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Create ReportExcel eq to ReportConsole

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This commit is contained in:
Ricardo Montañana Gómez
2023-08-21 17:51:49 +02:00
parent 8066701c3c
commit d2da0ddb88
7 changed files with 117 additions and 18 deletions
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src/Platform/ReportExcel.cc Normal file
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#include <sstream>
#include <locale>
#include "ReportExcel.h"
#include "BestResult.h"
namespace platform {
struct separated : numpunct<char> {
char do_decimal_point() const { return ','; }
char do_thousands_sep() const { return '.'; }
string do_grouping() const { return "\03"; }
};
string headerLine(const string& text)
{
int n = MAXLL - text.length() - 3;
n = n < 0 ? 0 : n;
return "* " + text + string(n, ' ') + "*\n";
}
void ReportExcel::header()
{
locale mylocale(cout.getloc(), new separated);
locale::global(mylocale);
cout.imbue(mylocale);
stringstream oss;
cout << Colors::MAGENTA() << string(MAXLL, '*') << endl;
cout << headerLine("Report " + data["model"].get<string>() + " ver. " + data["version"].get<string>() + " with " + to_string(data["folds"].get<int>()) + " Folds cross validation and " + to_string(data["seeds"].size()) + " random seeds. " + data["date"].get<string>() + " " + data["time"].get<string>());
cout << headerLine(data["title"].get<string>());
cout << headerLine("Random seeds: " + fromVector("seeds") + " Stratified: " + (data["stratified"].get<bool>() ? "True" : "False"));
oss << "Execution took " << setprecision(2) << fixed << data["duration"].get<float>() << " seconds, " << data["duration"].get<float>() / 3600 << " hours, on " << data["platform"].get<string>();
cout << headerLine(oss.str());
cout << headerLine("Score is " + data["score_name"].get<string>());
cout << string(MAXLL, '*') << endl;
cout << endl;
}
void ReportExcel::body()
{
cout << Colors::GREEN() << "Dataset Sampl. Feat. Cls Nodes Edges States Score Time Hyperparameters" << endl;
cout << "============================== ====== ===== === ========= ========= ========= =============== ================== ===============" << endl;
json lastResult;
totalScore = 0;
bool odd = true;
for (const auto& r : data["results"]) {
auto color = odd ? Colors::CYAN() : Colors::BLUE();
cout << color << setw(30) << left << r["dataset"].get<string>() << " ";
cout << setw(6) << right << r["samples"].get<int>() << " ";
cout << setw(5) << right << r["features"].get<int>() << " ";
cout << setw(3) << right << r["classes"].get<int>() << " ";
cout << setw(9) << setprecision(2) << fixed << r["nodes"].get<float>() << " ";
cout << setw(9) << setprecision(2) << fixed << r["leaves"].get<float>() << " ";
cout << setw(9) << setprecision(2) << fixed << r["depth"].get<float>() << " ";
cout << setw(8) << right << setprecision(6) << fixed << r["score"].get<double>() << "±" << setw(6) << setprecision(4) << fixed << r["score_std"].get<double>() << " ";
cout << setw(11) << right << setprecision(6) << fixed << r["time"].get<double>() << "±" << setw(6) << setprecision(4) << fixed << r["time_std"].get<double>() << " ";
try {
cout << r["hyperparameters"].get<string>();
}
catch (const exception& err) {
cout << r["hyperparameters"];
}
cout << endl;
lastResult = r;
totalScore += r["score"].get<double>();
odd = !odd;
}
if (data["results"].size() == 1) {
cout << string(MAXLL, '*') << endl;
cout << headerLine(fVector("Train scores: ", lastResult["scores_train"], 14, 12));
cout << headerLine(fVector("Test scores: ", lastResult["scores_test"], 14, 12));
cout << headerLine(fVector("Train times: ", lastResult["times_train"], 10, 3));
cout << headerLine(fVector("Test times: ", lastResult["times_test"], 10, 3));
cout << string(MAXLL, '*') << endl;
}
}
void ReportExcel::footer()
{
cout << Colors::MAGENTA() << string(MAXLL, '*') << endl;
auto score = data["score_name"].get<string>();
if (score == BestResult::scoreName()) {
stringstream oss;
oss << score << " compared to " << BestResult::title() << " .: " << totalScore / BestResult::score();
cout << headerLine(oss.str());
}
cout << string(MAXLL, '*') << endl << Colors::RESET();
}
}