std::string& filename, pulse::study::bind::patient_variability::SimulationListData& dst, eSerializationFormat f)
+  {
+    std::string content;
+    if (ReadFile(filename, content))
+    {
+      Error("Unable to read file " + filename);
+      return false;
+    }
+    return SerializeFromString(content, dst, f);
+  }
+}
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/PVRunner.h b/src/cpp/study/patient_variability/PVRunner.h
new file mode 100644
index 00000000..c8b690fc
--- /dev/null
+++ b/src/cpp/study/patient_variability/PVRunner.h
@@ -0,0 +1,55 @@
+/* Distributed under the Apache License, Version 2.0.
+   See accompanying NOTICE file for details.*/
+
+#pragma once
+
+#include <thread>
+#include "PulseEngine.h"
+
+#include "cdm/engine/SEPatientConfiguration.h"
+#include "cdm/utils/FileUtils.h"
+#include "cdm/utils/TimingProfile.h"
+
+#include "cdm/io/protobuf/PBActions.h"
+PUSH_PROTO_WARNINGS
+#include "pulse/study/bind/PatientVariability.pb.h"
+#include <google/protobuf/text_format.h>
+#include <google/protobuf/util/json_util.h>
+POP_PROTO_WARNINGS
+
+namespace pulse::study::patient_variability
+{
+  class PVRunner : public Loggable
+  {
+  public:
+    PVRunner(const std::string& logfileName, const std::string& dataDir = ".");
+    virtual ~PVRunner();
+
+    bool Run(const std::string& filename, eSerializationFormat f);
+    bool Run(pulse::study::bind::patient_variability::SimulationListData& simList);
+
+    bool RunSimulationUntilStable(std::string const& outDir, pulse::study::bind::patient_variability::SimulationData& sim, const std::string& dataDir = "./");
+
+  protected:
+    bool Run();
+    bool SerializeToString(pulse::study::bind::patient_variability::SimulationListData& src, std::string& dst, eSerializationFormat f) const;
+    bool SerializeToFile(pulse::study::bind::patient_variability::SimulationListData& src, const std::string& filename, eSerializationFormat f) const;
+    bool SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::SimulationListData& dst, eSerializationFormat f);
+    bool SerializeFromFile(const std::string& filename, pulse::study::bind::patient_variability::SimulationListData& dst, eSerializationFormat f);
+
+    void ControllerLoop();
+    void FinalizeSimulation(pulse::study::bind::patient_variability::SimulationData& sim);
+    pulse::study::bind::patient_variability::SimulationData* GetNextSimulation();
+
+    std::mutex  m_mutex;
+    bool m_Running;
+
+    std::string m_OutDir;
+    std::string m_DataDir;
+    std::string m_SimulationResultsListFile;
+    std::set<unsigned int> m_SimulationsToRun;
+    std::vector<std::thread>   m_Threads;
+    pulse::study::bind::patient_variability::SimulationListData* m_SimulationList;
+    pulse::study::bind::patient_variability::SimulationListData* m_SimulationResultsList;
+  };
+}
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/main.cpp b/src/cpp/study/patient_variability/main.cpp
new file mode 100644
index 00000000..7fa73e03
--- /dev/null
+++ b/src/cpp/study/patient_variability/main.cpp
@@ -0,0 +1,11 @@
+/* Distributed under the Apache License, Version 2.0.
+   See accompanying NOTICE file for details.*/
+
+#include "PVRunner.h"
+
+using namespace pulse::study::patient_variability;
+
+int main(int argc, char* argv[])
+{
+  return 0;
+}
\ No newline at end of file
diff --git a/src/schema/pulse/study/bind/PatientVariability.proto b/src/schema/pulse/study/bind/PatientVariability.proto
new file mode 100644
index 00000000..aa913cdd
--- /dev/null
+++ b/src/schema/pulse/study/bind/PatientVariability.proto
@@ -0,0 +1,57 @@
+syntax = "proto3";
+package pulse.study.bind.patient_variability;
+option java_package = "com.kitware.pulse.study.bind.patient_variability";
+option csharp_namespace = "pulse.study.bind.patient_variability";
+option optimize_for = SPEED;
+
+message SimulationData
+{
+  // Inputs
+  // A filename without an extension (can/should have path also)
+  // The engine will use this to create multiple output files (*.log and *.csv)
+  uint32                       ID                                            = 1;
+  string                       Name                                          = 2;
+  double                       IntracranialSpaceVolumeBaseline_mL            = 3;
+  double                       IntracranialSpaceCompliance_mL_Per_mmHg       = 4;
+  double                       CerebrospinalFluidAbsorptionRate_mL_Per_min   = 5;
+  double                       CerebrospinalFluidProductionRate_mL_Per_min   = 6;
+  
+  // Outputs
+  double                       BrainVolume_mL                                = 7;
+  double                       IntracranialSpaceVolume_mL                    = 8;
+  double                       MeanBrainPressure_mmHg                        = 9;
+  double                       MeanBrainVasculatureInFlow_mL_Per_s           = 10;
+  double                       MeanBrainVasculatureOutFlow_mL_Per_s          = 11;
+  double                       MeanBrainCarbonDioxidePartialPressure_mmHg    = 12;
+  double                       MeanBrainOxygenPartialPressure_mmHg           = 13;
+  double                       MeanIntracranialSpacePressure_mmHg            = 14;
+  // Some other system variable
+  double                       CardiacOutput_mL_Per_min                      = 15;
+  double                       CerebralBloodFlow_mL_Per_min                  = 16;
+  double                       CerebralPerfusionPressure_mmHg                = 17;
+  double                       DiastolicArterialPressure_mmHg                = 18;
+  double                       HeartEjectionFraction                         = 19;
+  double                       HeartRate_bpm                                 = 20;
+  double                       HeartStrokeVolume_mL                          = 21;
+  double                       IntracranialPressure_mmHg                     = 22;
+  double                       MeanArterialPressure_mmHg                     = 23;
+  double                       MeanCentralVenousPressure_mmHg                = 24;
+  double                       PulmonaryDiastolicArterialPressure_mmHg       = 25;
+  double                       PulmonaryMeanArterialPressure_mmHg            = 26;
+  double                       PulmonaryMeanCapillaryFlow_mL_Per_s           = 27;
+  double                       PulmonarySystolicArterialPressure_mmHg        = 28;
+  double                       SystolicArterialPressure_mmHg                 = 29;
+  double                       SystemicVascularResistance_mmHg_s_Per_L       = 30;
+
+  // Stabilization Information
+  bool                         AchievedStabilization                         = 31;
+  double                       StabilizationTime_s                           = 32;
+  double                       TotalSimulationTime_s                         = 33;
+  
+}
+
+message SimulationListData
+{
+  string                       OutputRootDir                                 = 1;
+  repeated SimulationData      Simulation                                    = 2;
+}
-- 
GitLab


From 3a33a00aa91601a624a2a0365a9f67bfd55d06e1 Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Tue, 29 Mar 2022 15:15:33 -0500
Subject: [PATCH 004/115] initial looping -- way too many patients

---
 src/cpp/CMakeLists.txt                     |  1 +
 src/cpp/study/patient_variability/main.cpp | 73 ++++++++++++++++++++++
 2 files changed, 74 insertions(+)

diff --git a/src/cpp/CMakeLists.txt b/src/cpp/CMakeLists.txt
index eecd63b9..fc157a5b 100644
--- a/src/cpp/CMakeLists.txt
+++ b/src/cpp/CMakeLists.txt
@@ -8,4 +8,5 @@ add_subdirectory(test_driver)
 add_subdirectory(study/circuit_optimization)
 add_subdirectory(study/hydrocephalus)
 add_subdirectory(study/multiplex_ventilation)
+add_subdirectory(study/patient_variability)
 add_subdirectory(study/sensitivity_analysis)
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/main.cpp b/src/cpp/study/patient_variability/main.cpp
index 7fa73e03..e962e669 100644
--- a/src/cpp/study/patient_variability/main.cpp
+++ b/src/cpp/study/patient_variability/main.cpp
@@ -7,5 +7,78 @@ using namespace pulse::study::patient_variability;
 
 int main(int argc, char* argv[])
 {
+  enum Sex { Female, Male };
+
+  unsigned int ageMin = 18;
+  unsigned int ageMax = 65;
+  unsigned int ageStep = 1;
+
+  // Heights in inches
+  unsigned int heightMin_male = 65;
+  unsigned int heightMax_male = 73;
+  unsigned int heightMin_female = 60;
+  unsigned int heightMax_female = 67;
+  unsigned int heightStep = 1;
+
+  double bmiMin = 18.5;
+  double bmiMax = 29;
+  double bmiStep = 0.1;
+
+  unsigned int hrMin = 60;
+  unsigned int hrMax = 100;
+  unsigned int hrStep = 1;
+
+  unsigned int mapMin = 70;
+  unsigned int mapMax = 100;
+  unsigned int mapStep = 1;
+
+  unsigned int pulsePressureMin = 30;
+  unsigned int pulsePressureMax = 50;
+  unsigned int pulsePressureStep = 1;
+
+  unsigned long long int num_scenarios = 0;
+  for( int sex = Female; sex <= Male; ++sex )
+  {
+    // Adjust height range based on sex
+    unsigned int heightMin = heightMin_male;
+    unsigned int heightMax = heightMax_male;
+    if( sex == Female )
+    {
+      heightMin = heightMin_female;
+      heightMax = heightMax_female;
+    }
+
+    for( unsigned int age = ageMin; age <= ageMax; age += ageStep )
+    {
+      for( unsigned int height = heightMin; height <= heightMax; height += heightStep )
+      {
+        for( unsigned int bmi = bmiMin; bmi <= bmiMax; bmi += bmiStep )
+        {
+          // Convert height to meters
+          double height_meters = height * 0.0254;
+
+          // Caclulate weight (kg) from height and BMI
+          double weight = bmi * height_meters * height_meters;
+
+          for( unsigned int hr = hrMin; hr <= hrMax; hr += hrStep )
+          {
+            for( unsigned int map = mapMin; map <= mapMax; map += mapStep )
+            {
+              for( unsigned int pp = pulsePressureMin; pp <= pulsePressureMax; pp += pulsePressureStep )
+              {
+                double diastolic = pp - 3 * map;
+                double systolic = pp - diastolic;
+                num_scenarios++;
+                std::cout << "Scenario #" << num_scenarios << std::endl;
+              }
+            }
+          }
+        }
+      }
+    }
+  }
+
+  std::cout << "Number scenarios: " << num_scenarios << std::endl;
+
   return 0;
 }
\ No newline at end of file
-- 
GitLab


From 9b4470afe14929bd1ddbb2aac764d49883627e0b Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Fri, 1 Apr 2022 09:22:32 -0500
Subject: [PATCH 005/115] switch over to multiplex ventilation structure, main
 empty, proto issues

---
 .../study/patient_variability/PVRunner.cpp    | 79 +++++++--------
 src/cpp/study/patient_variability/PVRunner.h  | 20 +---
 src/cpp/study/patient_variability/main.cpp    | 75 +-------------
 .../pulse/study/bind/PatientVariability.proto | 98 +++++++++++--------
 4 files changed, 97 insertions(+), 175 deletions(-)

diff --git a/src/cpp/study/patient_variability/PVRunner.cpp b/src/cpp/study/patient_variability/PVRunner.cpp
index aee60035..9213ca94 100644
--- a/src/cpp/study/patient_variability/PVRunner.cpp
+++ b/src/cpp/study/patient_variability/PVRunner.cpp
@@ -3,7 +3,7 @@
 
 #include "PVRunner.h"
 
-#include "PulseConfiguration.h"
+using namespace pulse;
 
 namespace pulse::study::patient_variability
 {
@@ -19,10 +19,9 @@ namespace pulse::study::patient_variability
     SAFE_DELETE(m_SimulationResultsList);
   }
 
-  bool PVRunner::Run(pulse::study::bind::patient_variability::SimulationListData& simList)
+  bool PVRunner::Run(pulse::study::bind::patient_variability::SimulationListData& simList, const std::string& resultsFilename)
   {
-    m_OutDir = simList.outputrootdir();
-    m_SimulationResultsListFile = m_OutDir + "/simlist_results.json";
+    m_SimulationResultsListFile = simList.outputrootdir() + "/" + resultsFilename;
     SAFE_DELETE(m_SimulationList);
     SAFE_DELETE(m_SimulationResultsList);
     m_SimulationList = &simList;
@@ -47,14 +46,13 @@ namespace pulse::study::patient_variability
     m_SimulationList = new pulse::study::bind::patient_variability::SimulationListData();
     m_SimulationResultsList = new pulse::study::bind::patient_variability::SimulationListData();
 
-    if (!SerializeFromFile(filename, *m_SimulationList, f))
+    if (!SerializeFromFile(filename, *m_SimulationList, eSerializationFormat::JSON))
       return false;
     // Let's try to read in a results file
-    m_OutDir = m_SimulationList->outputrootdir();
-    m_SimulationResultsListFile = m_OutDir + "/simlist_results.json";
+    m_SimulationResultsListFile = filename.substr(0, filename.length() - 5) + "_results.json";
     if (FileExists(m_SimulationResultsListFile))
     {
-      if (!SerializeFromFile(m_SimulationResultsListFile, *m_SimulationResultsList, f))
+      if (!SerializeFromFile(m_SimulationResultsListFile, *m_SimulationResultsList, eSerializationFormat::JSON))
       {
         GetLogger()->Warning("Unable to read found results file");
       }
@@ -66,22 +64,19 @@ namespace pulse::study::patient_variability
     TimingProfile profiler;
     profiler.Start("Total");
 
-    // Ensure our output dir exists
-    CreatePath(m_OutDir);
-
     // Get the ID's of simulations we need to run
     m_SimulationsToRun.clear();
-    for (int i = 0; i < m_SimulationList->simulation_size(); i++)
-      m_SimulationsToRun.insert(m_SimulationList->simulation()[i].id());
+    for (int i = 0; i < m_SimulationList->simulations_size(); i++)
+      m_SimulationsToRun.insert(m_SimulationList->simulations()[i].id());
     // Remove any id's we have in the results
-    if (m_SimulationResultsList->simulation_size() > 0)
+    if (m_SimulationResultsList->simulations_size() > 0)
     {
-      Info("Found " + std::to_string(m_SimulationResultsList->simulation_size()) + " previously run simulations");
-      for (int i = 0; i < m_SimulationResultsList->simulation_size(); i++)
-        m_SimulationsToRun.erase(m_SimulationResultsList->simulation()[i].id());
+      Info("Found " + std::to_string(m_SimulationResultsList->simulations_size()) + " previously run simulations");
+      for (int i = 0; i < m_SimulationResultsList->simulations_size(); i++)
+        m_SimulationsToRun.erase(m_SimulationResultsList->simulations()[i].id());
     }
 
-    int numSimsToRun = m_SimulationList->simulation_size() - m_SimulationResultsList->simulation_size();
+    size_t numSimsToRun = m_SimulationList->simulations_size() - m_SimulationResultsList->simulations_size();
     if (numSimsToRun == 0)
     {
       Info("All simulations are run in the results file");
@@ -107,7 +102,7 @@ namespace pulse::study::patient_variability
     for (size_t p = 0; p < processor_count; p++)
       m_Threads[p].join();
 
-    Info("It took " + cdm::to_string(profiler.GetElapsedTime_s("Total")) + "s to run this simulation list");
+    Info("It took " + std::to_string(profiler.GetElapsedTime_s("Total")) + "s to run this simulation list");
     profiler.Clear();
     return true;
   }
@@ -122,36 +117,36 @@ namespace pulse::study::patient_variability
         sim = GetNextSimulation();
         if (sim == nullptr)
           break;
-        RunSimulationUntilStable(m_OutDir, *sim);
+        RunSimulationUntilStable(*sim);
         FinalizeSimulation(*sim);
       }
       catch (CommonDataModelException& cdm_ex)
       {
-        GetLogger()->Fatal("Exception caught runnning simulation " + sim->name());
+        GetLogger()->Fatal("Exception caught runnning simulation " + sim->outputbasefilename());
         GetLogger()->Fatal(cdm_ex.what());
         std::cerr << cdm_ex.what() << std::endl;
       }
-      catch (std::exception ex)
+      catch (std::exception& ex)
       {
-        GetLogger()->Fatal("Exception caught runnning simulation " + sim->name());
+        GetLogger()->Fatal("Exception caught runnning simulation " + sim->outputbasefilename());
         GetLogger()->Fatal(ex.what());
         std::cerr << ex.what() << std::endl;
       }
       catch (...)
       {
-        std::cerr << "Unable to run simulation " << sim->name() << std::endl;
+        std::cerr << "Unable to run simulation " << sim->outputbasefilename() << std::endl;
       }
     }
   }
 
-  bool PVRunner::RunSimulationUntilStable(std::string const& outDir, pulse::study::bind::patient_variability::SimulationData& sim, const std::string& dataDir)
+  bool PVRunner::RunSimulationUntilStable(pulse::study::bind::patient_variability::SimulationData& sim, const std::string& dataDir)
   {
     TimingProfile profiler;
     profiler.Start("Total");
     profiler.Start("Status");
 
     auto pulse = CreatePulseEngine();
-    pulse->GetLogger()->SetLogFile(outDir + "/" + std::to_string(sim.id()) + " - " + sim.name() + ".log");
+    pulse->GetLogger()->SetLogFile(sim.outputbasefilename() + ".log");
 
     // No logging to console (when threaded)
     pulse->GetLogger()->LogToConsole(false);
@@ -177,7 +172,6 @@ namespace pulse::study::patient_variability
     {
       sim.set_achievedstabilization(false);
       sim.set_stabilizationtime_s(profiler.GetElapsedTime_s("Total"));
-      sim.set_totalsimulationtime_s(0);
       return false;
     }
 
@@ -194,13 +188,13 @@ namespace pulse::study::patient_variability
     if (!m_SimulationsToRun.empty())
     {
       auto id = *m_SimulationsToRun.begin();
-      for (int i = 0; i < m_SimulationList->simulation_size(); i++)
+      for (int i = 0; i < m_SimulationList->simulations_size(); i++)
       {
-        sim = &(*m_SimulationList->mutable_simulation())[i];
+        sim = &(*m_SimulationList->mutable_simulations())[i];
         if (sim->id() == id)
           break;
       }
-      Info("Simulating Run " + std::to_string(id) + " : " + sim->name());
+      Info("Simulating Run " + std::to_string(id));
       m_SimulationsToRun.erase(id);
     }
     m_mutex.unlock();
@@ -210,14 +204,18 @@ namespace pulse::study::patient_variability
   void PVRunner::FinalizeSimulation(pulse::study::bind::patient_variability::SimulationData& sim)
   {
     m_mutex.lock();
-    auto rSim = m_SimulationResultsList->mutable_simulation()->Add();
+    auto rSim = m_SimulationResultsList->mutable_simulations()->Add();
     rSim->CopyFrom(sim);
     SerializeToFile(*m_SimulationResultsList, m_SimulationResultsListFile, eSerializationFormat::JSON);
-    Info("Completed Simulation " + std::to_string(m_SimulationResultsList->simulation_size()) + " of " + std::to_string(m_SimulationList->simulation_size()));
+    Info("Completed Simulation " + std::to_string(m_SimulationResultsList->simulations_size()) + " of " + std::to_string(m_SimulationList->simulations_size()));
     if (sim.achievedstabilization())
-      Info("  Stabilized Run " + std::to_string(sim.id()) + " : " + sim.name());
+      Info("  Stabilized Run " + std::to_string(sim.id()));
     else
-      Info("  FAILED STABILIZATION FOR RUN " + std::to_string(sim.id()) + " : " + sim.name());
+      Info("  FAILED STABILIZATION FOR RUN " + std::to_string(sim.id()));
+    std::ofstream plots;
+    plots.open(m_SimulationList->outputrootdir() + "/plot_pairs.config", std::fstream::in | std::fstream::out | std::fstream::app);
+    plots << sim.outputbasefilename() << "multiplex_patient_0_results.csv, " << sim.outputbasefilename() << "multiplex_patient_1_results.csv\n";
+    plots.close();
     m_mutex.unlock();
   }
 
@@ -236,10 +234,7 @@ namespace pulse::study::patient_variability
   }
   bool PVRunner::SerializeToFile(pulse::study::bind::patient_variability::SimulationListData& src, const std::string& filename, eSerializationFormat f) const
   {
-    std::string content;
-    if (!SerializeToString(src, content, f))
-      return false;
-    return WriteFile(content, filename);
+    return PBUtils::SerializeToFile(src, filename, GetLogger());
   }
   bool PVRunner::SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::SimulationListData& dst, eSerializationFormat f)
   {
@@ -258,12 +253,6 @@ namespace pulse::study::patient_variability
   }
   bool PVRunner::SerializeFromFile(const std::string& filename, pulse::study::bind::patient_variability::SimulationListData& dst, eSerializationFormat f)
   {
-    std::string content;
-    if (ReadFile(filename, content))
-    {
-      Error("Unable to read file " + filename);
-      return false;
-    }
-    return SerializeFromString(content, dst, f);
+    return PBUtils::SerializeFromFile(filename, dst, GetLogger());
   }
 }
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/PVRunner.h b/src/cpp/study/patient_variability/PVRunner.h
index c8b690fc..919281ca 100644
--- a/src/cpp/study/patient_variability/PVRunner.h
+++ b/src/cpp/study/patient_variability/PVRunner.h
@@ -2,20 +2,7 @@
    See accompanying NOTICE file for details.*/
 
 #pragma once
-
-#include <thread>
-#include "PulseEngine.h"
-
-#include "cdm/engine/SEPatientConfiguration.h"
-#include "cdm/utils/FileUtils.h"
-#include "cdm/utils/TimingProfile.h"
-
-#include "cdm/io/protobuf/PBActions.h"
-PUSH_PROTO_WARNINGS
-#include "pulse/study/bind/PatientVariability.pb.h"
-#include <google/protobuf/text_format.h>
-#include <google/protobuf/util/json_util.h>
-POP_PROTO_WARNINGS
+#include "PVEngine.h"
 
 namespace pulse::study::patient_variability
 {
@@ -26,9 +13,9 @@ namespace pulse::study::patient_variability
     virtual ~PVRunner();
 
     bool Run(const std::string& filename, eSerializationFormat f);
-    bool Run(pulse::study::bind::patient_variability::SimulationListData& simList);
+    bool Run(pulse::study::bind::patient_variability::SimulationListData& simList, const std::string& resultsFilename);
 
-    bool RunSimulationUntilStable(std::string const& outDir, pulse::study::bind::patient_variability::SimulationData& sim, const std::string& dataDir = "./");
+    bool RunSimulationUntilStable(pulse::study::bind::patient_variability::SimulationData& sim, const std::string& dataDir = "./");
 
   protected:
     bool Run();
@@ -44,7 +31,6 @@ namespace pulse::study::patient_variability
     std::mutex  m_mutex;
     bool m_Running;
 
-    std::string m_OutDir;
     std::string m_DataDir;
     std::string m_SimulationResultsListFile;
     std::set<unsigned int> m_SimulationsToRun;
diff --git a/src/cpp/study/patient_variability/main.cpp b/src/cpp/study/patient_variability/main.cpp
index e962e669..0908d69f 100644
--- a/src/cpp/study/patient_variability/main.cpp
+++ b/src/cpp/study/patient_variability/main.cpp
@@ -7,78 +7,11 @@ using namespace pulse::study::patient_variability;
 
 int main(int argc, char* argv[])
 {
-  enum Sex { Female, Male };
+ 
 
-  unsigned int ageMin = 18;
-  unsigned int ageMax = 65;
-  unsigned int ageStep = 1;
-
-  // Heights in inches
-  unsigned int heightMin_male = 65;
-  unsigned int heightMax_male = 73;
-  unsigned int heightMin_female = 60;
-  unsigned int heightMax_female = 67;
-  unsigned int heightStep = 1;
-
-  double bmiMin = 18.5;
-  double bmiMax = 29;
-  double bmiStep = 0.1;
-
-  unsigned int hrMin = 60;
-  unsigned int hrMax = 100;
-  unsigned int hrStep = 1;
-
-  unsigned int mapMin = 70;
-  unsigned int mapMax = 100;
-  unsigned int mapStep = 1;
-
-  unsigned int pulsePressureMin = 30;
-  unsigned int pulsePressureMax = 50;
-  unsigned int pulsePressureStep = 1;
-
-  unsigned long long int num_scenarios = 0;
-  for( int sex = Female; sex <= Male; ++sex )
-  {
-    // Adjust height range based on sex
-    unsigned int heightMin = heightMin_male;
-    unsigned int heightMax = heightMax_male;
-    if( sex == Female )
-    {
-      heightMin = heightMin_female;
-      heightMax = heightMax_female;
-    }
-
-    for( unsigned int age = ageMin; age <= ageMax; age += ageStep )
-    {
-      for( unsigned int height = heightMin; height <= heightMax; height += heightStep )
-      {
-        for( unsigned int bmi = bmiMin; bmi <= bmiMax; bmi += bmiStep )
-        {
-          // Convert height to meters
-          double height_meters = height * 0.0254;
-
-          // Caclulate weight (kg) from height and BMI
-          double weight = bmi * height_meters * height_meters;
-
-          for( unsigned int hr = hrMin; hr <= hrMax; hr += hrStep )
-          {
-            for( unsigned int map = mapMin; map <= mapMax; map += mapStep )
-            {
-              for( unsigned int pp = pulsePressureMin; pp <= pulsePressureMax; pp += pulsePressureStep )
-              {
-                double diastolic = pp - 3 * map;
-                double systolic = pp - diastolic;
-                num_scenarios++;
-                std::cout << "Scenario #" << num_scenarios << std::endl;
-              }
-            }
-          }
-        }
-      }
-    }
-  }
-
-  std::cout << "Number scenarios: " << num_scenarios << std::endl;
+  PVRunner pvr("./test_results/patient_variability/PatientVariabilityRunner.log");
+  pulse::study::bind::patient_variability::SimulationListData simList;
+  simList.set_outputrootdir("./test_results/patient_variability");
 
   return 0;
 }
\ No newline at end of file
diff --git a/src/schema/pulse/study/bind/PatientVariability.proto b/src/schema/pulse/study/bind/PatientVariability.proto
index aa913cdd..040e16ca 100644
--- a/src/schema/pulse/study/bind/PatientVariability.proto
+++ b/src/schema/pulse/study/bind/PatientVariability.proto
@@ -4,54 +4,68 @@ option java_package = "com.kitware.pulse.study.bind.patient_variability";
 option csharp_namespace = "pulse.study.bind.patient_variability";
 option optimize_for = SPEED;
 
+message PatientStateData
+{
+  /** @brief Enumeration for patient sex */
+  enum eSex
+  {
+    Male=0;   /**<< @brief Male patient. */
+    Female=1; /**<< @brief Female patient. */
+  }
+
+  uint32          ID                                        = 1;
+  string          StateFile                                 = 2;
+  // Initial Conditions
+  uint32          Age                                       = 3;
+  double          BMI                                       = 4;
+  double          DiastolicArterialPressure_mmHg            = 5;
+  double          HeartRate_bpm                             = 6;
+  double          Height_cm                                 = 7;
+  double          MeanArterialPressure_mmHg                 = 8;
+  eSex            Sex                                       = 9;
+  double          SystolicArterialPressure_mmHg             = 10;
+  double          Weight_kg                                 = 11;
+}
+
+message PatientStateListData
+{
+  repeated PatientStateData      Patients                   = 1;
+}
+
+message PatientComparisonData
+{
+  PatientStateData               SoloVentilation            = 1;
+  PatientStateData               MultiplexVentilation       = 2;
+}
+
+message LogData
+{
+  repeated string                Info                       = 1;
+  repeated string                Warning                    = 2;
+  repeated string                Error                      = 3;
+  repeated string                Fatal                      = 4;
+}
+
 message SimulationData
 {
-  // Inputs
   // A filename without an extension (can/should have path also)
   // The engine will use this to create multiple output files (*.log and *.csv)
-  uint32                       ID                                            = 1;
-  string                       Name                                          = 2;
-  double                       IntracranialSpaceVolumeBaseline_mL            = 3;
-  double                       IntracranialSpaceCompliance_mL_Per_mmHg       = 4;
-  double                       CerebrospinalFluidAbsorptionRate_mL_Per_min   = 5;
-  double                       CerebrospinalFluidProductionRate_mL_Per_min   = 6;
-  
-  // Outputs
-  double                       BrainVolume_mL                                = 7;
-  double                       IntracranialSpaceVolume_mL                    = 8;
-  double                       MeanBrainPressure_mmHg                        = 9;
-  double                       MeanBrainVasculatureInFlow_mL_Per_s           = 10;
-  double                       MeanBrainVasculatureOutFlow_mL_Per_s          = 11;
-  double                       MeanBrainCarbonDioxidePartialPressure_mmHg    = 12;
-  double                       MeanBrainOxygenPartialPressure_mmHg           = 13;
-  double                       MeanIntracranialSpacePressure_mmHg            = 14;
-  // Some other system variable
-  double                       CardiacOutput_mL_Per_min                      = 15;
-  double                       CerebralBloodFlow_mL_Per_min                  = 16;
-  double                       CerebralPerfusionPressure_mmHg                = 17;
-  double                       DiastolicArterialPressure_mmHg                = 18;
-  double                       HeartEjectionFraction                         = 19;
-  double                       HeartRate_bpm                                 = 20;
-  double                       HeartStrokeVolume_mL                          = 21;
-  double                       IntracranialPressure_mmHg                     = 22;
-  double                       MeanArterialPressure_mmHg                     = 23;
-  double                       MeanCentralVenousPressure_mmHg                = 24;
-  double                       PulmonaryDiastolicArterialPressure_mmHg       = 25;
-  double                       PulmonaryMeanArterialPressure_mmHg            = 26;
-  double                       PulmonaryMeanCapillaryFlow_mL_Per_s           = 27;
-  double                       PulmonarySystolicArterialPressure_mmHg        = 28;
-  double                       SystolicArterialPressure_mmHg                 = 29;
-  double                       SystemicVascularResistance_mmHg_s_Per_L       = 30;
-
-  // Stabilization Information
-  bool                         AchievedStabilization                         = 31;
-  double                       StabilizationTime_s                           = 32;
-  double                       TotalSimulationTime_s                         = 33;
-  
+  uint32                         ID                         = 1;
+  uint32                         GroupID                    = 2;
+  string                         OutputBaseFilename         = 3;
+  bool                           AchievedStabilization      = 4;
+  double                         StabilizationTime_s        = 5;
+  double                         RespirationRate_Per_min    = 6;
+  double                         IERatio                    = 7;
+  double                         PIP_cmH2O                  = 8;
+  double                         PEEP_cmH2O                 = 9;
+  double                         FiO2                       = 10;
+  LogData                        Log                        = 11;
+  repeated PatientComparisonData PatientComparisons         = 12;
 }
 
 message SimulationListData
 {
-  string                       OutputRootDir                                 = 1;
-  repeated SimulationData      Simulation                                    = 2;
+  string                         OutputRootDir              = 1;
+  repeated SimulationData        Simulations                = 2;
 }
-- 
GitLab


From 7d326ca4341f095a9c03241c472130ce5029349a Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Fri, 1 Apr 2022 11:25:30 -0500
Subject: [PATCH 006/115] file structure and cmake updates

