Works to implement a common tagged-union data structure for particle-like objects

analysis/MVA_Creation.cpp

@@ -29,10 +29,7 @@
  * SOFTWARE.
  *
  * @section DESCRIPTION
- * Main analysis routine file. This file declares the Histogram/Graph objects
- * that will end up in the final root file. It also declares the values that
- * are used to populate the histogram, as well as how these values are
- * calculated. See the Fil-Val documentation for how the system works.
+ * MVA Creation script. This file demonstrates how to use filval_root's TMVA integration.
  */
 #include <iostream>
 #include <vector>
@@ -56,58 +53,17 @@ using namespace fv;
 using namespace fv::root;
 
 void enable_branches(MiniTreeDataSet& mt){
-
     mt.track_branch<int>("nLepGood");
-    /* mt.track_branch_vec< int >("nLepGood", "LepGood_pdgId"); */
-    /* mt.track_branch_vec<float>("nLepGood", "LepGood_pt"); */
-    /* mt.track_branch_vec<float>("nLepGood", "LepGood_eta"); */
-    /* mt.track_branch_vec<float>("nLepGood", "LepGood_phi"); */
-    /* mt.track_branch_vec<float>("nLepGood", "LepGood_mass"); */
-    /* mt.track_branch_vec< int >("nLepGood", "LepGood_charge"); */
-    /* mt.track_branch_vec< int >("nLepGood", "LepGood_mcMatchId"); */
-    /* mt.track_branch_vec< int >("nLepGood", "LepGood_mcMatchPdgId"); */
-    /* mt.track_branch_vec< int >("nLepGood", "LepGood_mcMatchAny"); */
-    /* mt.track_branch_vec< int >("nLepGood", "LepGood_mcMatchTau"); */
-    /* mt.track_branch_vec< int >("nLepGood", "LepGood_mcPt"); */
-
     mt.track_branch<int>("nJet");
-    /* mt.track_branch_vec<float>("nJet", "Jet_pt"); */
-    /* mt.track_branch_vec<float>("nJet", "Jet_eta"); */
-    /* mt.track_branch_vec<float>("nJet", "Jet_phi"); */
-    /* mt.track_branch_vec<float>("nJet", "Jet_mass"); */
-    /* mt.track_branch_vec<float>("nJet", "Jet_btagCMVA"); */
-    /* mt.track_branch_vec< int >("nJet", "Jet_mcMatchFlav"); */
-    /* mt.track_branch_vec< int >("nJet", "Jet_mcMatchId"); */
-    /* mt.track_branch_vec< int >("nJet", "Jet_mcFlavour"); */
-
-
     mt.track_branch<int>("nGenPart");
-    /* mt.track_branch_vec< int >("nGenPart", "GenPart_pdgId"); */
-    /* mt.track_branch_vec< int >("nGenPart", "GenPart_motherIndex"); */
-    /* mt.track_branch_vec< int >("nGenPart", "GenPart_motherId"); */
-    /* mt.track_branch_vec<float>("nGenPart", "GenPart_pt"); */
-    /* mt.track_branch_vec<float>("nGenPart", "GenPart_eta"); */
-    /* mt.track_branch_vec<float>("nGenPart", "GenPart_phi"); */
-    /* mt.track_branch_vec<float>("nGenPart", "GenPart_mass"); */
-    /* mt.track_branch_vec< int >("nGenPart", "GenPart_status"); */
 
     mt.track_branch<int>("nBJetLoose40");
     mt.track_branch<int>("nBJetMedium40");
     mt.track_branch<int>("nBJetTight40");
-
-
-    /* mt.track_branch<int>("nVert"); */
-
-    /* mt.track_branch< int >("run" ); */
-    /* mt.track_branch< int >("lumi"); */
-    /* mt.track_branch< int >("evt" ); */
-    /* mt.track_branch<float>("xsec"); */
 }
-
+#define MVA_DTYPES int, int, int, int, int
 void declare_values(MiniTreeDataSet& mt){
 
-    /* auto data = fv::tuple(lookup<int>("nJet"), lookup<int>("nBJetLoose40"), lookup<int>("nBJetMedium40"), lookup<int>("nBJetTight40"), lookup<int>("nLepGood")); */
-
     auto event_number = mt.get_current_event_number();
     auto is_training = fv::apply(fv::GenFunction::register_function<bool(int)>("is_odd",
         FUNC(([](int n){
@@ -122,23 +78,7 @@ void declare_values(MiniTreeDataSet& mt){
 
     auto weight = fv::constant<double>("1", 1);
 
