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- #ifndef root_container_hpp
- #define root_container_hpp
- #include <iostream>
- #include <utility>
- #include <map>
- #include "TROOT.h"
- #include "TFile.h"
- #include "TCanvas.h"
- #include "TGraph.h"
- #include "TH1.h"
- #include "TH2.h"
- #include "TMVA/Factory.h"
- #include "TMVA/DataLoader.h"
- #include "TMVA/DataSetInfo.h"
- #include "container.hpp"
- namespace fv_root_util {
- using namespace fv;
- /**
- * Save a TObject. The TObject will typically be a Histogram or Graph object,
- * but can really be any TObject. The SaveOption can be used to specify how to
- * save the file.
- */
- void save_as(TObject *container, const std::string &fname, const SaveOption &option = SaveOption::PNG) {
- auto save_img = [](TObject *container, const std::string &fname) {
- TCanvas *c1 = new TCanvas("c1");
- container->Draw();
- c1->Draw();
- c1->SaveAs(fname.c_str());
- delete c1;
- };
- auto save_bin = [](TObject *container) {
- INFO("Saving object: " << container->GetName() << " into file " << gDirectory->GetName());
- container->Write(container->GetName(), TObject::kOverwrite);
- };
- switch (option) {
- case SaveOption::PNG:
- save_img(container, fname + ".png");
- break;
- case SaveOption::PDF:
- save_img(container, fname + ".pdf");
- break;
- case SaveOption::ROOT:
- save_bin(container);
- break;
- default:
- break;
- }
- }
- /**
- * Saves an STL container into a ROOT file. ROOT knows how to serialize STL
- * containers, but it needs the *name* of the type of the container, eg.
- * std::map<int,int> to be able to do this. In order to generate this name at
- * run-time, the fv::util::get_type_name function uses RTTI to get type info
- * and use it to look up the proper name.
- *
- * For nexted containers, it is necessary to generate the CLING dictionaries
- * for each type at compile time to enable serialization. To do this, add the
- * type definition into the LinkDef.hpp header file.
- */
- void save_as_stl(void *container, const std::string &type_name,
- const std::string &obj_name,
- const SaveOption &option = SaveOption::PNG) {
- switch (option) {
- case SaveOption::PNG:
- INFO("Cannot save STL container " << type_name << " as png");
- break;
- case SaveOption::PDF:
- INFO("Cannot save STL container " << type_name << " as pdf");
- break;
- case SaveOption::ROOT:
- /* DEBUG("Writing object \"" << obj_name << "\" of type \"" << type_name << "\"\n"); */
- gDirectory->WriteObjectAny(container, type_name.c_str(), obj_name.c_str());
- break;
- default:
- break;
- }
- }
- }
- namespace fv_root {
- using namespace fv;
- struct TH1Params {
- std::string label_x;
- int nbins;
- double low;
- double high;
- std::string label_y;
- static TH1Params lookup(const std::string &¶m_key) {
- auto hist_params = fv_util::the_config->get("hist-params");
- if (!hist_params[param_key]) {
- CRITICAL(
- "Key \"" << param_key << "\" does not exist under hist-params in supplied config file. Add it!",
- true);
- } else {
- auto params = hist_params[param_key];
- return TH1Params({params["label_x"].as<std::string>(),
- params["nbins"].as<int>(),
- params["low"].as<double>(),
- params["high"].as<double>(),
- params["label_y"].as<std::string>()
- });
- }
- }
- };
- template<typename V>
- class ContainerTH1 : public Container<TH1, V> {
- protected:
- std::string title;
- TH1Params params;
- public:
- ContainerTH1(const std::string &name, const std::string &title, const TH1Params ¶ms)
- : Container<TH1, V>(name), title(title), params(params) {
- this->container = new TH1D(this->get_name().c_str(), this->title.c_str(),
- params.nbins, params.low, params.high);
- this->container->SetXTitle(params.label_x.c_str());
- this->container->SetYTitle(params.label_y.c_str());
- }
- void fill(const V &v) {
- this->container->Fill(v);
- }
- void fill_weight(const V &v, const float &weight) {
- this->container->Fill(v, weight);
- }
- void fill_many(const std::vector<V> &vs) {
