Complete best build and report
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@@ -7,11 +7,12 @@
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namespace platform {
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void BestResults::build()
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string BestResults::build()
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{
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auto files = loadFiles();
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if (files.size() == 0) {
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throw runtime_error("No result files were found!");
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cerr << Colors::MAGENTA() << "No result files were found!" << Colors::RESET() << endl;
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exit(1);
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}
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json bests;
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for (const auto& file : files) {
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@@ -20,7 +21,7 @@ namespace platform {
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for (auto const& item : data.at("results")) {
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bool update = false;
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if (bests.contains(item.at("dataset").get<string>())) {
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if (item.at("score").get<double>() > bests["dataset"].at(0).get<double>()) {
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if (item.at("score").get<double>() > bests[item.at("dataset").get<string>()].at(0).get<double>()) {
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update = true;
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}
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} else {
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@@ -31,14 +32,15 @@ namespace platform {
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}
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}
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}
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string bestFileName = path + "/" + bestResultFile();
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string bestFileName = path + bestResultFile();
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if (FILE* fileTest = fopen(bestFileName.c_str(), "r")) {
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fclose(fileTest);
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cout << Colors::MAGENTA() << "File " << bestFileName << " already exists and it shall be overwritten." << Colors::RESET();
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cout << Colors::MAGENTA() << "File " << bestFileName << " already exists and it shall be overwritten." << Colors::RESET() << endl;
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}
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ofstream file(bestFileName);
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file << bests;
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file.close();
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return bestFileName;
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}
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string BestResults::bestResultFile()
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@@ -60,9 +62,43 @@ namespace platform {
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}
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return files;
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}
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json BestResults::loadFile(const string& fileName)
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{
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ifstream resultData(fileName);
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if (resultData.is_open()) {
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json data = json::parse(resultData);
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return data;
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}
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throw invalid_argument("Unable to open result file. [" + fileName + "]");
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}
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void BestResults::report()
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{
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string bestFileName = path + bestResultFile();
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if (FILE* fileTest = fopen(bestFileName.c_str(), "r")) {
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fclose(fileTest);
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} else {
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cerr << Colors::MAGENTA() << "File " << bestFileName << " doesn't exist." << Colors::RESET() << endl;
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exit(1);
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}
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auto data = loadFile(bestFileName);
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cout << Colors::GREEN() << "Best results for " << model << " and " << score << endl;
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cout << "------------------------------------------" << endl;
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cout << Colors::GREEN() << " # Dataset Score File Hyperparameters" << endl;
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cout << "=== ========================= =========== ================================================================== ================================================= " << endl;
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auto i = 0;
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bool odd = true;
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for (auto const& item : data.items()) {
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auto color = odd ? Colors::BLUE() : Colors::CYAN();
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cout << color << setw(3) << fixed << right << i++ << " ";
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cout << setw(25) << left << item.key() << " ";
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cout << setw(11) << setprecision(9) << fixed << item.value().at(0).get<double>() << " ";
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cout << setw(66) << item.value().at(2).get<string>() << " ";
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cout << item.value().at(1) << " ";
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cout << endl;
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odd = !odd;
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}
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}
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}
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