-    /* auto mva_data = fv::root::mva_data(data, is_training, is_signal, weight, "mva_data"); */
-    /* mva_data->enable_logging([](std::tuple<std::tuple<int,int,int,int,int>,bool,bool,double> t) */
-    /*     { */
-    /*         std::tuple<int,int,int,int,int> data; */
-    /*         bool is_training, is_signal; */
-    /*         double weight; */
-    /*         std::tie(data, is_training, is_signal, weight) = t; */
-    /*         int nJet, nBJetLoose40, nBJetMedium40, nBJetTight40, nLepGood; */
-    /*         std::tie(nJet, nBJetLoose40, nBJetMedium40, nBJetTight40, nLepGood) = data; */
-    /*         std::stringstream ss; */
-    /*         ss << "data("<<nJet<<","<<nBJetLoose40<<","<<nBJetMedium40<<","<<nBJetTight40<<","<<nLepGood<<")"<< std::endl */
-    /*            <<"\tis_training:" << is_training<< std::endl */
-    /*            <<"\tis_signal:  " << is_signal  << std::endl */
-    /*            <<"\tweight:     " << weight     << std::endl; */
-    /*         return ss.str(); */
-    /*     }); */
-    auto mva_data = fv::root::mva_data<int,int,int,int,int>(is_training, is_signal, weight,
+    auto mva_data = fv::root::mva_data<MVA_DTYPES>(is_training, is_signal, weight,
             {"nJet",          lookup<int>("nJet")},
             {"nBJetLoose40",  lookup<int>("nBJetLoose40")},
             {"nBJetMedium40", lookup<int>("nBJetMedium40")},
@@ -151,8 +91,8 @@ void declare_values(MiniTreeDataSet& mt){
 
 void declare_containers(MiniTreeDataSet& mt){
 
-    auto mva_data = (MVAData<int,int,int,int,int>*)lookup<MVAData<int,int,int,int,int>::type>("mva_data");
-    auto mva =  mt.register_container<MVA<int,int,int,int,int>>("my_mva", mva_data);
+    auto mva_data = (MVAData<MVA_DTYPES>*)lookup<MVAData<MVA_DTYPES>::type>("mva_data");
+    auto mva =  mt.register_container<MVA<MVA_DTYPES>>("my_mva", mva_data);
     mva->add_method("KNN", "H:nkNN=20:ScaleFrac=0.8:SigmaFact=1.0:Kernel=Gaus:UseKernel=F:UseWeight=T:!Trim");
 }
 

analysis/TTTT_Analysis.cpp

@@ -43,167 +43,88 @@
 #include "filval/filval.hpp"
 #include "filval_root/filval_root.hpp"
 
+#include "analysis/common/obj_types.hpp"
+#include "analysis/common/constants.hpp"
+#include "analysis/selection.hpp"
+
 #include "MiniTreeDataSet.hpp"
 #include <TSystem.h>
 
-#define PI 3.14159
-#define W_MASS 80.385 // GeV/c^2
-#define Z_MASS 91.188 // GeV/c^2
-#define T_MASS 172.44 // GeV/c^2
-
 using namespace std;
 using namespace fv;
 using namespace fv::root;
 
-void enable_branches(MiniTreeDataSet& mt){
-    mt.fChain->SetBranchStatus("*", false);
-
-    mt.track_branch<int>("nLepGood");
-    mt.track_branch_vec< int >("nLepGood", "LepGood_pdgId");
-    mt.track_branch_vec<float>("nLepGood", "LepGood_pt");
-    mt.track_branch_vec<float>("nLepGood", "LepGood_eta");
-    mt.track_branch_vec<float>("nLepGood", "LepGood_phi");
-    mt.track_branch_vec<float>("nLepGood", "LepGood_mass");
-    mt.track_branch_vec< int >("nLepGood", "LepGood_charge");
-    mt.track_branch_vec< int >("nLepGood", "LepGood_mcMatchId");
-    mt.track_branch_vec< int >("nLepGood", "LepGood_mcMatchPdgId");
-    mt.track_branch_vec< int >("nLepGood", "LepGood_mcMatchAny");
-    mt.track_branch_vec< int >("nLepGood", "LepGood_mcMatchTau");
-    mt.track_branch_vec< int >("nLepGood", "LepGood_mcPt");
-
-    mt.track_branch<int>("nJet");
-    mt.track_branch_vec<float>("nJet", "Jet_pt");
-    mt.track_branch_vec<float>("nJet", "Jet_eta");
-    mt.track_branch_vec<float>("nJet", "Jet_phi");
-    mt.track_branch_vec<float>("nJet", "Jet_mass");
-    mt.track_branch_vec<float>("nJet", "Jet_btagCMVA");
-    mt.track_branch_vec< int >("nJet", "Jet_mcMatchFlav");
-    mt.track_branch_vec< int >("nJet", "Jet_mcMatchId");
-    mt.track_branch_vec< int >("nJet", "Jet_mcFlavour");
-
-
-    mt.track_branch<int>("nGenPart");
-    mt.track_branch_vec< int >("nGenPart", "GenPart_pdgId");
-    mt.track_branch_vec< int >("nGenPart", "GenPart_motherIndex");
-    mt.track_branch_vec< int >("nGenPart", "GenPart_motherId");
-    mt.track_branch_vec<float>("nGenPart", "GenPart_pt");
-    mt.track_branch_vec<float>("nGenPart", "GenPart_eta");
-    mt.track_branch_vec<float>("nGenPart", "GenPart_phi");
-    mt.track_branch_vec<float>("nGenPart", "GenPart_mass");
-    mt.track_branch_vec< int >("nGenPart", "GenPart_status");
-
+void enable_extra_branches(MiniTreeDataSet& mt){
     mt.track_branch<int>("nBJetLoose40");
     mt.track_branch<int>("nBJetMedium40");
     mt.track_branch<int>("nBJetTight40");
 