---
 src/cpp/bind/CMakeLists.txt                   |  2 ++
 .../study/patient_variability/CMakeLists.txt  |  4 +++
 src/cpp/study/patient_variability/main.cpp    | 31 ++++++++++++++++---
 3 files changed, 33 insertions(+), 4 deletions(-)

diff --git a/src/cpp/bind/CMakeLists.txt b/src/cpp/bind/CMakeLists.txt
index 79015639..d81b3289 100644
--- a/src/cpp/bind/CMakeLists.txt
+++ b/src/cpp/bind/CMakeLists.txt
@@ -48,6 +48,7 @@ add_library_ex(DataModelBindings
 # study bindings
     "${DST_ROOT}/cpp/${STUDY_PACKAGE}/Hydrocephalus.pb.h"
     "${DST_ROOT}/cpp/${STUDY_PACKAGE}/MultiplexVentilation.pb.h"
+    "${DST_ROOT}/cpp/${STUDY_PACKAGE}/PatientVariability.pb.h"
     "${DST_ROOT}/cpp/${STUDY_PACKAGE}/SensitivityAnalysis.pb.h"
   CPP_FILES
 # cdm bindings
@@ -96,6 +97,7 @@ add_library_ex(DataModelBindings
 # study bindings
     "${DST_ROOT}/cpp/${STUDY_PACKAGE}/Hydrocephalus.pb.cc"
     "${DST_ROOT}/cpp/${STUDY_PACKAGE}/MultiplexVentilation.pb.cc"
+    "${DST_ROOT}/cpp/${STUDY_PACKAGE}/PatientVariability.pb.cc"
     "${DST_ROOT}/cpp/${STUDY_PACKAGE}/SensitivityAnalysis.pb.cc"
   PRIVATE_DEPENDS
     protobuf::libprotobuf
diff --git a/src/cpp/study/patient_variability/CMakeLists.txt b/src/cpp/study/patient_variability/CMakeLists.txt
index 9a0809ea..88fdb43b 100644
--- a/src/cpp/study/patient_variability/CMakeLists.txt
+++ b/src/cpp/study/patient_variability/CMakeLists.txt
@@ -1,7 +1,11 @@
 add_library_ex(PatientVariabilityEngine
   H_FILES
+    PVEngine.h
+    PVGenerator.h
     PVRunner.h
   CPP_FILES
+    PVEngine.cpp
+    PVGenerator.cpp
     PVRunner.cpp
   PUBLIC_DEPENDS
     PulseEngine
diff --git a/src/cpp/study/patient_variability/main.cpp b/src/cpp/study/patient_variability/main.cpp
index 0908d69f..585e3291 100644
--- a/src/cpp/study/patient_variability/main.cpp
+++ b/src/cpp/study/patient_variability/main.cpp
@@ -2,16 +2,39 @@
    See accompanying NOTICE file for details.*/
 
 #include "PVRunner.h"
+#include "PVGenerator.h"
+
+#include "cdm/utils/FileUtils.h"
 
 using namespace pulse::study::patient_variability;
 
 int main(int argc, char* argv[])
 {
- 
+  std::string mode = ""; // Default is to run the manual else below
+  if (argc <= 1)
+  {
+    // Adjust comments to run the mode you want
+    //mode = "clear";
+    mode = "genPatients";
+  }
+  else
+  {
+    mode = argv[1];
+  }
+  
+  if(mode == "genPatients")
+  {
+    PVGenerator pvg("./test_results/patient_variability/PatientVariabilityGen.log");
+    pulse::study::bind::patient_variability::SimulationListData simList;
+    simList.set_outputrootdir("./test_results/patient_variability");
+
+    return !pvg.Run("./test_results/patient_variability", "./test_results/patient_variability/states_list.json");
+  }
+  else if(mode == "clear")
+  {
+    DeleteDirectory("./test_results/patient_variability");
+  }
 
-  PVRunner pvr("./test_results/patient_variability/PatientVariabilityRunner.log");
-  pulse::study::bind::patient_variability::SimulationListData simList;
-  simList.set_outputrootdir("./test_results/patient_variability");
 
   return 0;
 }
\ No newline at end of file
-- 
GitLab


From 68322941c30a3e70bcd478d54b0c6ef6969b3280 Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Fri, 1 Apr 2022 11:55:43 -0500
Subject: [PATCH 007/115] create patient.json

---
 .../study/patient_variability/PVEngine.cpp    | 374 ++++++++++++++++++
 src/cpp/study/patient_variability/PVEngine.h  |  75 ++++
 .../study/patient_variability/PVGenerator.cpp | 287 ++++++++++++++
 .../study/patient_variability/PVGenerator.h   |  40 ++
 4 files changed, 776 insertions(+)
 create mode 100644 src/cpp/study/patient_variability/PVEngine.cpp
 create mode 100644 src/cpp/study/patient_variability/PVEngine.h
 create mode 100644 src/cpp/study/patient_variability/PVGenerator.cpp
 create mode 100644 src/cpp/study/patient_variability/PVGenerator.h

diff --git a/src/cpp/study/patient_variability/PVEngine.cpp b/src/cpp/study/patient_variability/PVEngine.cpp
new file mode 100644
index 00000000..8072a418
--- /dev/null
+++ b/src/cpp/study/patient_variability/PVEngine.cpp
@@ -0,0 +1,374 @@
+/* Distributed under the Apache License, Version 2.0.
+   See accompanying NOTICE file for details.*/
+
+#include "PVEngine.h"
+
+#include "engine/common/system/Model.h"
+#include "cdm/system/environment/SEEnvironment.h"
+#include "cdm/system/equipment/anesthesia_machine/SEAnesthesiaMachine.h"
+#include "cdm/system/equipment/bag_valve_mask/SEBagValveMask.h"
+#include "cdm/system/equipment/electrocardiogram/SEElectroCardioGram.h"
+#include "cdm/system/equipment/inhaler/SEInhaler.h"
+#include "cdm/system/equipment/mechanical_ventilator/SEMechanicalVentilator.h"
+#include "cdm/system/physiology/SEBloodChemistrySystem.h"
+#include "cdm/system/physiology/SECardiovascularSystem.h"
+#include "cdm/system/physiology/SEDrugSystem.h"
+#include "cdm/system/physiology/SEEndocrineSystem.h"
+#include "cdm/system/physiology/SEEnergySystem.h"
+#include "cdm/system/physiology/SEGastrointestinalSystem.h"
+#include "cdm/system/physiology/SEHepaticSystem.h"
+#include "cdm/system/physiology/SENervousSystem.h"
+#include "cdm/system/physiology/SERenalSystem.h"
+#include "cdm/system/physiology/SERespiratorySystem.h"
+#include "cdm/system/physiology/SETissueSystem.h"
+
+using namespace pulse;
+
+namespace pulse::study::patient_variability
+{
+  PVEngine::PVEngine(std::string const& logfile, bool cout_enabled, std::string const& data_dir) : Loggable(new Logger(logfile))
+  {
+    m_TimeStep_s = 0.02;
+    m_CurrentTime_s = 0;
+    m_SpareAdvanceTime_s = 0;
+
+    m_SubMgr = nullptr;
+
+    m_DataDir = data_dir;
+    m_SimulationData = nullptr;
+
+    myLogger = true;
+    GetLogger()->LogToConsole(cout_enabled);
+    Info("Logging to console : " + std::string(cout_enabled ? "True" : "False"));
+  }
+  PVEngine::~PVEngine()
+  {
+    DestroyEngines();
+    SAFE_DELETE(m_SimulationData);
+  }
+
+  void PVEngine::DestroyEngines()
+  {
+    m_CurrentTime_s = 0;
+    SAFE_DELETE(m_SubMgr);
+
+    DELETE_VECTOR(m_Engines);
+    m_Controllers.clear();
+  }
+
+  void PVEngine::HandleEvent(eEvent /*e*/, bool /*active*/, const SEScalarTime* /*simTime*/)
+  {
+
+  }
+
+  bool PVEngine::CreateEngine(const std::string& simulationDataStr)
+  {
+    SAFE_DELETE(m_SimulationData);
+    m_SimulationData = new pulse::study::bind::patient_variability::SimulationData();
+    SerializeFromString(simulationDataStr, *m_SimulationData);
+    return CreateEngine(*m_SimulationData);
+  }
+
+  bool PVEngine::CreateEngine(pulse::study::bind::patient_variability::SimulationData& sim)
+  {
+    try
+    {
+      if (!m_Controllers.empty())
+      {
+        Error("The controller currently has engine allocated, please reset the controller to start new set of engines");
+        return false;
+      }
+      // Figure out where to put results
+      std::string outDir = sim.outputbasefilename();
+      if (outDir.empty())
+        outDir = "";
+
+      m_SubMgr = new SESubstanceManager(GetLogger());
+      m_SubMgr->LoadSubstanceDirectory(m_DataDir);
+
+      Info("Creating " + std::to_string(sim.patientcomparisons_size()) + " patients");
+      for (int p = 0; p < sim.patientcomparisons_size(); p++)
+      {
+        Engine* pe = (Engine*)CreatePulseEngine().release();
+        Controller* pc = &pe->GetController();
+        m_Controllers.push_back(pc);
+        m_Engines.push_back(pe);
+      }
+
+      //Simulation actions here
+
+      //Info("Processing Action");
+      //ProcessAction(*m_MVC);
+      m_CurrentTime_s = 0;
+      m_SpareAdvanceTime_s = 0;
+    }
+    catch (CommonDataModelException& cdm_ex)
+    {
+      GetLogger()->Fatal("Exception caught runnning simulation " + sim.outputbasefilename());
+      GetLogger()->Fatal(cdm_ex.what());
+      std::cerr << cdm_ex.what() << std::endl;
+      return false;
+    }
+    catch (std::exception& ex)
+    {
+      GetLogger()->Fatal("Exception caught runnning simulation " + sim.outputbasefilename());
+      GetLogger()->Fatal(ex.what());
+      std::cerr << ex.what() << std::endl;
+      return false;
+    }
+    catch (...)
+    {
+      std::cerr << "Unable to run simulation " << sim.outputbasefilename() << std::endl;
+      return false;
+    }
+    Info("Engine is ready");
+    return true;
+  }
+
+  bool PVEngine::AdvanceTime(double time_s)
+  {
+    if (m_Controllers.empty())
+    {
+      Error("No engines have been allocated yet...");
+      return false;
+    }
+
+    time_s += m_SpareAdvanceTime_s;
+    int count = (int)(time_s / m_TimeStep_s);
+    m_SpareAdvanceTime_s = time_s - (count * m_TimeStep_s);
+
+    for (int i = 0; i < count; i++)
+    {
+      for (Controller* pc : m_Controllers)
+      {
+        if (pc->GetEvents().IsEventActive(eEvent::IrreversibleState))
+          return false;
+      }
+      // PreProcess
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetEnvironment()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetCardiovascular()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetInhaler()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetRespiratory()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetAnesthesiaMachine()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetMechanicalVentilator()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetGastrointestinal()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetHepatic()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetRenal()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetNervous()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetEnergy()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetEndocrine()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetDrugs()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetTissue()).PreProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetBloodChemistry()).PreProcess();
+
+      // Process
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetEnvironment()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetCardiovascular()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetInhaler()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetRespiratory()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetAnesthesiaMachine()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetMechanicalVentilator()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetGastrointestinal()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetHepatic()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetRenal()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetNervous()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetEnergy()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetEndocrine()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetDrugs()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetTissue()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetBloodChemistry()).Process();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetECG()).Process();
+
+      // PostProcess
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetEnvironment()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetCardiovascular()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetInhaler()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetRespiratory()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetAnesthesiaMachine()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetMechanicalVentilator()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetGastrointestinal()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetHepatic()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetRenal()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetNervous()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetEnergy()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetEndocrine()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetDrugs()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetTissue()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetBloodChemistry()).PostProcess();
+      for (Controller* pc : m_Controllers)
+        dynamic_cast<Model&>(pc->GetECG()).PostProcess();
+
+      // Increment Times and track data
+      for (Controller* pc : m_Controllers)
+      {
+        pc->GetEvents().UpdateEvents(pc->GetTimeStep());
+        const_cast<SEScalarTime&>(pc->GetEngineTime()).Increment(pc->GetTimeStep());
+        const_cast<SEScalarTime&>(pc->GetSimulationTime()).Increment(pc->GetTimeStep());
+        pc->GetEngineTracker().TrackData(m_CurrentTime_s);
+      }
+      m_CurrentTime_s += m_TimeStep_s;
+    }
+    return true;
+  }
+
+  bool PVEngine::ProcessAction(const SEAction& a)
+  {
+    if (m_Controllers.empty())
+    {
+      Error("No engines have been allocated yet...");
+      return false;
+    }
+    bool b = true;
+    for (Controller* pc : m_Controllers)
+      if (!pc->ProcessAction(a))
+        b = false;
+    return b;
+  }
+  bool PVEngine::ProcessActions(std::string const& actions, eSerializationFormat format)
+  {
+    if (m_Controllers.empty())
+    {
+      Error("No engines have been allocated yet...");
+      return false;
+    }
+
+    bool success = true;
+    if (actions.empty())
+      return success;
+
+    try
+    {
+      std::vector<SEAction*> vActions;
+      if (!SEActionManager::SerializeFromString(actions, vActions, format, *m_SubMgr))
+        return false;
+
+      for (const SEAction* a : vActions)
+      {
+        if (!ProcessAction(*a))
+          success = false;
+        delete a;
+      }
+    }
+    catch (CommonDataModelException& ex)
+    {
+      success = false;
+      GetLogger()->Error(ex.what());
+    }
+    catch (std::exception& ex)
+    {
+      success = false;
+      GetLogger()->Error(ex.what());
+    }
+    catch (...)
+    {
+      success = false;
+    }
+    return success;
+  }
+
+  std::string PVEngine::GetSimulationState()
+  {
+    if (!GetSimulationState(*m_SimulationData))
+      return "";
+
+    std::string content;
+    SerializeToString(*m_SimulationData, content);
+    return content;
+  }
+  bool PVEngine::GetSimulationState(pulse::study::bind::patient_variability::SimulationData& sim)
+  {
+    if (m_Controllers.empty())
+    {
+      Error("No engines have been allocated yet...");
+      return false;
+    }
+
+    for (int p = 0; p < sim.patientcomparisons_size(); p++)
+    {
+      Controller* pc = m_Controllers[p];
+
+      // Write out data
+  
+      // Update the sim
+    }
+    return true;
+  }
+
+  void PVEngine::TrackData(SEEngineTracker& trkr, const std::string& csv_filename)
+  {
+    trkr.GetDataRequestManager().SetResultsFilename(csv_filename);
+    //Create data requests
+
+    trkr.SetupRequests();
+  }
+
+  bool PVEngine::SerializeToString(pulse::study::bind::patient_variability::SimulationData& src, std::string& dst)
+  {
+    google::protobuf::util::JsonPrintOptions printOpts;
+    printOpts.add_whitespace = true;
+    printOpts.preserve_proto_field_names = true;
+    printOpts.always_print_primitive_fields = true;
+    return google::protobuf::util::MessageToJsonString(src, &dst, printOpts).ok();
+  }
+  bool PVEngine::SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::SimulationData& dst)
+  {
+    google::protobuf::util::JsonParseOptions parseOpts;
+    google::protobuf::SetLogHandler([](google::protobuf::LogLevel level, const char* filename, int line, const std::string& message)
+    {
+      std::cout << "[" << level << "] " << filename << "::" << line << " " << message;
+    });
+    google::protobuf::util::Status stat = google::protobuf::util::JsonStringToMessage(src, &dst, parseOpts);
+    if (!stat.ok())
+    {
+      std::cerr << "Unable to parse json in string : " << stat.ToString() << std::endl;
+      return false;
+    }
+    return true;
+  }
+}
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/PVEngine.h b/src/cpp/study/patient_variability/PVEngine.h
new file mode 100644
index 00000000..43d9fb3c
--- /dev/null
+++ b/src/cpp/study/patient_variability/PVEngine.h
@@ -0,0 +1,75 @@
+/* Distributed under the Apache License, Version 2.0.
+   See accompanying NOTICE file for details.*/
+
+#pragma once
+#include <thread>
+#include "PulseEngine.h"
+
+#include "engine/common/Engine.h"
+#include "engine/common/controller/Controller.h"
+#include "cdm/substance/SESubstanceManager.h"
+#include "cdm/patient/SEPatient.h"
+#include "cdm/engine/SEOverrides.h"
+#include "cdm/engine/SEEngineTracker.h"
+#include "cdm/engine/SEDataRequestManager.h"
+#include "cdm/engine/SEActionManager.h"
+#include "cdm/engine/SEPatientActionCollection.h"
+#include "cdm/engine/SEPatientConfiguration.h"
+#include "cdm/substance/SESubstanceManager.h"
+#include "cdm/utils/DataTrack.h"
+#include "cdm/utils/FileUtils.h"
+#include "cdm/utils/GeneralMath.h"
+#include "cdm/utils/TimingProfile.h"
+
+PUSH_PROTO_WARNINGS
+#include "pulse/study/bind/PatientVariability.pb.h"
+#include <google/protobuf/text_format.h>
+#include <google/protobuf/util/json_util.h>
+POP_PROTO_WARNINGS
+#include "io/protobuf/PBUtils.h"
+
+namespace pulse::study::patient_variability
+{
+  class PULSE_DECL PVEngine : public Loggable, public SEEventHandler
+  {
+    friend class PVRunner;
+    friend class PVGenerator;
+  public:
+    PVEngine(std::string const& logfile = "", bool cout_enabled = true, std::string const& data_dir = "./");
+    ~PVEngine();
+
+    bool CreateEngine(const std::string& simulationDataStr /*eSerializationFormat fmt*/);
+    bool CreateEngine(pulse::study::bind::patient_variability::SimulationData& sim);
+
+    bool AdvanceTime(double time_s);
+
+    bool ProcessAction(const SEAction& action);
+    bool ProcessActions(std::string const& actions, eSerializationFormat format);
+
+    std::string GetSimulationState(/*eSerializationFormat fmt*/);
+    bool GetSimulationState(pulse::study::bind::patient_variability::SimulationData& sim);
+
+    void DestroyEngines();
+
+    static void TrackData(SEEngineTracker& trkr, const std::string& csv_filename);
+
+    static bool SerializeToString(pulse::study::bind::patient_variability::SimulationData& src, std::string& dst /*eSerializationFormat fmt*/);
+    static bool SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::SimulationData& dst /*eSerializationFormat fmt*/);
+
+  protected:
+    void HandleEvent(eEvent e, bool active, const SEScalarTime* simTime = nullptr) override;
+
+
+    std::string m_DataDir;
+    std::vector<pulse::Engine*> m_Engines;
+    std::vector<pulse::Controller*> m_Controllers;
+
+    double                    m_TimeStep_s;
+    double                    m_CurrentTime_s;
+    double                    m_SpareAdvanceTime_s;
+    // Substances
+    SESubstanceManager* m_SubMgr;
+
+    pulse::study::bind::patient_variability::SimulationData* m_SimulationData;
+  };
+}
diff --git a/src/cpp/study/patient_variability/PVGenerator.cpp b/src/cpp/study/patient_variability/PVGenerator.cpp
new file mode 100644
index 00000000..61ec7ee3
--- /dev/null
+++ b/src/cpp/study/patient_variability/PVGenerator.cpp
@@ -0,0 +1,287 @@
+/* Distributed under the Apache License, Version 2.0.
+   See accompanying NOTICE file for details.*/
+
+#include "PVGenerator.h"
+#include "cdm/patient/SEPatient.h"
+#include "cdm/properties/SEScalarFrequency.h"
+#include "cdm/properties/SEScalarLength.h"
+#include "cdm/properties/SEScalarMass.h"
+#include "cdm/properties/SEScalarMassPerVolume.h"
+#include "cdm/properties/SEScalarTime.h"
+#include "cdm/properties/SEScalarVolume.h"
+#include "cdm/properties/SEScalarVolumePerPressure.h"
+
+namespace pulse::study::patient_variability
+{
+  PVGenerator::PVGenerator(const std::string& logfileName, const std::string& dataDir) : Loggable(logfileName)
+  {
+    m_DataDir = dataDir;
+    m_PatientList = nullptr;
+    m_CompletedPatientList = nullptr;
+  }
+  PVGenerator::~PVGenerator()
+  {
+    SAFE_DELETE(m_PatientList);
+    SAFE_DELETE(m_CompletedPatientList);
+  }
+
+  void PVGenerator::GeneratePatientList(const std::string& stateDir)
+  {
+    int id = 0;
+    SAFE_DELETE(m_PatientList);
+    m_PatientList = new pulse::study::bind::patient_variability::PatientStateListData();
+
+    enum Sex { Male=0, Female=1 };
+
+    unsigned int ageMin = 18;
+    unsigned int ageMax = 65;
+    unsigned int ageStep = 10;
+
+    // Heights in inches
+    unsigned int heightMin_male = 65;
+    unsigned int heightMax_male = 73;
+    unsigned int heightMin_female = 60;
+    unsigned int heightMax_female = 67;
+    unsigned int heightStep = 3;
+
+    double bmiMin = 18.5;
+    double bmiMax = 29;
+    double bmiStep = 3;
+
+    unsigned int hrMin = 60;
+    unsigned int hrMax = 100;
+    unsigned int hrStep = 15;
+
+    unsigned int mapMin = 70;
+    unsigned int mapMax = 100;
+    unsigned int mapStep = 10;
+
+    unsigned int pulsePressureMin = 30;
+    unsigned int pulsePressureMax = 50;
+    unsigned int pulsePressureStep = 10;
+
+    for( int sex = Male; sex <= Female; ++sex )
+    {
+      // Adjust height range based on sex
+      unsigned int heightMin = heightMin_male;
+      unsigned int heightMax = heightMax_male;
+      std::string sex_dir = "male";
+      if( sex == Female )
+      {
+        heightMin = heightMin_female;
+        heightMax = heightMax_female;
+        sex_dir = "female";
+      }
+      
+      std::string sex_path = stateDir + "/" + sex_dir;
+
+      for( unsigned int age = ageMin; age <= ageMax; age += ageStep )
+      {
+        std::string age_path = sex_path + "/yr" + std::to_string(age);
+        for( unsigned int height = heightMin; height <= heightMax; height += heightStep )
+        {
+          std::string height_path = age_path + "/in" + std::to_string(height);
+          for( double bmi = bmiMin; bmi <= bmiMax; bmi += bmiStep )
+          {
+            std::string bmi_path = height_path + "/bmi" + std::to_string(bmi);
+
+            // Convert height to meters
+            double height_cm = height * 2.54;
+
+            // Caclulate weight (kg) from height (m) and BMI
+            double weight = bmi * height_cm * height_cm * 0.0001;
+
+            for( unsigned int hr = hrMin; hr <= hrMax; hr += hrStep )
+            {
+              std::string hr_path = bmi_path + "/hr" + std::to_string(hr);
+              for( unsigned int map = mapMin; map <= mapMax; map += mapStep )
+              {
+                std::string map_path = hr_path + "/map" + std::to_string(map);
+                for( unsigned int pp = pulsePressureMin; pp <= pulsePressureMax; pp += pulsePressureStep )
+                {
+                  std::string full_dir_path = map_path + "/pp" + std::to_string(pp);
+                  CreatePath(full_dir_path);
+                  double diastolic = pp - 3 * map;
+                  double systolic = pp - diastolic;
+                  auto patientData = m_PatientList->add_patients();
+                  patientData->set_id(id);
+                  patientData->set_age(age);
+                  patientData->set_bmi(bmi);
+                  patientData->set_diastolicarterialpressure_mmhg(diastolic);
+                  patientData->set_heartrate_bpm(hr);
+                  patientData->set_height_cm(height_cm);
+                  patientData->set_meanarterialpressure_mmhg(map);
+                  patientData->set_sex((pulse::study::bind::patient_variability::PatientStateData::eSex)sex);
+                  patientData->set_systolicarterialpressure_mmhg(systolic);
+                  patientData->set_weight_kg(weight);
+
+                  SEPatient p(nullptr);
+                  p.SetName(std::to_string(id++));
+                  if(sex == Male)
+                  {
+                    p.SetSex(ePatient_Sex::Male);
+                  }
+                  else
+                  {
+                    p.SetSex(ePatient_Sex::Female);
+                  }
+                  p.GetAge().SetValue(age, TimeUnit::yr);
+                  p.GetHeight().SetValue(height_cm, LengthUnit::cm);
+                  p.GetWeight().SetValue(weight, MassUnit::kg);
+                  p.GetDiastolicArterialPressureBaseline().SetValue(diastolic, PressureUnit::mmHg);
+                  p.GetHeartRateBaseline().SetValue(hr, FrequencyUnit::Per_min);
+                  p.GetMeanArterialPressureBaseline().SetValue(map, PressureUnit::mmHg);
+                  p.GetSystolicArterialPressureBaseline().SetValue(systolic, PressureUnit::mmHg);
+                  p.SerializeToFile(full_dir_path + "/patient.json");
+                }
+              }
+            }
+          }
+        }
+      }
+    }
+  }
+
+  bool PVGenerator::Run(const std::string& stateDir, const std::string listFilename)
+  {
+    TimingProfile profiler;
+    profiler.Start("Total");
+    m_PatientStateListFile = listFilename;
+
+    GeneratePatientList(stateDir);
+    // Get the ID's of Patients we need to run
+    m_PatientsToRun.clear();
+    for (int i = 0; i < m_PatientList->patients_size(); i++)
+      m_PatientsToRun.insert(m_PatientList->patients()[i].id());
+
+    // Remove any id's we have in the results
+    SAFE_DELETE(m_CompletedPatientList);
+    m_CompletedPatientList = new pulse::study::bind::patient_variability::PatientStateListData();
+    if (FileExists(listFilename))
+    {
+      if (!SerializeFromFile(listFilename))
+        return false;
+      if (m_CompletedPatientList->patients_size() > 0)
+      {
+        Info("Found " + std::to_string(m_CompletedPatientList->patients_size()) + " previously run Patients");
+        for (int i = 0; i < m_CompletedPatientList->patients_size(); i++)
+          m_PatientsToRun.erase(m_CompletedPatientList->patients()[i].id());
+      }
+    }
+
+    size_t numPatientsToRun = m_PatientList->patients_size() - m_CompletedPatientList->patients_size();
+    if (numPatientsToRun == 0)
+    {
+      Info("All Patients are run in the results file");
+      return true;
+    }
+    size_t processor_count = std::thread::hardware_concurrency();
+    if (processor_count == 0)
+    {
+      Fatal("Unable to detect number of processors");
+      return false;
+    }
+    // Let's not kill the computer this is running on...
+    if (processor_count > 1)
+      processor_count -= 1;
+    // Let's not kick off more threads than we need
+    if (processor_count > numPatientsToRun)
+      processor_count = numPatientsToRun;
+    Info("Starting " + std::to_string(processor_count) + " Threads to generate " + std::to_string(numPatientsToRun) + " patients");
+    // Crank up our threads
+    for (size_t p = 0; p < processor_count; p++)
+      m_Threads.push_back(std::thread(&PVGenerator::ControllerLoop, this));
+
+    for (size_t p = 0; p < processor_count; p++)
+      m_Threads[p].join();
+
+    Info("It took " + cdm::to_string(profiler.GetElapsedTime_s("Total")) + "s to run this Patient list");
+    profiler.Clear();
+    return true;
+  }
+
+  void PVGenerator::ControllerLoop()
+  {
+    pulse::study::bind::patient_variability::PatientStateData* p;
+    while (true)
+    {
+      p = GetNextPatient();
+      if (p == nullptr)
+        break;
+      GenerateStabilizedPatient(*p, false);
+      FinalizePatient(*p);
+    }
+  }
+
+  bool PVGenerator::GenerateStabilizedPatient(pulse::study::bind::patient_variability::PatientStateData& pData, bool logToConsole)
+  {
+    return true;
+  }
+
+  pulse::study::bind::patient_variability::PatientStateData* PVGenerator::GetNextPatient()
+  {
+    m_mutex.lock();
+    pulse::study::bind::patient_variability::PatientStateData* p = nullptr;
+    if (!m_PatientsToRun.empty())
+    {
+      auto id = *m_PatientsToRun.begin();
+      for (int i = 0; i < m_PatientList->patients_size(); i++)
+      {
+        p = &(*m_PatientList->mutable_patients())[i];
+        if (p->id() == id)
+          break;
+      }
+      Info("Generating Patient ID " + std::to_string(id));
+      m_PatientsToRun.erase(id);
+    }
+    m_mutex.unlock();
+    return p;
+  }
+
+  void PVGenerator::FinalizePatient(pulse::study::bind::patient_variability::PatientStateData& p)
+  {
+    m_mutex.lock();
+    auto ps = m_CompletedPatientList->mutable_patients()->Add();
+    ps->CopyFrom(p);
+    SerializeToFile(*m_CompletedPatientList, m_PatientStateListFile);
+    Info("Completed Patient " + std::to_string(m_CompletedPatientList->patients_size()) + " of " + std::to_string(m_PatientList->patients_size()));
+    m_mutex.unlock();
+  }
+
+  bool PVGenerator::SerializeToString(pulse::study::bind::patient_variability::PatientStateListData& src, std::string& output, eSerializationFormat f) const
+  {
+    google::protobuf::util::JsonPrintOptions printOpts;
+    printOpts.add_whitespace = true;
+    printOpts.preserve_proto_field_names = true;
+    printOpts.always_print_primitive_fields = true;
+    if (!google::protobuf::util::MessageToJsonString(src, &output, printOpts).ok())
+    {
+      Error("Unable to serialize Patient list");
+      return false;
+    }
+    return true;
+  }
+  bool PVGenerator::SerializeToFile(pulse::study::bind::patient_variability::PatientStateListData& src, const std::string& filename) const
+  {
+    return PBUtils::SerializeToFile(src, filename, GetLogger());
+  }
+  bool PVGenerator::SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::PatientStateListData& dst, eSerializationFormat f)
+  {
+    google::protobuf::util::JsonParseOptions parseOpts;
+    google::protobuf::SetLogHandler([](google::protobuf::LogLevel level, const char* filename, int line, const std::string& message)
+    {
+      std::cout << "[" << level << "] " << filename << "::" << line << " " << message;
+    });
+    google::protobuf::util::Status stat = google::protobuf::util::JsonStringToMessage(src, &dst, parseOpts);
+    if (!stat.ok())
+    {
+      Error("Unable to parse json in string");
+      return false;
+    }
+    return true;
+  }
+  bool PVGenerator::SerializeFromFile(const std::string& filename)
+  {
+    return PBUtils::SerializeFromFile(filename, *m_CompletedPatientList, GetLogger());
+  }
+}
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/PVGenerator.h b/src/cpp/study/patient_variability/PVGenerator.h
new file mode 100644
index 00000000..fc501b55
--- /dev/null
+++ b/src/cpp/study/patient_variability/PVGenerator.h
@@ -0,0 +1,40 @@
+/* Distributed under the Apache License, Version 2.0.
+   See accompanying NOTICE file for details.*/
+
+#pragma once
+#include "PVEngine.h"
+
+namespace pulse::study::patient_variability
+{
+  class PVGenerator : public Loggable
+  {
+  public:
+    PVGenerator(const std::string& logfileName, const std::string& dataDir = ".");
+    virtual ~PVGenerator();
+
+    bool Run(const std::string& stateDir, const std::string listFilename);
+
+    static bool GenerateStabilizedPatient(pulse::study::bind::patient_variability::PatientStateData& pData, bool logToConsole);
+
+  protected:
+    bool SerializeToString(pulse::study::bind::patient_variability::PatientStateListData& src, std::string& dst, eSerializationFormat f) const;
+    bool SerializeToFile(pulse::study::bind::patient_variability::PatientStateListData& src, const std::string& filename) const;
+    bool SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::PatientStateListData& dst, eSerializationFormat f);
+    bool SerializeFromFile(const std::string& filename);
+
+    void GeneratePatientList(const std::string& stateDir);
+    void ControllerLoop();
+    void FinalizePatient(pulse::study::bind::patient_variability::PatientStateData& sim);
+    pulse::study::bind::patient_variability::PatientStateData* GetNextPatient();
+
+    std::string m_DataDir;
+    std::mutex  m_mutex;
+    bool m_Running;
+
+    std::string m_PatientStateListFile;
+    std::set<unsigned int> m_PatientsToRun;
+    std::vector<std::thread>   m_Threads;
+    pulse::study::bind::patient_variability::PatientStateListData* m_PatientList;
+    pulse::study::bind::patient_variability::PatientStateListData* m_CompletedPatientList;
+  };
+}
\ No newline at end of file
-- 
GitLab