- for (const V &v : vs) {
- this->container->Fill(v);
- }
- }
- void save_as(const std::string &fname, const SaveOption &option = SaveOption::PNG) {
- if (this->get_container() == nullptr) {
- WARNING("Container " << this->get_name() << " never filled, cowardly refusing to save");
- } else {
- fv_root_util::save_as(this->get_container(), fname, option);
- }
- }
- GenContainer *clone_as(const std::string &new_name) {
- return new ContainerTH1<V>(new_name, this->title, this->params);
- }
- };
- struct TH2Params {
- std::string label_x;
- int nbins_x;
- double low_x;
- double high_x;
- std::string label_y;
- int nbins_y;
- double low_y;
- double high_y;
- static TH2Params lookup(const std::string &¶m_key) {
- auto hist_params = fv_util::the_config->get("hist-params");
- if (!hist_params[param_key]) {
- CRITICAL(
- "Key \"" << param_key << "\" does not exist under hist-params in supplied config file. Add it!",
- true);
- } else {
- auto params = hist_params[param_key];
- return TH2Params({params["label_x"].as<std::string>(),
- params["nbins_x"].as<int>(),
- params["low_x"].as<double>(),
- params["high_x"].as<double>(),
- params["label_y"].as<std::string>(),
- params["nbins_y"].as<int>(),
- params["low_y"].as<double>(),
- params["high_y"].as<double>()
- });
- }
- }
- };
- template<typename V>
- class ContainerTH2 : public Container<TH2, V> {
- private:
- std::string title;
- TH2Params params;
- public:
- ContainerTH2(const std::string &name, const std::string &title, TH2Params params)
- : Container<TH2, V>(name), title(title), params(params) {
- this->container = new TH2D(this->get_name().c_str(), this->title.c_str(),
- params.nbins_x, params.low_x, params.high_x,
- params.nbins_y, params.low_y, params.high_y);
- this->container->SetXTitle(params.label_x.c_str());
- this->container->SetYTitle(params.label_y.c_str());
- }
- void fill(const V& x, const V& y) {
- this->container->Fill(x, y);
- }
- void fill_weight(const V& x, const V& y, const V& weight) {
- this->container->Fill(x, y, weight);
- }
- void save_as(const std::string &fname, const SaveOption &option = SaveOption::PNG) {
- fv_root_util::save_as(this->get_container(), fname, option);
- }
- };
- template<typename V>
- class ContainerTGraph : public Container<TGraph, V> {
- private:
- std::vector<V> x_data;
- std::vector<V> y_data;
- std::string title;
- bool data_modified;
- public:
- ContainerTGraph(const std::string &name, const std::string &title)
- : Container<TGraph, V>(name), data_modified(false) {
- this->container = new TGraph();
- }
- TGraph *get_container() {
- if (data_modified) {
- delete this->container;
- this->container = new TGraph(x_data.size(), x_data.data(), y_data.data());
- this->container->SetName(this->get_name().c_str());
- this->container->SetTitle(title.c_str());
- data_modified = false;
- }
- return this->container;
- }
- GenContainer *clone_as(const std::string &new_name) {
- return new ContainerTGraph<V>(new_name, this->title);
- }
- void save_as(const std::string &fname, const SaveOption &option = SaveOption::PNG) {
- fv_root_util::save_as(get_container(), fname, option);
- }
- void fill(const V& x, const V& y) {
- x_data.push_back(x);
- y_data.push_back(y);
- data_modified = true;
- }
- };
- template<typename V>
- class Vector : public Container<std::vector<V>, V> {
- public:
- Vector(const std::string &name)
- : Container<std::vector<V>, V>(name) {
- this->container = new std::vector<V>;
- }
- void fill(const V& v) {
- this->container->push_back(v);
- }
- GenContainer *clone_as(const std::string &new_name) {
- return new Vector<V>(new_name);
- }
- void save_as(const std::string &fname, const SaveOption &option = SaveOption::PNG) {
- std::string type_name = "std::vector<" + fv::util::get_type_name(typeid(V)) + ">";
- fv_root_util::save_as_stl(this->get_container(), type_name, this->get_name(), option);
- }
- };
- /**
- * A Counter that keeps a mapping of the number of occurances of each input
- * value.