 
-    mt.track_branch<int>("nVert");
-
     mt.track_branch< int >("run" );
     mt.track_branch< int >("lumi");
     mt.track_branch< int >("evt" );
     mt.track_branch<float>("xsec");
 }
 
-struct Jet{
-    TLorentzVector v;
-    int            idx;
-    int            pdgid;
-    float          b_cmva;
-    Jet() { }
-    Jet(const TLorentzVector& v, int idx, int pdgid, float b_cmva)
-      :v(v),idx(idx),pdgid(pdgid),b_cmva(b_cmva) { }
-
-    static Jet reco(const TLorentzVector& v, int idx, float b_cmva){
-        return Jet(v, idx, 0, b_cmva);
-    }
-
-    static Jet mc(const TLorentzVector& v, int idx, int pdgid){
-        return Jet(v, idx, pdgid, 0);
-    }
-};
 
 void declare_values(MiniTreeDataSet& mt){
 
-    // Define Lorentz Vector(TLorentzVector) object from fields in ntuple
-    lorentz_vectors("LepGood_pt", "LepGood_eta", "LepGood_phi", "LepGood_mass", "LepGood_4v");
-    lorentz_vectors("GenPart_pt", "GenPart_eta", "GenPart_phi", "GenPart_mass", "GenPart_4v");
-    lorentz_vectors("Jet_pt",     "Jet_eta",     "Jet_phi",     "Jet_mass",     "Jet_4v"    );
-
-    energies("GenPart_4v", "GenPart_energy");
-
-
     // Define a couple selections to be used in the top-mass reconstruction.
-    auto& b_mva_filter = GenFunction::register_function<bool(Jet)>("b_mva_filter",
-        FUNC(([cut=0.0](const Jet& j){
-                return j.b_cmva > cut;
+    auto& b_mva_filter = GenFunction::register_function<bool(Particle)>("b_mva_filter",
+        FUNC(([cut=B_JET_WP](const Particle& j){
+                return j.jet.b_cmva > cut;
         })));
-    auto& b_pdgid_filter = GenFunction::register_function<bool(Jet)>("b_pdgid_filter",
-        FUNC(([](const Jet& j){
-                return j.pdgid == 5 || j.pdgid==-5;
+    auto& b_pdgid_filter = GenFunction::register_function<bool(Particle)>("b_pdgid_filter",
+        FUNC(([](const Particle& j){
+                return j.genpart.pdgId == 5 || j.genpart.pdgId==-5;
         })));
-    auto& w_mass_filter = GenFunction::register_function<bool(Jet, Jet)>("w_mass_filter",
-        FUNC(([win_l=W_MASS-10, win_h=W_MASS+10](const Jet& j1, const Jet& j2){
+    auto& w_mass_filter = GenFunction::register_function<bool(Particle, Particle)>("w_mass_filter",
+        FUNC(([win_l=W_MASS-10, win_h=W_MASS+10](const Particle& j1, const Particle& j2){
             float inv_mass = (j1.v + j2.v).M();
             return inv_mass > win_l && inv_mass < win_h;
         })));
-    auto& dup_filter = GenFunction::register_function<bool(std::tuple<Jet,Jet>,Jet)>("dup_filter",
-        FUNC(([](const std::tuple<Jet,Jet>& w, const Jet& b){
+    auto& dup_filter = GenFunction::register_function<bool(std::tuple<Particle,Particle>,Particle)>("dup_filter",
+        FUNC(([](const std::tuple<Particle,Particle>& w, const Particle& b){
             int j0 = b.idx;
             int j1 = std::get<0>(w).idx;
             int j2 = std::get<1>(w).idx;
             return (j0 != j1) && (j0 != j2) && (j1 != j2);
         })));
-    auto& qg_id_filter = GenFunction::register_function<bool(Jet, Jet)>("qg_id_filter",
-        FUNC(([](const Jet& j1, const Jet& j2){
+    auto& qg_id_filter = GenFunction::register_function<bool(Particle, Particle)>("qg_id_filter",
+        FUNC(([](const Particle& j1, const Particle& j2){
             // require both particles be either quarks(not Top) or gluons
-            int id1 = abs(j1.pdgid);
-            int id2 = abs(j2.pdgid);
+            int id1 = abs(j1.genpart.pdgId);
+            int id2 = abs(j2.genpart.pdgId);
             return ((id1 >=1 && id1 <= 5) || id1 == 21) &&
                    ((id2 >=1 && id2 <= 5) || id2 == 21);
         })));
 