From 1e5bd38903ed54dc548177494d77831f4fc411e6 Mon Sep 17 00:00:00 2001
From: Aaron Bray <aaron.bray@kitware.com>
Date: Fri, 1 Apr 2022 22:36:23 -0400
Subject: [PATCH 008/115] Clean up the patient variability study project Its
 not as complicated as the multiplex study, so we do not need as much
 infrastructure (nix'd PVEngine) The sys/dia pressure equation is not right...
 So far this now generates a log, csv, patient file, patient baseline file,
 updated study results (Added some infrastructure to the config to specify a
 location to write patient basline file) The csv does not have all requests
 though (see TODO)

---
 src/cpp/engine/PulseConfiguration.h           |   4 +
 .../engine/common/controller/Controller.cpp   |  14 +-
 .../engine/io/protobuf/PBConfiguration.cpp    |   3 +
 .../study/patient_variability/CMakeLists.txt  |   2 -
 .../study/patient_variability/PVEngine.cpp    | 374 ------------------
 src/cpp/study/patient_variability/PVEngine.h  |  75 ----
 .../study/patient_variability/PVGenerator.cpp | 271 ++-----------
 .../study/patient_variability/PVGenerator.h   |  56 ++-
 .../study/patient_variability/PVRunner.cpp    | 226 ++++++-----
 src/cpp/study/patient_variability/PVRunner.h  |  40 +-
 src/cpp/study/patient_variability/main.cpp    |  85 +++-
 .../pulse/engine/bind/Configuration.proto     |  33 +-
 .../pulse/study/bind/PatientVariability.proto |  64 +--
 13 files changed, 349 insertions(+), 898 deletions(-)
 delete mode 100644 src/cpp/study/patient_variability/PVEngine.cpp
 delete mode 100644 src/cpp/study/patient_variability/PVEngine.h

diff --git a/src/cpp/engine/PulseConfiguration.h b/src/cpp/engine/PulseConfiguration.h
index 6c1e145c..8c55a739 100644
--- a/src/cpp/engine/PulseConfiguration.h
+++ b/src/cpp/engine/PulseConfiguration.h
@@ -59,6 +59,9 @@ public:
   virtual bool IsWritingPatientBaselineFile() const { return m_WritePatientBaselineFile == eSwitch::On; }
   virtual void EnableWritePatientBaselineFile(eSwitch s) { m_WritePatientBaselineFile = (s == eSwitch::NullSwitch) ? eSwitch::Off : s; }
 
+  virtual void SetInitialPatientBaselineFilepath(const std::string& filepath) { m_InitialPatientBaselineFilepath = filepath; }
+  virtual std::string GetInitialPatientBaselineFilepath() { return m_InitialPatientBaselineFilepath; }
+
   virtual bool HasOverrides() const;
   virtual SEScalarProperties& GetOverrides();
   virtual const SEScalarProperties& GetOverrides() const;
@@ -73,6 +76,7 @@ protected:
   SETimedStabilization*         m_TimedStabilization;
   SEDynamicStabilization*       m_DynamicStabilization;
   eSwitch                       m_WritePatientBaselineFile;
+  std::string                   m_InitialPatientBaselineFilepath;
 
   SEScalarProperties            m_Overrides;
   SEScalarProperties            m_Modifiers;
diff --git a/src/cpp/engine/common/controller/Controller.cpp b/src/cpp/engine/common/controller/Controller.cpp
index f74e0b96..b4c54e74 100644
--- a/src/cpp/engine/common/controller/Controller.cpp
+++ b/src/cpp/engine/common/controller/Controller.cpp
@@ -422,9 +422,17 @@ namespace pulse
     // Now we can check the config
     if (m_Config->IsWritingPatientBaselineFile())
     {
-      std::string stableDir = m_DataDir + "/stable/";
-      MakeDirectory(stableDir.c_str());
-      m_CurrentPatient->SerializeToFile(stableDir + m_CurrentPatient->GetName() + ".json");
+      std::string out = m_Config->GetInitialPatientBaselineFilepath();
+      if (out.empty())
+      {
+        out = m_DataDir + "/stable/";
+        MakeDirectory(out.c_str());
+        m_CurrentPatient->SerializeToFile(out + m_CurrentPatient->GetName() + ".json");
+      }
+      else
+      {
+        m_CurrentPatient->SerializeToFile(out);
+      }
     }
 
     m_Actions->Clear();
diff --git a/src/cpp/engine/io/protobuf/PBConfiguration.cpp b/src/cpp/engine/io/protobuf/PBConfiguration.cpp
index 1932eaa0..dce19a28 100644
--- a/src/cpp/engine/io/protobuf/PBConfiguration.cpp
+++ b/src/cpp/engine/io/protobuf/PBConfiguration.cpp
@@ -56,6 +56,8 @@ namespace pulse
     }
     if (src.writepatientbaselinefile() != CDM_BIND::eSwitch::NullSwitch)
       dst.EnableWritePatientBaselineFile((eSwitch)src.writepatientbaselinefile());
+    if (!src.patientbaselinefilepath().empty())
+      dst.SetInitialPatientBaselineFilepath(src.patientbaselinefilepath());
 
     for (auto& [name, m] : src.modifiers())
       dst.GetModifiers()[name] = SEScalarPair(m.value(), m.unit());
@@ -372,6 +374,7 @@ namespace pulse
       dst.set_allocated_timestep(PBProperty::Unload(*src.m_TimeStep));
     dst.set_allowdynamictimestep((CDM_BIND::eSwitch)src.m_AllowDynamicTimeStep);
     dst.set_writepatientbaselinefile((CDM_BIND::eSwitch)src.m_WritePatientBaselineFile);
+    dst.set_patientbaselinefilepath(src.m_InitialPatientBaselineFilepath);
 
     for (auto const& [name, m] : src.GetModifiers())
     {
diff --git a/src/cpp/study/patient_variability/CMakeLists.txt b/src/cpp/study/patient_variability/CMakeLists.txt
index 88fdb43b..0ac87210 100644
--- a/src/cpp/study/patient_variability/CMakeLists.txt
+++ b/src/cpp/study/patient_variability/CMakeLists.txt
@@ -1,10 +1,8 @@
 add_library_ex(PatientVariabilityEngine
   H_FILES
-    PVEngine.h
     PVGenerator.h
     PVRunner.h
   CPP_FILES
-    PVEngine.cpp
     PVGenerator.cpp
     PVRunner.cpp
   PUBLIC_DEPENDS
diff --git a/src/cpp/study/patient_variability/PVEngine.cpp b/src/cpp/study/patient_variability/PVEngine.cpp
deleted file mode 100644
index 8072a418..00000000
--- a/src/cpp/study/patient_variability/PVEngine.cpp
+++ /dev/null
@@ -1,374 +0,0 @@
-/* Distributed under the Apache License, Version 2.0.
-   See accompanying NOTICE file for details.*/
-
-#include "PVEngine.h"
-
-#include "engine/common/system/Model.h"
-#include "cdm/system/environment/SEEnvironment.h"
-#include "cdm/system/equipment/anesthesia_machine/SEAnesthesiaMachine.h"
-#include "cdm/system/equipment/bag_valve_mask/SEBagValveMask.h"
-#include "cdm/system/equipment/electrocardiogram/SEElectroCardioGram.h"
-#include "cdm/system/equipment/inhaler/SEInhaler.h"
-#include "cdm/system/equipment/mechanical_ventilator/SEMechanicalVentilator.h"
-#include "cdm/system/physiology/SEBloodChemistrySystem.h"
-#include "cdm/system/physiology/SECardiovascularSystem.h"
-#include "cdm/system/physiology/SEDrugSystem.h"
-#include "cdm/system/physiology/SEEndocrineSystem.h"
-#include "cdm/system/physiology/SEEnergySystem.h"
-#include "cdm/system/physiology/SEGastrointestinalSystem.h"
-#include "cdm/system/physiology/SEHepaticSystem.h"
-#include "cdm/system/physiology/SENervousSystem.h"
-#include "cdm/system/physiology/SERenalSystem.h"
-#include "cdm/system/physiology/SERespiratorySystem.h"
-#include "cdm/system/physiology/SETissueSystem.h"
-
-using namespace pulse;
-
-namespace pulse::study::patient_variability
-{
-  PVEngine::PVEngine(std::string const& logfile, bool cout_enabled, std::string const& data_dir) : Loggable(new Logger(logfile))
-  {
-    m_TimeStep_s = 0.02;
-    m_CurrentTime_s = 0;
-    m_SpareAdvanceTime_s = 0;
-
-    m_SubMgr = nullptr;
-
-    m_DataDir = data_dir;
-    m_SimulationData = nullptr;
-
-    myLogger = true;
-    GetLogger()->LogToConsole(cout_enabled);
-    Info("Logging to console : " + std::string(cout_enabled ? "True" : "False"));
-  }
-  PVEngine::~PVEngine()
-  {
-    DestroyEngines();
-    SAFE_DELETE(m_SimulationData);
-  }
-
-  void PVEngine::DestroyEngines()
-  {
-    m_CurrentTime_s = 0;
-    SAFE_DELETE(m_SubMgr);
-
-    DELETE_VECTOR(m_Engines);
-    m_Controllers.clear();
-  }
-
-  void PVEngine::HandleEvent(eEvent /*e*/, bool /*active*/, const SEScalarTime* /*simTime*/)
-  {
-
-  }
-
-  bool PVEngine::CreateEngine(const std::string& simulationDataStr)
-  {
-    SAFE_DELETE(m_SimulationData);
-    m_SimulationData = new pulse::study::bind::patient_variability::SimulationData();
-    SerializeFromString(simulationDataStr, *m_SimulationData);
-    return CreateEngine(*m_SimulationData);
-  }
-
-  bool PVEngine::CreateEngine(pulse::study::bind::patient_variability::SimulationData& sim)
-  {
-    try
-    {
-      if (!m_Controllers.empty())
-      {
-        Error("The controller currently has engine allocated, please reset the controller to start new set of engines");
-        return false;
-      }
-      // Figure out where to put results
-      std::string outDir = sim.outputbasefilename();
-      if (outDir.empty())
-        outDir = "";
-
-      m_SubMgr = new SESubstanceManager(GetLogger());
-      m_SubMgr->LoadSubstanceDirectory(m_DataDir);
-
-      Info("Creating " + std::to_string(sim.patientcomparisons_size()) + " patients");
-      for (int p = 0; p < sim.patientcomparisons_size(); p++)
-      {
-        Engine* pe = (Engine*)CreatePulseEngine().release();
-        Controller* pc = &pe->GetController();
-        m_Controllers.push_back(pc);
-        m_Engines.push_back(pe);
-      }
-
-      //Simulation actions here
-
-      //Info("Processing Action");
-      //ProcessAction(*m_MVC);
-      m_CurrentTime_s = 0;
-      m_SpareAdvanceTime_s = 0;
-    }
-    catch (CommonDataModelException& cdm_ex)
-    {
-      GetLogger()->Fatal("Exception caught runnning simulation " + sim.outputbasefilename());
-      GetLogger()->Fatal(cdm_ex.what());
-      std::cerr << cdm_ex.what() << std::endl;
-      return false;
-    }
-    catch (std::exception& ex)
-    {
-      GetLogger()->Fatal("Exception caught runnning simulation " + sim.outputbasefilename());
-      GetLogger()->Fatal(ex.what());
-      std::cerr << ex.what() << std::endl;
-      return false;
-    }
-    catch (...)
-    {
-      std::cerr << "Unable to run simulation " << sim.outputbasefilename() << std::endl;
-      return false;
-    }
-    Info("Engine is ready");
-    return true;
-  }
-
-  bool PVEngine::AdvanceTime(double time_s)
-  {
-    if (m_Controllers.empty())
-    {
-      Error("No engines have been allocated yet...");
-      return false;
-    }
-
-    time_s += m_SpareAdvanceTime_s;
-    int count = (int)(time_s / m_TimeStep_s);
-    m_SpareAdvanceTime_s = time_s - (count * m_TimeStep_s);
-
-    for (int i = 0; i < count; i++)
-    {
-      for (Controller* pc : m_Controllers)
-      {
-        if (pc->GetEvents().IsEventActive(eEvent::IrreversibleState))
-          return false;
-      }
-      // PreProcess
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetEnvironment()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetCardiovascular()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetInhaler()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetRespiratory()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetAnesthesiaMachine()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetMechanicalVentilator()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetGastrointestinal()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetHepatic()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetRenal()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetNervous()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetEnergy()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetEndocrine()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetDrugs()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetTissue()).PreProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetBloodChemistry()).PreProcess();
-
-      // Process
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetEnvironment()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetCardiovascular()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetInhaler()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetRespiratory()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetAnesthesiaMachine()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetMechanicalVentilator()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetGastrointestinal()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetHepatic()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetRenal()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetNervous()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetEnergy()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetEndocrine()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetDrugs()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetTissue()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetBloodChemistry()).Process();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetECG()).Process();
-
-      // PostProcess
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetEnvironment()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetCardiovascular()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetInhaler()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetRespiratory()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetAnesthesiaMachine()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetMechanicalVentilator()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetGastrointestinal()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetHepatic()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetRenal()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetNervous()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetEnergy()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetEndocrine()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetDrugs()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetTissue()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetBloodChemistry()).PostProcess();
-      for (Controller* pc : m_Controllers)
-        dynamic_cast<Model&>(pc->GetECG()).PostProcess();
-
-      // Increment Times and track data
-      for (Controller* pc : m_Controllers)
-      {
-        pc->GetEvents().UpdateEvents(pc->GetTimeStep());
-        const_cast<SEScalarTime&>(pc->GetEngineTime()).Increment(pc->GetTimeStep());
-        const_cast<SEScalarTime&>(pc->GetSimulationTime()).Increment(pc->GetTimeStep());
-        pc->GetEngineTracker().TrackData(m_CurrentTime_s);
-      }
-      m_CurrentTime_s += m_TimeStep_s;
-    }
-    return true;
-  }
-
-  bool PVEngine::ProcessAction(const SEAction& a)
-  {
-    if (m_Controllers.empty())
-    {
-      Error("No engines have been allocated yet...");
-      return false;
-    }
-    bool b = true;
-    for (Controller* pc : m_Controllers)
-      if (!pc->ProcessAction(a))
-        b = false;
-    return b;
-  }
-  bool PVEngine::ProcessActions(std::string const& actions, eSerializationFormat format)
-  {
-    if (m_Controllers.empty())
-    {
-      Error("No engines have been allocated yet...");
-      return false;
-    }
-
-    bool success = true;
-    if (actions.empty())
-      return success;
-
-    try
-    {
-      std::vector<SEAction*> vActions;
-      if (!SEActionManager::SerializeFromString(actions, vActions, format, *m_SubMgr))
-        return false;
-
-      for (const SEAction* a : vActions)
-      {
-        if (!ProcessAction(*a))
-          success = false;
-        delete a;
-      }
-    }
-    catch (CommonDataModelException& ex)
-    {
-      success = false;
-      GetLogger()->Error(ex.what());
-    }
-    catch (std::exception& ex)
-    {
-      success = false;
-      GetLogger()->Error(ex.what());
-    }
-    catch (...)
-    {
-      success = false;
-    }
-    return success;
-  }
-
-  std::string PVEngine::GetSimulationState()
-  {
-    if (!GetSimulationState(*m_SimulationData))
-      return "";
-
-    std::string content;
-    SerializeToString(*m_SimulationData, content);
-    return content;
-  }
-  bool PVEngine::GetSimulationState(pulse::study::bind::patient_variability::SimulationData& sim)
-  {
-    if (m_Controllers.empty())
-    {
-      Error("No engines have been allocated yet...");
-      return false;
-    }
-
-    for (int p = 0; p < sim.patientcomparisons_size(); p++)
-    {
-      Controller* pc = m_Controllers[p];
-
-      // Write out data
-  
-      // Update the sim
-    }
-    return true;
-  }
-
-  void PVEngine::TrackData(SEEngineTracker& trkr, const std::string& csv_filename)
-  {
-    trkr.GetDataRequestManager().SetResultsFilename(csv_filename);
-    //Create data requests
-
-    trkr.SetupRequests();
-  }
-
-  bool PVEngine::SerializeToString(pulse::study::bind::patient_variability::SimulationData& src, std::string& dst)
-  {
-    google::protobuf::util::JsonPrintOptions printOpts;
-    printOpts.add_whitespace = true;
-    printOpts.preserve_proto_field_names = true;
-    printOpts.always_print_primitive_fields = true;
-    return google::protobuf::util::MessageToJsonString(src, &dst, printOpts).ok();
-  }
-  bool PVEngine::SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::SimulationData& dst)
-  {
-    google::protobuf::util::JsonParseOptions parseOpts;
-    google::protobuf::SetLogHandler([](google::protobuf::LogLevel level, const char* filename, int line, const std::string& message)
-    {
-      std::cout << "[" << level << "] " << filename << "::" << line << " " << message;
-    });
-    google::protobuf::util::Status stat = google::protobuf::util::JsonStringToMessage(src, &dst, parseOpts);
-    if (!stat.ok())
-    {
-      std::cerr << "Unable to parse json in string : " << stat.ToString() << std::endl;
-      return false;
-    }
-    return true;
-  }
-}
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/PVEngine.h b/src/cpp/study/patient_variability/PVEngine.h
deleted file mode 100644
index 43d9fb3c..00000000
--- a/src/cpp/study/patient_variability/PVEngine.h
+++ /dev/null
@@ -1,75 +0,0 @@
-/* Distributed under the Apache License, Version 2.0.
-   See accompanying NOTICE file for details.*/
-
-#pragma once
-#include <thread>
-#include "PulseEngine.h"
-
-#include "engine/common/Engine.h"
-#include "engine/common/controller/Controller.h"
-#include "cdm/substance/SESubstanceManager.h"
-#include "cdm/patient/SEPatient.h"
-#include "cdm/engine/SEOverrides.h"
-#include "cdm/engine/SEEngineTracker.h"
-#include "cdm/engine/SEDataRequestManager.h"
-#include "cdm/engine/SEActionManager.h"
-#include "cdm/engine/SEPatientActionCollection.h"
-#include "cdm/engine/SEPatientConfiguration.h"
-#include "cdm/substance/SESubstanceManager.h"
-#include "cdm/utils/DataTrack.h"
-#include "cdm/utils/FileUtils.h"
-#include "cdm/utils/GeneralMath.h"
-#include "cdm/utils/TimingProfile.h"
-
-PUSH_PROTO_WARNINGS
-#include "pulse/study/bind/PatientVariability.pb.h"
-#include <google/protobuf/text_format.h>
-#include <google/protobuf/util/json_util.h>
-POP_PROTO_WARNINGS
-#include "io/protobuf/PBUtils.h"
-
-namespace pulse::study::patient_variability
-{
-  class PULSE_DECL PVEngine : public Loggable, public SEEventHandler
-  {
-    friend class PVRunner;
-    friend class PVGenerator;
-  public:
-    PVEngine(std::string const& logfile = "", bool cout_enabled = true, std::string const& data_dir = "./");
-    ~PVEngine();
-
-    bool CreateEngine(const std::string& simulationDataStr /*eSerializationFormat fmt*/);
-    bool CreateEngine(pulse::study::bind::patient_variability::SimulationData& sim);
-
-    bool AdvanceTime(double time_s);
-
-    bool ProcessAction(const SEAction& action);
-    bool ProcessActions(std::string const& actions, eSerializationFormat format);
-
-    std::string GetSimulationState(/*eSerializationFormat fmt*/);
-    bool GetSimulationState(pulse::study::bind::patient_variability::SimulationData& sim);
-
-    void DestroyEngines();
-
-    static void TrackData(SEEngineTracker& trkr, const std::string& csv_filename);
-
-    static bool SerializeToString(pulse::study::bind::patient_variability::SimulationData& src, std::string& dst /*eSerializationFormat fmt*/);
-    static bool SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::SimulationData& dst /*eSerializationFormat fmt*/);
-
-  protected:
-    void HandleEvent(eEvent e, bool active, const SEScalarTime* simTime = nullptr) override;
-
-
-    std::string m_DataDir;
-    std::vector<pulse::Engine*> m_Engines;
-    std::vector<pulse::Controller*> m_Controllers;
-
-    double                    m_TimeStep_s;
-    double                    m_CurrentTime_s;
-    double                    m_SpareAdvanceTime_s;
-    // Substances
-    SESubstanceManager* m_SubMgr;
-
-    pulse::study::bind::patient_variability::SimulationData* m_SimulationData;
-  };
-}
diff --git a/src/cpp/study/patient_variability/PVGenerator.cpp b/src/cpp/study/patient_variability/PVGenerator.cpp
index 61ec7ee3..e5d24630 100644
--- a/src/cpp/study/patient_variability/PVGenerator.cpp
+++ b/src/cpp/study/patient_variability/PVGenerator.cpp
@@ -13,126 +13,81 @@
 
 namespace pulse::study::patient_variability
 {
-  PVGenerator::PVGenerator(const std::string& logfileName, const std::string& dataDir) : Loggable(logfileName)
+  PVGenerator::PVGenerator(Logger* logger) : Loggable(logger)
   {
-    m_DataDir = dataDir;
-    m_PatientList = nullptr;
-    m_CompletedPatientList = nullptr;
   }
   PVGenerator::~PVGenerator()
   {
-    SAFE_DELETE(m_PatientList);
-    SAFE_DELETE(m_CompletedPatientList);
   }
 
-  void PVGenerator::GeneratePatientList(const std::string& stateDir)
+  void PVGenerator::GeneratePatientList(pulse::study::bind::patient_variability::PatientStateListData& pData)
   {
     int id = 0;
-    SAFE_DELETE(m_PatientList);
-    m_PatientList = new pulse::study::bind::patient_variability::PatientStateListData();
 
     enum Sex { Male=0, Female=1 };
 
-    unsigned int ageMin = 18;
-    unsigned int ageMax = 65;
-    unsigned int ageStep = 10;
-
-    // Heights in inches
-    unsigned int heightMin_male = 65;
-    unsigned int heightMax_male = 73;
-    unsigned int heightMin_female = 60;
-    unsigned int heightMax_female = 67;
-    unsigned int heightStep = 3;
-
-    double bmiMin = 18.5;
-    double bmiMax = 29;
-    double bmiStep = 3;
-
-    unsigned int hrMin = 60;
-    unsigned int hrMax = 100;
-    unsigned int hrStep = 15;
-
-    unsigned int mapMin = 70;
-    unsigned int mapMax = 100;
-    unsigned int mapStep = 10;
-
-    unsigned int pulsePressureMin = 30;
-    unsigned int pulsePressureMax = 50;
-    unsigned int pulsePressureStep = 10;
-
     for( int sex = Male; sex <= Female; ++sex )
     {
       // Adjust height range based on sex
-      unsigned int heightMin = heightMin_male;
-      unsigned int heightMax = heightMax_male;
+      unsigned int heightMin_cm = heightMaleMin_cm;
+      unsigned int heightMax_cm = heightMaleMax_cm;
       std::string sex_dir = "male";
       if( sex == Female )
       {
-        heightMin = heightMin_female;
-        heightMax = heightMax_female;
+        heightMin_cm = heightFemaleMin_cm;
+        heightMax_cm = heightFemaleMax_cm;
         sex_dir = "female";
       }
-      
-      std::string sex_path = stateDir + "/" + sex_dir;
 
-      for( unsigned int age = ageMin; age <= ageMax; age += ageStep )
+      std::string sex_path = "/" + sex_dir;
+
+      for( unsigned int age_yr = ageMin_yr; age_yr <= ageMax_yr; age_yr += ageStep_yr )
       {
-        std::string age_path = sex_path + "/yr" + std::to_string(age);
-        for( unsigned int height = heightMin; height <= heightMax; height += heightStep )
+        std::string age_path = sex_path + "/age_yr" + std::to_string(age_yr);
+
+        for( unsigned int height_cm = heightMin_cm; height_cm <= heightMax_cm; height_cm += heightStep_cm )
         {
-          std::string height_path = age_path + "/in" + std::to_string(height);
+          std::string height_path = age_path + "/height_cm" + std::to_string(height_cm);
+
           for( double bmi = bmiMin; bmi <= bmiMax; bmi += bmiStep )
           {
-            std::string bmi_path = height_path + "/bmi" + std::to_string(bmi);
+            std::string bmi_path = height_path + "/bmi" + pulse::cdm::to_string(bmi);
 
-            // Convert height to meters
-            double height_cm = height * 2.54;
+            // BMI = kg/m2
+            // kg = BMI * m2
+            double height_m = Convert(height_cm, LengthUnit::cm, LengthUnit::m);
 
             // Caclulate weight (kg) from height (m) and BMI
-            double weight = bmi * height_cm * height_cm * 0.0001;
+            double weight_kg = bmi * height_m * height_m;
 
-            for( unsigned int hr = hrMin; hr <= hrMax; hr += hrStep )
+            for( unsigned int hr_bpm = hrMin_bpm; hr_bpm <= hrMax_bpm; hr_bpm += hrStep_bpm )
             {
-              std::string hr_path = bmi_path + "/hr" + std::to_string(hr);
-              for( unsigned int map = mapMin; map <= mapMax; map += mapStep )
+              std::string hr_path = bmi_path + "/hr_bpm" + std::to_string(hr_bpm);
+
+              for( unsigned int map_mmHg = mapMin_mmHg; map_mmHg <= mapMax_mmHg; map_mmHg += mapStep_mmHg )
               {
-                std::string map_path = hr_path + "/map" + std::to_string(map);
-                for( unsigned int pp = pulsePressureMin; pp <= pulsePressureMax; pp += pulsePressureStep )
+                std::string map_path = hr_path + "/map_mmHg" + std::to_string(map_mmHg);
+
+                for( unsigned int pp_mmHg = pulsePressureMin_mmHg; pp_mmHg <= pulsePressureMax_mmHg; pp_mmHg += pulsePressureStep_mmHg )
                 {
-                  std::string full_dir_path = map_path + "/pp" + std::to_string(pp);
-                  CreatePath(full_dir_path);
-                  double diastolic = pp - 3 * map;
-                  double systolic = pp - diastolic;
-                  auto patientData = m_PatientList->add_patients();
+                  std::string full_dir_path = map_path + "/pp_mmHg" + std::to_string(pp_mmHg);
+
+                  // systolic - diastolic = pulse pressure
+                  // MAP = (systolic - 2 * diastolic) / 3
+
+                  //double diastolic_mmHg = pp_mmHg - 3 * map_mmHg;
+                  //double systolic_mmHg  = pp_mmHg - diastolic_mmHg;
+                  auto patientData = pData.add_patient();
                   patientData->set_id(id);
-                  patientData->set_age(age);
-                  patientData->set_bmi(bmi);
-                  patientData->set_diastolicarterialpressure_mmhg(diastolic);
-                  patientData->set_heartrate_bpm(hr);
+                  patientData->set_sex((pulse::cdm::bind::PatientData_eSex)sex);
+                  patientData->set_age_yr(age_yr);
                   patientData->set_height_cm(height_cm);
-                  patientData->set_meanarterialpressure_mmhg(map);
-                  patientData->set_sex((pulse::study::bind::patient_variability::PatientStateData::eSex)sex);
-                  patientData->set_systolicarterialpressure_mmhg(systolic);
-                  patientData->set_weight_kg(weight);
-
-                  SEPatient p(nullptr);
-                  p.SetName(std::to_string(id++));
-                  if(sex == Male)
-                  {
-                    p.SetSex(ePatient_Sex::Male);
-                  }
-                  else
-                  {
-                    p.SetSex(ePatient_Sex::Female);
-                  }
-                  p.GetAge().SetValue(age, TimeUnit::yr);
-                  p.GetHeight().SetValue(height_cm, LengthUnit::cm);
-                  p.GetWeight().SetValue(weight, MassUnit::kg);
-                  p.GetDiastolicArterialPressureBaseline().SetValue(diastolic, PressureUnit::mmHg);
-                  p.GetHeartRateBaseline().SetValue(hr, FrequencyUnit::Per_min);
-                  p.GetMeanArterialPressureBaseline().SetValue(map, PressureUnit::mmHg);
-                  p.GetSystolicArterialPressureBaseline().SetValue(systolic, PressureUnit::mmHg);
-                  p.SerializeToFile(full_dir_path + "/patient.json");
+                  patientData->set_weight_kg(weight_kg);
+                  patientData->set_bmi(bmi);
+                  patientData->set_heartrate_bpm(hr_bpm);
+                  //patientData->set_diastolicarterialpressure_mmhg(diastolic_mmHg);
+                  //patientData->set_systolicarterialpressure_mmhg(systolic_mmHg);
+                  patientData->set_outputbasefilename(full_dir_path);
                 }
               }
             }
@@ -142,146 +97,4 @@ namespace pulse::study::patient_variability
     }
   }
 
