#include #include #include #include "ReportConsole.h" #include "BestScore.h" #include "CLocale.h" namespace platform { std::string ReportConsole::headerLine(const std::string& text, int utf = 0) { int n = MAXL - text.length() - 3; n = n < 0 ? 0 : n; return "* " + text + std::string(n + utf, ' ') + "*\n"; } void ReportConsole::header() { std::stringstream oss; std::cout << Colors::MAGENTA() << std::string(MAXL, '*') << std::endl; std::cout << headerLine( "Report " + data["model"].get() + " ver. " + data["version"].get() + " with " + std::to_string(data["folds"].get()) + " Folds cross validation and " + std::to_string(data["seeds"].size()) + " random seeds. " + data["date"].get() + " " + data["time"].get() ); std::cout << headerLine(data["title"].get()); std::cout << headerLine( "Random seeds: " + fromVector("seeds") + " Discretized: " + (data["discretized"].get() ? "True" : "False") + " Stratified: " + (data["stratified"].get() ? "True" : "False") ); oss << "Execution took " << std::setprecision(2) << std::fixed << data["duration"].get() << " seconds, " << data["duration"].get() / 3600 << " hours, on " << data["platform"].get(); std::cout << headerLine(oss.str()); std::cout << headerLine("Score is " + data["score_name"].get()); std::cout << std::string(MAXL, '*') << std::endl; std::cout << std::endl; } void ReportConsole::body() { auto tmp = ConfigLocale(); int maxHyper = 15; int maxDataset = 7; for (const auto& r : data["results"]) { maxHyper = std::max(maxHyper, (int)r["hyperparameters"].dump().size()); maxDataset = std::max(maxDataset, (int)r["dataset"].get().size()); } std::cout << Colors::GREEN() << " # " << std::setw(maxDataset) << std::left << "Dataset" << " Sampl. Feat. Cls Nodes Edges States Score Time Hyperparameters" << std::endl; std::cout << "=== " << std::string(maxDataset, '=') << " ====== ===== === ========= ========= ========= =============== =================== " << std::string(maxHyper, '=') << std::endl; json lastResult; double totalScore = 0.0; bool odd = true; int index = 0; for (const auto& r : data["results"]) { if (selectedIndex != -1 && index != selectedIndex) { index++; continue; } auto color = odd ? Colors::CYAN() : Colors::BLUE(); std::cout << color; std::string separator{ " " }; if (r.find("notes") != r.end()) { separator = r["notes"].size() > 0 ? Colors::YELLOW() + Symbols::notebook + color : " "; } std::cout << std::setw(3) << std::right << index++ << separator; std::cout << std::setw(maxDataset) << std::left << r["dataset"].get() << " "; std::cout << std::setw(6) << std::right << r["samples"].get() << " "; std::cout << std::setw(5) << std::right << r["features"].get() << " "; std::cout << std::setw(3) << std::right << r["classes"].get() << " "; std::cout << std::setw(9) << std::setprecision(2) << std::fixed << r["nodes"].get() << " "; std::cout << std::setw(9) << std::setprecision(2) << std::fixed << r["leaves"].get() << " "; std::cout << std::setw(9) << std::setprecision(2) << std::fixed << r["depth"].get() << " "; std::cout << std::setw(8) << std::right << std::setprecision(6) << std::fixed << r["score"].get() << "±" << std::setw(6) << std::setprecision(4) << std::fixed << r["score_std"].get(); const std::string status = compareResult(r["dataset"].get(), r["score"].get()); std::cout << status; std::cout << std::setw(12) << std::right << std::setprecision(6) << std::fixed << r["time"].get() << "±" << std::setw(6) << std::setprecision(4) << std::fixed << r["time_std"].get() << " "; std::cout << r["hyperparameters"].dump(); std::cout << std::endl; std::cout << std::flush; lastResult = r; totalScore += r["score"].get(); odd = !odd; } if (data["results"].size() == 1 || selectedIndex != -1) { std::cout << std::string(MAXL, '*') << std::endl; if (lastResult.find("notes") != lastResult.end()) { if (lastResult["notes"].size() > 0) { std::cout << headerLine("Notes: "); for (const auto& note : lastResult["notes"]) { std::cout << headerLine(note.get()); } } } std::cout << headerLine(fVector("Train scores: ", lastResult["scores_train"], 14, 12)); std::cout << headerLine(fVector("Test scores: ", lastResult["scores_test"], 14, 12)); std::cout << headerLine(fVector("Train times: ", lastResult["times_train"], 10, 3)); std::cout << headerLine(fVector("Test times: ", lastResult["times_test"], 10, 3)); } else { footer(totalScore); } std::cout << std::string(MAXL, '*') << Colors::RESET() << std::endl; } void ReportConsole::showSummary() { for (const auto& item : summary) { std::stringstream oss; oss << std::setw(3) << std::left << item.first; oss << std::setw(3) << std::right << item.second << " "; oss << std::left << meaning.at(item.first); std::cout << headerLine(oss.str(), 2); } } void ReportConsole::footer(double totalScore) { std::cout << Colors::MAGENTA() << std::string(MAXL, '*') << std::endl; showSummary(); auto score = data["score_name"].get(); auto best = BestScore::getScore(score); if (best.first != "") { std::stringstream oss; oss << score << " compared to " << best.first << " .: " << totalScore / best.second; std::cout << headerLine(oss.str()); } if (!getExistBestFile() && compare) { std::cout << headerLine("*** Best Results File not found. Couldn't compare any result!"); } } }