-    // Here is the calculation of the Top Reconstructed Mass from Jets
-    auto jets = apply(GenFunction::register_function<std::vector<Jet>(std::vector<TLorentzVector>,std::vector<float>)>("build_reco_jets",
-        FUNC(([](const std::vector<TLorentzVector>& vs, const std::vector<float>& b_cmvas){
-            std::vector<Jet> jets;
-            for(int i=0; i<vs.size(); i++){
-                jets.push_back(Jet::reco(vs[i],i, b_cmvas[i]));
-            }
-            return jets;
-        }))), fv::tuple(lookup<std::vector<TLorentzVector>>("Jet_4v"), lookup<std::vector<float>>("Jet_btagCMVA")), "reco_jets");
-
+    // Here is the calculation of the Top Reconstructed Mass from Particle
+    auto jets = lookup<std::vector<Particle>>("jets");
 
     auto b_jets = filter(b_mva_filter, jets, "reco_b_jets");
-    auto w_dijets = tup_filter<Jet,Jet>(w_mass_filter, combinations<Jet,2>(jets, "reco_dijets"));
+    auto w_dijets = tup_filter<Particle,Particle>(w_mass_filter, combinations<Particle,2>(jets, "reco_dijets"));
 
-    auto top_cands = cart_product<std::tuple<Jet,Jet>, Jet>(w_dijets, b_jets);
+    auto top_cands = cart_product<std::tuple<Particle,Particle>, Particle>(w_dijets, b_jets);
 
     top_cands = tup_filter(dup_filter, top_cands);
 
-    auto& t_mass = GenFunction::register_function<float(std::tuple<Jet,Jet>,Jet)>("t_mass",
-        FUNC(([](const std::tuple<Jet,Jet>& w, const Jet& b){
+    auto& t_mass = GenFunction::register_function<float(std::tuple<Particle,Particle>,Particle)>("t_mass",
+        FUNC(([](const std::tuple<Particle,Particle>& w, const Particle& b){
             return (std::get<0>(w).v+std::get<1>(w).v+b.v).M();
         })));
 
     fv::map(t_mass, top_cands, "reco_top_mass");
 
     // Here is the calculation of the Top Reconstructed Mass from Generator-Level objects
-    jets = apply(GenFunction::register_function<std::vector<Jet>(std::vector<TLorentzVector>,std::vector<int>)>("build_mcjets",
-        FUNC(([](const std::vector<TLorentzVector>& vs, const std::vector<int>& pdgid){
-            std::vector<Jet> jets;
-            for(int i=0; i<vs.size(); i++){
-                jets.push_back(Jet::mc(vs[i],i, pdgid[i]));
-            }
-            return jets;
-        }))), fv::tuple(lookup<std::vector<TLorentzVector>>("GenPart_4v"), lookup<std::vector<int>>("GenPart_pdgId")), "mcjets");
+    jets = lookup<std::vector<Particle>>("mc_jets");
 
     b_jets = filter(b_pdgid_filter, jets);
 
-    w_dijets = tup_filter(qg_id_filter, combinations<Jet,2>(jets));
+    w_dijets = tup_filter(qg_id_filter, combinations<Particle,2>(jets));
     w_dijets = tup_filter(w_mass_filter, w_dijets);
 