-  bool PVGenerator::Run(const std::string& stateDir, const std::string listFilename)
-  {
-    TimingProfile profiler;
-    profiler.Start("Total");
-    m_PatientStateListFile = listFilename;
-
-    GeneratePatientList(stateDir);
-    // Get the ID's of Patients we need to run
-    m_PatientsToRun.clear();
-    for (int i = 0; i < m_PatientList->patients_size(); i++)
-      m_PatientsToRun.insert(m_PatientList->patients()[i].id());
-
-    // Remove any id's we have in the results
-    SAFE_DELETE(m_CompletedPatientList);
-    m_CompletedPatientList = new pulse::study::bind::patient_variability::PatientStateListData();
-    if (FileExists(listFilename))
-    {
-      if (!SerializeFromFile(listFilename))
-        return false;
-      if (m_CompletedPatientList->patients_size() > 0)
-      {
-        Info("Found " + std::to_string(m_CompletedPatientList->patients_size()) + " previously run Patients");
-        for (int i = 0; i < m_CompletedPatientList->patients_size(); i++)
-          m_PatientsToRun.erase(m_CompletedPatientList->patients()[i].id());
-      }
-    }
-
-    size_t numPatientsToRun = m_PatientList->patients_size() - m_CompletedPatientList->patients_size();
-    if (numPatientsToRun == 0)
-    {
-      Info("All Patients are run in the results file");
-      return true;
-    }
-    size_t processor_count = std::thread::hardware_concurrency();
-    if (processor_count == 0)
-    {
-      Fatal("Unable to detect number of processors");
-      return false;
-    }
-    // Let's not kill the computer this is running on...
-    if (processor_count > 1)
-      processor_count -= 1;
-    // Let's not kick off more threads than we need
-    if (processor_count > numPatientsToRun)
-      processor_count = numPatientsToRun;
-    Info("Starting " + std::to_string(processor_count) + " Threads to generate " + std::to_string(numPatientsToRun) + " patients");
-    // Crank up our threads
-    for (size_t p = 0; p < processor_count; p++)
-      m_Threads.push_back(std::thread(&PVGenerator::ControllerLoop, this));
-
-    for (size_t p = 0; p < processor_count; p++)
-      m_Threads[p].join();
-
-    Info("It took " + cdm::to_string(profiler.GetElapsedTime_s("Total")) + "s to run this Patient list");
-    profiler.Clear();
-    return true;
-  }
-
-  void PVGenerator::ControllerLoop()
-  {
-    pulse::study::bind::patient_variability::PatientStateData* p;
-    while (true)
-    {
-      p = GetNextPatient();
-      if (p == nullptr)
-        break;
-      GenerateStabilizedPatient(*p, false);
-      FinalizePatient(*p);
-    }
-  }
-
-  bool PVGenerator::GenerateStabilizedPatient(pulse::study::bind::patient_variability::PatientStateData& pData, bool logToConsole)
-  {
-    return true;
-  }
-
-  pulse::study::bind::patient_variability::PatientStateData* PVGenerator::GetNextPatient()
-  {
-    m_mutex.lock();
-    pulse::study::bind::patient_variability::PatientStateData* p = nullptr;
-    if (!m_PatientsToRun.empty())
-    {
-      auto id = *m_PatientsToRun.begin();
-      for (int i = 0; i < m_PatientList->patients_size(); i++)
-      {
-        p = &(*m_PatientList->mutable_patients())[i];
-        if (p->id() == id)
-          break;
-      }
-      Info("Generating Patient ID " + std::to_string(id));
-      m_PatientsToRun.erase(id);
-    }
-    m_mutex.unlock();
-    return p;
-  }
-
-  void PVGenerator::FinalizePatient(pulse::study::bind::patient_variability::PatientStateData& p)
-  {
-    m_mutex.lock();
-    auto ps = m_CompletedPatientList->mutable_patients()->Add();
-    ps->CopyFrom(p);
-    SerializeToFile(*m_CompletedPatientList, m_PatientStateListFile);
-    Info("Completed Patient " + std::to_string(m_CompletedPatientList->patients_size()) + " of " + std::to_string(m_PatientList->patients_size()));
-    m_mutex.unlock();
-  }
-
-  bool PVGenerator::SerializeToString(pulse::study::bind::patient_variability::PatientStateListData& src, std::string& output, eSerializationFormat f) const
-  {
-    google::protobuf::util::JsonPrintOptions printOpts;
-    printOpts.add_whitespace = true;
-    printOpts.preserve_proto_field_names = true;
-    printOpts.always_print_primitive_fields = true;
-    if (!google::protobuf::util::MessageToJsonString(src, &output, printOpts).ok())
-    {
-      Error("Unable to serialize Patient list");
-      return false;
-    }
-    return true;
-  }
-  bool PVGenerator::SerializeToFile(pulse::study::bind::patient_variability::PatientStateListData& src, const std::string& filename) const
-  {
-    return PBUtils::SerializeToFile(src, filename, GetLogger());
-  }
-  bool PVGenerator::SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::PatientStateListData& dst, eSerializationFormat f)
-  {
-    google::protobuf::util::JsonParseOptions parseOpts;
-    google::protobuf::SetLogHandler([](google::protobuf::LogLevel level, const char* filename, int line, const std::string& message)
-    {
-      std::cout << "[" << level << "] " << filename << "::" << line << " " << message;
-    });
-    google::protobuf::util::Status stat = google::protobuf::util::JsonStringToMessage(src, &dst, parseOpts);
-    if (!stat.ok())
-    {
-      Error("Unable to parse json in string");
-      return false;
-    }
-    return true;
-  }
-  bool PVGenerator::SerializeFromFile(const std::string& filename)
-  {
-    return PBUtils::SerializeFromFile(filename, *m_CompletedPatientList, GetLogger());
-  }
 }
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/PVGenerator.h b/src/cpp/study/patient_variability/PVGenerator.h
index fc501b55..bacd03e5 100644
--- a/src/cpp/study/patient_variability/PVGenerator.h
+++ b/src/cpp/study/patient_variability/PVGenerator.h
@@ -2,39 +2,53 @@
    See accompanying NOTICE file for details.*/
 
 #pragma once
-#include "PVEngine.h"
+
+#pragma once
+#include "PulseEngine.h"
+#include "cdm/patient/SEPatient.h"
+
+PUSH_PROTO_WARNINGS
+#include "pulse/cdm/bind/Patient.pb.h"
+#include "pulse/study/bind/PatientVariability.pb.h"
+#include <google/protobuf/text_format.h>
+#include <google/protobuf/util/json_util.h>
+POP_PROTO_WARNINGS
+#include "io/protobuf/PBUtils.h"
 
 namespace pulse::study::patient_variability
 {
   class PVGenerator : public Loggable
   {
   public:
-    PVGenerator(const std::string& logfileName, const std::string& dataDir = ".");
+    PVGenerator(Logger* logger=nullptr);
     virtual ~PVGenerator();
 
-    bool Run(const std::string& stateDir, const std::string listFilename);
+    unsigned int ageMin_yr = 18;
+    unsigned int ageMax_yr = 65;
+    unsigned int ageStep_yr = 10;
+
+    unsigned int heightMaleMin_cm = 165;
+    unsigned int heightMaleMax_cm = 186;
+    unsigned int heightFemaleMin_cm = 153;
+    unsigned int heightFemaleMax_cm = 170;
+    unsigned int heightStep_cm = 7;
 
-    static bool GenerateStabilizedPatient(pulse::study::bind::patient_variability::PatientStateData& pData, bool logToConsole);
+    double bmiMin = 18.5;
+    double bmiMax = 29;
+    double bmiStep = 3;
 
-  protected:
-    bool SerializeToString(pulse::study::bind::patient_variability::PatientStateListData& src, std::string& dst, eSerializationFormat f) const;
-    bool SerializeToFile(pulse::study::bind::patient_variability::PatientStateListData& src, const std::string& filename) const;
-    bool SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::PatientStateListData& dst, eSerializationFormat f);
-    bool SerializeFromFile(const std::string& filename);
+    unsigned int hrMin_bpm = 60;
+    unsigned int hrMax_bpm = 100;
+    unsigned int hrStep_bpm = 15;
 
-    void GeneratePatientList(const std::string& stateDir);
-    void ControllerLoop();
-    void FinalizePatient(pulse::study::bind::patient_variability::PatientStateData& sim);
-    pulse::study::bind::patient_variability::PatientStateData* GetNextPatient();
+    unsigned int mapMin_mmHg = 70;
+    unsigned int mapMax_mmHg = 100;
+    unsigned int mapStep_mmHg = 10;
 
-    std::string m_DataDir;
-    std::mutex  m_mutex;
-    bool m_Running;
+    unsigned int pulsePressureMin_mmHg = 30;
+    unsigned int pulsePressureMax_mmHg = 50;
+    unsigned int pulsePressureStep_mmHg = 10;
 
-    std::string m_PatientStateListFile;
-    std::set<unsigned int> m_PatientsToRun;
-    std::vector<std::thread>   m_Threads;
-    pulse::study::bind::patient_variability::PatientStateListData* m_PatientList;
-    pulse::study::bind::patient_variability::PatientStateListData* m_CompletedPatientList;
+    void GeneratePatientList(pulse::study::bind::patient_variability::PatientStateListData& pData);
   };
 }
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/PVRunner.cpp b/src/cpp/study/patient_variability/PVRunner.cpp
index 9213ca94..0207e0ed 100644
--- a/src/cpp/study/patient_variability/PVRunner.cpp
+++ b/src/cpp/study/patient_variability/PVRunner.cpp
@@ -3,56 +3,72 @@
 
 #include "PVRunner.h"
 
+#include "engine/PulseConfiguration.h"
+
+#include "cdm/patient/SEPatient.h"
+#include "cdm/engine/SEEngineTracker.h"
+#include "cdm/engine/SEDataRequestManager.h"
+#include "cdm/engine/SEPatientConfiguration.h"
+#include "cdm/utils/DataTrack.h"
+#include "cdm/utils/FileUtils.h"
+#include "cdm/utils/GeneralMath.h"
+#include "cdm/utils/TimingProfile.h"
+#include "cdm/properties/SEScalarFrequency.h"
+#include "cdm/properties/SEScalarLength.h"
+#include "cdm/properties/SEScalarMass.h"
+#include "cdm/properties/SEScalarPressure.h"
+
 using namespace pulse;
 
 namespace pulse::study::patient_variability
 {
-  PVRunner::PVRunner(const std::string& logfileName, const std::string& dataDir) : Loggable(logfileName)
+  PVRunner::PVRunner(Logger* logger) : Loggable(logger)
   {
-    m_DataDir = dataDir;
-    m_SimulationList = nullptr;
-    m_SimulationResultsList = nullptr;
+    m_PatientList = nullptr;
+    m_PatientResultsList = nullptr;
   }
   PVRunner::~PVRunner()
   {
-    SAFE_DELETE(m_SimulationList);
-    SAFE_DELETE(m_SimulationResultsList);
+    SAFE_DELETE(m_PatientList);
+    SAFE_DELETE(m_PatientResultsList);
   }
 
-  bool PVRunner::Run(pulse::study::bind::patient_variability::SimulationListData& simList, const std::string& resultsFilename)
+  bool PVRunner::Run(pulse::study::bind::patient_variability::PatientStateListData& simList, const std::string& rootDir)
   {
-    m_SimulationResultsListFile = simList.outputrootdir() + "/" + resultsFilename;
-    SAFE_DELETE(m_SimulationList);
-    SAFE_DELETE(m_SimulationResultsList);
-    m_SimulationList = &simList;
-    m_SimulationResultsList = new pulse::study::bind::patient_variability::SimulationListData();
-    if (FileExists(m_SimulationResultsListFile))
+    m_RootDir = rootDir;
+    m_PatientResultsListFile = rootDir + "/patient_results.json";
+    SAFE_DELETE(m_PatientList);
+    SAFE_DELETE(m_PatientResultsList);
+    m_PatientList = &simList;
+    m_PatientResultsList = new pulse::study::bind::patient_variability::PatientStateListData();
+    if (FileExists(m_PatientResultsListFile))
     {
-      if (!SerializeFromFile(m_SimulationResultsListFile, *m_SimulationResultsList, eSerializationFormat::JSON))
+      if (!SerializeFromFile(m_PatientResultsListFile, *m_PatientResultsList))
       {
         GetLogger()->Warning("Unable to read found results file");
       }
     }
     bool b = Run();
-    m_SimulationList = nullptr;
-    SAFE_DELETE(m_SimulationResultsList);
+    m_PatientList = nullptr;
+    SAFE_DELETE(m_PatientResultsList);
     return b;
   }
 
-  bool PVRunner::Run(const std::string& filename, eSerializationFormat f)
+  bool PVRunner::Run(const std::string& filename, const std::string& rootDir)
   {
-    SAFE_DELETE(m_SimulationList);
-    SAFE_DELETE(m_SimulationResultsList);
-    m_SimulationList = new pulse::study::bind::patient_variability::SimulationListData();
-    m_SimulationResultsList = new pulse::study::bind::patient_variability::SimulationListData();
+    m_RootDir = rootDir;
+    SAFE_DELETE(m_PatientList);
+    SAFE_DELETE(m_PatientResultsList);
+    m_PatientList = new pulse::study::bind::patient_variability::PatientStateListData();
+    m_PatientResultsList = new pulse::study::bind::patient_variability::PatientStateListData();
 
-    if (!SerializeFromFile(filename, *m_SimulationList, eSerializationFormat::JSON))
+    if (!SerializeFromFile(filename, *m_PatientList))
       return false;
     // Let's try to read in a results file
-    m_SimulationResultsListFile = filename.substr(0, filename.length() - 5) + "_results.json";
-    if (FileExists(m_SimulationResultsListFile))
+    m_PatientResultsListFile = rootDir + "/patient_results.json";
+    if (FileExists(m_PatientResultsListFile))
     {
-      if (!SerializeFromFile(m_SimulationResultsListFile, *m_SimulationResultsList, eSerializationFormat::JSON))
+      if (!SerializeFromFile(m_PatientResultsListFile, *m_PatientResultsList))
       {
         GetLogger()->Warning("Unable to read found results file");
       }
@@ -64,25 +80,25 @@ namespace pulse::study::patient_variability
     TimingProfile profiler;
     profiler.Start("Total");
 
-    // Get the ID's of simulations we need to run
-    m_SimulationsToRun.clear();
-    for (int i = 0; i < m_SimulationList->simulations_size(); i++)
-      m_SimulationsToRun.insert(m_SimulationList->simulations()[i].id());
+    // Get the ID's of Patients we need to run
+    m_PatientsToRun.clear();
+    for (int i = 0; i < m_PatientList->patient_size(); i++)
+      m_PatientsToRun.insert(m_PatientList->patient()[i].id());
     // Remove any id's we have in the results
-    if (m_SimulationResultsList->simulations_size() > 0)
+    if (m_PatientResultsList->patient_size() > 0)
     {
-      Info("Found " + std::to_string(m_SimulationResultsList->simulations_size()) + " previously run simulations");
-      for (int i = 0; i < m_SimulationResultsList->simulations_size(); i++)
-        m_SimulationsToRun.erase(m_SimulationResultsList->simulations()[i].id());
+      Info("Found " + std::to_string(m_PatientResultsList->patient_size()) + " previously run Patients");
+      for (int i = 0; i < m_PatientResultsList->patient_size(); i++)
+        m_PatientsToRun.erase(m_PatientResultsList->patient()[i].id());
     }
 
-    size_t numSimsToRun = m_SimulationList->simulations_size() - m_SimulationResultsList->simulations_size();
+    size_t numSimsToRun = m_PatientList->patient_size() - m_PatientResultsList->patient_size();
     if (numSimsToRun == 0)
     {
-      Info("All simulations are run in the results file");
+      Info("All Patients are run in the results file");
       return true;
     }
-    size_t processor_count = std::thread::hardware_concurrency();
+    size_t processor_count = 1;// std::thread::hardware_concurrency();
     if (processor_count == 0)
     {
       Fatal("Unable to detect number of processors");
@@ -94,7 +110,7 @@ namespace pulse::study::patient_variability
     // Let's not kick off more threads than we need
     if (processor_count > numSimsToRun)
       processor_count = numSimsToRun;
-    Info("Starting " + std::to_string(processor_count) + " Threads to run " + std::to_string(m_SimulationsToRun.size()) + " simulations");
+    Info("Starting " + std::to_string(processor_count) + " Threads to run " + std::to_string(m_PatientsToRun.size()) + " Patients");
     // Crank up our threads
     for (size_t p = 0; p < processor_count; p++)
       m_Threads.push_back(std::thread(&PVRunner::ControllerLoop, this));
@@ -102,124 +118,134 @@ namespace pulse::study::patient_variability
     for (size_t p = 0; p < processor_count; p++)
       m_Threads[p].join();
 
-    Info("It took " + std::to_string(profiler.GetElapsedTime_s("Total")) + "s to run this simulation list");
+    Info("It took " + std::to_string(profiler.GetElapsedTime_s("Total")) + "s to run this Patient list");
     profiler.Clear();
     return true;
   }
 
   void PVRunner::ControllerLoop()
   {
-    pulse::study::bind::patient_variability::SimulationData* sim = nullptr;
+    CreatePath(m_RootDir);
+
+    pulse::study::bind::patient_variability::PatientStateData* patient = nullptr;
     while (true)
     {
       try
       {
-        sim = GetNextSimulation();
-        if (sim == nullptr)
+        patient = GetNextPatient();
+        if (patient == nullptr)
           break;
-        RunSimulationUntilStable(*sim);
-        FinalizeSimulation(*sim);
+        if(!RunPatient(*patient))
+          GetLogger()->Error("Unable to run patient " + patient->outputbasefilename());
       }
       catch (CommonDataModelException& cdm_ex)
       {
-        GetLogger()->Fatal("Exception caught runnning simulation " + sim->outputbasefilename());
+        GetLogger()->Fatal("Exception caught runnning Patient " + patient->outputbasefilename());
         GetLogger()->Fatal(cdm_ex.what());
         std::cerr << cdm_ex.what() << std::endl;
       }
       catch (std::exception& ex)
       {
-        GetLogger()->Fatal("Exception caught runnning simulation " + sim->outputbasefilename());
+        GetLogger()->Fatal("Exception caught runnning Patient " + patient->outputbasefilename());
         GetLogger()->Fatal(ex.what());
         std::cerr << ex.what() << std::endl;
       }
       catch (...)
       {
-        std::cerr << "Unable to run simulation " << sim->outputbasefilename() << std::endl;
+        std::cerr << "Unable to run Patient " << patient->outputbasefilename() << std::endl;
       }
     }
   }
 
-  bool PVRunner::RunSimulationUntilStable(pulse::study::bind::patient_variability::SimulationData& sim, const std::string& dataDir)
+  bool PVRunner::RunPatient(pulse::study::bind::patient_variability::PatientStateData& patient)
   {
     TimingProfile profiler;
     profiler.Start("Total");
     profiler.Start("Status");
 
     auto pulse = CreatePulseEngine();
-    pulse->GetLogger()->SetLogFile(sim.outputbasefilename() + ".log");
-
     // No logging to console (when threaded)
     pulse->GetLogger()->LogToConsole(false);
+    // But, do write a log file
+    pulse->GetLogger()->SetLogFile(m_RootDir + patient.outputbasefilename() + "/patient.log");
+    // Write out the computed patient basline values so we can see how well we met them
+    PulseConfiguration cfg;
+    cfg.EnableWritePatientBaselineFile(eSwitch::On);
+    cfg.SetInitialPatientBaselineFilepath(m_RootDir + patient.outputbasefilename() + "/patient.init.json");
+    pulse->SetConfigurationOverride(&cfg);
+
     // Setup data requests
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("CardiacOutput", VolumePerTimeUnit::mL_Per_min);
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("BloodVolume", VolumeUnit::mL);
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("HeartRate", FrequencyUnit::Per_min);
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("MeanArterialPressure", PressureUnit::mmHg);
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("IntracranialPressure", PressureUnit::mmHg);
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("CerebralPerfusionPressure", PressureUnit::mmHg);
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::VascularCompartment::Brain, "Pressure", PressureUnit::mmHg);
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::VascularCompartment::Brain, "Volume", VolumeUnit::mL);
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::VascularCompartment::Brain, "InFlow", VolumePerTimeUnit::mL_Per_min);
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::VascularCompartment::Brain, "Oxygen", "PartialPressure");
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::CerebrospinalFluidCompartment::IntracranialSpace, "Volume", VolumeUnit::mL);
-    //pulse->GetEngineTracker()->GetDataRequestManager().CreateLiquidCompartmentDataRequest(pulse::CerebrospinalFluidCompartment::IntracranialSpace, "Pressure", PressureUnit::mmHg);
-    //pulse->GetEngineTracker()->GetDataRequestManager().SetResultsFilename(outDir + "/" + std::to_string(sim.id()) + " - " + sim.name() + ".csv");
+    // TODO Read in all System and the one Patient validation scenarios
+    //      Add in all the data requests from all of those files
+    //      Create 1 big massive CSV file
+    pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("HeartRate", FrequencyUnit::Per_min);
+    pulse->GetEngineTracker()->GetDataRequestManager().SetResultsFilename(m_RootDir + patient.outputbasefilename() + "/patient.csv");
 
-    // Stabilize the engine
+    // Create our patient
     SEPatientConfiguration pc;
-    pc.SetPatientFile("./patients/StandardMale.json");
+    SEPatient& p = pc.GetPatient();
+    p.SetName("Patient"+patient.id());
+    p.SetSex((ePatient_Sex)patient.sex());
+    p.GetAge().SetValue(patient.age_yr(), TimeUnit::yr);
+    p.GetHeight().SetValue(patient.height_cm(), LengthUnit::cm);
+    p.GetWeight().SetValue(patient.weight_kg(), MassUnit::kg);
+    p.GetHeartRateBaseline().SetValue(patient.heartrate_bpm(), FrequencyUnit::Per_min);
+    //p.GetSystolicArterialPressureBaseline().SetValue(patient.systolicarterialpressure_mmhg(), PressureUnit::mmHg);
+    //p.GetDiastolicArterialPressureBaseline().SetValue(patient.diastolicarterialpressure_mmhg(), PressureUnit::mmHg);
+    p.SerializeToFile(m_RootDir + patient.outputbasefilename() + "/patient.json");
+
     if (!pulse->InitializeEngine(pc))
     {
-      sim.set_achievedstabilization(false);
-      sim.set_stabilizationtime_s(profiler.GetElapsedTime_s("Total"));
+      patient.set_achievedstabilization(false);
+      patient.set_stabilizationtime_s(profiler.GetElapsedTime_s("Total"));
       return false;
     }
+    patient.set_achievedstabilization(true);
+    patient.set_stabilizationtime_s(profiler.GetElapsedTime_s("Total"));
+    pulse->GetLogger()->Info("It took " + cdm::to_string(patient.stabilizationtime_s()) + "s to run this Patient");
 
-    pulse->GetLogger()->Info("It took " + cdm::to_string(sim.stabilizationtime_s()) + "s to run this simulation");
+    // TODO Run the Java System and Patient validation scripts
+    // This will probably be a new java class that calls existing validation classes
+    // And we will need to provide the patient.json file to it so it can push data to the xlsx
+    // That java class should write out a report or something to our patient.outputbasefilename
+
+    // Add our results to our results file
+    m_mutex.lock();
+    auto pResult = m_PatientResultsList->add_patient();
+    pResult->CopyFrom(patient);
+    SerializeToFile(*m_PatientResultsList, m_PatientResultsListFile);
+    Info("Completed Simulation " + std::to_string(m_PatientResultsList->patient_size()) + " of " + std::to_string(m_PatientList->patient_size()));
+    if (patient.achievedstabilization())
+      Info("  Stabilized : " + patient.outputbasefilename());
+    else
+      Info("  FAILED STABILIZATION : " + patient.outputbasefilename());
+    m_mutex.unlock();
 
     profiler.Clear();
     return true;
   }
 
-  pulse::study::bind::patient_variability::SimulationData* PVRunner::GetNextSimulation()
+  pulse::study::bind::patient_variability::PatientStateData* PVRunner::GetNextPatient()
   {
     m_mutex.lock();
-    pulse::study::bind::patient_variability::SimulationData* sim = nullptr;
-    if (!m_SimulationsToRun.empty())
+    pulse::study::bind::patient_variability::PatientStateData* patient = nullptr;
+    if (!m_PatientsToRun.empty())
     {
-      auto id = *m_SimulationsToRun.begin();
-      for (int i = 0; i < m_SimulationList->simulations_size(); i++)
+      auto id = *m_PatientsToRun.begin();
+      for (int i = 0; i < m_PatientList->patient_size(); i++)
       {
-        sim = &(*m_SimulationList->mutable_simulations())[i];
-        if (sim->id() == id)
+        patient = &(*m_PatientList->mutable_patient())[i];
+        if (patient->id() == id)
           break;
       }
-      Info("Simulating Run " + std::to_string(id));
-      m_SimulationsToRun.erase(id);
+      Info("Running Patient " + std::to_string(id));
+      m_PatientsToRun.erase(id);
     }
     m_mutex.unlock();
-    return sim;
-  }
-
-  void PVRunner::FinalizeSimulation(pulse::study::bind::patient_variability::SimulationData& sim)
-  {
-    m_mutex.lock();
-    auto rSim = m_SimulationResultsList->mutable_simulations()->Add();
-    rSim->CopyFrom(sim);
-    SerializeToFile(*m_SimulationResultsList, m_SimulationResultsListFile, eSerializationFormat::JSON);
-    Info("Completed Simulation " + std::to_string(m_SimulationResultsList->simulations_size()) + " of " + std::to_string(m_SimulationList->simulations_size()));
-    if (sim.achievedstabilization())
-      Info("  Stabilized Run " + std::to_string(sim.id()));
-    else
-      Info("  FAILED STABILIZATION FOR RUN " + std::to_string(sim.id()));
-    std::ofstream plots;
-    plots.open(m_SimulationList->outputrootdir() + "/plot_pairs.config", std::fstream::in | std::fstream::out | std::fstream::app);
-    plots << sim.outputbasefilename() << "multiplex_patient_0_results.csv, " << sim.outputbasefilename() << "multiplex_patient_1_results.csv\n";
-    plots.close();
-    m_mutex.unlock();
+    return patient;
   }
 
-  bool PVRunner::SerializeToString(pulse::study::bind::patient_variability::SimulationListData& src, std::string& output, eSerializationFormat f) const
+  bool PVRunner::SerializeToString(pulse::study::bind::patient_variability::PatientStateListData& src, std::string& output) const
   {
     google::protobuf::util::JsonPrintOptions printOpts;
     printOpts.add_whitespace = true;
@@ -227,16 +253,16 @@ namespace pulse::study::patient_variability
     printOpts.always_print_primitive_fields = true;
     if (!google::protobuf::util::MessageToJsonString(src, &output, printOpts).ok())
     {
-      Error("Unable to serialize simulation list");
+      Error("Unable to serialize Patient list");
       return false;
     }
     return true;
   }
-  bool PVRunner::SerializeToFile(pulse::study::bind::patient_variability::SimulationListData& src, const std::string& filename, eSerializationFormat f) const
+  bool PVRunner::SerializeToFile(pulse::study::bind::patient_variability::PatientStateListData& src, const std::string& filename) const
   {
     return PBUtils::SerializeToFile(src, filename, GetLogger());
   }
-  bool PVRunner::SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::SimulationListData& dst, eSerializationFormat f)
+  bool PVRunner::SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::PatientStateListData& dst)
   {
     google::protobuf::util::JsonParseOptions parseOpts;
     google::protobuf::SetLogHandler([](google::protobuf::LogLevel level, const char* filename, int line, const std::string& message)
@@ -251,7 +277,7 @@ namespace pulse::study::patient_variability
     }
     return true;
   }
-  bool PVRunner::SerializeFromFile(const std::string& filename, pulse::study::bind::patient_variability::SimulationListData& dst, eSerializationFormat f)
+  bool PVRunner::SerializeFromFile(const std::string& filename, pulse::study::bind::patient_variability::PatientStateListData& dst)
   {
     return PBUtils::SerializeFromFile(filename, dst, GetLogger());
   }
diff --git a/src/cpp/study/patient_variability/PVRunner.h b/src/cpp/study/patient_variability/PVRunner.h
index 919281ca..4ee1838e 100644
--- a/src/cpp/study/patient_variability/PVRunner.h
+++ b/src/cpp/study/patient_variability/PVRunner.h
@@ -2,40 +2,46 @@
    See accompanying NOTICE file for details.*/
 
 #pragma once
-#include "PVEngine.h"
+#include <thread>
+#include "PulseEngine.h"
+
+PUSH_PROTO_WARNINGS
+#include "pulse/study/bind/PatientVariability.pb.h"
+#include <google/protobuf/text_format.h>
+#include <google/protobuf/util/json_util.h>
+POP_PROTO_WARNINGS
+#include "io/protobuf/PBUtils.h"
 
 namespace pulse::study::patient_variability
 {
   class PVRunner : public Loggable
   {
   public:
-    PVRunner(const std::string& logfileName, const std::string& dataDir = ".");
+    PVRunner(Logger* logger=nullptr);
     virtual ~PVRunner();
 
-    bool Run(const std::string& filename, eSerializationFormat f);
-    bool Run(pulse::study::bind::patient_variability::SimulationListData& simList, const std::string& resultsFilename);
-
-    bool RunSimulationUntilStable(pulse::study::bind::patient_variability::SimulationData& sim, const std::string& dataDir = "./");
+    bool Run(const std::string& filename, const std::string& rootDir);
+    bool Run(pulse::study::bind::patient_variability::PatientStateListData& patients, const std::string& rootDir);
 
   protected:
     bool Run();
-    bool SerializeToString(pulse::study::bind::patient_variability::SimulationListData& src, std::string& dst, eSerializationFormat f) const;
-    bool SerializeToFile(pulse::study::bind::patient_variability::SimulationListData& src, const std::string& filename, eSerializationFormat f) const;
-    bool SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::SimulationListData& dst, eSerializationFormat f);
-    bool SerializeFromFile(const std::string& filename, pulse::study::bind::patient_variability::SimulationListData& dst, eSerializationFormat f);
+    bool SerializeToString(pulse::study::bind::patient_variability::PatientStateListData& src, std::string& dst) const;
+    bool SerializeToFile(pulse::study::bind::patient_variability::PatientStateListData& src, const std::string& filename) const;
+    bool SerializeFromString(const std::string& src, pulse::study::bind::patient_variability::PatientStateListData& dst);
+    bool SerializeFromFile(const std::string& filename, pulse::study::bind::patient_variability::PatientStateListData& dst);
 
     void ControllerLoop();
-    void FinalizeSimulation(pulse::study::bind::patient_variability::SimulationData& sim);
-    pulse::study::bind::patient_variability::SimulationData* GetNextSimulation();
+    bool RunPatient(pulse::study::bind::patient_variability::PatientStateData& patient);
+    pulse::study::bind::patient_variability::PatientStateData* GetNextPatient();
 
     std::mutex  m_mutex;
     bool m_Running;
 
-    std::string m_DataDir;
-    std::string m_SimulationResultsListFile;
-    std::set<unsigned int> m_SimulationsToRun;
+    std::string m_RootDir;
+    std::string m_PatientResultsListFile;
+    std::set<unsigned int> m_PatientsToRun;
     std::vector<std::thread>   m_Threads;
-    pulse::study::bind::patient_variability::SimulationListData* m_SimulationList;
-    pulse::study::bind::patient_variability::SimulationListData* m_SimulationResultsList;
+    pulse::study::bind::patient_variability::PatientStateListData* m_PatientList;
+    pulse::study::bind::patient_variability::PatientStateListData* m_PatientResultsList;
   };
 }
\ No newline at end of file
diff --git a/src/cpp/study/patient_variability/main.cpp b/src/cpp/study/patient_variability/main.cpp
index 585e3291..9c213ff1 100644
--- a/src/cpp/study/patient_variability/main.cpp
+++ b/src/cpp/study/patient_variability/main.cpp
@@ -10,31 +10,90 @@ using namespace pulse::study::patient_variability;
 
 int main(int argc, char* argv[])
 {
+  bool clear = true;
   std::string mode = ""; // Default is to run the manual else below
   if (argc <= 1)
   {
-    // Adjust comments to run the mode you want
-    //mode = "clear";
-    mode = "genPatients";
+    mode = "test";
   }
   else
   {
     mode = argv[1];
   }
-  
-  if(mode == "genPatients")
+  std::string rootDir = "./test_results/patient_variability/";
+
+  if(clear)
+    DeleteDirectory(rootDir);
+
+  pulse::study::bind::patient_variability::PatientStateListData patients;
+
+  Logger log;
+  log.LogToConsole(true);
+  log.SetLogFile(rootDir +"PatientVariability.log");
+
+  if(mode == "full")
   {
-    PVGenerator pvg("./test_results/patient_variability/PatientVariabilityGen.log");
-    pulse::study::bind::patient_variability::SimulationListData simList;
-    simList.set_outputrootdir("./test_results/patient_variability");
+    PVGenerator pvg(&log);
+    pvg.ageMin_yr = 18;
+    pvg.ageMax_yr = 65;
+    pvg.ageStep_yr = 10;
+
+    pvg.heightMaleMin_cm = 165;
+    pvg.heightMaleMax_cm = 186;
+    pvg.heightFemaleMin_cm = 153;
+    pvg.heightFemaleMax_cm = 170;
+    pvg.heightStep_cm = 7;
+
+    pvg.bmiMin = 18.5;
+    pvg.bmiMax = 29;
+    pvg.bmiStep = 3;
+
+    pvg.hrMin_bpm = 60;
+    pvg.hrMax_bpm = 100;
+    pvg.hrStep_bpm = 15;
+
+    pvg.mapMin_mmHg = 70;
+    pvg.mapMax_mmHg = 100;
+    pvg.mapStep_mmHg = 10;
 