- */
- template<typename V>
- class Counter : public Container<std::map<V, size_t>, V> {
- public:
- Counter(const std::string &name)
- : Container<std::map<V, size_t>, V>(name) {
- this->container = new std::map<V, size_t>;
- }
- void save_as(const std::string &fname, const SaveOption &option = SaveOption::PNG) {
- std::string type_name = "std::map<" + fv::util::get_type_name(typeid(V)) + ",int>";
- fv_root_util::save_as_stl(this->get_container(), type_name, this->get_name(), option);
- }
- void fill(const V& v) {
- (*this->container)[v]++;
- }
- GenContainer *clone_as(const std::string &new_name) {
- return new Counter<V>(new_name);
- }
- };
- template<typename T>
- class EfficiencyContainer : public Container<TH1F, std::vector<T>> {
- private:
- std::function<bool(T)> *selector; // Selects whether object is up for consideration
- std::function<bool(T)> *predicate; // Says whether the object passes the efficiency criteria
- std::function<float(T)> *get_val; // Returns a floating point value from the object that is actually
- // used in the histogram
- bool write_num_den;
- TH1F num;
- TH1F den;
- TH1F eff;
- TH1Params params;
- void _fill() {
- for (auto &obj : this->value->get_value()) {
- if (selector == nullptr or (*selector)(obj)) {
- float val = (*get_val)(obj);
- den.Fill(val);
- if ((*predicate)(obj)) {
- num.Fill(val);
- }
- }
- }
- }
- public:
- EfficiencyContainer(const std::string &name, Value<std::vector<T>> *value, TH1Params params,
- std::function<bool(T)> *selector, std::function<bool(T)> *predicate,
- std::function<float(T)> *get_val, bool write_num_den = false)
- : Container<TH1F, std::vector<T>>(name, value),
- num{(name + "_num").c_str(), (name + "_num").c_str(), params.nbins, params.low, params.high},
- den{(name + "_den").c_str(), (name + "_den").c_str(), params.nbins, params.low, params.high},
- eff{name.c_str(), name.c_str(), params.nbins, params.low, params.high},
- selector(selector), predicate(predicate), get_val(get_val), params(params),
- write_num_den(write_num_den) {
- num.SetXTitle(params.label_x.c_str());
- num.SetYTitle(params.label_y.c_str());
- den.SetXTitle(params.label_x.c_str());
- den.SetYTitle(params.label_y.c_str());
- eff.SetXTitle(params.label_x.c_str());
- eff.SetYTitle(params.label_y.c_str());
- this->container = &eff;
- }
- TH1F *get_container() {
- eff.Sumw2();
- eff.Divide(&num, &den, 1, 1, "B");
- return this->container;
- }
- GenContainer *clone_as(const std::string &new_name) {
- return new EfficiencyContainer<T>(new_name, this->value, this->params, selector, predicate, get_val);
- }
- void save_as(const std::string &fname, const SaveOption &option = SaveOption::PNG) {
- fv_root_util::save_as(this->get_container(), fname, option);
- if (write_num_den) {
- fv_root_util::save_as(&num, fname, option);
- fv_root_util::save_as(&den, fname, option);
- }
- }
- };
- }
- #endif // root_container_hpp
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