-    top_cands = cart_product<std::tuple<Jet,Jet>, Jet>(w_dijets, b_jets);
+    top_cands = cart_product<std::tuple<Particle,Particle>, Particle>(w_dijets, b_jets);
 
     top_cands = tup_filter(dup_filter, top_cands);
 
@@ -212,12 +133,12 @@ void declare_values(MiniTreeDataSet& mt){
 
 
     // calculation of di-jet inv-mass spectrum
-    auto& inv_mass2 = GenFunction::register_function<float(Jet, Jet)>("inv_mass2",
-        FUNC(([] (const Jet& j1, const Jet& j2){
+    auto& inv_mass2 = GenFunction::register_function<float(Particle, Particle)>("inv_mass2",
+        FUNC(([] (const Particle& j1, const Particle& j2){
             TLorentzVector sum = j1.v + j2.v;
             return (float)sum.M();
         })));
-    fv::map(inv_mass2, lookup<std::vector<std::tuple<Jet,Jet>>>("reco_dijets"), "dijet_inv_mass");
+    fv::map(inv_mass2, lookup<std::vector<std::tuple<Particle,Particle>>>("reco_dijets"), "dijet_inv_mass");
 
 
 
@@ -257,12 +178,8 @@ void declare_values(MiniTreeDataSet& mt){
     /*         return std::accumulate(v.begin(), v.end(), 0); */
     /*     }))); */
 
-    /* auto sum_jet_pt = fv::apply(sum, lookup<std::vector<float>>("Jet_pt")) */
+    /* auto sum_jet_pt = fv::apply(sum, lookup<std::vector<float>>("Jet_pt")); */
 
-    /* fv::tuple(lookup<float>("nJet"), */
-    /*           lookup<float>("nLepGood"), */
-    /*           lookup<float>("Jet_phi"), */
-    /*           lookup<std::vector<float>>("Jet_mass"), */
 
     obs_filter("trilepton", FUNC(([nLepGood=lookup<int>("nLepGood")]()
         {
@@ -356,7 +273,6 @@ void declare_containers(MiniTreeDataSet& mt){
     mt.register_container<ContainerTH1<int>>("jet_count_trilepton", "Jet Multiplicity - Trilepton Events",
                                                 lookup<int>("nJet"), 14, 0, 14)->add_filter(lookup_obs_filter("trilepton"));
 
-    mt.register_container<ContainerTH1<int>>("nVert", "Number of Primary Vertices", lookup<int>("nVert"), 50, 0, 50);
 
     mt.register_container<CounterMany<int>>("GenPart_pdgId_counter", lookup<vector<int>>("GenPart_pdgId"));
 
@@ -371,7 +287,6 @@ void declare_containers(MiniTreeDataSet& mt){
     mt.register_container<Vector<std::vector<float>>>("GenPart_energy",      lookup<std::vector<float>>("GenPart_energy"));
     mt.register_container<Vector<std::vector< int >>>("GenPart_status",      lookup<std::vector< int >>("GenPart_status"));
 
-    mt.register_container<Vector<vector< int >>>("LepGood_mcMatchId",        lookup<vector< int >>("LepGood_mcMatchId"));
     mt.register_container<Vector<vector< int >>>("LepGood_mcMatchPdgId",     lookup<vector< int >>("LepGood_mcMatchPdgId"));
 
     mt.register_container<Vector< int >>("run",                              lookup< int >("run") );
@@ -380,8 +295,6 @@ void declare_containers(MiniTreeDataSet& mt){
     mt.register_container<Vector<float>>("xsec",                             lookup<float>("xsec"));
 
     mt.register_container<Vector<std::vector< int >>>("Jet_mcMatchFlav",     lookup<std::vector< int >>("Jet_mcMatchFlav"));
-    mt.register_container<Vector<std::vector< int >>>("Jet_mcMatchId",       lookup<std::vector< int >>("Jet_mcMatchId"));
-    mt.register_container<Vector<std::vector< int >>>("Jet_mcFlavour",       lookup<std::vector< int >>("Jet_mcFlavour"));
 
     mt.register_container<Vector<std::vector<float>>>("Jet_pt",              lookup<std::vector<float>>("Jet_pt"));
     mt.register_container<Vector<std::vector<float>>>("Jet_eta",             lookup<std::vector<float>>("Jet_eta"));
@@ -402,7 +315,8 @@ void run_analysis(const std::string& input_filename, bool silent){
     string output_filename = replace_suffix(input_filename, "_result.root");
     MiniTreeDataSet mt(output_filename, input_filename);
 