-    return !pvg.Run("./test_results/patient_variability", "./test_results/patient_variability/states_list.json");
+    pvg.pulsePressureMin_mmHg = 30;
+    pvg.pulsePressureMax_mmHg = 50;
+    pvg.pulsePressureStep_mmHg = 10;
+
+    pvg.GeneratePatientList(patients);
   }
-  else if(mode == "clear")
+  else if (mode == "test")
   {
-    DeleteDirectory("./test_results/patient_variability");
-  }
+    PVGenerator pvg(&log);
+    pvg.ageMin_yr = 18;
+    pvg.ageMax_yr = 65;
+    pvg.ageStep_yr = 50;
+
+    pvg.heightMaleMin_cm = 165;
+    pvg.heightMaleMax_cm = 186;
+    pvg.heightFemaleMin_cm = 153;
+    pvg.heightFemaleMax_cm = 170;
+    pvg.heightStep_cm = 22;
+
+    pvg.bmiMin = 18.5;
+    pvg.bmiMax = 29;
+    pvg.bmiStep = 30;
 
+    pvg.hrMin_bpm = 60;
+    pvg.hrMax_bpm = 100;
+    pvg.hrStep_bpm = 150;
+
+    pvg.mapMin_mmHg = 70;
+    pvg.mapMax_mmHg = 100;
+    pvg.mapStep_mmHg = 100;
+
+    pvg.pulsePressureMin_mmHg = 30;
+    pvg.pulsePressureMax_mmHg = 50;
+    pvg.pulsePressureStep_mmHg = 100;
+
+    pvg.GeneratePatientList(patients);
+  }
 
-  return 0;
+  PVRunner pvr(&log);
+  return !pvr.Run(patients, rootDir);
 }
\ No newline at end of file
diff --git a/src/schema/pulse/engine/bind/Configuration.proto b/src/schema/pulse/engine/bind/Configuration.proto
index dbac2263..197a1b45 100644
--- a/src/schema/pulse/engine/bind/Configuration.proto
+++ b/src/schema/pulse/engine/bind/Configuration.proto
@@ -187,21 +187,22 @@ message ConfigurationData
     pulse.cdm.bind.TimedStabilizationData              TimedStabilization                                   = 4;/**<< @brief */
     pulse.cdm.bind.DynamicStabilizationData            DynamicStabilization                                 = 5;/**<< @brief */
   }
-  pulse.cdm.bind.eSwitch                               WritePatientBaselineFile                             = 6;/**<< @brief Inform execution to write out patient object after stabilization completes. */
-  BloodChemistryConfigurationData                      BloodChemistryConfiguration                          = 7;
-  CardiovascularConfigurationData                      CardiovascularConfiguration                          = 8;
-  CircuitConfigurationData                             CircuitConfiguration                                 = 9;
-  ConstantsConfigurationData                           ConstantsConfiguration                               = 10;
-  DrugsConfigurationData                               DrugsConfiguration                                   = 11;
-  ECGConfigurationData                                 ECGConfiguration                                     = 12;
-  EnergyConfigurationData                              EnergyConfiguration                                  = 13;
-  EnvironmentConfigurationData                         EnvironmentConfiguration                             = 14;
-  GastrointestinalConfigurationData                    GastrointestinalConfiguration                        = 15;
-  NervousConfigurationData                             NervousConfiguration                                 = 16;
-  RenalConfigurationData                               RenalConfiguration                                   = 17;
-  RespiratoryConfigurationData                         RespiratoryConfiguration                             = 18;
-  TissueConfigurationData                              TissueConfiguration                                  = 19;
-  map<string,pulse.cdm.bind.ScalarData>                Modifiers                                            = 20;
-  map<string,pulse.cdm.bind.ScalarData>                Overrides                                            = 21;
+  pulse.cdm.bind.eSwitch                               WritePatientBaselineFile                             = 6;/**<< @brief Inform execution to write out patient object after all patient values are computed. */
+  string                                               PatientBaselineFilePath                              = 7;/**<< @brief Optional filepath of the original patient file to write, if not it will be written to ./stable */
+  BloodChemistryConfigurationData                      BloodChemistryConfiguration                          = 8;
+  CardiovascularConfigurationData                      CardiovascularConfiguration                          = 9;
+  CircuitConfigurationData                             CircuitConfiguration                                 = 10;
+  ConstantsConfigurationData                           ConstantsConfiguration                               = 11;
+  DrugsConfigurationData                               DrugsConfiguration                                   = 12;
+  ECGConfigurationData                                 ECGConfiguration                                     = 13;
+  EnergyConfigurationData                              EnergyConfiguration                                  = 14;
+  EnvironmentConfigurationData                         EnvironmentConfiguration                             = 15;
+  GastrointestinalConfigurationData                    GastrointestinalConfiguration                        = 16;
+  NervousConfigurationData                             NervousConfiguration                                 = 17;
+  RenalConfigurationData                               RenalConfiguration                                   = 18;
+  RespiratoryConfigurationData                         RespiratoryConfiguration                             = 19;
+  TissueConfigurationData                              TissueConfiguration                                  = 20;
+  map<string,pulse.cdm.bind.ScalarData>                Modifiers                                            = 21;
+  map<string,pulse.cdm.bind.ScalarData>                Overrides                                            = 22;
 }
  
\ No newline at end of file
diff --git a/src/schema/pulse/study/bind/PatientVariability.proto b/src/schema/pulse/study/bind/PatientVariability.proto
index 040e16ca..dd7cf0c0 100644
--- a/src/schema/pulse/study/bind/PatientVariability.proto
+++ b/src/schema/pulse/study/bind/PatientVariability.proto
@@ -4,38 +4,30 @@ option java_package = "com.kitware.pulse.study.bind.patient_variability";
 option csharp_namespace = "pulse.study.bind.patient_variability";
 option optimize_for = SPEED;
 
+import "pulse/cdm/bind/Patient.proto";
+
 message PatientStateData
 {
-  /** @brief Enumeration for patient sex */
-  enum eSex
-  {
-    Male=0;   /**<< @brief Male patient. */
-    Female=1; /**<< @brief Female patient. */
-  }
 
-  uint32          ID                                        = 1;
-  string          StateFile                                 = 2;
+  uint32                          ID                              = 1;
+  string                          OutputBaseFilename              = 2;
   // Initial Conditions
-  uint32          Age                                       = 3;
-  double          BMI                                       = 4;
-  double          DiastolicArterialPressure_mmHg            = 5;
-  double          HeartRate_bpm                             = 6;
-  double          Height_cm                                 = 7;
-  double          MeanArterialPressure_mmHg                 = 8;
-  eSex            Sex                                       = 9;
-  double          SystolicArterialPressure_mmHg             = 10;
-  double          Weight_kg                                 = 11;
+  pulse.cdm.bind.PatientData.eSex Sex                             = 3;
+  uint32                          Age_yr                          = 4;
+  double                          Height_cm                       = 5;
+  double                          Weight_kg                       = 6;
+  double                          BMI                             = 7;
+  double                          HeartRate_bpm                   = 8;
+  double                          DiastolicArterialPressure_mmHg  = 9;
+  double                          SystolicArterialPressure_mmHg   = 10;
+  // Results
+  bool                            AchievedStabilization           = 11;
+  double                          StabilizationTime_s             = 12;
 }
 
 message PatientStateListData
 {
-  repeated PatientStateData      Patients                   = 1;
-}
-
-message PatientComparisonData
-{
-  PatientStateData               SoloVentilation            = 1;
-  PatientStateData               MultiplexVentilation       = 2;
+  repeated PatientStateData      Patient                    = 1;
 }
 
 message LogData
@@ -45,27 +37,3 @@ message LogData
   repeated string                Error                      = 3;
   repeated string                Fatal                      = 4;
 }
-
-message SimulationData
-{
-  // A filename without an extension (can/should have path also)
-  // The engine will use this to create multiple output files (*.log and *.csv)
-  uint32                         ID                         = 1;
-  uint32                         GroupID                    = 2;
-  string                         OutputBaseFilename         = 3;
-  bool                           AchievedStabilization      = 4;
-  double                         StabilizationTime_s        = 5;
-  double                         RespirationRate_Per_min    = 6;
-  double                         IERatio                    = 7;
-  double                         PIP_cmH2O                  = 8;
-  double                         PEEP_cmH2O                 = 9;
-  double                         FiO2                       = 10;
-  LogData                        Log                        = 11;
-  repeated PatientComparisonData PatientComparisons         = 12;
-}
-
-message SimulationListData
-{
-  string                         OutputRootDir              = 1;
-  repeated SimulationData        Simulations                = 2;
-}
-- 
GitLab


From 74a02d19be740c731d083745c7cd328938c90c74 Mon Sep 17 00:00:00 2001
From: Aaron Bray <aaron.bray@kitware.com>
Date: Mon, 4 Apr 2022 08:59:48 -0400
Subject: [PATCH 009/115] Add the sys/dia pressure calc back in to patient
 study Was a miscommunication in equations

---
 src/cpp/study/patient_variability/PVGenerator.cpp | 10 +++++-----
 src/cpp/study/patient_variability/PVRunner.cpp    |  4 ++--
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/src/cpp/study/patient_variability/PVGenerator.cpp b/src/cpp/study/patient_variability/PVGenerator.cpp
index e5d24630..013394a0 100644
--- a/src/cpp/study/patient_variability/PVGenerator.cpp
+++ b/src/cpp/study/patient_variability/PVGenerator.cpp
@@ -73,10 +73,10 @@ namespace pulse::study::patient_variability
                   std::string full_dir_path = map_path + "/pp_mmHg" + std::to_string(pp_mmHg);
 
                   // systolic - diastolic = pulse pressure
-                  // MAP = (systolic - 2 * diastolic) / 3
+                  // MAP = (systolic + 2 * diastolic) / 3
+                  double diastolic_mmHg = (3 * map_mmHg - pp_mmHg) / 3;
+                  double systolic_mmHg  = pp_mmHg + diastolic_mmHg;
 
-                  //double diastolic_mmHg = pp_mmHg - 3 * map_mmHg;
-                  //double systolic_mmHg  = pp_mmHg - diastolic_mmHg;
                   auto patientData = pData.add_patient();
                   patientData->set_id(id);
                   patientData->set_sex((pulse::cdm::bind::PatientData_eSex)sex);
@@ -85,8 +85,8 @@ namespace pulse::study::patient_variability
                   patientData->set_weight_kg(weight_kg);
                   patientData->set_bmi(bmi);
                   patientData->set_heartrate_bpm(hr_bpm);
-                  //patientData->set_diastolicarterialpressure_mmhg(diastolic_mmHg);
-                  //patientData->set_systolicarterialpressure_mmhg(systolic_mmHg);
+                  patientData->set_diastolicarterialpressure_mmhg(diastolic_mmHg);
+                  patientData->set_systolicarterialpressure_mmhg(systolic_mmHg);
                   patientData->set_outputbasefilename(full_dir_path);
                 }
               }
diff --git a/src/cpp/study/patient_variability/PVRunner.cpp b/src/cpp/study/patient_variability/PVRunner.cpp
index 0207e0ed..1766f292 100644
--- a/src/cpp/study/patient_variability/PVRunner.cpp
+++ b/src/cpp/study/patient_variability/PVRunner.cpp
@@ -190,8 +190,8 @@ namespace pulse::study::patient_variability
     p.GetHeight().SetValue(patient.height_cm(), LengthUnit::cm);
     p.GetWeight().SetValue(patient.weight_kg(), MassUnit::kg);
     p.GetHeartRateBaseline().SetValue(patient.heartrate_bpm(), FrequencyUnit::Per_min);
-    //p.GetSystolicArterialPressureBaseline().SetValue(patient.systolicarterialpressure_mmhg(), PressureUnit::mmHg);
-    //p.GetDiastolicArterialPressureBaseline().SetValue(patient.diastolicarterialpressure_mmhg(), PressureUnit::mmHg);
+    p.GetSystolicArterialPressureBaseline().SetValue(patient.systolicarterialpressure_mmhg(), PressureUnit::mmHg);
+    p.GetDiastolicArterialPressureBaseline().SetValue(patient.diastolicarterialpressure_mmhg(), PressureUnit::mmHg);
     p.SerializeToFile(m_RootDir + patient.outputbasefilename() + "/patient.json");
 
     if (!pulse->InitializeEngine(pc))
-- 
GitLab


From 8c0fbff1a97c4a697dbda62c2ec08e472eaea22a Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Tue, 5 Apr 2022 10:21:35 -0500
Subject: [PATCH 010/115] get all data requests, split CSV

---
 src/cpp/cdm/PhysiologyEngineThunk.cpp         |   2 +-
 src/cpp/cdm/engine/SEDataRequest.cpp          | 135 ++++++++++++++++
 src/cpp/cdm/engine/SEDataRequest.h            |   3 +-
 src/cpp/cdm/engine/SEEngineTracker.cpp        | 145 ++----------------
 src/cpp/cdm/engine/SEEngineTracker.h          |   2 -
 src/cpp/cdm/utils/CSV.cpp                     |  79 ++++++++++
 src/cpp/cdm/utils/CSV.h                       |   3 +
 .../study/patient_variability/PVRunner.cpp    |  48 +++++-
 src/cpp/study/patient_variability/PVRunner.h  |   3 +
 9 files changed, 275 insertions(+), 145 deletions(-)

diff --git a/src/cpp/cdm/PhysiologyEngineThunk.cpp b/src/cpp/cdm/PhysiologyEngineThunk.cpp
index 58e1bb9b..2f2f4fdd 100644
--- a/src/cpp/cdm/PhysiologyEngineThunk.cpp
+++ b/src/cpp/cdm/PhysiologyEngineThunk.cpp
@@ -153,7 +153,7 @@ bool PhysiologyEngineThunk::SetupRequests()
       m_engine->Error("--  " + m_engine->GetEngineTracker()->GetDataTrack().GetProbeName(i));
     m_engine->Error("--Here is what you requested:");
     for (SEDataRequest const* dr : m_engine->GetEngineTracker()->GetDataRequestManager().GetDataRequests())
-      m_engine->Error("--  " + m_engine->GetEngineTracker()->GetHeader(*dr));
+      m_engine->Error("--  " + dr->GetHeaderName());
     m_engine->Error("I don't have the logic to figure out which tracked items are duplicated and where they go in the pulled data array");
     return false;
   }
diff --git a/src/cpp/cdm/engine/SEDataRequest.cpp b/src/cpp/cdm/engine/SEDataRequest.cpp
index eeff72d1..1b1f6733 100644
--- a/src/cpp/cdm/engine/SEDataRequest.cpp
+++ b/src/cpp/cdm/engine/SEDataRequest.cpp
@@ -6,6 +6,15 @@
 #include "cdm/utils/unitconversion/UCCommon.h"
 #include "cdm/io/protobuf/PBEngine.h"
 
+std::string Space2Underscore(const std::string& str)
+{
+  std::string s = str; 
+  std::transform(s.begin(), s.end(), s.begin(), [](char ch) {
+    return ch == ' ' ? '_' : ch;
+  });
+  return s;
+}
+
 SEDataRequest::SEDataRequest(const SEDataRequest& dr)
 {
   Set(dr);
@@ -226,3 +235,129 @@ std::string SEDataRequest::ToString() const
     str << "\n\tRequested Unit : " << m_RequestedUnit;
   return str.str();
 }
+
+std::string SEDataRequest::GetHeaderName() const
+{
+  std::stringstream ss;
+  if(GetCategory() == eDataRequest_Category::Patient)
+    ss << "Patient-";
+  else if(GetCategory() == eDataRequest_Category::MechanicalVentilator)
+    ss << "MechanicalVentilator-";
+  // TODO We probably should prefix all equipment amb
+
+  switch (GetCategory())
+  {
+    case eDataRequest_Category::Patient:
+    case eDataRequest_Category::Physiology:
+    case eDataRequest_Category::Environment:
+    case eDataRequest_Category::AnesthesiaMachine:
+    case eDataRequest_Category::ECG:
+    case eDataRequest_Category::Inhaler:
+    case eDataRequest_Category::MechanicalVentilator:
+    {
+      if (!HasUnit() && !HasRequestedUnit())
+        ss << GetPropertyName();
+      else if(HasUnit())
+        ss << GetPropertyName() << "(" << *GetUnit() << ")";
+      else //Requested unit
+        ss << GetPropertyName() << "(" << GetRequestedUnit() << ")";
+
+      return Space2Underscore(ss.str());
+    }
+    case eDataRequest_Category::Action:
+    {
+      if (HasCompartmentName() && HasSubstanceName())
+      {
+        if (!HasUnit() && !HasRequestedUnit())
+          ss << GetActionName() << "-" << GetCompartmentName() << "-" << GetSubstanceName() << "-" << GetPropertyName();
+        else if(HasUnit())
+           ss << GetActionName() << "-" << GetCompartmentName() << "-" << GetSubstanceName() << "-" << GetPropertyName() << "(" << *GetUnit() << ")";
+        else //Requested unit
+          ss << GetActionName() << "-" << GetCompartmentName() << "-" << GetSubstanceName() << "-" << GetPropertyName() << "(" << GetRequestedUnit() << ")";
+      }
+      else if (HasCompartmentName())
+      {
+        if (!HasUnit() && !HasRequestedUnit())
+          ss << GetActionName() << "-" << GetCompartmentName() << "-" << GetPropertyName();
+        else if(HasUnit())
+          ss << GetActionName() << "-" << GetCompartmentName() << "-" << GetPropertyName() << "(" << *GetUnit() << ")";
+        else //Requested unit
+          ss << GetActionName() << "-" << GetCompartmentName() << "-" << GetPropertyName() << "(" << GetRequestedUnit() << ")";
+      }
+      else if (HasSubstanceName())
+      {
+        if (!HasUnit() && !HasRequestedUnit())
+          ss << GetActionName() << "-" << GetSubstanceName() << "-" << GetPropertyName();
+        else if(HasUnit())
+          ss << GetActionName() << "-" << GetSubstanceName() << "-" << GetPropertyName() << "(" << *GetUnit() << ")";
+        else //Requested unit
+          ss << GetActionName() << "-" << GetSubstanceName() << "-" << GetPropertyName() << "(" << GetRequestedUnit() << ")";
+      }
+      else
+      {
+        if (!HasUnit() && !HasRequestedUnit())
+          ss << GetActionName() << "-" << GetPropertyName();
+        else if(HasUnit())
+          ss << GetActionName() << "-" << GetPropertyName() << "(" << *GetUnit() << ")";
+        else //Requested unit
+          ss << GetActionName() << "-" << GetPropertyName() << "(" << GetRequestedUnit() << ")";
+      }
+
+      return Space2Underscore(ss.str());
+    }
+    case eDataRequest_Category::GasCompartment:
+    case eDataRequest_Category::LiquidCompartment:
+    case eDataRequest_Category::ThermalCompartment:
+    case eDataRequest_Category::TissueCompartment:
+    {
+      if (HasSubstanceName())
+      {
+        if (!HasUnit() && !HasRequestedUnit())
+          ss << GetCompartmentName() << "-" << GetSubstanceName() << "-" << GetPropertyName();
+        else if(HasUnit())
+          ss << GetCompartmentName() << "-" << GetSubstanceName() << "-" << GetPropertyName() << "(" << *GetUnit() << ")";
+        else //Requested unit
+          ss << GetCompartmentName() << "-" << GetSubstanceName() << "-" << GetPropertyName() << "(" << GetRequestedUnit() << ")";
+      }
+      else
+      {
+        if (!HasUnit() && !HasRequestedUnit())
+          ss << GetCompartmentName() << "-" << GetPropertyName();
+        else if(HasUnit())
+          ss << GetCompartmentName() << "-" << GetPropertyName() << "(" << *GetUnit() << ")";
+        else //Requested unit
+          ss << GetCompartmentName() << "-" << GetPropertyName() << "(" << GetRequestedUnit() << ")";
+      }
+
+      return Space2Underscore(ss.str());
+    }
+    case eDataRequest_Category::Substance:
+    {
+      if (HasCompartmentName())
+      {
+        if (!HasUnit() && !HasRequestedUnit())
+          ss << GetSubstanceName() << "-" << GetCompartmentName() << "-" << GetPropertyName();
+        else if(HasUnit())
+          ss << GetSubstanceName() << "-" << GetCompartmentName() << "-" << GetPropertyName() << "(" << *GetUnit() << ")";
+        else //Requested unit
+          ss << GetSubstanceName() << "-" << GetCompartmentName() << "-" << GetPropertyName() << "(" << GetRequestedUnit() << ")";
+
+        return ss.str();
+      }
+      else
+      {
+        if (!HasUnit() && !HasRequestedUnit())
+          ss << GetSubstanceName() << "-" << GetPropertyName();
+        else if(HasUnit())
+          ss << GetSubstanceName() << "-" << GetPropertyName() << "(" << *GetUnit() << ")";
+        else //Requested unit
+          ss << GetSubstanceName() << "-" << GetPropertyName() << "(" << GetRequestedUnit() << ")";
+        
+        return Space2Underscore(ss.str());
+      }
+    }
+    default:
+      return "";
+  }
+
+}
diff --git a/src/cpp/cdm/engine/SEDataRequest.h b/src/cpp/cdm/engine/SEDataRequest.h
index bf3f50c6..337e6897 100644
--- a/src/cpp/cdm/engine/SEDataRequest.h
+++ b/src/cpp/cdm/engine/SEDataRequest.h
@@ -73,7 +73,8 @@ public:
   virtual bool HasUnit() const;
   virtual void InvalidateUnit();
 
-  virtual std::string ToString()const;
+  virtual std::string ToString() const;
+  virtual std::string GetHeaderName() const;
 
 protected:
 
diff --git a/src/cpp/cdm/engine/SEEngineTracker.cpp b/src/cpp/cdm/engine/SEEngineTracker.cpp
index 32e28530..72a5715f 100644
--- a/src/cpp/cdm/engine/SEEngineTracker.cpp
+++ b/src/cpp/cdm/engine/SEEngineTracker.cpp
@@ -62,15 +62,6 @@
 #include "cdm/properties/SEScalarElectricPotential.h"
 #include "cdm/utils/DataTrack.h"
 
-std::string Space2Underscore(const std::string& str)
-{
-  std::string s = str; 
-  std::transform(s.begin(), s.end(), s.begin(), [](char ch) {
-    return ch == ' ' ? '_' : ch;
-  });
-  return s;
-}
-
 SEEngineTracker::SEEngineTracker(SEPatient& p, SEActionManager& a, SESubstanceManager& s, SECompartmentManager& c, Logger* logger) : Loggable(logger),
   m_Patient(p), m_ActionMgr(a), m_SubMgr(s), m_CmptMgr(c)
 {
@@ -147,13 +138,6 @@ double SEEngineTracker::GetValue(const SEDataRequest& dr) const
     return drs->GetValue(*dr.GetUnit());
   return drs->GetValue();
 }
-std::string SEEngineTracker::GetHeader(const SEDataRequest& dr) const
-{
-  auto drs = GetScalar(dr);
-  if (drs == nullptr)
-    return "Not Tracked";
-  return drs->Heading;
-}
 
 const SEDataRequestScalar* SEEngineTracker::GetScalar(const SEDataRequest& dr) const
 {
@@ -284,129 +268,18 @@ bool SEEngineTracker::TrackRequest(SEDataRequest& dr)
 
   bool success = ConnectRequest(dr, *ds);
 
-  if(dr.GetCategory() == eDataRequest_Category::Patient)
-    m_ss << "Patient-";
-  else if(dr.GetCategory() == eDataRequest_Category::MechanicalVentilator)
-    m_ss << "MechanicalVentilator-";
-  // TODO We probably should prefix all equipment amb
-
-  switch (dr.GetCategory())
+  std::string header = dr.GetHeaderName();
+  if(header.empty())
   {
-    case eDataRequest_Category::Patient:
-    case eDataRequest_Category::Physiology:
-    case eDataRequest_Category::Environment:
-    case eDataRequest_Category::AnesthesiaMachine:
-    case eDataRequest_Category::ECG:
-    case eDataRequest_Category::Inhaler:
-    case eDataRequest_Category::MechanicalVentilator:
-    {
-      if (!dr.GetUnit())
-        m_ss << dr.GetPropertyName();
-      else
-        m_ss << dr.GetPropertyName() << "(" << *dr.GetUnit() << ")";
-
-      ds->Heading = Space2Underscore(m_ss.str());
-      m_ss.str("");//Reset Buffer
-      ds->idx = m_DataTrack->Probe(ds->Heading, 0);
-      m_DataTrack->SetFormatting(ds->Heading, dr);
-      return success;
-    }
-    case eDataRequest_Category::Action:
-    {
-      if (dr.HasCompartmentName() && dr.HasSubstanceName())
-      {
-        if (!dr.GetUnit())
-          m_ss << dr.GetActionName() << "-" << dr.GetCompartmentName() << "-" << dr.GetSubstanceName() << "-" << dr.GetPropertyName();
-        else
-          m_ss << dr.GetActionName() << "-" << dr.GetCompartmentName() << "-" << dr.GetSubstanceName() << "-" << dr.GetPropertyName() << "(" << *dr.GetUnit() << ")";
-      }
-      else if (dr.HasCompartmentName())
-      {
-        if (!dr.GetUnit())
-          m_ss << dr.GetActionName() << "-" << dr.GetCompartmentName() << "-" << dr.GetPropertyName();
-        else
-          m_ss << dr.GetActionName() << "-" << dr.GetCompartmentName() << "-" << dr.GetPropertyName() << "(" << *dr.GetUnit() << ")";
-      }
-      else if (dr.HasSubstanceName())
-      {
-        if (!dr.GetUnit())
-          m_ss << dr.GetActionName() << "-" << dr.GetSubstanceName() << "-" << dr.GetPropertyName();
-        else
-          m_ss << dr.GetActionName() << "-" << dr.GetSubstanceName() << "-" << dr.GetPropertyName() << "(" << *dr.GetUnit() << ")";
-      }
-      else
-      {
-        if (!dr.GetUnit())
-          m_ss << dr.GetActionName() << "-" << dr.GetPropertyName();
-        else
-          m_ss << dr.GetActionName() << "-" << dr.GetPropertyName() << "(" << *dr.GetUnit() << ")";
-      }
-      ds->Heading = Space2Underscore(m_ss.str());
-      m_ss.str("");//Reset Buffer
-      ds->idx = m_DataTrack->Probe(ds->Heading, 0);
-      m_DataTrack->SetFormatting(ds->Heading, dr);
-      return success;
-    }
-    case eDataRequest_Category::GasCompartment:
-    case eDataRequest_Category::LiquidCompartment:
-    case eDataRequest_Category::ThermalCompartment:
-    case eDataRequest_Category::TissueCompartment:
-    {
-      if (dr.HasSubstanceName())
-      {
-        if (!dr.GetUnit())
-          m_ss << dr.GetCompartmentName() << "-" << dr.GetSubstanceName() << "-" << dr.GetPropertyName();
-        else
-          m_ss << dr.GetCompartmentName() << "-" << dr.GetSubstanceName() << "-" << dr.GetPropertyName() << "(" << *dr.GetUnit() << ")";
-      }
-      else
-      {
-        if (!dr.GetUnit())
-          m_ss << dr.GetCompartmentName() << "-" << dr.GetPropertyName();
-        else
-          m_ss << dr.GetCompartmentName() << "-" << dr.GetPropertyName() << "(" << *dr.GetUnit() << ")";
-      }
-      ds->Heading = Space2Underscore(m_ss.str());
-      m_ss.str("");//Reset Buffer
-      ds->idx = m_DataTrack->Probe(ds->Heading, 0);
-      m_DataTrack->SetFormatting(ds->Heading, dr);
-      return success;
-    }
-    case eDataRequest_Category::Substance:
-    {
-      if (dr.HasCompartmentName())
-      {
-        if (!dr.GetUnit())
-          m_ss << dr.GetSubstanceName() << "-" << dr.GetCompartmentName() << "-" << dr.GetPropertyName();
-        else
-          m_ss << dr.GetSubstanceName() << "-" << dr.GetCompartmentName() << "-" << dr.GetPropertyName() << "(" << *dr.GetUnit() << ")";
-        ds->Heading = Space2Underscore(m_ss.str());
-        m_ss.str("");//Reset Buffer
-        ds->idx = m_DataTrack->Probe(ds->Heading, 0);
-        m_DataTrack->SetFormatting(ds->Heading, dr);
-        return success;
-      }
-      else
-      {
-        if (!dr.GetUnit())
-          m_ss << dr.GetSubstanceName() << "-" << dr.GetPropertyName();
-        else
-          m_ss << dr.GetSubstanceName() << "-" << dr.GetPropertyName() << "(" << *dr.GetUnit() << ")";
-        ds->Heading = Space2Underscore(m_ss.str());
-        m_ss.str("");//Reset Buffer
-        ds->idx = m_DataTrack->Probe(ds->Heading, 0);
-        m_DataTrack->SetFormatting(ds->Heading, dr);
-        return success;
-      }
-    }
-    default:
-      m_ss << "Unhandled data request category: " << eDataRequest_Category_Name(dr.GetCategory()) << std::endl;
-      Error(m_ss);
+    m_ss << "Unhandled data request : " << dr.GetPropertyName() << std::endl;
+    Error(m_ss);
+    return false;
   }
 
-  m_ss << "Unhandled data request : " << dr.GetPropertyName() << std::endl;
-  Error(m_ss);
-  return false;
+  ds->Heading = header;
+  ds->idx = m_DataTrack->Probe(ds->Heading, 0);
+  m_DataTrack->SetFormatting(ds->Heading, dr);
+  return success;
 }
 
 bool SEEngineTracker::ConnectRequest(SEDataRequest& dr, SEDataRequestScalar& ds)
diff --git a/src/cpp/cdm/engine/SEEngineTracker.h b/src/cpp/cdm/engine/SEEngineTracker.h
index 86519496..bb2ae8cd 100644
--- a/src/cpp/cdm/engine/SEEngineTracker.h
+++ b/src/cpp/cdm/engine/SEEngineTracker.h
@@ -95,8 +95,6 @@ public:
 
 
   double GetValue(const SEDataRequest& dr) const;
-  std::string GetHeader(const SEDataRequest& dr) const;
-
 
 protected:
   const SEDataRequestScalar* GetScalar(const SEDataRequest& dr) const;
diff --git a/src/cpp/cdm/utils/CSV.cpp b/src/cpp/cdm/utils/CSV.cpp
index cac46940..88d4c05f 100644
--- a/src/cpp/cdm/utils/CSV.cpp
+++ b/src/cpp/cdm/utils/CSV.cpp
@@ -3,10 +3,12 @@
 
 #include "cdm/CommonDefs.h"
 #include "cdm/utils/CSV.h"
+#include "cdm/utils/FileUtils.h"
 #include "cdm/properties/SEScalar.h"
 
 #include <algorithm>
 #include <fstream>
+#include <iterator>
 #include <sstream>
 