-    enable_branches(mt);
+    create_all_common_values(mt);
+    enable_extra_branches(mt);
     declare_values(mt);
     declare_containers(mt);
 

analysis/common/constants.hpp

@@ -0,0 +1,38 @@
+/**
+ * @file
+ * @author  Caleb Fangmeier <caleb@fangmeier.tech>
+ * @version 0.1
+ *
+ * @section LICENSE
+ *
+ *
+ * MIT License
+ *
+ * Copyright (c) 2017 Caleb Fangmeier
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ *
+ * @section DESCRIPTION
+ * Define math/physics constants used in analysis
+ */
+
+#define PI 3.14159
+#define W_MASS 80.385 // GeV/c^2
+#define Z_MASS 91.188 // GeV/c^2
+#define T_MASS 172.44 // GeV/c^2

analysis/common/obj_types.hpp

@@ -0,0 +1,212 @@
+/**
+ * @file
+ * @author  Caleb Fangmeier <caleb@fangmeier.tech>
+ * @version 0.1
+ *
+ * @section LICENSE
+ *
+ *
+ * MIT License
+ *
+ * Copyright (c) 2017 Caleb Fangmeier
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ *
+ * @section DESCRIPTION
+ * Define some common data structures used throughout the analysis and methods
+ * to make them available.
+ */
+#ifndef OBJ_TYPES_HPP
+#define OBJ_TYPES_HPP
+
+#include "TLorentzVector.h"
+#include "filval/filval.hpp"
+#include "analysis/MiniTreeDataSet.hpp"
+
+struct Jet{
+    float b_cmva;
+    int   mcMatchFlav;
+};
+
+struct Lepton {
+    int pdg_id;
+    int mcMatchPdgId;
+    int charge;
+};
+
+struct GenPart{
+    int pdgId;
+    int motherIndex;
+    int motherId;
+    int status;
+};
+
+
+struct Particle{
+    enum{JET,
+         LEPTON,
+         GENPART,
+        }          tag;
+    int            idx;
+    TLorentzVector v;
+
+    union
+    {
+        Jet     jet;
+        Lepton  lepton;
+        GenPart genpart;
+    };
+
+    static Particle
+    Jet(int idx, TLorentzVector v, Jet&& jet){
+        Particle p = {Particle::JET, idx, v, {}};
+        p.jet = jet;
+        return p;
+    }
+
+    static Particle
+    Lepton(int idx, TLorentzVector v, Lepton&& lepton){
+        Particle p = {Particle::LEPTON, idx, v, {}};
+        p.lepton = lepton;
+        return p;
+    }
+
+    static Particle
+    GenPart(int idx, TLorentzVector v, GenPart&& genpart){
+        Particle p = {Particle::GENPART, idx, v, {}};
+        p.genpart = genpart;
+        return p;
+    }
+};
+
+
+decltype(auto)
+construct_jets_value(MiniTreeDataSet& mt){
+    mt.track_branch<int>("nJet");
+    mt.track_branch_vec<float>("nJet", "Jet_pt");
+    mt.track_branch_vec<float>("nJet", "Jet_eta");
+    mt.track_branch_vec<float>("nJet", "Jet_phi");
+    mt.track_branch_vec<float>("nJet", "Jet_mass");
+    auto Jet_4v = lorentz_vectors("Jet_pt", "Jet_eta", "Jet_phi", "Jet_mass", "Jet_4v");
+
+
+    auto jets = apply(GenFunction::register_function<std::vector<Particle>(std::vector<TLorentzVector>,
+                                                                           std::vector<float>,
+                                                                           std::vector< int >
+                                                                           )>("build_reco_jets",
+        FUNC(([](const std::vector<TLorentzVector>& vs,
+                 const std::vector<float>&          b_cmvas,
+                 const std::vector< int >&          mcMatchFlavs
+                 ){
+            std::vector<Particle> jets;
+            for(int i=0; i<vs.size(); i++){
+                Particle p = Particle::Jet(i, vs[i], {b_cmvas[i],
+                                                      mcMatchFlavs[i]
+                                                      });
+                jets.push_back(p);
+            }
+            return jets;
+        }))), fv::tuple(Jet_4v,
+                        mt.track_branch_vec<float>("nJet", "Jet_btagCMVA"),
+                        mt.track_branch_vec< int >("nJet", "Jet_mcMatchFlav")
+                       ), "jets");
+    return jets;
+}
+
+
+decltype(auto)
+construct_leptons_value(MiniTreeDataSet& mt){
+    mt.track_branch<int>("nLepGood");
+    mt.track_branch_vec<float>("nLepGood", "LepGood_pt");
+    mt.track_branch_vec<float>("nLepGood", "LepGood_eta");
+    mt.track_branch_vec<float>("nLepGood", "LepGood_phi");
+    mt.track_branch_vec<float>("nLepGood", "LepGood_mass");
+    auto LepGood_4v = lorentz_vectors("LepGood_pt", "LepGood_eta", "LepGood_phi", "LepGood_mass", "LepGood_4v");
+
+
+    auto leptons = apply(GenFunction::register_function<std::vector<Particle>(std::vector<TLorentzVector>,
+                                                                              std::vector<int>,
+                                                                              std::vector<int>,
+                                                                              std::vector<int>)>("build_reco_leptons",
+        FUNC(([](const std::vector<TLorentzVector>& vs,
+                 const std::vector<int>& pdgIds,
+                 const std::vector<int>& mcMatchPdgIds,
+                 const std::vector<int>& charges
+                 ){
+            std::vector<Particle> leptons;
+            for(int i=0; i<vs.size(); i++){
+                Particle p = Particle::Lepton(i, vs[i], {pdgIds[i],
+                                                         mcMatchPdgIds[i],
+                                                         charges[i]});
+                leptons.push_back(p);
+            }
+            return leptons;
+        }))), fv::tuple(LepGood_4v,
+                        mt.track_branch_vec< int >("nLepGood", "LepGood_pdgId"),
+                        mt.track_branch_vec< int >("nLepGood", "LepGood_mcMatchPdgId"),
+                        mt.track_branch_vec< int >("nLepGood", "LepGood_charge")
+                        ), "leptons");
+    return leptons;
+}
+
+decltype(auto)
+construct_mc_jets_value(MiniTreeDataSet& mt){
+    mt.track_branch<int>("nGenPart");
+    mt.track_branch_vec<float>("nGenPart", "GenPart_pt");
+    mt.track_branch_vec<float>("nGenPart", "GenPart_eta");
+    mt.track_branch_vec<float>("nGenPart", "GenPart_phi");
+    mt.track_branch_vec<float>("nGenPart", "GenPart_mass");
+    auto Jet_4v = lorentz_vectors("GenPart_pt", "GenPart_eta", "GenPart_phi", "GenPart_mass", "GenPart_4v");
+    energies(Jet_4v, "GenPart_energy");
+
+    auto mc_jets = apply(GenFunction::register_function<std::vector<Particle>(std::vector<TLorentzVector>,
+                                                                              std::vector<int>,
+                                                                              std::vector<int>,
+                                                                              std::vector<int>,
+                                                                              std::vector<int>)>("build_mc_jets",
+        FUNC(([](const std::vector<TLorentzVector>& vs,
+                 const std::vector<int>& pdgIds,
+                 const std::vector<int>& motherIndices,
+                 const std::vector<int>& motherIds,
+                 const std::vector<int>& statuses){
+            std::vector<Particle> mc_jets;
+            for(int i=0; i<vs.size(); i++){
+                Particle p = Particle::GenPart(i, vs[i], {pdgIds[i],
+                                                          motherIndices[i],
+                                                          motherIds[i],
+                                                          statuses[i]});
+                mc_jets.push_back(p);
+            }
+            return mc_jets;
+        }))), fv::tuple(Jet_4v,
+                        mt.track_branch_vec<int>("nGenPart", "GenPart_pdgId"),
+                        mt.track_branch_vec<int>("nGenPart", "GenPart_motherIndex"),
+                        mt.track_branch_vec<int>("nGenPart", "GenPart_motherId"),
+                        mt.track_branch_vec<int>("nGenPart", "GenPart_status")
+                        ),"mc_jets");
+    return mc_jets;
+}
+
+void create_all_common_values(MiniTreeDataSet& mt){
+    construct_jets_value(mt);
+    construct_mc_jets_value(mt);
+    construct_leptons_value(mt);
+}
+
+#endif