 #include <cctype>
@@ -125,3 +127,80 @@ std::string CSV::Record() const
 {
   return m_p->record.str();
 }
+
+// ----------------------------------------------------------------------------
+void CSV::SplitCSV(const std::string& originalCSV, const std::map<std::string, std::vector<std::string>>& fileMapping)
+{
+  //Determine results directory
+  auto slash = originalCSV.find_last_of("/");
+  std::string dir = "./";
+  if(slash != std::string::npos)
+  {
+    dir = originalCSV.substr(0,++slash);
+  }
+
+  //Create result files
+  std::map<std::string, std::ofstream> outputFiles;
+  std::map<std::string, std::vector<std::string>>::const_iterator itr;
+  for(itr = fileMapping.begin(); itr != fileMapping.end(); ++itr)
+  {
+    outputFiles.insert(std::pair<std::string, std::ofstream>(itr->first, std::ofstream(dir + itr->first)));
+  }
+
+  //Extract each header
+  std::ifstream origFile(originalCSV);
+  std::string line, header;
+  std::getline(origFile, line);
+  std::stringstream ss(line);
+  std::vector<std::vector<std::string>> headersToFiles;
+  while(std::getline(ss, header, ','))
+  {
+    headersToFiles.push_back(std::vector<std::string>());
+
+    //Determine which files this header belongs to
+    for(itr = fileMapping.begin(); itr != fileMapping.end(); ++itr)
+    {
+      //The first column (time) goes to every file
+      if(headersToFiles.size() == 1 || std::find(itr->second.begin(), itr->second.end(), header) != itr->second.end())
+      {
+        //Add to headers to files mapping
+        headersToFiles.back().push_back(itr->first);
+
+        //Print headers
+        outputFiles[itr->first] << header << ",";
+      }
+    }
+  }
+
+  //Read data, line by line
+  std::map<std::string, std::ofstream>::iterator outputFileItr;
+  while(std::getline(origFile, line))
+  {
+    //New line for every file
+    for(outputFileItr = outputFiles.begin(); outputFileItr != outputFiles.end(); ++outputFileItr)
+    {
+      outputFileItr->second << std::endl;
+    }
+
+    std::stringstream ss(line);
+    int colIdx = 0;
+    std::string value;
+    while(std::getline(ss, value, ','))
+    {
+      //Put this value in the relevant files
+      for(auto file: headersToFiles[colIdx])
+      {
+        outputFiles[file] << value << ",";
+      }
+
+      ++colIdx;
+    }
+  }
+
+  //Close files
+  origFile.close();
+  for(outputFileItr = outputFiles.begin(); outputFileItr != outputFiles.end(); ++outputFileItr)
+  {
+    outputFileItr->second.close();
+  }
+}
diff --git a/src/cpp/cdm/utils/CSV.h b/src/cpp/cdm/utils/CSV.h
index 98811479..183c9120 100644
--- a/src/cpp/cdm/utils/CSV.h
+++ b/src/cpp/cdm/utils/CSV.h
@@ -3,6 +3,7 @@
 
 #pragma once
 
+#include <map>
 #include <memory>
 #include <string>
 
@@ -27,6 +28,8 @@ public:
 
   std::string Record() const;
 
+  static void SplitCSV(const std::string& originalCSV, const std::map<std::string, std::vector<std::string>>& fileMapping);
+
 private:
   CSV(CSV const&) = delete;
 
diff --git a/src/cpp/study/patient_variability/PVRunner.cpp b/src/cpp/study/patient_variability/PVRunner.cpp
index 1766f292..8bbc732b 100644
--- a/src/cpp/study/patient_variability/PVRunner.cpp
+++ b/src/cpp/study/patient_variability/PVRunner.cpp
@@ -3,12 +3,17 @@
 
 #include "PVRunner.h"
 
+#include "PulseEngine.h"
 #include "engine/PulseConfiguration.h"
+#include "engine/PulseScenario.h"
 
 #include "cdm/patient/SEPatient.h"
 #include "cdm/engine/SEEngineTracker.h"
 #include "cdm/engine/SEDataRequestManager.h"
 #include "cdm/engine/SEPatientConfiguration.h"
+#include "cdm/scenario/SEScenario.h"
+#include "cdm/utils/ConfigParser.h"
+#include "cdm/utils/CSV.h"
 #include "cdm/utils/DataTrack.h"
 #include "cdm/utils/FileUtils.h"
 #include "cdm/utils/GeneralMath.h"
@@ -174,12 +179,42 @@ namespace pulse::study::patient_variability
     cfg.SetInitialPatientBaselineFilepath(m_RootDir + patient.outputbasefilename() + "/patient.init.json");
     pulse->SetConfigurationOverride(&cfg);
 
-    // Setup data requests
-    // TODO Read in all System and the one Patient validation scenarios
-    //      Add in all the data requests from all of those files
-    //      Create 1 big massive CSV file
+    // Read in all System and Patient validation scenarios
+    // Add in all the data requests from all of those files
     pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("HeartRate", FrequencyUnit::Per_min);
-    pulse->GetEngineTracker()->GetDataRequestManager().SetResultsFilename(m_RootDir + patient.outputbasefilename() + "/patient.csv");
+    std::string results = m_RootDir + patient.outputbasefilename() + "/patient.csv";
+    pulse->GetEngineTracker()->GetDataRequestManager().SetResultsFilename(results);
+    std::string scenario_dir;
+    ConfigSet* config = ConfigParser::FileToConfigSet("run.config");
+    if (config->HasKey("scenario_dir"))
+    {
+      scenario_dir = config->GetValue("scenario_dir");
+
+      //Retrieve all patients validation scenarios
+      std::vector<std::string> scenario_files;
+      ListFiles(scenario_dir + "/validation/patients", scenario_files, true, "Validation.json");
+
+      //Retrieve all systems validation scenarios
+      ListFiles(scenario_dir + "/validation/systems", scenario_files, true, "Validation.json");
+
+      //Copy all data requests from each scenario
+      for(auto scenario_filepath: scenario_files)
+      {
+        PulseScenario s(pulse->GetLogger());
+        s.SerializeFromFile(scenario_filepath);
+
+        std::string scenario_filename;
+        SplitFilenamePath(scenario_filepath,scenario_filename);
+        std::string output_csv_file = Replace(scenario_filename, ".json", "Results.csv");
+        m_ScenarioRequests.insert(std::pair<std::string, std::vector<std::string>>(output_csv_file, std::vector<std::string>()));
+
+        for(auto dr: s.GetDataRequestManager().GetDataRequests())
+        {
+          SEDataRequest& new_dr = pulse->GetEngineTracker()->GetDataRequestManager().CopyDataRequest(*dr);
+          m_ScenarioRequests[output_csv_file].push_back(new_dr.GetHeaderName());
+        }
+      }
+    }
 
     // Create our patient
     SEPatientConfiguration pc;
@@ -204,6 +239,9 @@ namespace pulse::study::patient_variability
     patient.set_stabilizationtime_s(profiler.GetElapsedTime_s("Total"));
     pulse->GetLogger()->Info("It took " + cdm::to_string(patient.stabilizationtime_s()) + "s to run this Patient");
 
+    CSV::SplitCSV(results, m_ScenarioRequests);
+    remove(results.c_str());
+
     // TODO Run the Java System and Patient validation scripts
     // This will probably be a new java class that calls existing validation classes
     // And we will need to provide the patient.json file to it so it can push data to the xlsx
diff --git a/src/cpp/study/patient_variability/PVRunner.h b/src/cpp/study/patient_variability/PVRunner.h
index 4ee1838e..efa02f34 100644
--- a/src/cpp/study/patient_variability/PVRunner.h
+++ b/src/cpp/study/patient_variability/PVRunner.h
@@ -3,6 +3,8 @@
 
 #pragma once
 #include <thread>
+#include <map>
+
 #include "PulseEngine.h"
 
 PUSH_PROTO_WARNINGS
@@ -43,5 +45,6 @@ namespace pulse::study::patient_variability
     std::vector<std::thread>   m_Threads;
     pulse::study::bind::patient_variability::PatientStateListData* m_PatientList;
     pulse::study::bind::patient_variability::PatientStateListData* m_PatientResultsList;
+    std::map<std::string,std::vector<std::string>> m_ScenarioRequests;
   };
 }
\ No newline at end of file
-- 
GitLab


From f4af0d05ba298a638fe75ae69cba56d7ae997afb Mon Sep 17 00:00:00 2001
From: Aaron Bray <aaron.bray@kitware.com>
Date: Tue, 5 Apr 2022 12:54:41 -0400
Subject: [PATCH 011/115] Add support to validation tool to dynmically push
 patient data into the spreedsheet to compute patient specific validation
 values Add support to run validation on a given directory with expected
 files, along with the V&V test generated fileset

---
 .eclipse/bind/.project                        |   5 +
 .eclipse/pulse/.classpath                     |   4 +
 .../validation/PatientValidationData.xlsx     | Bin 13854 -> 14057 bytes
 .../validation/SystemValidationData.xlsx      | Bin 93257 -> 95745 bytes
 .../testing/validation/PatientValidation.java |   2 +-
 .../testing/validation/ValidationTool.java    | 318 ++++++++++++------
 src/schema/pulse/cdm/bind/TestReport.proto    |  12 +
 7 files changed, 237 insertions(+), 104 deletions(-)

diff --git a/.eclipse/bind/.project b/.eclipse/bind/.project
index 2f840c75..1cb4a6b6 100644
--- a/.eclipse/bind/.project
+++ b/.eclipse/bind/.project
@@ -15,6 +15,11 @@
 		<nature>org.eclipse.jdt.core.javanature</nature>
 	</natures>
 	<linkedResources>
+		<link>
+			<name>PULSE_BIND</name>
+			<type>2</type>
+			<locationURI>PULSE_BIND</locationURI>
+		</link>
 		<link>
 			<name>java</name>
 			<type>2</type>
diff --git a/.eclipse/pulse/.classpath b/.eclipse/pulse/.classpath
index 9c8e9427..77a61cbc 100644
--- a/.eclipse/pulse/.classpath
+++ b/.eclipse/pulse/.classpath
@@ -21,5 +21,9 @@
 	<classpathentry kind="var" path="SOURCE_DIR/src/java/jar/slf4j-api-1.7.36.jar"/>
 	<classpathentry kind="var" path="SOURCE_DIR/src/java/jar/slf4j-simple-1.6.1.jar"/>
 	<classpathentry kind="var" path="SOURCE_DIR/src/java/jar/javassist-3.28.0-GA.jar"/>
+	<classpathentry kind="var" path="SOURCE_DIR/src/java/jar/commons-io-2.11.0.jar"/>
+	<classpathentry kind="var" path="SOURCE_DIR/src/java/jar/log4j-api-2.17.2.jar"/>
+	<classpathentry kind="var" path="SOURCE_DIR/src/java/jar/log4j-core-2.17.2.jar"/>
+	<classpathentry kind="var" path="SOURCE_DIR/src/java/jar/commons-math3-3.6.1.jar"/>
 	<classpathentry kind="output" path="build"/>
 </classpath>
diff --git a/data/human/adult/validation/PatientValidationData.xlsx b/data/human/adult/validation/PatientValidationData.xlsx
index bb8c1ee5d3788ff3e37cb4df441c6943c855319e..8f4ea762a49f989a4f0c916d882c7f5cba0a0a99 100644
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diff --git a/data/human/adult/validation/SystemValidationData.xlsx b/data/human/adult/validation/SystemValidationData.xlsx
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diff --git a/src/java/com/kitware/pulse/cdm/testing/validation/PatientValidation.java b/src/java/com/kitware/pulse/cdm/testing/validation/PatientValidation.java
index 329d7e11..1f4d3a0d 100644
--- a/src/java/com/kitware/pulse/cdm/testing/validation/PatientValidation.java
+++ b/src/java/com/kitware/pulse/cdm/testing/validation/PatientValidation.java
@@ -16,8 +16,8 @@ public class PatientValidation extends ValidationTool
     DEFAULT_DIRECTORY = cfg.getValidationDirectory();
     DEFAULT_FILE = "PatientValidationData.xlsx";
     TABLE_TYPE = "Patient";
-    HEADER_PREPEND = "Patient";
     VALIDATION_FOLDER = "patients";
+    patientValidation = true;
   }
   public static void main(String[] args)
   {
diff --git a/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java b/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java
index f2bf55aa..6fddca95 100644
--- a/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java
+++ b/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java
@@ -8,6 +8,7 @@ import java.io.File;
 import java.io.FileInputStream;
 import java.io.FileReader;
 import java.io.FileWriter;
+import java.io.FilenameFilter;
 import java.io.PrintWriter;
 import java.lang.reflect.Method;
 import java.util.ArrayList;
@@ -15,23 +16,27 @@ import java.util.HashMap;
 import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
-import java.util.Properties;
 import java.util.Set;
 import java.util.TreeMap;
 
 import org.apache.poi.ss.usermodel.Cell;
+import org.apache.poi.ss.usermodel.CellType;
 import org.apache.poi.ss.usermodel.FormulaEvaluator;
 import org.apache.poi.ss.usermodel.Row;
 import org.apache.poi.xssf.usermodel.XSSFSheet;
 import org.apache.poi.xssf.usermodel.XSSFWorkbook;
 
 import com.google.protobuf.InvalidProtocolBufferException;
-
+import com.google.protobuf.util.JsonFormat;
+import com.kitware.pulse.cdm.bind.Patient.PatientData.eSex;
 import com.kitware.pulse.cdm.bind.Properties.ScalarData;
+import com.kitware.pulse.cdm.bind.TestReport.PropertyValidationData;
+import com.kitware.pulse.cdm.bind.TestReport.PropertyValidationListData;
 import com.kitware.pulse.cdm.patient.SEPatient;
 import com.kitware.pulse.cdm.patient.assessments.SEPatientAssessment;
 import com.kitware.pulse.cdm.properties.SEScalar;
 import com.kitware.pulse.utilities.DoubleUtils;
+import com.kitware.pulse.utilities.FileUtils;
 import com.kitware.pulse.utilities.Log;
 import com.kitware.pulse.utilities.RunConfiguration;
 import com.kitware.pulse.utilities.StringUtils;
@@ -46,12 +51,13 @@ public abstract class ValidationTool
     SystemValidation.main(args);
     //PatientValidation.main(args);
   }
+  protected enum RunType { DOC, DATA };
   protected String DEST_DIRECTORY;
   protected String DEFAULT_DIRECTORY;
   protected String DEFAULT_FILE;
   protected String TABLE_TYPE;
-  protected String HEADER_PREPEND="";
   protected String VALIDATION_FOLDER;
+  protected RunType RUN_TYPE=RunType.DOC;
   protected RunConfiguration cfg;
   
   public ValidationTool()
@@ -76,6 +82,7 @@ public abstract class ValidationTool
   // Patient2System variables take the value from the patient file and compare it to a system property
   // PerWeight calculates the expected value based on the patient weight
   
+  protected boolean                         patientValidation=false;// Are we validating a patient or a system (with or without a patient)
   protected SEPatient                       patient;
   protected Map<String,List<Double>>        resultData = new HashMap<>();
   protected Map<String,SEPatientAssessment> assessments;
@@ -129,33 +136,62 @@ public abstract class ValidationTool
 
   public void loadData(String csv_root)
   {
+    FilenameFilter fileFilter = new FilenameFilter()
+    {
+         @Override
+         public boolean accept(File f, String name)
+         {
+           if (name.endsWith(".csv"))
+             return true;
+           if(name.endsWith(".json") && name.contains("@"))
+             return true;
+           return false;
+         }
+     };
+     
     String directoryName = DEFAULT_DIRECTORY;
     String fileName = DEFAULT_FILE;
     String destinationDirectory = DEST_DIRECTORY;
     if (csv_root.equals("TEST"))
-      csv_root = "test_results";
+      csv_root = "./test_results/scenarios/validation/"+VALIDATION_FOLDER+"/";
     else if(csv_root.equals("BASELINE"))
-      csv_root = "verification";
+      csv_root = "./verification/scenarios/validation/"+VALIDATION_FOLDER+"/";
     else
     {
-      Log.warn("CSV source directory not specified, using baseline files for validation");
-      csv_root = "verification";
+      Log.info("Looking for csv files in "+csv_root+"...");
+      File f = new File(csv_root);
+      if(f.list(fileFilter).length > 0)
+      {
+        if(!csv_root.endsWith("/"))
+          csv_root = csv_root+"/";
+        destinationDirectory = csv_root;
+        RUN_TYPE = RunType.DATA;
+      }
+      else
+      {
+        Log.warn("No CSV files found, using baseline files for validation");
+        csv_root = "./verification/scenarios/validation/"+VALIDATION_FOLDER+"/";
+      }
     }
 
     try
     {
-      File dest = new File(DEST_DIRECTORY);
-      dest.mkdir();
-      // Delete current dir contents
-      // FileUtils.delete(destinationDirectory);
-      // Ok, let's make them again
-      // FileUtils.createDirectory(destinationDirectory);
+      if(!destinationDirectory.equals(csv_root))
+      {
+        File dest = new File(destinationDirectory);
+        dest.mkdir();
+        // Delete current dir contents
+        // FileUtils.delete(destinationDirectory);
+        // Ok, let's make them again
+        // FileUtils.createDirectory(destinationDirectory);
+      }
     }
     catch(Exception ex)
     {
       Log.error("Unable to clean directories");
       return;
     }
+    
     try
     {   
       File xls = new File(directoryName+"/"+fileName);
@@ -164,29 +200,21 @@ public abstract class ValidationTool
         Log.error("Could not find xls file "+directoryName+"/"+fileName);
         return;
       }
-      // Read in props file
-      File file = new File(cfg.getTestConfigDirectory()+"/ValidationTables.config");
-      FileInputStream fileInput = new FileInputStream(file);
-      Properties config = new Properties();
-      config.load(fileInput);
-      fileInput.close();
-      
       
       html.append("<html>");
       html.append("<body>");
       html.append("<h1>"+TABLE_TYPE+"Validation</h1><br>");
       
       // Get a list of all the results files we have to work with
-      
-      File vdir = new File("./"+csv_root+"/scenarios/validation/"+VALIDATION_FOLDER+"/");
-      String[] vFiles = vdir.list();
+      File vdir = new File(csv_root);
+      String[] vFiles = vdir.list(fileFilter);
       if(vFiles==null || vFiles.length==0)
       {
-        Log.error("No validation files were found, run the validation scenarios please");
+        Log.error("No csv files were found, generate those please");
         return;
       }
       
-      // Now read in the spreadsheet      
+      // Now read in the spreadsheet
       FileInputStream xlFile = new FileInputStream(directoryName+"/"+fileName);
       XSSFWorkbook xlWBook =  new XSSFWorkbook (xlFile);
       
@@ -196,6 +224,7 @@ public abstract class ValidationTool
       Map<String,List<ValidationRow>> tableErrors = new HashMap<>();
       List<ValidationRow> allRows = new ArrayList<>();
       Map<String,SummaryRow> summary = new TreeMap<>();
+      
       for(int i=0; i<xlWBook.getNumberOfSheets(); i++)
       {
         XSSFSheet xlSheet = xlWBook.getSheetAt(i);
@@ -219,9 +248,9 @@ public abstract class ValidationTool
         {
           Log.info("Processing "+resultsName);
           try
-          {          
+          {
             // Look for a results file
-            CSVContents results = new CSVContents("./"+csv_root+"/scenarios/validation/"+VALIDATION_FOLDER+"/"+resultsName);
+            CSVContents results = new CSVContents(csv_root+resultsName);
             results.readAll(resultData);
             // Find any assessments
             assessments = new HashMap<>();
@@ -231,7 +260,7 @@ public abstract class ValidationTool
               {
                 try
                 {
-                  SEPatientAssessment ass = SEPatientAssessment.readAssessment("./"+csv_root+"/scenarios/validation/"+VALIDATION_FOLDER+"/"+vFile);
+                  SEPatientAssessment ass = SEPatientAssessment.readAssessment(csv_root+vFile);
                   assessments.put(vFile,ass);
                 }
                 catch(InvalidProtocolBufferException ex)
@@ -251,12 +280,17 @@ public abstract class ValidationTool
           }
           // Is this patient validation?
           patient = null;
-          if(TABLE_TYPE.equals("Patient"))
+          if(TABLE_TYPE.equals("Patient") || RUN_TYPE == RunType.DATA)
           {
             // Patient Name is encoded in the naming convention (or else it needs to be)
             String patientName = resultsName.substring(resultsName.lastIndexOf("-")+1,resultsName.indexOf("Results"));
             patient = new SEPatient();
-            patient.readFile("./stable/"+patientName+".json");
+            // Check to see if we have a patient file in our csv_root dir first
+            File f = new File(csv_root+"patient.init.json");
+            if(f.exists())
+              patient.readFile(csv_root+"patient.init.json");
+            else
+              patient.readFile("./stable/"+patientName+".json");
           }
 
           allRows.clear();
@@ -265,14 +299,13 @@ public abstract class ValidationTool
           // Read the sheet and process all the validation data rows
           try
           {
-
             int rows = xlSheet.getPhysicalNumberOfRows();
             for (int r = 0; r < rows; r++) 
             {
               Row row = xlSheet.getRow(r);
               if (row == null) 
                 continue;
-              int cells = 11;//row.getPhysicalNumberOfCells();
+              int cells = 13;//row.getPhysicalNumberOfCells();
               Cell cell = row.getCell(0);
               if(cell==null)
                 continue;
@@ -280,14 +313,63 @@ public abstract class ValidationTool
               String cellValue = cell.getStringCellValue();
               if(cellValue==null||cellValue.isEmpty())
                 continue;// No property, skip it
-              //if(cellValue.compareTo("Color")==0)
-              //  System.out.println("Here!");
+              // Check to see if this has a patient table
+              // We can push patient values to for dynamic validation
+              if(cellValue.equals("Patient Inputs"))
+              {
+                for (r++; r < rows; r++)
+                {
+                  row = xlSheet.getRow(r);
+                  Cell cName = row.getCell(0);
+                  Cell cUnits = row.getCell(1);
+                  Cell cValue = row.getCell(2);
+                  String name = cName.getStringCellValue();
+                  if(name == null||name.isEmpty())
+                    break;
+                  if(name.equals("Gender"))
+                  {
+                    if(patient == null)
+                    {
+                      Log.info("Using default gender of "+cValue.getStringCellValue());
+                      continue;// Just step through these to the end
+                    }
+                    String gender = patient.getSex()==eSex.Male?"Male":"Female";
+                    cValue.setCellValue(gender);
+                    Log.info("Setting patient gender to "+gender);
+                    continue;
+                  }
+                  if(cValue.getCellType() != CellType.NUMERIC)
+                  {
+                    //evaluator.evaluateFormulaCell(cValue);
+                    Log.info("Using equation for "+name+ ", which computed value of "+cValue.getNumericCellValue()+cUnits.getStringCellValue());
+                    continue;// Skip equations
+                  }
+                  String units = "";
+                  if(cUnits != null)
+                    units = cUnits.getStringCellValue();
+                  if(patient == null)
+                  {
+                    Log.info("Using the default "+name+" of "+cValue.getNumericCellValue()+cUnits.getStringCellValue());
+                    continue;// Just step through these to the end
+                  }
+                  Method m = SEPatient.class.getMethod("get"+name);
+                  SEScalar s = ((SEScalar)m.invoke(patient));
+                  if(s.isValid())
+                  {
+                    double value = s.getValue(units);
+                    Log.info("Setting patient "+name+" to "+value+units);
+                    cValue.setCellValue(value);
+                  }
+                  else
+                    Log.error("Patient does not have a value for "+name+", using default in spreadsheet");
+                }
+                continue;
+              }
               if (row.getCell(1) != null)
                 cellValue = row.getCell(1).getStringCellValue();
               if(cellValue!=null&&cellValue.equals("Units"))
                 continue;// Header
 
-
               ValidationRow vRow = new ValidationRow();
               allRows.add(vRow);
               for (int c = 0; c <= cells; c++) 
@@ -365,9 +447,12 @@ public abstract class ValidationTool
                       }
                     }
                     break;
-                  case 3://D
+                  case 3://D Male Multiplier
+                    break;
+                  case 4://E Femaile Multiplier
+                  case 5://F
                     // Replace any return characters with empty
-                    if(patient!=null && vRow.name.indexOf('*')==-1)
+                    if(patientValidation && vRow.name.indexOf('*')==-1)
                     {
                       try
                       {
@@ -396,37 +481,37 @@ public abstract class ValidationTool
                       vRow.refValues = cellValue.replace("\n","");
                     
                     break;
-                  case 4://E
+                  case 6://G
                     // Replace any return characters with empty
                     if(cellValue!=null)
                       cellValue = cellValue.replace("\n","");
                     vRow.refCites = cellValue;
                     break;
-                  case 5://F Reference Page (Internal only)
+                  case 7://H Reference Page (Internal only)
                     break;
-                  case 6://G Notes
+                  case 8://I Notes
                     if(cellValue!=null)
                       vRow.notes = cellValue;
                     break;// Skipping for now
-                  case 7://H Internal Notes (Internal only)
+                  case 9://J Internal Notes (Internal only)
                     break;
-                  case 8://I Reading (Internal only)
+                  case 10://K Reading (Internal only)
                     break;
-                  case 9://J Table (Internal only)
+                  case 11://L Table (Internal only)
                     if(cellValue==null)
                       cellValue = "";
                     vRow.table = cellValue;
-                    if(patient!=null)
-                      vRow.table = patient.getName() +"Patient"+cellValue;
+                    if(patientValidation)
+                      vRow.table = patient.getName()+cellValue;
                     break;
-                  case 10://K ResultFile (Internal only)
+                  case 12://M ResultFile (Internal only)
                     if(cellValue!=null)
                       vRow.resultFile = cellValue;
                     break;
-                  case 11://L Mantissa Digits
+                  case 13://N Mantissa Digits
                     if(cellValue!=null)
                       vRow.doubleFormat = cellValue;
-                    if(patient != null && vRow.dType != DataType.Patient2SystemMean)
+                    if(patientValidation && vRow.dType != DataType.Patient2SystemMean)
                       vRow.refValues = String.format("%."+vRow.doubleFormat, vRow.refValue);
                     break;
                 }
@@ -471,38 +556,49 @@ public abstract class ValidationTool
             if(name.contains("All"))
               continue;
             List<ValidationRow> t = tables.get(name);
-            AddToSummary(summary, name, t);
-            WriteHTML(t,name);
-            WriteDoxyTable(t,name,destinationDirectory);
-            if(name.equalsIgnoreCase(sheetName))
+            if(RUN_TYPE == RunType.DOC)
             {
-              List<String> properties = new ArrayList<>();
-              for(ValidationRow vRow : t)  
-                properties.add(vRow.name);
-              for(ValidationRow vRow : tableErrors.get(name))  
-                properties.add(vRow.name);
-              CrossCheckValidationWithSchema(properties, tableErrors.get(name), name);
+              AddToSummary(summary, name, t);
+              WriteHTML(t,name);
+              WriteDoxyTable(t,name,destinationDirectory);
+              if(name.equalsIgnoreCase(sheetName))
+              {
+                List<String> properties = new ArrayList<>();
+                for(ValidationRow vRow : t)  
+                  properties.add(vRow.name);
+                for(ValidationRow vRow : tableErrors.get(name))  
+                  properties.add(vRow.name);
+                CrossCheckValidationWithSchema(properties, tableErrors.get(name), name);
+              }
+              WriteHTML(tableErrors.get(name),name+"Errors");
+              if(patientValidation)
+                CustomMarkdown(patient.getName(),destinationDirectory);
+            }
+            else
+            {
+              if(!t.isEmpty())
+                WriteValidationJson(t, csv_root+name+"ValidationResults.json");
             }
-            WriteHTML(tableErrors.get(name),name+"Errors");
-            if(patient!=null)
-              CustomMarkdown(patient.getName(),destinationDirectory);
           }
         }
       }
-      WriteSummary(summary, destinationDirectory);
       xlWBook.close();
-      WriteHTML(badSheets,fileName+" Errors");
-      html.append("</body>");
-      html.append("</html>");
-      try
-      {
-        BufferedWriter out = new BufferedWriter(new FileWriter(".//test_results/"+TABLE_TYPE+"Validation.html"));
-        out.write(html.toString());
-        out.close();
-      }
-      catch(Exception ex)
+      if(RUN_TYPE == RunType.DOC)
       {
-        Log.error("Unable to write "+TABLE_TYPE+" HTML validation report",ex);
+        WriteSummary(summary, destinationDirectory);
+        WriteHTML(badSheets,fileName+" Errors");
+        html.append("</body>");
+        html.append("</html>");
+        try
+        {
+          BufferedWriter out = new BufferedWriter(new FileWriter("./test_results/"+TABLE_TYPE+"Validation.html"));
+          out.write(html.toString());
+          out.close();
+        }
+        catch(Exception ex)
+        {
+          Log.error("Unable to write "+TABLE_TYPE+" HTML validation report",ex);
+        }
       }
     }
     catch(Exception ex)
@@ -510,37 +606,39 @@ public abstract class ValidationTool
       Log.error("Error processing spreadsheet "+fileName,ex);
     }
     // Just for fun, I am going to create a single md file with ALL the tables in it
-    
-    try
+    if(RUN_TYPE == RunType.DOC)
     {
-      String line;
-      File vDir = new File(destinationDirectory);
-      vDir.mkdir();
-      String AllTableName = VALIDATION_FOLDER+"ValidationTables.md";
-      PrintWriter writer = new PrintWriter(destinationDirectory+"/"+AllTableName, "UTF-8");
-      
-      for (String fName : vDir.list())
+      try
       {
-        if(fName.equals(AllTableName))
-          continue;
-        if(new File(fName).isDirectory())
-          continue;
-        FileReader in = new FileReader(destinationDirectory+"/"+fName);
-        BufferedReader inFile = new BufferedReader(in);
-        writer.println(fName);
-        while ((line = inFile.readLine()) != null)
-          writer.println(line);
-        inFile.close();
-        inFile = null;
-        writer.println("<br>");
+        String line;
+        File vDir = new File(destinationDirectory);
+        vDir.mkdir();
+        String AllTableName = VALIDATION_FOLDER+"ValidationTables.md";
+        PrintWriter writer = new PrintWriter(destinationDirectory+"/"+AllTableName, "UTF-8");
+        
+        for (String fName : vDir.list())
+        {
+          if(fName.equals(AllTableName))
+            continue;
+          if(new File(fName).isDirectory())
+            continue;
+          FileReader in = new FileReader(destinationDirectory+"/"+fName);
+          BufferedReader inFile = new BufferedReader(in);
+          writer.println(fName);
+          while ((line = inFile.readLine()) != null)
+            writer.println(line);
+          inFile.close();
+          inFile = null;
+          writer.println("<br>");
+        }
+        writer.close();
+        writer = null;
+        System.gc();
+      }
+      catch (Exception ex)
+      {
+        Log.error("Unable to create single validation table file.",ex);
       }
-      writer.close();
-      writer = null;
-      System.gc();
-    }
-    catch (Exception ex)
-    {
-      Log.error("Unable to create single validation table file.",ex);
     }
   }
   