analysis/selection.hpp

@@ -0,0 +1,87 @@
+/**
+ * @file
+ * @author  Caleb Fangmeier <caleb@fangmeier.tech>
+ * @version 0.1
+ *
+ * @section LICENSE
+ *
+ *
+ * MIT License
+ *
+ * Copyright (c) 2017 Caleb Fangmeier
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ *
+ * @section DESCRIPTION
+ * Define a set of common event selections
+ */
+#ifndef SELECTION_HPP
+#define SELECTION_HPP
+
+#include <iostream>
+#include <vector>
+#include <utility>
+#include <numeric>
+#include <limits>
+
+#include "filval/filval.hpp"
+#include "filval_root/filval_root.hpp"
+
+#include <TSystem.h>
+
+#define JET_REQUIREMENT   6
+#define B_JET_REQUIREMENT 3
+#define B_JET_WP          0.  // lower bound on CMVA value
+using namespace fv;
+struct Selection {
+public:
+
+    static ObsFilter* trilepton_filter;
+
+    static ObsFilter* jet_multiplicity_filter;
+    static ObsFilter* b_jet_multiplicity_filter;
+
+    static void init(){
+        auto nLep = lookup<int>("nLepGood");
+        trilepton_filter = obs_filter("trilepton_filter",GenFunction::register_function<bool()>("trilepton_filter",
+            FUNC(([nLep=nLep](){
+                return nLep->get_value() == 3;
+            }))));
+
+
+        auto nJet = lookup<int>("nJet");
+        jet_multiplicity_filter = obs_filter("jet_multiplicity_filter",GenFunction::register_function<bool()>("jet_multiplicity_filter",
+            FUNC(([nJet=nJet](){
+                return nJet->get_value() >= JET_REQUIREMENT;
+            }))));
+
+        auto bJet_MVA = lookup<std::vector<float>>("Jet_btagCMVA");
+        b_jet_multiplicity_filter = obs_filter("b_jet_multiplicity_filter",GenFunction::register_function<bool()>("b_jet_multiplicity_filter",
+            FUNC(([bJet_MVA=bJet_MVA](){
+                int n_b_jet = 0;
+                for(auto j : bJet_MVA->get_value()){
+                    if(j > B_JET_WP){
+                        n_b_jet++;
+                    }
+                }
+                return n_b_jet >= B_JET_REQUIREMENT;
+            }))));
+    }
+};
+#endif // SELECTION_HPP

docs/MVA__Creation_8cpp.html

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@@ -148,7 +151,7 @@ LICENSE</h1>
 <p>THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.</p>
 <h1><a class="anchor" id="DESCRIPTION"></a>
 DESCRIPTION</h1>
-<p>Main analysis routine file. This file declares the Histogram/Graph objects that will end up in the final root file. It also declares the values that are used to populate the histogram, as well as how these values are calculated. See the Fil-Val documentation for how the system works. </p>
+<p>MVA Creation script. This file demonstrates how to use filval_root's TMVA integration. </p>
 
 <p class="definition">Definition in file <a class="el" href="MVA__Creation_8cpp_source.html">MVA_Creation.cpp</a>.</p>
 </div></div><!-- contents -->

docs/TTTT__Analysis_8cpp.html

@@ -64,7 +64,6 @@ $(function() {
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 <code>#include &quot;filval/filval.hpp&quot;</code><br />
 <code>#include &quot;filval_root/filval_root.hpp&quot;</code><br />
+<code>#include &quot;analysis/common/obj_types.hpp&quot;</code><br />
+<code>#include &quot;analysis/common/constants.hpp&quot;</code><br />
+<code>#include &quot;<a class="el" href="selection_8hpp_source.html">analysis/selection.hpp</a>&quot;</code><br />
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+<div class="title">selection.hpp File Reference</div>  </div>
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+<tr class="separator:accd98ae75cd9f5a28848c6e6f9240fbf"><td class="memSeparator" colspan="2">&#160;</td></tr>
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+#define&#160;</td><td class="memItemRight" valign="bottom"><b>B_JET_REQUIREMENT</b>&#160;&#160;&#160;3</td></tr>
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+<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
+<div class="textblock"><dl class="section author"><dt>Author</dt><dd>Caleb Fangmeier <a href="#" onclick="location.href='mai'+'lto:'+'cal'+'eb'+'@fa'+'ng'+'mei'+'er'+'.te'+'ch'; return false;">caleb<span style="display: none;">.nosp@m.</span>@fan<span style="display: none;">.nosp@m.</span>gmeie<span style="display: none;">.nosp@m.</span>r.te<span style="display: none;">.nosp@m.</span>ch</a> </dd></dl>
+<dl class="section version"><dt>Version</dt><dd>0.1</dd></dl>
+<h1><a class="anchor" id="LICENSE"></a>
+LICENSE</h1>
+<p>MIT License</p>
+<p>Copyright (c) 2017 Caleb Fangmeier</p>
+<p>Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:</p>
+<p>The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.</p>
+<p>THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.</p>
+<h1><a class="anchor" id="DESCRIPTION"></a>
+DESCRIPTION</h1>
+<p>Define a set of common event selections </p>
+
+<p class="definition">Definition in file <a class="el" href="selection_8hpp_source.html">selection.hpp</a>.</p>
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