@@ -1095,7 +1193,7 @@ public abstract class ValidationTool
     }
     
     vRow.results = getResults(vRow.name,vRow.unit);
-    if(vRow.results==null && patient !=null)
+    if(vRow.results==null && patientValidation)
       vRow.results = getResults("Patient"+vRow.name,vRow.unit);// See if this a patient output
     if(vRow.results==null)// Nope, I don't think the result is there
     {
@@ -1140,7 +1238,7 @@ public abstract class ValidationTool
           resultData.put(result,results);
           break;
         }
-      }            
+      }
     } 
     return results;
   }
@@ -1440,4 +1538,18 @@ public abstract class ValidationTool
     }
     html.append("</table>");
   }
+  protected void WriteValidationJson(List<ValidationRow> vData, String filepath) throws InvalidProtocolBufferException
+  {
+    PropertyValidationListData.Builder pvList = PropertyValidationListData.newBuilder();
+    for(ValidationRow vRow : vData)
+    {
+      PropertyValidationData.Builder pvd = pvList.addPropertyBuilder();
+      pvd.setName(vRow.header);
+      pvd.setExpectedValue(vRow.refValue);
+      pvd.setComputedValue(vRow.result);
+      pvd.setError(vRow.resultError);
+    }
+    pvList.build();
+    FileUtils.writeFile(filepath, JsonFormat.printer().print(pvList));
+  }
 }
diff --git a/src/schema/pulse/cdm/bind/TestReport.proto b/src/schema/pulse/cdm/bind/TestReport.proto
index 2c0aa252..bf2af446 100644
--- a/src/schema/pulse/cdm/bind/TestReport.proto
+++ b/src/schema/pulse/cdm/bind/TestReport.proto
@@ -6,6 +6,18 @@ option optimize_for = SPEED;
 
 import "pulse/cdm/bind/Properties.proto";
 
+message PropertyValidationData
+{
+  string                            Name                        = 1;
+  double                            ExpectedValue               = 2;
+  double                            ComputedValue               = 3;
+  double                            Error                       = 4;
+}
+message PropertyValidationListData
+{
+  repeated PropertyValidationData  Property                     = 1;
+}
+
 message TestErrorStatisticsData
 {
 
-- 
GitLab


From 7de116ddb19b752f5b6b59827733689eec03459f Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Tue, 5 Apr 2022 13:21:13 -0500
Subject: [PATCH 012/115] allow csv file mapping to work with threads

---
 src/cpp/study/patient_variability/PVRunner.cpp | 7 ++++---
 src/cpp/study/patient_variability/PVRunner.h   | 1 -
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/cpp/study/patient_variability/PVRunner.cpp b/src/cpp/study/patient_variability/PVRunner.cpp
index 8bbc732b..f0e6ae8a 100644
--- a/src/cpp/study/patient_variability/PVRunner.cpp
+++ b/src/cpp/study/patient_variability/PVRunner.cpp
@@ -186,6 +186,7 @@ namespace pulse::study::patient_variability
     pulse->GetEngineTracker()->GetDataRequestManager().SetResultsFilename(results);
     std::string scenario_dir;
     ConfigSet* config = ConfigParser::FileToConfigSet("run.config");
+    std::map<std::string,std::vector<std::string>> scenarioRequests;
     if (config->HasKey("scenario_dir"))
     {
       scenario_dir = config->GetValue("scenario_dir");
@@ -206,12 +207,12 @@ namespace pulse::study::patient_variability
         std::string scenario_filename;
         SplitFilenamePath(scenario_filepath,scenario_filename);
         std::string output_csv_file = Replace(scenario_filename, ".json", "Results.csv");
-        m_ScenarioRequests.insert(std::pair<std::string, std::vector<std::string>>(output_csv_file, std::vector<std::string>()));
+        scenarioRequests.insert(std::pair<std::string, std::vector<std::string>>(output_csv_file, std::vector<std::string>()));
 
         for(auto dr: s.GetDataRequestManager().GetDataRequests())
         {
           SEDataRequest& new_dr = pulse->GetEngineTracker()->GetDataRequestManager().CopyDataRequest(*dr);
-          m_ScenarioRequests[output_csv_file].push_back(new_dr.GetHeaderName());
+          scenarioRequests[output_csv_file].push_back(new_dr.GetHeaderName());
         }
       }
     }
@@ -239,7 +240,7 @@ namespace pulse::study::patient_variability
     patient.set_stabilizationtime_s(profiler.GetElapsedTime_s("Total"));
     pulse->GetLogger()->Info("It took " + cdm::to_string(patient.stabilizationtime_s()) + "s to run this Patient");
 
-    CSV::SplitCSV(results, m_ScenarioRequests);
+    CSV::SplitCSV(results, scenarioRequests);
     remove(results.c_str());
 
     // TODO Run the Java System and Patient validation scripts
diff --git a/src/cpp/study/patient_variability/PVRunner.h b/src/cpp/study/patient_variability/PVRunner.h
index efa02f34..df142acd 100644
--- a/src/cpp/study/patient_variability/PVRunner.h
+++ b/src/cpp/study/patient_variability/PVRunner.h
@@ -45,6 +45,5 @@ namespace pulse::study::patient_variability
     std::vector<std::thread>   m_Threads;
     pulse::study::bind::patient_variability::PatientStateListData* m_PatientList;
     pulse::study::bind::patient_variability::PatientStateListData* m_PatientResultsList;
-    std::map<std::string,std::vector<std::string>> m_ScenarioRequests;
   };
 }
\ No newline at end of file
-- 
GitLab


From cd862523ec3af0ed47f89755c2e095586f8ccb23 Mon Sep 17 00:00:00 2001
From: Aaron Bray <aaron.bray@kitware.com>
Date: Tue, 5 Apr 2022 21:41:06 -0400
Subject: [PATCH 013/115] =?UTF-8?q?=EF=BB=BFClean=20up=20data=20reqest=20l?=
 =?UTF-8?q?ogic=20Add=20a=20block=20to=20advance=202min=20for=20data=20col?=
 =?UTF-8?q?lection=20Integrate=20Java=20functionality=20into=20our=20study?=
 =?UTF-8?q?=20via=20our=20run=20utility?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 bin/run.cmake.in                                            | 3 +++
 src/cpp/cdm/engine/SEDataRequest.cpp                        | 4 ++--
 src/cpp/cdm/utils/FileUtils.cpp                             | 4 +++-
 src/cpp/study/patient_variability/PVRunner.h                | 1 -
 .../pulse/cdm/testing/validation/PatientValidation.java     | 6 ++++--
 .../pulse/cdm/testing/validation/SystemValidation.java      | 5 +++--
 6 files changed, 15 insertions(+), 8 deletions(-)

diff --git a/bin/run.cmake.in b/bin/run.cmake.in
index 6fe0d57e..d5ff4329 100644
--- a/bin/run.cmake.in
+++ b/bin/run.cmake.in
@@ -53,6 +53,9 @@ if(TYPE STREQUAL "tests" OR TYPE STREQUAL "SystemValidation" OR TYPE STREQUAL "P
     execute_process(COMMAND "${Java_JAVA_EXECUTABLE}" -classpath "${JAVA_CLASSPATH}" com.kitware.pulse.cdm.testing.SETestDriver PatientVerification.config)
     execute_process(COMMAND "${Java_JAVA_EXECUTABLE}" -classpath "${JAVA_CLASSPATH}" com.kitware.pulse.cdm.testing.validation.PatientValidation TEST)
   endif()
+elseif(TYPE STREQUAL "validateFolder")# ARG1 is folder path, if ARG2 is provided and 'false', java logging is turned off
+    execute_process(COMMAND "${Java_JAVA_EXECUTABLE}" -classpath "${JAVA_CLASSPATH}" com.kitware.pulse.cdm.testing.validation.PatientValidation ${ARG1} ${ARG2})
+    execute_process(COMMAND "${Java_JAVA_EXECUTABLE}" -classpath "${JAVA_CLASSPATH}" com.kitware.pulse.cdm.testing.validation.SystemValidation ${ARG1} ${ARG2})
 elseif(TYPE STREQUAL "genData")
   execute_process(COMMAND "${Java_JAVA_EXECUTABLE}" -classpath "${JAVA_CLASSPATH}" com.kitware.pulse.dataset.DataSetReader)
   execute_process(COMMAND "${Java_JAVA_EXECUTABLE}" -classpath "${JAVA_CLASSPATH}" com.kitware.pulse.dataset.ValidationDataSetReader)
diff --git a/src/cpp/cdm/engine/SEDataRequest.cpp b/src/cpp/cdm/engine/SEDataRequest.cpp
index 1b1f6733..8864c30d 100644
--- a/src/cpp/cdm/engine/SEDataRequest.cpp
+++ b/src/cpp/cdm/engine/SEDataRequest.cpp
@@ -195,7 +195,7 @@ void SEDataRequest::SetRequestedUnit(const std::string& unit)
 }
 bool SEDataRequest::HasRequestedUnit() const
 {
-  return m_RequestedUnit.empty()?false:true;
+  return m_RequestedUnit.empty()||m_RequestedUnit=="unitless" ? false : true;
 }
 void SEDataRequest::InvalidateRequestedUnit()
 {
@@ -259,7 +259,7 @@ std::string SEDataRequest::GetHeaderName() const
         ss << GetPropertyName();
       else if(HasUnit())
         ss << GetPropertyName() << "(" << *GetUnit() << ")";
-      else //Requested unit
+      else // Requested Unit
         ss << GetPropertyName() << "(" << GetRequestedUnit() << ")";
 
       return Space2Underscore(ss.str());
diff --git a/src/cpp/cdm/utils/FileUtils.cpp b/src/cpp/cdm/utils/FileUtils.cpp
index efe8fdca..f38fb59c 100644
--- a/src/cpp/cdm/utils/FileUtils.cpp
+++ b/src/cpp/cdm/utils/FileUtils.cpp
@@ -164,6 +164,7 @@ void ListFiles(const std::string& dir, std::vector<std::string>& files, bool rec
       if (std::filesystem::exists(entry.status()) && std::filesystem::is_regular_file(entry.status()))
       {
         filename = entry.path().string();
+        std::replace(filename.begin(), filename.end(), '\\', '/');
         if (filename.find(mask) != std::string::npos)
           files.push_back(filename);
       }
@@ -177,6 +178,7 @@ void ListFiles(const std::string& dir, std::vector<std::string>& files, bool rec
       if (std::filesystem::exists(entry.status()) && std::filesystem::is_regular_file(entry.status()))
       {
         filename = entry.path().string();
+        std::replace(filename.begin(), filename.end(), '\\', '/');
         if (filename.find(mask) != std::string::npos)
           files.push_back(filename);
       }
@@ -213,7 +215,7 @@ bool IsJSONFile(const std::string& filename)
 
 bool SplitFilenamePath(const std::string& filepath, std::string& filename)
 {
-  auto slash = filepath.find_last_of("/");
+  auto slash = filepath.find_last_of("\\/");
   (slash == std::string::npos) ?
     slash = 0 : slash++;
   filename = filepath.substr(slash);
diff --git a/src/cpp/study/patient_variability/PVRunner.h b/src/cpp/study/patient_variability/PVRunner.h
index df142acd..edf47c7d 100644
--- a/src/cpp/study/patient_variability/PVRunner.h
+++ b/src/cpp/study/patient_variability/PVRunner.h
@@ -37,7 +37,6 @@ namespace pulse::study::patient_variability
     pulse::study::bind::patient_variability::PatientStateData* GetNextPatient();
 
     std::mutex  m_mutex;
-    bool m_Running;
 
     std::string m_RootDir;
     std::string m_PatientResultsListFile;
diff --git a/src/java/com/kitware/pulse/cdm/testing/validation/PatientValidation.java b/src/java/com/kitware/pulse/cdm/testing/validation/PatientValidation.java
index 1f4d3a0d..848938b6 100644
--- a/src/java/com/kitware/pulse/cdm/testing/validation/PatientValidation.java
+++ b/src/java/com/kitware/pulse/cdm/testing/validation/PatientValidation.java
@@ -22,14 +22,16 @@ public class PatientValidation extends ValidationTool
   public static void main(String[] args)
   {
     JNIBridge.initialize();
-    Log.info("Running with agrs : "+Arrays.toString(args));
     PatientValidation me = new PatientValidation();
     if(args.length==0)
     {
       me.loadData("TEST");
     }
     else
-    {      
+    {
+      if(args.length>=2 && args[1].equals("false"))
+        Log.output2Console = false;
+      Log.info("Running with agrs : "+Arrays.toString(args));
       me.loadData(args[0]);
     }
   }
diff --git a/src/java/com/kitware/pulse/cdm/testing/validation/SystemValidation.java b/src/java/com/kitware/pulse/cdm/testing/validation/SystemValidation.java
index e5b08c28..57ffef98 100644
--- a/src/java/com/kitware/pulse/cdm/testing/validation/SystemValidation.java
+++ b/src/java/com/kitware/pulse/cdm/testing/validation/SystemValidation.java
@@ -20,7 +20,6 @@ public class SystemValidation extends ValidationTool
   public static void main(String[] args)
   {
     JNIBridge.initialize();
-    Log.info("Running with agrs : "+Arrays.toString(args));
     SystemValidation me = new SystemValidation();
     if(args.length==0)
     {
@@ -28,8 +27,10 @@ public class SystemValidation extends ValidationTool
     }
     else
     {
+      if(args.length>=2 && args[1].equals("false"))
+        Log.output2Console = false;
+      Log.info("Running with agrs : "+Arrays.toString(args));
       me.loadData(args[0]);
     }
   }
-
 }
-- 
GitLab


From 4dc924d21ad19361d282defaafcd7c0b1cdbfe5e Mon Sep 17 00:00:00 2001
From: Aaron Bray <aaron.bray@kitware.com>
Date: Tue, 5 Apr 2022 21:49:00 -0400
Subject: [PATCH 014/115] Add a block to advance 2min for data collection
 Integrate Java functionality into our study via our run utility

---
 .../study/patient_variability/PVRunner.cpp    | 42 +++++++++++++------
 1 file changed, 30 insertions(+), 12 deletions(-)

diff --git a/src/cpp/study/patient_variability/PVRunner.cpp b/src/cpp/study/patient_variability/PVRunner.cpp
index f0e6ae8a..0f1855fc 100644
--- a/src/cpp/study/patient_variability/PVRunner.cpp
+++ b/src/cpp/study/patient_variability/PVRunner.cpp
@@ -181,12 +181,13 @@ namespace pulse::study::patient_variability
 
     // Read in all System and Patient validation scenarios
     // Add in all the data requests from all of those files
-    pulse->GetEngineTracker()->GetDataRequestManager().CreatePhysiologyDataRequest("HeartRate", FrequencyUnit::Per_min);
-    std::string results = m_RootDir + patient.outputbasefilename() + "/patient.csv";
+    std::string results = m_RootDir + patient.outputbasefilename() + "/AllValidationResults.csv";
     pulse->GetEngineTracker()->GetDataRequestManager().SetResultsFilename(results);
+
     std::string scenario_dir;
+
+    std::map<std::string, std::vector<std::string>> allScenarioRequests;
     ConfigSet* config = ConfigParser::FileToConfigSet("run.config");
-    std::map<std::string,std::vector<std::string>> scenarioRequests;
     if (config->HasKey("scenario_dir"))
     {
       scenario_dir = config->GetValue("scenario_dir");
@@ -207,15 +208,20 @@ namespace pulse::study::patient_variability
         std::string scenario_filename;
         SplitFilenamePath(scenario_filepath,scenario_filename);
         std::string output_csv_file = Replace(scenario_filename, ".json", "Results.csv");
-        scenarioRequests.insert(std::pair<std::string, std::vector<std::string>>(output_csv_file, std::vector<std::string>()));
+        allScenarioRequests.insert(std::pair<std::string, std::vector<std::string>>(output_csv_file, std::vector<std::string>()));
 
         for(auto dr: s.GetDataRequestManager().GetDataRequests())
         {
           SEDataRequest& new_dr = pulse->GetEngineTracker()->GetDataRequestManager().CopyDataRequest(*dr);
-          scenarioRequests[output_csv_file].push_back(new_dr.GetHeaderName());
+          allScenarioRequests[output_csv_file].push_back(new_dr.GetHeaderName());
         }
       }
     }
+    else
+    {
+      Error("Cannot find scenario root... cannot add any data requests...");
+      return false;
+    }
 
     // Create our patient
     SEPatientConfiguration pc;
@@ -238,15 +244,27 @@ namespace pulse::study::patient_variability
     }
     patient.set_achievedstabilization(true);
     patient.set_stabilizationtime_s(profiler.GetElapsedTime_s("Total"));
-    pulse->GetLogger()->Info("It took " + cdm::to_string(patient.stabilizationtime_s()) + "s to run this Patient");
+    pulse->GetLogger()->Info("It took " + cdm::to_string(patient.stabilizationtime_s()) + "s to stabilize this Patient");
+
+    double dT_s = pulse->GetTimeStep(TimeUnit::s);
+    int count = static_cast<int>(120 / dT_s);
+
+    pulse->GetEngineTracker()->TrackData(0);
+    for (int i = 0; i < count; i++)
+    {
+      if (!pulse->AdvanceModelTime()) // Compute 1 time step
+        return false;
+      // Pull Track will pull data from the engine and append it to the file
+      pulse->GetEngineTracker()->TrackData(pulse->GetSimulationTime(TimeUnit::s));
+    }
+    pulse->GetEngineTracker()->ResetFile();// So we can close it
 
-    CSV::SplitCSV(results, scenarioRequests);
-    remove(results.c_str());
+    CSV::SplitCSV(results, allScenarioRequests);
+    if (std::remove(results.c_str()) != 0)
+      Error("Unable to remove file " + results);
 
-    // TODO Run the Java System and Patient validation scripts
-    // This will probably be a new java class that calls existing validation classes
-    // And we will need to provide the patient.json file to it so it can push data to the xlsx
-    // That java class should write out a report or something to our patient.outputbasefilename
+    std::string command = "cmake -DTYPE:STRING=validateFolder -DARG1:STRING="+m_RootDir+patient.outputbasefilename()+" -DARG2:STRING=false -P run.cmake";
+    std::system(command.c_str());
 
     // Add our results to our results file
     m_mutex.lock();
-- 
GitLab


From de8a76998d17a9a82b41e264aa068d29eb1be8f2 Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Wed, 6 Apr 2022 10:18:25 -0500
Subject: [PATCH 015/115] actually run more than one patient

---
 .../study/patient_variability/PVGenerator.cpp | 21 +++++------
 .../study/patient_variability/PVRunner.cpp    |  2 +-
 src/cpp/study/patient_variability/main.cpp    | 37 ++++++++++++++++++-
 3 files changed, 46 insertions(+), 14 deletions(-)

diff --git a/src/cpp/study/patient_variability/PVGenerator.cpp b/src/cpp/study/patient_variability/PVGenerator.cpp
index 013394a0..5a57e6e4 100644
--- a/src/cpp/study/patient_variability/PVGenerator.cpp
+++ b/src/cpp/study/patient_variability/PVGenerator.cpp
@@ -31,27 +31,25 @@ namespace pulse::study::patient_variability
       // Adjust height range based on sex
       unsigned int heightMin_cm = heightMaleMin_cm;
       unsigned int heightMax_cm = heightMaleMax_cm;
-      std::string sex_dir = "male";
+      std::string sex_dir = "/male";
       if( sex == Female )
       {
         heightMin_cm = heightFemaleMin_cm;
         heightMax_cm = heightFemaleMax_cm;
-        sex_dir = "female";
+        sex_dir = "/female";
       }
 
-      std::string sex_path = "/" + sex_dir;
-
       for( unsigned int age_yr = ageMin_yr; age_yr <= ageMax_yr; age_yr += ageStep_yr )
       {
-        std::string age_path = sex_path + "/age_yr" + std::to_string(age_yr);
+        std::string age_dir = "/age_yr" + std::to_string(age_yr);
 
         for( unsigned int height_cm = heightMin_cm; height_cm <= heightMax_cm; height_cm += heightStep_cm )
         {
-          std::string height_path = age_path + "/height_cm" + std::to_string(height_cm);
+          std::string height_dir = "/height_cm" + std::to_string(height_cm);
 
           for( double bmi = bmiMin; bmi <= bmiMax; bmi += bmiStep )
           {
-            std::string bmi_path = height_path + "/bmi" + pulse::cdm::to_string(bmi);
+            std::string bmi_dir = "/bmi" + pulse::cdm::to_string(bmi);
 
             // BMI = kg/m2
             // kg = BMI * m2
@@ -62,15 +60,16 @@ namespace pulse::study::patient_variability
 
             for( unsigned int hr_bpm = hrMin_bpm; hr_bpm <= hrMax_bpm; hr_bpm += hrStep_bpm )
             {
-              std::string hr_path = bmi_path + "/hr_bpm" + std::to_string(hr_bpm);
+              std::string hr_dir = "/hr_bpm" + std::to_string(hr_bpm);
 
               for( unsigned int map_mmHg = mapMin_mmHg; map_mmHg <= mapMax_mmHg; map_mmHg += mapStep_mmHg )
               {
-                std::string map_path = hr_path + "/map_mmHg" + std::to_string(map_mmHg);
+                std::string map_dir = "/map_mmHg" + std::to_string(map_mmHg);
 
                 for( unsigned int pp_mmHg = pulsePressureMin_mmHg; pp_mmHg <= pulsePressureMax_mmHg; pp_mmHg += pulsePressureStep_mmHg )
                 {
-                  std::string full_dir_path = map_path + "/pp_mmHg" + std::to_string(pp_mmHg);
+                  std::string pp_dir = "/pp_mmHg" + std::to_string(pp_mmHg);
+                  std::string full_dir_path = age_dir + bmi_dir + hr_dir + map_dir + pp_dir + sex_dir + height_dir;
 
                   // systolic - diastolic = pulse pressure
                   // MAP = (systolic + 2 * diastolic) / 3
@@ -78,7 +77,7 @@ namespace pulse::study::patient_variability
                   double systolic_mmHg  = pp_mmHg + diastolic_mmHg;
 
                   auto patientData = pData.add_patient();
-                  patientData->set_id(id);
+                  patientData->set_id(id++);
                   patientData->set_sex((pulse::cdm::bind::PatientData_eSex)sex);
                   patientData->set_age_yr(age_yr);
                   patientData->set_height_cm(height_cm);
diff --git a/src/cpp/study/patient_variability/PVRunner.cpp b/src/cpp/study/patient_variability/PVRunner.cpp
index 0f1855fc..c40a038f 100644
--- a/src/cpp/study/patient_variability/PVRunner.cpp
+++ b/src/cpp/study/patient_variability/PVRunner.cpp
@@ -338,4 +338,4 @@ namespace pulse::study::patient_variability
   {
     return PBUtils::SerializeFromFile(filename, dst, GetLogger());
   }
-}
\ No newline at end of file
+}
diff --git a/src/cpp/study/patient_variability/main.cpp b/src/cpp/study/patient_variability/main.cpp
index 9c213ff1..3bfd8177 100644
--- a/src/cpp/study/patient_variability/main.cpp
+++ b/src/cpp/study/patient_variability/main.cpp
@@ -14,7 +14,9 @@ int main(int argc, char* argv[])
   std::string mode = ""; // Default is to run the manual else below
   if (argc <= 1)
   {
-    mode = "test";
+    //mode = "full";
+    mode = "solo";
+    //mode = "test";
   }
   else
   {
@@ -62,7 +64,7 @@ int main(int argc, char* argv[])
 
     pvg.GeneratePatientList(patients);
   }
-  else if (mode == "test")
+  else if (mode == "solo")
   {
     PVGenerator pvg(&log);
     pvg.ageMin_yr = 18;
@@ -93,6 +95,37 @@ int main(int argc, char* argv[])
 
     pvg.GeneratePatientList(patients);
   }
+  else if (mode == "test")
+  {
+    PVGenerator pvg(&log);
+    pvg.ageMin_yr = 18;
+    pvg.ageMax_yr = 65;
+    pvg.ageStep_yr = 25;
+
+    pvg.heightMaleMin_cm = 165;
+    pvg.heightMaleMax_cm = 186;
+    pvg.heightFemaleMin_cm = 153;
+    pvg.heightFemaleMax_cm = 170;
+    pvg.heightStep_cm = 8;
+
+    pvg.bmiMin = 18.5;
+    pvg.bmiMax = 29;
+    pvg.bmiStep = 10;
+
+    pvg.hrMin_bpm = 60;
+    pvg.hrMax_bpm = 100;
+    pvg.hrStep_bpm = 30;
+
+    pvg.mapMin_mmHg = 70;
+    pvg.mapMax_mmHg = 100;
+    pvg.mapStep_mmHg = 40;
+
+    pvg.pulsePressureMin_mmHg = 30;
+    pvg.pulsePressureMax_mmHg = 50;
+    pvg.pulsePressureStep_mmHg = 40;
+
+    pvg.GeneratePatientList(patients);
+  }
 
   PVRunner pvr(&log);
   return !pvr.Run(patients, rootDir);
-- 
GitLab


From b2855d16f714063328c13572221f17284720490a Mon Sep 17 00:00:00 2001
From: Aaron Bray <aaron.bray@kitware.com>
Date: Wed, 6 Apr 2022 12:41:55 -0400
Subject: [PATCH 016/115] Convert int to string properly

---
 src/cpp/study/patient_variability/PVRunner.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/cpp/study/patient_variability/PVRunner.cpp b/src/cpp/study/patient_variability/PVRunner.cpp
index c40a038f..5f8414a8 100644
--- a/src/cpp/study/patient_variability/PVRunner.cpp
+++ b/src/cpp/study/patient_variability/PVRunner.cpp
@@ -226,7 +226,7 @@ namespace pulse::study::patient_variability
     // Create our patient
     SEPatientConfiguration pc;
     SEPatient& p = pc.GetPatient();
-    p.SetName("Patient"+patient.id());
+    p.SetName("Patient"+std::to_string(patient.id()));
     p.SetSex((ePatient_Sex)patient.sex());
     p.GetAge().SetValue(patient.age_yr(), TimeUnit::yr);
     p.GetHeight().SetValue(patient.height_cm(), LengthUnit::cm);
-- 
GitLab


From 4fbfceeac429847d033e2e8c1a488dce015906ad Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Thu, 7 Apr 2022 09:03:31 -0500
Subject: [PATCH 017/115] untiless vs Unitless

---
 data/human/adult/scenarios/miscellaneous/TBIandDrugs.json | 4 ++--
 data/human/adult/scenarios/patient/BrainInjury.json       | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/data/human/adult/scenarios/miscellaneous/TBIandDrugs.json b/data/human/adult/scenarios/miscellaneous/TBIandDrugs.json
index 10ea8339..33d1ebc0 100644
--- a/data/human/adult/scenarios/miscellaneous/TBIandDrugs.json
+++ b/data/human/adult/scenarios/miscellaneous/TBIandDrugs.json
@@ -403,7 +403,7 @@
       "CompartmentName": "BrainVasculature",
       "SubstanceName": "Oxygen",
       "PropertyName": "Saturation",
-      "Unit": "Unitless"
+      "Unit": "unitless"
     }, {
       "DecimalFormat": {
         "Precision": 2
@@ -421,7 +421,7 @@
       "CompartmentName": "BrainVasculature",
       "SubstanceName": "CarbonDioxide",
       "PropertyName": "Saturation",
-      "Unit": "Unitless"
+      "Unit": "unitless"
     }, {
       "DecimalFormat": {
         "Precision": 3
diff --git a/data/human/adult/scenarios/patient/BrainInjury.json b/data/human/adult/scenarios/patient/BrainInjury.json
index 64d6c286..54d2c6c0 100644
--- a/data/human/adult/scenarios/patient/BrainInjury.json
+++ b/data/human/adult/scenarios/patient/BrainInjury.json
@@ -403,7 +403,7 @@
       "CompartmentName": "BrainVasculature",
       "SubstanceName": "Oxygen",
       "PropertyName": "Saturation",
-      "Unit": "Unitless"
+      "Unit": "unitless"
     }, {
       "DecimalFormat": {
         "Precision": 2
@@ -421,7 +421,7 @@
       "CompartmentName": "BrainVasculature",
       "SubstanceName": "CarbonDioxide",
       "PropertyName": "Saturation",
-      "Unit": "Unitless"
+      "Unit": "unitless"
     }, {
       "DecimalFormat": {
         "Precision": 3
-- 
GitLab


From 6178f263d7b77bf4c472f20fe4ad63db273fe2cf Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Tue, 12 Apr 2022 16:03:19 -0500
Subject: [PATCH 018/115] serialize all patient validation results into one
 file

---
 .../patient/HemorrhageClass1Femoral.json      |  2 +-
 .../study/patient_variability/PVRunner.cpp    | 35 +++++++++++++++----
 src/cpp/study/patient_variability/PVRunner.h  |  4 +--
 src/cpp/study/patient_variability/main.cpp    | 13 +++++--
 .../pulse/study/bind/PatientVariability.proto | 27 +++++++-------
 5 files changed, 57 insertions(+), 24 deletions(-)

diff --git a/data/human/adult/scenarios/patient/HemorrhageClass1Femoral.json b/data/human/adult/scenarios/patient/HemorrhageClass1Femoral.json
index 03086bc2..86ef6c01 100644
--- a/data/human/adult/scenarios/patient/HemorrhageClass1Femoral.json
+++ b/data/human/adult/scenarios/patient/HemorrhageClass1Femoral.json
@@ -25,7 +25,7 @@
       { "DecimalFormat": { "Precision": 4 }, "Category": "LiquidCompartment", "CompartmentName": "MyocardiumVasculature",   "PropertyName": "InFlow",  "Unit": "mL/min" },
       { "DecimalFormat": { "Precision": 4 }, "Category": "LiquidCompartment", "CompartmentName": "BrainVasculature",        "PropertyName": "InFlow",  "Unit": "mL/min" },
       { "DecimalFormat": { "Precision": 4 }, "Category": "LiquidCompartment", "CompartmentName": "VenaCava",     "PropertyName": "InFlow",  "Unit": "mL/min" },
-      { "DecimalFormat": { "Precision": 4 }, "Category": "LiquidCompartment", "CompartmentName": "RightHeartVasculature",   "PropertyName": "InFlow",  "Unit": "mL/min" },
+      { "DecimalFormat": { "Precision": 4 }, "Category": "LiquidCompartment", "CompartmentName": "RightHeart",   "PropertyName": "InFlow",  "Unit": "mL/min" },
 
       { "DecimalFormat": { "Precision": 3 }, "Category": "Physiology", "PropertyName": "SystemicVascularResistance", "Unit": "mmHg s/mL"},
       { "DecimalFormat": { "Precision": 3 }, "Category": "Physiology", "PropertyName": "TotalHemorrhageRate", "Unit": "mL/s"},
diff --git a/src/cpp/study/patient_variability/PVRunner.cpp b/src/cpp/study/patient_variability/PVRunner.cpp
index 5f8414a8..db048ac7 100644
--- a/src/cpp/study/patient_variability/PVRunner.cpp
+++ b/src/cpp/study/patient_variability/PVRunner.cpp
@@ -38,10 +38,13 @@ namespace pulse::study::patient_variability
     SAFE_DELETE(m_PatientResultsList);
   }
 
-  bool PVRunner::Run(pulse::study::bind::patient_variability::PatientStateListData& simList, const std::string& rootDir)
+  bool PVRunner::Run(pulse::study::bind::patient_variability::PatientStateListData& simList, const std::string& rootDir, bool binaryResultsFile)
   {
     m_RootDir = rootDir;
-    m_PatientResultsListFile = rootDir + "/patient_results.json";
+    if(!binaryResultsFile)
+      m_PatientResultsListFile = rootDir + "/patient_results.json";
+    else
+      m_PatientResultsListFile = rootDir + "/patient_results.pbb";
     SAFE_DELETE(m_PatientList);
     SAFE_DELETE(m_PatientResultsList);
     m_PatientList = &simList;
@@ -59,7 +62,7 @@ namespace pulse::study::patient_variability
     return b;
   }
 
-  bool PVRunner::Run(const std::string& filename, const std::string& rootDir)
+  bool PVRunner::Run(const std::string& filename, const std::string& rootDir, bool binaryResultsFile)
   {
     m_RootDir = rootDir;
     SAFE_DELETE(m_PatientList);
@@ -70,7 +73,10 @@ namespace pulse::study::patient_variability
     if (!SerializeFromFile(filename, *m_PatientList))
       return false;
     // Let's try to read in a results file
-    m_PatientResultsListFile = rootDir + "/patient_results.json";
+    if(!binaryResultsFile)
+      m_PatientResultsListFile = rootDir + "/patient_results.json";
+    else
+      m_PatientResultsListFile = rootDir + "/patient_results.pbb";
     if (FileExists(m_PatientResultsListFile))
     {
       if (!SerializeFromFile(m_PatientResultsListFile, *m_PatientResultsList))
@@ -103,7 +109,7 @@ namespace pulse::study::patient_variability
       Info("All Patients are run in the results file");
       return true;
     }
-    size_t processor_count = 1;// std::thread::hardware_concurrency();
+    size_t processor_count = 1;//std::thread::hardware_concurrency();
     if (processor_count == 0)
     {
       Fatal("Unable to detect number of processors");
@@ -173,7 +179,7 @@ namespace pulse::study::patient_variability
     pulse->GetLogger()->LogToConsole(false);
     // But, do write a log file
     pulse->GetLogger()->SetLogFile(m_RootDir + patient.outputbasefilename() + "/patient.log");
-    // Write out the computed patient basline values so we can see how well we met them
+    // Write out the computed patient baseline values so we can see how well we met them
     PulseConfiguration cfg;
     cfg.EnableWritePatientBaselineFile(eSwitch::On);
     cfg.SetInitialPatientBaselineFilepath(m_RootDir + patient.outputbasefilename() + "/patient.init.json");
@@ -266,6 +272,23 @@ namespace pulse::study::patient_variability
     std::string command = "cmake -DTYPE:STRING=validateFolder -DARG1:STRING="+m_RootDir+patient.outputbasefilename()+" -DARG2:STRING=false -P run.cmake";
     std::system(command.c_str());
 
+    //Retrieve all validation json files for patient and serialize data from those files
+    std::vector<std::string> validation_files;
+    ListFiles(m_RootDir + patient.outputbasefilename(), validation_files, true, "ValidationResults.json");
+    const auto& vMap = patient.mutable_validationmap();
+    for(auto validation_filepath: validation_files)
+    {
+      std::string validation_filename;
+      SplitFilenamePath(validation_filepath, validation_filename);
+
+      //Serialize the file contents
+      pulse::cdm::bind::PropertyValidationListData vList;
+      if(!PBUtils::SerializeFromFile(validation_filepath, vList, pulse->GetLogger()))
+        return false;
+
+      (*vMap)[validation_filename] = vList;
+    }
+
     // Add our results to our results file
     m_mutex.lock();
     auto pResult = m_PatientResultsList->add_patient();
diff --git a/src/cpp/study/patient_variability/PVRunner.h b/src/cpp/study/patient_variability/PVRunner.h
index edf47c7d..05079b72 100644
--- a/src/cpp/study/patient_variability/PVRunner.h
+++ b/src/cpp/study/patient_variability/PVRunner.h
@@ -22,8 +22,8 @@ namespace pulse::study::patient_variability
     PVRunner(Logger* logger=nullptr);
     virtual ~PVRunner();
 
-    bool Run(const std::string& filename, const std::string& rootDir);
-    bool Run(pulse::study::bind::patient_variability::PatientStateListData& patients, const std::string& rootDir);
+    bool Run(const std::string& filename, const std::string& rootDir, bool binaryResultsFile = false);
+    bool Run(pulse::study::bind::patient_variability::PatientStateListData& patients, const std::string& rootDir, bool binaryResultsFile = false);
 
   protected:
     bool Run();
diff --git a/src/cpp/study/patient_variability/main.cpp b/src/cpp/study/patient_variability/main.cpp
index 3bfd8177..c5a0c2f1 100644
--- a/src/cpp/study/patient_variability/main.cpp
+++ b/src/cpp/study/patient_variability/main.cpp
@@ -11,7 +11,8 @@ using namespace pulse::study::patient_variability;
 int main(int argc, char* argv[])
 {
   bool clear = true;
-  std::string mode = ""; // Default is to run the manual else below
+  bool binary = false;
+  std::string mode = "";
   if (argc <= 1)
   {
     //mode = "full";
@@ -22,6 +23,14 @@ int main(int argc, char* argv[])
   {
     mode = argv[1];
   }
+
+  if( argc > 1)
+  {
+    if(!strcmp(argv[2], "-b") || !strcmp(argv[2], "--binary"))
+    {
+      binary = true;
+    }
+  }
   std::string rootDir = "./test_results/patient_variability/";
 
   if(clear)
@@ -128,5 +137,5 @@ int main(int argc, char* argv[])
   }
 
   PVRunner pvr(&log);
-  return !pvr.Run(patients, rootDir);
+  return !pvr.Run(patients, rootDir, binary);
 }
\ No newline at end of file
diff --git a/src/schema/pulse/study/bind/PatientVariability.proto b/src/schema/pulse/study/bind/PatientVariability.proto
index dd7cf0c0..a26451ab 100644
--- a/src/schema/pulse/study/bind/PatientVariability.proto
+++ b/src/schema/pulse/study/bind/PatientVariability.proto
@@ -5,24 +5,25 @@ option csharp_namespace = "pulse.study.bind.patient_variability";
 option optimize_for = SPEED;
 
 import "pulse/cdm/bind/Patient.proto";
+import "pulse/cdm/bind/TestReport.proto";
 
 message PatientStateData
 {
-
-  uint32                          ID                              = 1;
-  string                          OutputBaseFilename              = 2;
+  uint32                                                  ID                              = 1;
+  string                                                  OutputBaseFilename              = 2;
   // Initial Conditions
-  pulse.cdm.bind.PatientData.eSex Sex                             = 3;
-  uint32                          Age_yr                          = 4;
-  double                          Height_cm                       = 5;
-  double                          Weight_kg                       = 6;
-  double                          BMI                             = 7;
-  double                          HeartRate_bpm                   = 8;
-  double                          DiastolicArterialPressure_mmHg  = 9;
-  double                          SystolicArterialPressure_mmHg   = 10;
+  pulse.cdm.bind.PatientData.eSex                         Sex                             = 3;
+  uint32                                                  Age_yr                          = 4;
+  double                                                  Height_cm                       = 5;
+  double                                                  Weight_kg                       = 6;
+  double                                                  BMI                             = 7;
+  double                                                  HeartRate_bpm                   = 8;
+  double                                                  DiastolicArterialPressure_mmHg  = 9;
+  double                                                  SystolicArterialPressure_mmHg   = 10;
   // Results
-  bool                            AchievedStabilization           = 11;
-  double                          StabilizationTime_s             = 12;
+  bool                                                    AchievedStabilization           = 11;
+  double                                                  StabilizationTime_s             = 12;
+  map<string,pulse.cdm.bind.PropertyValidationListData>   ValidationMap                   = 13;
 }
 
 message PatientStateListData
-- 
GitLab


From 4bc9e0dcd0b52fe9937dfc9955e6046bd5b5c031 Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Wed, 13 Apr 2022 13:05:25 -0500
Subject: [PATCH 019/115] Load data with python for analysis

---
 .../study/patient_variability/analysis.py      | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)
 create mode 100644 src/python/pulse/study/patient_variability/analysis.py

diff --git a/src/python/pulse/study/patient_variability/analysis.py b/src/python/pulse/study/patient_variability/analysis.py
new file mode 100644
index 00000000..0ec998ec
--- /dev/null
+++ b/src/python/pulse/study/patient_variability/analysis.py
@@ -0,0 +1,18 @@
+from pulse.study.bind.PatientVariability_pb2 import *
+from google.protobuf import json_format
+
+from os.path import exists
+
+if __name__ == '__main__':
+    # Load up result set
+    results = PatientStateListData()
+    results_file = "./test_results/patient_variability/patient_results.json"
+    if not exists(results_file):
+        results_file = "./test_results/patient_variability/patient_results.pbb"
+        with open(results_file, "rb") as f:
+            binary = f.read()
+        results.ParseFromString(binary)
+    else:
+        with open(results_file) as f:
+            json = f.read()
+        json_format.Parse(json, results)
-- 
GitLab


From 284102c7b510bd56e7e0be8895d80d172324aab9 Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Wed, 13 Apr 2022 13:36:24 -0500
Subject: [PATCH 020/115] clean up fe/male logic

---
 src/cpp/study/patient_variability/PVGenerator.cpp | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/src/cpp/study/patient_variability/PVGenerator.cpp b/src/cpp/study/patient_variability/PVGenerator.cpp
index 5a57e6e4..c66e9aa4 100644
--- a/src/cpp/study/patient_variability/PVGenerator.cpp
+++ b/src/cpp/study/patient_variability/PVGenerator.cpp
@@ -24,15 +24,16 @@ namespace pulse::study::patient_variability
   {
     int id = 0;
 
-    enum Sex { Male=0, Female=1 };
-
-    for( int sex = Male; sex <= Female; ++sex )
+    ePatient_Sex sex_arr[2] = {ePatient_Sex::Male, ePatient_Sex::Female};
+    for( int s = 0; s < 2; ++s )
     {
+      ePatient_Sex sex = sex_arr[s];
+
       // Adjust height range based on sex
       unsigned int heightMin_cm = heightMaleMin_cm;
       unsigned int heightMax_cm = heightMaleMax_cm;
       std::string sex_dir = "/male";
-      if( sex == Female )
+      if( sex == ePatient_Sex::Female )
       {
         heightMin_cm = heightFemaleMin_cm;
         heightMax_cm = heightFemaleMax_cm;
-- 
GitLab


From 18ddd5fbf5b4278c8e64c2c6c136e41152acc3d4 Mon Sep 17 00:00:00 2001
From: Aaron Bray <aaron.bray@kitware.com>
Date: Mon, 18 Apr 2022 09:08:26 -0400
Subject: [PATCH 021/115] Rebase from data request correction

---
 .../scenarios/patient/HemorrhageClass1Femoral.zip.sha512        | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/data/human/adult/baselines/scenarios/patient/HemorrhageClass1Femoral.zip.sha512 b/data/human/adult/baselines/scenarios/patient/HemorrhageClass1Femoral.zip.sha512
index 40dc58f9..62585c5a 100644
--- a/data/human/adult/baselines/scenarios/patient/HemorrhageClass1Femoral.zip.sha512
+++ b/data/human/adult/baselines/scenarios/patient/HemorrhageClass1Femoral.zip.sha512
@@ -1 +1 @@
-8af167dff481320788cfc0518143a96a8ba920aae6d54567becae54fdf2609334869e98ef7dae1cc7287c23f3504a5b3ed39ca7604e9e637affb05cf5866f0f2
\ No newline at end of file
+772a4a15af2a0670fc5a046f1f3961f9ba360d68b034bc56267e15685476288091c90b2a4905eb39d13593bd3903bb6e061b9cdb9c6a27791fe575757b87e49a
\ No newline at end of file
-- 
GitLab


From e94d847aacf9296e15c6a36730ff9c9752b606b9 Mon Sep 17 00:00:00 2001
From: Aaron Bray <aaron.bray@kitware.com>
Date: Mon, 25 Apr 2022 19:51:49 -0400
Subject: [PATCH 022/115] Add hyphen to match csv column titles for patient
 data requests

---
 .../kitware/pulse/cdm/testing/validation/ValidationTool.java    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java b/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java
index 6fddca95..9319f0d0 100644
--- a/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java
+++ b/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java
@@ -1194,7 +1194,7 @@ public abstract class ValidationTool
     
     vRow.results = getResults(vRow.name,vRow.unit);
     if(vRow.results==null && patientValidation)
-      vRow.results = getResults("Patient"+vRow.name,vRow.unit);// See if this a patient output
+      vRow.results = getResults("Patient-"+vRow.name,vRow.unit);// See if this a patient output
     if(vRow.results==null)// Nope, I don't think the result is there
     {
       vRow.error = danger+"Not In Results!"+endSpan;
-- 
GitLab


From 9171c2cf8eeeba7f57e408c4acb1f4c75561f8ca Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Tue, 26 Apr 2022 11:37:07 -0400
Subject: [PATCH 023/115] back patient validation analysis

---
 .../study/patient_variability/analysis.py     | 72 +++++++++++++++++++
 1 file changed, 72 insertions(+)

diff --git a/src/python/pulse/study/patient_variability/analysis.py b/src/python/pulse/study/patient_variability/analysis.py
index 0ec998ec..1ab82aa2 100644
--- a/src/python/pulse/study/patient_variability/analysis.py
+++ b/src/python/pulse/study/patient_variability/analysis.py
@@ -1,8 +1,76 @@
 from pulse.study.bind.PatientVariability_pb2 import *
+from pulse.cdm.bind.TestReport_pb2 import PropertyValidationListData, PropertyValidationData
 from google.protobuf import json_format
 
+from enum import Enum
+from typing import NamedTuple
 from os.path import exists
 
+class ResultType(Enum):
+    PASS = 0
+    FAIL = 1
+    MARGINAL = 2
+
+class PatientValidationAnalysis(NamedTuple):
+    byPatient: dict
+    byProperty: dict
+    stabilizationFailures: list
+
+class SystemsAnalysis(NamedTuple):
+    pass
+
+
+def systemsValidation(patients, passThreshold = 10, failThreshold = 30 ):
+    byPatient = {}
+    byProperty = {}
+    for patient in patients:
+        # Only look at stabilized patients
+        if not patient.AchievedStabilization:
+            continue
+
+        # Loop through all systems results
+        for file in patient.ValidationMap:
+            if file == "Patient" + str(patient.ID) + "ValidationResults.json":
+                continue
+
+
+def patientValidation(patients, passThreshold = 10, failThreshold = 30):
+    stabilizationFailures = []
+    byPatient = {}
+    byProperty = {}
+    for patient in patients:
+        # Did the patient fail to stabilize
+        if not patient.AchievedStabilization:
+            stabilizationFailure.append(patient.ID)
+
+        # Get patient validation results for this patient
+        propertyList = patient.ValidationMap["Patient" + str(patient.ID) + "ValidationResults.json"]
+
+        # Determine pass/fail for each property
+        byPatient[patient.ID] = {ResultType.PASS: 0, ResultType.FAIL: 0, ResultType.MARGINAL: 0}
+        for p in propertyList.Property:
+            propertyName = p.Name
+            error = p.Error
+            if propertyName not in byProperty:
+                byProperty[propertyName] = {ResultType.PASS: 0, ResultType.FAIL: 0, ResultType.MARGINAL: 0}
+
+            # TODO: Only report change from standard patients instead of totals
+            if abs(error) < passThreshold:
+                byPatient[patient.ID][ResultType.PASS] += 1
+                byProperty[propertyName][ResultType.PASS] += 1
+            elif abs(error) < failThreshold:
+                byPatient[patient.ID][ResultType.MARGINAL] += 1
+                byProperty[propertyName][ResultType.MARGINAL] += 1
+            else:
+                byPatient[patient.ID][ResultType.FAIL] += 1
+                byProperty[propertyName][ResultType.FAIL] += 1
+    
+    return PatientValidationAnalysis(byPatient, byProperty, stabilizationFailures)
+
+def parseResults(patients):
+    patientValidation(patients, 10, 30)
+            
+
 if __name__ == '__main__':
     # Load up result set
     results = PatientStateListData()
@@ -16,3 +84,7 @@ if __name__ == '__main__':
         with open(results_file) as f:
             json = f.read()
         json_format.Parse(json, results)
+
+    patientAnalysis = patientValidation(results.Patient)
+    print(patientAnalysis.byPatient)
+    print(patientAnalysis.byProperty)
-- 
GitLab


From 11629a1cba8775514cd28b6c9e33d49fe7f3836f Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Wed, 27 Apr 2022 15:35:33 -0400
Subject: [PATCH 024/115] Added ability for system validation to evaluate any
 patient

---
 data/config/SystemVerification.config         |  12 +-
 .../validation/SystemValidationData.xlsx      | Bin 95745 -> 169249 bytes
 .../SetupCircuitsAndCompartments.cpp          |   2 +-
 .../testing/validation/ValidationTool.java    | 170 +++++++++++-------
 4 files changed, 108 insertions(+), 76 deletions(-)

diff --git a/data/config/SystemVerification.config b/data/config/SystemVerification.config
index 155158ec..a7308db6 100644
--- a/data/config/SystemVerification.config
+++ b/data/config/SystemVerification.config
@@ -8,7 +8,7 @@ PlotResults=true
 PercentDifference=2.0
 Threads=-1
 
-#Patients=all
+Patients=StandardMale.json,StandardFemale.json
 
 # These are used for testing and utilizing serialization
 # Replace patient file with it's associated patient state, if scenario has no conditions
@@ -33,8 +33,8 @@ validation/systems/RespiratoryValidation.json = ScenarioTest
 validation/systems/TissueValidation.json = ScenarioTest
 
 # Assessments
-validation/systems/BloodChemistryValidationABG@120s.json = Assessment Computed=./test_results/scenarios
-validation/systems/BloodChemistryValidationCBC@120s.json = Assessment Computed=./test_results/scenarios
-validation/systems/BloodChemistryValidationCMP@120s.json = Assessment Computed=./test_results/scenarios
-validation/systems/RenalValidationUrinalysis@120s.json = Assessment Computed=./test_results/scenarios
-validation/systems/RespiratoryValidationPFT@120s.json = Assessment Computed=./test_results/scenarios
+#validation/systems/BloodChemistryValidationABG@120s.json = Assessment Computed=./test_results/scenarios
+#validation/systems/BloodChemistryValidationCBC@120s.json = Assessment Computed=./test_results/scenarios
+#validation/systems/BloodChemistryValidationCMP@120s.json = Assessment Computed=./test_results/scenarios
+#validation/systems/RenalValidationUrinalysis@120s.json = Assessment Computed=./test_results/scenarios
+#validation/systems/RespiratoryValidationPFT@120s.json = Assessment Computed=./test_results/scenarios
diff --git a/data/human/adult/validation/SystemValidationData.xlsx b/data/human/adult/validation/SystemValidationData.xlsx
index 602309302418650b272f7080e45fa1f05fee2246..a05e6dd4c7863ae0320742ed2334a5eff707060e 100644
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diff --git a/src/cpp/engine/common/controller/SetupCircuitsAndCompartments.cpp b/src/cpp/engine/common/controller/SetupCircuitsAndCompartments.cpp
index b86108ed..b90ab097 100644
--- a/src/cpp/engine/common/controller/SetupCircuitsAndCompartments.cpp
+++ b/src/cpp/engine/common/controller/SetupCircuitsAndCompartments.cpp
@@ -271,7 +271,7 @@ namespace pulse
 
     double systolicPressureTarget_mmHg = m_InitialPatient->GetSystolicArterialPressureBaseline(PressureUnit::mmHg);
     double heartRate_bpm = m_InitialPatient->GetHeartRateBaseline(FrequencyUnit::Per_min);
-    const double strokeVolumeTarget_mL = 81.0;
+    const double strokeVolumeTarget_mL = male ? 78.0 : 68.0;
     double cardiacOutputTarget_mL_Per_s = heartRate_bpm / 60.0 * strokeVolumeTarget_mL;
     Info("Targeting Cardiac Output of "+pulse::cdm::to_string(cardiacOutputTarget_mL_Per_s)+" mL/s");
     const double pulmonaryShuntFractionFactor = 0.009; // Used to set the pulmonary shunt fraction. Actual shunt will be roughly double this value (two lungs).
diff --git a/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java b/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java
index 9319f0d0..1c525e3d 100644
--- a/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java
+++ b/src/java/com/kitware/pulse/cdm/testing/validation/ValidationTool.java
@@ -10,6 +10,7 @@ import java.io.FileReader;
 import java.io.FileWriter;
 import java.io.FilenameFilter;
 import java.io.PrintWriter;
+import java.lang.reflect.InvocationTargetException;
 import java.lang.reflect.Method;
 import java.util.ArrayList;
 import java.util.HashMap;
@@ -133,6 +134,99 @@ public abstract class ValidationTool
     public static final int successTolerance = 10;
     public static final int warningTolerance = 30;
   }
+  
+  public void populatePatientTab(XSSFWorkbook xlWBook, FormulaEvaluator evaluator, String resultsName, String csv_root) throws InvalidProtocolBufferException, NoSuchMethodException, SecurityException, IllegalAccessException, IllegalArgumentException, InvocationTargetException
+  {
+	  XSSFSheet xlSheet = xlWBook.getSheetAt(0);
+	  evaluator.clearAllCachedResultValues();
+	  
+	  // Is this patient validation?
+	  patient = null;
+	  if(TABLE_TYPE.equals("Patient") || RUN_TYPE == RunType.DATA || resultsName.contains("-"))
+	  {
+		  // Patient Name is encoded in the naming convention (or else it needs to be)
+		  String patientName = resultsName.substring(resultsName.lastIndexOf("-")+1,resultsName.indexOf("Results"));
+		  patient = new SEPatient();
+		  // Check to see if we have a patient file in our csv_root dir first
+		  File f = new File(csv_root+"patient.init.json");
+		  if(f.exists())
+			  patient.readFile(csv_root+"patient.init.json");
+		  else
+			  patient.readFile("./stable/"+patientName+".json");
+	  }
+	  else
+	  {
+		  return;
+	  }
+
+	  int rows = xlSheet.getPhysicalNumberOfRows();
+	  for (int r = 0; r < rows; r++) 
+	  {
+		  Row row = xlSheet.getRow(r);
+		  if (row == null) 
+			  continue;
+		  Cell cell = row.getCell(0);
+		  if(cell==null)
+			  continue;
+		  // Check to see if this row is a header
+		  String cellValue = cell.getStringCellValue();
+		  if(cellValue==null||cellValue.isEmpty())
+			  continue;// No property, skip it
+
+		  // Check to see if this has a patient table
+		  // We can push patient values to for dynamic validation
+		  if(cellValue.equals("Patient Inputs"))
+		  {
+			  for (r++; r < rows; r++)
+			  {
+				  row = xlSheet.getRow(r);
+				  Cell cName = row.getCell(0);
+				  Cell cUnits = row.getCell(1);
+				  Cell cValue = row.getCell(2);
+				  String name = cName.getStringCellValue();
+				  if(name == null||name.isEmpty())
+					  break;
+				  if(name.equals("Gender"))
+				  {
+					  if(patient == null)
+					  {
+						  Log.info("Using default gender of "+cValue.getStringCellValue());
+						  continue;// Just step through these to the end
+					  }
+					  String gender = patient.getSex()==eSex.Male?"Male":"Female";
+					  cValue.setCellValue(gender);
+					  Log.info("Setting patient gender to "+gender);
+					  continue;
+				  }
+				  if(cValue.getCellType() != CellType.NUMERIC)
+				  {
+					  evaluator.evaluateFormulaCell(cValue);
+					  Log.info("Using equation for "+name+ ", which computed value of "+cValue.getNumericCellValue()+cUnits.getStringCellValue());
+					  continue;// Skip equations
+				  }
+				  String units = "";
+				  if(cUnits != null)
+					  units = cUnits.getStringCellValue();
+				  if(patient == null)
+				  {
+					  Log.info("Using the default "+name+" of "+cValue.getNumericCellValue()+cUnits.getStringCellValue());
+					  continue;// Just step through these to the end
+				  }
+				  Method m = SEPatient.class.getMethod("get"+name);
+				  SEScalar s = ((SEScalar)m.invoke(patient));
+				  if(s.isValid())
+				  {
+					  double value = s.getValue(units);
+					  Log.info("Setting patient "+name+" to "+value+units);
+					  cValue.setCellValue(value);
+				  }
+				  else
+					  Log.error("Patient does not have a value for "+name+", using default in spreadsheet");
+			  }
+			  continue;
+		  }
+	  }
+  }
 
   public void loadData(String csv_root)
   {
@@ -225,7 +319,7 @@ public abstract class ValidationTool
       List<ValidationRow> allRows = new ArrayList<>();
       Map<String,SummaryRow> summary = new TreeMap<>();
       
-      for(int i=0; i<xlWBook.getNumberOfSheets(); i++)
+      for(int i=1; i<xlWBook.getNumberOfSheets(); i++) //i=0 is expected to be the Patient sheet
       {
         XSSFSheet xlSheet = xlWBook.getSheetAt(i);
         Log.info("Processing Sheet : " + xlSheet.getSheetName());
@@ -247,6 +341,7 @@ public abstract class ValidationTool
         for(String resultsName : sheetFiles)
         {
           Log.info("Processing "+resultsName);
+          populatePatientTab(xlWBook, evaluator, resultsName, csv_root);
           try
           {
             // Look for a results file
@@ -278,20 +373,6 @@ public abstract class ValidationTool
             badSheets.add(vRow);
             continue;
           }
-          // Is this patient validation?
-          patient = null;
-          if(TABLE_TYPE.equals("Patient") || RUN_TYPE == RunType.DATA)
-          {
-            // Patient Name is encoded in the naming convention (or else it needs to be)
-            String patientName = resultsName.substring(resultsName.lastIndexOf("-")+1,resultsName.indexOf("Results"));
-            patient = new SEPatient();
-            // Check to see if we have a patient file in our csv_root dir first
-            File f = new File(csv_root+"patient.init.json");
-            if(f.exists())
-              patient.readFile(csv_root+"patient.init.json");
-            else
-              patient.readFile("./stable/"+patientName+".json");
-          }
 
           allRows.clear();
           tables.clear();
@@ -313,58 +394,7 @@ public abstract class ValidationTool
               String cellValue = cell.getStringCellValue();
               if(cellValue==null||cellValue.isEmpty())
                 continue;// No property, skip it
-              // Check to see if this has a patient table
-              // We can push patient values to for dynamic validation
-              if(cellValue.equals("Patient Inputs"))
-              {
-                for (r++; r < rows; r++)
-                {
-                  row = xlSheet.getRow(r);
-                  Cell cName = row.getCell(0);
-                  Cell cUnits = row.getCell(1);
-                  Cell cValue = row.getCell(2);
-                  String name = cName.getStringCellValue();
-                  if(name == null||name.isEmpty())
-                    break;
-                  if(name.equals("Gender"))
-                  {
-                    if(patient == null)
-                    {
-                      Log.info("Using default gender of "+cValue.getStringCellValue());
-                      continue;// Just step through these to the end
-                    }
-                    String gender = patient.getSex()==eSex.Male?"Male":"Female";
-                    cValue.setCellValue(gender);
-                    Log.info("Setting patient gender to "+gender);
-                    continue;
-                  }
-                  if(cValue.getCellType() != CellType.NUMERIC)
-                  {
-                    //evaluator.evaluateFormulaCell(cValue);
-                    Log.info("Using equation for "+name+ ", which computed value of "+cValue.getNumericCellValue()+cUnits.getStringCellValue());
-                    continue;// Skip equations
-                  }
-                  String units = "";
-                  if(cUnits != null)
-                    units = cUnits.getStringCellValue();
-                  if(patient == null)
-                  {
-                    Log.info("Using the default "+name+" of "+cValue.getNumericCellValue()+cUnits.getStringCellValue());
-                    continue;// Just step through these to the end
-                  }
-                  Method m = SEPatient.class.getMethod("get"+name);
-                  SEScalar s = ((SEScalar)m.invoke(patient));
-                  if(s.isValid())
-                  {
-                    double value = s.getValue(units);
-                    Log.info("Setting patient "+name+" to "+value+units);
-                    cValue.setCellValue(value);
-                  }
-                  else
-                    Log.error("Patient does not have a value for "+name+", using default in spreadsheet");
-                }
-                continue;
-              }
+              
               if (row.getCell(1) != null)
                 cellValue = row.getCell(1).getStringCellValue();
               if(cellValue!=null&&cellValue.equals("Units"))
@@ -448,8 +478,8 @@ public abstract class ValidationTool
                     }
                     break;
                   case 3://D Male Multiplier
-                    break;
-                  case 4://E Femaile Multiplier
+                  case 4://E Female Multiplier
+                	  break;
                   case 5://F
                     // Replace any return characters with empty
                     if(patientValidation && vRow.name.indexOf('*')==-1)
@@ -533,6 +563,8 @@ public abstract class ValidationTool
           {
             if(vRow.table.isEmpty())
               vRow.table = sheetName;//Default table is the sheet name
+            if(patient != null)
+            	vRow.table += "-" + patient.getName();
             if(!tables.containsKey(vRow.table))
               tables.put(vRow.table, new ArrayList<ValidationRow>());
             if(!tableErrors.containsKey(vRow.table))
-- 
GitLab


From 34d81619e3d7dcffc1fc314437b7f779c9b79511 Mon Sep 17 00:00:00 2001
From: Emily Veenhuis <emily.veenhuis@kitware.com>
Date: Wed, 27 Apr 2022 15:46:53 -0400
Subject: [PATCH 025/115] rebaseline

---
 .../systems/BloodChemistryValidation-StandardFemale.zip.sha512   | 1 +
 .../systems/BloodChemistryValidation-StandardMale.zip.sha512     | 1 +
 .../systems/CardiovascularValidation-StandardFemale.zip.sha512   | 1 +
 .../systems/CardiovascularValidation-StandardMale.zip.sha512     | 1 +
 .../systems/EndocrineValidation-StandardFemale.zip.sha512        | 1 +
 .../systems/EndocrineValidation-StandardMale.zip.sha512          | 1 +
 .../systems/EnergyValidation-StandardFemale.zip.sha512           | 1 +
 .../validation/systems/EnergyValidation-StandardMale.zip.sha512  | 1 +
 .../systems/GastrointestinalValidation-StandardFemale.zip.sha512 | 1 +
 .../systems/GastrointestinalValidation-StandardMale.zip.sha512   | 1 +
 .../systems/NervousValidation-StandardFemale.zip.sha512          | 1 +
 .../validation/systems/NervousValidation-StandardMale.zip.sha512 | 1 +
 .../validation/systems/RenalValidation-StandardFemale.zip.sha512 | 1 +
 .../validation/systems/RenalValidation-StandardMale.zip.sha512   | 1 +
 .../systems/RespiratoryValidation-StandardFemale.zip.sha512      | 1 +
 .../systems/RespiratoryValidation-StandardMale.zip.sha512        | 1 +
 .../systems/TissueValidation-StandardFemale.zip.sha512           | 1 +
 .../validation/systems/TissueValidation-StandardMale.zip.sha512  | 1 +
 18 files changed, 18 insertions(+)
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/BloodChemistryValidation-StandardFemale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/BloodChemistryValidation-StandardMale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/CardiovascularValidation-StandardFemale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/CardiovascularValidation-StandardMale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/EndocrineValidation-StandardFemale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/EndocrineValidation-StandardMale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/EnergyValidation-StandardFemale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/EnergyValidation-StandardMale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/GastrointestinalValidation-StandardFemale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/GastrointestinalValidation-StandardMale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/NervousValidation-StandardFemale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/NervousValidation-StandardMale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/RenalValidation-StandardFemale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/RenalValidation-StandardMale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/RespiratoryValidation-StandardFemale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/RespiratoryValidation-StandardMale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/TissueValidation-StandardFemale.zip.sha512
 create mode 100644 data/human/adult/baselines/scenarios/validation/systems/TissueValidation-StandardMale.zip.sha512

diff --git a/data/human/adult/baselines/scenarios/validation/systems/BloodChemistryValidation-StandardFemale.zip.sha512 b/data/human/adult/baselines/scenarios/validation/systems/BloodChemi